warning: commands will be executed using /bin/sh
job 1392 at Tue Jun 18 11:22:00 2013
FileBase	/isis4/andresg/Bud/buddy140_061413_reo/buddy140_061413_reo
ElecNo	11
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 3860486 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1286828 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67963 members 
Mstep: Class 2 contains 67430 members 
Mstep: Class 3 contains 67840 members 
Mstep: Class 4 contains 67363 members 
Mstep: Class 5 contains 68032 members 
Mstep: Class 6 contains 67564 members 
Mstep: Class 7 contains 67978 members 
Mstep: Class 8 contains 67257 members 
Mstep: Class 9 contains 67755 members 
Mstep: Class 10 contains 67638 members 
Mstep: Class 11 contains 67847 members 
Mstep: Class 12 contains 67720 members 
Mstep: Class 13 contains 67866 members 
Mstep: Class 14 contains 67521 members 
Mstep: Class 15 contains 67588 members 
Mstep: Class 16 contains 68376 members 
Mstep: Class 17 contains 67622 members 
Mstep: Class 18 contains 67825 members 
Mstep: Class 19 contains 67643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1137.254150 but Gain 2286.000000
Score: -123650712.000000 Penalty: 41147.996094
Iteration 0F: 19 clusters Score -1.236507e+08 nChanged 1213811
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 92669 members 
Mstep: Class 2 contains 49351 members 
Mstep: Class 3 contains 71208 members 
Mstep: Class 4 contains 46474 members 
Mstep: Class 6 contains 47518 members 
Mstep: Class 7 contains 65751 members 
Mstep: Class 8 contains 40373 members 
Mstep: Class 9 contains 51869 members 
Mstep: Class 10 contains 53426 members 
Mstep: Class 11 contains 49637 members 
Mstep: Class 12 contains 66799 members 
Mstep: Class 13 contains 218816 members 
Mstep: Class 14 contains 50042 members 
Mstep: Class 15 contains 67295 members 
Mstep: Class 16 contains 131522 members 
Mstep: Class 17 contains 39540 members 
Mstep: Class 18 contains 85723 members 
Mstep: Class 19 contains 58505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126402648.000000 Penalty: 41147.996094
Iteration 1F: 19 clusters Score -1.264026e+08 nChanged 395060
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 83095 members 
Mstep: Class 2 contains 42418 members 
Mstep: Class 3 contains 71155 members 
Mstep: Class 4 contains 35134 members 
Mstep: Class 6 contains 36762 members 
Mstep: Class 7 contains 54799 members 
Mstep: Class 8 contains 33110 members 
Mstep: Class 9 contains 40797 members 
Mstep: Class 10 contains 48934 members 
Mstep: Class 11 contains 39589 members 
Mstep: Class 12 contains 64573 members 
Mstep: Class 13 contains 326282 members 
Mstep: Class 14 contains 31453 members 
Mstep: Class 15 contains 56330 members 
Mstep: Class 16 contains 155694 members 
Mstep: Class 17 contains 31083 members 
Mstep: Class 18 contains 80291 members 
Mstep: Class 19 contains 55288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126793120.000000 Penalty: 41147.996094
Iteration 2F: 19 clusters Score -1.267931e+08 nChanged 300954
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 86994 members 
Mstep: Class 2 contains 32077 members 
Mstep: Class 3 contains 60501 members 
Mstep: Class 4 contains 25093 members 
Mstep: Class 6 contains 27660 members 
Mstep: Class 7 contains 46154 members 
Mstep: Class 8 contains 30826 members 
Mstep: Class 9 contains 30360 members 
Mstep: Class 10 contains 43880 members 
Mstep: Class 11 contains 31686 members 
Mstep: Class 12 contains 55697 members 
Mstep: Class 13 contains 451603 members 
Mstep: Class 14 contains 22201 members 
Mstep: Class 15 contains 42708 members 
Mstep: Class 16 contains 156453 members 
Mstep: Class 17 contains 26602 members 
Mstep: Class 18 contains 68748 members 
Mstep: Class 19 contains 47551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126904768.000000 Penalty: 41147.996094
Iteration 3F: 19 clusters Score -1.269048e+08 nChanged 251909
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 104889 members 
Mstep: Class 2 contains 26456 members 
Mstep: Class 3 contains 57169 members 
Mstep: Class 4 contains 19869 members 
Mstep: Class 6 contains 21933 members 
Mstep: Class 7 contains 42702 members 
Mstep: Class 8 contains 29529 members 
Mstep: Class 9 contains 23504 members 
Mstep: Class 10 contains 45185 members 
Mstep: Class 11 contains 24356 members 
Mstep: Class 12 contains 49852 members 
Mstep: Class 13 contains 494212 members 
Mstep: Class 14 contains 16280 members 
Mstep: Class 15 contains 33596 members 
Mstep: Class 16 contains 168525 members 
Mstep: Class 17 contains 19990 members 
Mstep: Class 18 contains 64043 members 
Mstep: Class 19 contains 44709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126996320.000000 Penalty: 41147.996094
Iteration 4F: 19 clusters Score -1.269963e+08 nChanged 198008
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 134723 members 
Mstep: Class 2 contains 22855 members 
Mstep: Class 3 contains 59435 members 
Mstep: Class 4 contains 16440 members 
Mstep: Class 6 contains 18018 members 
Mstep: Class 7 contains 41660 members 
Mstep: Class 8 contains 29679 members 
Mstep: Class 9 contains 21413 members 
Mstep: Class 10 contains 51703 members 
Mstep: Class 11 contains 19953 members 
Mstep: Class 12 contains 47744 members 
Mstep: Class 13 contains 468988 members 
Mstep: Class 14 contains 11382 members 
Mstep: Class 15 contains 29242 members 
Mstep: Class 16 contains 185245 members 
Mstep: Class 17 contains 18016 members 
Mstep: Class 18 contains 64182 members 
Mstep: Class 19 contains 46124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127148664.000000 Penalty: 41147.996094
Iteration 5F: 19 clusters Score -1.271487e+08 nChanged 166703
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 163827 members 
Mstep: Class 2 contains 19417 members 
Mstep: Class 3 contains 63415 members 
Mstep: Class 4 contains 13524 members 
Mstep: Class 6 contains 14784 members 
Mstep: Class 7 contains 41395 members 
Mstep: Class 8 contains 29214 members 
Mstep: Class 9 contains 20744 members 
Mstep: Class 10 contains 60838 members 
Mstep: Class 11 contains 18707 members 
Mstep: Class 12 contains 46886 members 
Mstep: Class 13 contains 433129 members 
Mstep: Class 14 contains 7092 members 
Mstep: Class 15 contains 26205 members 
Mstep: Class 16 contains 195682 members 
Mstep: Class 17 contains 16702 members 
Mstep: Class 18 contains 65602 members 
Mstep: Class 19 contains 49639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127261936.000000 Penalty: 41147.996094
Iteration 6F: 19 clusters Score -1.272619e+08 nChanged 150331
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 191327 members 
Mstep: Class 2 contains 16220 members 
Mstep: Class 3 contains 70668 members 
Mstep: Class 4 contains 10856 members 
Mstep: Class 6 contains 12455 members 
Mstep: Class 7 contains 41456 members 
Mstep: Class 8 contains 28492 members 
Mstep: Class 9 contains 21734 members 
Mstep: Class 10 contains 71766 members 
Mstep: Class 11 contains 19181 members 
Mstep: Class 12 contains 47284 members 
Mstep: Class 13 contains 388713 members 
Mstep: Class 14 contains 4149 members 
Mstep: Class 15 contains 24063 members 
Mstep: Class 16 contains 199697 members 
Mstep: Class 17 contains 15496 members 
Mstep: Class 18 contains 67898 members 
Mstep: Class 19 contains 55347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127403328.000000 Penalty: 41147.996094
Iteration 7F: 19 clusters Score -1.274033e+08 nChanged 131922
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 211784 members 
Mstep: Class 2 contains 12763 members 
Mstep: Class 3 contains 80108 members 
Mstep: Class 4 contains 8383 members 
Mstep: Class 6 contains 10583 members 
Mstep: Class 7 contains 41107 members 
Mstep: Class 8 contains 27717 members 
Mstep: Class 9 contains 23778 members 
Mstep: Class 10 contains 82524 members 
Mstep: Class 11 contains 20394 members 
Mstep: Class 12 contains 47922 members 
Mstep: Class 13 contains 354716 members 
Mstep: Class 14 contains 2561 members 
Mstep: Class 15 contains 21904 members 
Mstep: Class 16 contains 196603 members 
Mstep: Class 17 contains 13894 members 
Mstep: Class 18 contains 69707 members 
Mstep: Class 19 contains 60354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127510000.000000 Penalty: 41147.996094
Iteration 8F: 19 clusters Score -1.2751e+08 nChanged 113108
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 224515 members 
Mstep: Class 2 contains 9617 members 
Mstep: Class 3 contains 90685 members 
Mstep: Class 4 contains 6259 members 
Mstep: Class 6 contains 9092 members 
Mstep: Class 7 contains 40756 members 
Mstep: Class 8 contains 28311 members 
Mstep: Class 9 contains 26412 members 
Mstep: Class 10 contains 93185 members 
Mstep: Class 11 contains 21837 members 
Mstep: Class 12 contains 48767 members 
Mstep: Class 13 contains 329625 members 
Mstep: Class 14 contains 1819 members 
Mstep: Class 15 contains 19718 members 
Mstep: Class 16 contains 187941 members 
Mstep: Class 17 contains 12500 members 
Mstep: Class 18 contains 71361 members 
Mstep: Class 19 contains 64402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127576856.000000 Penalty: 41147.996094
Iteration 9F: 19 clusters Score -1.275769e+08 nChanged 93984
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 231538 members 
Mstep: Class 2 contains 7114 members 
Mstep: Class 3 contains 101685 members 
Mstep: Class 4 contains 4609 members 
Mstep: Class 6 contains 7840 members 
Mstep: Class 7 contains 40365 members 
Mstep: Class 8 contains 30373 members 
Mstep: Class 9 contains 29187 members 
Mstep: Class 10 contains 103169 members 
Mstep: Class 11 contains 23088 members 
Mstep: Class 12 contains 49708 members 
Mstep: Class 13 contains 310094 members 
Mstep: Class 14 contains 1576 members 
Mstep: Class 15 contains 17348 members 
Mstep: Class 16 contains 176861 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 72818 members 
Mstep: Class 19 contains 67763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127618952.000000 Penalty: 41147.996094
Iteration 10F: 19 clusters Score -1.27619e+08 nChanged 79372
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 234924 members 
Mstep: Class 2 contains 5272 members 
Mstep: Class 3 contains 113232 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 39792 members 
Mstep: Class 8 contains 33591 members 
Mstep: Class 9 contains 31798 members 
Mstep: Class 10 contains 112771 members 
Mstep: Class 11 contains 24075 members 
Mstep: Class 12 contains 50824 members 
Mstep: Class 13 contains 292329 members 
Mstep: Class 14 contains 1570 members 
Mstep: Class 15 contains 14966 members 
Mstep: Class 16 contains 165396 members 
Mstep: Class 17 contains 11164 members 
Mstep: Class 18 contains 73966 members 
Mstep: Class 19 contains 70822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127649552.000000 Penalty: 41147.996094
Iteration 11F: 19 clusters Score -1.276496e+08 nChanged 71052
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 235060 members 
Mstep: Class 2 contains 3923 members 
Mstep: Class 3 contains 124371 members 
Mstep: Class 4 contains 2546 members 
Mstep: Class 6 contains 6102 members 
Mstep: Class 7 contains 38769 members 
Mstep: Class 8 contains 37501 members 
Mstep: Class 9 contains 34132 members 
Mstep: Class 10 contains 121877 members 
Mstep: Class 11 contains 24839 members 
Mstep: Class 12 contains 51914 members 
Mstep: Class 13 contains 279435 members 
Mstep: Class 14 contains 1623 members 
Mstep: Class 15 contains 12772 members 
Mstep: Class 16 contains 153260 members 
Mstep: Class 17 contains 11088 members 
Mstep: Class 18 contains 74591 members 
Mstep: Class 19 contains 73000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2284.771729 but Gain 2286.000000
Score: -127670032.000000 Penalty: 38861.996094
Iteration 12F: 18 clusters Score -1.2767e+08 nChanged 67049
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 233454 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 135850 members 
Mstep: Class 6 contains 5456 members 
Mstep: Class 7 contains 37971 members 
Mstep: Class 8 contains 41798 members 
Mstep: Class 9 contains 36154 members 
Mstep: Class 10 contains 131471 members 
Mstep: Class 11 contains 25377 members 
Mstep: Class 12 contains 53392 members 
Mstep: Class 13 contains 266975 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 15 contains 10932 members 
Mstep: Class 16 contains 141688 members 
Mstep: Class 17 contains 11508 members 
Mstep: Class 18 contains 75135 members 
Mstep: Class 19 contains 74910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127691624.000000 Penalty: 38861.996094
Iteration 13F: 18 clusters Score -1.276916e+08 nChanged 59260
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 230153 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 147276 members 
Mstep: Class 6 contains 4918 members 
Mstep: Class 7 contains 36461 members 
Mstep: Class 8 contains 46191 members 
Mstep: Class 9 contains 37944 members 
Mstep: Class 10 contains 140300 members 
Mstep: Class 11 contains 25680 members 
Mstep: Class 12 contains 55076 members 
Mstep: Class 13 contains 254138 members 
Mstep: Class 14 contains 1812 members 
Mstep: Class 15 contains 9365 members 
Mstep: Class 16 contains 130813 members 
Mstep: Class 17 contains 12164 members 
Mstep: Class 18 contains 75422 members 
Mstep: Class 19 contains 76698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127709296.000000 Penalty: 38861.996094
Iteration 14Q: 18 clusters Score -1.277093e+08 nChanged 57410
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 226685 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 159863 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 34773 members 
Mstep: Class 8 contains 50692 members 
Mstep: Class 9 contains 39694 members 
Mstep: Class 10 contains 148730 members 
Mstep: Class 11 contains 25768 members 
Mstep: Class 12 contains 57013 members 
Mstep: Class 13 contains 242940 members 
Mstep: Class 14 contains 1884 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 117689 members 
Mstep: Class 17 contains 12989 members 
Mstep: Class 18 contains 75549 members 
Mstep: Class 19 contains 78058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127721936.000000 Penalty: 38861.996094
Iteration 15Q: 18 clusters Score -1.277219e+08 nChanged 58474
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 223948 members 
Mstep: Class 2 contains 1753 members 
Mstep: Class 3 contains 173377 members 
Mstep: Class 6 contains 4027 members 
Mstep: Class 7 contains 33042 members 
Mstep: Class 8 contains 55379 members 
Mstep: Class 9 contains 41498 members 
Mstep: Class 10 contains 156314 members 
Mstep: Class 11 contains 25717 members 
Mstep: Class 12 contains 59309 members 
Mstep: Class 13 contains 234663 members 
Mstep: Class 14 contains 1930 members 
Mstep: Class 15 contains 7005 members 
Mstep: Class 16 contains 100451 members 
Mstep: Class 17 contains 14007 members 
Mstep: Class 18 contains 75396 members 
Mstep: Class 19 contains 78987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127727424.000000 Penalty: 38861.996094
Iteration 16Q: 18 clusters Score -1.277274e+08 nChanged 58306
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 221724 members 
Mstep: Class 2 contains 1663 members 
Mstep: Class 3 contains 186448 members 
Mstep: Class 6 contains 3684 members 
Mstep: Class 7 contains 31379 members 
Mstep: Class 8 contains 60359 members 
Mstep: Class 9 contains 43286 members 
Mstep: Class 10 contains 162888 members 
Mstep: Class 11 contains 25584 members 
Mstep: Class 12 contains 61876 members 
Mstep: Class 13 contains 228417 members 
Mstep: Class 14 contains 1920 members 
Mstep: Class 15 contains 6072 members 
Mstep: Class 16 contains 81811 members 
Mstep: Class 17 contains 15105 members 
Mstep: Class 18 contains 75166 members 
Mstep: Class 19 contains 79421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127731520.000000 Penalty: 38861.996094
Iteration 17Q: 18 clusters Score -1.277315e+08 nChanged 53432
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 219391 members 
Mstep: Class 2 contains 1682 members 
Mstep: Class 3 contains 195994 members 
Mstep: Class 6 contains 3395 members 
Mstep: Class 7 contains 29997 members 
Mstep: Class 8 contains 65398 members 
Mstep: Class 9 contains 45005 members 
Mstep: Class 10 contains 168107 members 
Mstep: Class 11 contains 25445 members 
Mstep: Class 12 contains 64986 members 
Mstep: Class 13 contains 223275 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 5305 members 
Mstep: Class 16 contains 65972 members 
Mstep: Class 17 contains 16155 members 
Mstep: Class 18 contains 75053 members 
Mstep: Class 19 contains 79728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127734080.000000 Penalty: 38861.996094
Iteration 18Q: 18 clusters Score -1.277341e+08 nChanged 46273
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 216771 members 
Mstep: Class 2 contains 1759 members 
Mstep: Class 3 contains 201027 members 
Mstep: Class 6 contains 3193 members 
Mstep: Class 7 contains 28750 members 
Mstep: Class 8 contains 70538 members 
Mstep: Class 9 contains 46650 members 
Mstep: Class 10 contains 171884 members 
Mstep: Class 11 contains 25279 members 
Mstep: Class 12 contains 68731 members 
Mstep: Class 13 contains 218868 members 
Mstep: Class 14 contains 1885 members 
Mstep: Class 15 contains 4746 members 
Mstep: Class 16 contains 55102 members 
Mstep: Class 17 contains 17045 members 
Mstep: Class 18 contains 74947 members 
Mstep: Class 19 contains 79628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127739416.000000 Penalty: 38861.996094
Iteration 19Q: 18 clusters Score -1.277394e+08 nChanged 41419
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 214089 members 
Mstep: Class 2 contains 1880 members 
Mstep: Class 3 contains 204825 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 27703 members 
Mstep: Class 8 contains 75746 members 
Mstep: Class 9 contains 48152 members 
Mstep: Class 10 contains 174147 members 
Mstep: Class 11 contains 25145 members 
Mstep: Class 12 contains 73028 members 
Mstep: Class 13 contains 214511 members 
Mstep: Class 14 contains 1871 members 
Mstep: Class 15 contains 4276 members 
Mstep: Class 16 contains 46561 members 
Mstep: Class 17 contains 17693 members 
Mstep: Class 18 contains 74871 members 
Mstep: Class 19 contains 79283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127748368.000000 Penalty: 38861.996094
Iteration 20F: 18 clusters Score -1.277484e+08 nChanged 40272
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 211488 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 210152 members 
Mstep: Class 6 contains 2858 members 
Mstep: Class 7 contains 26782 members 
Mstep: Class 8 contains 81090 members 
Mstep: Class 9 contains 49426 members 
Mstep: Class 10 contains 175325 members 
Mstep: Class 11 contains 25040 members 
Mstep: Class 12 contains 77784 members 
Mstep: Class 13 contains 209828 members 
Mstep: Class 14 contains 1897 members 
Mstep: Class 15 contains 3901 members 
Mstep: Class 16 contains 37761 members 
Mstep: Class 17 contains 18136 members 
Mstep: Class 18 contains 74736 members 
Mstep: Class 19 contains 78532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127755912.000000 Penalty: 38861.996094
Iteration 21Q: 18 clusters Score -1.277559e+08 nChanged 36754
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 208805 members 
Mstep: Class 2 contains 2344 members 
Mstep: Class 3 contains 214725 members 
Mstep: Class 6 contains 2750 members 
Mstep: Class 7 contains 26010 members 
Mstep: Class 8 contains 86493 members 
Mstep: Class 9 contains 50509 members 
Mstep: Class 10 contains 175783 members 
Mstep: Class 11 contains 24941 members 
Mstep: Class 12 contains 82795 members 
Mstep: Class 13 contains 204317 members 
Mstep: Class 14 contains 1913 members 
Mstep: Class 15 contains 3627 members 
Mstep: Class 16 contains 31590 members 
Mstep: Class 17 contains 18389 members 
Mstep: Class 18 contains 74540 members 
Mstep: Class 19 contains 77273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127764552.000000 Penalty: 38861.996094
Iteration 22Q: 18 clusters Score -1.277646e+08 nChanged 34161
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 206179 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 219563 members 
Mstep: Class 6 contains 2696 members 
Mstep: Class 7 contains 25364 members 
Mstep: Class 8 contains 91751 members 
Mstep: Class 9 contains 51250 members 
Mstep: Class 10 contains 175839 members 
Mstep: Class 11 contains 24837 members 
Mstep: Class 12 contains 87956 members 
Mstep: Class 13 contains 198116 members 
Mstep: Class 14 contains 1923 members 
Mstep: Class 15 contains 3393 members 
Mstep: Class 16 contains 26804 members 
Mstep: Class 17 contains 18429 members 
Mstep: Class 18 contains 74271 members 
Mstep: Class 19 contains 75706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773576.000000 Penalty: 38861.996094
Iteration 23Q: 18 clusters Score -1.277736e+08 nChanged 32896
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 203715 members 
Mstep: Class 2 contains 3284 members 
Mstep: Class 3 contains 224488 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 24783 members 
Mstep: Class 8 contains 96996 members 
Mstep: Class 9 contains 51501 members 
Mstep: Class 10 contains 175438 members 
Mstep: Class 11 contains 24762 members 
Mstep: Class 12 contains 93405 members 
Mstep: Class 13 contains 191686 members 
Mstep: Class 14 contains 1938 members 
Mstep: Class 15 contains 3177 members 
Mstep: Class 16 contains 23011 members 
Mstep: Class 17 contains 18285 members 
Mstep: Class 18 contains 73914 members 
Mstep: Class 19 contains 73744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783072.000000 Penalty: 38861.996094
Iteration 24Q: 18 clusters Score -1.277831e+08 nChanged 31803
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 201150 members 
Mstep: Class 2 contains 3944 members 
Mstep: Class 3 contains 229191 members 
Mstep: Class 6 contains 2663 members 
Mstep: Class 7 contains 24288 members 
Mstep: Class 8 contains 102178 members 
Mstep: Class 9 contains 51359 members 
Mstep: Class 10 contains 174925 members 
Mstep: Class 11 contains 24688 members 
Mstep: Class 12 contains 98913 members 
Mstep: Class 13 contains 185923 members 
Mstep: Class 14 contains 1945 members 
Mstep: Class 15 contains 2993 members 
Mstep: Class 16 contains 19888 members 
Mstep: Class 17 contains 18002 members 
Mstep: Class 18 contains 73343 members 
Mstep: Class 19 contains 71411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792376.000000 Penalty: 38861.996094
Iteration 25Q: 18 clusters Score -1.277924e+08 nChanged 30296
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 198716 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 233375 members 
Mstep: Class 6 contains 2646 members 
Mstep: Class 7 contains 23826 members 
Mstep: Class 8 contains 107099 members 
Mstep: Class 9 contains 50747 members 
Mstep: Class 10 contains 174305 members 
Mstep: Class 11 contains 24623 members 
Mstep: Class 12 contains 104602 members 
Mstep: Class 13 contains 181415 members 
Mstep: Class 14 contains 1957 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 16 contains 17220 members 
Mstep: Class 17 contains 17666 members 
Mstep: Class 18 contains 72682 members 
Mstep: Class 19 contains 68484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127800664.000000 Penalty: 38861.996094
Iteration 26Q: 18 clusters Score -1.278007e+08 nChanged 29121
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 196524 members 
Mstep: Class 2 contains 5266 members 
Mstep: Class 3 contains 236905 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 23433 members 
Mstep: Class 8 contains 111886 members 
Mstep: Class 9 contains 49699 members 
Mstep: Class 10 contains 173656 members 
Mstep: Class 11 contains 24567 members 
Mstep: Class 12 contains 110399 members 
Mstep: Class 13 contains 178120 members 
Mstep: Class 14 contains 1987 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 16 contains 14906 members 
Mstep: Class 17 contains 17205 members 
Mstep: Class 18 contains 71883 members 
Mstep: Class 19 contains 65002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127808480.000000 Penalty: 38861.996094
Iteration 27Q: 18 clusters Score -1.278085e+08 nChanged 27920
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 194605 members 
Mstep: Class 2 contains 5790 members 
Mstep: Class 3 contains 239864 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 23048 members 
Mstep: Class 8 contains 116591 members 
Mstep: Class 9 contains 48176 members 
Mstep: Class 10 contains 172999 members 
Mstep: Class 11 contains 24528 members 
Mstep: Class 12 contains 116556 members 
Mstep: Class 13 contains 175691 members 
Mstep: Class 14 contains 2016 members 
Mstep: Class 15 contains 2527 members 
Mstep: Class 16 contains 12884 members 
Mstep: Class 17 contains 16693 members 
Mstep: Class 18 contains 70973 members 
Mstep: Class 19 contains 61070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127815496.000000 Penalty: 38861.996094
Iteration 28Q: 18 clusters Score -1.278155e+08 nChanged 26610
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 193021 members 
Mstep: Class 2 contains 6213 members 
Mstep: Class 3 contains 242189 members 
Mstep: Class 6 contains 2868 members 
Mstep: Class 7 contains 22634 members 
Mstep: Class 8 contains 121250 members 
Mstep: Class 9 contains 46357 members 
Mstep: Class 10 contains 172225 members 
Mstep: Class 11 contains 24508 members 
Mstep: Class 12 contains 122878 members 
Mstep: Class 13 contains 174092 members 
Mstep: Class 14 contains 2029 members 
Mstep: Class 15 contains 2400 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 16116 members 
Mstep: Class 18 contains 70043 members 
Mstep: Class 19 contains 56854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127821032.000000 Penalty: 38861.996094
Iteration 29Q: 18 clusters Score -1.27821e+08 nChanged 25335
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 191699 members 
Mstep: Class 2 contains 6520 members 
Mstep: Class 3 contains 244019 members 
Mstep: Class 6 contains 2958 members 
Mstep: Class 7 contains 22261 members 
Mstep: Class 8 contains 125790 members 
Mstep: Class 9 contains 44311 members 
Mstep: Class 10 contains 171493 members 
Mstep: Class 11 contains 24496 members 
Mstep: Class 12 contains 129297 members 
Mstep: Class 13 contains 173189 members 
Mstep: Class 14 contains 2037 members 
Mstep: Class 15 contains 2248 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 15493 members 
Mstep: Class 18 contains 69107 members 
Mstep: Class 19 contains 52322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127826480.000000 Penalty: 38861.996094
Iteration 30Q: 18 clusters Score -1.278265e+08 nChanged 24046
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 190641 members 
Mstep: Class 2 contains 6771 members 
Mstep: Class 3 contains 245362 members 
Mstep: Class 6 contains 3041 members 
Mstep: Class 7 contains 21941 members 
Mstep: Class 8 contains 130221 members 
Mstep: Class 9 contains 42048 members 
Mstep: Class 10 contains 170719 members 
Mstep: Class 11 contains 24476 members 
Mstep: Class 12 contains 135704 members 
Mstep: Class 13 contains 172713 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 2133 members 
Mstep: Class 16 contains 8288 members 
Mstep: Class 17 contains 14891 members 
Mstep: Class 18 contains 68116 members 
Mstep: Class 19 contains 47685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127832216.000000 Penalty: 38861.996094
Iteration 31Q: 18 clusters Score -1.278322e+08 nChanged 22519
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 189680 members 
Mstep: Class 2 contains 6932 members 
Mstep: Class 3 contains 246299 members 
Mstep: Class 6 contains 3101 members 
Mstep: Class 7 contains 21707 members 
Mstep: Class 8 contains 134514 members 
Mstep: Class 9 contains 39536 members 
Mstep: Class 10 contains 169930 members 
Mstep: Class 11 contains 24447 members 
Mstep: Class 12 contains 142036 members 
Mstep: Class 13 contains 172617 members 
Mstep: Class 14 contains 2071 members 
Mstep: Class 15 contains 2025 members 
Mstep: Class 16 contains 7319 members 
Mstep: Class 17 contains 14295 members 
Mstep: Class 18 contains 67130 members 
Mstep: Class 19 contains 43165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127838152.000000 Penalty: 38861.996094
Iteration 32Q: 18 clusters Score -1.278382e+08 nChanged 21062
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 188867 members 
Mstep: Class 2 contains 7056 members 
Mstep: Class 3 contains 246827 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 21450 members 
Mstep: Class 8 contains 138675 members 
Mstep: Class 9 contains 37079 members 
Mstep: Class 10 contains 168998 members 
Mstep: Class 11 contains 24401 members 
Mstep: Class 12 contains 148544 members 
Mstep: Class 13 contains 172675 members 
Mstep: Class 14 contains 2089 members 
Mstep: Class 15 contains 1936 members 
Mstep: Class 16 contains 6489 members 
Mstep: Class 17 contains 13704 members 
Mstep: Class 18 contains 66065 members 
Mstep: Class 19 contains 38770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127843512.000000 Penalty: 38861.996094
Iteration 33Q: 18 clusters Score -1.278435e+08 nChanged 21232
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 188108 members 
Mstep: Class 2 contains 7127 members 
Mstep: Class 3 contains 246940 members 
Mstep: Class 6 contains 3245 members 
Mstep: Class 7 contains 21148 members 
Mstep: Class 8 contains 142334 members 
Mstep: Class 9 contains 35296 members 
Mstep: Class 10 contains 167217 members 
Mstep: Class 11 contains 24369 members 
Mstep: Class 12 contains 156791 members 
Mstep: Class 13 contains 172601 members 
Mstep: Class 14 contains 2113 members 
Mstep: Class 15 contains 1840 members 
Mstep: Class 16 contains 5637 members 
Mstep: Class 17 contains 13070 members 
Mstep: Class 18 contains 64765 members 
Mstep: Class 19 contains 34203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127847992.000000 Penalty: 38861.996094
Iteration 34Q: 18 clusters Score -1.27848e+08 nChanged 22227
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 187334 members 
Mstep: Class 2 contains 7153 members 
Mstep: Class 3 contains 246614 members 
Mstep: Class 6 contains 3317 members 
Mstep: Class 7 contains 20759 members 
Mstep: Class 8 contains 145560 members 
Mstep: Class 9 contains 34320 members 
Mstep: Class 10 contains 164325 members 
Mstep: Class 11 contains 24367 members 
Mstep: Class 12 contains 166676 members 
Mstep: Class 13 contains 172425 members 
Mstep: Class 14 contains 2125 members 
Mstep: Class 15 contains 1765 members 
Mstep: Class 16 contains 4806 members 
Mstep: Class 17 contains 12378 members 
Mstep: Class 18 contains 63317 members 
Mstep: Class 19 contains 29563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127849904.000000 Penalty: 38861.996094
Iteration 35Q: 18 clusters Score -1.278499e+08 nChanged 23762
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 186551 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 245827 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 20281 members 
Mstep: Class 8 contains 148819 members 
Mstep: Class 9 contains 34090 members 
Mstep: Class 10 contains 160309 members 
Mstep: Class 11 contains 24357 members 
Mstep: Class 12 contains 177813 members 
Mstep: Class 13 contains 171918 members 
Mstep: Class 14 contains 2138 members 
Mstep: Class 15 contains 1714 members 
Mstep: Class 16 contains 4104 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 61587 members 
Mstep: Class 19 contains 25054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127847896.000000 Penalty: 38861.996094
Iteration 36Q: 18 clusters Score -1.278479e+08 nChanged 23514
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 185935 members 
Mstep: Class 2 contains 7164 members 
Mstep: Class 3 contains 245001 members 
Mstep: Class 6 contains 3543 members 
Mstep: Class 7 contains 19687 members 
Mstep: Class 8 contains 152115 members 
Mstep: Class 9 contains 34314 members 
Mstep: Class 10 contains 155839 members 
Mstep: Class 11 contains 24356 members 
Mstep: Class 12 contains 188340 members 
Mstep: Class 13 contains 171108 members 
Mstep: Class 14 contains 2143 members 
Mstep: Class 15 contains 1677 members 
Mstep: Class 16 contains 3704 members 
Mstep: Class 17 contains 10988 members 
Mstep: Class 18 contains 59761 members 
Mstep: Class 19 contains 21129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127842392.000000 Penalty: 38861.996094
Iteration 37Q: 18 clusters Score -1.278424e+08 nChanged 22080
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 185371 members 
Mstep: Class 2 contains 7141 members 
Mstep: Class 3 contains 244110 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 19097 members 
Mstep: Class 8 contains 155744 members 
Mstep: Class 9 contains 34907 members 
Mstep: Class 10 contains 151618 members 
Mstep: Class 11 contains 24366 members 
Mstep: Class 12 contains 196597 members 
Mstep: Class 13 contains 170439 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 3466 members 
Mstep: Class 17 contains 10415 members 
Mstep: Class 18 contains 57971 members 
Mstep: Class 19 contains 18077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127838240.000000 Penalty: 38861.996094
Iteration 38Q: 18 clusters Score -1.278382e+08 nChanged 19911
Entering ConstructFrom: 
Score: -127838240.000000 Penalty: 38861.996094
Entering ConstructFrom: 
Trying to split cluster 1 (185000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185000 members 
Entering Unmasked Estep 
Score: -18568386.000000 Penalty: 1970.817993
	Iteration 0F: 2 clusters Score -1.856839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92391 members 
Mstep: Class 2 contains 92609 members 
Entering Unmasked Estep 
Score: -18453026.000000 Penalty: 3941.635986
	Iteration 0F: 3 clusters Score -1.845303e+07 nChanged 89645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87852 members 
Mstep: Class 2 contains 97148 members 
Entering Unmasked Estep 
Score: -18506186.000000 Penalty: 3941.635986
	Iteration 1F: 3 clusters Score -1.850619e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84560 members 
Mstep: Class 2 contains 100440 members 
Entering Unmasked Estep 
Score: -18508020.000000 Penalty: 3941.635986
	Iteration 2Q: 3 clusters Score -1.850802e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79354 members 
Mstep: Class 2 contains 105646 members 
Entering Unmasked Estep 
Score: -18510742.000000 Penalty: 3941.635986
	Iteration 3Q: 3 clusters Score -1.851074e+07 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71787 members 
Mstep: Class 2 contains 113213 members 
Entering Unmasked Estep 
Score: -18515254.000000 Penalty: 3941.635986
	Iteration 4F: 3 clusters Score -1.851525e+07 nChanged 12464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61551 members 
Mstep: Class 2 contains 123449 members 
Entering Unmasked Estep 
Score: -18523300.000000 Penalty: 3941.635986
	Iteration 5F: 3 clusters Score -1.85233e+07 nChanged 15056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 135851 members 
Entering Unmasked Estep 
Score: -18535462.000000 Penalty: 3941.635986
	Iteration 6F: 3 clusters Score -1.853546e+07 nChanged 15675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 148384 members 
Entering Unmasked Estep 
Score: -18549592.000000 Penalty: 3941.635986
	Iteration 7F: 3 clusters Score -1.854959e+07 nChanged 12805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 158299 members 
Entering Unmasked Estep 
Score: -18560070.000000 Penalty: 3941.635986
	Iteration 8F: 3 clusters Score -1.856007e+07 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 164908 members 
Entering Unmasked Estep 
Score: -18566284.000000 Penalty: 3941.635986
	Iteration 9Q: 3 clusters Score -1.856628e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 168757 members 
Entering Unmasked Estep 
Score: -18570230.000000 Penalty: 3941.635986
	Iteration 10Q: 3 clusters Score -1.857023e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 170783 members 
Entering Unmasked Estep 
Score: -18572234.000000 Penalty: 3941.635986
	Iteration 11Q: 3 clusters Score -1.857223e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 172079 members 
Entering Unmasked Estep 
Score: -18572858.000000 Penalty: 3941.635986
	Iteration 12Q: 3 clusters Score -1.857286e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 173141 members 
Entering Unmasked Estep 
Score: -18572956.000000 Penalty: 3941.635986
	Iteration 13Q: 3 clusters Score -1.857296e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 174042 members 
Entering Unmasked Estep 
Score: -18572888.000000 Penalty: 3941.635986
	Iteration 14Q: 3 clusters Score -1.857289e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 174771 members 
Entering Unmasked Estep 
Score: -18572774.000000 Penalty: 3941.635986
	Iteration 15Q: 3 clusters Score -1.857277e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 175394 members 
Entering Unmasked Estep 
Score: -18572628.000000 Penalty: 3941.635986
	Iteration 16Q: 3 clusters Score -1.857263e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 175983 members 
Entering Unmasked Estep 
Score: -18572410.000000 Penalty: 3941.635986
	Iteration 17Q: 3 clusters Score -1.857241e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 176451 members 
Entering Unmasked Estep 
Score: -18572118.000000 Penalty: 3941.635986
	Iteration 18Q: 3 clusters Score -1.857212e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 176861 members 
Entering Unmasked Estep 
Score: -18571926.000000 Penalty: 3941.635986
	Iteration 19Q: 3 clusters Score -1.857193e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 177205 members 
Entering Unmasked Estep 
Score: -18571764.000000 Penalty: 3941.635986
	Iteration 20F: 3 clusters Score -1.857176e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 177525 members 
Entering Unmasked Estep 
Score: -18571616.000000 Penalty: 3941.635986
	Iteration 21Q: 3 clusters Score -1.857162e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 177814 members 
Entering Unmasked Estep 
Score: -18571414.000000 Penalty: 3941.635986
	Iteration 22Q: 3 clusters Score -1.857141e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 178073 members 
Entering Unmasked Estep 
Score: -18571248.000000 Penalty: 3941.635986
	Iteration 23Q: 3 clusters Score -1.857125e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 178312 members 
Entering Unmasked Estep 
Score: -18571058.000000 Penalty: 3941.635986
	Iteration 24Q: 3 clusters Score -1.857106e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 178520 members 
Entering Unmasked Estep 
Score: -18570958.000000 Penalty: 3941.635986
	Iteration 25Q: 3 clusters Score -1.857096e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 178694 members 
Entering Unmasked Estep 
Score: -18570918.000000 Penalty: 3941.635986
	Iteration 26Q: 3 clusters Score -1.857092e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 178835 members 
Entering Unmasked Estep 
Score: -18570832.000000 Penalty: 3941.635986
	Iteration 27Q: 3 clusters Score -1.857083e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 178969 members 
Entering Unmasked Estep 
Score: -18570758.000000 Penalty: 3941.635986
	Iteration 28Q: 3 clusters Score -1.857076e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 179102 members 
Entering Unmasked Estep 
Score: -18570694.000000 Penalty: 3941.635986
	Iteration 29Q: 3 clusters Score -1.857069e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 179231 members 
Entering Unmasked Estep 
Score: -18570608.000000 Penalty: 3941.635986
	Iteration 30Q: 3 clusters Score -1.857061e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 179349 members 
Entering Unmasked Estep 
Score: -18570522.000000 Penalty: 3941.635986
	Iteration 31Q: 3 clusters Score -1.857052e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 179465 members 
Entering Unmasked Estep 
Score: -18570388.000000 Penalty: 3941.635986
	Iteration 32Q: 3 clusters Score -1.857039e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 179558 members 
Entering Unmasked Estep 
Score: -18570332.000000 Penalty: 3941.635986
	Iteration 33Q: 3 clusters Score -1.857033e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 179659 members 
Entering Unmasked Estep 
Score: -18570284.000000 Penalty: 3941.635986
	Iteration 34Q: 3 clusters Score -1.857028e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 179759 members 
Entering Unmasked Estep 
Score: -18570190.000000 Penalty: 3941.635986
	Iteration 35Q: 3 clusters Score -1.857019e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 179855 members 
Entering Unmasked Estep 
Score: -18570142.000000 Penalty: 3941.635986
	Iteration 36Q: 3 clusters Score -1.857014e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 179919 members 
Entering Unmasked Estep 
Score: -18570110.000000 Penalty: 3941.635986
	Iteration 37Q: 3 clusters Score -1.857011e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 179976 members 
Entering Unmasked Estep 
Score: -18570096.000000 Penalty: 3941.635986
	Iteration 38Q: 3 clusters Score -1.85701e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 180040 members 
Entering Unmasked Estep 
Score: -18570052.000000 Penalty: 3941.635986
	Iteration 39Q: 3 clusters Score -1.857005e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 180102 members 
Entering Unmasked Estep 
Score: -18569976.000000 Penalty: 3941.635986
	Iteration 40F: 3 clusters Score -1.856998e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 180153 members 
Entering Unmasked Estep 
Score: -18569950.000000 Penalty: 3941.635986
	Iteration 41Q: 3 clusters Score -1.856995e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 180201 members 
Entering Unmasked Estep 
Score: -18569912.000000 Penalty: 3941.635986
	Iteration 42Q: 3 clusters Score -1.856991e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 180264 members 
Entering Unmasked Estep 
Score: -18569910.000000 Penalty: 3941.635986
	Iteration 43Q: 3 clusters Score -1.856991e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 180320 members 
Entering Unmasked Estep 
Score: -18569872.000000 Penalty: 3941.635986
	Iteration 44Q: 3 clusters Score -1.856987e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 180386 members 
Entering Unmasked Estep 
Score: -18569824.000000 Penalty: 3941.635986
	Iteration 45Q: 3 clusters Score -1.856982e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 180437 members 
Entering Unmasked Estep 
Score: -18569822.000000 Penalty: 3941.635986
	Iteration 46Q: 3 clusters Score -1.856982e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 180491 members 
Entering Unmasked Estep 
Score: -18569820.000000 Penalty: 3941.635986
	Iteration 47Q: 3 clusters Score -1.856982e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 180537 members 
Entering Unmasked Estep 
Score: -18569838.000000 Penalty: 3941.635986
	Iteration 48Q: 3 clusters Score -1.856984e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 180579 members 
Entering Unmasked Estep 
Score: -18569812.000000 Penalty: 3941.635986
	Iteration 49Q: 3 clusters Score -1.856981e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 180618 members 
Entering Unmasked Estep 
Score: -18569778.000000 Penalty: 3941.635986
	Iteration 50Q: 3 clusters Score -1.856978e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 180650 members 
Entering Unmasked Estep 
Score: -18569764.000000 Penalty: 3941.635986
	Iteration 51Q: 3 clusters Score -1.856976e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 180679 members 
Entering Unmasked Estep 
Score: -18569764.000000 Penalty: 3941.635986
	Iteration 52Q: 3 clusters Score -1.856976e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 180703 members 
Entering Unmasked Estep 
Score: -18569730.000000 Penalty: 3941.635986
	Iteration 53Q: 3 clusters Score -1.856973e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 180730 members 
Entering Unmasked Estep 
Score: -18569720.000000 Penalty: 3941.635986
	Iteration 54Q: 3 clusters Score -1.856972e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 180753 members 
Entering Unmasked Estep 
Score: -18569728.000000 Penalty: 3941.635986
	Iteration 55Q: 3 clusters Score -1.856973e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 180771 members 
Entering Unmasked Estep 
Score: -18569696.000000 Penalty: 3941.635986
	Iteration 56Q: 3 clusters Score -1.85697e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 180790 members 
Entering Unmasked Estep 
Score: -18569684.000000 Penalty: 3941.635986
	Iteration 57Q: 3 clusters Score -1.856968e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 180805 members 
Entering Unmasked Estep 
Score: -18569666.000000 Penalty: 3941.635986
	Iteration 58Q: 3 clusters Score -1.856967e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 180820 members 
Entering Unmasked Estep 
Score: -18569678.000000 Penalty: 3941.635986
	Iteration 59Q: 3 clusters Score -1.856968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 180836 members 
Entering Unmasked Estep 
Score: -18569652.000000 Penalty: 3941.635986
	Iteration 60F: 3 clusters Score -1.856965e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 180848 members 
Entering Unmasked Estep 
Score: -18569648.000000 Penalty: 3941.635986
	Iteration 61Q: 3 clusters Score -1.856965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 180858 members 
Entering Unmasked Estep 
Score: -18569644.000000 Penalty: 3941.635986
	Iteration 62Q: 3 clusters Score -1.856964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 180867 members 
Entering Unmasked Estep 
Score: -18569642.000000 Penalty: 3941.635986
	Iteration 63Q: 3 clusters Score -1.856964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 180876 members 
Entering Unmasked Estep 
Score: -18569626.000000 Penalty: 3941.635986
	Iteration 64Q: 3 clusters Score -1.856963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 180884 members 
Entering Unmasked Estep 
Score: -18569622.000000 Penalty: 3941.635986
	Iteration 65Q: 3 clusters Score -1.856962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 180893 members 
Entering Unmasked Estep 
Score: -18569602.000000 Penalty: 3941.635986
	Iteration 66Q: 3 clusters Score -1.85696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 180907 members 
Entering Unmasked Estep 
Score: -18569608.000000 Penalty: 3941.635986
	Iteration 67Q: 3 clusters Score -1.856961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 180920 members 
Entering Unmasked Estep 
Score: -18569590.000000 Penalty: 3941.635986
	Iteration 68Q: 3 clusters Score -1.856959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 180929 members 
Entering Unmasked Estep 
Score: -18569574.000000 Penalty: 3941.635986
	Iteration 69Q: 3 clusters Score -1.856957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 180935 members 
Entering Unmasked Estep 
Score: -18569576.000000 Penalty: 3941.635986
	Iteration 70Q: 3 clusters Score -1.856958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 180938 members 
Entering Unmasked Estep 
Score: -18569584.000000 Penalty: 3941.635986
	Iteration 71Q: 3 clusters Score -1.856958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 180941 members 
Entering Unmasked Estep 
Score: -18569574.000000 Penalty: 3941.635986
	Iteration 72Q: 3 clusters Score -1.856957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 180944 members 
Entering Unmasked Estep 
Score: -18569568.000000 Penalty: 3941.635986
	Iteration 73Q: 3 clusters Score -1.856957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 180949 members 
Entering Unmasked Estep 
Score: -18569570.000000 Penalty: 3941.635986
	Iteration 74Q: 3 clusters Score -1.856957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 180954 members 
Entering Unmasked Estep 
Score: -18569570.000000 Penalty: 3941.635986
	Iteration 75Q: 3 clusters Score -1.856957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 180961 members 
Entering Unmasked Estep 
Score: -18569568.000000 Penalty: 3941.635986
	Iteration 76Q: 3 clusters Score -1.856957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 180970 members 
Entering Unmasked Estep 
Score: -18569580.000000 Penalty: 3941.635986
	Iteration 77Q: 3 clusters Score -1.856958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 180977 members 
Entering Unmasked Estep 
Score: -18569562.000000 Penalty: 3941.635986
	Iteration 78Q: 3 clusters Score -1.856956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 180990 members 
Entering Unmasked Estep 
Score: -18569560.000000 Penalty: 3941.635986
	Iteration 79Q: 3 clusters Score -1.856956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 181006 members 
Entering Unmasked Estep 
Score: -18569554.000000 Penalty: 3941.635986
	Iteration 80F: 3 clusters Score -1.856955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 181017 members 
Entering Unmasked Estep 
Score: -18569542.000000 Penalty: 3941.635986
	Iteration 81Q: 3 clusters Score -1.856954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 181031 members 
Entering Unmasked Estep 
Score: -18569532.000000 Penalty: 3941.635986
	Iteration 82Q: 3 clusters Score -1.856953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 181045 members 
Entering Unmasked Estep 
Score: -18569536.000000 Penalty: 3941.635986
	Iteration 83Q: 3 clusters Score -1.856954e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 181065 members 
Entering Unmasked Estep 
Score: -18569524.000000 Penalty: 3941.635986
	Iteration 84Q: 3 clusters Score -1.856952e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 181084 members 
Entering Unmasked Estep 
Score: -18569498.000000 Penalty: 3941.635986
	Iteration 85Q: 3 clusters Score -1.85695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 181096 members 
Entering Unmasked Estep 
Score: -18569480.000000 Penalty: 3941.635986
	Iteration 86Q: 3 clusters Score -1.856948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 181108 members 
Entering Unmasked Estep 
Score: -18569460.000000 Penalty: 3941.635986
	Iteration 87Q: 3 clusters Score -1.856946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 181119 members 
Entering Unmasked Estep 
Score: -18569478.000000 Penalty: 3941.635986
	Iteration 88Q: 3 clusters Score -1.856948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 181132 members 
Entering Unmasked Estep 
Score: -18569454.000000 Penalty: 3941.635986
	Iteration 89Q: 3 clusters Score -1.856945e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 181147 members 
Entering Unmasked Estep 
Score: -18569454.000000 Penalty: 3941.635986
	Iteration 90Q: 3 clusters Score -1.856945e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 181162 members 
Entering Unmasked Estep 
Score: -18569432.000000 Penalty: 3941.635986
	Iteration 91Q: 3 clusters Score -1.856943e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 181190 members 
Entering Unmasked Estep 
Score: -18569404.000000 Penalty: 3941.635986
	Iteration 92Q: 3 clusters Score -1.85694e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 181214 members 
Entering Unmasked Estep 
Score: -18569404.000000 Penalty: 3941.635986
	Iteration 93Q: 3 clusters Score -1.85694e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 181239 members 
Entering Unmasked Estep 
Score: -18569396.000000 Penalty: 3941.635986
	Iteration 94Q: 3 clusters Score -1.85694e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 181263 members 
Entering Unmasked Estep 
Score: -18569380.000000 Penalty: 3941.635986
	Iteration 95Q: 3 clusters Score -1.856938e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 181284 members 
Entering Unmasked Estep 
Score: -18569386.000000 Penalty: 3941.635986
	Iteration 96Q: 3 clusters Score -1.856939e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 181305 members 
Entering Unmasked Estep 
Score: -18569372.000000 Penalty: 3941.635986
	Iteration 97Q: 3 clusters Score -1.856937e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 181326 members 
Entering Unmasked Estep 
Score: -18569350.000000 Penalty: 3941.635986
	Iteration 98Q: 3 clusters Score -1.856935e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 181344 members 
Entering Unmasked Estep 
Score: -18569366.000000 Penalty: 3941.635986
	Iteration 99Q: 3 clusters Score -1.856937e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 181359 members 
Entering Unmasked Estep 
Score: -18569334.000000 Penalty: 3941.635986
	Iteration 100F: 3 clusters Score -1.856933e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 181368 members 
Entering Unmasked Estep 
Score: -18569344.000000 Penalty: 3941.635986
	Iteration 101Q: 3 clusters Score -1.856934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 181382 members 
Entering Unmasked Estep 
Score: -18569328.000000 Penalty: 3941.635986
	Iteration 102Q: 3 clusters Score -1.856933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 181394 members 
Entering Unmasked Estep 
Score: -18569318.000000 Penalty: 3941.635986
	Iteration 103Q: 3 clusters Score -1.856932e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 181412 members 
Entering Unmasked Estep 
Score: -18569296.000000 Penalty: 3941.635986
	Iteration 104Q: 3 clusters Score -1.85693e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 181434 members 
Entering Unmasked Estep 
Score: -18569312.000000 Penalty: 3941.635986
	Iteration 105Q: 3 clusters Score -1.856931e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 181461 members 
Entering Unmasked Estep 
Score: -18569284.000000 Penalty: 3941.635986
	Iteration 106Q: 3 clusters Score -1.856928e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 181480 members 
Entering Unmasked Estep 
Score: -18569294.000000 Penalty: 3941.635986
	Iteration 107Q: 3 clusters Score -1.856929e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 181501 members 
Entering Unmasked Estep 
Score: -18569266.000000 Penalty: 3941.635986
	Iteration 108Q: 3 clusters Score -1.856927e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 181518 members 
Entering Unmasked Estep 
Score: -18569298.000000 Penalty: 3941.635986
	Iteration 109Q: 3 clusters Score -1.85693e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 181540 members 
Entering Unmasked Estep 
Score: -18569234.000000 Penalty: 3941.635986
	Iteration 110Q: 3 clusters Score -1.856923e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 181569 members 
Entering Unmasked Estep 
Score: -18569234.000000 Penalty: 3941.635986
	Iteration 111Q: 3 clusters Score -1.856923e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 181598 members 
Entering Unmasked Estep 
Score: -18569210.000000 Penalty: 3941.635986
	Iteration 112Q: 3 clusters Score -1.856921e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 181627 members 
Entering Unmasked Estep 
Score: -18569188.000000 Penalty: 3941.635986
	Iteration 113Q: 3 clusters Score -1.856919e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 181648 members 
Entering Unmasked Estep 
Score: -18569174.000000 Penalty: 3941.635986
	Iteration 114Q: 3 clusters Score -1.856917e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 181666 members 
Entering Unmasked Estep 
Score: -18569166.000000 Penalty: 3941.635986
	Iteration 115Q: 3 clusters Score -1.856917e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 181687 members 
Entering Unmasked Estep 
Score: -18569154.000000 Penalty: 3941.635986
	Iteration 116Q: 3 clusters Score -1.856915e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 181708 members 
Entering Unmasked Estep 
Score: -18569148.000000 Penalty: 3941.635986
	Iteration 117Q: 3 clusters Score -1.856915e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 181720 members 
Entering Unmasked Estep 
Score: -18569148.000000 Penalty: 3941.635986
	Iteration 118Q: 3 clusters Score -1.856915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 181733 members 
Entering Unmasked Estep 
Score: -18569142.000000 Penalty: 3941.635986
	Iteration 119Q: 3 clusters Score -1.856914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 181743 members 
Entering Unmasked Estep 
Score: -18569130.000000 Penalty: 3941.635986
	Iteration 120F: 3 clusters Score -1.856913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 181751 members 
Entering Unmasked Estep 
Score: -18569118.000000 Penalty: 3941.635986
	Iteration 121Q: 3 clusters Score -1.856912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 181764 members 
Entering Unmasked Estep 
Score: -18569118.000000 Penalty: 3941.635986
	Iteration 122Q: 3 clusters Score -1.856912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 181773 members 
Entering Unmasked Estep 
Score: -18569104.000000 Penalty: 3941.635986
	Iteration 123Q: 3 clusters Score -1.85691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 181782 members 
Entering Unmasked Estep 
Score: -18569092.000000 Penalty: 3941.635986
	Iteration 124Q: 3 clusters Score -1.856909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 181790 members 
Entering Unmasked Estep 
Score: -18569094.000000 Penalty: 3941.635986
	Iteration 125Q: 3 clusters Score -1.856909e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 181804 members 
Entering Unmasked Estep 
Score: -18569090.000000 Penalty: 3941.635986
	Iteration 126Q: 3 clusters Score -1.856909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 181814 members 
Entering Unmasked Estep 
Score: -18569096.000000 Penalty: 3941.635986
	Iteration 127Q: 3 clusters Score -1.85691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 181822 members 
Entering Unmasked Estep 
Score: -18569088.000000 Penalty: 3941.635986
	Iteration 128Q: 3 clusters Score -1.856909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 181831 members 
Entering Unmasked Estep 
Score: -18569094.000000 Penalty: 3941.635986
	Iteration 129Q: 3 clusters Score -1.856909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 181836 members 
Entering Unmasked Estep 
Score: -18569084.000000 Penalty: 3941.635986
	Iteration 130Q: 3 clusters Score -1.856908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 181838 members 
Entering Unmasked Estep 
Score: -18569090.000000 Penalty: 3941.635986
	Iteration 131Q: 3 clusters Score -1.856909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 181840 members 
Entering Unmasked Estep 
Score: -18569094.000000 Penalty: 3941.635986
	Iteration 132Q: 3 clusters Score -1.856909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 181843 members 
Entering Unmasked Estep 
Score: -18569072.000000 Penalty: 3941.635986
	Iteration 133Q: 3 clusters Score -1.856907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 181845 members 
Entering Unmasked Estep 
Score: -18569080.000000 Penalty: 3941.635986
	Iteration 134Q: 3 clusters Score -1.856908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 181846 members 
Entering Unmasked Estep 
Score: -18569076.000000 Penalty: 3941.635986
	Iteration 135Q: 3 clusters Score -1.856908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 181846 members 
Entering Unmasked Estep 
Score: -18569076.000000 Penalty: 3941.635986
	Iteration 136F: 3 clusters Score -1.856908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 7110 members 
Mstep: Class 3 contains 243299 members 
Mstep: Class 4 contains 181846 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 18406 members 
Mstep: Class 8 contains 159827 members 
Mstep: Class 9 contains 35584 members 
Mstep: Class 10 contains 148343 members 
Mstep: Class 11 contains 24365 members 
Mstep: Class 12 contains 201699 members 
Mstep: Class 13 contains 170058 members 
Mstep: Class 14 contains 2163 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 3359 members 
Mstep: Class 17 contains 9856 members 
Mstep: Class 18 contains 56433 members 
Mstep: Class 19 contains 15827 members 
Entering Unmasked Estep 
Score: -127832408.000000 Penalty: 41147.996094
Splitting cluster 1 changes total score from -127838240.000000 to -127832408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (7110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Entering Unmasked Estep 
Score: -728735.812500 Penalty: 1441.254395
	Iteration 0F: 2 clusters Score -728735.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -723388.687500 Penalty: 2882.508789
	Iteration 0F: 3 clusters Score -723388.7 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -724940.437500 Penalty: 2882.508789
	Iteration 1F: 3 clusters Score -724940.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -725139.562500 Penalty: 2882.508789
	Iteration 2F: 3 clusters Score -725139.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -725309.437500 Penalty: 2882.508789
	Iteration 3Q: 3 clusters Score -725309.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -725477.875000 Penalty: 2882.508789
	Iteration 4Q: 3 clusters Score -725477.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -725626.000000 Penalty: 2882.508789
	Iteration 5Q: 3 clusters Score -725626 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -725769.125000 Penalty: 2882.508789
	Iteration 6Q: 3 clusters Score -725769.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -725934.312500 Penalty: 2882.508789
	Iteration 7Q: 3 clusters Score -725934.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -726155.437500 Penalty: 2882.508789
	Iteration 8Q: 3 clusters Score -726155.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -726386.500000 Penalty: 2882.508789
	Iteration 9Q: 3 clusters Score -726386.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -726607.000000 Penalty: 2882.508789
	Iteration 10Q: 3 clusters Score -726607 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -726793.687500 Penalty: 2882.508789
	Iteration 11Q: 3 clusters Score -726793.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -726932.250000 Penalty: 2882.508789
	Iteration 12Q: 3 clusters Score -726932.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -727057.250000 Penalty: 2882.508789
	Iteration 13Q: 3 clusters Score -727057.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -727148.000000 Penalty: 2882.508789
	Iteration 14Q: 3 clusters Score -727148 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -727237.937500 Penalty: 2882.508789
	Iteration 15Q: 3 clusters Score -727237.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -727306.937500 Penalty: 2882.508789
	Iteration 16Q: 3 clusters Score -727306.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -727349.437500 Penalty: 2882.508789
	Iteration 17Q: 3 clusters Score -727349.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -727378.062500 Penalty: 2882.508789
	Iteration 18Q: 3 clusters Score -727378.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -727397.187500 Penalty: 2882.508789
	Iteration 19Q: 3 clusters Score -727397.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -727407.625000 Penalty: 2882.508789
	Iteration 20F: 3 clusters Score -727407.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -727417.437500 Penalty: 2882.508789
	Iteration 21Q: 3 clusters Score -727417.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -727423.187500 Penalty: 2882.508789
	Iteration 22Q: 3 clusters Score -727423.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -727432.562500 Penalty: 2882.508789
	Iteration 23Q: 3 clusters Score -727432.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -727440.375000 Penalty: 2882.508789
	Iteration 24Q: 3 clusters Score -727440.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -727443.812500 Penalty: 2882.508789
	Iteration 25Q: 3 clusters Score -727443.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -727447.625000 Penalty: 2882.508789
	Iteration 26Q: 3 clusters Score -727447.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -727451.312500 Penalty: 2882.508789
	Iteration 27Q: 3 clusters Score -727451.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -727452.125000 Penalty: 2882.508789
	Iteration 28Q: 3 clusters Score -727452.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -727453.000000 Penalty: 2882.508789
	Iteration 29Q: 3 clusters Score -727453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -727455.125000 Penalty: 2882.508789
	Iteration 30Q: 3 clusters Score -727455.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -727455.125000 Penalty: 2882.508789
	Iteration 31F: 3 clusters Score -727455.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (243299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243299 members 
Entering Unmasked Estep 
Score: -24851042.000000 Penalty: 2015.332520
	Iteration 0F: 2 clusters Score -2.485104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121536 members 
Mstep: Class 2 contains 121763 members 
Entering Unmasked Estep 
Score: -24742082.000000 Penalty: 4030.665039
	Iteration 0F: 3 clusters Score -2.474208e+07 nChanged 118312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119350 members 
Mstep: Class 2 contains 123949 members 
Entering Unmasked Estep 
Score: -24812626.000000 Penalty: 4030.665039
	Iteration 1F: 3 clusters Score -2.481263e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119382 members 
Mstep: Class 2 contains 123917 members 
Entering Unmasked Estep 
Score: -24813622.000000 Penalty: 4030.665039
	Iteration 2Q: 3 clusters Score -2.481362e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119522 members 
Mstep: Class 2 contains 123777 members 
Entering Unmasked Estep 
Score: -24814772.000000 Penalty: 4030.665039
	Iteration 3Q: 3 clusters Score -2.481477e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119781 members 
Mstep: Class 2 contains 123518 members 
Entering Unmasked Estep 
Score: -24816054.000000 Penalty: 4030.665039
	Iteration 4Q: 3 clusters Score -2.481605e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120270 members 
Mstep: Class 2 contains 123029 members 
Entering Unmasked Estep 
Score: -24817584.000000 Penalty: 4030.665039
	Iteration 5Q: 3 clusters Score -2.481758e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120968 members 
Mstep: Class 2 contains 122331 members 
Entering Unmasked Estep 
Score: -24819354.000000 Penalty: 4030.665039
	Iteration 6Q: 3 clusters Score -2.481935e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121765 members 
Mstep: Class 2 contains 121534 members 
Entering Unmasked Estep 
Score: -24821576.000000 Penalty: 4030.665039
	Iteration 7Q: 3 clusters Score -2.482158e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122555 members 
Mstep: Class 2 contains 120744 members 
Entering Unmasked Estep 
Score: -24823952.000000 Penalty: 4030.665039
	Iteration 8Q: 3 clusters Score -2.482395e+07 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123319 members 
Mstep: Class 2 contains 119980 members 
Entering Unmasked Estep 
Score: -24826718.000000 Penalty: 4030.665039
	Iteration 9Q: 3 clusters Score -2.482672e+07 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123970 members 
Mstep: Class 2 contains 119329 members 
Entering Unmasked Estep 
Score: -24829926.000000 Penalty: 4030.665039
	Iteration 10Q: 3 clusters Score -2.482993e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124418 members 
Mstep: Class 2 contains 118881 members 
Entering Unmasked Estep 
Score: -24833942.000000 Penalty: 4030.665039
	Iteration 11Q: 3 clusters Score -2.483394e+07 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124763 members 
Mstep: Class 2 contains 118536 members 
Entering Unmasked Estep 
Score: -24839392.000000 Penalty: 4030.665039
	Iteration 12Q: 3 clusters Score -2.483939e+07 nChanged 11506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124959 members 
Mstep: Class 2 contains 118340 members 
Entering Unmasked Estep 
Score: -24846748.000000 Penalty: 4030.665039
	Iteration 13Q: 3 clusters Score -2.484675e+07 nChanged 12502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125381 members 
Mstep: Class 2 contains 117918 members 
Entering Unmasked Estep 
Score: -24855882.000000 Penalty: 4030.665039
	Iteration 14F: 3 clusters Score -2.485588e+07 nChanged 11943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126306 members 
Mstep: Class 2 contains 116993 members 
Entering Unmasked Estep 
Score: -24862884.000000 Penalty: 4030.665039
	Iteration 15Q: 3 clusters Score -2.486288e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127745 members 
Mstep: Class 2 contains 115554 members 
Entering Unmasked Estep 
Score: -24866556.000000 Penalty: 4030.665039
	Iteration 16Q: 3 clusters Score -2.486656e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129510 members 
Mstep: Class 2 contains 113789 members 
Entering Unmasked Estep 
Score: -24868006.000000 Penalty: 4030.665039
	Iteration 17Q: 3 clusters Score -2.486801e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131644 members 
Mstep: Class 2 contains 111655 members 
Entering Unmasked Estep 
Score: -24869386.000000 Penalty: 4030.665039
	Iteration 18Q: 3 clusters Score -2.486939e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133887 members 
Mstep: Class 2 contains 109412 members 
Entering Unmasked Estep 
Score: -24870632.000000 Penalty: 4030.665039
	Iteration 19Q: 3 clusters Score -2.487063e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136301 members 
Mstep: Class 2 contains 106998 members 
Entering Unmasked Estep 
Score: -24871768.000000 Penalty: 4030.665039
	Iteration 20F: 3 clusters Score -2.487177e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139035 members 
Mstep: Class 2 contains 104264 members 
Entering Unmasked Estep 
Score: -24872948.000000 Penalty: 4030.665039
	Iteration 21Q: 3 clusters Score -2.487295e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141874 members 
Mstep: Class 2 contains 101425 members 
Entering Unmasked Estep 
Score: -24874064.000000 Penalty: 4030.665039
	Iteration 22Q: 3 clusters Score -2.487406e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144689 members 
Mstep: Class 2 contains 98610 members 
Entering Unmasked Estep 
Score: -24874968.000000 Penalty: 4030.665039
	Iteration 23Q: 3 clusters Score -2.487497e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147411 members 
Mstep: Class 2 contains 95888 members 
Entering Unmasked Estep 
Score: -24875702.000000 Penalty: 4030.665039
	Iteration 24Q: 3 clusters Score -2.48757e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149988 members 
Mstep: Class 2 contains 93311 members 
Entering Unmasked Estep 
Score: -24876312.000000 Penalty: 4030.665039
	Iteration 25Q: 3 clusters Score -2.487631e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152326 members 
Mstep: Class 2 contains 90973 members 
Entering Unmasked Estep 
Score: -24876838.000000 Penalty: 4030.665039
	Iteration 26Q: 3 clusters Score -2.487684e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154478 members 
Mstep: Class 2 contains 88821 members 
Entering Unmasked Estep 
Score: -24876962.000000 Penalty: 4030.665039
	Iteration 27Q: 3 clusters Score -2.487696e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156296 members 
Mstep: Class 2 contains 87003 members 
Entering Unmasked Estep 
Score: -24876938.000000 Penalty: 4030.665039
	Iteration 28Q: 3 clusters Score -2.487694e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157884 members 
Mstep: Class 2 contains 85415 members 
Entering Unmasked Estep 
Score: -24877090.000000 Penalty: 4030.665039
	Iteration 29Q: 3 clusters Score -2.487709e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159301 members 
Mstep: Class 2 contains 83998 members 
Entering Unmasked Estep 
Score: -24877130.000000 Penalty: 4030.665039
	Iteration 30Q: 3 clusters Score -2.487713e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160485 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -24877120.000000 Penalty: 4030.665039
	Iteration 31Q: 3 clusters Score -2.487712e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161430 members 
Mstep: Class 2 contains 81869 members 
Entering Unmasked Estep 
Score: -24877146.000000 Penalty: 4030.665039
	Iteration 32Q: 3 clusters Score -2.487715e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162233 members 
Mstep: Class 2 contains 81066 members 
Entering Unmasked Estep 
Score: -24877142.000000 Penalty: 4030.665039
	Iteration 33Q: 3 clusters Score -2.487714e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162916 members 
Mstep: Class 2 contains 80383 members 
Entering Unmasked Estep 
Score: -24877268.000000 Penalty: 4030.665039
	Iteration 34Q: 3 clusters Score -2.487727e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163420 members 
Mstep: Class 2 contains 79879 members 
Entering Unmasked Estep 
Score: -24877016.000000 Penalty: 4030.665039
	Iteration 35Q: 3 clusters Score -2.487702e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163810 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -24876876.000000 Penalty: 4030.665039
	Iteration 36Q: 3 clusters Score -2.487688e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164040 members 
Mstep: Class 2 contains 79259 members 
Entering Unmasked Estep 
Score: -24876760.000000 Penalty: 4030.665039
	Iteration 37Q: 3 clusters Score -2.487676e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164164 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -24876720.000000 Penalty: 4030.665039
	Iteration 38Q: 3 clusters Score -2.487672e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164212 members 
Mstep: Class 2 contains 79087 members 
Entering Unmasked Estep 
Score: -24876588.000000 Penalty: 4030.665039
	Iteration 39Q: 3 clusters Score -2.487659e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164218 members 
Mstep: Class 2 contains 79081 members 
Entering Unmasked Estep 
Score: -24876508.000000 Penalty: 4030.665039
	Iteration 40F: 3 clusters Score -2.487651e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164206 members 
Mstep: Class 2 contains 79093 members 
Entering Unmasked Estep 
Score: -24876466.000000 Penalty: 4030.665039
	Iteration 41Q: 3 clusters Score -2.487647e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164196 members 
Mstep: Class 2 contains 79103 members 
Entering Unmasked Estep 
Score: -24876390.000000 Penalty: 4030.665039
	Iteration 42Q: 3 clusters Score -2.487639e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164132 members 
Mstep: Class 2 contains 79167 members 
Entering Unmasked Estep 
Score: -24876310.000000 Penalty: 4030.665039
	Iteration 43Q: 3 clusters Score -2.487631e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164024 members 
Mstep: Class 2 contains 79275 members 
Entering Unmasked Estep 
Score: -24876314.000000 Penalty: 4030.665039
	Iteration 44Q: 3 clusters Score -2.487631e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163904 members 
Mstep: Class 2 contains 79395 members 
Entering Unmasked Estep 
Score: -24876322.000000 Penalty: 4030.665039
	Iteration 45Q: 3 clusters Score -2.487632e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163774 members 
Mstep: Class 2 contains 79525 members 
Entering Unmasked Estep 
Score: -24876320.000000 Penalty: 4030.665039
	Iteration 46Q: 3 clusters Score -2.487632e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163666 members 
Mstep: Class 2 contains 79633 members 
Entering Unmasked Estep 
Score: -24876346.000000 Penalty: 4030.665039
	Iteration 47Q: 3 clusters Score -2.487635e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163563 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -24876312.000000 Penalty: 4030.665039
	Iteration 48Q: 3 clusters Score -2.487631e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163445 members 
Mstep: Class 2 contains 79854 members 
Entering Unmasked Estep 
Score: -24876332.000000 Penalty: 4030.665039
	Iteration 49Q: 3 clusters Score -2.487633e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163306 members 
Mstep: Class 2 contains 79993 members 
Entering Unmasked Estep 
Score: -24876416.000000 Penalty: 4030.665039
	Iteration 50Q: 3 clusters Score -2.487642e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163168 members 
Mstep: Class 2 contains 80131 members 
Entering Unmasked Estep 
Score: -24876484.000000 Penalty: 4030.665039
	Iteration 51Q: 3 clusters Score -2.487648e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163055 members 
Mstep: Class 2 contains 80244 members 
Entering Unmasked Estep 
Score: -24876578.000000 Penalty: 4030.665039
	Iteration 52Q: 3 clusters Score -2.487658e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162953 members 
Mstep: Class 2 contains 80346 members 
Entering Unmasked Estep 
Score: -24876616.000000 Penalty: 4030.665039
	Iteration 53Q: 3 clusters Score -2.487662e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162849 members 
Mstep: Class 2 contains 80450 members 
Entering Unmasked Estep 
Score: -24876718.000000 Penalty: 4030.665039
	Iteration 54Q: 3 clusters Score -2.487672e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162739 members 
Mstep: Class 2 contains 80560 members 
Entering Unmasked Estep 
Score: -24876822.000000 Penalty: 4030.665039
	Iteration 55Q: 3 clusters Score -2.487682e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162639 members 
Mstep: Class 2 contains 80660 members 
Entering Unmasked Estep 
Score: -24876842.000000 Penalty: 4030.665039
	Iteration 56Q: 3 clusters Score -2.487684e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162551 members 
Mstep: Class 2 contains 80748 members 
Entering Unmasked Estep 
Score: -24876840.000000 Penalty: 4030.665039
	Iteration 57Q: 3 clusters Score -2.487684e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162483 members 
Mstep: Class 2 contains 80816 members 
Entering Unmasked Estep 
Score: -24876842.000000 Penalty: 4030.665039
	Iteration 58Q: 3 clusters Score -2.487684e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162419 members 
Mstep: Class 2 contains 80880 members 
Entering Unmasked Estep 
Score: -24876838.000000 Penalty: 4030.665039
	Iteration 59Q: 3 clusters Score -2.487684e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162353 members 
Mstep: Class 2 contains 80946 members 
Entering Unmasked Estep 
Score: -24876854.000000 Penalty: 4030.665039
	Iteration 60F: 3 clusters Score -2.487685e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162297 members 
Mstep: Class 2 contains 81002 members 
Entering Unmasked Estep 
Score: -24876852.000000 Penalty: 4030.665039
	Iteration 61Q: 3 clusters Score -2.487685e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162237 members 
Mstep: Class 2 contains 81062 members 
Entering Unmasked Estep 
Score: -24876844.000000 Penalty: 4030.665039
	Iteration 62Q: 3 clusters Score -2.487684e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162174 members 
Mstep: Class 2 contains 81125 members 
Entering Unmasked Estep 
Score: -24876856.000000 Penalty: 4030.665039
	Iteration 63Q: 3 clusters Score -2.487686e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162115 members 
Mstep: Class 2 contains 81184 members 
Entering Unmasked Estep 
Score: -24876876.000000 Penalty: 4030.665039
	Iteration 64Q: 3 clusters Score -2.487688e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162070 members 
Mstep: Class 2 contains 81229 members 
Entering Unmasked Estep 
Score: -24876910.000000 Penalty: 4030.665039
	Iteration 65Q: 3 clusters Score -2.487691e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162027 members 
Mstep: Class 2 contains 81272 members 
Entering Unmasked Estep 
Score: -24876918.000000 Penalty: 4030.665039
	Iteration 66Q: 3 clusters Score -2.487692e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161984 members 
Mstep: Class 2 contains 81315 members 
Entering Unmasked Estep 
Score: -24876908.000000 Penalty: 4030.665039
	Iteration 67Q: 3 clusters Score -2.487691e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161948 members 
Mstep: Class 2 contains 81351 members 
Entering Unmasked Estep 
Score: -24876932.000000 Penalty: 4030.665039
	Iteration 68Q: 3 clusters Score -2.487693e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161905 members 
Mstep: Class 2 contains 81394 members 
Entering Unmasked Estep 
Score: -24876978.000000 Penalty: 4030.665039
	Iteration 69Q: 3 clusters Score -2.487698e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161859 members 
Mstep: Class 2 contains 81440 members 
Entering Unmasked Estep 
Score: -24876974.000000 Penalty: 4030.665039
	Iteration 70Q: 3 clusters Score -2.487697e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161815 members 
Mstep: Class 2 contains 81484 members 
Entering Unmasked Estep 
Score: -24876970.000000 Penalty: 4030.665039
	Iteration 71Q: 3 clusters Score -2.487697e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161787 members 
Mstep: Class 2 contains 81512 members 
Entering Unmasked Estep 
Score: -24876986.000000 Penalty: 4030.665039
	Iteration 72Q: 3 clusters Score -2.487699e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161760 members 
Mstep: Class 2 contains 81539 members 
Entering Unmasked Estep 
Score: -24876968.000000 Penalty: 4030.665039
	Iteration 73Q: 3 clusters Score -2.487697e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161735 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -24876986.000000 Penalty: 4030.665039
	Iteration 74Q: 3 clusters Score -2.487699e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161716 members 
Mstep: Class 2 contains 81583 members 
Entering Unmasked Estep 
Score: -24876986.000000 Penalty: 4030.665039
	Iteration 75Q: 3 clusters Score -2.487699e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161698 members 
Mstep: Class 2 contains 81601 members 
Entering Unmasked Estep 
Score: -24877014.000000 Penalty: 4030.665039
	Iteration 76Q: 3 clusters Score -2.487701e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161683 members 
Mstep: Class 2 contains 81616 members 
Entering Unmasked Estep 
Score: -24877012.000000 Penalty: 4030.665039
	Iteration 77Q: 3 clusters Score -2.487701e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161668 members 
Mstep: Class 2 contains 81631 members 
Entering Unmasked Estep 
Score: -24877026.000000 Penalty: 4030.665039
	Iteration 78Q: 3 clusters Score -2.487703e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161654 members 
Mstep: Class 2 contains 81645 members 
Entering Unmasked Estep 
Score: -24877034.000000 Penalty: 4030.665039
	Iteration 79Q: 3 clusters Score -2.487703e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161640 members 
Mstep: Class 2 contains 81659 members 
Entering Unmasked Estep 
Score: -24877048.000000 Penalty: 4030.665039
	Iteration 80F: 3 clusters Score -2.487705e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161628 members 
Mstep: Class 2 contains 81671 members 
Entering Unmasked Estep 
Score: -24877064.000000 Penalty: 4030.665039
	Iteration 81Q: 3 clusters Score -2.487706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161622 members 
Mstep: Class 2 contains 81677 members 
Entering Unmasked Estep 
Score: -24877062.000000 Penalty: 4030.665039
	Iteration 82Q: 3 clusters Score -2.487706e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161615 members 
Mstep: Class 2 contains 81684 members 
Entering Unmasked Estep 
Score: -24877062.000000 Penalty: 4030.665039
	Iteration 83Q: 3 clusters Score -2.487706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161611 members 
Mstep: Class 2 contains 81688 members 
Entering Unmasked Estep 
Score: -24877068.000000 Penalty: 4030.665039
	Iteration 84Q: 3 clusters Score -2.487707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161608 members 
Mstep: Class 2 contains 81691 members 
Entering Unmasked Estep 
Score: -24877068.000000 Penalty: 4030.665039
	Iteration 85Q: 3 clusters Score -2.487707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161606 members 
Mstep: Class 2 contains 81693 members 
Entering Unmasked Estep 
Score: -24877074.000000 Penalty: 4030.665039
	Iteration 86Q: 3 clusters Score -2.487707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161606 members 
Mstep: Class 2 contains 81693 members 
Entering Unmasked Estep 
Score: -24877066.000000 Penalty: 4030.665039
	Iteration 87Q: 3 clusters Score -2.487707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161604 members 
Mstep: Class 2 contains 81695 members 
Entering Unmasked Estep 
Score: -24877086.000000 Penalty: 4030.665039
	Iteration 88Q: 3 clusters Score -2.487709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161605 members 
Mstep: Class 2 contains 81694 members 
Entering Unmasked Estep 
Score: -24877072.000000 Penalty: 4030.665039
	Iteration 89Q: 3 clusters Score -2.487707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161605 members 
Mstep: Class 2 contains 81694 members 
Entering Unmasked Estep 
Score: -24877076.000000 Penalty: 4030.665039
	Iteration 90Q: 3 clusters Score -2.487708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161604 members 
Mstep: Class 2 contains 81695 members 
Entering Unmasked Estep 
Score: -24877076.000000 Penalty: 4030.665039
	Iteration 91Q: 3 clusters Score -2.487708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161604 members 
Mstep: Class 2 contains 81695 members 
Entering Unmasked Estep 
Score: -24877076.000000 Penalty: 4030.665039
	Iteration 92F: 3 clusters Score -2.487708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 185000 members 
Mstep: Class 2 contains 7110 members 
Mstep: Class 3 contains 161604 members 
Mstep: Class 4 contains 81695 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 18406 members 
Mstep: Class 8 contains 159827 members 
Mstep: Class 9 contains 35584 members 
Mstep: Class 10 contains 148343 members 
Mstep: Class 11 contains 24365 members 
Mstep: Class 12 contains 201699 members 
Mstep: Class 13 contains 170058 members 
Mstep: Class 14 contains 2163 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 3359 members 
Mstep: Class 17 contains 9856 members 
Mstep: Class 18 contains 56433 members 
Mstep: Class 19 contains 15827 members 
Entering Unmasked Estep 
Score: -127856160.000000 Penalty: 41147.996094
Splitting cluster 3 changes total score from -127838240.000000 to -127856160.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -401401.937500 Penalty: 1341.149414
	Iteration 0F: 2 clusters Score -401401.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -398103.875000 Penalty: 2682.298828
	Iteration 0F: 3 clusters Score -398103.9 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -398900.250000 Penalty: 2682.298828
	Iteration 1F: 3 clusters Score -398900.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -399071.218750 Penalty: 2682.298828
	Iteration 2F: 3 clusters Score -399071.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -399196.031250 Penalty: 2682.298828
	Iteration 3F: 3 clusters Score -399196 nChanged 164
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: -399274.062500 Penalty: 2682.298828
	Iteration 4Q: 3 clusters Score -399274.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -399333.500000 Penalty: 2682.298828
	Iteration 5Q: 3 clusters Score -399333.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -399378.281250 Penalty: 2682.298828
	Iteration 6Q: 3 clusters Score -399378.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -399432.812500 Penalty: 2682.298828
	Iteration 7Q: 3 clusters Score -399432.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -399481.906250 Penalty: 2682.298828
	Iteration 8Q: 3 clusters Score -399481.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -399525.031250 Penalty: 2682.298828
	Iteration 9Q: 3 clusters Score -399525 nChanged 87
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: -399568.812500 Penalty: 2682.298828
	Iteration 10Q: 3 clusters Score -399568.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -399620.468750 Penalty: 2682.298828
	Iteration 11Q: 3 clusters Score -399620.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -399668.656250 Penalty: 2682.298828
	Iteration 12Q: 3 clusters Score -399668.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -399729.875000 Penalty: 2682.298828
	Iteration 13Q: 3 clusters Score -399729.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -399790.562500 Penalty: 2682.298828
	Iteration 14Q: 3 clusters Score -399790.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -399848.531250 Penalty: 2682.298828
	Iteration 15Q: 3 clusters Score -399848.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -399896.500000 Penalty: 2682.298828
	Iteration 16Q: 3 clusters Score -399896.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -399925.718750 Penalty: 2682.298828
	Iteration 17Q: 3 clusters Score -399925.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -399955.062500 Penalty: 2682.298828
	Iteration 18Q: 3 clusters Score -399955.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -399980.781250 Penalty: 2682.298828
	Iteration 19Q: 3 clusters Score -399980.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -400002.750000 Penalty: 2682.298828
	Iteration 20F: 3 clusters Score -400002.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -400025.312500 Penalty: 2682.298828
	Iteration 21Q: 3 clusters Score -400025.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -400050.281250 Penalty: 2682.298828
	Iteration 22Q: 3 clusters Score -400050.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -400070.906250 Penalty: 2682.298828
	Iteration 23Q: 3 clusters Score -400070.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -400083.187500 Penalty: 2682.298828
	Iteration 24Q: 3 clusters Score -400083.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -400097.000000 Penalty: 2682.298828
	Iteration 25Q: 3 clusters Score -400097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -400113.437500 Penalty: 2682.298828
	Iteration 26Q: 3 clusters Score -400113.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -400128.718750 Penalty: 2682.298828
	Iteration 27Q: 3 clusters Score -400128.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -400138.625000 Penalty: 2682.298828
	Iteration 28Q: 3 clusters Score -400138.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -400148.781250 Penalty: 2682.298828
	Iteration 29Q: 3 clusters Score -400148.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -400154.500000 Penalty: 2682.298828
	Iteration 30Q: 3 clusters Score -400154.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -400162.468750 Penalty: 2682.298828
	Iteration 31Q: 3 clusters Score -400162.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -400168.937500 Penalty: 2682.298828
	Iteration 32Q: 3 clusters Score -400168.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -400174.406250 Penalty: 2682.298828
	Iteration 33Q: 3 clusters Score -400174.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -400179.937500 Penalty: 2682.298828
	Iteration 34Q: 3 clusters Score -400179.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -400186.812500 Penalty: 2682.298828
	Iteration 35Q: 3 clusters Score -400186.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -400187.937500 Penalty: 2682.298828
	Iteration 36Q: 3 clusters Score -400187.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -400188.781250 Penalty: 2682.298828
	Iteration 37Q: 3 clusters Score -400188.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -400190.031250 Penalty: 2682.298828
	Iteration 38Q: 3 clusters Score -400190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -400191.062500 Penalty: 2682.298828
	Iteration 39Q: 3 clusters Score -400191.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -400192.937500 Penalty: 2682.298828
	Iteration 40F: 3 clusters Score -400192.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -400193.468750 Penalty: 2682.298828
	Iteration 41Q: 3 clusters Score -400193.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -400193.468750 Penalty: 2682.298828
	Iteration 42F: 3 clusters Score -400193.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Entering Unmasked Estep 
Score: -1907262.750000 Penalty: 1595.820190
	Iteration 0F: 2 clusters Score -1907263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1894619.250000 Penalty: 3191.640381
	Iteration 0F: 3 clusters Score -1894619 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1899193.250000 Penalty: 3191.640381
	Iteration 1F: 3 clusters Score -1899193 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1899683.125000 Penalty: 3191.640381
	Iteration 2F: 3 clusters Score -1899683 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1900243.250000 Penalty: 3191.640381
	Iteration 3F: 3 clusters Score -1900243 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1900926.375000 Penalty: 3191.640381
	Iteration 4F: 3 clusters Score -1900926 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1901802.375000 Penalty: 3191.640381
	Iteration 5F: 3 clusters Score -1901802 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1902919.500000 Penalty: 3191.640381
	Iteration 6F: 3 clusters Score -1902920 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -1904051.875000 Penalty: 3191.640381
	Iteration 7F: 3 clusters Score -1904052 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -1904863.250000 Penalty: 3191.640381
	Iteration 8Q: 3 clusters Score -1904863 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -1905365.375000 Penalty: 3191.640381
	Iteration 9Q: 3 clusters Score -1905365 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -1905606.250000 Penalty: 3191.640381
	Iteration 10Q: 3 clusters Score -1905606 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -1905711.875000 Penalty: 3191.640381
	Iteration 11Q: 3 clusters Score -1905712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -1905775.875000 Penalty: 3191.640381
	Iteration 12Q: 3 clusters Score -1905776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -1905815.625000 Penalty: 3191.640381
	Iteration 13Q: 3 clusters Score -1905816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -1905832.750000 Penalty: 3191.640381
	Iteration 14Q: 3 clusters Score -1905833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -1905839.250000 Penalty: 3191.640381
	Iteration 15Q: 3 clusters Score -1905839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -1905842.500000 Penalty: 3191.640381
	Iteration 16Q: 3 clusters Score -1905842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -1905846.750000 Penalty: 3191.640381
	Iteration 17Q: 3 clusters Score -1905847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -1905851.750000 Penalty: 3191.640381
	Iteration 18Q: 3 clusters Score -1905852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -1905852.250000 Penalty: 3191.640381
	Iteration 19Q: 3 clusters Score -1905852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -1905853.500000 Penalty: 3191.640381
	Iteration 20F: 3 clusters Score -1905854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -1905863.250000 Penalty: 3191.640381
	Iteration 21Q: 3 clusters Score -1905863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -1905865.125000 Penalty: 3191.640381
	Iteration 22Q: 3 clusters Score -1905865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -1905865.500000 Penalty: 3191.640381
	Iteration 23Q: 3 clusters Score -1905866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -1905865.500000 Penalty: 3191.640381
	Iteration 24F: 3 clusters Score -1905866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (159827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159827 members 
Entering Unmasked Estep 
Score: -16106500.000000 Penalty: 1947.050049
	Iteration 0F: 2 clusters Score -1.61065e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79689 members 
Mstep: Class 2 contains 80138 members 
Entering Unmasked Estep 
Score: -16001366.000000 Penalty: 3894.100098
	Iteration 0F: 3 clusters Score -1.600137e+07 nChanged 77241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74650 members 
Mstep: Class 2 contains 85177 members 
Entering Unmasked Estep 
Score: -16046881.000000 Penalty: 3894.100098
	Iteration 1F: 3 clusters Score -1.604688e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71425 members 
Mstep: Class 2 contains 88402 members 
Entering Unmasked Estep 
Score: -16048395.000000 Penalty: 3894.100098
	Iteration 2Q: 3 clusters Score -1.60484e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66553 members 
Mstep: Class 2 contains 93274 members 
Entering Unmasked Estep 
Score: -16051035.000000 Penalty: 3894.100098
	Iteration 3Q: 3 clusters Score -1.605104e+07 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59479 members 
Mstep: Class 2 contains 100348 members 
Entering Unmasked Estep 
Score: -16055466.000000 Penalty: 3894.100098
	Iteration 4F: 3 clusters Score -1.605547e+07 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 109672 members 
Entering Unmasked Estep 
Score: -16062414.000000 Penalty: 3894.100098
	Iteration 5F: 3 clusters Score -1.606241e+07 nChanged 11597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 120937 members 
Entering Unmasked Estep 
Score: -16071635.000000 Penalty: 3894.100098
	Iteration 6F: 3 clusters Score -1.607164e+07 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 133118 members 
Entering Unmasked Estep 
Score: -16082513.000000 Penalty: 3894.100098
	Iteration 7F: 3 clusters Score -1.608251e+07 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 144048 members 
Entering Unmasked Estep 
Score: -16092485.000000 Penalty: 3894.100098
	Iteration 8F: 3 clusters Score -1.609248e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 151983 members 
Entering Unmasked Estep 
Score: -16099181.000000 Penalty: 3894.100098
	Iteration 9Q: 3 clusters Score -1.609918e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 156468 members 
Entering Unmasked Estep 
Score: -16102444.000000 Penalty: 3894.100098
	Iteration 10Q: 3 clusters Score -1.610244e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 158417 members 
Entering Unmasked Estep 
Score: -16103889.000000 Penalty: 3894.100098
	Iteration 11Q: 3 clusters Score -1.610389e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 159153 members 
Entering Unmasked Estep 
Score: -16104405.000000 Penalty: 3894.100098
	Iteration 12Q: 3 clusters Score -1.61044e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 159410 members 
Entering Unmasked Estep 
Score: -16104554.000000 Penalty: 3894.100098
	Iteration 13Q: 3 clusters Score -1.610455e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 159501 members 
Entering Unmasked Estep 
Score: -16104664.000000 Penalty: 3894.100098
	Iteration 14Q: 3 clusters Score -1.610466e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 159544 members 
Entering Unmasked Estep 
Score: -16104730.000000 Penalty: 3894.100098
	Iteration 15Q: 3 clusters Score -1.610473e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 159561 members 
Entering Unmasked Estep 
Score: -16104754.000000 Penalty: 3894.100098
	Iteration 16Q: 3 clusters Score -1.610475e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 159570 members 
Entering Unmasked Estep 
Score: -16104785.000000 Penalty: 3894.100098
	Iteration 17Q: 3 clusters Score -1.610478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 159576 members 
Entering Unmasked Estep 
Score: -16104797.000000 Penalty: 3894.100098
	Iteration 18Q: 3 clusters Score -1.61048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 159578 members 
Entering Unmasked Estep 
Score: -16104798.000000 Penalty: 3894.100098
	Iteration 19Q: 3 clusters Score -1.61048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 159581 members 
Entering Unmasked Estep 
Score: -16104811.000000 Penalty: 3894.100098
	Iteration 20F: 3 clusters Score -1.610481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 159584 members 
Entering Unmasked Estep 
Score: -16104813.000000 Penalty: 3894.100098
	Iteration 21Q: 3 clusters Score -1.610481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 159586 members 
Entering Unmasked Estep 
Score: -16104822.000000 Penalty: 3894.100098
	Iteration 22Q: 3 clusters Score -1.610482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 159589 members 
Entering Unmasked Estep 
Score: -16104824.000000 Penalty: 3894.100098
	Iteration 23Q: 3 clusters Score -1.610482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 159591 members 
Entering Unmasked Estep 
Score: -16104824.000000 Penalty: 3894.100098
	Iteration 24Q: 3 clusters Score -1.610482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 159588 members 
Entering Unmasked Estep 
Score: -16104830.000000 Penalty: 3894.100098
	Iteration 25Q: 3 clusters Score -1.610483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 159587 members 
Entering Unmasked Estep 
Score: -16104830.000000 Penalty: 3894.100098
	Iteration 26Q: 3 clusters Score -1.610483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 159588 members 
Entering Unmasked Estep 
Score: -16104836.000000 Penalty: 3894.100098
	Iteration 27Q: 3 clusters Score -1.610484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 159589 members 
Entering Unmasked Estep 
Score: -16104832.000000 Penalty: 3894.100098
	Iteration 28Q: 3 clusters Score -1.610483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 159590 members 
Entering Unmasked Estep 
Score: -16104839.000000 Penalty: 3894.100098
	Iteration 29Q: 3 clusters Score -1.610484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 159591 members 
Entering Unmasked Estep 
Score: -16104847.000000 Penalty: 3894.100098
	Iteration 30Q: 3 clusters Score -1.610485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 159594 members 
Entering Unmasked Estep 
Score: -16104847.000000 Penalty: 3894.100098
	Iteration 31Q: 3 clusters Score -1.610485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 159595 members 
Entering Unmasked Estep 
Score: -16104859.000000 Penalty: 3894.100098
	Iteration 32Q: 3 clusters Score -1.610486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 159591 members 
Entering Unmasked Estep 
Score: -16104858.000000 Penalty: 3894.100098
	Iteration 33Q: 3 clusters Score -1.610486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 159592 members 
Entering Unmasked Estep 
Score: -16104857.000000 Penalty: 3894.100098
	Iteration 34Q: 3 clusters Score -1.610486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 159594 members 
Entering Unmasked Estep 
Score: -16104853.000000 Penalty: 3894.100098
	Iteration 35Q: 3 clusters Score -1.610485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 159594 members 
Entering Unmasked Estep 
Score: -16104863.000000 Penalty: 3894.100098
	Iteration 36Q: 3 clusters Score -1.610486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 159595 members 
Entering Unmasked Estep 
Score: -16104855.000000 Penalty: 3894.100098
	Iteration 37Q: 3 clusters Score -1.610486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 159595 members 
Entering Unmasked Estep 
Score: -16104864.000000 Penalty: 3894.100098
	Iteration 38Q: 3 clusters Score -1.610486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 159596 members 
Entering Unmasked Estep 
Score: -16104873.000000 Penalty: 3894.100098
	Iteration 39Q: 3 clusters Score -1.610487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 159596 members 
Entering Unmasked Estep 
Score: -16104873.000000 Penalty: 3894.100098
	Iteration 40F: 3 clusters Score -1.610487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Entering Unmasked Estep 
Score: -3625500.250000 Penalty: 1702.943359
	Iteration 0F: 2 clusters Score -3625500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -3601583.500000 Penalty: 3405.886719
	Iteration 0F: 3 clusters Score -3601584 nChanged 16494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -3610833.250000 Penalty: 3405.886719
	Iteration 1F: 3 clusters Score -3610833 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -3611678.000000 Penalty: 3405.886719
	Iteration 2Q: 3 clusters Score -3611678 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3613107.750000 Penalty: 3405.886719
	Iteration 3F: 3 clusters Score -3613108 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -3615404.000000 Penalty: 3405.886719
	Iteration 4F: 3 clusters Score -3615404 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -3618128.250000 Penalty: 3405.886719
	Iteration 5F: 3 clusters Score -3618128 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -3620824.250000 Penalty: 3405.886719
	Iteration 6F: 3 clusters Score -3620824 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -3622765.250000 Penalty: 3405.886719
	Iteration 7F: 3 clusters Score -3622765 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -3623684.250000 Penalty: 3405.886719
	Iteration 8Q: 3 clusters Score -3623684 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -3623994.750000 Penalty: 3405.886719
	Iteration 9Q: 3 clusters Score -3623995 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -3624170.000000 Penalty: 3405.886719
	Iteration 10Q: 3 clusters Score -3624170 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -3624296.750000 Penalty: 3405.886719
	Iteration 11Q: 3 clusters Score -3624297 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -3624361.000000 Penalty: 3405.886719
	Iteration 12Q: 3 clusters Score -3624361 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -3624423.750000 Penalty: 3405.886719
	Iteration 13Q: 3 clusters Score -3624424 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -3624471.500000 Penalty: 3405.886719
	Iteration 14Q: 3 clusters Score -3624472 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -3624508.750000 Penalty: 3405.886719
	Iteration 15Q: 3 clusters Score -3624509 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3624529.250000 Penalty: 3405.886719
	Iteration 16Q: 3 clusters Score -3624529 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -3624559.000000 Penalty: 3405.886719
	Iteration 17Q: 3 clusters Score -3624559 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -3624591.750000 Penalty: 3405.886719
	Iteration 18Q: 3 clusters Score -3624592 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -3624620.750000 Penalty: 3405.886719
	Iteration 19Q: 3 clusters Score -3624621 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -3624625.500000 Penalty: 3405.886719
	Iteration 20F: 3 clusters Score -3624626 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -3624633.000000 Penalty: 3405.886719
	Iteration 21Q: 3 clusters Score -3624633 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -3624663.500000 Penalty: 3405.886719
	Iteration 22Q: 3 clusters Score -3624664 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3624688.000000 Penalty: 3405.886719
	Iteration 23Q: 3 clusters Score -3624688 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3624705.500000 Penalty: 3405.886719
	Iteration 24Q: 3 clusters Score -3624706 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3624731.500000 Penalty: 3405.886719
	Iteration 25Q: 3 clusters Score -3624732 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3624756.250000 Penalty: 3405.886719
	Iteration 26Q: 3 clusters Score -3624756 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3624762.000000 Penalty: 3405.886719
	Iteration 27Q: 3 clusters Score -3624762 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3624772.750000 Penalty: 3405.886719
	Iteration 28Q: 3 clusters Score -3624773 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3624785.750000 Penalty: 3405.886719
	Iteration 29Q: 3 clusters Score -3624786 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3624793.500000 Penalty: 3405.886719
	Iteration 30Q: 3 clusters Score -3624794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3624803.500000 Penalty: 3405.886719
	Iteration 31Q: 3 clusters Score -3624804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -3624808.500000 Penalty: 3405.886719
	Iteration 32Q: 3 clusters Score -3624808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3624815.750000 Penalty: 3405.886719
	Iteration 33Q: 3 clusters Score -3624816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -3624823.000000 Penalty: 3405.886719
	Iteration 34Q: 3 clusters Score -3624823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3624826.500000 Penalty: 3405.886719
	Iteration 35Q: 3 clusters Score -3624826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3624836.750000 Penalty: 3405.886719
	Iteration 36Q: 3 clusters Score -3624837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3624841.000000 Penalty: 3405.886719
	Iteration 37Q: 3 clusters Score -3624841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -3624847.000000 Penalty: 3405.886719
	Iteration 38Q: 3 clusters Score -3624847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3624850.500000 Penalty: 3405.886719
	Iteration 39Q: 3 clusters Score -3624850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3624851.500000 Penalty: 3405.886719
	Iteration 40F: 3 clusters Score -3624852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3624847.500000 Penalty: 3405.886719
	Iteration 41Q: 3 clusters Score -3624848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3624847.250000 Penalty: 3405.886719
	Iteration 42Q: 3 clusters Score -3624847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3624851.250000 Penalty: 3405.886719
	Iteration 43Q: 3 clusters Score -3624851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3624852.500000 Penalty: 3405.886719
	Iteration 44Q: 3 clusters Score -3624852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3624855.500000 Penalty: 3405.886719
	Iteration 45Q: 3 clusters Score -3624856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3624855.500000 Penalty: 3405.886719
	Iteration 46Q: 3 clusters Score -3624856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3624850.250000 Penalty: 3405.886719
	Iteration 47Q: 3 clusters Score -3624850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3624851.000000 Penalty: 3405.886719
	Iteration 48Q: 3 clusters Score -3624851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -3624856.750000 Penalty: 3405.886719
	Iteration 49Q: 3 clusters Score -3624857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3624858.750000 Penalty: 3405.886719
	Iteration 50Q: 3 clusters Score -3624859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3624856.250000 Penalty: 3405.886719
	Iteration 51Q: 3 clusters Score -3624856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3624851.000000 Penalty: 3405.886719
	Iteration 52Q: 3 clusters Score -3624851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3624856.250000 Penalty: 3405.886719
	Iteration 53Q: 3 clusters Score -3624856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3624857.000000 Penalty: 3405.886719
	Iteration 54Q: 3 clusters Score -3624857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3624855.250000 Penalty: 3405.886719
	Iteration 55Q: 3 clusters Score -3624855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3624854.750000 Penalty: 3405.886719
	Iteration 56Q: 3 clusters Score -3624855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3624857.750000 Penalty: 3405.886719
	Iteration 57Q: 3 clusters Score -3624858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3624860.500000 Penalty: 3405.886719
	Iteration 58Q: 3 clusters Score -3624860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3624862.250000 Penalty: 3405.886719
	Iteration 59Q: 3 clusters Score -3624862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3624861.750000 Penalty: 3405.886719
	Iteration 60F: 3 clusters Score -3624862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3624864.250000 Penalty: 3405.886719
	Iteration 61Q: 3 clusters Score -3624864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3624864.250000 Penalty: 3405.886719
	Iteration 62F: 3 clusters Score -3624864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (148343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148343 members 
Entering Unmasked Estep 
Score: -15020334.000000 Penalty: 1934.933472
	Iteration 0F: 2 clusters Score -1.502033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74246 members 
Mstep: Class 2 contains 74097 members 
Entering Unmasked Estep 
Score: -14921862.000000 Penalty: 3869.866943
	Iteration 0F: 3 clusters Score -1.492186e+07 nChanged 71391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75519 members 
Mstep: Class 2 contains 72824 members 
Entering Unmasked Estep 
Score: -14963133.000000 Penalty: 3869.866943
	Iteration 1F: 3 clusters Score -1.496313e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 72008 members 
Entering Unmasked Estep 
Score: -14964012.000000 Penalty: 3869.866943
	Iteration 2Q: 3 clusters Score -1.496401e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77763 members 
Mstep: Class 2 contains 70580 members 
Entering Unmasked Estep 
Score: -14965041.000000 Penalty: 3869.866943
	Iteration 3Q: 3 clusters Score -1.496504e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79994 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -14966316.000000 Penalty: 3869.866943
	Iteration 4Q: 3 clusters Score -1.496632e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83443 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -14968007.000000 Penalty: 3869.866943
	Iteration 5Q: 3 clusters Score -1.496801e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88505 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -14970587.000000 Penalty: 3869.866943
	Iteration 6Q: 3 clusters Score -1.497059e+07 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95834 members 
Mstep: Class 2 contains 52509 members 
Entering Unmasked Estep 
Score: -14974457.000000 Penalty: 3869.866943
	Iteration 7F: 3 clusters Score -1.497446e+07 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105787 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -14980971.000000 Penalty: 3869.866943
	Iteration 8F: 3 clusters Score -1.498097e+07 nChanged 12020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117685 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -14990405.000000 Penalty: 3869.866943
	Iteration 9F: 3 clusters Score -1.49904e+07 nChanged 12313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129980 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -15001655.000000 Penalty: 3869.866943
	Iteration 10F: 3 clusters Score -1.500166e+07 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139549 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -15010924.000000 Penalty: 3869.866943
	Iteration 11F: 3 clusters Score -1.501092e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144988 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -15016090.000000 Penalty: 3869.866943
	Iteration 12Q: 3 clusters Score -1.501609e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147114 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -15017727.000000 Penalty: 3869.866943
	Iteration 13Q: 3 clusters Score -1.501773e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147787 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -15018269.000000 Penalty: 3869.866943
	Iteration 14Q: 3 clusters Score -1.501827e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147991 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -15018448.000000 Penalty: 3869.866943
	Iteration 15Q: 3 clusters Score -1.501845e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148063 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -15018567.000000 Penalty: 3869.866943
	Iteration 16Q: 3 clusters Score -1.501857e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148082 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -15018605.000000 Penalty: 3869.866943
	Iteration 17Q: 3 clusters Score -1.50186e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148089 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15018653.000000 Penalty: 3869.866943
	Iteration 18Q: 3 clusters Score -1.501865e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148097 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -15018687.000000 Penalty: 3869.866943
	Iteration 19Q: 3 clusters Score -1.501869e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148097 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -15018708.000000 Penalty: 3869.866943
	Iteration 20F: 3 clusters Score -1.501871e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148094 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15018710.000000 Penalty: 3869.866943
	Iteration 21Q: 3 clusters Score -1.501871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148093 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15018719.000000 Penalty: 3869.866943
	Iteration 22Q: 3 clusters Score -1.501872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148094 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15018736.000000 Penalty: 3869.866943
	Iteration 23Q: 3 clusters Score -1.501874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148092 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -15018737.000000 Penalty: 3869.866943
	Iteration 24Q: 3 clusters Score -1.501874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148091 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -15018748.000000 Penalty: 3869.866943
	Iteration 25Q: 3 clusters Score -1.501875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148089 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15018749.000000 Penalty: 3869.866943
	Iteration 26Q: 3 clusters Score -1.501875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148086 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -15018751.000000 Penalty: 3869.866943
	Iteration 27Q: 3 clusters Score -1.501875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148081 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15018770.000000 Penalty: 3869.866943
	Iteration 28Q: 3 clusters Score -1.501877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148077 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15018764.000000 Penalty: 3869.866943
	Iteration 29Q: 3 clusters Score -1.501876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148074 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -15018770.000000 Penalty: 3869.866943
	Iteration 30Q: 3 clusters Score -1.501877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148072 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -15018770.000000 Penalty: 3869.866943
	Iteration 31Q: 3 clusters Score -1.501877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148070 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -15018776.000000 Penalty: 3869.866943
	Iteration 32Q: 3 clusters Score -1.501878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148068 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -15018789.000000 Penalty: 3869.866943
	Iteration 33Q: 3 clusters Score -1.501879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148067 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -15018785.000000 Penalty: 3869.866943
	Iteration 34Q: 3 clusters Score -1.501878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148064 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -15018782.000000 Penalty: 3869.866943
	Iteration 35Q: 3 clusters Score -1.501878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148062 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -15018797.000000 Penalty: 3869.866943
	Iteration 36Q: 3 clusters Score -1.50188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148058 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -15018798.000000 Penalty: 3869.866943
	Iteration 37Q: 3 clusters Score -1.50188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148059 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -15018818.000000 Penalty: 3869.866943
	Iteration 38Q: 3 clusters Score -1.501882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148057 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -15018825.000000 Penalty: 3869.866943
	Iteration 39Q: 3 clusters Score -1.501882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148054 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -15018827.000000 Penalty: 3869.866943
	Iteration 40F: 3 clusters Score -1.501883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148054 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -15018834.000000 Penalty: 3869.866943
	Iteration 41Q: 3 clusters Score -1.501883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148051 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -15018834.000000 Penalty: 3869.866943
	Iteration 42Q: 3 clusters Score -1.501883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148049 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -15018836.000000 Penalty: 3869.866943
	Iteration 43Q: 3 clusters Score -1.501884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148048 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15018837.000000 Penalty: 3869.866943
	Iteration 44Q: 3 clusters Score -1.501884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148048 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15018837.000000 Penalty: 3869.866943
	Iteration 45F: 3 clusters Score -1.501884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Entering Unmasked Estep 
Score: -2326795.250000 Penalty: 1641.396606
	Iteration 0F: 2 clusters Score -2326795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2310477.000000 Penalty: 3282.793213
	Iteration 0F: 3 clusters Score -2310477 nChanged 11059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2318009.750000 Penalty: 3282.793213
	Iteration 1F: 3 clusters Score -2318010 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2320830.000000 Penalty: 3282.793213
	Iteration 2F: 3 clusters Score -2320830 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2324059.500000 Penalty: 3282.793213
	Iteration 3F: 3 clusters Score -2324060 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2326353.000000 Penalty: 3282.793213
	Iteration 4F: 3 clusters Score -2326353 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2327487.250000 Penalty: 3282.793213
	Iteration 5F: 3 clusters Score -2327487 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2328070.500000 Penalty: 3282.793213
	Iteration 6Q: 3 clusters Score -2328070 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2328497.750000 Penalty: 3282.793213
	Iteration 7Q: 3 clusters Score -2328498 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2328912.000000 Penalty: 3282.793213
	Iteration 8Q: 3 clusters Score -2328912 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2329302.500000 Penalty: 3282.793213
	Iteration 9Q: 3 clusters Score -2329302 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2329609.250000 Penalty: 3282.793213
	Iteration 10Q: 3 clusters Score -2329609 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2329798.500000 Penalty: 3282.793213
	Iteration 11Q: 3 clusters Score -2329798 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -2329919.000000 Penalty: 3282.793213
	Iteration 12Q: 3 clusters Score -2329919 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -2329983.250000 Penalty: 3282.793213
	Iteration 13Q: 3 clusters Score -2329983 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -2330028.250000 Penalty: 3282.793213
	Iteration 14Q: 3 clusters Score -2330028 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -2330043.000000 Penalty: 3282.793213
	Iteration 15Q: 3 clusters Score -2330043 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2330052.250000 Penalty: 3282.793213
	Iteration 16Q: 3 clusters Score -2330052 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -2330070.750000 Penalty: 3282.793213
	Iteration 17Q: 3 clusters Score -2330071 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -2330075.750000 Penalty: 3282.793213
	Iteration 18Q: 3 clusters Score -2330076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -2330087.000000 Penalty: 3282.793213
	Iteration 19Q: 3 clusters Score -2330087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -2330099.000000 Penalty: 3282.793213
	Iteration 20F: 3 clusters Score -2330099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -2330112.000000 Penalty: 3282.793213
	Iteration 21Q: 3 clusters Score -2330112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -2330121.500000 Penalty: 3282.793213
	Iteration 22Q: 3 clusters Score -2330122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -2330124.000000 Penalty: 3282.793213
	Iteration 23Q: 3 clusters Score -2330124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -2330128.250000 Penalty: 3282.793213
	Iteration 24Q: 3 clusters Score -2330128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -2330134.250000 Penalty: 3282.793213
	Iteration 25Q: 3 clusters Score -2330134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2330137.750000 Penalty: 3282.793213
	Iteration 26Q: 3 clusters Score -2330138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -2330141.750000 Penalty: 3282.793213
	Iteration 27Q: 3 clusters Score -2330142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -2330144.250000 Penalty: 3282.793213
	Iteration 28Q: 3 clusters Score -2330144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -2330145.000000 Penalty: 3282.793213
	Iteration 29Q: 3 clusters Score -2330145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -2330145.500000 Penalty: 3282.793213
	Iteration 30Q: 3 clusters Score -2330146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -2330145.500000 Penalty: 3282.793213
	Iteration 31F: 3 clusters Score -2330146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 185000 members 
Mstep: Class 2 contains 7110 members 
Mstep: Class 3 contains 161604 members 
Mstep: Class 4 contains 81695 members 
Mstep: Class 5 contains 22372 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 18406 members 
Mstep: Class 8 contains 159827 members 
Mstep: Class 9 contains 35584 members 
Mstep: Class 10 contains 148343 members 
Mstep: Class 11 contains 1993 members 
Mstep: Class 12 contains 201699 members 
Mstep: Class 13 contains 170058 members 
Mstep: Class 14 contains 2163 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 3359 members 
Mstep: Class 17 contains 9856 members 
Mstep: Class 18 contains 56433 members 
Mstep: Class 19 contains 15827 members 
Entering Unmasked Estep 
Score: -127858504.000000 Penalty: 43433.996094
Splitting cluster 11 changes total score from -127838240.000000 to -127858504.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 12 (201699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201699 members 
Entering Unmasked Estep 
Score: -20724562.000000 Penalty: 1984.861450
	Iteration 0F: 2 clusters Score -2.072456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100653 members 
Mstep: Class 2 contains 101046 members 
Entering Unmasked Estep 
Score: -20618928.000000 Penalty: 3969.722900
	Iteration 0F: 3 clusters Score -2.061893e+07 nChanged 97709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95482 members 
Mstep: Class 2 contains 106217 members 
Entering Unmasked Estep 
Score: -20676672.000000 Penalty: 3969.722900
	Iteration 1F: 3 clusters Score -2.067667e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92038 members 
Mstep: Class 2 contains 109661 members 
Entering Unmasked Estep 
Score: -20678076.000000 Penalty: 3969.722900
	Iteration 2Q: 3 clusters Score -2.067808e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 114915 members 
Entering Unmasked Estep 
Score: -20680156.000000 Penalty: 3969.722900
	Iteration 3Q: 3 clusters Score -2.068016e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78782 members 
Mstep: Class 2 contains 122917 members 
Entering Unmasked Estep 
Score: -20683628.000000 Penalty: 3969.722900
	Iteration 4Q: 3 clusters Score -2.068363e+07 nChanged 11917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 134344 members 
Entering Unmasked Estep 
Score: -20689740.000000 Penalty: 3969.722900
	Iteration 5F: 3 clusters Score -2.068974e+07 nChanged 15415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 149593 members 
Entering Unmasked Estep 
Score: -20700798.000000 Penalty: 3969.722900
	Iteration 6F: 3 clusters Score -2.07008e+07 nChanged 17844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 167397 members 
Entering Unmasked Estep 
Score: -20711496.000000 Penalty: 3969.722900
	Iteration 7F: 3 clusters Score -2.07115e+07 nChanged 15888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 183261 members 
Entering Unmasked Estep 
Score: -20717202.000000 Penalty: 3969.722900
	Iteration 8F: 3 clusters Score -2.07172e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 193330 members 
Entering Unmasked Estep 
Score: -20720144.000000 Penalty: 3969.722900
	Iteration 9Q: 3 clusters Score -2.072014e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 198168 members 
Entering Unmasked Estep 
Score: -20721566.000000 Penalty: 3969.722900
	Iteration 10Q: 3 clusters Score -2.072157e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 200243 members 
Entering Unmasked Estep 
Score: -20722400.000000 Penalty: 3969.722900
	Iteration 11Q: 3 clusters Score -2.07224e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 201051 members 
Entering Unmasked Estep 
Score: -20722598.000000 Penalty: 3969.722900
	Iteration 12Q: 3 clusters Score -2.07226e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 201327 members 
Entering Unmasked Estep 
Score: -20722752.000000 Penalty: 3969.722900
	Iteration 13Q: 3 clusters Score -2.072275e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 201402 members 
Entering Unmasked Estep 
Score: -20722834.000000 Penalty: 3969.722900
	Iteration 14Q: 3 clusters Score -2.072283e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 201429 members 
Entering Unmasked Estep 
Score: -20722858.000000 Penalty: 3969.722900
	Iteration 15Q: 3 clusters Score -2.072286e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 201445 members 
Entering Unmasked Estep 
Score: -20722872.000000 Penalty: 3969.722900
	Iteration 16Q: 3 clusters Score -2.072287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 201453 members 
Entering Unmasked Estep 
Score: -20722872.000000 Penalty: 3969.722900
	Iteration 17Q: 3 clusters Score -2.072287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 201459 members 
Entering Unmasked Estep 
Score: -20722860.000000 Penalty: 3969.722900
	Iteration 18Q: 3 clusters Score -2.072286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 201461 members 
Entering Unmasked Estep 
Score: -20722876.000000 Penalty: 3969.722900
	Iteration 19Q: 3 clusters Score -2.072288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 201463 members 
Entering Unmasked Estep 
Score: -20722874.000000 Penalty: 3969.722900
	Iteration 20F: 3 clusters Score -2.072287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 201466 members 
Entering Unmasked Estep 
Score: -20722884.000000 Penalty: 3969.722900
	Iteration 21Q: 3 clusters Score -2.072288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 201470 members 
Entering Unmasked Estep 
Score: -20722890.000000 Penalty: 3969.722900
	Iteration 22Q: 3 clusters Score -2.072289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 201473 members 
Entering Unmasked Estep 
Score: -20722894.000000 Penalty: 3969.722900
	Iteration 23Q: 3 clusters Score -2.072289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 201478 members 
Entering Unmasked Estep 
Score: -20722890.000000 Penalty: 3969.722900
	Iteration 24Q: 3 clusters Score -2.072289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 201477 members 
Entering Unmasked Estep 
Score: -20722900.000000 Penalty: 3969.722900
	Iteration 25Q: 3 clusters Score -2.07229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 201480 members 
Entering Unmasked Estep 
Score: -20722916.000000 Penalty: 3969.722900
	Iteration 26Q: 3 clusters Score -2.072292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 201482 members 
Entering Unmasked Estep 
Score: -20722908.000000 Penalty: 3969.722900
	Iteration 27Q: 3 clusters Score -2.072291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 201482 members 
Entering Unmasked Estep 
Score: -20722916.000000 Penalty: 3969.722900
	Iteration 28Q: 3 clusters Score -2.072292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 201484 members 
Entering Unmasked Estep 
Score: -20722914.000000 Penalty: 3969.722900
	Iteration 29Q: 3 clusters Score -2.072291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 201484 members 
Entering Unmasked Estep 
Score: -20722914.000000 Penalty: 3969.722900
	Iteration 30F: 3 clusters Score -2.072291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (170058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170058 members 
Entering Unmasked Estep 
Score: -17263434.000000 Penalty: 1957.132935
	Iteration 0F: 2 clusters Score -1.726343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85039 members 
Mstep: Class 2 contains 85019 members 
Entering Unmasked Estep 
Score: -17151494.000000 Penalty: 3914.265869
	Iteration 0F: 3 clusters Score -1.715149e+07 nChanged 82199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86626 members 
Mstep: Class 2 contains 83432 members 
Entering Unmasked Estep 
Score: -17199964.000000 Penalty: 3914.265869
	Iteration 1F: 3 clusters Score -1.719996e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87626 members 
Mstep: Class 2 contains 82432 members 
Entering Unmasked Estep 
Score: -17201030.000000 Penalty: 3914.265869
	Iteration 2Q: 3 clusters Score -1.720103e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89108 members 
Mstep: Class 2 contains 80950 members 
Entering Unmasked Estep 
Score: -17202512.000000 Penalty: 3914.265869
	Iteration 3Q: 3 clusters Score -1.720251e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91239 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -17204700.000000 Penalty: 3914.265869
	Iteration 4Q: 3 clusters Score -1.72047e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94365 members 
Mstep: Class 2 contains 75693 members 
Entering Unmasked Estep 
Score: -17208086.000000 Penalty: 3914.265869
	Iteration 5Q: 3 clusters Score -1.720809e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98437 members 
Mstep: Class 2 contains 71621 members 
Entering Unmasked Estep 
Score: -17213646.000000 Penalty: 3914.265869
	Iteration 6F: 3 clusters Score -1.721365e+07 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103155 members 
Mstep: Class 2 contains 66903 members 
Entering Unmasked Estep 
Score: -17221914.000000 Penalty: 3914.265869
	Iteration 7F: 3 clusters Score -1.722191e+07 nChanged 11317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107530 members 
Mstep: Class 2 contains 62528 members 
Entering Unmasked Estep 
Score: -17230860.000000 Penalty: 3914.265869
	Iteration 8F: 3 clusters Score -1.723086e+07 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110838 members 
Mstep: Class 2 contains 59220 members 
Entering Unmasked Estep 
Score: -17237042.000000 Penalty: 3914.265869
	Iteration 9F: 3 clusters Score -1.723704e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113571 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -17239730.000000 Penalty: 3914.265869
	Iteration 10Q: 3 clusters Score -1.723973e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116257 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -17240990.000000 Penalty: 3914.265869
	Iteration 11Q: 3 clusters Score -1.724099e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119127 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -17242190.000000 Penalty: 3914.265869
	Iteration 12Q: 3 clusters Score -1.724219e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122141 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -17243472.000000 Penalty: 3914.265869
	Iteration 13Q: 3 clusters Score -1.724347e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125233 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -17244710.000000 Penalty: 3914.265869
	Iteration 14Q: 3 clusters Score -1.724471e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128412 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -17245950.000000 Penalty: 3914.265869
	Iteration 15Q: 3 clusters Score -1.724595e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131554 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -17247248.000000 Penalty: 3914.265869
	Iteration 16Q: 3 clusters Score -1.724725e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134681 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -17248752.000000 Penalty: 3914.265869
	Iteration 17Q: 3 clusters Score -1.724875e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137733 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -17250096.000000 Penalty: 3914.265869
	Iteration 18Q: 3 clusters Score -1.72501e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140663 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -17251394.000000 Penalty: 3914.265869
	Iteration 19Q: 3 clusters Score -1.725139e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143473 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -17252754.000000 Penalty: 3914.265869
	Iteration 20F: 3 clusters Score -1.725275e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146158 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -17253842.000000 Penalty: 3914.265869
	Iteration 21Q: 3 clusters Score -1.725384e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148762 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -17254984.000000 Penalty: 3914.265869
	Iteration 22Q: 3 clusters Score -1.725498e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151256 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -17255978.000000 Penalty: 3914.265869
	Iteration 23Q: 3 clusters Score -1.725598e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153686 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -17256976.000000 Penalty: 3914.265869
	Iteration 24Q: 3 clusters Score -1.725698e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156019 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -17257898.000000 Penalty: 3914.265869
	Iteration 25Q: 3 clusters Score -1.72579e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158188 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -17258680.000000 Penalty: 3914.265869
	Iteration 26Q: 3 clusters Score -1.725868e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160132 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -17259464.000000 Penalty: 3914.265869
	Iteration 27Q: 3 clusters Score -1.725946e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161780 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -17260096.000000 Penalty: 3914.265869
	Iteration 28Q: 3 clusters Score -1.72601e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163148 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -17260552.000000 Penalty: 3914.265869
	Iteration 29Q: 3 clusters Score -1.726055e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164300 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -17260860.000000 Penalty: 3914.265869
	Iteration 30Q: 3 clusters Score -1.726086e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165300 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -17261120.000000 Penalty: 3914.265869
	Iteration 31Q: 3 clusters Score -1.726112e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166126 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -17261336.000000 Penalty: 3914.265869
	Iteration 32Q: 3 clusters Score -1.726134e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166769 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -17261538.000000 Penalty: 3914.265869
	Iteration 33Q: 3 clusters Score -1.726154e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167292 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -17261576.000000 Penalty: 3914.265869
	Iteration 34Q: 3 clusters Score -1.726158e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167714 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -17261674.000000 Penalty: 3914.265869
	Iteration 35Q: 3 clusters Score -1.726167e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168035 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -17261796.000000 Penalty: 3914.265869
	Iteration 36Q: 3 clusters Score -1.72618e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168280 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -17261862.000000 Penalty: 3914.265869
	Iteration 37Q: 3 clusters Score -1.726186e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168487 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -17261886.000000 Penalty: 3914.265869
	Iteration 38Q: 3 clusters Score -1.726189e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168651 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -17261908.000000 Penalty: 3914.265869
	Iteration 39Q: 3 clusters Score -1.726191e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168779 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -17261926.000000 Penalty: 3914.265869
	Iteration 40F: 3 clusters Score -1.726193e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168895 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -17261948.000000 Penalty: 3914.265869
	Iteration 41Q: 3 clusters Score -1.726195e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168980 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -17261958.000000 Penalty: 3914.265869
	Iteration 42Q: 3 clusters Score -1.726196e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169042 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -17261954.000000 Penalty: 3914.265869
	Iteration 43Q: 3 clusters Score -1.726195e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169092 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -17261990.000000 Penalty: 3914.265869
	Iteration 44Q: 3 clusters Score -1.726199e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169143 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -17262016.000000 Penalty: 3914.265869
	Iteration 45Q: 3 clusters Score -1.726202e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169183 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -17262008.000000 Penalty: 3914.265869
	Iteration 46Q: 3 clusters Score -1.726201e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169214 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -17261986.000000 Penalty: 3914.265869
	Iteration 47Q: 3 clusters Score -1.726199e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169237 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -17261980.000000 Penalty: 3914.265869
	Iteration 48Q: 3 clusters Score -1.726198e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169257 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -17261990.000000 Penalty: 3914.265869
	Iteration 49Q: 3 clusters Score -1.726199e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169274 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -17262014.000000 Penalty: 3914.265869
	Iteration 50Q: 3 clusters Score -1.726201e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169297 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -17262004.000000 Penalty: 3914.265869
	Iteration 51Q: 3 clusters Score -1.7262e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169314 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -17262000.000000 Penalty: 3914.265869
	Iteration 52Q: 3 clusters Score -1.7262e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169324 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -17262004.000000 Penalty: 3914.265869
	Iteration 53Q: 3 clusters Score -1.7262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169337 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -17261994.000000 Penalty: 3914.265869
	Iteration 54Q: 3 clusters Score -1.726199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169350 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -17262008.000000 Penalty: 3914.265869
	Iteration 55Q: 3 clusters Score -1.726201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169362 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -17262016.000000 Penalty: 3914.265869
	Iteration 56Q: 3 clusters Score -1.726202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169372 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -17262012.000000 Penalty: 3914.265869
	Iteration 57Q: 3 clusters Score -1.726201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169380 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -17262022.000000 Penalty: 3914.265869
	Iteration 58Q: 3 clusters Score -1.726202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169385 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -17262032.000000 Penalty: 3914.265869
	Iteration 59Q: 3 clusters Score -1.726203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169389 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -17262030.000000 Penalty: 3914.265869
	Iteration 60F: 3 clusters Score -1.726203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169393 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -17262022.000000 Penalty: 3914.265869
	Iteration 61Q: 3 clusters Score -1.726202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169398 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -17262012.000000 Penalty: 3914.265869
	Iteration 62Q: 3 clusters Score -1.726201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169400 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -17262018.000000 Penalty: 3914.265869
	Iteration 63Q: 3 clusters Score -1.726202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169400 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -17262018.000000 Penalty: 3914.265869
	Iteration 64F: 3 clusters Score -1.726202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Entering Unmasked Estep 
Score: -191640.812500 Penalty: 1247.878296
	Iteration 0F: 2 clusters Score -191640.8 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 1089 members 
Entering Unmasked Estep 
Score: -189537.343750 Penalty: 2495.756592
	Iteration 0F: 3 clusters Score -189537.3 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -190098.578125 Penalty: 2495.756592
	Iteration 1F: 3 clusters Score -190098.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -190284.125000 Penalty: 2495.756592
	Iteration 2F: 3 clusters Score -190284.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -190426.546875 Penalty: 2495.756592
	Iteration 3F: 3 clusters Score -190426.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -190548.328125 Penalty: 2495.756592
	Iteration 4F: 3 clusters Score -190548.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -190670.718750 Penalty: 2495.756592
	Iteration 5F: 3 clusters Score -190670.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -190758.687500 Penalty: 2495.756592
	Iteration 6Q: 3 clusters Score -190758.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -190815.312500 Penalty: 2495.756592
	Iteration 7Q: 3 clusters Score -190815.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -190852.671875 Penalty: 2495.756592
	Iteration 8Q: 3 clusters Score -190852.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -190880.265625 Penalty: 2495.756592
	Iteration 9Q: 3 clusters Score -190880.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -190900.968750 Penalty: 2495.756592
	Iteration 10Q: 3 clusters Score -190901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -190919.218750 Penalty: 2495.756592
	Iteration 11Q: 3 clusters Score -190919.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -190933.937500 Penalty: 2495.756592
	Iteration 12Q: 3 clusters Score -190933.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -190944.546875 Penalty: 2495.756592
	Iteration 13Q: 3 clusters Score -190944.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -190950.859375 Penalty: 2495.756592
	Iteration 14Q: 3 clusters Score -190950.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -190956.500000 Penalty: 2495.756592
	Iteration 15Q: 3 clusters Score -190956.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -190962.109375 Penalty: 2495.756592
	Iteration 16Q: 3 clusters Score -190962.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -190967.046875 Penalty: 2495.756592
	Iteration 17Q: 3 clusters Score -190967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -190972.531250 Penalty: 2495.756592
	Iteration 18Q: 3 clusters Score -190972.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -190978.281250 Penalty: 2495.756592
	Iteration 19Q: 3 clusters Score -190978.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -190981.734375 Penalty: 2495.756592
	Iteration 20F: 3 clusters Score -190981.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -190984.015625 Penalty: 2495.756592
	Iteration 21Q: 3 clusters Score -190984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -190986.843750 Penalty: 2495.756592
	Iteration 22Q: 3 clusters Score -190986.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -190987.375000 Penalty: 2495.756592
	Iteration 23Q: 3 clusters Score -190987.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -190988.343750 Penalty: 2495.756592
	Iteration 24Q: 3 clusters Score -190988.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -190992.140625 Penalty: 2495.756592
	Iteration 25Q: 3 clusters Score -190992.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -190995.531250 Penalty: 2495.756592
	Iteration 26Q: 3 clusters Score -190995.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -191001.765625 Penalty: 2495.756592
	Iteration 27Q: 3 clusters Score -191001.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -191008.015625 Penalty: 2495.756592
	Iteration 28Q: 3 clusters Score -191008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -191010.593750 Penalty: 2495.756592
	Iteration 29Q: 3 clusters Score -191010.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -191011.812500 Penalty: 2495.756592
	Iteration 30Q: 3 clusters Score -191011.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -191012.250000 Penalty: 2495.756592
	Iteration 31Q: 3 clusters Score -191012.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -191013.640625 Penalty: 2495.756592
	Iteration 32Q: 3 clusters Score -191013.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -191014.812500 Penalty: 2495.756592
	Iteration 33Q: 3 clusters Score -191014.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -191015.718750 Penalty: 2495.756592
	Iteration 34Q: 3 clusters Score -191015.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -191017.781250 Penalty: 2495.756592
	Iteration 35Q: 3 clusters Score -191017.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -191019.281250 Penalty: 2495.756592
	Iteration 36Q: 3 clusters Score -191019.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -191020.937500 Penalty: 2495.756592
	Iteration 37Q: 3 clusters Score -191020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -191021.718750 Penalty: 2495.756592
	Iteration 38Q: 3 clusters Score -191021.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -191022.234375 Penalty: 2495.756592
	Iteration 39Q: 3 clusters Score -191022.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -191022.468750 Penalty: 2495.756592
	Iteration 40F: 3 clusters Score -191022.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Entering Unmasked Estep 
Score: -163358.390625 Penalty: 1202.402100
	Iteration 0F: 2 clusters Score -163358.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -161491.328125 Penalty: 2404.804199
	Iteration 0F: 3 clusters Score -161491.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -161830.062500 Penalty: 2404.804199
	Iteration 1F: 3 clusters Score -161830.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -161911.015625 Penalty: 2404.804199
	Iteration 2F: 3 clusters Score -161911 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -161966.187500 Penalty: 2404.804199
	Iteration 3Q: 3 clusters Score -161966.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -161999.031250 Penalty: 2404.804199
	Iteration 4Q: 3 clusters Score -161999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -162014.328125 Penalty: 2404.804199
	Iteration 5Q: 3 clusters Score -162014.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -162021.000000 Penalty: 2404.804199
	Iteration 6Q: 3 clusters Score -162021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -162026.906250 Penalty: 2404.804199
	Iteration 7Q: 3 clusters Score -162026.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -162031.734375 Penalty: 2404.804199
	Iteration 8Q: 3 clusters Score -162031.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -162034.703125 Penalty: 2404.804199
	Iteration 9Q: 3 clusters Score -162034.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -162036.484375 Penalty: 2404.804199
	Iteration 10Q: 3 clusters Score -162036.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -162038.375000 Penalty: 2404.804199
	Iteration 11Q: 3 clusters Score -162038.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -162039.843750 Penalty: 2404.804199
	Iteration 12Q: 3 clusters Score -162039.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -162040.593750 Penalty: 2404.804199
	Iteration 13Q: 3 clusters Score -162040.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -162041.312500 Penalty: 2404.804199
	Iteration 14Q: 3 clusters Score -162041.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -162041.750000 Penalty: 2404.804199
	Iteration 15Q: 3 clusters Score -162041.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -162042.703125 Penalty: 2404.804199
	Iteration 16Q: 3 clusters Score -162042.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -162045.765625 Penalty: 2404.804199
	Iteration 17Q: 3 clusters Score -162045.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -162048.921875 Penalty: 2404.804199
	Iteration 18Q: 3 clusters Score -162048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -162051.562500 Penalty: 2404.804199
	Iteration 19Q: 3 clusters Score -162051.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -162053.906250 Penalty: 2404.804199
	Iteration 20F: 3 clusters Score -162053.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -162055.218750 Penalty: 2404.804199
	Iteration 21Q: 3 clusters Score -162055.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -162055.750000 Penalty: 2404.804199
	Iteration 22Q: 3 clusters Score -162055.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -162057.000000 Penalty: 2404.804199
	Iteration 23Q: 3 clusters Score -162057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -162057.906250 Penalty: 2404.804199
	Iteration 24Q: 3 clusters Score -162057.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -162058.843750 Penalty: 2404.804199
	Iteration 25Q: 3 clusters Score -162058.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -162059.812500 Penalty: 2404.804199
	Iteration 26Q: 3 clusters Score -162059.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -162059.812500 Penalty: 2404.804199
	Iteration 27F: 3 clusters Score -162059.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Entering Unmasked Estep 
Score: -338237.406250 Penalty: 1319.402222
	Iteration 0F: 2 clusters Score -338237.4 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 1695 members 
Entering Unmasked Estep 
Score: -335290.812500 Penalty: 2638.804443
	Iteration 0F: 3 clusters Score -335290.8 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -335983.250000 Penalty: 2638.804443
	Iteration 1F: 3 clusters Score -335983.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -336134.437500 Penalty: 2638.804443
	Iteration 2F: 3 clusters Score -336134.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -336222.468750 Penalty: 2638.804443
	Iteration 3F: 3 clusters Score -336222.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -336281.250000 Penalty: 2638.804443
	Iteration 4Q: 3 clusters Score -336281.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -336324.500000 Penalty: 2638.804443
	Iteration 5Q: 3 clusters Score -336324.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -336357.656250 Penalty: 2638.804443
	Iteration 6Q: 3 clusters Score -336357.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -336380.343750 Penalty: 2638.804443
	Iteration 7Q: 3 clusters Score -336380.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -336397.750000 Penalty: 2638.804443
	Iteration 8Q: 3 clusters Score -336397.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -336410.312500 Penalty: 2638.804443
	Iteration 9Q: 3 clusters Score -336410.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -336421.093750 Penalty: 2638.804443
	Iteration 10Q: 3 clusters Score -336421.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -336426.906250 Penalty: 2638.804443
	Iteration 11Q: 3 clusters Score -336426.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -336433.468750 Penalty: 2638.804443
	Iteration 12Q: 3 clusters Score -336433.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -336440.593750 Penalty: 2638.804443
	Iteration 13Q: 3 clusters Score -336440.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -336446.093750 Penalty: 2638.804443
	Iteration 14Q: 3 clusters Score -336446.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -336449.812500 Penalty: 2638.804443
	Iteration 15Q: 3 clusters Score -336449.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -336457.843750 Penalty: 2638.804443
	Iteration 16Q: 3 clusters Score -336457.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -336465.656250 Penalty: 2638.804443
	Iteration 17Q: 3 clusters Score -336465.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -336477.187500 Penalty: 2638.804443
	Iteration 18Q: 3 clusters Score -336477.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -336486.625000 Penalty: 2638.804443
	Iteration 19Q: 3 clusters Score -336486.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -336497.656250 Penalty: 2638.804443
	Iteration 20F: 3 clusters Score -336497.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -336511.843750 Penalty: 2638.804443
	Iteration 21Q: 3 clusters Score -336511.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -336523.968750 Penalty: 2638.804443
	Iteration 22Q: 3 clusters Score -336524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -336538.218750 Penalty: 2638.804443
	Iteration 23Q: 3 clusters Score -336538.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -336553.468750 Penalty: 2638.804443
	Iteration 24Q: 3 clusters Score -336553.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -336569.687500 Penalty: 2638.804443
	Iteration 25Q: 3 clusters Score -336569.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -336580.406250 Penalty: 2638.804443
	Iteration 26Q: 3 clusters Score -336580.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -336590.687500 Penalty: 2638.804443
	Iteration 27Q: 3 clusters Score -336590.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -336606.531250 Penalty: 2638.804443
	Iteration 28Q: 3 clusters Score -336606.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -336623.156250 Penalty: 2638.804443
	Iteration 29Q: 3 clusters Score -336623.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -336638.625000 Penalty: 2638.804443
	Iteration 30Q: 3 clusters Score -336638.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -336655.593750 Penalty: 2638.804443
	Iteration 31Q: 3 clusters Score -336655.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -336671.406250 Penalty: 2638.804443
	Iteration 32Q: 3 clusters Score -336671.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -336684.406250 Penalty: 2638.804443
	Iteration 33Q: 3 clusters Score -336684.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -336698.937500 Penalty: 2638.804443
	Iteration 34Q: 3 clusters Score -336698.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -336710.125000 Penalty: 2638.804443
	Iteration 35Q: 3 clusters Score -336710.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -336721.687500 Penalty: 2638.804443
	Iteration 36Q: 3 clusters Score -336721.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -336737.812500 Penalty: 2638.804443
	Iteration 37Q: 3 clusters Score -336737.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -336761.375000 Penalty: 2638.804443
	Iteration 38Q: 3 clusters Score -336761.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -336783.125000 Penalty: 2638.804443
	Iteration 39Q: 3 clusters Score -336783.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -336804.750000 Penalty: 2638.804443
	Iteration 40F: 3 clusters Score -336804.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -336829.812500 Penalty: 2638.804443
	Iteration 41Q: 3 clusters Score -336829.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -336862.031250 Penalty: 2638.804443
	Iteration 42Q: 3 clusters Score -336862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -336889.000000 Penalty: 2638.804443
	Iteration 43Q: 3 clusters Score -336889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -336912.375000 Penalty: 2638.804443
	Iteration 44Q: 3 clusters Score -336912.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -336939.187500 Penalty: 2638.804443
	Iteration 45Q: 3 clusters Score -336939.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -336962.281250 Penalty: 2638.804443
	Iteration 46Q: 3 clusters Score -336962.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -336986.093750 Penalty: 2638.804443
	Iteration 47Q: 3 clusters Score -336986.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -337000.500000 Penalty: 2638.804443
	Iteration 48Q: 3 clusters Score -337000.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -337011.625000 Penalty: 2638.804443
	Iteration 49Q: 3 clusters Score -337011.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -337019.125000 Penalty: 2638.804443
	Iteration 50Q: 3 clusters Score -337019.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -337027.187500 Penalty: 2638.804443
	Iteration 51Q: 3 clusters Score -337027.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -337031.218750 Penalty: 2638.804443
	Iteration 52Q: 3 clusters Score -337031.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -337031.343750 Penalty: 2638.804443
	Iteration 53Q: 3 clusters Score -337031.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -337031.343750 Penalty: 2638.804443
	Iteration 54F: 3 clusters Score -337031.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Entering Unmasked Estep 
Score: -1014684.375000 Penalty: 1494.323364
	Iteration 0F: 2 clusters Score -1014684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1007655.062500 Penalty: 2988.646729
	Iteration 0F: 3 clusters Score -1007655 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1009888.875000 Penalty: 2988.646729
	Iteration 1F: 3 clusters Score -1009889 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1010153.187500 Penalty: 2988.646729
	Iteration 2F: 3 clusters Score -1010153 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1010423.687500 Penalty: 2988.646729
	Iteration 3F: 3 clusters Score -1010424 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1010645.125000 Penalty: 2988.646729
	Iteration 4Q: 3 clusters Score -1010645 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1010864.000000 Penalty: 2988.646729
	Iteration 5Q: 3 clusters Score -1010864 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1011084.250000 Penalty: 2988.646729
	Iteration 6Q: 3 clusters Score -1011084 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1011322.437500 Penalty: 2988.646729
	Iteration 7Q: 3 clusters Score -1011322 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1011597.875000 Penalty: 2988.646729
	Iteration 8Q: 3 clusters Score -1011598 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1011921.937500 Penalty: 2988.646729
	Iteration 9Q: 3 clusters Score -1011922 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1012247.750000 Penalty: 2988.646729
	Iteration 10Q: 3 clusters Score -1012248 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1012527.125000 Penalty: 2988.646729
	Iteration 11Q: 3 clusters Score -1012527 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1012671.437500 Penalty: 2988.646729
	Iteration 12Q: 3 clusters Score -1012671 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1012762.750000 Penalty: 2988.646729
	Iteration 13Q: 3 clusters Score -1012763 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1012826.125000 Penalty: 2988.646729
	Iteration 14Q: 3 clusters Score -1012826 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1012871.437500 Penalty: 2988.646729
	Iteration 15Q: 3 clusters Score -1012871 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1012914.562500 Penalty: 2988.646729
	Iteration 16Q: 3 clusters Score -1012915 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1012949.062500 Penalty: 2988.646729
	Iteration 17Q: 3 clusters Score -1012949 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1012979.625000 Penalty: 2988.646729
	Iteration 18Q: 3 clusters Score -1012980 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1013005.062500 Penalty: 2988.646729
	Iteration 19Q: 3 clusters Score -1013005 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1013030.375000 Penalty: 2988.646729
	Iteration 20F: 3 clusters Score -1013030 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1013050.562500 Penalty: 2988.646729
	Iteration 21Q: 3 clusters Score -1013051 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1013066.875000 Penalty: 2988.646729
	Iteration 22Q: 3 clusters Score -1013067 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1013080.250000 Penalty: 2988.646729
	Iteration 23Q: 3 clusters Score -1013080 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1013094.625000 Penalty: 2988.646729
	Iteration 24Q: 3 clusters Score -1013095 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1013108.562500 Penalty: 2988.646729
	Iteration 25Q: 3 clusters Score -1013109 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1013127.312500 Penalty: 2988.646729
	Iteration 26Q: 3 clusters Score -1013127 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1013142.937500 Penalty: 2988.646729
	Iteration 27Q: 3 clusters Score -1013143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1013157.875000 Penalty: 2988.646729
	Iteration 28Q: 3 clusters Score -1013158 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1013170.375000 Penalty: 2988.646729
	Iteration 29Q: 3 clusters Score -1013170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1013181.312500 Penalty: 2988.646729
	Iteration 30Q: 3 clusters Score -1013181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1013190.625000 Penalty: 2988.646729
	Iteration 31Q: 3 clusters Score -1013191 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1013199.687500 Penalty: 2988.646729
	Iteration 32Q: 3 clusters Score -1013200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1013212.437500 Penalty: 2988.646729
	Iteration 33Q: 3 clusters Score -1013212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1013220.437500 Penalty: 2988.646729
	Iteration 34Q: 3 clusters Score -1013220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1013230.000000 Penalty: 2988.646729
	Iteration 35Q: 3 clusters Score -1013230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1013235.375000 Penalty: 2988.646729
	Iteration 36Q: 3 clusters Score -1013235 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1013244.875000 Penalty: 2988.646729
	Iteration 37Q: 3 clusters Score -1013245 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1013256.062500 Penalty: 2988.646729
	Iteration 38Q: 3 clusters Score -1013256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1013262.812500 Penalty: 2988.646729
	Iteration 39Q: 3 clusters Score -1013263 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1013272.562500 Penalty: 2988.646729
	Iteration 40F: 3 clusters Score -1013273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1013277.812500 Penalty: 2988.646729
	Iteration 41Q: 3 clusters Score -1013278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1013288.062500 Penalty: 2988.646729
	Iteration 42Q: 3 clusters Score -1013288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1013290.750000 Penalty: 2988.646729
	Iteration 43Q: 3 clusters Score -1013291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1013296.875000 Penalty: 2988.646729
	Iteration 44Q: 3 clusters Score -1013297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1013305.375000 Penalty: 2988.646729
	Iteration 45Q: 3 clusters Score -1013305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1013313.000000 Penalty: 2988.646729
	Iteration 46Q: 3 clusters Score -1013313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1013319.875000 Penalty: 2988.646729
	Iteration 47Q: 3 clusters Score -1013320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1013328.500000 Penalty: 2988.646729
	Iteration 48Q: 3 clusters Score -1013328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1013336.562500 Penalty: 2988.646729
	Iteration 49Q: 3 clusters Score -1013337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1013345.125000 Penalty: 2988.646729
	Iteration 50Q: 3 clusters Score -1013345 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1013353.812500 Penalty: 2988.646729
	Iteration 51Q: 3 clusters Score -1013354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1013363.500000 Penalty: 2988.646729
	Iteration 52Q: 3 clusters Score -1013364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1013367.312500 Penalty: 2988.646729
	Iteration 53Q: 3 clusters Score -1013367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1013373.875000 Penalty: 2988.646729
	Iteration 54Q: 3 clusters Score -1013374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1013382.375000 Penalty: 2988.646729
	Iteration 55Q: 3 clusters Score -1013382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1013389.312500 Penalty: 2988.646729
	Iteration 56Q: 3 clusters Score -1013389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1013393.937500 Penalty: 2988.646729
	Iteration 57Q: 3 clusters Score -1013394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1013402.625000 Penalty: 2988.646729
	Iteration 58Q: 3 clusters Score -1013403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1013410.750000 Penalty: 2988.646729
	Iteration 59Q: 3 clusters Score -1013411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1013417.625000 Penalty: 2988.646729
	Iteration 60F: 3 clusters Score -1013418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1013423.562500 Penalty: 2988.646729
	Iteration 61Q: 3 clusters Score -1013424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1013426.500000 Penalty: 2988.646729
	Iteration 62Q: 3 clusters Score -1013426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1013432.312500 Penalty: 2988.646729
	Iteration 63Q: 3 clusters Score -1013432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1013438.750000 Penalty: 2988.646729
	Iteration 64Q: 3 clusters Score -1013439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1013444.187500 Penalty: 2988.646729
	Iteration 65Q: 3 clusters Score -1013444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1013449.250000 Penalty: 2988.646729
	Iteration 66Q: 3 clusters Score -1013449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1013454.000000 Penalty: 2988.646729
	Iteration 67Q: 3 clusters Score -1013454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1013455.375000 Penalty: 2988.646729
	Iteration 68Q: 3 clusters Score -1013455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1013457.375000 Penalty: 2988.646729
	Iteration 69Q: 3 clusters Score -1013457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1013458.750000 Penalty: 2988.646729
	Iteration 70Q: 3 clusters Score -1013459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1013461.312500 Penalty: 2988.646729
	Iteration 71Q: 3 clusters Score -1013461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1013463.187500 Penalty: 2988.646729
	Iteration 72Q: 3 clusters Score -1013463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1013464.750000 Penalty: 2988.646729
	Iteration 73Q: 3 clusters Score -1013465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1013467.750000 Penalty: 2988.646729
	Iteration 74Q: 3 clusters Score -1013468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1013469.812500 Penalty: 2988.646729
	Iteration 75Q: 3 clusters Score -1013470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1013471.312500 Penalty: 2988.646729
	Iteration 76Q: 3 clusters Score -1013471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1013471.750000 Penalty: 2988.646729
	Iteration 77Q: 3 clusters Score -1013472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1013472.437500 Penalty: 2988.646729
	Iteration 78Q: 3 clusters Score -1013472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1013474.125000 Penalty: 2988.646729
	Iteration 79Q: 3 clusters Score -1013474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1013475.000000 Penalty: 2988.646729
	Iteration 80F: 3 clusters Score -1013475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1013475.500000 Penalty: 2988.646729
	Iteration 81Q: 3 clusters Score -1013476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1013478.187500 Penalty: 2988.646729
	Iteration 82Q: 3 clusters Score -1013478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1013478.375000 Penalty: 2988.646729
	Iteration 83Q: 3 clusters Score -1013478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1013478.562500 Penalty: 2988.646729
	Iteration 84Q: 3 clusters Score -1013479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1013477.750000 Penalty: 2988.646729
	Iteration 85Q: 3 clusters Score -1013478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1013478.000000 Penalty: 2988.646729
	Iteration 86Q: 3 clusters Score -1013478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1013479.250000 Penalty: 2988.646729
	Iteration 87Q: 3 clusters Score -1013479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1013478.187500 Penalty: 2988.646729
	Iteration 88Q: 3 clusters Score -1013478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1013481.000000 Penalty: 2988.646729
	Iteration 89Q: 3 clusters Score -1013481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1013484.812500 Penalty: 2988.646729
	Iteration 90Q: 3 clusters Score -1013485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1013486.312500 Penalty: 2988.646729
	Iteration 91Q: 3 clusters Score -1013486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1013488.750000 Penalty: 2988.646729
	Iteration 92Q: 3 clusters Score -1013489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1013493.937500 Penalty: 2988.646729
	Iteration 93Q: 3 clusters Score -1013494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1013495.625000 Penalty: 2988.646729
	Iteration 94Q: 3 clusters Score -1013496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1013497.187500 Penalty: 2988.646729
	Iteration 95Q: 3 clusters Score -1013497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1013499.312500 Penalty: 2988.646729
	Iteration 96Q: 3 clusters Score -1013499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1013499.625000 Penalty: 2988.646729
	Iteration 97Q: 3 clusters Score -1013500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1013499.375000 Penalty: 2988.646729
	Iteration 98Q: 3 clusters Score -1013499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1013501.500000 Penalty: 2988.646729
	Iteration 99Q: 3 clusters Score -1013502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1013501.500000 Penalty: 2988.646729
	Iteration 100F: 3 clusters Score -1013502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (56433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Entering Unmasked Estep 
Score: -5731300.000000 Penalty: 1777.881470
	Iteration 0F: 2 clusters Score -5731300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -5693463.000000 Penalty: 3555.762939
	Iteration 0F: 3 clusters Score -5693463 nChanged 26614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -5709153.000000 Penalty: 3555.762939
	Iteration 1F: 3 clusters Score -5709153 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -5710521.500000 Penalty: 3555.762939
	Iteration 2Q: 3 clusters Score -5710522 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -5713004.000000 Penalty: 3555.762939
	Iteration 3F: 3 clusters Score -5713004 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -5716854.000000 Penalty: 3555.762939
	Iteration 4F: 3 clusters Score -5716854 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -5721630.500000 Penalty: 3555.762939
	Iteration 5F: 3 clusters Score -5721630 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -5726153.500000 Penalty: 3555.762939
	Iteration 6F: 3 clusters Score -5726154 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -5729107.000000 Penalty: 3555.762939
	Iteration 7F: 3 clusters Score -5729107 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -5730514.000000 Penalty: 3555.762939
	Iteration 8Q: 3 clusters Score -5730514 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -5731116.500000 Penalty: 3555.762939
	Iteration 9Q: 3 clusters Score -5731116 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -5731427.000000 Penalty: 3555.762939
	Iteration 10Q: 3 clusters Score -5731427 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -5731675.500000 Penalty: 3555.762939
	Iteration 11Q: 3 clusters Score -5731676 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -5731826.500000 Penalty: 3555.762939
	Iteration 12Q: 3 clusters Score -5731826 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -5731947.000000 Penalty: 3555.762939
	Iteration 13Q: 3 clusters Score -5731947 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -5732068.500000 Penalty: 3555.762939
	Iteration 14Q: 3 clusters Score -5732068 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -5732170.500000 Penalty: 3555.762939
	Iteration 15Q: 3 clusters Score -5732170 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -5732289.500000 Penalty: 3555.762939
	Iteration 16Q: 3 clusters Score -5732290 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -5732318.000000 Penalty: 3555.762939
	Iteration 17Q: 3 clusters Score -5732318 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -5732356.500000 Penalty: 3555.762939
	Iteration 18Q: 3 clusters Score -5732356 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -5732383.000000 Penalty: 3555.762939
	Iteration 19Q: 3 clusters Score -5732383 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -5732415.500000 Penalty: 3555.762939
	Iteration 20F: 3 clusters Score -5732416 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -5732434.500000 Penalty: 3555.762939
	Iteration 21Q: 3 clusters Score -5732434 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
Score: -5732453.000000 Penalty: 3555.762939
	Iteration 22Q: 3 clusters Score -5732453 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -5732459.500000 Penalty: 3555.762939
	Iteration 23Q: 3 clusters Score -5732460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -5732471.500000 Penalty: 3555.762939
	Iteration 24Q: 3 clusters Score -5732472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
Score: -5732472.500000 Penalty: 3555.762939
	Iteration 25Q: 3 clusters Score -5732472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -5732472.000000 Penalty: 3555.762939
	Iteration 26Q: 3 clusters Score -5732472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -5732462.500000 Penalty: 3555.762939
	Iteration 27Q: 3 clusters Score -5732462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 53498 members 
Entering Unmasked Estep 
Score: -5732469.000000 Penalty: 3555.762939
	Iteration 28Q: 3 clusters Score -5732469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 53510 members 
Entering Unmasked Estep 
Score: -5732463.000000 Penalty: 3555.762939
	Iteration 29Q: 3 clusters Score -5732463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -5732461.000000 Penalty: 3555.762939
	Iteration 30Q: 3 clusters Score -5732461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -5732459.500000 Penalty: 3555.762939
	Iteration 31Q: 3 clusters Score -5732460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -5732456.500000 Penalty: 3555.762939
	Iteration 32Q: 3 clusters Score -5732456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -5732466.000000 Penalty: 3555.762939
	Iteration 33Q: 3 clusters Score -5732466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -5732465.500000 Penalty: 3555.762939
	Iteration 34Q: 3 clusters Score -5732466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -5732466.500000 Penalty: 3555.762939
	Iteration 35Q: 3 clusters Score -5732466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 53542 members 
Entering Unmasked Estep 
Score: -5732468.500000 Penalty: 3555.762939
	Iteration 36Q: 3 clusters Score -5732468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 53543 members 
Entering Unmasked Estep 
Score: -5732467.000000 Penalty: 3555.762939
	Iteration 37Q: 3 clusters Score -5732467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -5732465.000000 Penalty: 3555.762939
	Iteration 38Q: 3 clusters Score -5732465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
Score: -5732465.500000 Penalty: 3555.762939
	Iteration 39Q: 3 clusters Score -5732466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 53547 members 
Entering Unmasked Estep 
Score: -5732461.500000 Penalty: 3555.762939
	Iteration 40F: 3 clusters Score -5732462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -5732462.000000 Penalty: 3555.762939
	Iteration 41Q: 3 clusters Score -5732462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -5732463.000000 Penalty: 3555.762939
	Iteration 42Q: 3 clusters Score -5732463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -5732463.000000 Penalty: 3555.762939
	Iteration 43F: 3 clusters Score -5732463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 185000 members 
Mstep: Class 2 contains 7110 members 
Mstep: Class 3 contains 161604 members 
Mstep: Class 4 contains 81695 members 
Mstep: Class 5 contains 22372 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 18406 members 
Mstep: Class 8 contains 159827 members 
Mstep: Class 9 contains 35584 members 
Mstep: Class 10 contains 148343 members 
Mstep: Class 11 contains 1993 members 
Mstep: Class 12 contains 201699 members 
Mstep: Class 13 contains 170058 members 
Mstep: Class 14 contains 2163 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 3359 members 
Mstep: Class 17 contains 9856 members 
Mstep: Class 18 contains 2882 members 
Mstep: Class 19 contains 15827 members 
Mstep: Class 20 contains 53551 members 
Entering Unmasked Estep 
Score: -127859256.000000 Penalty: 45719.996094
Splitting cluster 18 changes total score from -127838240.000000 to -127859256.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 19 (15827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Entering Unmasked Estep 
Score: -1652182.375000 Penalty: 1571.289307
	Iteration 0F: 2 clusters Score -1652182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1641135.000000 Penalty: 3142.578613
	Iteration 0F: 3 clusters Score -1641135 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1644990.875000 Penalty: 3142.578613
	Iteration 1F: 3 clusters Score -1644991 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1645280.500000 Penalty: 3142.578613
	Iteration 2F: 3 clusters Score -1645280 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1645507.375000 Penalty: 3142.578613
	Iteration 3Q: 3 clusters Score -1645507 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1645691.875000 Penalty: 3142.578613
	Iteration 4Q: 3 clusters Score -1645692 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1645879.625000 Penalty: 3142.578613
	Iteration 5Q: 3 clusters Score -1645880 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1646079.500000 Penalty: 3142.578613
	Iteration 6Q: 3 clusters Score -1646080 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1646278.000000 Penalty: 3142.578613
	Iteration 7Q: 3 clusters Score -1646278 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1646526.625000 Penalty: 3142.578613
	Iteration 8Q: 3 clusters Score -1646527 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1646866.250000 Penalty: 3142.578613
	Iteration 9Q: 3 clusters Score -1646866 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1647306.750000 Penalty: 3142.578613
	Iteration 10Q: 3 clusters Score -1647307 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1647835.625000 Penalty: 3142.578613
	Iteration 11Q: 3 clusters Score -1647836 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1648296.750000 Penalty: 3142.578613
	Iteration 12Q: 3 clusters Score -1648297 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1648652.875000 Penalty: 3142.578613
	Iteration 13Q: 3 clusters Score -1648653 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1648888.375000 Penalty: 3142.578613
	Iteration 14Q: 3 clusters Score -1648888 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1649034.250000 Penalty: 3142.578613
	Iteration 15Q: 3 clusters Score -1649034 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1649102.000000 Penalty: 3142.578613
	Iteration 16Q: 3 clusters Score -1649102 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1649152.625000 Penalty: 3142.578613
	Iteration 17Q: 3 clusters Score -1649153 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1649192.250000 Penalty: 3142.578613
	Iteration 18Q: 3 clusters Score -1649192 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1649226.000000 Penalty: 3142.578613
	Iteration 19Q: 3 clusters Score -1649226 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1649255.500000 Penalty: 3142.578613
	Iteration 20F: 3 clusters Score -1649256 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1649281.750000 Penalty: 3142.578613
	Iteration 21Q: 3 clusters Score -1649282 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1649309.750000 Penalty: 3142.578613
	Iteration 22Q: 3 clusters Score -1649310 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1649336.875000 Penalty: 3142.578613
	Iteration 23Q: 3 clusters Score -1649337 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1649356.000000 Penalty: 3142.578613
	Iteration 24Q: 3 clusters Score -1649356 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1649384.750000 Penalty: 3142.578613
	Iteration 25Q: 3 clusters Score -1649385 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1649408.125000 Penalty: 3142.578613
	Iteration 26Q: 3 clusters Score -1649408 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1649429.375000 Penalty: 3142.578613
	Iteration 27Q: 3 clusters Score -1649429 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1649447.250000 Penalty: 3142.578613
	Iteration 28Q: 3 clusters Score -1649447 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1649463.500000 Penalty: 3142.578613
	Iteration 29Q: 3 clusters Score -1649464 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1649483.875000 Penalty: 3142.578613
	Iteration 30Q: 3 clusters Score -1649484 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1649497.375000 Penalty: 3142.578613
	Iteration 31Q: 3 clusters Score -1649497 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1649516.125000 Penalty: 3142.578613
	Iteration 32Q: 3 clusters Score -1649516 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1649542.375000 Penalty: 3142.578613
	Iteration 33Q: 3 clusters Score -1649542 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1649558.625000 Penalty: 3142.578613
	Iteration 34Q: 3 clusters Score -1649559 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1649581.625000 Penalty: 3142.578613
	Iteration 35Q: 3 clusters Score -1649582 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1649602.000000 Penalty: 3142.578613
	Iteration 36Q: 3 clusters Score -1649602 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1649617.500000 Penalty: 3142.578613
	Iteration 37Q: 3 clusters Score -1649618 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1649644.875000 Penalty: 3142.578613
	Iteration 38Q: 3 clusters Score -1649645 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1649666.125000 Penalty: 3142.578613
	Iteration 39Q: 3 clusters Score -1649666 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1649698.500000 Penalty: 3142.578613
	Iteration 40F: 3 clusters Score -1649698 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1649735.125000 Penalty: 3142.578613
	Iteration 41Q: 3 clusters Score -1649735 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1649769.500000 Penalty: 3142.578613
	Iteration 42Q: 3 clusters Score -1649770 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1649812.000000 Penalty: 3142.578613
	Iteration 43Q: 3 clusters Score -1649812 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1649853.250000 Penalty: 3142.578613
	Iteration 44Q: 3 clusters Score -1649853 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1649898.000000 Penalty: 3142.578613
	Iteration 45Q: 3 clusters Score -1649898 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1649944.250000 Penalty: 3142.578613
	Iteration 46Q: 3 clusters Score -1649944 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1649994.250000 Penalty: 3142.578613
	Iteration 47Q: 3 clusters Score -1649994 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1650039.000000 Penalty: 3142.578613
	Iteration 48Q: 3 clusters Score -1650039 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1650094.625000 Penalty: 3142.578613
	Iteration 49Q: 3 clusters Score -1650095 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1650137.875000 Penalty: 3142.578613
	Iteration 50Q: 3 clusters Score -1650138 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1650180.250000 Penalty: 3142.578613
	Iteration 51Q: 3 clusters Score -1650180 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1650216.875000 Penalty: 3142.578613
	Iteration 52Q: 3 clusters Score -1650217 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1650256.375000 Penalty: 3142.578613
	Iteration 53Q: 3 clusters Score -1650256 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1650291.750000 Penalty: 3142.578613
	Iteration 54Q: 3 clusters Score -1650292 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1650330.000000 Penalty: 3142.578613
	Iteration 55Q: 3 clusters Score -1650330 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1650362.125000 Penalty: 3142.578613
	Iteration 56Q: 3 clusters Score -1650362 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1650404.750000 Penalty: 3142.578613
	Iteration 57Q: 3 clusters Score -1650405 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1650434.750000 Penalty: 3142.578613
	Iteration 58Q: 3 clusters Score -1650435 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1650476.875000 Penalty: 3142.578613
	Iteration 59Q: 3 clusters Score -1650477 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1650501.375000 Penalty: 3142.578613
	Iteration 60F: 3 clusters Score -1650501 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1650524.875000 Penalty: 3142.578613
	Iteration 61Q: 3 clusters Score -1650525 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1650546.750000 Penalty: 3142.578613
	Iteration 62Q: 3 clusters Score -1650547 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1650572.250000 Penalty: 3142.578613
	Iteration 63Q: 3 clusters Score -1650572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1650593.000000 Penalty: 3142.578613
	Iteration 64Q: 3 clusters Score -1650593 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1650609.250000 Penalty: 3142.578613
	Iteration 65Q: 3 clusters Score -1650609 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1650621.750000 Penalty: 3142.578613
	Iteration 66Q: 3 clusters Score -1650622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1650634.625000 Penalty: 3142.578613
	Iteration 67Q: 3 clusters Score -1650635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1650647.250000 Penalty: 3142.578613
	Iteration 68Q: 3 clusters Score -1650647 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1650664.000000 Penalty: 3142.578613
	Iteration 69Q: 3 clusters Score -1650664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1650676.125000 Penalty: 3142.578613
	Iteration 70Q: 3 clusters Score -1650676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1650690.750000 Penalty: 3142.578613
	Iteration 71Q: 3 clusters Score -1650691 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1650708.500000 Penalty: 3142.578613
	Iteration 72Q: 3 clusters Score -1650708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1650730.500000 Penalty: 3142.578613
	Iteration 73Q: 3 clusters Score -1650730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1650746.625000 Penalty: 3142.578613
	Iteration 74Q: 3 clusters Score -1650747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1650757.750000 Penalty: 3142.578613
	Iteration 75Q: 3 clusters Score -1650758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1650771.250000 Penalty: 3142.578613
	Iteration 76Q: 3 clusters Score -1650771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1650782.875000 Penalty: 3142.578613
	Iteration 77Q: 3 clusters Score -1650783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1650792.250000 Penalty: 3142.578613
	Iteration 78Q: 3 clusters Score -1650792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1650799.000000 Penalty: 3142.578613
	Iteration 79Q: 3 clusters Score -1650799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1650805.750000 Penalty: 3142.578613
	Iteration 80F: 3 clusters Score -1650806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1650806.875000 Penalty: 3142.578613
	Iteration 81Q: 3 clusters Score -1650807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1650813.125000 Penalty: 3142.578613
	Iteration 82Q: 3 clusters Score -1650813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1650814.875000 Penalty: 3142.578613
	Iteration 83Q: 3 clusters Score -1650815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1650816.375000 Penalty: 3142.578613
	Iteration 84Q: 3 clusters Score -1650816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1650820.000000 Penalty: 3142.578613
	Iteration 85Q: 3 clusters Score -1650820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1650825.750000 Penalty: 3142.578613
	Iteration 86Q: 3 clusters Score -1650826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1650829.500000 Penalty: 3142.578613
	Iteration 87Q: 3 clusters Score -1650830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1650837.875000 Penalty: 3142.578613
	Iteration 88Q: 3 clusters Score -1650838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1650844.625000 Penalty: 3142.578613
	Iteration 89Q: 3 clusters Score -1650845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -1650858.125000 Penalty: 3142.578613
	Iteration 90Q: 3 clusters Score -1650858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1650873.625000 Penalty: 3142.578613
	Iteration 91Q: 3 clusters Score -1650874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1650875.500000 Penalty: 3142.578613
	Iteration 92Q: 3 clusters Score -1650876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1650880.000000 Penalty: 3142.578613
	Iteration 93Q: 3 clusters Score -1650880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1650884.500000 Penalty: 3142.578613
	Iteration 94Q: 3 clusters Score -1650884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1650885.375000 Penalty: 3142.578613
	Iteration 95Q: 3 clusters Score -1650885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1650887.000000 Penalty: 3142.578613
	Iteration 96Q: 3 clusters Score -1650887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1650889.000000 Penalty: 3142.578613
	Iteration 97Q: 3 clusters Score -1650889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1650890.000000 Penalty: 3142.578613
	Iteration 98Q: 3 clusters Score -1650890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -1650889.500000 Penalty: 3142.578613
	Iteration 99Q: 3 clusters Score -1650890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1650894.000000 Penalty: 3142.578613
	Iteration 100F: 3 clusters Score -1650894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1650894.000000 Penalty: 3142.578613
	Iteration 101Q: 3 clusters Score -1650894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1650896.125000 Penalty: 3142.578613
	Iteration 102Q: 3 clusters Score -1650896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1650899.375000 Penalty: 3142.578613
	Iteration 103Q: 3 clusters Score -1650899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1650899.250000 Penalty: 3142.578613
	Iteration 104Q: 3 clusters Score -1650899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1650901.875000 Penalty: 3142.578613
	Iteration 105Q: 3 clusters Score -1650902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1650908.000000 Penalty: 3142.578613
	Iteration 106Q: 3 clusters Score -1650908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -1650909.125000 Penalty: 3142.578613
	Iteration 107Q: 3 clusters Score -1650909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -1650911.500000 Penalty: 3142.578613
	Iteration 108Q: 3 clusters Score -1650912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -1650911.500000 Penalty: 3142.578613
	Iteration 109F: 3 clusters Score -1650912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 185000 members 
Mstep: Class 2 contains 7110 members 
Mstep: Class 3 contains 161604 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 18406 members 
Mstep: Class 8 contains 159827 members 
Mstep: Class 9 contains 35584 members 
Mstep: Class 10 contains 148343 members 
Mstep: Class 11 contains 1993 members 
Mstep: Class 12 contains 201699 members 
Mstep: Class 13 contains 170058 members 
Mstep: Class 14 contains 2163 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 3359 members 
Mstep: Class 17 contains 9856 members 
Mstep: Class 18 contains 2882 members 
Mstep: Class 19 contains 15827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127868704.000000 Penalty: 45719.996094
Iteration 39Q: 21 clusters Score -1.278687e+08 nChanged 32405
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 180263 members 
Mstep: Class 2 contains 7067 members 
Mstep: Class 3 contains 167465 members 
Mstep: Class 4 contains 81296 members 
Mstep: Class 5 contains 23278 members 
Mstep: Class 6 contains 3992 members 
Mstep: Class 7 contains 17699 members 
Mstep: Class 8 contains 163506 members 
Mstep: Class 9 contains 36339 members 
Mstep: Class 10 contains 145800 members 
Mstep: Class 11 contains 1990 members 
Mstep: Class 12 contains 203636 members 
Mstep: Class 13 contains 169283 members 
Mstep: Class 14 contains 2138 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 3257 members 
Mstep: Class 17 contains 9348 members 
Mstep: Class 18 contains 3003 members 
Mstep: Class 19 contains 14002 members 
Mstep: Class 20 contains 51822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127876296.000000 Penalty: 45719.996094
Iteration 40F: 21 clusters Score -1.278763e+08 nChanged 28981
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 176261 members 
Mstep: Class 2 contains 7209 members 
Mstep: Class 3 contains 169930 members 
Mstep: Class 4 contains 83680 members 
Mstep: Class 5 contains 23816 members 
Mstep: Class 6 contains 4261 members 
Mstep: Class 7 contains 16837 members 
Mstep: Class 8 contains 166710 members 
Mstep: Class 9 contains 36963 members 
Mstep: Class 10 contains 142167 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 207920 members 
Mstep: Class 13 contains 167641 members 
Mstep: Class 14 contains 2139 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 2820 members 
Mstep: Class 17 contains 8863 members 
Mstep: Class 18 contains 3054 members 
Mstep: Class 19 contains 11879 members 
Mstep: Class 20 contains 51001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127878808.000000 Penalty: 45719.996094
Iteration 41Q: 21 clusters Score -1.278788e+08 nChanged 24851
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 173692 members 
Mstep: Class 2 contains 7326 members 
Mstep: Class 3 contains 171561 members 
Mstep: Class 4 contains 85592 members 
Mstep: Class 5 contains 24250 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 15943 members 
Mstep: Class 8 contains 169893 members 
Mstep: Class 9 contains 37263 members 
Mstep: Class 10 contains 139604 members 
Mstep: Class 11 contains 2135 members 
Mstep: Class 12 contains 210392 members 
Mstep: Class 13 contains 166399 members 
Mstep: Class 14 contains 2143 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 2551 members 
Mstep: Class 17 contains 8393 members 
Mstep: Class 18 contains 3104 members 
Mstep: Class 19 contains 10407 members 
Mstep: Class 20 contains 50109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127880616.000000 Penalty: 45719.996094
Iteration 42Q: 21 clusters Score -1.278806e+08 nChanged 22175
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 172032 members 
Mstep: Class 2 contains 7387 members 
Mstep: Class 3 contains 172403 members 
Mstep: Class 4 contains 87472 members 
Mstep: Class 5 contains 24617 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 15071 members 
Mstep: Class 8 contains 173143 members 
Mstep: Class 9 contains 37440 members 
Mstep: Class 10 contains 137607 members 
Mstep: Class 11 contains 2222 members 
Mstep: Class 12 contains 211423 members 
Mstep: Class 13 contains 165528 members 
Mstep: Class 14 contains 2177 members 
Mstep: Class 15 contains 1516 members 
Mstep: Class 16 contains 2367 members 
Mstep: Class 17 contains 7955 members 
Mstep: Class 18 contains 3124 members 
Mstep: Class 19 contains 9302 members 
Mstep: Class 20 contains 49309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127882272.000000 Penalty: 45719.996094
Iteration 43Q: 21 clusters Score -1.278823e+08 nChanged 20453
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 170861 members 
Mstep: Class 2 contains 7429 members 
Mstep: Class 3 contains 172810 members 
Mstep: Class 4 contains 89381 members 
Mstep: Class 5 contains 24928 members 
Mstep: Class 6 contains 4915 members 
Mstep: Class 7 contains 14212 members 
Mstep: Class 8 contains 176488 members 
Mstep: Class 9 contains 37534 members 
Mstep: Class 10 contains 135980 members 
Mstep: Class 11 contains 2313 members 
Mstep: Class 12 contains 211495 members 
Mstep: Class 13 contains 164840 members 
Mstep: Class 14 contains 2209 members 
Mstep: Class 15 contains 1488 members 
Mstep: Class 16 contains 2235 members 
Mstep: Class 17 contains 7446 members 
Mstep: Class 18 contains 3156 members 
Mstep: Class 19 contains 8495 members 
Mstep: Class 20 contains 48596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127885232.000000 Penalty: 45719.996094
Iteration 44Q: 21 clusters Score -1.278852e+08 nChanged 19241
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 169984 members 
Mstep: Class 2 contains 7451 members 
Mstep: Class 3 contains 172859 members 
Mstep: Class 4 contains 91384 members 
Mstep: Class 5 contains 25208 members 
Mstep: Class 6 contains 5107 members 
Mstep: Class 7 contains 13430 members 
Mstep: Class 8 contains 179857 members 
Mstep: Class 9 contains 37577 members 
Mstep: Class 10 contains 134578 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 210993 members 
Mstep: Class 13 contains 164255 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 1469 members 
Mstep: Class 16 contains 2131 members 
Mstep: Class 17 contains 6935 members 
Mstep: Class 18 contains 3173 members 
Mstep: Class 19 contains 7902 members 
Mstep: Class 20 contains 47875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127887744.000000 Penalty: 45719.996094
Iteration 45Q: 21 clusters Score -1.278877e+08 nChanged 18404
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 169181 members 
Mstep: Class 2 contains 7452 members 
Mstep: Class 3 contains 172824 members 
Mstep: Class 4 contains 93473 members 
Mstep: Class 5 contains 25431 members 
Mstep: Class 6 contains 5291 members 
Mstep: Class 7 contains 12702 members 
Mstep: Class 8 contains 183086 members 
Mstep: Class 9 contains 37597 members 
Mstep: Class 10 contains 133448 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 209961 members 
Mstep: Class 13 contains 163830 members 
Mstep: Class 14 contains 2306 members 
Mstep: Class 15 contains 1463 members 
Mstep: Class 16 contains 2048 members 
Mstep: Class 17 contains 6438 members 
Mstep: Class 18 contains 3197 members 
Mstep: Class 19 contains 7421 members 
Mstep: Class 20 contains 47195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127890872.000000 Penalty: 45719.996094
Iteration 46Q: 21 clusters Score -1.278909e+08 nChanged 17372
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 168494 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 172779 members 
Mstep: Class 4 contains 95462 members 
Mstep: Class 5 contains 25642 members 
Mstep: Class 6 contains 5474 members 
Mstep: Class 7 contains 12015 members 
Mstep: Class 8 contains 185994 members 
Mstep: Class 9 contains 37717 members 
Mstep: Class 10 contains 132566 members 
Mstep: Class 11 contains 2545 members 
Mstep: Class 12 contains 208597 members 
Mstep: Class 13 contains 163485 members 
Mstep: Class 14 contains 2352 members 
Mstep: Class 15 contains 1448 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 6002 members 
Mstep: Class 18 contains 3220 members 
Mstep: Class 19 contains 7042 members 
Mstep: Class 20 contains 46537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127893712.000000 Penalty: 45719.996094
Iteration 47Q: 21 clusters Score -1.278937e+08 nChanged 15809
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 167920 members 
Mstep: Class 2 contains 7473 members 
Mstep: Class 3 contains 172536 members 
Mstep: Class 4 contains 97453 members 
Mstep: Class 5 contains 25833 members 
Mstep: Class 6 contains 5652 members 
Mstep: Class 7 contains 11336 members 
Mstep: Class 8 contains 188723 members 
Mstep: Class 9 contains 37900 members 
Mstep: Class 10 contains 132110 members 
Mstep: Class 11 contains 2624 members 
Mstep: Class 12 contains 206856 members 
Mstep: Class 13 contains 163149 members 
Mstep: Class 14 contains 2374 members 
Mstep: Class 15 contains 1442 members 
Mstep: Class 16 contains 1910 members 
Mstep: Class 17 contains 5579 members 
Mstep: Class 18 contains 3232 members 
Mstep: Class 19 contains 6704 members 
Mstep: Class 20 contains 46005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895776.000000 Penalty: 45719.996094
Iteration 48Q: 21 clusters Score -1.278958e+08 nChanged 14464
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 167511 members 
Mstep: Class 2 contains 7484 members 
Mstep: Class 3 contains 172235 members 
Mstep: Class 4 contains 99362 members 
Mstep: Class 5 contains 26016 members 
Mstep: Class 6 contains 5849 members 
Mstep: Class 7 contains 10676 members 
Mstep: Class 8 contains 191110 members 
Mstep: Class 9 contains 38118 members 
Mstep: Class 10 contains 131863 members 
Mstep: Class 11 contains 2687 members 
Mstep: Class 12 contains 204984 members 
Mstep: Class 13 contains 162833 members 
Mstep: Class 14 contains 2404 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 1864 members 
Mstep: Class 17 contains 5206 members 
Mstep: Class 18 contains 3243 members 
Mstep: Class 19 contains 6404 members 
Mstep: Class 20 contains 45524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127897936.000000 Penalty: 45719.996094
Iteration 49Q: 21 clusters Score -1.278979e+08 nChanged 13315
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 167195 members 
Mstep: Class 2 contains 7493 members 
Mstep: Class 3 contains 171929 members 
Mstep: Class 4 contains 101155 members 
Mstep: Class 5 contains 26127 members 
Mstep: Class 6 contains 6033 members 
Mstep: Class 7 contains 10087 members 
Mstep: Class 8 contains 193129 members 
Mstep: Class 9 contains 38416 members 
Mstep: Class 10 contains 131883 members 
Mstep: Class 11 contains 2762 members 
Mstep: Class 12 contains 203009 members 
Mstep: Class 13 contains 162497 members 
Mstep: Class 14 contains 2432 members 
Mstep: Class 15 contains 1440 members 
Mstep: Class 16 contains 1813 members 
Mstep: Class 17 contains 4888 members 
Mstep: Class 18 contains 3247 members 
Mstep: Class 19 contains 6190 members 
Mstep: Class 20 contains 45086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127900024.000000 Penalty: 45719.996094
Iteration 50Q: 21 clusters Score -1.279e+08 nChanged 12492
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 166915 members 
Mstep: Class 2 contains 7493 members 
Mstep: Class 3 contains 171572 members 
Mstep: Class 4 contains 102905 members 
Mstep: Class 5 contains 26189 members 
Mstep: Class 6 contains 6232 members 
Mstep: Class 7 contains 9592 members 
Mstep: Class 8 contains 194945 members 
Mstep: Class 9 contains 38863 members 
Mstep: Class 10 contains 131975 members 
Mstep: Class 11 contains 2836 members 
Mstep: Class 12 contains 200915 members 
Mstep: Class 13 contains 162166 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 1434 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 4609 members 
Mstep: Class 18 contains 3248 members 
Mstep: Class 19 contains 6011 members 
Mstep: Class 20 contains 44683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127902096.000000 Penalty: 45719.996094
Iteration 51Q: 21 clusters Score -1.279021e+08 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 166761 members 
Mstep: Class 2 contains 7494 members 
Mstep: Class 3 contains 171112 members 
Mstep: Class 4 contains 104578 members 
Mstep: Class 5 contains 26238 members 
Mstep: Class 6 contains 6426 members 
Mstep: Class 7 contains 9188 members 
Mstep: Class 8 contains 196502 members 
Mstep: Class 9 contains 39359 members 
Mstep: Class 10 contains 132163 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 198832 members 
Mstep: Class 13 contains 161872 members 
Mstep: Class 14 contains 2482 members 
Mstep: Class 15 contains 1430 members 
Mstep: Class 16 contains 1738 members 
Mstep: Class 17 contains 4392 members 
Mstep: Class 18 contains 3242 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 44255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127903872.000000 Penalty: 45719.996094
Iteration 52Q: 21 clusters Score -1.279039e+08 nChanged 10995
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 166698 members 
Mstep: Class 2 contains 7477 members 
Mstep: Class 3 contains 170615 members 
Mstep: Class 4 contains 106126 members 
Mstep: Class 5 contains 26275 members 
Mstep: Class 6 contains 6617 members 
Mstep: Class 7 contains 8809 members 
Mstep: Class 8 contains 197755 members 
Mstep: Class 9 contains 39914 members 
Mstep: Class 10 contains 132454 members 
Mstep: Class 11 contains 2982 members 
Mstep: Class 12 contains 196910 members 
Mstep: Class 13 contains 161584 members 
Mstep: Class 14 contains 2511 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 1709 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 3235 members 
Mstep: Class 19 contains 5674 members 
Mstep: Class 20 contains 43848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127905344.000000 Penalty: 45719.996094
Iteration 53Q: 21 clusters Score -1.279053e+08 nChanged 10213
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 166751 members 
Mstep: Class 2 contains 7464 members 
Mstep: Class 3 contains 170165 members 
Mstep: Class 4 contains 107535 members 
Mstep: Class 5 contains 26320 members 
Mstep: Class 6 contains 6792 members 
Mstep: Class 7 contains 8455 members 
Mstep: Class 8 contains 198604 members 
Mstep: Class 9 contains 40591 members 
Mstep: Class 10 contains 132824 members 
Mstep: Class 11 contains 3050 members 
Mstep: Class 12 contains 195145 members 
Mstep: Class 13 contains 161315 members 
Mstep: Class 14 contains 2531 members 
Mstep: Class 15 contains 1443 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 3976 members 
Mstep: Class 18 contains 3234 members 
Mstep: Class 19 contains 5477 members 
Mstep: Class 20 contains 43471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127907024.000000 Penalty: 45719.996094
Iteration 54Q: 21 clusters Score -1.27907e+08 nChanged 9430
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 166824 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 169701 members 
Mstep: Class 4 contains 108818 members 
Mstep: Class 5 contains 26344 members 
Mstep: Class 6 contains 6940 members 
Mstep: Class 7 contains 8092 members 
Mstep: Class 8 contains 199167 members 
Mstep: Class 9 contains 41456 members 
Mstep: Class 10 contains 133271 members 
Mstep: Class 11 contains 3117 members 
Mstep: Class 12 contains 193494 members 
Mstep: Class 13 contains 161018 members 
Mstep: Class 14 contains 2551 members 
Mstep: Class 15 contains 1463 members 
Mstep: Class 16 contains 1619 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 3237 members 
Mstep: Class 19 contains 5335 members 
Mstep: Class 20 contains 43110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127908272.000000 Penalty: 45719.996094
Iteration 55Q: 21 clusters Score -1.279083e+08 nChanged 8942
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 166763 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 169333 members 
Mstep: Class 4 contains 109972 members 
Mstep: Class 5 contains 26378 members 
Mstep: Class 6 contains 7099 members 
Mstep: Class 7 contains 7719 members 
Mstep: Class 8 contains 199375 members 
Mstep: Class 9 contains 42453 members 
Mstep: Class 10 contains 133793 members 
Mstep: Class 11 contains 3192 members 
Mstep: Class 12 contains 191993 members 
Mstep: Class 13 contains 160781 members 
Mstep: Class 14 contains 2563 members 
Mstep: Class 15 contains 1494 members 
Mstep: Class 16 contains 1561 members 
Mstep: Class 17 contains 3691 members 
Mstep: Class 18 contains 3237 members 
Mstep: Class 19 contains 5183 members 
Mstep: Class 20 contains 42819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2273.173340 but Gain 2286.000000
Score: -127910448.000000 Penalty: 43433.996094
Iteration 56Q: 20 clusters Score -1.279104e+08 nChanged 10001
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 166916 members 
Mstep: Class 2 contains 7378 members 
Mstep: Class 3 contains 169051 members 
Mstep: Class 4 contains 111077 members 
Mstep: Class 5 contains 26437 members 
Mstep: Class 6 contains 7444 members 
Mstep: Class 7 contains 7416 members 
Mstep: Class 8 contains 199478 members 
Mstep: Class 9 contains 43631 members 
Mstep: Class 10 contains 134346 members 
Mstep: Class 11 contains 3280 members 
Mstep: Class 12 contains 191031 members 
Mstep: Class 13 contains 160563 members 
Mstep: Class 14 contains 2597 members 
Mstep: Class 15 contains 1704 members 
Mstep: Class 17 contains 3579 members 
Mstep: Class 18 contains 3232 members 
Mstep: Class 19 contains 5070 members 
Mstep: Class 20 contains 42581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127913616.000000 Penalty: 43433.996094
Iteration 57Q: 20 clusters Score -1.279136e+08 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 166849 members 
Mstep: Class 2 contains 7349 members 
Mstep: Class 3 contains 168645 members 
Mstep: Class 4 contains 112177 members 
Mstep: Class 5 contains 26447 members 
Mstep: Class 6 contains 7684 members 
Mstep: Class 7 contains 7096 members 
Mstep: Class 8 contains 199195 members 
Mstep: Class 9 contains 44847 members 
Mstep: Class 10 contains 134766 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 189706 members 
Mstep: Class 13 contains 160299 members 
Mstep: Class 14 contains 2608 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 17 contains 3483 members 
Mstep: Class 18 contains 3224 members 
Mstep: Class 19 contains 4919 members 
Mstep: Class 20 contains 42344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127915192.000000 Penalty: 43433.996094
Iteration 58Q: 20 clusters Score -1.279152e+08 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 166760 members 
Mstep: Class 2 contains 7317 members 
Mstep: Class 3 contains 168344 members 
Mstep: Class 4 contains 113159 members 
Mstep: Class 5 contains 26408 members 
Mstep: Class 6 contains 7905 members 
Mstep: Class 7 contains 6775 members 
Mstep: Class 8 contains 198796 members 
Mstep: Class 9 contains 46073 members 
Mstep: Class 10 contains 135166 members 
Mstep: Class 11 contains 3416 members 
Mstep: Class 12 contains 188553 members 
Mstep: Class 13 contains 160059 members 
Mstep: Class 14 contains 2628 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 17 contains 3371 members 
Mstep: Class 18 contains 3220 members 
Mstep: Class 19 contains 4780 members 
Mstep: Class 20 contains 42162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127916328.000000 Penalty: 43433.996094
Iteration 59Q: 20 clusters Score -1.279163e+08 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 166682 members 
Mstep: Class 2 contains 7280 members 
Mstep: Class 3 contains 168103 members 
Mstep: Class 4 contains 114044 members 
Mstep: Class 5 contains 26392 members 
Mstep: Class 6 contains 8099 members 
Mstep: Class 7 contains 6465 members 
Mstep: Class 8 contains 198271 members 
Mstep: Class 9 contains 47318 members 
Mstep: Class 10 contains 135566 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 187562 members 
Mstep: Class 13 contains 159856 members 
Mstep: Class 14 contains 2649 members 
Mstep: Class 15 contains 1983 members 
Mstep: Class 17 contains 3277 members 
Mstep: Class 18 contains 3217 members 
Mstep: Class 19 contains 4588 members 
Mstep: Class 20 contains 41979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918864.000000 Penalty: 43433.996094
Iteration 60F: 20 clusters Score -1.279189e+08 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 166592 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 167851 members 
Mstep: Class 4 contains 114818 members 
Mstep: Class 5 contains 26347 members 
Mstep: Class 6 contains 8290 members 
Mstep: Class 7 contains 6203 members 
Mstep: Class 8 contains 197574 members 
Mstep: Class 9 contains 48928 members 
Mstep: Class 10 contains 135961 members 
Mstep: Class 11 contains 3538 members 
Mstep: Class 12 contains 186519 members 
Mstep: Class 13 contains 159643 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 15 contains 2063 members 
Mstep: Class 17 contains 3183 members 
Mstep: Class 18 contains 3216 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 41816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920360.000000 Penalty: 43433.996094
Iteration 61Q: 20 clusters Score -1.279204e+08 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 166476 members 
Mstep: Class 2 contains 7210 members 
Mstep: Class 3 contains 167682 members 
Mstep: Class 4 contains 115457 members 
Mstep: Class 5 contains 26317 members 
Mstep: Class 6 contains 8496 members 
Mstep: Class 7 contains 5953 members 
Mstep: Class 8 contains 196784 members 
Mstep: Class 9 contains 50692 members 
Mstep: Class 10 contains 136400 members 
Mstep: Class 11 contains 3598 members 
Mstep: Class 12 contains 185399 members 
Mstep: Class 13 contains 159487 members 
Mstep: Class 14 contains 2671 members 
Mstep: Class 15 contains 2108 members 
Mstep: Class 17 contains 3091 members 
Mstep: Class 18 contains 3219 members 
Mstep: Class 19 contains 4138 members 
Mstep: Class 20 contains 41633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921384.000000 Penalty: 43433.996094
Iteration 62Q: 20 clusters Score -1.279214e+08 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 166465 members 
Mstep: Class 2 contains 7172 members 
Mstep: Class 3 contains 167513 members 
Mstep: Class 4 contains 116039 members 
Mstep: Class 5 contains 26281 members 
Mstep: Class 6 contains 8668 members 
Mstep: Class 7 contains 5688 members 
Mstep: Class 8 contains 195955 members 
Mstep: Class 9 contains 52539 members 
Mstep: Class 10 contains 136779 members 
Mstep: Class 11 contains 3663 members 
Mstep: Class 12 contains 184289 members 
Mstep: Class 13 contains 159329 members 
Mstep: Class 14 contains 2678 members 
Mstep: Class 15 contains 2144 members 
Mstep: Class 17 contains 3010 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 41448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923512.000000 Penalty: 43433.996094
Iteration 63Q: 20 clusters Score -1.279235e+08 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 166383 members 
Mstep: Class 2 contains 7139 members 
Mstep: Class 3 contains 167454 members 
Mstep: Class 4 contains 116500 members 
Mstep: Class 5 contains 26258 members 
Mstep: Class 6 contains 8893 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 195039 members 
Mstep: Class 9 contains 54484 members 
Mstep: Class 10 contains 137139 members 
Mstep: Class 11 contains 3729 members 
Mstep: Class 12 contains 183138 members 
Mstep: Class 13 contains 159202 members 
Mstep: Class 14 contains 2690 members 
Mstep: Class 15 contains 2169 members 
Mstep: Class 17 contains 2930 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3729 members 
Mstep: Class 20 contains 41291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127925312.000000 Penalty: 43433.996094
Iteration 64Q: 20 clusters Score -1.279253e+08 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 166281 members 
Mstep: Class 2 contains 7099 members 
Mstep: Class 3 contains 167427 members 
Mstep: Class 4 contains 116918 members 
Mstep: Class 5 contains 26235 members 
Mstep: Class 6 contains 9083 members 
Mstep: Class 7 contains 5177 members 
Mstep: Class 8 contains 194050 members 
Mstep: Class 9 contains 56475 members 
Mstep: Class 10 contains 137498 members 
Mstep: Class 11 contains 3793 members 
Mstep: Class 12 contains 182027 members 
Mstep: Class 13 contains 159109 members 
Mstep: Class 14 contains 2706 members 
Mstep: Class 15 contains 2192 members 
Mstep: Class 17 contains 2847 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 3528 members 
Mstep: Class 20 contains 41148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127926968.000000 Penalty: 43433.996094
Iteration 65Q: 20 clusters Score -1.27927e+08 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 166098 members 
Mstep: Class 2 contains 7069 members 
Mstep: Class 3 contains 167435 members 
Mstep: Class 4 contains 117263 members 
Mstep: Class 5 contains 26211 members 
Mstep: Class 6 contains 9286 members 
Mstep: Class 7 contains 4961 members 
Mstep: Class 8 contains 193025 members 
Mstep: Class 9 contains 58537 members 
Mstep: Class 10 contains 137930 members 
Mstep: Class 11 contains 3850 members 
Mstep: Class 12 contains 180896 members 
Mstep: Class 13 contains 158969 members 
Mstep: Class 14 contains 2722 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 3213 members 
Mstep: Class 19 contains 3358 members 
Mstep: Class 20 contains 40992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127928176.000000 Penalty: 43433.996094
Iteration 66Q: 20 clusters Score -1.279282e+08 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 165898 members 
Mstep: Class 2 contains 7048 members 
Mstep: Class 3 contains 167565 members 
Mstep: Class 4 contains 117526 members 
Mstep: Class 5 contains 26179 members 
Mstep: Class 6 contains 9451 members 
Mstep: Class 7 contains 4732 members 
Mstep: Class 8 contains 191902 members 
Mstep: Class 9 contains 60668 members 
Mstep: Class 10 contains 138379 members 
Mstep: Class 11 contains 3910 members 
Mstep: Class 12 contains 179796 members 
Mstep: Class 13 contains 158834 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 2261 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 3198 members 
Mstep: Class 20 contains 40831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127928840.000000 Penalty: 43433.996094
Iteration 67Q: 20 clusters Score -1.279288e+08 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 165626 members 
Mstep: Class 2 contains 7035 members 
Mstep: Class 3 contains 167764 members 
Mstep: Class 4 contains 117721 members 
Mstep: Class 5 contains 26166 members 
Mstep: Class 6 contains 9616 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 190778 members 
Mstep: Class 9 contains 62805 members 
Mstep: Class 10 contains 138791 members 
Mstep: Class 11 contains 3967 members 
Mstep: Class 12 contains 178749 members 
Mstep: Class 13 contains 158698 members 
Mstep: Class 14 contains 2741 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 3023 members 
Mstep: Class 20 contains 40692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127930720.000000 Penalty: 43433.996094
Iteration 68Q: 20 clusters Score -1.279307e+08 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 165376 members 
Mstep: Class 2 contains 7021 members 
Mstep: Class 3 contains 167932 members 
Mstep: Class 4 contains 117865 members 
Mstep: Class 5 contains 26164 members 
Mstep: Class 6 contains 9782 members 
Mstep: Class 7 contains 4323 members 
Mstep: Class 8 contains 189701 members 
Mstep: Class 9 contains 64878 members 
Mstep: Class 10 contains 139088 members 
Mstep: Class 11 contains 4023 members 
Mstep: Class 12 contains 177777 members 
Mstep: Class 13 contains 158600 members 
Mstep: Class 14 contains 2742 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 3207 members 
Mstep: Class 19 contains 2872 members 
Mstep: Class 20 contains 40550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127931864.000000 Penalty: 43433.996094
Iteration 69Q: 20 clusters Score -1.279319e+08 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 165188 members 
Mstep: Class 2 contains 7008 members 
Mstep: Class 3 contains 168074 members 
Mstep: Class 4 contains 117960 members 
Mstep: Class 5 contains 26140 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 4134 members 
Mstep: Class 8 contains 188708 members 
Mstep: Class 9 contains 66982 members 
Mstep: Class 10 contains 139349 members 
Mstep: Class 11 contains 4089 members 
Mstep: Class 12 contains 176752 members 
Mstep: Class 13 contains 158514 members 
Mstep: Class 14 contains 2741 members 
Mstep: Class 15 contains 2418 members 
Mstep: Class 17 contains 2498 members 
Mstep: Class 18 contains 3210 members 
Mstep: Class 19 contains 2726 members 
Mstep: Class 20 contains 40429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127932848.000000 Penalty: 43433.996094
Iteration 70Q: 20 clusters Score -1.279328e+08 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 165046 members 
Mstep: Class 2 contains 7004 members 
Mstep: Class 3 contains 168161 members 
Mstep: Class 4 contains 118036 members 
Mstep: Class 5 contains 26110 members 
Mstep: Class 6 contains 10004 members 
Mstep: Class 7 contains 3963 members 
Mstep: Class 8 contains 187774 members 
Mstep: Class 9 contains 69004 members 
Mstep: Class 10 contains 139576 members 
Mstep: Class 11 contains 4158 members 
Mstep: Class 12 contains 175747 members 
Mstep: Class 13 contains 158420 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 2474 members 
Mstep: Class 17 contains 2441 members 
Mstep: Class 18 contains 3211 members 
Mstep: Class 19 contains 2588 members 
Mstep: Class 20 contains 40347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127934352.000000 Penalty: 43433.996094
Iteration 71Q: 20 clusters Score -1.279344e+08 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 164858 members 
Mstep: Class 2 contains 6991 members 
Mstep: Class 3 contains 168256 members 
Mstep: Class 4 contains 118089 members 
Mstep: Class 5 contains 26089 members 
Mstep: Class 6 contains 10093 members 
Mstep: Class 7 contains 3824 members 
Mstep: Class 8 contains 186888 members 
Mstep: Class 9 contains 71040 members 
Mstep: Class 10 contains 139797 members 
Mstep: Class 11 contains 4230 members 
Mstep: Class 12 contains 174777 members 
Mstep: Class 13 contains 158309 members 
Mstep: Class 14 contains 2760 members 
Mstep: Class 15 contains 2505 members 
Mstep: Class 17 contains 2383 members 
Mstep: Class 18 contains 3211 members 
Mstep: Class 19 contains 2444 members 
Mstep: Class 20 contains 40266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127934928.000000 Penalty: 43433.996094
Iteration 72Q: 20 clusters Score -1.279349e+08 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 164680 members 
Mstep: Class 2 contains 6975 members 
Mstep: Class 3 contains 168328 members 
Mstep: Class 4 contains 118132 members 
Mstep: Class 5 contains 26080 members 
Mstep: Class 6 contains 10161 members 
Mstep: Class 7 contains 3689 members 
Mstep: Class 8 contains 186052 members 
Mstep: Class 9 contains 72921 members 
Mstep: Class 10 contains 140019 members 
Mstep: Class 11 contains 4298 members 
Mstep: Class 12 contains 173844 members 
Mstep: Class 13 contains 158263 members 
Mstep: Class 14 contains 2763 members 
Mstep: Class 15 contains 2532 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 3212 members 
Mstep: Class 19 contains 2330 members 
Mstep: Class 20 contains 40203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127936208.000000 Penalty: 43433.996094
Iteration 73Q: 20 clusters Score -1.279362e+08 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 164547 members 
Mstep: Class 2 contains 6963 members 
Mstep: Class 3 contains 168331 members 
Mstep: Class 4 contains 118179 members 
Mstep: Class 5 contains 26067 members 
Mstep: Class 6 contains 10209 members 
Mstep: Class 7 contains 3557 members 
Mstep: Class 8 contains 185391 members 
Mstep: Class 9 contains 74641 members 
Mstep: Class 10 contains 140257 members 
Mstep: Class 11 contains 4373 members 
Mstep: Class 12 contains 172878 members 
Mstep: Class 13 contains 158230 members 
Mstep: Class 14 contains 2767 members 
Mstep: Class 15 contains 2549 members 
Mstep: Class 17 contains 2270 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 2228 members 
Mstep: Class 20 contains 40165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127937056.000000 Penalty: 43433.996094
Iteration 74Q: 20 clusters Score -1.279371e+08 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 164497 members 
Mstep: Class 2 contains 6954 members 
Mstep: Class 3 contains 168316 members 
Mstep: Class 4 contains 118232 members 
Mstep: Class 5 contains 26064 members 
Mstep: Class 6 contains 10235 members 
Mstep: Class 7 contains 3419 members 
Mstep: Class 8 contains 184896 members 
Mstep: Class 9 contains 76155 members 
Mstep: Class 10 contains 140488 members 
Mstep: Class 11 contains 4431 members 
Mstep: Class 12 contains 171863 members 
Mstep: Class 13 contains 158194 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 2575 members 
Mstep: Class 17 contains 2221 members 
Mstep: Class 18 contains 3204 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 40145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127938240.000000 Penalty: 43433.996094
Iteration 75Q: 20 clusters Score -1.279382e+08 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 164490 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 168337 members 
Mstep: Class 4 contains 118268 members 
Mstep: Class 5 contains 26042 members 
Mstep: Class 6 contains 10230 members 
Mstep: Class 7 contains 3316 members 
Mstep: Class 8 contains 184576 members 
Mstep: Class 9 contains 77481 members 
Mstep: Class 10 contains 140700 members 
Mstep: Class 11 contains 4485 members 
Mstep: Class 12 contains 170795 members 
Mstep: Class 13 contains 158154 members 
Mstep: Class 14 contains 2775 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 2093 members 
Mstep: Class 20 contains 40150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127939032.000000 Penalty: 43433.996094
Iteration 76Q: 20 clusters Score -1.27939e+08 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 164510 members 
Mstep: Class 2 contains 6934 members 
Mstep: Class 3 contains 168358 members 
Mstep: Class 4 contains 118289 members 
Mstep: Class 5 contains 26016 members 
Mstep: Class 6 contains 10223 members 
Mstep: Class 7 contains 3232 members 
Mstep: Class 8 contains 184404 members 
Mstep: Class 9 contains 78698 members 
Mstep: Class 10 contains 140923 members 
Mstep: Class 11 contains 4551 members 
Mstep: Class 12 contains 169610 members 
Mstep: Class 13 contains 158116 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 3199 members 
Mstep: Class 19 contains 2030 members 
Mstep: Class 20 contains 40168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127939872.000000 Penalty: 43433.996094
Iteration 77Q: 20 clusters Score -1.279399e+08 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 164583 members 
Mstep: Class 2 contains 6926 members 
Mstep: Class 3 contains 168379 members 
Mstep: Class 4 contains 118320 members 
Mstep: Class 5 contains 25973 members 
Mstep: Class 6 contains 10195 members 
Mstep: Class 7 contains 3157 members 
Mstep: Class 8 contains 184270 members 
Mstep: Class 9 contains 79774 members 
Mstep: Class 10 contains 141147 members 
Mstep: Class 11 contains 4605 members 
Mstep: Class 12 contains 168455 members 
Mstep: Class 13 contains 158117 members 
Mstep: Class 14 contains 2788 members 
Mstep: Class 15 contains 2679 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 1990 members 
Mstep: Class 20 contains 40180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127940176.000000 Penalty: 43433.996094
Iteration 78Q: 20 clusters Score -1.279402e+08 nChanged 3529
Entering ConstructFrom: 
Score: -127940176.000000 Penalty: 43433.996094
Entering ConstructFrom: 
Trying to split cluster 1 (164658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164658 members 
Entering Unmasked Estep 
Score: -16555802.000000 Penalty: 1951.889282
	Iteration 0F: 2 clusters Score -1.65558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82349 members 
Mstep: Class 2 contains 82309 members 
Entering Unmasked Estep 
Score: -16448578.000000 Penalty: 3903.778564
	Iteration 0F: 3 clusters Score -1.644858e+07 nChanged 79557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83988 members 
Mstep: Class 2 contains 80670 members 
Entering Unmasked Estep 
Score: -16494914.000000 Penalty: 3903.778564
	Iteration 1F: 3 clusters Score -1.649491e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85314 members 
Mstep: Class 2 contains 79344 members 
Entering Unmasked Estep 
Score: -16495855.000000 Penalty: 3903.778564
	Iteration 2Q: 3 clusters Score -1.649586e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87527 members 
Mstep: Class 2 contains 77131 members 
Entering Unmasked Estep 
Score: -16497038.000000 Penalty: 3903.778564
	Iteration 3Q: 3 clusters Score -1.649704e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90998 members 
Mstep: Class 2 contains 73660 members 
Entering Unmasked Estep 
Score: -16498866.000000 Penalty: 3903.778564
	Iteration 4Q: 3 clusters Score -1.649887e+07 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96154 members 
Mstep: Class 2 contains 68504 members 
Entering Unmasked Estep 
Score: -16501713.000000 Penalty: 3903.778564
	Iteration 5Q: 3 clusters Score -1.650171e+07 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103246 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
Score: -16506307.000000 Penalty: 3903.778564
	Iteration 6F: 3 clusters Score -1.650631e+07 nChanged 11421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112451 members 
Mstep: Class 2 contains 52207 members 
Entering Unmasked Estep 
Score: -16513738.000000 Penalty: 3903.778564
	Iteration 7F: 3 clusters Score -1.651374e+07 nChanged 12641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122826 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -16523041.000000 Penalty: 3903.778564
	Iteration 8F: 3 clusters Score -1.652304e+07 nChanged 12240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133102 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -16532941.000000 Penalty: 3903.778564
	Iteration 9F: 3 clusters Score -1.653294e+07 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141217 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -16541233.000000 Penalty: 3903.778564
	Iteration 10F: 3 clusters Score -1.654123e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146326 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -16548336.000000 Penalty: 3903.778564
	Iteration 11Q: 3 clusters Score -1.654834e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148787 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -16553882.000000 Penalty: 3903.778564
	Iteration 12Q: 3 clusters Score -1.655388e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149652 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -16556012.000000 Penalty: 3903.778564
	Iteration 13Q: 3 clusters Score -1.655601e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150402 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -16556586.000000 Penalty: 3903.778564
	Iteration 14Q: 3 clusters Score -1.655659e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151075 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -16556819.000000 Penalty: 3903.778564
	Iteration 15Q: 3 clusters Score -1.655682e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151665 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -16557032.000000 Penalty: 3903.778564
	Iteration 16Q: 3 clusters Score -1.655703e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152235 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -16557054.000000 Penalty: 3903.778564
	Iteration 17Q: 3 clusters Score -1.655705e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152768 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -16556994.000000 Penalty: 3903.778564
	Iteration 18Q: 3 clusters Score -1.655699e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153266 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -16557012.000000 Penalty: 3903.778564
	Iteration 19Q: 3 clusters Score -1.655701e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153724 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -16557004.000000 Penalty: 3903.778564
	Iteration 20F: 3 clusters Score -1.6557e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154170 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -16557014.000000 Penalty: 3903.778564
	Iteration 21Q: 3 clusters Score -1.655701e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154578 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -16556879.000000 Penalty: 3903.778564
	Iteration 22Q: 3 clusters Score -1.655688e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154957 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -16556839.000000 Penalty: 3903.778564
	Iteration 23Q: 3 clusters Score -1.655684e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155326 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -16556771.000000 Penalty: 3903.778564
	Iteration 24Q: 3 clusters Score -1.655677e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155663 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -16556695.000000 Penalty: 3903.778564
	Iteration 25Q: 3 clusters Score -1.65567e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156003 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -16556670.000000 Penalty: 3903.778564
	Iteration 26Q: 3 clusters Score -1.655667e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156316 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -16556666.000000 Penalty: 3903.778564
	Iteration 27Q: 3 clusters Score -1.655667e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156618 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -16556612.000000 Penalty: 3903.778564
	Iteration 28Q: 3 clusters Score -1.655661e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156885 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -16556525.000000 Penalty: 3903.778564
	Iteration 29Q: 3 clusters Score -1.655652e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157158 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -16556441.000000 Penalty: 3903.778564
	Iteration 30Q: 3 clusters Score -1.655644e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157430 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -16556347.000000 Penalty: 3903.778564
	Iteration 31Q: 3 clusters Score -1.655635e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157696 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -16556348.000000 Penalty: 3903.778564
	Iteration 32Q: 3 clusters Score -1.655635e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157944 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -16556280.000000 Penalty: 3903.778564
	Iteration 33Q: 3 clusters Score -1.655628e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158204 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -16556246.000000 Penalty: 3903.778564
	Iteration 34Q: 3 clusters Score -1.655625e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158476 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -16556199.000000 Penalty: 3903.778564
	Iteration 35Q: 3 clusters Score -1.65562e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158754 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -16556144.000000 Penalty: 3903.778564
	Iteration 36Q: 3 clusters Score -1.655614e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158985 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -16556087.000000 Penalty: 3903.778564
	Iteration 37Q: 3 clusters Score -1.655609e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159208 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -16556063.000000 Penalty: 3903.778564
	Iteration 38Q: 3 clusters Score -1.655606e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159408 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -16556073.000000 Penalty: 3903.778564
	Iteration 39Q: 3 clusters Score -1.655607e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159588 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -16556028.000000 Penalty: 3903.778564
	Iteration 40F: 3 clusters Score -1.655603e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159744 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -16555999.000000 Penalty: 3903.778564
	Iteration 41Q: 3 clusters Score -1.6556e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159899 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -16555972.000000 Penalty: 3903.778564
	Iteration 42Q: 3 clusters Score -1.655597e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160048 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -16555960.000000 Penalty: 3903.778564
	Iteration 43Q: 3 clusters Score -1.655596e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160191 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -16555910.000000 Penalty: 3903.778564
	Iteration 44Q: 3 clusters Score -1.655591e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160343 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -16555893.000000 Penalty: 3903.778564
	Iteration 45Q: 3 clusters Score -1.655589e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160480 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -16555866.000000 Penalty: 3903.778564
	Iteration 46Q: 3 clusters Score -1.655587e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160623 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -16555810.000000 Penalty: 3903.778564
	Iteration 47Q: 3 clusters Score -1.655581e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160751 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -16555744.000000 Penalty: 3903.778564
	Iteration 48Q: 3 clusters Score -1.655574e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160881 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -16555700.000000 Penalty: 3903.778564
	Iteration 49Q: 3 clusters Score -1.65557e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160992 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -16555671.000000 Penalty: 3903.778564
	Iteration 50Q: 3 clusters Score -1.655567e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161111 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -16555672.000000 Penalty: 3903.778564
	Iteration 51Q: 3 clusters Score -1.655567e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161223 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -16555651.000000 Penalty: 3903.778564
	Iteration 52Q: 3 clusters Score -1.655565e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161318 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -16555625.000000 Penalty: 3903.778564
	Iteration 53Q: 3 clusters Score -1.655562e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161415 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -16555574.000000 Penalty: 3903.778564
	Iteration 54Q: 3 clusters Score -1.655557e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161522 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -16555540.000000 Penalty: 3903.778564
	Iteration 55Q: 3 clusters Score -1.655554e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161610 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -16555476.000000 Penalty: 3903.778564
	Iteration 56Q: 3 clusters Score -1.655548e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161683 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -16555431.000000 Penalty: 3903.778564
	Iteration 57Q: 3 clusters Score -1.655543e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161762 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -16555397.000000 Penalty: 3903.778564
	Iteration 58Q: 3 clusters Score -1.65554e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161833 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -16555403.000000 Penalty: 3903.778564
	Iteration 59Q: 3 clusters Score -1.65554e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161889 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -16555389.000000 Penalty: 3903.778564
	Iteration 60F: 3 clusters Score -1.655539e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161948 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -16555352.000000 Penalty: 3903.778564
	Iteration 61Q: 3 clusters Score -1.655535e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162011 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -16555307.000000 Penalty: 3903.778564
	Iteration 62Q: 3 clusters Score -1.655531e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162066 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -16555287.000000 Penalty: 3903.778564
	Iteration 63Q: 3 clusters Score -1.655529e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162110 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -16555308.000000 Penalty: 3903.778564
	Iteration 64Q: 3 clusters Score -1.655531e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162159 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -16555251.000000 Penalty: 3903.778564
	Iteration 65Q: 3 clusters Score -1.655525e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162213 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -16555246.000000 Penalty: 3903.778564
	Iteration 66Q: 3 clusters Score -1.655525e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162264 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -16555218.000000 Penalty: 3903.778564
	Iteration 67Q: 3 clusters Score -1.655522e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162308 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -16555209.000000 Penalty: 3903.778564
	Iteration 68Q: 3 clusters Score -1.655521e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162335 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -16555188.000000 Penalty: 3903.778564
	Iteration 69Q: 3 clusters Score -1.655519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162360 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -16555184.000000 Penalty: 3903.778564
	Iteration 70Q: 3 clusters Score -1.655518e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162384 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -16555159.000000 Penalty: 3903.778564
	Iteration 71Q: 3 clusters Score -1.655516e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162415 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -16555148.000000 Penalty: 3903.778564
	Iteration 72Q: 3 clusters Score -1.655515e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162456 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -16555149.000000 Penalty: 3903.778564
	Iteration 73Q: 3 clusters Score -1.655515e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162485 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -16555150.000000 Penalty: 3903.778564
	Iteration 74Q: 3 clusters Score -1.655515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162506 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -16555117.000000 Penalty: 3903.778564
	Iteration 75Q: 3 clusters Score -1.655512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162526 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -16555119.000000 Penalty: 3903.778564
	Iteration 76Q: 3 clusters Score -1.655512e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162547 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -16555098.000000 Penalty: 3903.778564
	Iteration 77Q: 3 clusters Score -1.65551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162564 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -16555115.000000 Penalty: 3903.778564
	Iteration 78Q: 3 clusters Score -1.655512e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162580 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -16555096.000000 Penalty: 3903.778564
	Iteration 79Q: 3 clusters Score -1.65551e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162602 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -16555083.000000 Penalty: 3903.778564
	Iteration 80F: 3 clusters Score -1.655508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162619 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -16555084.000000 Penalty: 3903.778564
	Iteration 81Q: 3 clusters Score -1.655508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162632 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -16555078.000000 Penalty: 3903.778564
	Iteration 82Q: 3 clusters Score -1.655508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162642 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -16555071.000000 Penalty: 3903.778564
	Iteration 83Q: 3 clusters Score -1.655507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162654 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -16555043.000000 Penalty: 3903.778564
	Iteration 84Q: 3 clusters Score -1.655504e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162669 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -16555023.000000 Penalty: 3903.778564
	Iteration 85Q: 3 clusters Score -1.655502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162677 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -16555028.000000 Penalty: 3903.778564
	Iteration 86Q: 3 clusters Score -1.655503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162683 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -16555023.000000 Penalty: 3903.778564
	Iteration 87Q: 3 clusters Score -1.655502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162689 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -16555023.000000 Penalty: 3903.778564
	Iteration 88Q: 3 clusters Score -1.655502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162701 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -16555024.000000 Penalty: 3903.778564
	Iteration 89Q: 3 clusters Score -1.655502e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162716 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -16555024.000000 Penalty: 3903.778564
	Iteration 90Q: 3 clusters Score -1.655502e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162728 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -16555030.000000 Penalty: 3903.778564
	Iteration 91Q: 3 clusters Score -1.655503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162738 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -16555028.000000 Penalty: 3903.778564
	Iteration 92Q: 3 clusters Score -1.655503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162747 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -16555040.000000 Penalty: 3903.778564
	Iteration 93Q: 3 clusters Score -1.655504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162755 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -16555021.000000 Penalty: 3903.778564
	Iteration 94Q: 3 clusters Score -1.655502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162762 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -16555019.000000 Penalty: 3903.778564
	Iteration 95Q: 3 clusters Score -1.655502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162766 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -16555003.000000 Penalty: 3903.778564
	Iteration 96Q: 3 clusters Score -1.6555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162769 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -16554999.000000 Penalty: 3903.778564
	Iteration 97Q: 3 clusters Score -1.6555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162773 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -16554995.000000 Penalty: 3903.778564
	Iteration 98Q: 3 clusters Score -1.6555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162779 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -16555000.000000 Penalty: 3903.778564
	Iteration 99Q: 3 clusters Score -1.6555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162791 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -16554982.000000 Penalty: 3903.778564
	Iteration 100F: 3 clusters Score -1.655498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162798 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -16554986.000000 Penalty: 3903.778564
	Iteration 101Q: 3 clusters Score -1.655499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162807 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -16554986.000000 Penalty: 3903.778564
	Iteration 102Q: 3 clusters Score -1.655499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162818 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -16554982.000000 Penalty: 3903.778564
	Iteration 103Q: 3 clusters Score -1.655498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162828 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -16554990.000000 Penalty: 3903.778564
	Iteration 104Q: 3 clusters Score -1.655499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162837 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -16554984.000000 Penalty: 3903.778564
	Iteration 105Q: 3 clusters Score -1.655498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162844 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -16554985.000000 Penalty: 3903.778564
	Iteration 106Q: 3 clusters Score -1.655498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162850 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -16554984.000000 Penalty: 3903.778564
	Iteration 107Q: 3 clusters Score -1.655498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162856 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -16554978.000000 Penalty: 3903.778564
	Iteration 108Q: 3 clusters Score -1.655498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162863 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -16554980.000000 Penalty: 3903.778564
	Iteration 109Q: 3 clusters Score -1.655498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162867 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -16554982.000000 Penalty: 3903.778564
	Iteration 110Q: 3 clusters Score -1.655498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162871 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -16554987.000000 Penalty: 3903.778564
	Iteration 111Q: 3 clusters Score -1.655499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162872 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -16554991.000000 Penalty: 3903.778564
	Iteration 112Q: 3 clusters Score -1.655499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162872 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -16554991.000000 Penalty: 3903.778564
	Iteration 113F: 3 clusters Score -1.655499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -704770.562500 Penalty: 1436.852783
	Iteration 0F: 2 clusters Score -704770.6 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 3502 members 
Entering Unmasked Estep 
Score: -699599.500000 Penalty: 2873.705566
	Iteration 0F: 3 clusters Score -699599.5 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -701139.875000 Penalty: 2873.705566
	Iteration 1F: 3 clusters Score -701139.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -701340.062500 Penalty: 2873.705566
	Iteration 2F: 3 clusters Score -701340.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -701469.375000 Penalty: 2873.705566
	Iteration 3Q: 3 clusters Score -701469.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -701558.875000 Penalty: 2873.705566
	Iteration 4Q: 3 clusters Score -701558.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -701659.562500 Penalty: 2873.705566
	Iteration 5Q: 3 clusters Score -701659.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -701760.750000 Penalty: 2873.705566
	Iteration 6Q: 3 clusters Score -701760.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -701859.562500 Penalty: 2873.705566
	Iteration 7Q: 3 clusters Score -701859.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -701976.625000 Penalty: 2873.705566
	Iteration 8Q: 3 clusters Score -701976.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -702078.187500 Penalty: 2873.705566
	Iteration 9Q: 3 clusters Score -702078.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -702187.937500 Penalty: 2873.705566
	Iteration 10Q: 3 clusters Score -702187.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -702282.562500 Penalty: 2873.705566
	Iteration 11Q: 3 clusters Score -702282.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -702381.562500 Penalty: 2873.705566
	Iteration 12Q: 3 clusters Score -702381.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -702495.937500 Penalty: 2873.705566
	Iteration 13Q: 3 clusters Score -702495.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -702602.125000 Penalty: 2873.705566
	Iteration 14Q: 3 clusters Score -702602.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -702697.062500 Penalty: 2873.705566
	Iteration 15Q: 3 clusters Score -702697.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -702783.062500 Penalty: 2873.705566
	Iteration 16Q: 3 clusters Score -702783.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -702861.125000 Penalty: 2873.705566
	Iteration 17Q: 3 clusters Score -702861.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -702911.562500 Penalty: 2873.705566
	Iteration 18Q: 3 clusters Score -702911.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -702953.812500 Penalty: 2873.705566
	Iteration 19Q: 3 clusters Score -702953.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -702991.500000 Penalty: 2873.705566
	Iteration 20F: 3 clusters Score -702991.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -703027.875000 Penalty: 2873.705566
	Iteration 21Q: 3 clusters Score -703027.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -703057.500000 Penalty: 2873.705566
	Iteration 22Q: 3 clusters Score -703057.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -703084.375000 Penalty: 2873.705566
	Iteration 23Q: 3 clusters Score -703084.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -703112.937500 Penalty: 2873.705566
	Iteration 24Q: 3 clusters Score -703112.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -703139.562500 Penalty: 2873.705566
	Iteration 25Q: 3 clusters Score -703139.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -703163.250000 Penalty: 2873.705566
	Iteration 26Q: 3 clusters Score -703163.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -703181.187500 Penalty: 2873.705566
	Iteration 27Q: 3 clusters Score -703181.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -703201.875000 Penalty: 2873.705566
	Iteration 28Q: 3 clusters Score -703201.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -703222.375000 Penalty: 2873.705566
	Iteration 29Q: 3 clusters Score -703222.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -703243.062500 Penalty: 2873.705566
	Iteration 30Q: 3 clusters Score -703243.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -703268.125000 Penalty: 2873.705566
	Iteration 31Q: 3 clusters Score -703268.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -703294.125000 Penalty: 2873.705566
	Iteration 32Q: 3 clusters Score -703294.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -703316.500000 Penalty: 2873.705566
	Iteration 33Q: 3 clusters Score -703316.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -703340.250000 Penalty: 2873.705566
	Iteration 34Q: 3 clusters Score -703340.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -703362.187500 Penalty: 2873.705566
	Iteration 35Q: 3 clusters Score -703362.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -703384.875000 Penalty: 2873.705566
	Iteration 36Q: 3 clusters Score -703384.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -703406.812500 Penalty: 2873.705566
	Iteration 37Q: 3 clusters Score -703406.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -703432.687500 Penalty: 2873.705566
	Iteration 38Q: 3 clusters Score -703432.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -703453.750000 Penalty: 2873.705566
	Iteration 39Q: 3 clusters Score -703453.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -703472.812500 Penalty: 2873.705566
	Iteration 40F: 3 clusters Score -703472.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -703485.375000 Penalty: 2873.705566
	Iteration 41Q: 3 clusters Score -703485.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -703496.625000 Penalty: 2873.705566
	Iteration 42Q: 3 clusters Score -703496.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -703506.000000 Penalty: 2873.705566
	Iteration 43Q: 3 clusters Score -703506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -703519.250000 Penalty: 2873.705566
	Iteration 44Q: 3 clusters Score -703519.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -703530.250000 Penalty: 2873.705566
	Iteration 45Q: 3 clusters Score -703530.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -703536.625000 Penalty: 2873.705566
	Iteration 46Q: 3 clusters Score -703536.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -703539.937500 Penalty: 2873.705566
	Iteration 47Q: 3 clusters Score -703539.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -703540.687500 Penalty: 2873.705566
	Iteration 48Q: 3 clusters Score -703540.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -703541.937500 Penalty: 2873.705566
	Iteration 49Q: 3 clusters Score -703541.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -703541.250000 Penalty: 2873.705566
	Iteration 50Q: 3 clusters Score -703541.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -703542.437500 Penalty: 2873.705566
	Iteration 51Q: 3 clusters Score -703542.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -703544.500000 Penalty: 2873.705566
	Iteration 52Q: 3 clusters Score -703544.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -703544.312500 Penalty: 2873.705566
	Iteration 53Q: 3 clusters Score -703544.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -703545.750000 Penalty: 2873.705566
	Iteration 54Q: 3 clusters Score -703545.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -703546.937500 Penalty: 2873.705566
	Iteration 55Q: 3 clusters Score -703546.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -703548.062500 Penalty: 2873.705566
	Iteration 56Q: 3 clusters Score -703548.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -703549.750000 Penalty: 2873.705566
	Iteration 57Q: 3 clusters Score -703549.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -703553.687500 Penalty: 2873.705566
	Iteration 58Q: 3 clusters Score -703553.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -703555.812500 Penalty: 2873.705566
	Iteration 59Q: 3 clusters Score -703555.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -703555.437500 Penalty: 2873.705566
	Iteration 60F: 3 clusters Score -703555.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -703556.500000 Penalty: 2873.705566
	Iteration 61Q: 3 clusters Score -703556.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -703556.500000 Penalty: 2873.705566
	Iteration 62F: 3 clusters Score -703556.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (168451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168451 members 
Entering Unmasked Estep 
Score: -17300990.000000 Penalty: 1955.589966
	Iteration 0F: 2 clusters Score -1.730099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84569 members 
Mstep: Class 2 contains 83882 members 
Entering Unmasked Estep 
Score: -17195428.000000 Penalty: 3911.179932
	Iteration 0F: 3 clusters Score -1.719543e+07 nChanged 81361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89710 members 
Mstep: Class 2 contains 78741 members 
Entering Unmasked Estep 
Score: -17244478.000000 Penalty: 3911.179932
	Iteration 1F: 3 clusters Score -1.724448e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92829 members 
Mstep: Class 2 contains 75622 members 
Entering Unmasked Estep 
Score: -17246418.000000 Penalty: 3911.179932
	Iteration 2Q: 3 clusters Score -1.724642e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97355 members 
Mstep: Class 2 contains 71096 members 
Entering Unmasked Estep 
Score: -17249402.000000 Penalty: 3911.179932
	Iteration 3Q: 3 clusters Score -1.72494e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103464 members 
Mstep: Class 2 contains 64987 members 
Entering Unmasked Estep 
Score: -17254072.000000 Penalty: 3911.179932
	Iteration 4F: 3 clusters Score -1.725407e+07 nChanged 10461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110883 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -17261290.000000 Penalty: 3911.179932
	Iteration 5F: 3 clusters Score -1.726129e+07 nChanged 11060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118053 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -17270110.000000 Penalty: 3911.179932
	Iteration 6F: 3 clusters Score -1.727011e+07 nChanged 10189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122942 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -17277722.000000 Penalty: 3911.179932
	Iteration 7F: 3 clusters Score -1.727772e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125383 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -17281682.000000 Penalty: 3911.179932
	Iteration 8Q: 3 clusters Score -1.728168e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126947 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -17283208.000000 Penalty: 3911.179932
	Iteration 9Q: 3 clusters Score -1.728321e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128303 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -17283984.000000 Penalty: 3911.179932
	Iteration 10Q: 3 clusters Score -1.728398e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129629 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -17284542.000000 Penalty: 3911.179932
	Iteration 11Q: 3 clusters Score -1.728454e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130886 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -17285044.000000 Penalty: 3911.179932
	Iteration 12Q: 3 clusters Score -1.728504e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132166 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -17285678.000000 Penalty: 3911.179932
	Iteration 13Q: 3 clusters Score -1.728568e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133399 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -17286178.000000 Penalty: 3911.179932
	Iteration 14Q: 3 clusters Score -1.728618e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134562 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -17286692.000000 Penalty: 3911.179932
	Iteration 15Q: 3 clusters Score -1.728669e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135649 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -17287124.000000 Penalty: 3911.179932
	Iteration 16Q: 3 clusters Score -1.728712e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136679 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -17287608.000000 Penalty: 3911.179932
	Iteration 17Q: 3 clusters Score -1.728761e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137657 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -17288026.000000 Penalty: 3911.179932
	Iteration 18Q: 3 clusters Score -1.728803e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138606 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -17288420.000000 Penalty: 3911.179932
	Iteration 19Q: 3 clusters Score -1.728842e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139435 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -17288796.000000 Penalty: 3911.179932
	Iteration 20F: 3 clusters Score -1.72888e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140146 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -17289080.000000 Penalty: 3911.179932
	Iteration 21Q: 3 clusters Score -1.728908e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140884 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -17289458.000000 Penalty: 3911.179932
	Iteration 22Q: 3 clusters Score -1.728946e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141582 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -17289760.000000 Penalty: 3911.179932
	Iteration 23Q: 3 clusters Score -1.728976e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142274 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -17290132.000000 Penalty: 3911.179932
	Iteration 24Q: 3 clusters Score -1.729013e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142926 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -17290372.000000 Penalty: 3911.179932
	Iteration 25Q: 3 clusters Score -1.729037e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143487 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -17290622.000000 Penalty: 3911.179932
	Iteration 26Q: 3 clusters Score -1.729062e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144006 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -17290866.000000 Penalty: 3911.179932
	Iteration 27Q: 3 clusters Score -1.729087e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144478 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -17290998.000000 Penalty: 3911.179932
	Iteration 28Q: 3 clusters Score -1.7291e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144942 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -17291080.000000 Penalty: 3911.179932
	Iteration 29Q: 3 clusters Score -1.729108e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145381 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -17291230.000000 Penalty: 3911.179932
	Iteration 30Q: 3 clusters Score -1.729123e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145810 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -17291432.000000 Penalty: 3911.179932
	Iteration 31Q: 3 clusters Score -1.729143e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146246 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -17291620.000000 Penalty: 3911.179932
	Iteration 32Q: 3 clusters Score -1.729162e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146684 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -17291730.000000 Penalty: 3911.179932
	Iteration 33Q: 3 clusters Score -1.729173e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147113 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -17291902.000000 Penalty: 3911.179932
	Iteration 34Q: 3 clusters Score -1.72919e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147550 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -17292050.000000 Penalty: 3911.179932
	Iteration 35Q: 3 clusters Score -1.729205e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148010 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -17292270.000000 Penalty: 3911.179932
	Iteration 36Q: 3 clusters Score -1.729227e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148463 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -17292448.000000 Penalty: 3911.179932
	Iteration 37Q: 3 clusters Score -1.729245e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148933 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -17292624.000000 Penalty: 3911.179932
	Iteration 38Q: 3 clusters Score -1.729262e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149406 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -17292778.000000 Penalty: 3911.179932
	Iteration 39Q: 3 clusters Score -1.729278e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149895 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -17292922.000000 Penalty: 3911.179932
	Iteration 40F: 3 clusters Score -1.729292e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150413 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -17293078.000000 Penalty: 3911.179932
	Iteration 41Q: 3 clusters Score -1.729308e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150950 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -17293250.000000 Penalty: 3911.179932
	Iteration 42Q: 3 clusters Score -1.729325e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151485 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -17293470.000000 Penalty: 3911.179932
	Iteration 43Q: 3 clusters Score -1.729347e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152011 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -17293678.000000 Penalty: 3911.179932
	Iteration 44Q: 3 clusters Score -1.729368e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152507 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -17293844.000000 Penalty: 3911.179932
	Iteration 45Q: 3 clusters Score -1.729384e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152983 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -17294000.000000 Penalty: 3911.179932
	Iteration 46Q: 3 clusters Score -1.7294e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153443 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -17294138.000000 Penalty: 3911.179932
	Iteration 47Q: 3 clusters Score -1.729414e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153895 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -17294276.000000 Penalty: 3911.179932
	Iteration 48Q: 3 clusters Score -1.729428e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154309 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -17294404.000000 Penalty: 3911.179932
	Iteration 49Q: 3 clusters Score -1.72944e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154728 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -17294550.000000 Penalty: 3911.179932
	Iteration 50Q: 3 clusters Score -1.729455e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155128 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -17294748.000000 Penalty: 3911.179932
	Iteration 51Q: 3 clusters Score -1.729475e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155535 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -17294950.000000 Penalty: 3911.179932
	Iteration 52Q: 3 clusters Score -1.729495e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155943 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -17295122.000000 Penalty: 3911.179932
	Iteration 53Q: 3 clusters Score -1.729512e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156381 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -17295296.000000 Penalty: 3911.179932
	Iteration 54Q: 3 clusters Score -1.72953e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156800 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -17295504.000000 Penalty: 3911.179932
	Iteration 55Q: 3 clusters Score -1.72955e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157190 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -17295624.000000 Penalty: 3911.179932
	Iteration 56Q: 3 clusters Score -1.729562e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157550 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -17295766.000000 Penalty: 3911.179932
	Iteration 57Q: 3 clusters Score -1.729577e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157920 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -17295910.000000 Penalty: 3911.179932
	Iteration 58Q: 3 clusters Score -1.729591e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158281 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -17296096.000000 Penalty: 3911.179932
	Iteration 59Q: 3 clusters Score -1.72961e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158632 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -17296226.000000 Penalty: 3911.179932
	Iteration 60F: 3 clusters Score -1.729623e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158985 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -17296386.000000 Penalty: 3911.179932
	Iteration 61Q: 3 clusters Score -1.729639e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159285 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -17296462.000000 Penalty: 3911.179932
	Iteration 62Q: 3 clusters Score -1.729646e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159580 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -17296582.000000 Penalty: 3911.179932
	Iteration 63Q: 3 clusters Score -1.729658e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159875 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -17296674.000000 Penalty: 3911.179932
	Iteration 64Q: 3 clusters Score -1.729667e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160206 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -17296864.000000 Penalty: 3911.179932
	Iteration 65Q: 3 clusters Score -1.729686e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160499 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -17296956.000000 Penalty: 3911.179932
	Iteration 66Q: 3 clusters Score -1.729696e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160787 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -17297032.000000 Penalty: 3911.179932
	Iteration 67Q: 3 clusters Score -1.729703e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161057 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -17297152.000000 Penalty: 3911.179932
	Iteration 68Q: 3 clusters Score -1.729715e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161330 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -17297280.000000 Penalty: 3911.179932
	Iteration 69Q: 3 clusters Score -1.729728e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161604 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -17297410.000000 Penalty: 3911.179932
	Iteration 70Q: 3 clusters Score -1.729741e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161850 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -17297512.000000 Penalty: 3911.179932
	Iteration 71Q: 3 clusters Score -1.729751e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162087 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -17297574.000000 Penalty: 3911.179932
	Iteration 72Q: 3 clusters Score -1.729757e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162295 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -17297620.000000 Penalty: 3911.179932
	Iteration 73Q: 3 clusters Score -1.729762e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162492 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -17297638.000000 Penalty: 3911.179932
	Iteration 74Q: 3 clusters Score -1.729764e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162703 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -17297768.000000 Penalty: 3911.179932
	Iteration 75Q: 3 clusters Score -1.729777e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162886 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -17297790.000000 Penalty: 3911.179932
	Iteration 76Q: 3 clusters Score -1.729779e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163072 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -17297860.000000 Penalty: 3911.179932
	Iteration 77Q: 3 clusters Score -1.729786e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163267 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -17297930.000000 Penalty: 3911.179932
	Iteration 78Q: 3 clusters Score -1.729793e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163438 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -17297992.000000 Penalty: 3911.179932
	Iteration 79Q: 3 clusters Score -1.729799e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163581 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -17298056.000000 Penalty: 3911.179932
	Iteration 80F: 3 clusters Score -1.729806e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163705 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -17298104.000000 Penalty: 3911.179932
	Iteration 81Q: 3 clusters Score -1.72981e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163845 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -17298140.000000 Penalty: 3911.179932
	Iteration 82Q: 3 clusters Score -1.729814e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163975 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -17298202.000000 Penalty: 3911.179932
	Iteration 83Q: 3 clusters Score -1.72982e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164099 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -17298310.000000 Penalty: 3911.179932
	Iteration 84Q: 3 clusters Score -1.729831e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164235 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -17298332.000000 Penalty: 3911.179932
	Iteration 85Q: 3 clusters Score -1.729833e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164370 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -17298412.000000 Penalty: 3911.179932
	Iteration 86Q: 3 clusters Score -1.729841e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164493 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -17298452.000000 Penalty: 3911.179932
	Iteration 87Q: 3 clusters Score -1.729845e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164607 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -17298526.000000 Penalty: 3911.179932
	Iteration 88Q: 3 clusters Score -1.729853e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164699 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -17298550.000000 Penalty: 3911.179932
	Iteration 89Q: 3 clusters Score -1.729855e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164808 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -17298636.000000 Penalty: 3911.179932
	Iteration 90Q: 3 clusters Score -1.729864e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164910 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -17298684.000000 Penalty: 3911.179932
	Iteration 91Q: 3 clusters Score -1.729868e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164997 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -17298694.000000 Penalty: 3911.179932
	Iteration 92Q: 3 clusters Score -1.729869e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165076 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -17298724.000000 Penalty: 3911.179932
	Iteration 93Q: 3 clusters Score -1.729872e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165143 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -17298750.000000 Penalty: 3911.179932
	Iteration 94Q: 3 clusters Score -1.729875e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165199 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -17298778.000000 Penalty: 3911.179932
	Iteration 95Q: 3 clusters Score -1.729878e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165250 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -17298814.000000 Penalty: 3911.179932
	Iteration 96Q: 3 clusters Score -1.729881e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165293 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -17298842.000000 Penalty: 3911.179932
	Iteration 97Q: 3 clusters Score -1.729884e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165341 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -17298880.000000 Penalty: 3911.179932
	Iteration 98Q: 3 clusters Score -1.729888e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165387 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -17298894.000000 Penalty: 3911.179932
	Iteration 99Q: 3 clusters Score -1.729889e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165429 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -17298896.000000 Penalty: 3911.179932
	Iteration 100F: 3 clusters Score -1.72989e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165473 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -17298896.000000 Penalty: 3911.179932
	Iteration 101Q: 3 clusters Score -1.72989e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165514 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -17298924.000000 Penalty: 3911.179932
	Iteration 102Q: 3 clusters Score -1.729892e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165554 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -17298930.000000 Penalty: 3911.179932
	Iteration 103Q: 3 clusters Score -1.729893e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165595 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -17298920.000000 Penalty: 3911.179932
	Iteration 104Q: 3 clusters Score -1.729892e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165633 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -17298934.000000 Penalty: 3911.179932
	Iteration 105Q: 3 clusters Score -1.729893e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165677 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -17298962.000000 Penalty: 3911.179932
	Iteration 106Q: 3 clusters Score -1.729896e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165719 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -17298972.000000 Penalty: 3911.179932
	Iteration 107Q: 3 clusters Score -1.729897e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165762 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -17299006.000000 Penalty: 3911.179932
	Iteration 108Q: 3 clusters Score -1.729901e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165808 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -17299016.000000 Penalty: 3911.179932
	Iteration 109Q: 3 clusters Score -1.729902e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165835 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -17299042.000000 Penalty: 3911.179932
	Iteration 110Q: 3 clusters Score -1.729904e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165876 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -17299046.000000 Penalty: 3911.179932
	Iteration 111Q: 3 clusters Score -1.729905e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165917 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -17299060.000000 Penalty: 3911.179932
	Iteration 112Q: 3 clusters Score -1.729906e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165960 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -17299088.000000 Penalty: 3911.179932
	Iteration 113Q: 3 clusters Score -1.729909e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166002 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -17299078.000000 Penalty: 3911.179932
	Iteration 114Q: 3 clusters Score -1.729908e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166031 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -17299094.000000 Penalty: 3911.179932
	Iteration 115Q: 3 clusters Score -1.729909e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166076 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -17299082.000000 Penalty: 3911.179932
	Iteration 116Q: 3 clusters Score -1.729908e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166106 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -17299106.000000 Penalty: 3911.179932
	Iteration 117Q: 3 clusters Score -1.729911e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166137 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -17299122.000000 Penalty: 3911.179932
	Iteration 118Q: 3 clusters Score -1.729912e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166172 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -17299112.000000 Penalty: 3911.179932
	Iteration 119Q: 3 clusters Score -1.729911e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166200 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -17299126.000000 Penalty: 3911.179932
	Iteration 120F: 3 clusters Score -1.729913e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166234 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -17299134.000000 Penalty: 3911.179932
	Iteration 121Q: 3 clusters Score -1.729913e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166254 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -17299148.000000 Penalty: 3911.179932
	Iteration 122Q: 3 clusters Score -1.729915e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166271 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -17299146.000000 Penalty: 3911.179932
	Iteration 123Q: 3 clusters Score -1.729915e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166292 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -17299156.000000 Penalty: 3911.179932
	Iteration 124Q: 3 clusters Score -1.729916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166309 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -17299152.000000 Penalty: 3911.179932
	Iteration 125Q: 3 clusters Score -1.729915e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166325 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -17299156.000000 Penalty: 3911.179932
	Iteration 126Q: 3 clusters Score -1.729916e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166339 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -17299148.000000 Penalty: 3911.179932
	Iteration 127Q: 3 clusters Score -1.729915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166353 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -17299174.000000 Penalty: 3911.179932
	Iteration 128Q: 3 clusters Score -1.729917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166359 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -17299174.000000 Penalty: 3911.179932
	Iteration 129Q: 3 clusters Score -1.729917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166369 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -17299186.000000 Penalty: 3911.179932
	Iteration 130Q: 3 clusters Score -1.729919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166376 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -17299186.000000 Penalty: 3911.179932
	Iteration 131Q: 3 clusters Score -1.729919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166386 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -17299184.000000 Penalty: 3911.179932
	Iteration 132Q: 3 clusters Score -1.729918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166391 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -17299178.000000 Penalty: 3911.179932
	Iteration 133Q: 3 clusters Score -1.729918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166397 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -17299202.000000 Penalty: 3911.179932
	Iteration 134Q: 3 clusters Score -1.72992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166401 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -17299204.000000 Penalty: 3911.179932
	Iteration 135Q: 3 clusters Score -1.72992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166406 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -17299208.000000 Penalty: 3911.179932
	Iteration 136Q: 3 clusters Score -1.729921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166410 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -17299200.000000 Penalty: 3911.179932
	Iteration 137Q: 3 clusters Score -1.72992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166416 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -17299208.000000 Penalty: 3911.179932
	Iteration 138Q: 3 clusters Score -1.729921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166422 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -17299202.000000 Penalty: 3911.179932
	Iteration 139Q: 3 clusters Score -1.72992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166424 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -17299208.000000 Penalty: 3911.179932
	Iteration 140F: 3 clusters Score -1.729921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166429 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -17299200.000000 Penalty: 3911.179932
	Iteration 141Q: 3 clusters Score -1.72992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166437 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -17299210.000000 Penalty: 3911.179932
	Iteration 142Q: 3 clusters Score -1.729921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166443 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -17299212.000000 Penalty: 3911.179932
	Iteration 143Q: 3 clusters Score -1.729921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166451 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -17299224.000000 Penalty: 3911.179932
	Iteration 144Q: 3 clusters Score -1.729922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166460 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -17299218.000000 Penalty: 3911.179932
	Iteration 145Q: 3 clusters Score -1.729922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166465 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -17299210.000000 Penalty: 3911.179932
	Iteration 146Q: 3 clusters Score -1.729921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166471 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -17299210.000000 Penalty: 3911.179932
	Iteration 147Q: 3 clusters Score -1.729921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166474 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -17299206.000000 Penalty: 3911.179932
	Iteration 148Q: 3 clusters Score -1.729921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166477 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -17299220.000000 Penalty: 3911.179932
	Iteration 149Q: 3 clusters Score -1.729922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166482 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -17299220.000000 Penalty: 3911.179932
	Iteration 150Q: 3 clusters Score -1.729922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166485 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -17299204.000000 Penalty: 3911.179932
	Iteration 151Q: 3 clusters Score -1.72992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166490 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -17299200.000000 Penalty: 3911.179932
	Iteration 152Q: 3 clusters Score -1.72992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166492 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -17299188.000000 Penalty: 3911.179932
	Iteration 153Q: 3 clusters Score -1.729919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166493 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -17299190.000000 Penalty: 3911.179932
	Iteration 154Q: 3 clusters Score -1.729919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166494 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -17299196.000000 Penalty: 3911.179932
	Iteration 155Q: 3 clusters Score -1.72992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166496 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -17299192.000000 Penalty: 3911.179932
	Iteration 156Q: 3 clusters Score -1.729919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166498 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -17299190.000000 Penalty: 3911.179932
	Iteration 157Q: 3 clusters Score -1.729919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166498 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -17299190.000000 Penalty: 3911.179932
	Iteration 158F: 3 clusters Score -1.729919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (118351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118351 members 
Entering Unmasked Estep 
Score: -12153185.000000 Penalty: 1898.229126
	Iteration 0F: 2 clusters Score -1.215318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 59180 members 
Entering Unmasked Estep 
Score: -12074235.000000 Penalty: 3796.458252
	Iteration 0F: 3 clusters Score -1.207424e+07 nChanged 56812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -12107837.000000 Penalty: 3796.458252
	Iteration 1F: 3 clusters Score -1.210784e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -12108826.000000 Penalty: 3796.458252
	Iteration 2Q: 3 clusters Score -1.210883e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 61636 members 
Entering Unmasked Estep 
Score: -12110365.000000 Penalty: 3796.458252
	Iteration 3Q: 3 clusters Score -1.211036e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54812 members 
Mstep: Class 2 contains 63539 members 
Entering Unmasked Estep 
Score: -12112930.000000 Penalty: 3796.458252
	Iteration 4Q: 3 clusters Score -1.211293e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 66470 members 
Entering Unmasked Estep 
Score: -12116874.000000 Penalty: 3796.458252
	Iteration 5F: 3 clusters Score -1.211687e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 70385 members 
Entering Unmasked Estep 
Score: -12122337.000000 Penalty: 3796.458252
	Iteration 6F: 3 clusters Score -1.212234e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 74843 members 
Entering Unmasked Estep 
Score: -12128865.000000 Penalty: 3796.458252
	Iteration 7F: 3 clusters Score -1.212886e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 78926 members 
Entering Unmasked Estep 
Score: -12135228.000000 Penalty: 3796.458252
	Iteration 8F: 3 clusters Score -1.213523e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 82151 members 
Entering Unmasked Estep 
Score: -12139927.000000 Penalty: 3796.458252
	Iteration 9F: 3 clusters Score -1.213993e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 84462 members 
Entering Unmasked Estep 
Score: -12142431.000000 Penalty: 3796.458252
	Iteration 10Q: 3 clusters Score -1.214243e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 86376 members 
Entering Unmasked Estep 
Score: -12143914.000000 Penalty: 3796.458252
	Iteration 11Q: 3 clusters Score -1.214391e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 88088 members 
Entering Unmasked Estep 
Score: -12145006.000000 Penalty: 3796.458252
	Iteration 12Q: 3 clusters Score -1.214501e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 89630 members 
Entering Unmasked Estep 
Score: -12145924.000000 Penalty: 3796.458252
	Iteration 13Q: 3 clusters Score -1.214592e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 91011 members 
Entering Unmasked Estep 
Score: -12146581.000000 Penalty: 3796.458252
	Iteration 14Q: 3 clusters Score -1.214658e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 92256 members 
Entering Unmasked Estep 
Score: -12147117.000000 Penalty: 3796.458252
	Iteration 15Q: 3 clusters Score -1.214712e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 93439 members 
Entering Unmasked Estep 
Score: -12147562.000000 Penalty: 3796.458252
	Iteration 16Q: 3 clusters Score -1.214756e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 94556 members 
Entering Unmasked Estep 
Score: -12147831.000000 Penalty: 3796.458252
	Iteration 17Q: 3 clusters Score -1.214783e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 95602 members 
Entering Unmasked Estep 
Score: -12148079.000000 Penalty: 3796.458252
	Iteration 18Q: 3 clusters Score -1.214808e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 96660 members 
Entering Unmasked Estep 
Score: -12148429.000000 Penalty: 3796.458252
	Iteration 19Q: 3 clusters Score -1.214843e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 97692 members 
Entering Unmasked Estep 
Score: -12148663.000000 Penalty: 3796.458252
	Iteration 20F: 3 clusters Score -1.214866e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 98661 members 
Entering Unmasked Estep 
Score: -12148935.000000 Penalty: 3796.458252
	Iteration 21Q: 3 clusters Score -1.214894e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 99593 members 
Entering Unmasked Estep 
Score: -12149103.000000 Penalty: 3796.458252
	Iteration 22Q: 3 clusters Score -1.21491e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 100487 members 
Entering Unmasked Estep 
Score: -12149307.000000 Penalty: 3796.458252
	Iteration 23Q: 3 clusters Score -1.214931e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 101370 members 
Entering Unmasked Estep 
Score: -12149490.000000 Penalty: 3796.458252
	Iteration 24Q: 3 clusters Score -1.214949e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 102242 members 
Entering Unmasked Estep 
Score: -12149665.000000 Penalty: 3796.458252
	Iteration 25Q: 3 clusters Score -1.214966e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 103088 members 
Entering Unmasked Estep 
Score: -12149911.000000 Penalty: 3796.458252
	Iteration 26Q: 3 clusters Score -1.214991e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 103882 members 
Entering Unmasked Estep 
Score: -12150022.000000 Penalty: 3796.458252
	Iteration 27Q: 3 clusters Score -1.215002e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 104656 members 
Entering Unmasked Estep 
Score: -12150211.000000 Penalty: 3796.458252
	Iteration 28Q: 3 clusters Score -1.215021e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 105381 members 
Entering Unmasked Estep 
Score: -12150398.000000 Penalty: 3796.458252
	Iteration 29Q: 3 clusters Score -1.21504e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 106119 members 
Entering Unmasked Estep 
Score: -12150595.000000 Penalty: 3796.458252
	Iteration 30Q: 3 clusters Score -1.21506e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 106828 members 
Entering Unmasked Estep 
Score: -12150799.000000 Penalty: 3796.458252
	Iteration 31Q: 3 clusters Score -1.21508e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 107504 members 
Entering Unmasked Estep 
Score: -12150918.000000 Penalty: 3796.458252
	Iteration 32Q: 3 clusters Score -1.215092e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 108126 members 
Entering Unmasked Estep 
Score: -12151021.000000 Penalty: 3796.458252
	Iteration 33Q: 3 clusters Score -1.215102e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 108684 members 
Entering Unmasked Estep 
Score: -12151176.000000 Penalty: 3796.458252
	Iteration 34Q: 3 clusters Score -1.215118e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 109202 members 
Entering Unmasked Estep 
Score: -12151232.000000 Penalty: 3796.458252
	Iteration 35Q: 3 clusters Score -1.215123e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 109708 members 
Entering Unmasked Estep 
Score: -12151381.000000 Penalty: 3796.458252
	Iteration 36Q: 3 clusters Score -1.215138e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 110180 members 
Entering Unmasked Estep 
Score: -12151478.000000 Penalty: 3796.458252
	Iteration 37Q: 3 clusters Score -1.215148e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 110603 members 
Entering Unmasked Estep 
Score: -12151568.000000 Penalty: 3796.458252
	Iteration 38Q: 3 clusters Score -1.215157e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 111021 members 
Entering Unmasked Estep 
Score: -12151665.000000 Penalty: 3796.458252
	Iteration 39Q: 3 clusters Score -1.215166e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 111402 members 
Entering Unmasked Estep 
Score: -12151770.000000 Penalty: 3796.458252
	Iteration 40F: 3 clusters Score -1.215177e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 111761 members 
Entering Unmasked Estep 
Score: -12151836.000000 Penalty: 3796.458252
	Iteration 41Q: 3 clusters Score -1.215184e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 112103 members 
Entering Unmasked Estep 
Score: -12151905.000000 Penalty: 3796.458252
	Iteration 42Q: 3 clusters Score -1.21519e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 112403 members 
Entering Unmasked Estep 
Score: -12151918.000000 Penalty: 3796.458252
	Iteration 43Q: 3 clusters Score -1.215192e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 112693 members 
Entering Unmasked Estep 
Score: -12152010.000000 Penalty: 3796.458252
	Iteration 44Q: 3 clusters Score -1.215201e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 112992 members 
Entering Unmasked Estep 
Score: -12152057.000000 Penalty: 3796.458252
	Iteration 45Q: 3 clusters Score -1.215206e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 113226 members 
Entering Unmasked Estep 
Score: -12152131.000000 Penalty: 3796.458252
	Iteration 46Q: 3 clusters Score -1.215213e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 113445 members 
Entering Unmasked Estep 
Score: -12152165.000000 Penalty: 3796.458252
	Iteration 47Q: 3 clusters Score -1.215216e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 113667 members 
Entering Unmasked Estep 
Score: -12152210.000000 Penalty: 3796.458252
	Iteration 48Q: 3 clusters Score -1.215221e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 113870 members 
Entering Unmasked Estep 
Score: -12152206.000000 Penalty: 3796.458252
	Iteration 49Q: 3 clusters Score -1.215221e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 114061 members 
Entering Unmasked Estep 
Score: -12152215.000000 Penalty: 3796.458252
	Iteration 50Q: 3 clusters Score -1.215222e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 114221 members 
Entering Unmasked Estep 
Score: -12152237.000000 Penalty: 3796.458252
	Iteration 51Q: 3 clusters Score -1.215224e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 114339 members 
Entering Unmasked Estep 
Score: -12152274.000000 Penalty: 3796.458252
	Iteration 52Q: 3 clusters Score -1.215227e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 114430 members 
Entering Unmasked Estep 
Score: -12152303.000000 Penalty: 3796.458252
	Iteration 53Q: 3 clusters Score -1.21523e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 114512 members 
Entering Unmasked Estep 
Score: -12152328.000000 Penalty: 3796.458252
	Iteration 54Q: 3 clusters Score -1.215233e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 114597 members 
Entering Unmasked Estep 
Score: -12152341.000000 Penalty: 3796.458252
	Iteration 55Q: 3 clusters Score -1.215234e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 114665 members 
Entering Unmasked Estep 
Score: -12152346.000000 Penalty: 3796.458252
	Iteration 56Q: 3 clusters Score -1.215235e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 114727 members 
Entering Unmasked Estep 
Score: -12152342.000000 Penalty: 3796.458252
	Iteration 57Q: 3 clusters Score -1.215234e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 114782 members 
Entering Unmasked Estep 
Score: -12152334.000000 Penalty: 3796.458252
	Iteration 58Q: 3 clusters Score -1.215233e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 114831 members 
Entering Unmasked Estep 
Score: -12152337.000000 Penalty: 3796.458252
	Iteration 59Q: 3 clusters Score -1.215234e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 114871 members 
Entering Unmasked Estep 
Score: -12152324.000000 Penalty: 3796.458252
	Iteration 60F: 3 clusters Score -1.215232e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 114917 members 
Entering Unmasked Estep 
Score: -12152330.000000 Penalty: 3796.458252
	Iteration 61Q: 3 clusters Score -1.215233e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 114955 members 
Entering Unmasked Estep 
Score: -12152338.000000 Penalty: 3796.458252
	Iteration 62Q: 3 clusters Score -1.215234e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 114990 members 
Entering Unmasked Estep 
Score: -12152344.000000 Penalty: 3796.458252
	Iteration 63Q: 3 clusters Score -1.215234e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 115024 members 
Entering Unmasked Estep 
Score: -12152341.000000 Penalty: 3796.458252
	Iteration 64Q: 3 clusters Score -1.215234e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 115053 members 
Entering Unmasked Estep 
Score: -12152349.000000 Penalty: 3796.458252
	Iteration 65Q: 3 clusters Score -1.215235e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 115080 members 
Entering Unmasked Estep 
Score: -12152343.000000 Penalty: 3796.458252
	Iteration 66Q: 3 clusters Score -1.215234e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 115108 members 
Entering Unmasked Estep 
Score: -12152346.000000 Penalty: 3796.458252
	Iteration 67Q: 3 clusters Score -1.215235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 115129 members 
Entering Unmasked Estep 
Score: -12152370.000000 Penalty: 3796.458252
	Iteration 68Q: 3 clusters Score -1.215237e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 115144 members 
Entering Unmasked Estep 
Score: -12152364.000000 Penalty: 3796.458252
	Iteration 69Q: 3 clusters Score -1.215236e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 115161 members 
Entering Unmasked Estep 
Score: -12152354.000000 Penalty: 3796.458252
	Iteration 70Q: 3 clusters Score -1.215235e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 115178 members 
Entering Unmasked Estep 
Score: -12152350.000000 Penalty: 3796.458252
	Iteration 71Q: 3 clusters Score -1.215235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 115188 members 
Entering Unmasked Estep 
Score: -12152351.000000 Penalty: 3796.458252
	Iteration 72Q: 3 clusters Score -1.215235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 115202 members 
Entering Unmasked Estep 
Score: -12152338.000000 Penalty: 3796.458252
	Iteration 73Q: 3 clusters Score -1.215234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 115216 members 
Entering Unmasked Estep 
Score: -12152346.000000 Penalty: 3796.458252
	Iteration 74Q: 3 clusters Score -1.215235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 115230 members 
Entering Unmasked Estep 
Score: -12152353.000000 Penalty: 3796.458252
	Iteration 75Q: 3 clusters Score -1.215235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 115239 members 
Entering Unmasked Estep 
Score: -12152360.000000 Penalty: 3796.458252
	Iteration 76Q: 3 clusters Score -1.215236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 115246 members 
Entering Unmasked Estep 
Score: -12152350.000000 Penalty: 3796.458252
	Iteration 77Q: 3 clusters Score -1.215235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 115253 members 
Entering Unmasked Estep 
Score: -12152351.000000 Penalty: 3796.458252
	Iteration 78Q: 3 clusters Score -1.215235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 115261 members 
Entering Unmasked Estep 
Score: -12152355.000000 Penalty: 3796.458252
	Iteration 79Q: 3 clusters Score -1.215236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 115270 members 
Entering Unmasked Estep 
Score: -12152349.000000 Penalty: 3796.458252
	Iteration 80F: 3 clusters Score -1.215235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 115279 members 
Entering Unmasked Estep 
Score: -12152342.000000 Penalty: 3796.458252
	Iteration 81Q: 3 clusters Score -1.215234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 115290 members 
Entering Unmasked Estep 
Score: -12152345.000000 Penalty: 3796.458252
	Iteration 82Q: 3 clusters Score -1.215234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 115301 members 
Entering Unmasked Estep 
Score: -12152333.000000 Penalty: 3796.458252
	Iteration 83Q: 3 clusters Score -1.215233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 115313 members 
Entering Unmasked Estep 
Score: -12152339.000000 Penalty: 3796.458252
	Iteration 84Q: 3 clusters Score -1.215234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 115322 members 
Entering Unmasked Estep 
Score: -12152335.000000 Penalty: 3796.458252
	Iteration 85Q: 3 clusters Score -1.215234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 115332 members 
Entering Unmasked Estep 
Score: -12152322.000000 Penalty: 3796.458252
	Iteration 86Q: 3 clusters Score -1.215232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 115344 members 
Entering Unmasked Estep 
Score: -12152323.000000 Penalty: 3796.458252
	Iteration 87Q: 3 clusters Score -1.215232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 115356 members 
Entering Unmasked Estep 
Score: -12152324.000000 Penalty: 3796.458252
	Iteration 88Q: 3 clusters Score -1.215232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 115363 members 
Entering Unmasked Estep 
Score: -12152320.000000 Penalty: 3796.458252
	Iteration 89Q: 3 clusters Score -1.215232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 115377 members 
Entering Unmasked Estep 
Score: -12152341.000000 Penalty: 3796.458252
	Iteration 90Q: 3 clusters Score -1.215234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 115391 members 
Entering Unmasked Estep 
Score: -12152337.000000 Penalty: 3796.458252
	Iteration 91Q: 3 clusters Score -1.215234e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 115407 members 
Entering Unmasked Estep 
Score: -12152342.000000 Penalty: 3796.458252
	Iteration 92Q: 3 clusters Score -1.215234e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 115426 members 
Entering Unmasked Estep 
Score: -12152333.000000 Penalty: 3796.458252
	Iteration 93Q: 3 clusters Score -1.215233e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 115442 members 
Entering Unmasked Estep 
Score: -12152344.000000 Penalty: 3796.458252
	Iteration 94Q: 3 clusters Score -1.215234e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 115456 members 
Entering Unmasked Estep 
Score: -12152348.000000 Penalty: 3796.458252
	Iteration 95Q: 3 clusters Score -1.215235e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 115472 members 
Entering Unmasked Estep 
Score: -12152351.000000 Penalty: 3796.458252
	Iteration 96Q: 3 clusters Score -1.215235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 115491 members 
Entering Unmasked Estep 
Score: -12152344.000000 Penalty: 3796.458252
	Iteration 97Q: 3 clusters Score -1.215234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 115510 members 
Entering Unmasked Estep 
Score: -12152353.000000 Penalty: 3796.458252
	Iteration 98Q: 3 clusters Score -1.215235e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 115530 members 
Entering Unmasked Estep 
Score: -12152360.000000 Penalty: 3796.458252
	Iteration 99Q: 3 clusters Score -1.215236e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 115549 members 
Entering Unmasked Estep 
Score: -12152360.000000 Penalty: 3796.458252
	Iteration 100F: 3 clusters Score -1.215236e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 115568 members 
Entering Unmasked Estep 
Score: -12152359.000000 Penalty: 3796.458252
	Iteration 101Q: 3 clusters Score -1.215236e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 115586 members 
Entering Unmasked Estep 
Score: -12152375.000000 Penalty: 3796.458252
	Iteration 102Q: 3 clusters Score -1.215238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 115601 members 
Entering Unmasked Estep 
Score: -12152379.000000 Penalty: 3796.458252
	Iteration 103Q: 3 clusters Score -1.215238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 115610 members 
Entering Unmasked Estep 
Score: -12152365.000000 Penalty: 3796.458252
	Iteration 104Q: 3 clusters Score -1.215236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 115624 members 
Entering Unmasked Estep 
Score: -12152369.000000 Penalty: 3796.458252
	Iteration 105Q: 3 clusters Score -1.215237e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 115636 members 
Entering Unmasked Estep 
Score: -12152378.000000 Penalty: 3796.458252
	Iteration 106Q: 3 clusters Score -1.215238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 115648 members 
Entering Unmasked Estep 
Score: -12152372.000000 Penalty: 3796.458252
	Iteration 107Q: 3 clusters Score -1.215237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 115662 members 
Entering Unmasked Estep 
Score: -12152366.000000 Penalty: 3796.458252
	Iteration 108Q: 3 clusters Score -1.215237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 115672 members 
Entering Unmasked Estep 
Score: -12152368.000000 Penalty: 3796.458252
	Iteration 109Q: 3 clusters Score -1.215237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 115682 members 
Entering Unmasked Estep 
Score: -12152381.000000 Penalty: 3796.458252
	Iteration 110Q: 3 clusters Score -1.215238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 115694 members 
Entering Unmasked Estep 
Score: -12152360.000000 Penalty: 3796.458252
	Iteration 111Q: 3 clusters Score -1.215236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 115706 members 
Entering Unmasked Estep 
Score: -12152375.000000 Penalty: 3796.458252
	Iteration 112Q: 3 clusters Score -1.215238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 115721 members 
Entering Unmasked Estep 
Score: -12152390.000000 Penalty: 3796.458252
	Iteration 113Q: 3 clusters Score -1.215239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 115732 members 
Entering Unmasked Estep 
Score: -12152384.000000 Penalty: 3796.458252
	Iteration 114Q: 3 clusters Score -1.215238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 115741 members 
Entering Unmasked Estep 
Score: -12152386.000000 Penalty: 3796.458252
	Iteration 115Q: 3 clusters Score -1.215239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 115747 members 
Entering Unmasked Estep 
Score: -12152387.000000 Penalty: 3796.458252
	Iteration 116Q: 3 clusters Score -1.215239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 115751 members 
Entering Unmasked Estep 
Score: -12152387.000000 Penalty: 3796.458252
	Iteration 117Q: 3 clusters Score -1.215239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 115756 members 
Entering Unmasked Estep 
Score: -12152379.000000 Penalty: 3796.458252
	Iteration 118Q: 3 clusters Score -1.215238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 115764 members 
Entering Unmasked Estep 
Score: -12152383.000000 Penalty: 3796.458252
	Iteration 119Q: 3 clusters Score -1.215238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 115768 members 
Entering Unmasked Estep 
Score: -12152389.000000 Penalty: 3796.458252
	Iteration 120F: 3 clusters Score -1.215239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 115772 members 
Entering Unmasked Estep 
Score: -12152387.000000 Penalty: 3796.458252
	Iteration 121Q: 3 clusters Score -1.215239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 115780 members 
Entering Unmasked Estep 
Score: -12152389.000000 Penalty: 3796.458252
	Iteration 122Q: 3 clusters Score -1.215239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 115785 members 
Entering Unmasked Estep 
Score: -12152390.000000 Penalty: 3796.458252
	Iteration 123Q: 3 clusters Score -1.215239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 115790 members 
Entering Unmasked Estep 
Score: -12152379.000000 Penalty: 3796.458252
	Iteration 124Q: 3 clusters Score -1.215238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 115792 members 
Entering Unmasked Estep 
Score: -12152376.000000 Penalty: 3796.458252
	Iteration 125Q: 3 clusters Score -1.215238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 115793 members 
Entering Unmasked Estep 
Score: -12152378.000000 Penalty: 3796.458252
	Iteration 126Q: 3 clusters Score -1.215238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 115793 members 
Entering Unmasked Estep 
Score: -12152378.000000 Penalty: 3796.458252
	Iteration 127F: 3 clusters Score -1.215238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Entering Unmasked Estep 
Score: -2535294.500000 Penalty: 1651.719482
	Iteration 0F: 2 clusters Score -2535294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2517841.500000 Penalty: 3303.438965
	Iteration 0F: 3 clusters Score -2517842 nChanged 11867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2524402.500000 Penalty: 3303.438965
	Iteration 1F: 3 clusters Score -2524402 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2524841.750000 Penalty: 3303.438965
	Iteration 2Q: 3 clusters Score -2524842 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2525385.000000 Penalty: 3303.438965
	Iteration 3F: 3 clusters Score -2525385 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2526100.500000 Penalty: 3303.438965
	Iteration 4F: 3 clusters Score -2526100 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2526976.500000 Penalty: 3303.438965
	Iteration 5F: 3 clusters Score -2526976 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2528170.750000 Penalty: 3303.438965
	Iteration 6F: 3 clusters Score -2528171 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2529661.500000 Penalty: 3303.438965
	Iteration 7F: 3 clusters Score -2529662 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -2531170.250000 Penalty: 3303.438965
	Iteration 8F: 3 clusters Score -2531170 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -2532470.750000 Penalty: 3303.438965
	Iteration 9F: 3 clusters Score -2532471 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -2533238.750000 Penalty: 3303.438965
	Iteration 10Q: 3 clusters Score -2533239 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -2533597.500000 Penalty: 3303.438965
	Iteration 11Q: 3 clusters Score -2533598 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -2533729.250000 Penalty: 3303.438965
	Iteration 12Q: 3 clusters Score -2533729 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -2533796.750000 Penalty: 3303.438965
	Iteration 13Q: 3 clusters Score -2533797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -2533836.250000 Penalty: 3303.438965
	Iteration 14Q: 3 clusters Score -2533836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -2533866.000000 Penalty: 3303.438965
	Iteration 15Q: 3 clusters Score -2533866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -2533874.250000 Penalty: 3303.438965
	Iteration 16Q: 3 clusters Score -2533874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -2533887.000000 Penalty: 3303.438965
	Iteration 17Q: 3 clusters Score -2533887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -2533899.250000 Penalty: 3303.438965
	Iteration 18Q: 3 clusters Score -2533899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -2533905.750000 Penalty: 3303.438965
	Iteration 19Q: 3 clusters Score -2533906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -2533905.750000 Penalty: 3303.438965
	Iteration 20F: 3 clusters Score -2533906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Entering Unmasked Estep 
Score: -1041414.312500 Penalty: 1499.387695
	Iteration 0F: 2 clusters Score -1041414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1034055.625000 Penalty: 2998.775391
	Iteration 0F: 3 clusters Score -1034056 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1036582.937500 Penalty: 2998.775391
	Iteration 1F: 3 clusters Score -1036583 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1036854.875000 Penalty: 2998.775391
	Iteration 2F: 3 clusters Score -1036855 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1037120.250000 Penalty: 2998.775391
	Iteration 3F: 3 clusters Score -1037120 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1037469.687500 Penalty: 2998.775391
	Iteration 4F: 3 clusters Score -1037470 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1037861.250000 Penalty: 2998.775391
	Iteration 5F: 3 clusters Score -1037861 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1038267.125000 Penalty: 2998.775391
	Iteration 6F: 3 clusters Score -1038267 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1038736.500000 Penalty: 2998.775391
	Iteration 7F: 3 clusters Score -1038736 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1039149.000000 Penalty: 2998.775391
	Iteration 8Q: 3 clusters Score -1039149 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1039474.312500 Penalty: 2998.775391
	Iteration 9Q: 3 clusters Score -1039474 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1039705.750000 Penalty: 2998.775391
	Iteration 10Q: 3 clusters Score -1039706 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1039843.937500 Penalty: 2998.775391
	Iteration 11Q: 3 clusters Score -1039844 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1039940.000000 Penalty: 2998.775391
	Iteration 12Q: 3 clusters Score -1039940 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1039989.750000 Penalty: 2998.775391
	Iteration 13Q: 3 clusters Score -1039990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1040022.500000 Penalty: 2998.775391
	Iteration 14Q: 3 clusters Score -1040022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1040048.750000 Penalty: 2998.775391
	Iteration 15Q: 3 clusters Score -1040049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1040063.312500 Penalty: 2998.775391
	Iteration 16Q: 3 clusters Score -1040063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1040072.750000 Penalty: 2998.775391
	Iteration 17Q: 3 clusters Score -1040073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1040077.687500 Penalty: 2998.775391
	Iteration 18Q: 3 clusters Score -1040078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1040084.312500 Penalty: 2998.775391
	Iteration 19Q: 3 clusters Score -1040084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1040092.312500 Penalty: 2998.775391
	Iteration 20F: 3 clusters Score -1040092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1040094.000000 Penalty: 2998.775391
	Iteration 21Q: 3 clusters Score -1040094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1040095.875000 Penalty: 2998.775391
	Iteration 22Q: 3 clusters Score -1040096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1040097.500000 Penalty: 2998.775391
	Iteration 23Q: 3 clusters Score -1040098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1040100.187500 Penalty: 2998.775391
	Iteration 24Q: 3 clusters Score -1040100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1040107.437500 Penalty: 2998.775391
	Iteration 25Q: 3 clusters Score -1040107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1040111.562500 Penalty: 2998.775391
	Iteration 26Q: 3 clusters Score -1040112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1040117.375000 Penalty: 2998.775391
	Iteration 27Q: 3 clusters Score -1040117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1040121.937500 Penalty: 2998.775391
	Iteration 28Q: 3 clusters Score -1040122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1040121.937500 Penalty: 2998.775391
	Iteration 29F: 3 clusters Score -1040122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -329446.656250 Penalty: 1305.890625
	Iteration 0F: 2 clusters Score -329446.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -326658.468750 Penalty: 2611.781250
	Iteration 0F: 3 clusters Score -326658.5 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -327311.968750 Penalty: 2611.781250
	Iteration 1F: 3 clusters Score -327312 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -327434.093750 Penalty: 2611.781250
	Iteration 2F: 3 clusters Score -327434.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -327500.312500 Penalty: 2611.781250
	Iteration 3Q: 3 clusters Score -327500.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -327554.031250 Penalty: 2611.781250
	Iteration 4Q: 3 clusters Score -327554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -327581.281250 Penalty: 2611.781250
	Iteration 5Q: 3 clusters Score -327581.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -327602.562500 Penalty: 2611.781250
	Iteration 6Q: 3 clusters Score -327602.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -327619.687500 Penalty: 2611.781250
	Iteration 7Q: 3 clusters Score -327619.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -327629.312500 Penalty: 2611.781250
	Iteration 8Q: 3 clusters Score -327629.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -327633.875000 Penalty: 2611.781250
	Iteration 9Q: 3 clusters Score -327633.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -327639.875000 Penalty: 2611.781250
	Iteration 10Q: 3 clusters Score -327639.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -327645.750000 Penalty: 2611.781250
	Iteration 11Q: 3 clusters Score -327645.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -327654.343750 Penalty: 2611.781250
	Iteration 12Q: 3 clusters Score -327654.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -327662.687500 Penalty: 2611.781250
	Iteration 13Q: 3 clusters Score -327662.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -327671.968750 Penalty: 2611.781250
	Iteration 14Q: 3 clusters Score -327672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -327678.125000 Penalty: 2611.781250
	Iteration 15Q: 3 clusters Score -327678.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -327683.906250 Penalty: 2611.781250
	Iteration 16Q: 3 clusters Score -327683.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -327689.812500 Penalty: 2611.781250
	Iteration 17Q: 3 clusters Score -327689.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -327694.843750 Penalty: 2611.781250
	Iteration 18Q: 3 clusters Score -327694.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -327697.500000 Penalty: 2611.781250
	Iteration 19Q: 3 clusters Score -327697.5 nChanged 6
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: -327699.093750 Penalty: 2611.781250
	Iteration 20F: 3 clusters Score -327699.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -327703.656250 Penalty: 2611.781250
	Iteration 21Q: 3 clusters Score -327703.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -327708.812500 Penalty: 2611.781250
	Iteration 22Q: 3 clusters Score -327708.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -327712.218750 Penalty: 2611.781250
	Iteration 23Q: 3 clusters Score -327712.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -327714.375000 Penalty: 2611.781250
	Iteration 24Q: 3 clusters Score -327714.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -327720.031250 Penalty: 2611.781250
	Iteration 25Q: 3 clusters Score -327720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -327725.718750 Penalty: 2611.781250
	Iteration 26Q: 3 clusters Score -327725.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -327730.468750 Penalty: 2611.781250
	Iteration 27Q: 3 clusters Score -327730.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -327738.906250 Penalty: 2611.781250
	Iteration 28Q: 3 clusters Score -327738.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -327744.437500 Penalty: 2611.781250
	Iteration 29Q: 3 clusters Score -327744.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -327750.687500 Penalty: 2611.781250
	Iteration 30Q: 3 clusters Score -327750.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -327756.156250 Penalty: 2611.781250
	Iteration 31Q: 3 clusters Score -327756.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -327761.093750 Penalty: 2611.781250
	Iteration 32Q: 3 clusters Score -327761.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -327764.406250 Penalty: 2611.781250
	Iteration 33Q: 3 clusters Score -327764.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -327769.125000 Penalty: 2611.781250
	Iteration 34Q: 3 clusters Score -327769.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -327772.750000 Penalty: 2611.781250
	Iteration 35Q: 3 clusters Score -327772.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -327776.906250 Penalty: 2611.781250
	Iteration 36Q: 3 clusters Score -327776.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -327778.750000 Penalty: 2611.781250
	Iteration 37Q: 3 clusters Score -327778.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -327779.125000 Penalty: 2611.781250
	Iteration 38Q: 3 clusters Score -327779.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -327781.312500 Penalty: 2611.781250
	Iteration 39Q: 3 clusters Score -327781.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -327781.687500 Penalty: 2611.781250
	Iteration 40F: 3 clusters Score -327781.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -327781.718750 Penalty: 2611.781250
	Iteration 41Q: 3 clusters Score -327781.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -327781.718750 Penalty: 2611.781250
	Iteration 42F: 3 clusters Score -327781.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (184221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184221 members 
Entering Unmasked Estep 
Score: -18555772.000000 Penalty: 1970.132446
	Iteration 0F: 2 clusters Score -1.855577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92425 members 
Mstep: Class 2 contains 91796 members 
Entering Unmasked Estep 
Score: -18436170.000000 Penalty: 3940.264893
	Iteration 0F: 3 clusters Score -1.843617e+07 nChanged 89029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99162 members 
Mstep: Class 2 contains 85059 members 
Entering Unmasked Estep 
Score: -18489664.000000 Penalty: 3940.264893
	Iteration 1F: 3 clusters Score -1.848966e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103249 members 
Mstep: Class 2 contains 80972 members 
Entering Unmasked Estep 
Score: -18492104.000000 Penalty: 3940.264893
	Iteration 2Q: 3 clusters Score -1.84921e+07 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109469 members 
Mstep: Class 2 contains 74752 members 
Entering Unmasked Estep 
Score: -18496054.000000 Penalty: 3940.264893
	Iteration 3Q: 3 clusters Score -1.849605e+07 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118435 members 
Mstep: Class 2 contains 65786 members 
Entering Unmasked Estep 
Score: -18502722.000000 Penalty: 3940.264893
	Iteration 4F: 3 clusters Score -1.850272e+07 nChanged 13159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129890 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -18512680.000000 Penalty: 3940.264893
	Iteration 5F: 3 clusters Score -1.851268e+07 nChanged 13294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141794 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -18524786.000000 Penalty: 3940.264893
	Iteration 6F: 3 clusters Score -1.852479e+07 nChanged 11152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151522 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -18534974.000000 Penalty: 3940.264893
	Iteration 7F: 3 clusters Score -1.853497e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157825 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -18541160.000000 Penalty: 3940.264893
	Iteration 8Q: 3 clusters Score -1.854116e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162055 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -18544576.000000 Penalty: 3940.264893
	Iteration 9Q: 3 clusters Score -1.854458e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165365 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -18546772.000000 Penalty: 3940.264893
	Iteration 10Q: 3 clusters Score -1.854677e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168187 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -18548664.000000 Penalty: 3940.264893
	Iteration 11Q: 3 clusters Score -1.854866e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170466 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -18550248.000000 Penalty: 3940.264893
	Iteration 12Q: 3 clusters Score -1.855025e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172273 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -18551550.000000 Penalty: 3940.264893
	Iteration 13Q: 3 clusters Score -1.855155e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173698 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -18552654.000000 Penalty: 3940.264893
	Iteration 14Q: 3 clusters Score -1.855265e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174806 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -18553426.000000 Penalty: 3940.264893
	Iteration 15Q: 3 clusters Score -1.855343e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175664 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -18553894.000000 Penalty: 3940.264893
	Iteration 16Q: 3 clusters Score -1.855389e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176339 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -18554184.000000 Penalty: 3940.264893
	Iteration 17Q: 3 clusters Score -1.855418e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176871 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -18554336.000000 Penalty: 3940.264893
	Iteration 18Q: 3 clusters Score -1.855434e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177313 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -18554442.000000 Penalty: 3940.264893
	Iteration 19Q: 3 clusters Score -1.855444e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177690 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -18554604.000000 Penalty: 3940.264893
	Iteration 20F: 3 clusters Score -1.85546e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178014 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -18554654.000000 Penalty: 3940.264893
	Iteration 21Q: 3 clusters Score -1.855465e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178280 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -18554750.000000 Penalty: 3940.264893
	Iteration 22Q: 3 clusters Score -1.855475e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178502 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -18554756.000000 Penalty: 3940.264893
	Iteration 23Q: 3 clusters Score -1.855476e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178696 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -18554804.000000 Penalty: 3940.264893
	Iteration 24Q: 3 clusters Score -1.85548e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178878 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -18554862.000000 Penalty: 3940.264893
	Iteration 25Q: 3 clusters Score -1.855486e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179064 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -18554908.000000 Penalty: 3940.264893
	Iteration 26Q: 3 clusters Score -1.855491e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179236 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -18554952.000000 Penalty: 3940.264893
	Iteration 27Q: 3 clusters Score -1.855495e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179382 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -18554982.000000 Penalty: 3940.264893
	Iteration 28Q: 3 clusters Score -1.855498e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179530 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -18554982.000000 Penalty: 3940.264893
	Iteration 29Q: 3 clusters Score -1.855498e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179657 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -18555026.000000 Penalty: 3940.264893
	Iteration 30Q: 3 clusters Score -1.855503e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179761 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -18555030.000000 Penalty: 3940.264893
	Iteration 31Q: 3 clusters Score -1.855503e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179847 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -18555028.000000 Penalty: 3940.264893
	Iteration 32Q: 3 clusters Score -1.855503e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179939 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -18555076.000000 Penalty: 3940.264893
	Iteration 33Q: 3 clusters Score -1.855508e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180013 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -18555074.000000 Penalty: 3940.264893
	Iteration 34Q: 3 clusters Score -1.855507e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180082 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -18555062.000000 Penalty: 3940.264893
	Iteration 35Q: 3 clusters Score -1.855506e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180136 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -18555074.000000 Penalty: 3940.264893
	Iteration 36Q: 3 clusters Score -1.855507e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180173 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -18555076.000000 Penalty: 3940.264893
	Iteration 37Q: 3 clusters Score -1.855508e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180214 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -18555106.000000 Penalty: 3940.264893
	Iteration 38Q: 3 clusters Score -1.855511e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180242 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -18555124.000000 Penalty: 3940.264893
	Iteration 39Q: 3 clusters Score -1.855512e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180276 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -18555106.000000 Penalty: 3940.264893
	Iteration 40F: 3 clusters Score -1.855511e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180301 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -18555112.000000 Penalty: 3940.264893
	Iteration 41Q: 3 clusters Score -1.855511e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180330 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -18555122.000000 Penalty: 3940.264893
	Iteration 42Q: 3 clusters Score -1.855512e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180352 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -18555112.000000 Penalty: 3940.264893
	Iteration 43Q: 3 clusters Score -1.855511e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180373 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -18555140.000000 Penalty: 3940.264893
	Iteration 44Q: 3 clusters Score -1.855514e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180393 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -18555140.000000 Penalty: 3940.264893
	Iteration 45Q: 3 clusters Score -1.855514e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180412 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -18555152.000000 Penalty: 3940.264893
	Iteration 46Q: 3 clusters Score -1.855515e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180430 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -18555150.000000 Penalty: 3940.264893
	Iteration 47Q: 3 clusters Score -1.855515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180443 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -18555164.000000 Penalty: 3940.264893
	Iteration 48Q: 3 clusters Score -1.855516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180456 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -18555152.000000 Penalty: 3940.264893
	Iteration 49Q: 3 clusters Score -1.855515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180468 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -18555156.000000 Penalty: 3940.264893
	Iteration 50Q: 3 clusters Score -1.855516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180479 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -18555156.000000 Penalty: 3940.264893
	Iteration 51Q: 3 clusters Score -1.855516e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180495 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -18555144.000000 Penalty: 3940.264893
	Iteration 52Q: 3 clusters Score -1.855514e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180513 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -18555132.000000 Penalty: 3940.264893
	Iteration 53Q: 3 clusters Score -1.855513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180522 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -18555148.000000 Penalty: 3940.264893
	Iteration 54Q: 3 clusters Score -1.855515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180537 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -18555154.000000 Penalty: 3940.264893
	Iteration 55Q: 3 clusters Score -1.855515e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180550 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -18555168.000000 Penalty: 3940.264893
	Iteration 56Q: 3 clusters Score -1.855517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180560 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -18555156.000000 Penalty: 3940.264893
	Iteration 57Q: 3 clusters Score -1.855516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180568 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -18555160.000000 Penalty: 3940.264893
	Iteration 58Q: 3 clusters Score -1.855516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180577 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -18555162.000000 Penalty: 3940.264893
	Iteration 59Q: 3 clusters Score -1.855516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180589 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -18555174.000000 Penalty: 3940.264893
	Iteration 60F: 3 clusters Score -1.855517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180604 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -18555166.000000 Penalty: 3940.264893
	Iteration 61Q: 3 clusters Score -1.855517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180618 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -18555180.000000 Penalty: 3940.264893
	Iteration 62Q: 3 clusters Score -1.855518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180627 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -18555162.000000 Penalty: 3940.264893
	Iteration 63Q: 3 clusters Score -1.855516e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180636 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -18555158.000000 Penalty: 3940.264893
	Iteration 64Q: 3 clusters Score -1.855516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180646 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -18555188.000000 Penalty: 3940.264893
	Iteration 65Q: 3 clusters Score -1.855519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180655 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -18555176.000000 Penalty: 3940.264893
	Iteration 66Q: 3 clusters Score -1.855518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180660 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -18555184.000000 Penalty: 3940.264893
	Iteration 67Q: 3 clusters Score -1.855518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180663 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -18555182.000000 Penalty: 3940.264893
	Iteration 68Q: 3 clusters Score -1.855518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180667 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -18555180.000000 Penalty: 3940.264893
	Iteration 69Q: 3 clusters Score -1.855518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180669 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -18555174.000000 Penalty: 3940.264893
	Iteration 70Q: 3 clusters Score -1.855517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180669 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -18555168.000000 Penalty: 3940.264893
	Iteration 71Q: 3 clusters Score -1.855517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180668 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -18555170.000000 Penalty: 3940.264893
	Iteration 72Q: 3 clusters Score -1.855517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180668 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -18555170.000000 Penalty: 3940.264893
	Iteration 73F: 3 clusters Score -1.855517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Entering Unmasked Estep 
Score: -8299016.000000 Penalty: 1836.029297
	Iteration 0F: 2 clusters Score -8299016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -8245666.500000 Penalty: 3672.058594
	Iteration 0F: 3 clusters Score -8245666 nChanged 38213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -8267396.500000 Penalty: 3672.058594
	Iteration 1F: 3 clusters Score -8267396 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -8268399.500000 Penalty: 3672.058594
	Iteration 2Q: 3 clusters Score -8268400 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -8269919.500000 Penalty: 3672.058594
	Iteration 3Q: 3 clusters Score -8269920 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -8272451.000000 Penalty: 3672.058594
	Iteration 4F: 3 clusters Score -8272451 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -8276377.000000 Penalty: 3672.058594
	Iteration 5F: 3 clusters Score -8276377 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62065 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -8281665.000000 Penalty: 3672.058594
	Iteration 6F: 3 clusters Score -8281665 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67845 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -8287048.500000 Penalty: 3672.058594
	Iteration 7F: 3 clusters Score -8287048 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72680 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -8291478.500000 Penalty: 3672.058594
	Iteration 8F: 3 clusters Score -8291478 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -8294113.000000 Penalty: 3672.058594
	Iteration 9Q: 3 clusters Score -8294113 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77886 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -8295683.000000 Penalty: 3672.058594
	Iteration 10Q: 3 clusters Score -8295683 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78983 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -8296510.000000 Penalty: 3672.058594
	Iteration 11Q: 3 clusters Score -8296510 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8296909.000000 Penalty: 3672.058594
	Iteration 12Q: 3 clusters Score -8296909 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79859 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8297121.500000 Penalty: 3672.058594
	Iteration 13Q: 3 clusters Score -8297122 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80004 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8297255.500000 Penalty: 3672.058594
	Iteration 14Q: 3 clusters Score -8297256 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80080 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8297317.500000 Penalty: 3672.058594
	Iteration 15Q: 3 clusters Score -8297318 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80137 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8297371.500000 Penalty: 3672.058594
	Iteration 16Q: 3 clusters Score -8297372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80171 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8297409.000000 Penalty: 3672.058594
	Iteration 17Q: 3 clusters Score -8297409 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80195 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8297418.500000 Penalty: 3672.058594
	Iteration 18Q: 3 clusters Score -8297418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80218 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8297442.000000 Penalty: 3672.058594
	Iteration 19Q: 3 clusters Score -8297442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80229 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8297457.000000 Penalty: 3672.058594
	Iteration 20F: 3 clusters Score -8297457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80239 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8297461.000000 Penalty: 3672.058594
	Iteration 21Q: 3 clusters Score -8297461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8297475.500000 Penalty: 3672.058594
	Iteration 22Q: 3 clusters Score -8297476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80257 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8297477.000000 Penalty: 3672.058594
	Iteration 23Q: 3 clusters Score -8297477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80263 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8297478.000000 Penalty: 3672.058594
	Iteration 24Q: 3 clusters Score -8297478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8297488.000000 Penalty: 3672.058594
	Iteration 25Q: 3 clusters Score -8297488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80268 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8297493.000000 Penalty: 3672.058594
	Iteration 26Q: 3 clusters Score -8297493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80267 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8297490.000000 Penalty: 3672.058594
	Iteration 27Q: 3 clusters Score -8297490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8297490.500000 Penalty: 3672.058594
	Iteration 28Q: 3 clusters Score -8297490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8297490.500000 Penalty: 3672.058594
	Iteration 29F: 3 clusters Score -8297490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (141382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141382 members 
Entering Unmasked Estep 
Score: -14371220.000000 Penalty: 1927.123291
	Iteration 0F: 2 clusters Score -1.437122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71016 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
Score: -14277044.000000 Penalty: 3854.246582
	Iteration 0F: 3 clusters Score -1.427704e+07 nChanged 67995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 64971 members 
Entering Unmasked Estep 
Score: -14317642.000000 Penalty: 3854.246582
	Iteration 1F: 3 clusters Score -1.431764e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79848 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -14319181.000000 Penalty: 3854.246582
	Iteration 2Q: 3 clusters Score -1.431918e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85040 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -14321458.000000 Penalty: 3854.246582
	Iteration 3Q: 3 clusters Score -1.432146e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92763 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -14326067.000000 Penalty: 3854.246582
	Iteration 4F: 3 clusters Score -1.432607e+07 nChanged 10573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103164 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -14333613.000000 Penalty: 3854.246582
	Iteration 5F: 3 clusters Score -1.433361e+07 nChanged 12478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115610 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -14344245.000000 Penalty: 3854.246582
	Iteration 6F: 3 clusters Score -1.434424e+07 nChanged 11895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127505 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -14355973.000000 Penalty: 3854.246582
	Iteration 7F: 3 clusters Score -1.435597e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135730 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -14364247.000000 Penalty: 3854.246582
	Iteration 8F: 3 clusters Score -1.436425e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139495 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -14367755.000000 Penalty: 3854.246582
	Iteration 9Q: 3 clusters Score -1.436776e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140743 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -14368910.000000 Penalty: 3854.246582
	Iteration 10Q: 3 clusters Score -1.436891e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141097 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -14369264.000000 Penalty: 3854.246582
	Iteration 11Q: 3 clusters Score -1.436926e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141187 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14369376.000000 Penalty: 3854.246582
	Iteration 12Q: 3 clusters Score -1.436938e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141209 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14369432.000000 Penalty: 3854.246582
	Iteration 13Q: 3 clusters Score -1.436943e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141219 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14369463.000000 Penalty: 3854.246582
	Iteration 14Q: 3 clusters Score -1.436946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141222 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14369481.000000 Penalty: 3854.246582
	Iteration 15Q: 3 clusters Score -1.436948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141221 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14369491.000000 Penalty: 3854.246582
	Iteration 16Q: 3 clusters Score -1.436949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141221 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14369488.000000 Penalty: 3854.246582
	Iteration 17Q: 3 clusters Score -1.436949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141221 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14369488.000000 Penalty: 3854.246582
	Iteration 18F: 3 clusters Score -1.436949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Entering Unmasked Estep 
Score: -435179.968750 Penalty: 1372.425781
	Iteration 0F: 2 clusters Score -435180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -431572.343750 Penalty: 2744.851562
	Iteration 0F: 3 clusters Score -431572.3 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -433219.656250 Penalty: 2744.851562
	Iteration 1F: 3 clusters Score -433219.7 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -434032.781250 Penalty: 2744.851562
	Iteration 2F: 3 clusters Score -434032.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -434617.156250 Penalty: 2744.851562
	Iteration 3F: 3 clusters Score -434617.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -434940.343750 Penalty: 2744.851562
	Iteration 4F: 3 clusters Score -434940.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -435092.000000 Penalty: 2744.851562
	Iteration 5Q: 3 clusters Score -435092 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -435165.843750 Penalty: 2744.851562
	Iteration 6Q: 3 clusters Score -435165.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -435207.281250 Penalty: 2744.851562
	Iteration 7Q: 3 clusters Score -435207.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -435228.937500 Penalty: 2744.851562
	Iteration 8Q: 3 clusters Score -435228.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -435237.062500 Penalty: 2744.851562
	Iteration 9Q: 3 clusters Score -435237.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -435241.125000 Penalty: 2744.851562
	Iteration 10Q: 3 clusters Score -435241.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -435245.250000 Penalty: 2744.851562
	Iteration 11Q: 3 clusters Score -435245.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -435249.531250 Penalty: 2744.851562
	Iteration 12Q: 3 clusters Score -435249.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -435253.468750 Penalty: 2744.851562
	Iteration 13Q: 3 clusters Score -435253.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -435257.062500 Penalty: 2744.851562
	Iteration 14Q: 3 clusters Score -435257.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -435263.875000 Penalty: 2744.851562
	Iteration 15Q: 3 clusters Score -435263.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -435267.343750 Penalty: 2744.851562
	Iteration 16Q: 3 clusters Score -435267.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -435269.531250 Penalty: 2744.851562
	Iteration 17Q: 3 clusters Score -435269.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -435272.062500 Penalty: 2744.851562
	Iteration 18Q: 3 clusters Score -435272.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -435275.312500 Penalty: 2744.851562
	Iteration 19Q: 3 clusters Score -435275.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -435277.406250 Penalty: 2744.851562
	Iteration 20F: 3 clusters Score -435277.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -435278.437500 Penalty: 2744.851562
	Iteration 21Q: 3 clusters Score -435278.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -435281.250000 Penalty: 2744.851562
	Iteration 22Q: 3 clusters Score -435281.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -435281.187500 Penalty: 2744.851562
	Iteration 23Q: 3 clusters Score -435281.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -435282.093750 Penalty: 2744.851562
	Iteration 24Q: 3 clusters Score -435282.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -435282.500000 Penalty: 2744.851562
	Iteration 25Q: 3 clusters Score -435282.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -435282.562500 Penalty: 2744.851562
	Iteration 26Q: 3 clusters Score -435282.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -435283.125000 Penalty: 2744.851562
	Iteration 27Q: 3 clusters Score -435283.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -435283.687500 Penalty: 2744.851562
	Iteration 28Q: 3 clusters Score -435283.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -435284.375000 Penalty: 2744.851562
	Iteration 29Q: 3 clusters Score -435284.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -435284.812500 Penalty: 2744.851562
	Iteration 30Q: 3 clusters Score -435284.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -435287.312500 Penalty: 2744.851562
	Iteration 31Q: 3 clusters Score -435287.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -435287.187500 Penalty: 2744.851562
	Iteration 32Q: 3 clusters Score -435287.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -435287.187500 Penalty: 2744.851562
	Iteration 33F: 3 clusters Score -435287.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 164658 members 
Mstep: Class 2 contains 6920 members 
Mstep: Class 3 contains 168451 members 
Mstep: Class 4 contains 118351 members 
Mstep: Class 5 contains 25963 members 
Mstep: Class 6 contains 10168 members 
Mstep: Class 7 contains 3091 members 
Mstep: Class 8 contains 184221 members 
Mstep: Class 9 contains 80712 members 
Mstep: Class 10 contains 141382 members 
Mstep: Class 11 contains 653 members 
Mstep: Class 12 contains 167235 members 
Mstep: Class 13 contains 158115 members 
Mstep: Class 14 contains 2791 members 
Mstep: Class 15 contains 2703 members 
Mstep: Class 16 contains 4002 members 
Mstep: Class 17 contains 2033 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 1966 members 
Mstep: Class 20 contains 40195 members 
Entering Unmasked Estep 
Score: -127940224.000000 Penalty: 45719.996094
Splitting cluster 11 changes total score from -127940176.000000 to -127940224.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 12 (167235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167235 members 
Entering Unmasked Estep 
Score: -17142040.000000 Penalty: 1954.412720
	Iteration 0F: 2 clusters Score -1.714204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83496 members 
Mstep: Class 2 contains 83739 members 
Entering Unmasked Estep 
Score: -17037168.000000 Penalty: 3908.825439
	Iteration 0F: 3 clusters Score -1.703717e+07 nChanged 80558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82524 members 
Mstep: Class 2 contains 84711 members 
Entering Unmasked Estep 
Score: -17086406.000000 Penalty: 3908.825439
	Iteration 1F: 3 clusters Score -1.708641e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82435 members 
Mstep: Class 2 contains 84800 members 
Entering Unmasked Estep 
Score: -17088826.000000 Penalty: 3908.825439
	Iteration 2Q: 3 clusters Score -1.708883e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82901 members 
Mstep: Class 2 contains 84334 members 
Entering Unmasked Estep 
Score: -17091772.000000 Penalty: 3908.825439
	Iteration 3Q: 3 clusters Score -1.709177e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84168 members 
Mstep: Class 2 contains 83067 members 
Entering Unmasked Estep 
Score: -17095394.000000 Penalty: 3908.825439
	Iteration 4Q: 3 clusters Score -1.709539e+07 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86673 members 
Mstep: Class 2 contains 80562 members 
Entering Unmasked Estep 
Score: -17100064.000000 Penalty: 3908.825439
	Iteration 5F: 3 clusters Score -1.710006e+07 nChanged 10141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90424 members 
Mstep: Class 2 contains 76811 members 
Entering Unmasked Estep 
Score: -17105874.000000 Penalty: 3908.825439
	Iteration 6F: 3 clusters Score -1.710587e+07 nChanged 10981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95209 members 
Mstep: Class 2 contains 72026 members 
Entering Unmasked Estep 
Score: -17112836.000000 Penalty: 3908.825439
	Iteration 7F: 3 clusters Score -1.711284e+07 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100448 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -17120400.000000 Penalty: 3908.825439
	Iteration 8F: 3 clusters Score -1.71204e+07 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104727 members 
Mstep: Class 2 contains 62508 members 
Entering Unmasked Estep 
Score: -17126934.000000 Penalty: 3908.825439
	Iteration 9F: 3 clusters Score -1.712693e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107836 members 
Mstep: Class 2 contains 59399 members 
Entering Unmasked Estep 
Score: -17130744.000000 Penalty: 3908.825439
	Iteration 10Q: 3 clusters Score -1.713074e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110167 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -17132278.000000 Penalty: 3908.825439
	Iteration 11Q: 3 clusters Score -1.713228e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112225 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -17133210.000000 Penalty: 3908.825439
	Iteration 12Q: 3 clusters Score -1.713321e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114288 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -17133994.000000 Penalty: 3908.825439
	Iteration 13Q: 3 clusters Score -1.713399e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116259 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -17134762.000000 Penalty: 3908.825439
	Iteration 14Q: 3 clusters Score -1.713476e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118211 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -17135500.000000 Penalty: 3908.825439
	Iteration 15Q: 3 clusters Score -1.71355e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120210 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -17136292.000000 Penalty: 3908.825439
	Iteration 16Q: 3 clusters Score -1.713629e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122210 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -17137194.000000 Penalty: 3908.825439
	Iteration 17Q: 3 clusters Score -1.713719e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124252 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -17138080.000000 Penalty: 3908.825439
	Iteration 18Q: 3 clusters Score -1.713808e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126337 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -17138884.000000 Penalty: 3908.825439
	Iteration 19Q: 3 clusters Score -1.713888e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128437 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -17139722.000000 Penalty: 3908.825439
	Iteration 20F: 3 clusters Score -1.713972e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130555 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -17140768.000000 Penalty: 3908.825439
	Iteration 21Q: 3 clusters Score -1.714077e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132717 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -17141866.000000 Penalty: 3908.825439
	Iteration 22Q: 3 clusters Score -1.714187e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134875 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -17142916.000000 Penalty: 3908.825439
	Iteration 23Q: 3 clusters Score -1.714292e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137007 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -17143972.000000 Penalty: 3908.825439
	Iteration 24Q: 3 clusters Score -1.714397e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139098 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -17144928.000000 Penalty: 3908.825439
	Iteration 25Q: 3 clusters Score -1.714493e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141131 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -17145966.000000 Penalty: 3908.825439
	Iteration 26Q: 3 clusters Score -1.714597e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143112 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -17147158.000000 Penalty: 3908.825439
	Iteration 27Q: 3 clusters Score -1.714716e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145083 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -17147918.000000 Penalty: 3908.825439
	Iteration 28Q: 3 clusters Score -1.714792e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146914 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -17148514.000000 Penalty: 3908.825439
	Iteration 29Q: 3 clusters Score -1.714851e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148545 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -17149000.000000 Penalty: 3908.825439
	Iteration 30Q: 3 clusters Score -1.7149e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150029 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -17149328.000000 Penalty: 3908.825439
	Iteration 31Q: 3 clusters Score -1.714933e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151330 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -17149640.000000 Penalty: 3908.825439
	Iteration 32Q: 3 clusters Score -1.714964e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152409 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -17149710.000000 Penalty: 3908.825439
	Iteration 33Q: 3 clusters Score -1.714971e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153322 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -17149734.000000 Penalty: 3908.825439
	Iteration 34Q: 3 clusters Score -1.714973e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154080 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -17149814.000000 Penalty: 3908.825439
	Iteration 35Q: 3 clusters Score -1.714981e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154695 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -17149720.000000 Penalty: 3908.825439
	Iteration 36Q: 3 clusters Score -1.714972e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155195 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -17149638.000000 Penalty: 3908.825439
	Iteration 37Q: 3 clusters Score -1.714964e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155630 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -17149596.000000 Penalty: 3908.825439
	Iteration 38Q: 3 clusters Score -1.71496e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155981 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -17149498.000000 Penalty: 3908.825439
	Iteration 39Q: 3 clusters Score -1.71495e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156281 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -17149458.000000 Penalty: 3908.825439
	Iteration 40F: 3 clusters Score -1.714946e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156524 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -17149406.000000 Penalty: 3908.825439
	Iteration 41Q: 3 clusters Score -1.714941e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156738 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -17149404.000000 Penalty: 3908.825439
	Iteration 42Q: 3 clusters Score -1.71494e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156931 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -17149326.000000 Penalty: 3908.825439
	Iteration 43Q: 3 clusters Score -1.714933e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157091 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -17149308.000000 Penalty: 3908.825439
	Iteration 44Q: 3 clusters Score -1.714931e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157247 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -17149272.000000 Penalty: 3908.825439
	Iteration 45Q: 3 clusters Score -1.714927e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157379 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -17149290.000000 Penalty: 3908.825439
	Iteration 46Q: 3 clusters Score -1.714929e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157481 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -17149250.000000 Penalty: 3908.825439
	Iteration 47Q: 3 clusters Score -1.714925e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157563 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -17149212.000000 Penalty: 3908.825439
	Iteration 48Q: 3 clusters Score -1.714921e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157637 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -17149198.000000 Penalty: 3908.825439
	Iteration 49Q: 3 clusters Score -1.71492e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157700 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -17149148.000000 Penalty: 3908.825439
	Iteration 50Q: 3 clusters Score -1.714915e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157755 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -17149146.000000 Penalty: 3908.825439
	Iteration 51Q: 3 clusters Score -1.714915e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157803 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -17149152.000000 Penalty: 3908.825439
	Iteration 52Q: 3 clusters Score -1.714915e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157843 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -17149140.000000 Penalty: 3908.825439
	Iteration 53Q: 3 clusters Score -1.714914e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157876 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -17149136.000000 Penalty: 3908.825439
	Iteration 54Q: 3 clusters Score -1.714914e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157904 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -17149138.000000 Penalty: 3908.825439
	Iteration 55Q: 3 clusters Score -1.714914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157917 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -17149130.000000 Penalty: 3908.825439
	Iteration 56Q: 3 clusters Score -1.714913e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157929 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -17149112.000000 Penalty: 3908.825439
	Iteration 57Q: 3 clusters Score -1.714911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157937 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -17149118.000000 Penalty: 3908.825439
	Iteration 58Q: 3 clusters Score -1.714912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157942 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -17149114.000000 Penalty: 3908.825439
	Iteration 59Q: 3 clusters Score -1.714911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157947 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -17149104.000000 Penalty: 3908.825439
	Iteration 60F: 3 clusters Score -1.71491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157950 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -17149102.000000 Penalty: 3908.825439
	Iteration 61Q: 3 clusters Score -1.71491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157955 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -17149102.000000 Penalty: 3908.825439
	Iteration 62Q: 3 clusters Score -1.71491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157958 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -17149110.000000 Penalty: 3908.825439
	Iteration 63Q: 3 clusters Score -1.714911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157961 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -17149104.000000 Penalty: 3908.825439
	Iteration 64Q: 3 clusters Score -1.71491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157966 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -17149088.000000 Penalty: 3908.825439
	Iteration 65Q: 3 clusters Score -1.714909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157970 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -17149082.000000 Penalty: 3908.825439
	Iteration 66Q: 3 clusters Score -1.714908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157973 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -17149080.000000 Penalty: 3908.825439
	Iteration 67Q: 3 clusters Score -1.714908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157976 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -17149086.000000 Penalty: 3908.825439
	Iteration 68Q: 3 clusters Score -1.714909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157977 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -17149076.000000 Penalty: 3908.825439
	Iteration 69Q: 3 clusters Score -1.714908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157977 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -17149076.000000 Penalty: 3908.825439
	Iteration 70F: 3 clusters Score -1.714908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 164658 members 
Mstep: Class 2 contains 6920 members 
Mstep: Class 3 contains 168451 members 
Mstep: Class 4 contains 118351 members 
Mstep: Class 5 contains 25963 members 
Mstep: Class 6 contains 10168 members 
Mstep: Class 7 contains 3091 members 
Mstep: Class 8 contains 184221 members 
Mstep: Class 9 contains 80712 members 
Mstep: Class 10 contains 141382 members 
Mstep: Class 11 contains 653 members 
Mstep: Class 12 contains 157977 members 
Mstep: Class 13 contains 158115 members 
Mstep: Class 14 contains 2791 members 
Mstep: Class 15 contains 2703 members 
Mstep: Class 16 contains 4002 members 
Mstep: Class 17 contains 2033 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 1966 members 
Mstep: Class 20 contains 40195 members 
Mstep: Class 21 contains 9258 members 
Entering Unmasked Estep 
Score: -127947024.000000 Penalty: 48005.996094
Splitting cluster 12 changes total score from -127940176.000000 to -127947024.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 13 (158115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158115 members 
Entering Unmasked Estep 
Score: -16081766.000000 Penalty: 1945.300171
	Iteration 0F: 2 clusters Score -1.608177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78968 members 
Mstep: Class 2 contains 79147 members 
Entering Unmasked Estep 
Score: -15976688.000000 Penalty: 3890.600342
	Iteration 0F: 3 clusters Score -1.597669e+07 nChanged 76397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75293 members 
Mstep: Class 2 contains 82822 members 
Entering Unmasked Estep 
Score: -16021865.000000 Penalty: 3890.600342
	Iteration 1F: 3 clusters Score -1.602186e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72651 members 
Mstep: Class 2 contains 85464 members 
Entering Unmasked Estep 
Score: -16022861.000000 Penalty: 3890.600342
	Iteration 2Q: 3 clusters Score -1.602286e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68574 members 
Mstep: Class 2 contains 89541 members 
Entering Unmasked Estep 
Score: -16024716.000000 Penalty: 3890.600342
	Iteration 3Q: 3 clusters Score -1.602472e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 95615 members 
Entering Unmasked Estep 
Score: -16027564.000000 Penalty: 3890.600342
	Iteration 4Q: 3 clusters Score -1.602756e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 104118 members 
Entering Unmasked Estep 
Score: -16032445.000000 Penalty: 3890.600342
	Iteration 5F: 3 clusters Score -1.603244e+07 nChanged 11487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 115283 members 
Entering Unmasked Estep 
Score: -16040564.000000 Penalty: 3890.600342
	Iteration 6F: 3 clusters Score -1.604056e+07 nChanged 13333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 128494 members 
Entering Unmasked Estep 
Score: -16052352.000000 Penalty: 3890.600342
	Iteration 7F: 3 clusters Score -1.605235e+07 nChanged 12704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 141162 members 
Entering Unmasked Estep 
Score: -16064597.000000 Penalty: 3890.600342
	Iteration 8F: 3 clusters Score -1.60646e+07 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 150373 members 
Entering Unmasked Estep 
Score: -16073436.000000 Penalty: 3890.600342
	Iteration 9F: 3 clusters Score -1.607344e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 155202 members 
Entering Unmasked Estep 
Score: -16077751.000000 Penalty: 3890.600342
	Iteration 10Q: 3 clusters Score -1.607775e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 157059 members 
Entering Unmasked Estep 
Score: -16079200.000000 Penalty: 3890.600342
	Iteration 11Q: 3 clusters Score -1.60792e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 157660 members 
Entering Unmasked Estep 
Score: -16079685.000000 Penalty: 3890.600342
	Iteration 12Q: 3 clusters Score -1.607968e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 157837 members 
Entering Unmasked Estep 
Score: -16079853.000000 Penalty: 3890.600342
	Iteration 13Q: 3 clusters Score -1.607985e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 157892 members 
Entering Unmasked Estep 
Score: -16079927.000000 Penalty: 3890.600342
	Iteration 14Q: 3 clusters Score -1.607993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 157904 members 
Entering Unmasked Estep 
Score: -16079948.000000 Penalty: 3890.600342
	Iteration 15Q: 3 clusters Score -1.607995e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 157909 members 
Entering Unmasked Estep 
Score: -16079981.000000 Penalty: 3890.600342
	Iteration 16Q: 3 clusters Score -1.607998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 157913 members 
Entering Unmasked Estep 
Score: -16079985.000000 Penalty: 3890.600342
	Iteration 17Q: 3 clusters Score -1.607998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 157918 members 
Entering Unmasked Estep 
Score: -16080003.000000 Penalty: 3890.600342
	Iteration 18Q: 3 clusters Score -1.608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 157923 members 
Entering Unmasked Estep 
Score: -16080014.000000 Penalty: 3890.600342
	Iteration 19Q: 3 clusters Score -1.608001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 157924 members 
Entering Unmasked Estep 
Score: -16080017.000000 Penalty: 3890.600342
	Iteration 20F: 3 clusters Score -1.608002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 157926 members 
Entering Unmasked Estep 
Score: -16080010.000000 Penalty: 3890.600342
	Iteration 21Q: 3 clusters Score -1.608001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 157927 members 
Entering Unmasked Estep 
Score: -16080011.000000 Penalty: 3890.600342
	Iteration 22Q: 3 clusters Score -1.608001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 157928 members 
Entering Unmasked Estep 
Score: -16080022.000000 Penalty: 3890.600342
	Iteration 23Q: 3 clusters Score -1.608002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 157928 members 
Entering Unmasked Estep 
Score: -16080022.000000 Penalty: 3890.600342
	Iteration 24F: 3 clusters Score -1.608002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Entering Unmasked Estep 
Score: -246894.437500 Penalty: 1289.300293
	Iteration 0F: 2 clusters Score -246894.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -244314.046875 Penalty: 2578.600586
	Iteration 0F: 3 clusters Score -244314 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -245045.281250 Penalty: 2578.600586
	Iteration 1F: 3 clusters Score -245045.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -245229.281250 Penalty: 2578.600586
	Iteration 2F: 3 clusters Score -245229.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -245354.187500 Penalty: 2578.600586
	Iteration 3F: 3 clusters Score -245354.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -245449.546875 Penalty: 2578.600586
	Iteration 4Q: 3 clusters Score -245449.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -245526.343750 Penalty: 2578.600586
	Iteration 5Q: 3 clusters Score -245526.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -245590.812500 Penalty: 2578.600586
	Iteration 6Q: 3 clusters Score -245590.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -245634.281250 Penalty: 2578.600586
	Iteration 7Q: 3 clusters Score -245634.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -245673.031250 Penalty: 2578.600586
	Iteration 8Q: 3 clusters Score -245673 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -245700.796875 Penalty: 2578.600586
	Iteration 9Q: 3 clusters Score -245700.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -245717.140625 Penalty: 2578.600586
	Iteration 10Q: 3 clusters Score -245717.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -245730.203125 Penalty: 2578.600586
	Iteration 11Q: 3 clusters Score -245730.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -245739.593750 Penalty: 2578.600586
	Iteration 12Q: 3 clusters Score -245739.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -245746.781250 Penalty: 2578.600586
	Iteration 13Q: 3 clusters Score -245746.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -245755.125000 Penalty: 2578.600586
	Iteration 14Q: 3 clusters Score -245755.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -245763.718750 Penalty: 2578.600586
	Iteration 15Q: 3 clusters Score -245763.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -245772.500000 Penalty: 2578.600586
	Iteration 16Q: 3 clusters Score -245772.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -245779.046875 Penalty: 2578.600586
	Iteration 17Q: 3 clusters Score -245779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -245782.968750 Penalty: 2578.600586
	Iteration 18Q: 3 clusters Score -245783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -245786.265625 Penalty: 2578.600586
	Iteration 19Q: 3 clusters Score -245786.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -245788.046875 Penalty: 2578.600586
	Iteration 20F: 3 clusters Score -245788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -245790.046875 Penalty: 2578.600586
	Iteration 21Q: 3 clusters Score -245790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -245791.578125 Penalty: 2578.600586
	Iteration 22Q: 3 clusters Score -245791.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -245793.062500 Penalty: 2578.600586
	Iteration 23Q: 3 clusters Score -245793.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -245794.062500 Penalty: 2578.600586
	Iteration 24Q: 3 clusters Score -245794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -245794.093750 Penalty: 2578.600586
	Iteration 25Q: 3 clusters Score -245794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -245794.328125 Penalty: 2578.600586
	Iteration 26Q: 3 clusters Score -245794.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -245794.328125 Penalty: 2578.600586
	Iteration 27F: 3 clusters Score -245794.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Entering Unmasked Estep 
Score: -270455.843750 Penalty: 1284.094116
	Iteration 0F: 2 clusters Score -270455.8 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 1293 members 
Entering Unmasked Estep 
Score: -267928.250000 Penalty: 2568.188232
	Iteration 0F: 3 clusters Score -267928.2 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -268473.906250 Penalty: 2568.188232
	Iteration 1F: 3 clusters Score -268473.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -268605.562500 Penalty: 2568.188232
	Iteration 2F: 3 clusters Score -268605.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -268683.375000 Penalty: 2568.188232
	Iteration 3Q: 3 clusters Score -268683.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -268738.156250 Penalty: 2568.188232
	Iteration 4Q: 3 clusters Score -268738.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -268781.125000 Penalty: 2568.188232
	Iteration 5Q: 3 clusters Score -268781.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -268804.125000 Penalty: 2568.188232
	Iteration 6Q: 3 clusters Score -268804.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -268818.718750 Penalty: 2568.188232
	Iteration 7Q: 3 clusters Score -268818.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -268833.250000 Penalty: 2568.188232
	Iteration 8Q: 3 clusters Score -268833.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -268846.843750 Penalty: 2568.188232
	Iteration 9Q: 3 clusters Score -268846.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -268870.593750 Penalty: 2568.188232
	Iteration 10Q: 3 clusters Score -268870.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -268890.000000 Penalty: 2568.188232
	Iteration 11Q: 3 clusters Score -268890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -268907.281250 Penalty: 2568.188232
	Iteration 12Q: 3 clusters Score -268907.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -268924.093750 Penalty: 2568.188232
	Iteration 13Q: 3 clusters Score -268924.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -268936.406250 Penalty: 2568.188232
	Iteration 14Q: 3 clusters Score -268936.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -268950.531250 Penalty: 2568.188232
	Iteration 15Q: 3 clusters Score -268950.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -268960.312500 Penalty: 2568.188232
	Iteration 16Q: 3 clusters Score -268960.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -268969.031250 Penalty: 2568.188232
	Iteration 17Q: 3 clusters Score -268969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -268980.000000 Penalty: 2568.188232
	Iteration 18Q: 3 clusters Score -268980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -268989.906250 Penalty: 2568.188232
	Iteration 19Q: 3 clusters Score -268989.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -268999.468750 Penalty: 2568.188232
	Iteration 20F: 3 clusters Score -268999.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -269007.343750 Penalty: 2568.188232
	Iteration 21Q: 3 clusters Score -269007.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -269016.687500 Penalty: 2568.188232
	Iteration 22Q: 3 clusters Score -269016.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -269024.406250 Penalty: 2568.188232
	Iteration 23Q: 3 clusters Score -269024.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -269034.312500 Penalty: 2568.188232
	Iteration 24Q: 3 clusters Score -269034.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -269044.562500 Penalty: 2568.188232
	Iteration 25Q: 3 clusters Score -269044.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -269054.906250 Penalty: 2568.188232
	Iteration 26Q: 3 clusters Score -269054.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -269059.500000 Penalty: 2568.188232
	Iteration 27Q: 3 clusters Score -269059.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -269066.781250 Penalty: 2568.188232
	Iteration 28Q: 3 clusters Score -269066.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -269069.562500 Penalty: 2568.188232
	Iteration 29Q: 3 clusters Score -269069.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -269075.562500 Penalty: 2568.188232
	Iteration 30Q: 3 clusters Score -269075.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -269081.718750 Penalty: 2568.188232
	Iteration 31Q: 3 clusters Score -269081.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -269092.875000 Penalty: 2568.188232
	Iteration 32Q: 3 clusters Score -269092.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -269100.281250 Penalty: 2568.188232
	Iteration 33Q: 3 clusters Score -269100.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -269108.281250 Penalty: 2568.188232
	Iteration 34Q: 3 clusters Score -269108.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -269122.000000 Penalty: 2568.188232
	Iteration 35Q: 3 clusters Score -269122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -269137.093750 Penalty: 2568.188232
	Iteration 36Q: 3 clusters Score -269137.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -269145.875000 Penalty: 2568.188232
	Iteration 37Q: 3 clusters Score -269145.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -269157.937500 Penalty: 2568.188232
	Iteration 38Q: 3 clusters Score -269157.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -269171.062500 Penalty: 2568.188232
	Iteration 39Q: 3 clusters Score -269171.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -269187.406250 Penalty: 2568.188232
	Iteration 40F: 3 clusters Score -269187.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -269200.812500 Penalty: 2568.188232
	Iteration 41Q: 3 clusters Score -269200.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -269216.406250 Penalty: 2568.188232
	Iteration 42Q: 3 clusters Score -269216.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -269228.343750 Penalty: 2568.188232
	Iteration 43Q: 3 clusters Score -269228.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -269235.812500 Penalty: 2568.188232
	Iteration 44Q: 3 clusters Score -269235.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -269239.000000 Penalty: 2568.188232
	Iteration 45Q: 3 clusters Score -269239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -269242.687500 Penalty: 2568.188232
	Iteration 46Q: 3 clusters Score -269242.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -269246.406250 Penalty: 2568.188232
	Iteration 47Q: 3 clusters Score -269246.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -269247.781250 Penalty: 2568.188232
	Iteration 48Q: 3 clusters Score -269247.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -269249.062500 Penalty: 2568.188232
	Iteration 49Q: 3 clusters Score -269249.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -269251.031250 Penalty: 2568.188232
	Iteration 50Q: 3 clusters Score -269251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -269253.687500 Penalty: 2568.188232
	Iteration 51Q: 3 clusters Score -269253.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -269255.312500 Penalty: 2568.188232
	Iteration 52Q: 3 clusters Score -269255.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -269257.062500 Penalty: 2568.188232
	Iteration 53Q: 3 clusters Score -269257.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -269259.187500 Penalty: 2568.188232
	Iteration 54Q: 3 clusters Score -269259.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -269261.687500 Penalty: 2568.188232
	Iteration 55Q: 3 clusters Score -269261.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -269265.812500 Penalty: 2568.188232
	Iteration 56Q: 3 clusters Score -269265.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -269267.031250 Penalty: 2568.188232
	Iteration 57Q: 3 clusters Score -269267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -269267.906250 Penalty: 2568.188232
	Iteration 58Q: 3 clusters Score -269267.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -269269.437500 Penalty: 2568.188232
	Iteration 59Q: 3 clusters Score -269269.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -269269.531250 Penalty: 2568.188232
	Iteration 60F: 3 clusters Score -269269.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -269270.156250 Penalty: 2568.188232
	Iteration 61Q: 3 clusters Score -269270.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -269270.156250 Penalty: 2568.188232
	Iteration 62F: 3 clusters Score -269270.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Entering Unmasked Estep 
Score: -211362.468750 Penalty: 1237.806030
	Iteration 0F: 2 clusters Score -211362.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -209218.031250 Penalty: 2475.612061
	Iteration 0F: 3 clusters Score -209218 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -209645.125000 Penalty: 2475.612061
	Iteration 1F: 3 clusters Score -209645.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -209745.812500 Penalty: 2475.612061
	Iteration 2F: 3 clusters Score -209745.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -209797.562500 Penalty: 2475.612061
	Iteration 3Q: 3 clusters Score -209797.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -209838.218750 Penalty: 2475.612061
	Iteration 4Q: 3 clusters Score -209838.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -209869.937500 Penalty: 2475.612061
	Iteration 5Q: 3 clusters Score -209869.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -209896.296875 Penalty: 2475.612061
	Iteration 6Q: 3 clusters Score -209896.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -209917.875000 Penalty: 2475.612061
	Iteration 7Q: 3 clusters Score -209917.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -209929.890625 Penalty: 2475.612061
	Iteration 8Q: 3 clusters Score -209929.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -209938.640625 Penalty: 2475.612061
	Iteration 9Q: 3 clusters Score -209938.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -209948.062500 Penalty: 2475.612061
	Iteration 10Q: 3 clusters Score -209948.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -209955.109375 Penalty: 2475.612061
	Iteration 11Q: 3 clusters Score -209955.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -209962.078125 Penalty: 2475.612061
	Iteration 12Q: 3 clusters Score -209962.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -209966.234375 Penalty: 2475.612061
	Iteration 13Q: 3 clusters Score -209966.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -209969.375000 Penalty: 2475.612061
	Iteration 14Q: 3 clusters Score -209969.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -209971.187500 Penalty: 2475.612061
	Iteration 15Q: 3 clusters Score -209971.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -209972.562500 Penalty: 2475.612061
	Iteration 16Q: 3 clusters Score -209972.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -209973.734375 Penalty: 2475.612061
	Iteration 17Q: 3 clusters Score -209973.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -209974.453125 Penalty: 2475.612061
	Iteration 18Q: 3 clusters Score -209974.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -209975.359375 Penalty: 2475.612061
	Iteration 19Q: 3 clusters Score -209975.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -209977.015625 Penalty: 2475.612061
	Iteration 20F: 3 clusters Score -209977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -209977.187500 Penalty: 2475.612061
	Iteration 21Q: 3 clusters Score -209977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -209977.875000 Penalty: 2475.612061
	Iteration 22Q: 3 clusters Score -209977.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -209979.640625 Penalty: 2475.612061
	Iteration 23Q: 3 clusters Score -209979.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -209980.875000 Penalty: 2475.612061
	Iteration 24Q: 3 clusters Score -209980.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -209981.828125 Penalty: 2475.612061
	Iteration 25Q: 3 clusters Score -209981.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -209982.609375 Penalty: 2475.612061
	Iteration 26Q: 3 clusters Score -209982.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -209982.609375 Penalty: 2475.612061
	Iteration 27F: 3 clusters Score -209982.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Entering Unmasked Estep 
Score: -329621.218750 Penalty: 1311.522217
	Iteration 0F: 2 clusters Score -329621.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -326730.562500 Penalty: 2623.044434
	Iteration 0F: 3 clusters Score -326730.6 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -327383.718750 Penalty: 2623.044434
	Iteration 1F: 3 clusters Score -327383.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -327534.718750 Penalty: 2623.044434
	Iteration 2F: 3 clusters Score -327534.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -327638.718750 Penalty: 2623.044434
	Iteration 3F: 3 clusters Score -327638.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -327759.781250 Penalty: 2623.044434
	Iteration 4Q: 3 clusters Score -327759.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -327935.906250 Penalty: 2623.044434
	Iteration 5F: 3 clusters Score -327935.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -328154.656250 Penalty: 2623.044434
	Iteration 6F: 3 clusters Score -328154.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -328376.437500 Penalty: 2623.044434
	Iteration 7F: 3 clusters Score -328376.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -328548.906250 Penalty: 2623.044434
	Iteration 8F: 3 clusters Score -328548.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -328674.187500 Penalty: 2623.044434
	Iteration 9Q: 3 clusters Score -328674.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -328745.062500 Penalty: 2623.044434
	Iteration 10Q: 3 clusters Score -328745.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -328785.593750 Penalty: 2623.044434
	Iteration 11Q: 3 clusters Score -328785.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -328808.187500 Penalty: 2623.044434
	Iteration 12Q: 3 clusters Score -328808.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -328822.406250 Penalty: 2623.044434
	Iteration 13Q: 3 clusters Score -328822.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -328837.562500 Penalty: 2623.044434
	Iteration 14Q: 3 clusters Score -328837.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -328854.250000 Penalty: 2623.044434
	Iteration 15Q: 3 clusters Score -328854.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -328860.187500 Penalty: 2623.044434
	Iteration 16Q: 3 clusters Score -328860.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -328866.812500 Penalty: 2623.044434
	Iteration 17Q: 3 clusters Score -328866.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -328870.406250 Penalty: 2623.044434
	Iteration 18Q: 3 clusters Score -328870.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -328872.125000 Penalty: 2623.044434
	Iteration 19Q: 3 clusters Score -328872.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -328872.875000 Penalty: 2623.044434
	Iteration 20F: 3 clusters Score -328872.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -328873.968750 Penalty: 2623.044434
	Iteration 21Q: 3 clusters Score -328874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -328877.625000 Penalty: 2623.044434
	Iteration 22Q: 3 clusters Score -328877.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -328879.625000 Penalty: 2623.044434
	Iteration 23Q: 3 clusters Score -328879.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -328880.312500 Penalty: 2623.044434
	Iteration 24Q: 3 clusters Score -328880.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -328880.281250 Penalty: 2623.044434
	Iteration 25Q: 3 clusters Score -328880.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -328880.718750 Penalty: 2623.044434
	Iteration 26Q: 3 clusters Score -328880.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -328881.968750 Penalty: 2623.044434
	Iteration 27Q: 3 clusters Score -328882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -328884.781250 Penalty: 2623.044434
	Iteration 28Q: 3 clusters Score -328884.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -328887.625000 Penalty: 2623.044434
	Iteration 29Q: 3 clusters Score -328887.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -328890.625000 Penalty: 2623.044434
	Iteration 30Q: 3 clusters Score -328890.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -328891.312500 Penalty: 2623.044434
	Iteration 31Q: 3 clusters Score -328891.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -328891.812500 Penalty: 2623.044434
	Iteration 32Q: 3 clusters Score -328891.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -328892.218750 Penalty: 2623.044434
	Iteration 33Q: 3 clusters Score -328892.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -328893.468750 Penalty: 2623.044434
	Iteration 34Q: 3 clusters Score -328893.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -328893.187500 Penalty: 2623.044434
	Iteration 35Q: 3 clusters Score -328893.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -328893.187500 Penalty: 2623.044434
	Iteration 36F: 3 clusters Score -328893.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Entering Unmasked Estep 
Score: -212054.187500 Penalty: 1232.360474
	Iteration 0F: 2 clusters Score -212054.2 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 1008 members 
Entering Unmasked Estep 
Score: -209949.343750 Penalty: 2464.720947
	Iteration 0F: 3 clusters Score -209949.3 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -210391.562500 Penalty: 2464.720947
	Iteration 1F: 3 clusters Score -210391.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -210500.062500 Penalty: 2464.720947
	Iteration 2F: 3 clusters Score -210500.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -210558.703125 Penalty: 2464.720947
	Iteration 3Q: 3 clusters Score -210558.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -210599.531250 Penalty: 2464.720947
	Iteration 4Q: 3 clusters Score -210599.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -210628.812500 Penalty: 2464.720947
	Iteration 5Q: 3 clusters Score -210628.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -210654.453125 Penalty: 2464.720947
	Iteration 6Q: 3 clusters Score -210654.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -210672.656250 Penalty: 2464.720947
	Iteration 7Q: 3 clusters Score -210672.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -210679.250000 Penalty: 2464.720947
	Iteration 8Q: 3 clusters Score -210679.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -210686.703125 Penalty: 2464.720947
	Iteration 9Q: 3 clusters Score -210686.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -210689.750000 Penalty: 2464.720947
	Iteration 10Q: 3 clusters Score -210689.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -210693.078125 Penalty: 2464.720947
	Iteration 11Q: 3 clusters Score -210693.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -210694.781250 Penalty: 2464.720947
	Iteration 12Q: 3 clusters Score -210694.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -210694.953125 Penalty: 2464.720947
	Iteration 13Q: 3 clusters Score -210695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -210694.953125 Penalty: 2464.720947
	Iteration 14F: 3 clusters Score -210695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Entering Unmasked Estep 
Score: -4092448.000000 Penalty: 1722.743408
	Iteration 0F: 2 clusters Score -4092448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -4065603.250000 Penalty: 3445.486816
	Iteration 0F: 3 clusters Score -4065603 nChanged 18643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -4075991.250000 Penalty: 3445.486816
	Iteration 1F: 3 clusters Score -4075991 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -4076459.000000 Penalty: 3445.486816
	Iteration 2Q: 3 clusters Score -4076459 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -4076999.250000 Penalty: 3445.486816
	Iteration 3Q: 3 clusters Score -4076999 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -4077700.250000 Penalty: 3445.486816
	Iteration 4Q: 3 clusters Score -4077700 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -4078722.250000 Penalty: 3445.486816
	Iteration 5F: 3 clusters Score -4078722 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -4080244.000000 Penalty: 3445.486816
	Iteration 6F: 3 clusters Score -4080244 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -4082313.750000 Penalty: 3445.486816
	Iteration 7F: 3 clusters Score -4082314 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -4084734.750000 Penalty: 3445.486816
	Iteration 8F: 3 clusters Score -4084735 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -4087067.750000 Penalty: 3445.486816
	Iteration 9F: 3 clusters Score -4087068 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -4088751.000000 Penalty: 3445.486816
	Iteration 10Q: 3 clusters Score -4088751 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -4089728.500000 Penalty: 3445.486816
	Iteration 11Q: 3 clusters Score -4089728 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -4090247.250000 Penalty: 3445.486816
	Iteration 12Q: 3 clusters Score -4090247 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -4090535.250000 Penalty: 3445.486816
	Iteration 13Q: 3 clusters Score -4090535 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -4090698.250000 Penalty: 3445.486816
	Iteration 14Q: 3 clusters Score -4090698 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -4090810.250000 Penalty: 3445.486816
	Iteration 15Q: 3 clusters Score -4090810 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -4090863.750000 Penalty: 3445.486816
	Iteration 16Q: 3 clusters Score -4090864 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -4090894.750000 Penalty: 3445.486816
	Iteration 17Q: 3 clusters Score -4090895 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -4090913.250000 Penalty: 3445.486816
	Iteration 18Q: 3 clusters Score -4090913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -4090926.250000 Penalty: 3445.486816
	Iteration 19Q: 3 clusters Score -4090926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -4090928.000000 Penalty: 3445.486816
	Iteration 20F: 3 clusters Score -4090928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -4090934.500000 Penalty: 3445.486816
	Iteration 21Q: 3 clusters Score -4090934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -4090943.500000 Penalty: 3445.486816
	Iteration 22Q: 3 clusters Score -4090944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -4090950.000000 Penalty: 3445.486816
	Iteration 23Q: 3 clusters Score -4090950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -4090953.500000 Penalty: 3445.486816
	Iteration 24Q: 3 clusters Score -4090954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -4090955.000000 Penalty: 3445.486816
	Iteration 25Q: 3 clusters Score -4090955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -4090959.250000 Penalty: 3445.486816
	Iteration 26Q: 3 clusters Score -4090959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -4090956.500000 Penalty: 3445.486816
	Iteration 27Q: 3 clusters Score -4090956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -4090961.250000 Penalty: 3445.486816
	Iteration 28Q: 3 clusters Score -4090961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -4090961.250000 Penalty: 3445.486816
	Iteration 29F: 3 clusters Score -4090961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 164658 members 
Mstep: Class 2 contains 6920 members 
Mstep: Class 3 contains 168451 members 
Mstep: Class 4 contains 118351 members 
Mstep: Class 5 contains 25963 members 
Mstep: Class 6 contains 10168 members 
Mstep: Class 7 contains 3091 members 
Mstep: Class 8 contains 184221 members 
Mstep: Class 9 contains 80712 members 
Mstep: Class 10 contains 141382 members 
Mstep: Class 11 contains 653 members 
Mstep: Class 12 contains 157977 members 
Mstep: Class 13 contains 158115 members 
Mstep: Class 14 contains 2791 members 
Mstep: Class 15 contains 2703 members 
Mstep: Class 17 contains 2033 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 1966 members 
Mstep: Class 20 contains 40195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127949464.000000 Penalty: 48005.996094
Iteration 79Q: 22 clusters Score -1.279495e+08 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 164732 members 
Mstep: Class 2 contains 6912 members 
Mstep: Class 3 contains 168910 members 
Mstep: Class 4 contains 118445 members 
Mstep: Class 5 contains 26120 members 
Mstep: Class 6 contains 10139 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 185430 members 
Mstep: Class 9 contains 80238 members 
Mstep: Class 10 contains 142465 members 
Mstep: Class 11 contains 603 members 
Mstep: Class 12 contains 155499 members 
Mstep: Class 13 contains 158487 members 
Mstep: Class 14 contains 2814 members 
Mstep: Class 15 contains 2718 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 1999 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 1951 members 
Mstep: Class 20 contains 40438 members 
Mstep: Class 21 contains 8729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127953072.000000 Penalty: 48005.996094
Iteration 80F: 22 clusters Score -1.279531e+08 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 164030 members 
Mstep: Class 2 contains 6901 members 
Mstep: Class 3 contains 169238 members 
Mstep: Class 4 contains 118490 members 
Mstep: Class 5 contains 25938 members 
Mstep: Class 6 contains 10123 members 
Mstep: Class 7 contains 2989 members 
Mstep: Class 8 contains 186026 members 
Mstep: Class 9 contains 79662 members 
Mstep: Class 10 contains 143190 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 153683 members 
Mstep: Class 13 contains 158575 members 
Mstep: Class 14 contains 2810 members 
Mstep: Class 15 contains 2761 members 
Mstep: Class 16 contains 4136 members 
Mstep: Class 17 contains 1972 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 40578 members 
Mstep: Class 21 contains 9983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127956216.000000 Penalty: 48005.996094
Iteration 81Q: 22 clusters Score -1.279562e+08 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 163401 members 
Mstep: Class 2 contains 6882 members 
Mstep: Class 3 contains 169440 members 
Mstep: Class 4 contains 118563 members 
Mstep: Class 5 contains 25790 members 
Mstep: Class 6 contains 10128 members 
Mstep: Class 7 contains 2931 members 
Mstep: Class 8 contains 186470 members 
Mstep: Class 9 contains 78957 members 
Mstep: Class 10 contains 143881 members 
Mstep: Class 11 contains 586 members 
Mstep: Class 12 contains 152551 members 
Mstep: Class 13 contains 158591 members 
Mstep: Class 14 contains 2821 members 
Mstep: Class 15 contains 2813 members 
Mstep: Class 16 contains 4324 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 3202 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 40670 members 
Mstep: Class 21 contains 10954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958128.000000 Penalty: 48005.996094
Iteration 82Q: 22 clusters Score -1.279581e+08 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 162872 members 
Mstep: Class 2 contains 6865 members 
Mstep: Class 3 contains 169568 members 
Mstep: Class 4 contains 118640 members 
Mstep: Class 5 contains 25709 members 
Mstep: Class 6 contains 10147 members 
Mstep: Class 7 contains 2875 members 
Mstep: Class 8 contains 186811 members 
Mstep: Class 9 contains 78226 members 
Mstep: Class 10 contains 144479 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 151789 members 
Mstep: Class 13 contains 158574 members 
Mstep: Class 14 contains 2821 members 
Mstep: Class 15 contains 2876 members 
Mstep: Class 16 contains 4486 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 3199 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 40765 members 
Mstep: Class 21 contains 11716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960104.000000 Penalty: 48005.996094
Iteration 83Q: 22 clusters Score -1.279601e+08 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 162525 members 
Mstep: Class 2 contains 6847 members 
Mstep: Class 3 contains 169658 members 
Mstep: Class 4 contains 118713 members 
Mstep: Class 5 contains 25658 members 
Mstep: Class 6 contains 10134 members 
Mstep: Class 7 contains 2833 members 
Mstep: Class 8 contains 187016 members 
Mstep: Class 9 contains 77484 members 
Mstep: Class 10 contains 144888 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 151373 members 
Mstep: Class 13 contains 158494 members 
Mstep: Class 14 contains 2832 members 
Mstep: Class 15 contains 2936 members 
Mstep: Class 16 contains 4626 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 3197 members 
Mstep: Class 19 contains 1867 members 
Mstep: Class 20 contains 40850 members 
Mstep: Class 21 contains 12397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961200.000000 Penalty: 48005.996094
Iteration 84Q: 22 clusters Score -1.279612e+08 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 162313 members 
Mstep: Class 2 contains 6838 members 
Mstep: Class 3 contains 169706 members 
Mstep: Class 4 contains 118783 members 
Mstep: Class 5 contains 25631 members 
Mstep: Class 6 contains 10104 members 
Mstep: Class 7 contains 2774 members 
Mstep: Class 8 contains 187121 members 
Mstep: Class 9 contains 76813 members 
Mstep: Class 10 contains 145162 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 151243 members 
Mstep: Class 13 contains 158401 members 
Mstep: Class 14 contains 2835 members 
Mstep: Class 15 contains 2979 members 
Mstep: Class 16 contains 4755 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 3198 members 
Mstep: Class 19 contains 1840 members 
Mstep: Class 20 contains 40891 members 
Mstep: Class 21 contains 12965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127962256.000000 Penalty: 48005.996094
Iteration 85Q: 22 clusters Score -1.279623e+08 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 162178 members 
Mstep: Class 2 contains 6824 members 
Mstep: Class 3 contains 169731 members 
Mstep: Class 4 contains 118856 members 
Mstep: Class 5 contains 25621 members 
Mstep: Class 6 contains 10073 members 
Mstep: Class 7 contains 2719 members 
Mstep: Class 8 contains 187161 members 
Mstep: Class 9 contains 76003 members 
Mstep: Class 10 contains 145316 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 151495 members 
Mstep: Class 13 contains 158300 members 
Mstep: Class 14 contains 2850 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 4873 members 
Mstep: Class 17 contains 1877 members 
Mstep: Class 18 contains 3197 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 40906 members 
Mstep: Class 21 contains 13427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127963184.000000 Penalty: 48005.996094
Iteration 86Q: 22 clusters Score -1.279632e+08 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 162096 members 
Mstep: Class 2 contains 6814 members 
Mstep: Class 3 contains 169683 members 
Mstep: Class 4 contains 118898 members 
Mstep: Class 5 contains 25588 members 
Mstep: Class 6 contains 10035 members 
Mstep: Class 7 contains 2677 members 
Mstep: Class 8 contains 187075 members 
Mstep: Class 9 contains 75281 members 
Mstep: Class 10 contains 145354 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 152141 members 
Mstep: Class 13 contains 158154 members 
Mstep: Class 14 contains 2852 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 4991 members 
Mstep: Class 17 contains 1858 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 40902 members 
Mstep: Class 21 contains 13773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127964008.000000 Penalty: 48005.996094
Iteration 87Q: 22 clusters Score -1.27964e+08 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 162034 members 
Mstep: Class 2 contains 6806 members 
Mstep: Class 3 contains 169636 members 
Mstep: Class 4 contains 118945 members 
Mstep: Class 5 contains 25569 members 
Mstep: Class 6 contains 9990 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 8 contains 186779 members 
Mstep: Class 9 contains 74610 members 
Mstep: Class 10 contains 145300 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 153127 members 
Mstep: Class 13 contains 158003 members 
Mstep: Class 14 contains 2853 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 5103 members 
Mstep: Class 17 contains 1844 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 1790 members 
Mstep: Class 20 contains 40881 members 
Mstep: Class 21 contains 14061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127964808.000000 Penalty: 48005.996094
Iteration 88Q: 22 clusters Score -1.279648e+08 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 161889 members 
Mstep: Class 2 contains 6805 members 
Mstep: Class 3 contains 169558 members 
Mstep: Class 4 contains 118966 members 
Mstep: Class 5 contains 25554 members 
Mstep: Class 6 contains 9964 members 
Mstep: Class 7 contains 2591 members 
Mstep: Class 8 contains 186428 members 
Mstep: Class 9 contains 74037 members 
Mstep: Class 10 contains 145183 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 154314 members 
Mstep: Class 13 contains 157844 members 
Mstep: Class 14 contains 2849 members 
Mstep: Class 15 contains 3144 members 
Mstep: Class 16 contains 5218 members 
Mstep: Class 17 contains 1835 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 1761 members 
Mstep: Class 20 contains 40845 members 
Mstep: Class 21 contains 14268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127965784.000000 Penalty: 48005.996094
Iteration 89Q: 22 clusters Score -1.279658e+08 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 161700 members 
Mstep: Class 2 contains 6799 members 
Mstep: Class 3 contains 169431 members 
Mstep: Class 4 contains 119003 members 
Mstep: Class 5 contains 25549 members 
Mstep: Class 6 contains 9963 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 186044 members 
Mstep: Class 9 contains 73525 members 
Mstep: Class 10 contains 145039 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 155658 members 
Mstep: Class 13 contains 157650 members 
Mstep: Class 14 contains 2843 members 
Mstep: Class 15 contains 3182 members 
Mstep: Class 16 contains 5330 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 40808 members 
Mstep: Class 21 contains 14437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127966280.000000 Penalty: 48005.996094
Iteration 90Q: 22 clusters Score -1.279663e+08 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 161501 members 
Mstep: Class 2 contains 6795 members 
Mstep: Class 3 contains 169310 members 
Mstep: Class 4 contains 119006 members 
Mstep: Class 5 contains 25574 members 
Mstep: Class 6 contains 9964 members 
Mstep: Class 7 contains 2487 members 
Mstep: Class 8 contains 185589 members 
Mstep: Class 9 contains 73108 members 
Mstep: Class 10 contains 144870 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 157083 members 
Mstep: Class 13 contains 157461 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 3195 members 
Mstep: Class 16 contains 5420 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 3202 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 40769 members 
Mstep: Class 21 contains 14563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127966160.000000 Penalty: 48005.996094
Iteration 91Q: 22 clusters Score -1.279662e+08 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 161315 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 169184 members 
Mstep: Class 4 contains 118999 members 
Mstep: Class 5 contains 25609 members 
Mstep: Class 6 contains 9951 members 
Mstep: Class 7 contains 2440 members 
Mstep: Class 8 contains 185119 members 
Mstep: Class 9 contains 72696 members 
Mstep: Class 10 contains 144716 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 158569 members 
Mstep: Class 13 contains 157269 members 
Mstep: Class 14 contains 2848 members 
Mstep: Class 15 contains 3209 members 
Mstep: Class 16 contains 5495 members 
Mstep: Class 17 contains 1809 members 
Mstep: Class 18 contains 3202 members 
Mstep: Class 19 contains 1671 members 
Mstep: Class 20 contains 40723 members 
Mstep: Class 21 contains 14636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2284.508789 but Gain 2286.000000
Score: -127966960.000000 Penalty: 45719.996094
Iteration 92Q: 21 clusters Score -1.27967e+08 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 161367 members 
Mstep: Class 2 contains 6792 members 
Mstep: Class 3 contains 169140 members 
Mstep: Class 4 contains 118977 members 
Mstep: Class 5 contains 25653 members 
Mstep: Class 6 contains 10004 members 
Mstep: Class 7 contains 2410 members 
Mstep: Class 8 contains 184794 members 
Mstep: Class 9 contains 72928 members 
Mstep: Class 10 contains 144626 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 160270 members 
Mstep: Class 13 contains 157266 members 
Mstep: Class 14 contains 2849 members 
Mstep: Class 15 contains 3232 members 
Mstep: Class 16 contains 5556 members 
Mstep: Class 17 contains 1803 members 
Mstep: Class 18 contains 3203 members 
Mstep: Class 20 contains 40705 members 
Mstep: Class 21 contains 14678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968728.000000 Penalty: 45719.996094
Iteration 93Q: 21 clusters Score -1.279687e+08 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 161129 members 
Mstep: Class 2 contains 6787 members 
Mstep: Class 3 contains 168968 members 
Mstep: Class 4 contains 118936 members 
Mstep: Class 5 contains 25714 members 
Mstep: Class 6 contains 9985 members 
Mstep: Class 7 contains 2358 members 
Mstep: Class 8 contains 184143 members 
Mstep: Class 9 contains 72827 members 
Mstep: Class 10 contains 144355 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 162027 members 
Mstep: Class 13 contains 156992 members 
Mstep: Class 14 contains 2850 members 
Mstep: Class 15 contains 3245 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 1795 members 
Mstep: Class 18 contains 3202 members 
Mstep: Class 20 contains 40652 members 
Mstep: Class 21 contains 14675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968592.000000 Penalty: 45719.996094
Iteration 94Q: 21 clusters Score -1.279686e+08 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 160962 members 
Mstep: Class 2 contains 6785 members 
Mstep: Class 3 contains 168765 members 
Mstep: Class 4 contains 118889 members 
Mstep: Class 5 contains 25768 members 
Mstep: Class 6 contains 9955 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 183489 members 
Mstep: Class 9 contains 72782 members 
Mstep: Class 10 contains 144043 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 163721 members 
Mstep: Class 13 contains 156751 members 
Mstep: Class 14 contains 2850 members 
Mstep: Class 15 contains 3251 members 
Mstep: Class 16 contains 5671 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 20 contains 40616 members 
Mstep: Class 21 contains 14676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968440.000000 Penalty: 45719.996094
Iteration 95Q: 21 clusters Score -1.279684e+08 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 160830 members 
Mstep: Class 2 contains 6776 members 
Mstep: Class 3 contains 168578 members 
Mstep: Class 4 contains 118837 members 
Mstep: Class 5 contains 25807 members 
Mstep: Class 6 contains 9935 members 
Mstep: Class 7 contains 2248 members 
Mstep: Class 8 contains 182821 members 
Mstep: Class 9 contains 72709 members 
Mstep: Class 10 contains 143666 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 165517 members 
Mstep: Class 13 contains 156502 members 
Mstep: Class 14 contains 2853 members 
Mstep: Class 15 contains 3266 members 
Mstep: Class 16 contains 5715 members 
Mstep: Class 17 contains 1773 members 
Mstep: Class 18 contains 3198 members 
Mstep: Class 20 contains 40559 members 
Mstep: Class 21 contains 14668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968016.000000 Penalty: 45719.996094
Iteration 96Q: 21 clusters Score -1.27968e+08 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 160659 members 
Mstep: Class 2 contains 6769 members 
Mstep: Class 3 contains 168385 members 
Mstep: Class 4 contains 118783 members 
Mstep: Class 5 contains 25818 members 
Mstep: Class 6 contains 9898 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 182197 members 
Mstep: Class 9 contains 72690 members 
Mstep: Class 10 contains 143285 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 167240 members 
Mstep: Class 13 contains 156285 members 
Mstep: Class 14 contains 2850 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 5772 members 
Mstep: Class 17 contains 1765 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 20 contains 40512 members 
Mstep: Class 21 contains 14671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127967616.000000 Penalty: 45719.996094
Iteration 97Q: 21 clusters Score -1.279676e+08 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 160512 members 
Mstep: Class 2 contains 6764 members 
Mstep: Class 3 contains 168197 members 
Mstep: Class 4 contains 118704 members 
Mstep: Class 5 contains 25819 members 
Mstep: Class 6 contains 9860 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 181559 members 
Mstep: Class 9 contains 72745 members 
Mstep: Class 10 contains 142947 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 168833 members 
Mstep: Class 13 contains 156134 members 
Mstep: Class 14 contains 2845 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 16 contains 5831 members 
Mstep: Class 17 contains 1755 members 
Mstep: Class 18 contains 3202 members 
Mstep: Class 20 contains 40453 members 
Mstep: Class 21 contains 14656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127967256.000000 Penalty: 45719.996094
Iteration 98Q: 21 clusters Score -1.279673e+08 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 160353 members 
Mstep: Class 2 contains 6759 members 
Mstep: Class 3 contains 168011 members 
Mstep: Class 4 contains 118606 members 
Mstep: Class 5 contains 25854 members 
Mstep: Class 6 contains 9822 members 
Mstep: Class 7 contains 2093 members 
Mstep: Class 8 contains 180937 members 
Mstep: Class 9 contains 72826 members 
Mstep: Class 10 contains 142619 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 170404 members 
Mstep: Class 13 contains 155978 members 
Mstep: Class 14 contains 2837 members 
Mstep: Class 15 contains 3313 members 
Mstep: Class 16 contains 5879 members 
Mstep: Class 17 contains 1745 members 
Mstep: Class 18 contains 3206 members 
Mstep: Class 20 contains 40372 members 
Mstep: Class 21 contains 14644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127967128.000000 Penalty: 45719.996094
Iteration 99Q: 21 clusters Score -1.279671e+08 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 160167 members 
Mstep: Class 2 contains 6758 members 
Mstep: Class 3 contains 167881 members 
Mstep: Class 4 contains 118504 members 
Mstep: Class 5 contains 25904 members 
Mstep: Class 6 contains 9787 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 180330 members 
Mstep: Class 9 contains 72947 members 
Mstep: Class 10 contains 142304 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 171882 members 
Mstep: Class 13 contains 155791 members 
Mstep: Class 14 contains 2825 members 
Mstep: Class 15 contains 3331 members 
Mstep: Class 16 contains 5926 members 
Mstep: Class 17 contains 1741 members 
Mstep: Class 18 contains 3210 members 
Mstep: Class 20 contains 40278 members 
Mstep: Class 21 contains 14630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127967072.000000 Penalty: 45719.996094
Iteration 100F: 21 clusters Score -1.279671e+08 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 160006 members 
Mstep: Class 2 contains 6750 members 
Mstep: Class 3 contains 167800 members 
Mstep: Class 4 contains 118430 members 
Mstep: Class 5 contains 25947 members 
Mstep: Class 6 contains 9738 members 
Mstep: Class 7 contains 2027 members 
Mstep: Class 8 contains 179782 members 
Mstep: Class 9 contains 73150 members 
Mstep: Class 10 contains 141981 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 173156 members 
Mstep: Class 13 contains 155595 members 
Mstep: Class 14 contains 2823 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 5967 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 3211 members 
Mstep: Class 20 contains 40205 members 
Mstep: Class 21 contains 14601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127966568.000000 Penalty: 45719.996094
Iteration 101Q: 21 clusters Score -1.279666e+08 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159856 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 167725 members 
Mstep: Class 4 contains 118355 members 
Mstep: Class 5 contains 25983 members 
Mstep: Class 6 contains 9705 members 
Mstep: Class 7 contains 2000 members 
Mstep: Class 8 contains 179254 members 
Mstep: Class 9 contains 73394 members 
Mstep: Class 10 contains 141719 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 174248 members 
Mstep: Class 13 contains 155432 members 
Mstep: Class 14 contains 2826 members 
Mstep: Class 15 contains 3375 members 
Mstep: Class 16 contains 6013 members 
Mstep: Class 17 contains 1731 members 
Mstep: Class 18 contains 3207 members 
Mstep: Class 20 contains 40146 members 
Mstep: Class 21 contains 14547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127966416.000000 Penalty: 45719.996094
Iteration 102Q: 21 clusters Score -1.279664e+08 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159741 members 
Mstep: Class 2 contains 6739 members 
Mstep: Class 3 contains 167661 members 
Mstep: Class 4 contains 118268 members 
Mstep: Class 5 contains 26011 members 
Mstep: Class 6 contains 9693 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 178810 members 
Mstep: Class 9 contains 73670 members 
Mstep: Class 10 contains 141493 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 175049 members 
Mstep: Class 13 contains 155328 members 
Mstep: Class 14 contains 2823 members 
Mstep: Class 15 contains 3384 members 
Mstep: Class 16 contains 6065 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 3204 members 
Mstep: Class 20 contains 40112 members 
Mstep: Class 21 contains 14514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127965944.000000 Penalty: 45719.996094
Iteration 103Q: 21 clusters Score -1.279659e+08 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159612 members 
Mstep: Class 2 contains 6736 members 
Mstep: Class 3 contains 167633 members 
Mstep: Class 4 contains 118186 members 
Mstep: Class 5 contains 26066 members 
Mstep: Class 6 contains 9672 members 
Mstep: Class 7 contains 1950 members 
Mstep: Class 8 contains 178452 members 
Mstep: Class 9 contains 73965 members 
Mstep: Class 10 contains 141283 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 175703 members 
Mstep: Class 13 contains 155243 members 
Mstep: Class 14 contains 2821 members 
Mstep: Class 15 contains 3389 members 
Mstep: Class 16 contains 6111 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 20 contains 40051 members 
Mstep: Class 21 contains 14481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2273.307617 but Gain 2286.000000
Score: -127965872.000000 Penalty: 43433.996094
Iteration 104Q: 20 clusters Score -1.279659e+08 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159663 members 
Mstep: Class 2 contains 6738 members 
Mstep: Class 3 contains 167675 members 
Mstep: Class 4 contains 118123 members 
Mstep: Class 5 contains 26119 members 
Mstep: Class 6 contains 9645 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 179411 members 
Mstep: Class 9 contains 74257 members 
Mstep: Class 10 contains 141167 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 176239 members 
Mstep: Class 13 contains 155284 members 
Mstep: Class 14 contains 2819 members 
Mstep: Class 15 contains 3382 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 18 contains 3199 members 
Mstep: Class 20 contains 40014 members 
Mstep: Class 21 contains 14452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127967984.000000 Penalty: 43433.996094
Iteration 105Q: 20 clusters Score -1.27968e+08 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159419 members 
Mstep: Class 2 contains 6730 members 
Mstep: Class 3 contains 167693 members 
Mstep: Class 4 contains 118014 members 
Mstep: Class 5 contains 26189 members 
Mstep: Class 6 contains 9630 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 179401 members 
Mstep: Class 9 contains 74499 members 
Mstep: Class 10 contains 140947 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 176646 members 
Mstep: Class 13 contains 155216 members 
Mstep: Class 14 contains 2810 members 
Mstep: Class 15 contains 3377 members 
Mstep: Class 16 contains 6164 members 
Mstep: Class 18 contains 3198 members 
Mstep: Class 20 contains 39974 members 
Mstep: Class 21 contains 14442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127967464.000000 Penalty: 43433.996094
Iteration 106Q: 20 clusters Score -1.279675e+08 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159205 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 167714 members 
Mstep: Class 4 contains 117943 members 
Mstep: Class 5 contains 26244 members 
Mstep: Class 6 contains 9607 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 179379 members 
Mstep: Class 9 contains 74746 members 
Mstep: Class 10 contains 140747 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 176985 members 
Mstep: Class 13 contains 155146 members 
Mstep: Class 14 contains 2806 members 
Mstep: Class 15 contains 3383 members 
Mstep: Class 16 contains 6189 members 
Mstep: Class 18 contains 3197 members 
Mstep: Class 20 contains 39927 members 
Mstep: Class 21 contains 14422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127967688.000000 Penalty: 43433.996094
Iteration 107Q: 20 clusters Score -1.279677e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159079 members 
Mstep: Class 2 contains 6720 members 
Mstep: Class 3 contains 167704 members 
Mstep: Class 4 contains 117880 members 
Mstep: Class 5 contains 26307 members 
Mstep: Class 6 contains 9570 members 
Mstep: Class 7 contains 1868 members 
Mstep: Class 8 contains 179369 members 
Mstep: Class 9 contains 74995 members 
Mstep: Class 10 contains 140604 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 177200 members 
Mstep: Class 13 contains 155066 members 
Mstep: Class 14 contains 2800 members 
Mstep: Class 15 contains 3386 members 
Mstep: Class 16 contains 6218 members 
Mstep: Class 18 contains 3196 members 
Mstep: Class 20 contains 39887 members 
Mstep: Class 21 contains 14410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127967808.000000 Penalty: 43433.996094
Iteration 108Q: 20 clusters Score -1.279678e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 158977 members 
Mstep: Class 2 contains 6713 members 
Mstep: Class 3 contains 167693 members 
Mstep: Class 4 contains 117834 members 
Mstep: Class 5 contains 26365 members 
Mstep: Class 6 contains 9530 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 179352 members 
Mstep: Class 9 contains 75229 members 
Mstep: Class 10 contains 140512 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 177319 members 
Mstep: Class 13 contains 154994 members 
Mstep: Class 14 contains 2795 members 
Mstep: Class 15 contains 3388 members 
Mstep: Class 16 contains 6247 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 20 contains 39872 members 
Mstep: Class 21 contains 14407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127967944.000000 Penalty: 43433.996094
Iteration 109Q: 20 clusters Score -1.279679e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 158884 members 
Mstep: Class 2 contains 6709 members 
Mstep: Class 3 contains 167708 members 
Mstep: Class 4 contains 117771 members 
Mstep: Class 5 contains 26417 members 
Mstep: Class 6 contains 9496 members 
Mstep: Class 7 contains 1816 members 
Mstep: Class 8 contains 179392 members 
Mstep: Class 9 contains 75439 members 
Mstep: Class 10 contains 140415 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 177365 members 
Mstep: Class 13 contains 154940 members 
Mstep: Class 14 contains 2793 members 
Mstep: Class 15 contains 3394 members 
Mstep: Class 16 contains 6279 members 
Mstep: Class 18 contains 3192 members 
Mstep: Class 20 contains 39861 members 
Mstep: Class 21 contains 14389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127967968.000000 Penalty: 43433.996094
Iteration 110Q: 20 clusters Score -1.27968e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 158803 members 
Mstep: Class 2 contains 6707 members 
Mstep: Class 3 contains 167721 members 
Mstep: Class 4 contains 117716 members 
Mstep: Class 5 contains 26453 members 
Mstep: Class 6 contains 9482 members 
Mstep: Class 7 contains 1798 members 
Mstep: Class 8 contains 179444 members 
Mstep: Class 9 contains 75597 members 
Mstep: Class 10 contains 140335 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 177371 members 
Mstep: Class 13 contains 154897 members 
Mstep: Class 14 contains 2793 members 
Mstep: Class 15 contains 3398 members 
Mstep: Class 16 contains 6308 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 20 contains 39859 members 
Mstep: Class 21 contains 14385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968088.000000 Penalty: 43433.996094
Iteration 111Q: 20 clusters Score -1.279681e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 158797 members 
Mstep: Class 2 contains 6703 members 
Mstep: Class 3 contains 167762 members 
Mstep: Class 4 contains 117649 members 
Mstep: Class 5 contains 26476 members 
Mstep: Class 6 contains 9457 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 179487 members 
Mstep: Class 9 contains 75747 members 
Mstep: Class 10 contains 140272 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 177319 members 
Mstep: Class 13 contains 154851 members 
Mstep: Class 14 contains 2790 members 
Mstep: Class 15 contains 3401 members 
Mstep: Class 16 contains 6335 members 
Mstep: Class 18 contains 3194 members 
Mstep: Class 20 contains 39850 members 
Mstep: Class 21 contains 14387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968240.000000 Penalty: 43433.996094
Iteration 112Q: 20 clusters Score -1.279682e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 158819 members 
Mstep: Class 2 contains 6699 members 
Mstep: Class 3 contains 167780 members 
Mstep: Class 4 contains 117590 members 
Mstep: Class 5 contains 26496 members 
Mstep: Class 6 contains 9445 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 179547 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 140225 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 177249 members 
Mstep: Class 13 contains 154786 members 
Mstep: Class 14 contains 2791 members 
Mstep: Class 15 contains 3401 members 
Mstep: Class 16 contains 6365 members 
Mstep: Class 18 contains 3194 members 
Mstep: Class 20 contains 39841 members 
Mstep: Class 21 contains 14382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968288.000000 Penalty: 43433.996094
Iteration 113Q: 20 clusters Score -1.279683e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 158822 members 
Mstep: Class 2 contains 6694 members 
Mstep: Class 3 contains 167810 members 
Mstep: Class 4 contains 117541 members 
Mstep: Class 5 contains 26521 members 
Mstep: Class 6 contains 9433 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 179600 members 
Mstep: Class 9 contains 75991 members 
Mstep: Class 10 contains 140190 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 177188 members 
Mstep: Class 13 contains 154729 members 
Mstep: Class 14 contains 2791 members 
Mstep: Class 15 contains 3393 members 
Mstep: Class 16 contains 6397 members 
Mstep: Class 18 contains 3194 members 
Mstep: Class 20 contains 39829 members 
Mstep: Class 21 contains 14384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968472.000000 Penalty: 43433.996094
Iteration 114Q: 20 clusters Score -1.279685e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 158832 members 
Mstep: Class 2 contains 6690 members 
Mstep: Class 3 contains 167846 members 
Mstep: Class 4 contains 117485 members 
Mstep: Class 5 contains 26522 members 
Mstep: Class 6 contains 9424 members 
Mstep: Class 7 contains 1732 members 
Mstep: Class 8 contains 179676 members 
Mstep: Class 9 contains 76134 members 
Mstep: Class 10 contains 140146 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 177080 members 
Mstep: Class 13 contains 154676 members 
Mstep: Class 14 contains 2795 members 
Mstep: Class 15 contains 3396 members 
Mstep: Class 16 contains 6427 members 
Mstep: Class 18 contains 3194 members 
Mstep: Class 20 contains 39821 members 
Mstep: Class 21 contains 14381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968464.000000 Penalty: 43433.996094
Iteration 115Q: 20 clusters Score -1.279685e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 158832 members 
Mstep: Class 2 contains 6683 members 
Mstep: Class 3 contains 167889 members 
Mstep: Class 4 contains 117438 members 
Mstep: Class 5 contains 26526 members 
Mstep: Class 6 contains 9408 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 179741 members 
Mstep: Class 9 contains 76233 members 
Mstep: Class 10 contains 140115 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 176971 members 
Mstep: Class 13 contains 154649 members 
Mstep: Class 14 contains 2793 members 
Mstep: Class 15 contains 3401 members 
Mstep: Class 16 contains 6452 members 
Mstep: Class 18 contains 3194 members 
Mstep: Class 20 contains 39819 members 
Mstep: Class 21 contains 14388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968560.000000 Penalty: 43433.996094
Iteration 116Q: 20 clusters Score -1.279686e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 158841 members 
Mstep: Class 2 contains 6679 members 
Mstep: Class 3 contains 167922 members 
Mstep: Class 4 contains 117396 members 
Mstep: Class 5 contains 26524 members 
Mstep: Class 6 contains 9389 members 
Mstep: Class 7 contains 1712 members 
Mstep: Class 8 contains 179840 members 
Mstep: Class 9 contains 76316 members 
Mstep: Class 10 contains 140092 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 176855 members 
Mstep: Class 13 contains 154613 members 
Mstep: Class 14 contains 2794 members 
Mstep: Class 15 contains 3406 members 
Mstep: Class 16 contains 6481 members 
Mstep: Class 18 contains 3194 members 
Mstep: Class 20 contains 39809 members 
Mstep: Class 21 contains 14392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968664.000000 Penalty: 43433.996094
Iteration 117Q: 20 clusters Score -1.279687e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 158858 members 
Mstep: Class 2 contains 6676 members 
Mstep: Class 3 contains 167942 members 
Mstep: Class 4 contains 117348 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 9384 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 179947 members 
Mstep: Class 9 contains 76374 members 
Mstep: Class 10 contains 140072 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 176735 members 
Mstep: Class 13 contains 154567 members 
Mstep: Class 14 contains 2792 members 
Mstep: Class 15 contains 3411 members 
Mstep: Class 16 contains 6516 members 
Mstep: Class 18 contains 3194 members 
Mstep: Class 20 contains 39809 members 
Mstep: Class 21 contains 14401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968680.000000 Penalty: 43433.996094
Iteration 118Q: 20 clusters Score -1.279687e+08 nChanged 755
Entering ConstructFrom: 
Score: -127968680.000000 Penalty: 43433.996094
Entering ConstructFrom: 
Trying to split cluster 1 (158885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158885 members 
Entering Unmasked Estep 
Score: -15990840.000000 Penalty: 1946.089600
	Iteration 0F: 2 clusters Score -1.599084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 79605 members 
Entering Unmasked Estep 
Score: -15885612.000000 Penalty: 3892.179199
	Iteration 0F: 3 clusters Score -1.588561e+07 nChanged 76818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75888 members 
Mstep: Class 2 contains 82997 members 
Entering Unmasked Estep 
Score: -15931320.000000 Penalty: 3892.179199
	Iteration 1F: 3 clusters Score -1.593132e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 85134 members 
Entering Unmasked Estep 
Score: -15932952.000000 Penalty: 3892.179199
	Iteration 2Q: 3 clusters Score -1.593295e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70566 members 
Mstep: Class 2 contains 88319 members 
Entering Unmasked Estep 
Score: -15935330.000000 Penalty: 3892.179199
	Iteration 3Q: 3 clusters Score -1.593533e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66227 members 
Mstep: Class 2 contains 92658 members 
Entering Unmasked Estep 
Score: -15939306.000000 Penalty: 3892.179199
	Iteration 4Q: 3 clusters Score -1.593931e+07 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 98175 members 
Entering Unmasked Estep 
Score: -15946368.000000 Penalty: 3892.179199
	Iteration 5F: 3 clusters Score -1.594637e+07 nChanged 11457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 103734 members 
Entering Unmasked Estep 
Score: -15956402.000000 Penalty: 3892.179199
	Iteration 6F: 3 clusters Score -1.59564e+07 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 107676 members 
Entering Unmasked Estep 
Score: -15965093.000000 Penalty: 3892.179199
	Iteration 7F: 3 clusters Score -1.596509e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 109872 members 
Entering Unmasked Estep 
Score: -15969375.000000 Penalty: 3892.179199
	Iteration 8F: 3 clusters Score -1.596938e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 111646 members 
Entering Unmasked Estep 
Score: -15971374.000000 Penalty: 3892.179199
	Iteration 9Q: 3 clusters Score -1.597137e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 113277 members 
Entering Unmasked Estep 
Score: -15972686.000000 Penalty: 3892.179199
	Iteration 10Q: 3 clusters Score -1.597269e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 114923 members 
Entering Unmasked Estep 
Score: -15974021.000000 Penalty: 3892.179199
	Iteration 11Q: 3 clusters Score -1.597402e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 116530 members 
Entering Unmasked Estep 
Score: -15975475.000000 Penalty: 3892.179199
	Iteration 12Q: 3 clusters Score -1.597548e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 118093 members 
Entering Unmasked Estep 
Score: -15976961.000000 Penalty: 3892.179199
	Iteration 13Q: 3 clusters Score -1.597696e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 119591 members 
Entering Unmasked Estep 
Score: -15978420.000000 Penalty: 3892.179199
	Iteration 14Q: 3 clusters Score -1.597842e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 121082 members 
Entering Unmasked Estep 
Score: -15979884.000000 Penalty: 3892.179199
	Iteration 15Q: 3 clusters Score -1.597988e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 122516 members 
Entering Unmasked Estep 
Score: -15981276.000000 Penalty: 3892.179199
	Iteration 16Q: 3 clusters Score -1.598128e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 123903 members 
Entering Unmasked Estep 
Score: -15982504.000000 Penalty: 3892.179199
	Iteration 17Q: 3 clusters Score -1.59825e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 125269 members 
Entering Unmasked Estep 
Score: -15983659.000000 Penalty: 3892.179199
	Iteration 18Q: 3 clusters Score -1.598366e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 126488 members 
Entering Unmasked Estep 
Score: -15984503.000000 Penalty: 3892.179199
	Iteration 19Q: 3 clusters Score -1.59845e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 127627 members 
Entering Unmasked Estep 
Score: -15985282.000000 Penalty: 3892.179199
	Iteration 20F: 3 clusters Score -1.598528e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 128657 members 
Entering Unmasked Estep 
Score: -15985950.000000 Penalty: 3892.179199
	Iteration 21Q: 3 clusters Score -1.598595e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 129582 members 
Entering Unmasked Estep 
Score: -15986325.000000 Penalty: 3892.179199
	Iteration 22Q: 3 clusters Score -1.598632e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 130473 members 
Entering Unmasked Estep 
Score: -15986796.000000 Penalty: 3892.179199
	Iteration 23Q: 3 clusters Score -1.59868e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 131332 members 
Entering Unmasked Estep 
Score: -15987152.000000 Penalty: 3892.179199
	Iteration 24Q: 3 clusters Score -1.598715e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 132150 members 
Entering Unmasked Estep 
Score: -15987470.000000 Penalty: 3892.179199
	Iteration 25Q: 3 clusters Score -1.598747e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 132837 members 
Entering Unmasked Estep 
Score: -15987664.000000 Penalty: 3892.179199
	Iteration 26Q: 3 clusters Score -1.598766e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 133504 members 
Entering Unmasked Estep 
Score: -15987842.000000 Penalty: 3892.179199
	Iteration 27Q: 3 clusters Score -1.598784e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 134102 members 
Entering Unmasked Estep 
Score: -15987954.000000 Penalty: 3892.179199
	Iteration 28Q: 3 clusters Score -1.598795e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 134668 members 
Entering Unmasked Estep 
Score: -15988037.000000 Penalty: 3892.179199
	Iteration 29Q: 3 clusters Score -1.598804e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 135214 members 
Entering Unmasked Estep 
Score: -15988153.000000 Penalty: 3892.179199
	Iteration 30Q: 3 clusters Score -1.598815e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 135749 members 
Entering Unmasked Estep 
Score: -15988290.000000 Penalty: 3892.179199
	Iteration 31Q: 3 clusters Score -1.598829e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 136272 members 
Entering Unmasked Estep 
Score: -15988451.000000 Penalty: 3892.179199
	Iteration 32Q: 3 clusters Score -1.598845e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 136774 members 
Entering Unmasked Estep 
Score: -15988529.000000 Penalty: 3892.179199
	Iteration 33Q: 3 clusters Score -1.598853e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 137237 members 
Entering Unmasked Estep 
Score: -15988594.000000 Penalty: 3892.179199
	Iteration 34Q: 3 clusters Score -1.598859e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 137691 members 
Entering Unmasked Estep 
Score: -15988680.000000 Penalty: 3892.179199
	Iteration 35Q: 3 clusters Score -1.598868e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 138107 members 
Entering Unmasked Estep 
Score: -15988732.000000 Penalty: 3892.179199
	Iteration 36Q: 3 clusters Score -1.598873e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 138528 members 
Entering Unmasked Estep 
Score: -15988834.000000 Penalty: 3892.179199
	Iteration 37Q: 3 clusters Score -1.598883e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 138953 members 
Entering Unmasked Estep 
Score: -15988955.000000 Penalty: 3892.179199
	Iteration 38Q: 3 clusters Score -1.598896e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 139321 members 
Entering Unmasked Estep 
Score: -15989015.000000 Penalty: 3892.179199
	Iteration 39Q: 3 clusters Score -1.598902e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 139687 members 
Entering Unmasked Estep 
Score: -15989108.000000 Penalty: 3892.179199
	Iteration 40F: 3 clusters Score -1.598911e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 140017 members 
Entering Unmasked Estep 
Score: -15989172.000000 Penalty: 3892.179199
	Iteration 41Q: 3 clusters Score -1.598917e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 140366 members 
Entering Unmasked Estep 
Score: -15989239.000000 Penalty: 3892.179199
	Iteration 42Q: 3 clusters Score -1.598924e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 140678 members 
Entering Unmasked Estep 
Score: -15989270.000000 Penalty: 3892.179199
	Iteration 43Q: 3 clusters Score -1.598927e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 140983 members 
Entering Unmasked Estep 
Score: -15989361.000000 Penalty: 3892.179199
	Iteration 44Q: 3 clusters Score -1.598936e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 141262 members 
Entering Unmasked Estep 
Score: -15989391.000000 Penalty: 3892.179199
	Iteration 45Q: 3 clusters Score -1.598939e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 141513 members 
Entering Unmasked Estep 
Score: -15989428.000000 Penalty: 3892.179199
	Iteration 46Q: 3 clusters Score -1.598943e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 141749 members 
Entering Unmasked Estep 
Score: -15989454.000000 Penalty: 3892.179199
	Iteration 47Q: 3 clusters Score -1.598945e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 141979 members 
Entering Unmasked Estep 
Score: -15989527.000000 Penalty: 3892.179199
	Iteration 48Q: 3 clusters Score -1.598953e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 142181 members 
Entering Unmasked Estep 
Score: -15989541.000000 Penalty: 3892.179199
	Iteration 49Q: 3 clusters Score -1.598954e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 142379 members 
Entering Unmasked Estep 
Score: -15989559.000000 Penalty: 3892.179199
	Iteration 50Q: 3 clusters Score -1.598956e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 142574 members 
Entering Unmasked Estep 
Score: -15989575.000000 Penalty: 3892.179199
	Iteration 51Q: 3 clusters Score -1.598958e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 142760 members 
Entering Unmasked Estep 
Score: -15989588.000000 Penalty: 3892.179199
	Iteration 52Q: 3 clusters Score -1.598959e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 142923 members 
Entering Unmasked Estep 
Score: -15989620.000000 Penalty: 3892.179199
	Iteration 53Q: 3 clusters Score -1.598962e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 143086 members 
Entering Unmasked Estep 
Score: -15989615.000000 Penalty: 3892.179199
	Iteration 54Q: 3 clusters Score -1.598962e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 143262 members 
Entering Unmasked Estep 
Score: -15989648.000000 Penalty: 3892.179199
	Iteration 55Q: 3 clusters Score -1.598965e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 143407 members 
Entering Unmasked Estep 
Score: -15989628.000000 Penalty: 3892.179199
	Iteration 56Q: 3 clusters Score -1.598963e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 143538 members 
Entering Unmasked Estep 
Score: -15989684.000000 Penalty: 3892.179199
	Iteration 57Q: 3 clusters Score -1.598968e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 143670 members 
Entering Unmasked Estep 
Score: -15989711.000000 Penalty: 3892.179199
	Iteration 58Q: 3 clusters Score -1.598971e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 143810 members 
Entering Unmasked Estep 
Score: -15989749.000000 Penalty: 3892.179199
	Iteration 59Q: 3 clusters Score -1.598975e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 143941 members 
Entering Unmasked Estep 
Score: -15989766.000000 Penalty: 3892.179199
	Iteration 60F: 3 clusters Score -1.598977e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 144057 members 
Entering Unmasked Estep 
Score: -15989809.000000 Penalty: 3892.179199
	Iteration 61Q: 3 clusters Score -1.598981e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 144169 members 
Entering Unmasked Estep 
Score: -15989850.000000 Penalty: 3892.179199
	Iteration 62Q: 3 clusters Score -1.598985e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 144277 members 
Entering Unmasked Estep 
Score: -15989890.000000 Penalty: 3892.179199
	Iteration 63Q: 3 clusters Score -1.598989e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 144393 members 
Entering Unmasked Estep 
Score: -15989925.000000 Penalty: 3892.179199
	Iteration 64Q: 3 clusters Score -1.598992e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 144503 members 
Entering Unmasked Estep 
Score: -15989986.000000 Penalty: 3892.179199
	Iteration 65Q: 3 clusters Score -1.598999e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 144610 members 
Entering Unmasked Estep 
Score: -15989999.000000 Penalty: 3892.179199
	Iteration 66Q: 3 clusters Score -1.599e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 144711 members 
Entering Unmasked Estep 
Score: -15990045.000000 Penalty: 3892.179199
	Iteration 67Q: 3 clusters Score -1.599004e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 144823 members 
Entering Unmasked Estep 
Score: -15990088.000000 Penalty: 3892.179199
	Iteration 68Q: 3 clusters Score -1.599009e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 144925 members 
Entering Unmasked Estep 
Score: -15990085.000000 Penalty: 3892.179199
	Iteration 69Q: 3 clusters Score -1.599008e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 145022 members 
Entering Unmasked Estep 
Score: -15990098.000000 Penalty: 3892.179199
	Iteration 70Q: 3 clusters Score -1.59901e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 145134 members 
Entering Unmasked Estep 
Score: -15990107.000000 Penalty: 3892.179199
	Iteration 71Q: 3 clusters Score -1.599011e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 145239 members 
Entering Unmasked Estep 
Score: -15990109.000000 Penalty: 3892.179199
	Iteration 72Q: 3 clusters Score -1.599011e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 145352 members 
Entering Unmasked Estep 
Score: -15990141.000000 Penalty: 3892.179199
	Iteration 73Q: 3 clusters Score -1.599014e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 145478 members 
Entering Unmasked Estep 
Score: -15990146.000000 Penalty: 3892.179199
	Iteration 74Q: 3 clusters Score -1.599015e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 145586 members 
Entering Unmasked Estep 
Score: -15990155.000000 Penalty: 3892.179199
	Iteration 75Q: 3 clusters Score -1.599016e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 145681 members 
Entering Unmasked Estep 
Score: -15990147.000000 Penalty: 3892.179199
	Iteration 76Q: 3 clusters Score -1.599015e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 145772 members 
Entering Unmasked Estep 
Score: -15990167.000000 Penalty: 3892.179199
	Iteration 77Q: 3 clusters Score -1.599017e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 145876 members 
Entering Unmasked Estep 
Score: -15990191.000000 Penalty: 3892.179199
	Iteration 78Q: 3 clusters Score -1.599019e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 145992 members 
Entering Unmasked Estep 
Score: -15990225.000000 Penalty: 3892.179199
	Iteration 79Q: 3 clusters Score -1.599022e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 146105 members 
Entering Unmasked Estep 
Score: -15990222.000000 Penalty: 3892.179199
	Iteration 80F: 3 clusters Score -1.599022e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 146219 members 
Entering Unmasked Estep 
Score: -15990227.000000 Penalty: 3892.179199
	Iteration 81Q: 3 clusters Score -1.599023e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 146331 members 
Entering Unmasked Estep 
Score: -15990257.000000 Penalty: 3892.179199
	Iteration 82Q: 3 clusters Score -1.599026e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 146457 members 
Entering Unmasked Estep 
Score: -15990285.000000 Penalty: 3892.179199
	Iteration 83Q: 3 clusters Score -1.599028e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 146579 members 
Entering Unmasked Estep 
Score: -15990262.000000 Penalty: 3892.179199
	Iteration 84Q: 3 clusters Score -1.599026e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 146708 members 
Entering Unmasked Estep 
Score: -15990318.000000 Penalty: 3892.179199
	Iteration 85Q: 3 clusters Score -1.599032e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 146847 members 
Entering Unmasked Estep 
Score: -15990337.000000 Penalty: 3892.179199
	Iteration 86Q: 3 clusters Score -1.599034e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 146991 members 
Entering Unmasked Estep 
Score: -15990381.000000 Penalty: 3892.179199
	Iteration 87Q: 3 clusters Score -1.599038e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 147136 members 
Entering Unmasked Estep 
Score: -15990383.000000 Penalty: 3892.179199
	Iteration 88Q: 3 clusters Score -1.599038e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 147285 members 
Entering Unmasked Estep 
Score: -15990396.000000 Penalty: 3892.179199
	Iteration 89Q: 3 clusters Score -1.59904e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 147430 members 
Entering Unmasked Estep 
Score: -15990402.000000 Penalty: 3892.179199
	Iteration 90Q: 3 clusters Score -1.59904e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 147560 members 
Entering Unmasked Estep 
Score: -15990430.000000 Penalty: 3892.179199
	Iteration 91Q: 3 clusters Score -1.599043e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 147687 members 
Entering Unmasked Estep 
Score: -15990436.000000 Penalty: 3892.179199
	Iteration 92Q: 3 clusters Score -1.599044e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 147844 members 
Entering Unmasked Estep 
Score: -15990431.000000 Penalty: 3892.179199
	Iteration 93Q: 3 clusters Score -1.599043e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 148000 members 
Entering Unmasked Estep 
Score: -15990447.000000 Penalty: 3892.179199
	Iteration 94Q: 3 clusters Score -1.599045e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 148141 members 
Entering Unmasked Estep 
Score: -15990447.000000 Penalty: 3892.179199
	Iteration 95Q: 3 clusters Score -1.599045e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 148283 members 
Entering Unmasked Estep 
Score: -15990484.000000 Penalty: 3892.179199
	Iteration 96Q: 3 clusters Score -1.599048e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 148425 members 
Entering Unmasked Estep 
Score: -15990472.000000 Penalty: 3892.179199
	Iteration 97Q: 3 clusters Score -1.599047e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 148564 members 
Entering Unmasked Estep 
Score: -15990484.000000 Penalty: 3892.179199
	Iteration 98Q: 3 clusters Score -1.599048e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 148702 members 
Entering Unmasked Estep 
Score: -15990493.000000 Penalty: 3892.179199
	Iteration 99Q: 3 clusters Score -1.599049e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 148844 members 
Entering Unmasked Estep 
Score: -15990472.000000 Penalty: 3892.179199
	Iteration 100F: 3 clusters Score -1.599047e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 148982 members 
Entering Unmasked Estep 
Score: -15990502.000000 Penalty: 3892.179199
	Iteration 101Q: 3 clusters Score -1.59905e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 149142 members 
Entering Unmasked Estep 
Score: -15990515.000000 Penalty: 3892.179199
	Iteration 102Q: 3 clusters Score -1.599052e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 149311 members 
Entering Unmasked Estep 
Score: -15990533.000000 Penalty: 3892.179199
	Iteration 103Q: 3 clusters Score -1.599053e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 149483 members 
Entering Unmasked Estep 
Score: -15990595.000000 Penalty: 3892.179199
	Iteration 104Q: 3 clusters Score -1.59906e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 149637 members 
Entering Unmasked Estep 
Score: -15990576.000000 Penalty: 3892.179199
	Iteration 105Q: 3 clusters Score -1.599058e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 149781 members 
Entering Unmasked Estep 
Score: -15990604.000000 Penalty: 3892.179199
	Iteration 106Q: 3 clusters Score -1.59906e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 149914 members 
Entering Unmasked Estep 
Score: -15990560.000000 Penalty: 3892.179199
	Iteration 107Q: 3 clusters Score -1.599056e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 150065 members 
Entering Unmasked Estep 
Score: -15990560.000000 Penalty: 3892.179199
	Iteration 108Q: 3 clusters Score -1.599056e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 150209 members 
Entering Unmasked Estep 
Score: -15990540.000000 Penalty: 3892.179199
	Iteration 109Q: 3 clusters Score -1.599054e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 150339 members 
Entering Unmasked Estep 
Score: -15990542.000000 Penalty: 3892.179199
	Iteration 110Q: 3 clusters Score -1.599054e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 150465 members 
Entering Unmasked Estep 
Score: -15990530.000000 Penalty: 3892.179199
	Iteration 111Q: 3 clusters Score -1.599053e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 150599 members 
Entering Unmasked Estep 
Score: -15990535.000000 Penalty: 3892.179199
	Iteration 112Q: 3 clusters Score -1.599054e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 150736 members 
Entering Unmasked Estep 
Score: -15990515.000000 Penalty: 3892.179199
	Iteration 113Q: 3 clusters Score -1.599052e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 150872 members 
Entering Unmasked Estep 
Score: -15990558.000000 Penalty: 3892.179199
	Iteration 114Q: 3 clusters Score -1.599056e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 151010 members 
Entering Unmasked Estep 
Score: -15990566.000000 Penalty: 3892.179199
	Iteration 115Q: 3 clusters Score -1.599057e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 151144 members 
Entering Unmasked Estep 
Score: -15990553.000000 Penalty: 3892.179199
	Iteration 116Q: 3 clusters Score -1.599055e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 151263 members 
Entering Unmasked Estep 
Score: -15990532.000000 Penalty: 3892.179199
	Iteration 117Q: 3 clusters Score -1.599053e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 151402 members 
Entering Unmasked Estep 
Score: -15990513.000000 Penalty: 3892.179199
	Iteration 118Q: 3 clusters Score -1.599051e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 151550 members 
Entering Unmasked Estep 
Score: -15990525.000000 Penalty: 3892.179199
	Iteration 119Q: 3 clusters Score -1.599052e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 151704 members 
Entering Unmasked Estep 
Score: -15990496.000000 Penalty: 3892.179199
	Iteration 120F: 3 clusters Score -1.59905e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 151865 members 
Entering Unmasked Estep 
Score: -15990509.000000 Penalty: 3892.179199
	Iteration 121Q: 3 clusters Score -1.599051e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 152012 members 
Entering Unmasked Estep 
Score: -15990515.000000 Penalty: 3892.179199
	Iteration 122Q: 3 clusters Score -1.599052e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 152155 members 
Entering Unmasked Estep 
Score: -15990490.000000 Penalty: 3892.179199
	Iteration 123Q: 3 clusters Score -1.599049e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 152289 members 
Entering Unmasked Estep 
Score: -15990468.000000 Penalty: 3892.179199
	Iteration 124Q: 3 clusters Score -1.599047e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 152428 members 
Entering Unmasked Estep 
Score: -15990448.000000 Penalty: 3892.179199
	Iteration 125Q: 3 clusters Score -1.599045e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 152550 members 
Entering Unmasked Estep 
Score: -15990440.000000 Penalty: 3892.179199
	Iteration 126Q: 3 clusters Score -1.599044e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 152672 members 
Entering Unmasked Estep 
Score: -15990432.000000 Penalty: 3892.179199
	Iteration 127Q: 3 clusters Score -1.599043e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 152786 members 
Entering Unmasked Estep 
Score: -15990392.000000 Penalty: 3892.179199
	Iteration 128Q: 3 clusters Score -1.599039e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 152902 members 
Entering Unmasked Estep 
Score: -15990421.000000 Penalty: 3892.179199
	Iteration 129Q: 3 clusters Score -1.599042e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 153013 members 
Entering Unmasked Estep 
Score: -15990403.000000 Penalty: 3892.179199
	Iteration 130Q: 3 clusters Score -1.59904e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 153121 members 
Entering Unmasked Estep 
Score: -15990360.000000 Penalty: 3892.179199
	Iteration 131Q: 3 clusters Score -1.599036e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 153228 members 
Entering Unmasked Estep 
Score: -15990351.000000 Penalty: 3892.179199
	Iteration 132Q: 3 clusters Score -1.599035e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 153339 members 
Entering Unmasked Estep 
Score: -15990325.000000 Penalty: 3892.179199
	Iteration 133Q: 3 clusters Score -1.599032e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 153438 members 
Entering Unmasked Estep 
Score: -15990315.000000 Penalty: 3892.179199
	Iteration 134Q: 3 clusters Score -1.599032e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 153532 members 
Entering Unmasked Estep 
Score: -15990283.000000 Penalty: 3892.179199
	Iteration 135Q: 3 clusters Score -1.599028e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 153626 members 
Entering Unmasked Estep 
Score: -15990264.000000 Penalty: 3892.179199
	Iteration 136Q: 3 clusters Score -1.599026e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 153736 members 
Entering Unmasked Estep 
Score: -15990236.000000 Penalty: 3892.179199
	Iteration 137Q: 3 clusters Score -1.599024e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 153860 members 
Entering Unmasked Estep 
Score: -15990222.000000 Penalty: 3892.179199
	Iteration 138Q: 3 clusters Score -1.599022e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 153967 members 
Entering Unmasked Estep 
Score: -15990256.000000 Penalty: 3892.179199
	Iteration 139Q: 3 clusters Score -1.599026e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 154067 members 
Entering Unmasked Estep 
Score: -15990268.000000 Penalty: 3892.179199
	Iteration 140F: 3 clusters Score -1.599027e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 154149 members 
Entering Unmasked Estep 
Score: -15990260.000000 Penalty: 3892.179199
	Iteration 141Q: 3 clusters Score -1.599026e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 154237 members 
Entering Unmasked Estep 
Score: -15990253.000000 Penalty: 3892.179199
	Iteration 142Q: 3 clusters Score -1.599025e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 154314 members 
Entering Unmasked Estep 
Score: -15990268.000000 Penalty: 3892.179199
	Iteration 143Q: 3 clusters Score -1.599027e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 154390 members 
Entering Unmasked Estep 
Score: -15990241.000000 Penalty: 3892.179199
	Iteration 144Q: 3 clusters Score -1.599024e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 154468 members 
Entering Unmasked Estep 
Score: -15990226.000000 Penalty: 3892.179199
	Iteration 145Q: 3 clusters Score -1.599023e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 154547 members 
Entering Unmasked Estep 
Score: -15990223.000000 Penalty: 3892.179199
	Iteration 146Q: 3 clusters Score -1.599022e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 154611 members 
Entering Unmasked Estep 
Score: -15990211.000000 Penalty: 3892.179199
	Iteration 147Q: 3 clusters Score -1.599021e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 154668 members 
Entering Unmasked Estep 
Score: -15990194.000000 Penalty: 3892.179199
	Iteration 148Q: 3 clusters Score -1.599019e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 154724 members 
Entering Unmasked Estep 
Score: -15990157.000000 Penalty: 3892.179199
	Iteration 149Q: 3 clusters Score -1.599016e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 154763 members 
Entering Unmasked Estep 
Score: -15990163.000000 Penalty: 3892.179199
	Iteration 150Q: 3 clusters Score -1.599016e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 154796 members 
Entering Unmasked Estep 
Score: -15990158.000000 Penalty: 3892.179199
	Iteration 151Q: 3 clusters Score -1.599016e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 154838 members 
Entering Unmasked Estep 
Score: -15990145.000000 Penalty: 3892.179199
	Iteration 152Q: 3 clusters Score -1.599014e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 154878 members 
Entering Unmasked Estep 
Score: -15990165.000000 Penalty: 3892.179199
	Iteration 153Q: 3 clusters Score -1.599016e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 154924 members 
Entering Unmasked Estep 
Score: -15990153.000000 Penalty: 3892.179199
	Iteration 154Q: 3 clusters Score -1.599015e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 154974 members 
Entering Unmasked Estep 
Score: -15990142.000000 Penalty: 3892.179199
	Iteration 155Q: 3 clusters Score -1.599014e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 155023 members 
Entering Unmasked Estep 
Score: -15990122.000000 Penalty: 3892.179199
	Iteration 156Q: 3 clusters Score -1.599012e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 155078 members 
Entering Unmasked Estep 
Score: -15990145.000000 Penalty: 3892.179199
	Iteration 157Q: 3 clusters Score -1.599014e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 155118 members 
Entering Unmasked Estep 
Score: -15990156.000000 Penalty: 3892.179199
	Iteration 158Q: 3 clusters Score -1.599016e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 155153 members 
Entering Unmasked Estep 
Score: -15990152.000000 Penalty: 3892.179199
	Iteration 159Q: 3 clusters Score -1.599015e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 155189 members 
Entering Unmasked Estep 
Score: -15990163.000000 Penalty: 3892.179199
	Iteration 160F: 3 clusters Score -1.599016e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 155218 members 
Entering Unmasked Estep 
Score: -15990142.000000 Penalty: 3892.179199
	Iteration 161Q: 3 clusters Score -1.599014e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 155241 members 
Entering Unmasked Estep 
Score: -15990143.000000 Penalty: 3892.179199
	Iteration 162Q: 3 clusters Score -1.599014e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 155266 members 
Entering Unmasked Estep 
Score: -15990132.000000 Penalty: 3892.179199
	Iteration 163Q: 3 clusters Score -1.599013e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 155288 members 
Entering Unmasked Estep 
Score: -15990141.000000 Penalty: 3892.179199
	Iteration 164Q: 3 clusters Score -1.599014e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 155318 members 
Entering Unmasked Estep 
Score: -15990124.000000 Penalty: 3892.179199
	Iteration 165Q: 3 clusters Score -1.599012e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 155337 members 
Entering Unmasked Estep 
Score: -15990121.000000 Penalty: 3892.179199
	Iteration 166Q: 3 clusters Score -1.599012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 155353 members 
Entering Unmasked Estep 
Score: -15990112.000000 Penalty: 3892.179199
	Iteration 167Q: 3 clusters Score -1.599011e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 155373 members 
Entering Unmasked Estep 
Score: -15990122.000000 Penalty: 3892.179199
	Iteration 168Q: 3 clusters Score -1.599012e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 155397 members 
Entering Unmasked Estep 
Score: -15990114.000000 Penalty: 3892.179199
	Iteration 169Q: 3 clusters Score -1.599011e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 155418 members 
Entering Unmasked Estep 
Score: -15990098.000000 Penalty: 3892.179199
	Iteration 170Q: 3 clusters Score -1.59901e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 155447 members 
Entering Unmasked Estep 
Score: -15990093.000000 Penalty: 3892.179199
	Iteration 171Q: 3 clusters Score -1.599009e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 155472 members 
Entering Unmasked Estep 
Score: -15990086.000000 Penalty: 3892.179199
	Iteration 172Q: 3 clusters Score -1.599009e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 155500 members 
Entering Unmasked Estep 
Score: -15990068.000000 Penalty: 3892.179199
	Iteration 173Q: 3 clusters Score -1.599007e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 155523 members 
Entering Unmasked Estep 
Score: -15990081.000000 Penalty: 3892.179199
	Iteration 174Q: 3 clusters Score -1.599008e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 155541 members 
Entering Unmasked Estep 
Score: -15990096.000000 Penalty: 3892.179199
	Iteration 175Q: 3 clusters Score -1.59901e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 155553 members 
Entering Unmasked Estep 
Score: -15990090.000000 Penalty: 3892.179199
	Iteration 176Q: 3 clusters Score -1.599009e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 155564 members 
Entering Unmasked Estep 
Score: -15990080.000000 Penalty: 3892.179199
	Iteration 177Q: 3 clusters Score -1.599008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 155578 members 
Entering Unmasked Estep 
Score: -15990081.000000 Penalty: 3892.179199
	Iteration 178Q: 3 clusters Score -1.599008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 155589 members 
Entering Unmasked Estep 
Score: -15990070.000000 Penalty: 3892.179199
	Iteration 179Q: 3 clusters Score -1.599007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 155598 members 
Entering Unmasked Estep 
Score: -15990061.000000 Penalty: 3892.179199
	Iteration 180F: 3 clusters Score -1.599006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 155603 members 
Entering Unmasked Estep 
Score: -15990061.000000 Penalty: 3892.179199
	Iteration 181Q: 3 clusters Score -1.599006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 155610 members 
Entering Unmasked Estep 
Score: -15990053.000000 Penalty: 3892.179199
	Iteration 182Q: 3 clusters Score -1.599005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 155624 members 
Entering Unmasked Estep 
Score: -15990054.000000 Penalty: 3892.179199
	Iteration 183Q: 3 clusters Score -1.599005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 155636 members 
Entering Unmasked Estep 
Score: -15990057.000000 Penalty: 3892.179199
	Iteration 184Q: 3 clusters Score -1.599006e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 155657 members 
Entering Unmasked Estep 
Score: -15990078.000000 Penalty: 3892.179199
	Iteration 185Q: 3 clusters Score -1.599008e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 155682 members 
Entering Unmasked Estep 
Score: -15990073.000000 Penalty: 3892.179199
	Iteration 186Q: 3 clusters Score -1.599007e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 155713 members 
Entering Unmasked Estep 
Score: -15990058.000000 Penalty: 3892.179199
	Iteration 187Q: 3 clusters Score -1.599006e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 155739 members 
Entering Unmasked Estep 
Score: -15990061.000000 Penalty: 3892.179199
	Iteration 188Q: 3 clusters Score -1.599006e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 155760 members 
Entering Unmasked Estep 
Score: -15990070.000000 Penalty: 3892.179199
	Iteration 189Q: 3 clusters Score -1.599007e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 155778 members 
Entering Unmasked Estep 
Score: -15990057.000000 Penalty: 3892.179199
	Iteration 190Q: 3 clusters Score -1.599006e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 155799 members 
Entering Unmasked Estep 
Score: -15990054.000000 Penalty: 3892.179199
	Iteration 191Q: 3 clusters Score -1.599005e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 155815 members 
Entering Unmasked Estep 
Score: -15990052.000000 Penalty: 3892.179199
	Iteration 192Q: 3 clusters Score -1.599005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 155828 members 
Entering Unmasked Estep 
Score: -15990048.000000 Penalty: 3892.179199
	Iteration 193Q: 3 clusters Score -1.599005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 155843 members 
Entering Unmasked Estep 
Score: -15990054.000000 Penalty: 3892.179199
	Iteration 194Q: 3 clusters Score -1.599005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 155855 members 
Entering Unmasked Estep 
Score: -15990050.000000 Penalty: 3892.179199
	Iteration 195Q: 3 clusters Score -1.599005e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 155875 members 
Entering Unmasked Estep 
Score: -15990049.000000 Penalty: 3892.179199
	Iteration 196Q: 3 clusters Score -1.599005e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 155903 members 
Entering Unmasked Estep 
Score: -15990019.000000 Penalty: 3892.179199
	Iteration 197Q: 3 clusters Score -1.599002e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 155924 members 
Entering Unmasked Estep 
Score: -15990003.000000 Penalty: 3892.179199
	Iteration 198Q: 3 clusters Score -1.599e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 155937 members 
Entering Unmasked Estep 
Score: -15989991.000000 Penalty: 3892.179199
	Iteration 199Q: 3 clusters Score -1.598999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 155950 members 
Entering Unmasked Estep 
Score: -15989996.000000 Penalty: 3892.179199
	Iteration 200F: 3 clusters Score -1.599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 155959 members 
Entering Unmasked Estep 
Score: -15989999.000000 Penalty: 3892.179199
	Iteration 201Q: 3 clusters Score -1.599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 155967 members 
Entering Unmasked Estep 
Score: -15989988.000000 Penalty: 3892.179199
	Iteration 202Q: 3 clusters Score -1.598999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 155981 members 
Entering Unmasked Estep 
Score: -15989992.000000 Penalty: 3892.179199
	Iteration 203Q: 3 clusters Score -1.598999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 155995 members 
Entering Unmasked Estep 
Score: -15989979.000000 Penalty: 3892.179199
	Iteration 204Q: 3 clusters Score -1.598998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 156007 members 
Entering Unmasked Estep 
Score: -15989976.000000 Penalty: 3892.179199
	Iteration 205Q: 3 clusters Score -1.598998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 156015 members 
Entering Unmasked Estep 
Score: -15989978.000000 Penalty: 3892.179199
	Iteration 206Q: 3 clusters Score -1.598998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 156020 members 
Entering Unmasked Estep 
Score: -15989981.000000 Penalty: 3892.179199
	Iteration 207Q: 3 clusters Score -1.598998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 156032 members 
Entering Unmasked Estep 
Score: -15989975.000000 Penalty: 3892.179199
	Iteration 208Q: 3 clusters Score -1.598998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 156038 members 
Entering Unmasked Estep 
Score: -15989971.000000 Penalty: 3892.179199
	Iteration 209Q: 3 clusters Score -1.598997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 156044 members 
Entering Unmasked Estep 
Score: -15989969.000000 Penalty: 3892.179199
	Iteration 210Q: 3 clusters Score -1.598997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 156050 members 
Entering Unmasked Estep 
Score: -15989958.000000 Penalty: 3892.179199
	Iteration 211Q: 3 clusters Score -1.598996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 156055 members 
Entering Unmasked Estep 
Score: -15989977.000000 Penalty: 3892.179199
	Iteration 212Q: 3 clusters Score -1.598998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 156059 members 
Entering Unmasked Estep 
Score: -15989973.000000 Penalty: 3892.179199
	Iteration 213Q: 3 clusters Score -1.598997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 156062 members 
Entering Unmasked Estep 
Score: -15989969.000000 Penalty: 3892.179199
	Iteration 214Q: 3 clusters Score -1.598997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 156064 members 
Entering Unmasked Estep 
Score: -15989974.000000 Penalty: 3892.179199
	Iteration 215Q: 3 clusters Score -1.598997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 156067 members 
Entering Unmasked Estep 
Score: -15989977.000000 Penalty: 3892.179199
	Iteration 216Q: 3 clusters Score -1.598998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 156068 members 
Entering Unmasked Estep 
Score: -15989977.000000 Penalty: 3892.179199
	Iteration 217Q: 3 clusters Score -1.598998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 156071 members 
Entering Unmasked Estep 
Score: -15989979.000000 Penalty: 3892.179199
	Iteration 218Q: 3 clusters Score -1.598998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 156074 members 
Entering Unmasked Estep 
Score: -15989983.000000 Penalty: 3892.179199
	Iteration 219Q: 3 clusters Score -1.598998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 156076 members 
Entering Unmasked Estep 
Score: -15989981.000000 Penalty: 3892.179199
	Iteration 220F: 3 clusters Score -1.598998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 156077 members 
Entering Unmasked Estep 
Score: -15989982.000000 Penalty: 3892.179199
	Iteration 221Q: 3 clusters Score -1.598998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 156077 members 
Entering Unmasked Estep 
Score: -15989982.000000 Penalty: 3892.179199
	Iteration 222F: 3 clusters Score -1.598998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Entering Unmasked Estep 
Score: -679541.125000 Penalty: 1430.946655
	Iteration 0F: 2 clusters Score -679541.1 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 3329 members 
Entering Unmasked Estep 
Score: -674441.937500 Penalty: 2861.893311
	Iteration 0F: 3 clusters Score -674441.9 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -675912.375000 Penalty: 2861.893311
	Iteration 1F: 3 clusters Score -675912.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -676112.625000 Penalty: 2861.893311
	Iteration 2F: 3 clusters Score -676112.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -676247.812500 Penalty: 2861.893311
	Iteration 3F: 3 clusters Score -676247.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -676365.625000 Penalty: 2861.893311
	Iteration 4Q: 3 clusters Score -676365.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -676466.437500 Penalty: 2861.893311
	Iteration 5Q: 3 clusters Score -676466.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -676541.000000 Penalty: 2861.893311
	Iteration 6Q: 3 clusters Score -676541 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -676592.750000 Penalty: 2861.893311
	Iteration 7Q: 3 clusters Score -676592.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -676633.500000 Penalty: 2861.893311
	Iteration 8Q: 3 clusters Score -676633.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -676666.500000 Penalty: 2861.893311
	Iteration 9Q: 3 clusters Score -676666.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -676695.937500 Penalty: 2861.893311
	Iteration 10Q: 3 clusters Score -676695.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -676718.937500 Penalty: 2861.893311
	Iteration 11Q: 3 clusters Score -676718.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -676744.500000 Penalty: 2861.893311
	Iteration 12Q: 3 clusters Score -676744.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -676779.250000 Penalty: 2861.893311
	Iteration 13Q: 3 clusters Score -676779.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -676818.625000 Penalty: 2861.893311
	Iteration 14Q: 3 clusters Score -676818.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -676861.187500 Penalty: 2861.893311
	Iteration 15Q: 3 clusters Score -676861.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -676906.500000 Penalty: 2861.893311
	Iteration 16Q: 3 clusters Score -676906.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -676953.375000 Penalty: 2861.893311
	Iteration 17Q: 3 clusters Score -676953.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -677003.937500 Penalty: 2861.893311
	Iteration 18Q: 3 clusters Score -677003.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -677065.812500 Penalty: 2861.893311
	Iteration 19Q: 3 clusters Score -677065.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -677132.500000 Penalty: 2861.893311
	Iteration 20F: 3 clusters Score -677132.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -677215.000000 Penalty: 2861.893311
	Iteration 21Q: 3 clusters Score -677215 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -677317.437500 Penalty: 2861.893311
	Iteration 22Q: 3 clusters Score -677317.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -677438.937500 Penalty: 2861.893311
	Iteration 23Q: 3 clusters Score -677438.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -677554.687500 Penalty: 2861.893311
	Iteration 24Q: 3 clusters Score -677554.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -677665.687500 Penalty: 2861.893311
	Iteration 25Q: 3 clusters Score -677665.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -677758.812500 Penalty: 2861.893311
	Iteration 26Q: 3 clusters Score -677758.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -677838.562500 Penalty: 2861.893311
	Iteration 27Q: 3 clusters Score -677838.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -677914.625000 Penalty: 2861.893311
	Iteration 28Q: 3 clusters Score -677914.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -677995.875000 Penalty: 2861.893311
	Iteration 29Q: 3 clusters Score -677995.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -678066.187500 Penalty: 2861.893311
	Iteration 30Q: 3 clusters Score -678066.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -678107.687500 Penalty: 2861.893311
	Iteration 31Q: 3 clusters Score -678107.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -678145.312500 Penalty: 2861.893311
	Iteration 32Q: 3 clusters Score -678145.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -678171.375000 Penalty: 2861.893311
	Iteration 33Q: 3 clusters Score -678171.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -678189.062500 Penalty: 2861.893311
	Iteration 34Q: 3 clusters Score -678189.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -678199.875000 Penalty: 2861.893311
	Iteration 35Q: 3 clusters Score -678199.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -678207.250000 Penalty: 2861.893311
	Iteration 36Q: 3 clusters Score -678207.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -678213.562500 Penalty: 2861.893311
	Iteration 37Q: 3 clusters Score -678213.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -678219.812500 Penalty: 2861.893311
	Iteration 38Q: 3 clusters Score -678219.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -678223.875000 Penalty: 2861.893311
	Iteration 39Q: 3 clusters Score -678223.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -678230.812500 Penalty: 2861.893311
	Iteration 40F: 3 clusters Score -678230.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -678237.312500 Penalty: 2861.893311
	Iteration 41Q: 3 clusters Score -678237.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -678242.625000 Penalty: 2861.893311
	Iteration 42Q: 3 clusters Score -678242.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -678248.312500 Penalty: 2861.893311
	Iteration 43Q: 3 clusters Score -678248.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -678248.562500 Penalty: 2861.893311
	Iteration 44Q: 3 clusters Score -678248.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -678250.937500 Penalty: 2861.893311
	Iteration 45Q: 3 clusters Score -678250.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -678253.062500 Penalty: 2861.893311
	Iteration 46Q: 3 clusters Score -678253.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -678253.437500 Penalty: 2861.893311
	Iteration 47Q: 3 clusters Score -678253.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -678254.500000 Penalty: 2861.893311
	Iteration 48Q: 3 clusters Score -678254.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -678254.437500 Penalty: 2861.893311
	Iteration 49Q: 3 clusters Score -678254.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -678255.625000 Penalty: 2861.893311
	Iteration 50Q: 3 clusters Score -678255.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -678255.500000 Penalty: 2861.893311
	Iteration 51Q: 3 clusters Score -678255.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -678258.187500 Penalty: 2861.893311
	Iteration 52Q: 3 clusters Score -678258.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -678259.437500 Penalty: 2861.893311
	Iteration 53Q: 3 clusters Score -678259.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -678262.812500 Penalty: 2861.893311
	Iteration 54Q: 3 clusters Score -678262.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -678265.000000 Penalty: 2861.893311
	Iteration 55Q: 3 clusters Score -678265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -678269.250000 Penalty: 2861.893311
	Iteration 56Q: 3 clusters Score -678269.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -678270.312500 Penalty: 2861.893311
	Iteration 57Q: 3 clusters Score -678270.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -678274.000000 Penalty: 2861.893311
	Iteration 58Q: 3 clusters Score -678274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -678279.500000 Penalty: 2861.893311
	Iteration 59Q: 3 clusters Score -678279.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -678283.812500 Penalty: 2861.893311
	Iteration 60F: 3 clusters Score -678283.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -678289.875000 Penalty: 2861.893311
	Iteration 61Q: 3 clusters Score -678289.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -678292.812500 Penalty: 2861.893311
	Iteration 62Q: 3 clusters Score -678292.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -678296.125000 Penalty: 2861.893311
	Iteration 63Q: 3 clusters Score -678296.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -678295.812500 Penalty: 2861.893311
	Iteration 64Q: 3 clusters Score -678295.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -678295.750000 Penalty: 2861.893311
	Iteration 65Q: 3 clusters Score -678295.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -678297.062500 Penalty: 2861.893311
	Iteration 66Q: 3 clusters Score -678297.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -678298.500000 Penalty: 2861.893311
	Iteration 67Q: 3 clusters Score -678298.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -678300.375000 Penalty: 2861.893311
	Iteration 68Q: 3 clusters Score -678300.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -678301.812500 Penalty: 2861.893311
	Iteration 69Q: 3 clusters Score -678301.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -678302.187500 Penalty: 2861.893311
	Iteration 70Q: 3 clusters Score -678302.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -678303.937500 Penalty: 2861.893311
	Iteration 71Q: 3 clusters Score -678303.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -678306.500000 Penalty: 2861.893311
	Iteration 72Q: 3 clusters Score -678306.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -678307.312500 Penalty: 2861.893311
	Iteration 73Q: 3 clusters Score -678307.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -678307.562500 Penalty: 2861.893311
	Iteration 74Q: 3 clusters Score -678307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -678307.437500 Penalty: 2861.893311
	Iteration 75Q: 3 clusters Score -678307.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -678307.437500 Penalty: 2861.893311
	Iteration 76F: 3 clusters Score -678307.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (167974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167974 members 
Entering Unmasked Estep 
Score: -17256510.000000 Penalty: 1955.129272
	Iteration 0F: 2 clusters Score -1.725651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84019 members 
Mstep: Class 2 contains 83955 members 
Entering Unmasked Estep 
Score: -17150806.000000 Penalty: 3910.258545
	Iteration 0F: 3 clusters Score -1.715081e+07 nChanged 81396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83411 members 
Mstep: Class 2 contains 84563 members 
Entering Unmasked Estep 
Score: -17198918.000000 Penalty: 3910.258545
	Iteration 1F: 3 clusters Score -1.719892e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82991 members 
Mstep: Class 2 contains 84983 members 
Entering Unmasked Estep 
Score: -17200062.000000 Penalty: 3910.258545
	Iteration 2Q: 3 clusters Score -1.720006e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 85844 members 
Entering Unmasked Estep 
Score: -17201514.000000 Penalty: 3910.258545
	Iteration 3Q: 3 clusters Score -1.720151e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80886 members 
Mstep: Class 2 contains 87088 members 
Entering Unmasked Estep 
Score: -17203736.000000 Penalty: 3910.258545
	Iteration 4Q: 3 clusters Score -1.720374e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79105 members 
Mstep: Class 2 contains 88869 members 
Entering Unmasked Estep 
Score: -17207196.000000 Penalty: 3910.258545
	Iteration 5Q: 3 clusters Score -1.72072e+07 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76570 members 
Mstep: Class 2 contains 91404 members 
Entering Unmasked Estep 
Score: -17212682.000000 Penalty: 3910.258545
	Iteration 6F: 3 clusters Score -1.721268e+07 nChanged 11145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73717 members 
Mstep: Class 2 contains 94257 members 
Entering Unmasked Estep 
Score: -17221552.000000 Penalty: 3910.258545
	Iteration 7F: 3 clusters Score -1.722155e+07 nChanged 12198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71179 members 
Mstep: Class 2 contains 96795 members 
Entering Unmasked Estep 
Score: -17233004.000000 Penalty: 3910.258545
	Iteration 8F: 3 clusters Score -1.7233e+07 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69744 members 
Mstep: Class 2 contains 98230 members 
Entering Unmasked Estep 
Score: -17241314.000000 Penalty: 3910.258545
	Iteration 9F: 3 clusters Score -1.724131e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69218 members 
Mstep: Class 2 contains 98756 members 
Entering Unmasked Estep 
Score: -17244056.000000 Penalty: 3910.258545
	Iteration 10Q: 3 clusters Score -1.724406e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69016 members 
Mstep: Class 2 contains 98958 members 
Entering Unmasked Estep 
Score: -17245100.000000 Penalty: 3910.258545
	Iteration 11Q: 3 clusters Score -1.72451e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68952 members 
Mstep: Class 2 contains 99022 members 
Entering Unmasked Estep 
Score: -17245844.000000 Penalty: 3910.258545
	Iteration 12Q: 3 clusters Score -1.724584e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68956 members 
Mstep: Class 2 contains 99018 members 
Entering Unmasked Estep 
Score: -17246300.000000 Penalty: 3910.258545
	Iteration 13Q: 3 clusters Score -1.72463e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 98897 members 
Entering Unmasked Estep 
Score: -17246582.000000 Penalty: 3910.258545
	Iteration 14Q: 3 clusters Score -1.724658e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69255 members 
Mstep: Class 2 contains 98719 members 
Entering Unmasked Estep 
Score: -17246924.000000 Penalty: 3910.258545
	Iteration 15Q: 3 clusters Score -1.724692e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69481 members 
Mstep: Class 2 contains 98493 members 
Entering Unmasked Estep 
Score: -17247200.000000 Penalty: 3910.258545
	Iteration 16Q: 3 clusters Score -1.72472e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69786 members 
Mstep: Class 2 contains 98188 members 
Entering Unmasked Estep 
Score: -17247402.000000 Penalty: 3910.258545
	Iteration 17Q: 3 clusters Score -1.72474e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70094 members 
Mstep: Class 2 contains 97880 members 
Entering Unmasked Estep 
Score: -17247556.000000 Penalty: 3910.258545
	Iteration 18Q: 3 clusters Score -1.724756e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70376 members 
Mstep: Class 2 contains 97598 members 
Entering Unmasked Estep 
Score: -17247594.000000 Penalty: 3910.258545
	Iteration 19Q: 3 clusters Score -1.724759e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70637 members 
Mstep: Class 2 contains 97337 members 
Entering Unmasked Estep 
Score: -17247590.000000 Penalty: 3910.258545
	Iteration 20F: 3 clusters Score -1.724759e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70894 members 
Mstep: Class 2 contains 97080 members 
Entering Unmasked Estep 
Score: -17247642.000000 Penalty: 3910.258545
	Iteration 21Q: 3 clusters Score -1.724764e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71167 members 
Mstep: Class 2 contains 96807 members 
Entering Unmasked Estep 
Score: -17247700.000000 Penalty: 3910.258545
	Iteration 22Q: 3 clusters Score -1.72477e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71447 members 
Mstep: Class 2 contains 96527 members 
Entering Unmasked Estep 
Score: -17247690.000000 Penalty: 3910.258545
	Iteration 23Q: 3 clusters Score -1.724769e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71716 members 
Mstep: Class 2 contains 96258 members 
Entering Unmasked Estep 
Score: -17247672.000000 Penalty: 3910.258545
	Iteration 24Q: 3 clusters Score -1.724767e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71995 members 
Mstep: Class 2 contains 95979 members 
Entering Unmasked Estep 
Score: -17247692.000000 Penalty: 3910.258545
	Iteration 25Q: 3 clusters Score -1.724769e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72303 members 
Mstep: Class 2 contains 95671 members 
Entering Unmasked Estep 
Score: -17247664.000000 Penalty: 3910.258545
	Iteration 26Q: 3 clusters Score -1.724766e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72603 members 
Mstep: Class 2 contains 95371 members 
Entering Unmasked Estep 
Score: -17247708.000000 Penalty: 3910.258545
	Iteration 27Q: 3 clusters Score -1.724771e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72930 members 
Mstep: Class 2 contains 95044 members 
Entering Unmasked Estep 
Score: -17247724.000000 Penalty: 3910.258545
	Iteration 28Q: 3 clusters Score -1.724772e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73266 members 
Mstep: Class 2 contains 94708 members 
Entering Unmasked Estep 
Score: -17247736.000000 Penalty: 3910.258545
	Iteration 29Q: 3 clusters Score -1.724774e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73586 members 
Mstep: Class 2 contains 94388 members 
Entering Unmasked Estep 
Score: -17247702.000000 Penalty: 3910.258545
	Iteration 30Q: 3 clusters Score -1.72477e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73895 members 
Mstep: Class 2 contains 94079 members 
Entering Unmasked Estep 
Score: -17247704.000000 Penalty: 3910.258545
	Iteration 31Q: 3 clusters Score -1.72477e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74212 members 
Mstep: Class 2 contains 93762 members 
Entering Unmasked Estep 
Score: -17247706.000000 Penalty: 3910.258545
	Iteration 32Q: 3 clusters Score -1.724771e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74549 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -17247720.000000 Penalty: 3910.258545
	Iteration 33Q: 3 clusters Score -1.724772e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74889 members 
Mstep: Class 2 contains 93085 members 
Entering Unmasked Estep 
Score: -17247772.000000 Penalty: 3910.258545
	Iteration 34Q: 3 clusters Score -1.724777e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 92763 members 
Entering Unmasked Estep 
Score: -17247790.000000 Penalty: 3910.258545
	Iteration 35Q: 3 clusters Score -1.724779e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75565 members 
Mstep: Class 2 contains 92409 members 
Entering Unmasked Estep 
Score: -17247844.000000 Penalty: 3910.258545
	Iteration 36Q: 3 clusters Score -1.724784e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75889 members 
Mstep: Class 2 contains 92085 members 
Entering Unmasked Estep 
Score: -17247834.000000 Penalty: 3910.258545
	Iteration 37Q: 3 clusters Score -1.724783e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 91771 members 
Entering Unmasked Estep 
Score: -17247818.000000 Penalty: 3910.258545
	Iteration 38Q: 3 clusters Score -1.724782e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76550 members 
Mstep: Class 2 contains 91424 members 
Entering Unmasked Estep 
Score: -17247816.000000 Penalty: 3910.258545
	Iteration 39Q: 3 clusters Score -1.724782e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76859 members 
Mstep: Class 2 contains 91115 members 
Entering Unmasked Estep 
Score: -17247838.000000 Penalty: 3910.258545
	Iteration 40F: 3 clusters Score -1.724784e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 90833 members 
Entering Unmasked Estep 
Score: -17247844.000000 Penalty: 3910.258545
	Iteration 41Q: 3 clusters Score -1.724784e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77412 members 
Mstep: Class 2 contains 90562 members 
Entering Unmasked Estep 
Score: -17247882.000000 Penalty: 3910.258545
	Iteration 42Q: 3 clusters Score -1.724788e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 90296 members 
Entering Unmasked Estep 
Score: -17247904.000000 Penalty: 3910.258545
	Iteration 43Q: 3 clusters Score -1.72479e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77932 members 
Mstep: Class 2 contains 90042 members 
Entering Unmasked Estep 
Score: -17247874.000000 Penalty: 3910.258545
	Iteration 44Q: 3 clusters Score -1.724787e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78187 members 
Mstep: Class 2 contains 89787 members 
Entering Unmasked Estep 
Score: -17247896.000000 Penalty: 3910.258545
	Iteration 45Q: 3 clusters Score -1.72479e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78458 members 
Mstep: Class 2 contains 89516 members 
Entering Unmasked Estep 
Score: -17247922.000000 Penalty: 3910.258545
	Iteration 46Q: 3 clusters Score -1.724792e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78722 members 
Mstep: Class 2 contains 89252 members 
Entering Unmasked Estep 
Score: -17247916.000000 Penalty: 3910.258545
	Iteration 47Q: 3 clusters Score -1.724792e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78987 members 
Mstep: Class 2 contains 88987 members 
Entering Unmasked Estep 
Score: -17247906.000000 Penalty: 3910.258545
	Iteration 48Q: 3 clusters Score -1.724791e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79222 members 
Mstep: Class 2 contains 88752 members 
Entering Unmasked Estep 
Score: -17247870.000000 Penalty: 3910.258545
	Iteration 49Q: 3 clusters Score -1.724787e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79457 members 
Mstep: Class 2 contains 88517 members 
Entering Unmasked Estep 
Score: -17247876.000000 Penalty: 3910.258545
	Iteration 50Q: 3 clusters Score -1.724788e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79693 members 
Mstep: Class 2 contains 88281 members 
Entering Unmasked Estep 
Score: -17247876.000000 Penalty: 3910.258545
	Iteration 51Q: 3 clusters Score -1.724788e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79921 members 
Mstep: Class 2 contains 88053 members 
Entering Unmasked Estep 
Score: -17247862.000000 Penalty: 3910.258545
	Iteration 52Q: 3 clusters Score -1.724786e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80132 members 
Mstep: Class 2 contains 87842 members 
Entering Unmasked Estep 
Score: -17247900.000000 Penalty: 3910.258545
	Iteration 53Q: 3 clusters Score -1.72479e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80346 members 
Mstep: Class 2 contains 87628 members 
Entering Unmasked Estep 
Score: -17247916.000000 Penalty: 3910.258545
	Iteration 54Q: 3 clusters Score -1.724792e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80546 members 
Mstep: Class 2 contains 87428 members 
Entering Unmasked Estep 
Score: -17247926.000000 Penalty: 3910.258545
	Iteration 55Q: 3 clusters Score -1.724793e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80758 members 
Mstep: Class 2 contains 87216 members 
Entering Unmasked Estep 
Score: -17247900.000000 Penalty: 3910.258545
	Iteration 56Q: 3 clusters Score -1.72479e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80984 members 
Mstep: Class 2 contains 86990 members 
Entering Unmasked Estep 
Score: -17247874.000000 Penalty: 3910.258545
	Iteration 57Q: 3 clusters Score -1.724787e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81214 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -17247890.000000 Penalty: 3910.258545
	Iteration 58Q: 3 clusters Score -1.724789e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81439 members 
Mstep: Class 2 contains 86535 members 
Entering Unmasked Estep 
Score: -17247850.000000 Penalty: 3910.258545
	Iteration 59Q: 3 clusters Score -1.724785e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81669 members 
Mstep: Class 2 contains 86305 members 
Entering Unmasked Estep 
Score: -17247854.000000 Penalty: 3910.258545
	Iteration 60F: 3 clusters Score -1.724785e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81885 members 
Mstep: Class 2 contains 86089 members 
Entering Unmasked Estep 
Score: -17247850.000000 Penalty: 3910.258545
	Iteration 61Q: 3 clusters Score -1.724785e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82078 members 
Mstep: Class 2 contains 85896 members 
Entering Unmasked Estep 
Score: -17247828.000000 Penalty: 3910.258545
	Iteration 62Q: 3 clusters Score -1.724783e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82281 members 
Mstep: Class 2 contains 85693 members 
Entering Unmasked Estep 
Score: -17247820.000000 Penalty: 3910.258545
	Iteration 63Q: 3 clusters Score -1.724782e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82499 members 
Mstep: Class 2 contains 85475 members 
Entering Unmasked Estep 
Score: -17247812.000000 Penalty: 3910.258545
	Iteration 64Q: 3 clusters Score -1.724781e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82707 members 
Mstep: Class 2 contains 85267 members 
Entering Unmasked Estep 
Score: -17247786.000000 Penalty: 3910.258545
	Iteration 65Q: 3 clusters Score -1.724779e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82941 members 
Mstep: Class 2 contains 85033 members 
Entering Unmasked Estep 
Score: -17247786.000000 Penalty: 3910.258545
	Iteration 66Q: 3 clusters Score -1.724779e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83183 members 
Mstep: Class 2 contains 84791 members 
Entering Unmasked Estep 
Score: -17247850.000000 Penalty: 3910.258545
	Iteration 67Q: 3 clusters Score -1.724785e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83436 members 
Mstep: Class 2 contains 84538 members 
Entering Unmasked Estep 
Score: -17247798.000000 Penalty: 3910.258545
	Iteration 68Q: 3 clusters Score -1.72478e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83696 members 
Mstep: Class 2 contains 84278 members 
Entering Unmasked Estep 
Score: -17247816.000000 Penalty: 3910.258545
	Iteration 69Q: 3 clusters Score -1.724782e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83969 members 
Mstep: Class 2 contains 84005 members 
Entering Unmasked Estep 
Score: -17247826.000000 Penalty: 3910.258545
	Iteration 70Q: 3 clusters Score -1.724783e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84242 members 
Mstep: Class 2 contains 83732 members 
Entering Unmasked Estep 
Score: -17247858.000000 Penalty: 3910.258545
	Iteration 71Q: 3 clusters Score -1.724786e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 83473 members 
Entering Unmasked Estep 
Score: -17247856.000000 Penalty: 3910.258545
	Iteration 72Q: 3 clusters Score -1.724786e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84779 members 
Mstep: Class 2 contains 83195 members 
Entering Unmasked Estep 
Score: -17247846.000000 Penalty: 3910.258545
	Iteration 73Q: 3 clusters Score -1.724785e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85052 members 
Mstep: Class 2 contains 82922 members 
Entering Unmasked Estep 
Score: -17247804.000000 Penalty: 3910.258545
	Iteration 74Q: 3 clusters Score -1.72478e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85318 members 
Mstep: Class 2 contains 82656 members 
Entering Unmasked Estep 
Score: -17247794.000000 Penalty: 3910.258545
	Iteration 75Q: 3 clusters Score -1.724779e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85600 members 
Mstep: Class 2 contains 82374 members 
Entering Unmasked Estep 
Score: -17247800.000000 Penalty: 3910.258545
	Iteration 76Q: 3 clusters Score -1.72478e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 82041 members 
Entering Unmasked Estep 
Score: -17247758.000000 Penalty: 3910.258545
	Iteration 77Q: 3 clusters Score -1.724776e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86274 members 
Mstep: Class 2 contains 81700 members 
Entering Unmasked Estep 
Score: -17247698.000000 Penalty: 3910.258545
	Iteration 78Q: 3 clusters Score -1.72477e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86611 members 
Mstep: Class 2 contains 81363 members 
Entering Unmasked Estep 
Score: -17247722.000000 Penalty: 3910.258545
	Iteration 79Q: 3 clusters Score -1.724772e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86934 members 
Mstep: Class 2 contains 81040 members 
Entering Unmasked Estep 
Score: -17247694.000000 Penalty: 3910.258545
	Iteration 80F: 3 clusters Score -1.724769e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87287 members 
Mstep: Class 2 contains 80687 members 
Entering Unmasked Estep 
Score: -17247696.000000 Penalty: 3910.258545
	Iteration 81Q: 3 clusters Score -1.72477e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87687 members 
Mstep: Class 2 contains 80287 members 
Entering Unmasked Estep 
Score: -17247742.000000 Penalty: 3910.258545
	Iteration 82Q: 3 clusters Score -1.724774e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88124 members 
Mstep: Class 2 contains 79850 members 
Entering Unmasked Estep 
Score: -17247764.000000 Penalty: 3910.258545
	Iteration 83Q: 3 clusters Score -1.724776e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88617 members 
Mstep: Class 2 contains 79357 members 
Entering Unmasked Estep 
Score: -17247780.000000 Penalty: 3910.258545
	Iteration 84Q: 3 clusters Score -1.724778e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89133 members 
Mstep: Class 2 contains 78841 members 
Entering Unmasked Estep 
Score: -17247744.000000 Penalty: 3910.258545
	Iteration 85Q: 3 clusters Score -1.724774e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89661 members 
Mstep: Class 2 contains 78313 members 
Entering Unmasked Estep 
Score: -17247712.000000 Penalty: 3910.258545
	Iteration 86Q: 3 clusters Score -1.724771e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Mstep: Class 2 contains 77729 members 
Entering Unmasked Estep 
Score: -17247728.000000 Penalty: 3910.258545
	Iteration 87Q: 3 clusters Score -1.724773e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90825 members 
Mstep: Class 2 contains 77149 members 
Entering Unmasked Estep 
Score: -17247714.000000 Penalty: 3910.258545
	Iteration 88Q: 3 clusters Score -1.724771e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91456 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -17247758.000000 Penalty: 3910.258545
	Iteration 89Q: 3 clusters Score -1.724776e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92127 members 
Mstep: Class 2 contains 75847 members 
Entering Unmasked Estep 
Score: -17247814.000000 Penalty: 3910.258545
	Iteration 90Q: 3 clusters Score -1.724781e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92829 members 
Mstep: Class 2 contains 75145 members 
Entering Unmasked Estep 
Score: -17247808.000000 Penalty: 3910.258545
	Iteration 91Q: 3 clusters Score -1.724781e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93538 members 
Mstep: Class 2 contains 74436 members 
Entering Unmasked Estep 
Score: -17247770.000000 Penalty: 3910.258545
	Iteration 92Q: 3 clusters Score -1.724777e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94295 members 
Mstep: Class 2 contains 73679 members 
Entering Unmasked Estep 
Score: -17247742.000000 Penalty: 3910.258545
	Iteration 93Q: 3 clusters Score -1.724774e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95104 members 
Mstep: Class 2 contains 72870 members 
Entering Unmasked Estep 
Score: -17247772.000000 Penalty: 3910.258545
	Iteration 94Q: 3 clusters Score -1.724777e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95945 members 
Mstep: Class 2 contains 72029 members 
Entering Unmasked Estep 
Score: -17247722.000000 Penalty: 3910.258545
	Iteration 95Q: 3 clusters Score -1.724772e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96831 members 
Mstep: Class 2 contains 71143 members 
Entering Unmasked Estep 
Score: -17247772.000000 Penalty: 3910.258545
	Iteration 96Q: 3 clusters Score -1.724777e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97690 members 
Mstep: Class 2 contains 70284 members 
Entering Unmasked Estep 
Score: -17247818.000000 Penalty: 3910.258545
	Iteration 97Q: 3 clusters Score -1.724782e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98587 members 
Mstep: Class 2 contains 69387 members 
Entering Unmasked Estep 
Score: -17247798.000000 Penalty: 3910.258545
	Iteration 98Q: 3 clusters Score -1.72478e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99532 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -17247836.000000 Penalty: 3910.258545
	Iteration 99Q: 3 clusters Score -1.724784e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100562 members 
Mstep: Class 2 contains 67412 members 
Entering Unmasked Estep 
Score: -17247928.000000 Penalty: 3910.258545
	Iteration 100F: 3 clusters Score -1.724793e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101600 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -17248008.000000 Penalty: 3910.258545
	Iteration 101Q: 3 clusters Score -1.724801e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102660 members 
Mstep: Class 2 contains 65314 members 
Entering Unmasked Estep 
Score: -17248024.000000 Penalty: 3910.258545
	Iteration 102Q: 3 clusters Score -1.724802e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103736 members 
Mstep: Class 2 contains 64238 members 
Entering Unmasked Estep 
Score: -17247974.000000 Penalty: 3910.258545
	Iteration 103Q: 3 clusters Score -1.724797e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104871 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
Score: -17247962.000000 Penalty: 3910.258545
	Iteration 104Q: 3 clusters Score -1.724796e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106047 members 
Mstep: Class 2 contains 61927 members 
Entering Unmasked Estep 
Score: -17247964.000000 Penalty: 3910.258545
	Iteration 105Q: 3 clusters Score -1.724796e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107230 members 
Mstep: Class 2 contains 60744 members 
Entering Unmasked Estep 
Score: -17247934.000000 Penalty: 3910.258545
	Iteration 106Q: 3 clusters Score -1.724793e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108370 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -17247906.000000 Penalty: 3910.258545
	Iteration 107Q: 3 clusters Score -1.724791e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109518 members 
Mstep: Class 2 contains 58456 members 
Entering Unmasked Estep 
Score: -17247974.000000 Penalty: 3910.258545
	Iteration 108Q: 3 clusters Score -1.724797e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110612 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -17247946.000000 Penalty: 3910.258545
	Iteration 109Q: 3 clusters Score -1.724795e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111763 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -17248002.000000 Penalty: 3910.258545
	Iteration 110Q: 3 clusters Score -1.7248e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112871 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -17248088.000000 Penalty: 3910.258545
	Iteration 111Q: 3 clusters Score -1.724809e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113962 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -17248158.000000 Penalty: 3910.258545
	Iteration 112Q: 3 clusters Score -1.724816e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115082 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -17248178.000000 Penalty: 3910.258545
	Iteration 113Q: 3 clusters Score -1.724818e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116200 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -17248248.000000 Penalty: 3910.258545
	Iteration 114Q: 3 clusters Score -1.724825e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117353 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -17248340.000000 Penalty: 3910.258545
	Iteration 115Q: 3 clusters Score -1.724834e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118592 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -17248346.000000 Penalty: 3910.258545
	Iteration 116Q: 3 clusters Score -1.724835e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119834 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -17248256.000000 Penalty: 3910.258545
	Iteration 117Q: 3 clusters Score -1.724826e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121087 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -17248222.000000 Penalty: 3910.258545
	Iteration 118Q: 3 clusters Score -1.724822e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122348 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -17248296.000000 Penalty: 3910.258545
	Iteration 119Q: 3 clusters Score -1.72483e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123623 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -17248316.000000 Penalty: 3910.258545
	Iteration 120F: 3 clusters Score -1.724832e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124917 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -17248468.000000 Penalty: 3910.258545
	Iteration 121Q: 3 clusters Score -1.724847e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126235 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -17248746.000000 Penalty: 3910.258545
	Iteration 122Q: 3 clusters Score -1.724875e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127530 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -17248770.000000 Penalty: 3910.258545
	Iteration 123Q: 3 clusters Score -1.724877e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128848 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -17248876.000000 Penalty: 3910.258545
	Iteration 124Q: 3 clusters Score -1.724888e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130227 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -17249042.000000 Penalty: 3910.258545
	Iteration 125Q: 3 clusters Score -1.724904e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131649 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -17249306.000000 Penalty: 3910.258545
	Iteration 126Q: 3 clusters Score -1.724931e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133120 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -17249540.000000 Penalty: 3910.258545
	Iteration 127Q: 3 clusters Score -1.724954e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134612 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -17249680.000000 Penalty: 3910.258545
	Iteration 128Q: 3 clusters Score -1.724968e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136121 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -17249970.000000 Penalty: 3910.258545
	Iteration 129Q: 3 clusters Score -1.724997e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137675 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -17250220.000000 Penalty: 3910.258545
	Iteration 130Q: 3 clusters Score -1.725022e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139237 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -17250524.000000 Penalty: 3910.258545
	Iteration 131Q: 3 clusters Score -1.725052e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140830 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -17250858.000000 Penalty: 3910.258545
	Iteration 132Q: 3 clusters Score -1.725086e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142365 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -17251152.000000 Penalty: 3910.258545
	Iteration 133Q: 3 clusters Score -1.725115e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143924 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -17251404.000000 Penalty: 3910.258545
	Iteration 134Q: 3 clusters Score -1.72514e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145462 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -17251586.000000 Penalty: 3910.258545
	Iteration 135Q: 3 clusters Score -1.725159e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146948 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -17251740.000000 Penalty: 3910.258545
	Iteration 136Q: 3 clusters Score -1.725174e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148362 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -17251892.000000 Penalty: 3910.258545
	Iteration 137Q: 3 clusters Score -1.725189e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149711 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -17252138.000000 Penalty: 3910.258545
	Iteration 138Q: 3 clusters Score -1.725214e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151078 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -17252418.000000 Penalty: 3910.258545
	Iteration 139Q: 3 clusters Score -1.725242e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152405 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -17252526.000000 Penalty: 3910.258545
	Iteration 140F: 3 clusters Score -1.725253e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153712 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -17252654.000000 Penalty: 3910.258545
	Iteration 141Q: 3 clusters Score -1.725265e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154987 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -17252892.000000 Penalty: 3910.258545
	Iteration 142Q: 3 clusters Score -1.725289e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156267 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -17253066.000000 Penalty: 3910.258545
	Iteration 143Q: 3 clusters Score -1.725307e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157473 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -17253298.000000 Penalty: 3910.258545
	Iteration 144Q: 3 clusters Score -1.72533e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158580 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -17253390.000000 Penalty: 3910.258545
	Iteration 145Q: 3 clusters Score -1.725339e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159573 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -17253570.000000 Penalty: 3910.258545
	Iteration 146Q: 3 clusters Score -1.725357e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160477 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -17253684.000000 Penalty: 3910.258545
	Iteration 147Q: 3 clusters Score -1.725368e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161257 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -17253844.000000 Penalty: 3910.258545
	Iteration 148Q: 3 clusters Score -1.725384e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161942 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -17253976.000000 Penalty: 3910.258545
	Iteration 149Q: 3 clusters Score -1.725398e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162511 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -17254130.000000 Penalty: 3910.258545
	Iteration 150Q: 3 clusters Score -1.725413e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162999 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -17254214.000000 Penalty: 3910.258545
	Iteration 151Q: 3 clusters Score -1.725421e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163457 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -17254322.000000 Penalty: 3910.258545
	Iteration 152Q: 3 clusters Score -1.725432e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163870 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -17254392.000000 Penalty: 3910.258545
	Iteration 153Q: 3 clusters Score -1.725439e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164218 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -17254462.000000 Penalty: 3910.258545
	Iteration 154Q: 3 clusters Score -1.725446e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164487 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -17254482.000000 Penalty: 3910.258545
	Iteration 155Q: 3 clusters Score -1.725448e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164702 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -17254534.000000 Penalty: 3910.258545
	Iteration 156Q: 3 clusters Score -1.725453e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164894 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -17254586.000000 Penalty: 3910.258545
	Iteration 157Q: 3 clusters Score -1.725459e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165068 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -17254640.000000 Penalty: 3910.258545
	Iteration 158Q: 3 clusters Score -1.725464e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165203 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -17254662.000000 Penalty: 3910.258545
	Iteration 159Q: 3 clusters Score -1.725466e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165295 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -17254686.000000 Penalty: 3910.258545
	Iteration 160F: 3 clusters Score -1.725469e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165405 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -17254706.000000 Penalty: 3910.258545
	Iteration 161Q: 3 clusters Score -1.725471e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165513 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -17254714.000000 Penalty: 3910.258545
	Iteration 162Q: 3 clusters Score -1.725471e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165624 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -17254752.000000 Penalty: 3910.258545
	Iteration 163Q: 3 clusters Score -1.725475e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165752 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -17254770.000000 Penalty: 3910.258545
	Iteration 164Q: 3 clusters Score -1.725477e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165855 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -17254810.000000 Penalty: 3910.258545
	Iteration 165Q: 3 clusters Score -1.725481e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165951 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -17254824.000000 Penalty: 3910.258545
	Iteration 166Q: 3 clusters Score -1.725482e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166032 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -17254840.000000 Penalty: 3910.258545
	Iteration 167Q: 3 clusters Score -1.725484e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166095 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -17254866.000000 Penalty: 3910.258545
	Iteration 168Q: 3 clusters Score -1.725487e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166152 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -17254890.000000 Penalty: 3910.258545
	Iteration 169Q: 3 clusters Score -1.725489e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166197 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -17254918.000000 Penalty: 3910.258545
	Iteration 170Q: 3 clusters Score -1.725492e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166227 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -17254906.000000 Penalty: 3910.258545
	Iteration 171Q: 3 clusters Score -1.725491e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166254 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -17254918.000000 Penalty: 3910.258545
	Iteration 172Q: 3 clusters Score -1.725492e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166281 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -17254928.000000 Penalty: 3910.258545
	Iteration 173Q: 3 clusters Score -1.725493e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166297 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -17254922.000000 Penalty: 3910.258545
	Iteration 174Q: 3 clusters Score -1.725492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166307 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -17254926.000000 Penalty: 3910.258545
	Iteration 175Q: 3 clusters Score -1.725493e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166325 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -17254934.000000 Penalty: 3910.258545
	Iteration 176Q: 3 clusters Score -1.725493e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166333 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -17254928.000000 Penalty: 3910.258545
	Iteration 177Q: 3 clusters Score -1.725493e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166340 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -17254946.000000 Penalty: 3910.258545
	Iteration 178Q: 3 clusters Score -1.725495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166345 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -17254938.000000 Penalty: 3910.258545
	Iteration 179Q: 3 clusters Score -1.725494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166351 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -17254958.000000 Penalty: 3910.258545
	Iteration 180F: 3 clusters Score -1.725496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166357 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -17254956.000000 Penalty: 3910.258545
	Iteration 181Q: 3 clusters Score -1.725496e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166366 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -17254966.000000 Penalty: 3910.258545
	Iteration 182Q: 3 clusters Score -1.725497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166371 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -17254964.000000 Penalty: 3910.258545
	Iteration 183Q: 3 clusters Score -1.725496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166380 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -17254960.000000 Penalty: 3910.258545
	Iteration 184Q: 3 clusters Score -1.725496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166391 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -17254960.000000 Penalty: 3910.258545
	Iteration 185Q: 3 clusters Score -1.725496e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166398 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -17254964.000000 Penalty: 3910.258545
	Iteration 186Q: 3 clusters Score -1.725496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166406 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -17254974.000000 Penalty: 3910.258545
	Iteration 187Q: 3 clusters Score -1.725497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166409 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -17254974.000000 Penalty: 3910.258545
	Iteration 188Q: 3 clusters Score -1.725497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166413 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -17254980.000000 Penalty: 3910.258545
	Iteration 189Q: 3 clusters Score -1.725498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166422 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -17254984.000000 Penalty: 3910.258545
	Iteration 190Q: 3 clusters Score -1.725498e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166429 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -17254968.000000 Penalty: 3910.258545
	Iteration 191Q: 3 clusters Score -1.725497e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166432 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -17254974.000000 Penalty: 3910.258545
	Iteration 192Q: 3 clusters Score -1.725497e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166438 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -17254970.000000 Penalty: 3910.258545
	Iteration 193Q: 3 clusters Score -1.725497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166442 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -17254960.000000 Penalty: 3910.258545
	Iteration 194Q: 3 clusters Score -1.725496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166442 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -17254950.000000 Penalty: 3910.258545
	Iteration 195Q: 3 clusters Score -1.725495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166448 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -17254940.000000 Penalty: 3910.258545
	Iteration 196Q: 3 clusters Score -1.725494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166452 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -17254948.000000 Penalty: 3910.258545
	Iteration 197Q: 3 clusters Score -1.725495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166454 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -17254946.000000 Penalty: 3910.258545
	Iteration 198Q: 3 clusters Score -1.725495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166455 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -17254948.000000 Penalty: 3910.258545
	Iteration 199Q: 3 clusters Score -1.725495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166456 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -17254960.000000 Penalty: 3910.258545
	Iteration 200F: 3 clusters Score -1.725496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166456 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -17254958.000000 Penalty: 3910.258545
	Iteration 201Q: 3 clusters Score -1.725496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166456 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -17254958.000000 Penalty: 3910.258545
	Iteration 202F: 3 clusters Score -1.725496e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (117295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117295 members 
Entering Unmasked Estep 
Score: -12043520.000000 Penalty: 1896.772705
	Iteration 0F: 2 clusters Score -1.204352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 58646 members 
Entering Unmasked Estep 
Score: -11965449.000000 Penalty: 3793.545410
	Iteration 0F: 3 clusters Score -1.196545e+07 nChanged 56519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60618 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -11998042.000000 Penalty: 3793.545410
	Iteration 1F: 3 clusters Score -1.199804e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62686 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -11999234.000000 Penalty: 3793.545410
	Iteration 2Q: 3 clusters Score -1.199923e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65942 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -12001179.000000 Penalty: 3793.545410
	Iteration 3Q: 3 clusters Score -1.200118e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -12004199.000000 Penalty: 3793.545410
	Iteration 4F: 3 clusters Score -1.20042e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76589 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -12008844.000000 Penalty: 3793.545410
	Iteration 5F: 3 clusters Score -1.200884e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83876 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -12014824.000000 Penalty: 3793.545410
	Iteration 6F: 3 clusters Score -1.201482e+07 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91849 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -12022041.000000 Penalty: 3793.545410
	Iteration 7F: 3 clusters Score -1.202204e+07 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99630 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -12029195.000000 Penalty: 3793.545410
	Iteration 8F: 3 clusters Score -1.20292e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106104 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -12034820.000000 Penalty: 3793.545410
	Iteration 9F: 3 clusters Score -1.203482e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110489 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -12038325.000000 Penalty: 3793.545410
	Iteration 10Q: 3 clusters Score -1.203832e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113170 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -12040119.000000 Penalty: 3793.545410
	Iteration 11Q: 3 clusters Score -1.204012e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114697 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -12041029.000000 Penalty: 3793.545410
	Iteration 12Q: 3 clusters Score -1.204103e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115523 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -12041478.000000 Penalty: 3793.545410
	Iteration 13Q: 3 clusters Score -1.204148e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115947 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -12041715.000000 Penalty: 3793.545410
	Iteration 14Q: 3 clusters Score -1.204172e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116197 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -12041880.000000 Penalty: 3793.545410
	Iteration 15Q: 3 clusters Score -1.204188e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116336 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -12042044.000000 Penalty: 3793.545410
	Iteration 16Q: 3 clusters Score -1.204204e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116406 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -12042137.000000 Penalty: 3793.545410
	Iteration 17Q: 3 clusters Score -1.204214e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116427 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -12042217.000000 Penalty: 3793.545410
	Iteration 18Q: 3 clusters Score -1.204222e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116433 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -12042279.000000 Penalty: 3793.545410
	Iteration 19Q: 3 clusters Score -1.204228e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116413 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -12042315.000000 Penalty: 3793.545410
	Iteration 20F: 3 clusters Score -1.204232e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116400 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -12042386.000000 Penalty: 3793.545410
	Iteration 21Q: 3 clusters Score -1.204239e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116370 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -12042450.000000 Penalty: 3793.545410
	Iteration 22Q: 3 clusters Score -1.204245e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116342 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -12042479.000000 Penalty: 3793.545410
	Iteration 23Q: 3 clusters Score -1.204248e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116301 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -12042532.000000 Penalty: 3793.545410
	Iteration 24Q: 3 clusters Score -1.204253e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116267 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -12042575.000000 Penalty: 3793.545410
	Iteration 25Q: 3 clusters Score -1.204258e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116238 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -12042603.000000 Penalty: 3793.545410
	Iteration 26Q: 3 clusters Score -1.20426e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116216 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -12042609.000000 Penalty: 3793.545410
	Iteration 27Q: 3 clusters Score -1.204261e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116185 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -12042648.000000 Penalty: 3793.545410
	Iteration 28Q: 3 clusters Score -1.204265e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116156 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -12042658.000000 Penalty: 3793.545410
	Iteration 29Q: 3 clusters Score -1.204266e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116130 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -12042659.000000 Penalty: 3793.545410
	Iteration 30Q: 3 clusters Score -1.204266e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116107 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -12042645.000000 Penalty: 3793.545410
	Iteration 31Q: 3 clusters Score -1.204264e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116087 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -12042644.000000 Penalty: 3793.545410
	Iteration 32Q: 3 clusters Score -1.204264e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116069 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -12042642.000000 Penalty: 3793.545410
	Iteration 33Q: 3 clusters Score -1.204264e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116055 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -12042643.000000 Penalty: 3793.545410
	Iteration 34Q: 3 clusters Score -1.204264e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116041 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -12042659.000000 Penalty: 3793.545410
	Iteration 35Q: 3 clusters Score -1.204266e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116025 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -12042653.000000 Penalty: 3793.545410
	Iteration 36Q: 3 clusters Score -1.204265e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116011 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -12042645.000000 Penalty: 3793.545410
	Iteration 37Q: 3 clusters Score -1.204264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116000 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -12042651.000000 Penalty: 3793.545410
	Iteration 38Q: 3 clusters Score -1.204265e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115986 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -12042661.000000 Penalty: 3793.545410
	Iteration 39Q: 3 clusters Score -1.204266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115976 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12042675.000000 Penalty: 3793.545410
	Iteration 40F: 3 clusters Score -1.204268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115971 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -12042675.000000 Penalty: 3793.545410
	Iteration 41Q: 3 clusters Score -1.204268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115971 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -12042675.000000 Penalty: 3793.545410
	Iteration 42F: 3 clusters Score -1.204268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Entering Unmasked Estep 
Score: -2605065.750000 Penalty: 1655.156616
	Iteration 0F: 2 clusters Score -2605066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -2587234.250000 Penalty: 3310.313232
	Iteration 0F: 3 clusters Score -2587234 nChanged 12080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2593879.000000 Penalty: 3310.313232
	Iteration 1F: 3 clusters Score -2593879 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2594282.750000 Penalty: 3310.313232
	Iteration 2Q: 3 clusters Score -2594283 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2594739.500000 Penalty: 3310.313232
	Iteration 3Q: 3 clusters Score -2594740 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2595241.000000 Penalty: 3310.313232
	Iteration 4Q: 3 clusters Score -2595241 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2595902.250000 Penalty: 3310.313232
	Iteration 5Q: 3 clusters Score -2595902 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2596821.750000 Penalty: 3310.313232
	Iteration 6F: 3 clusters Score -2596822 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2598054.500000 Penalty: 3310.313232
	Iteration 7F: 3 clusters Score -2598054 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -2599460.500000 Penalty: 3310.313232
	Iteration 8F: 3 clusters Score -2599460 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -2600776.250000 Penalty: 3310.313232
	Iteration 9F: 3 clusters Score -2600776 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -2601875.500000 Penalty: 3310.313232
	Iteration 10Q: 3 clusters Score -2601876 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -2602600.000000 Penalty: 3310.313232
	Iteration 11Q: 3 clusters Score -2602600 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -2603048.000000 Penalty: 3310.313232
	Iteration 12Q: 3 clusters Score -2603048 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -2603299.250000 Penalty: 3310.313232
	Iteration 13Q: 3 clusters Score -2603299 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -2603411.000000 Penalty: 3310.313232
	Iteration 14Q: 3 clusters Score -2603411 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -2603480.500000 Penalty: 3310.313232
	Iteration 15Q: 3 clusters Score -2603480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -2603525.500000 Penalty: 3310.313232
	Iteration 16Q: 3 clusters Score -2603526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -2603552.750000 Penalty: 3310.313232
	Iteration 17Q: 3 clusters Score -2603553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -2603567.000000 Penalty: 3310.313232
	Iteration 18Q: 3 clusters Score -2603567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -2603584.250000 Penalty: 3310.313232
	Iteration 19Q: 3 clusters Score -2603584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -2603601.500000 Penalty: 3310.313232
	Iteration 20F: 3 clusters Score -2603602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -2603616.500000 Penalty: 3310.313232
	Iteration 21Q: 3 clusters Score -2603616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -2603628.750000 Penalty: 3310.313232
	Iteration 22Q: 3 clusters Score -2603629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -2603630.750000 Penalty: 3310.313232
	Iteration 23Q: 3 clusters Score -2603631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -2603633.250000 Penalty: 3310.313232
	Iteration 24Q: 3 clusters Score -2603633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -2603638.750000 Penalty: 3310.313232
	Iteration 25Q: 3 clusters Score -2603639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -2603639.750000 Penalty: 3310.313232
	Iteration 26Q: 3 clusters Score -2603640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -2603645.000000 Penalty: 3310.313232
	Iteration 27Q: 3 clusters Score -2603645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -2603645.500000 Penalty: 3310.313232
	Iteration 28Q: 3 clusters Score -2603646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -2603645.750000 Penalty: 3310.313232
	Iteration 29Q: 3 clusters Score -2603646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -2603645.750000 Penalty: 3310.313232
	Iteration 30F: 3 clusters Score -2603646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Entering Unmasked Estep 
Score: -961271.875000 Penalty: 1486.054077
	Iteration 0F: 2 clusters Score -961271.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -954501.312500 Penalty: 2972.108154
	Iteration 0F: 3 clusters Score -954501.3 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -956736.937500 Penalty: 2972.108154
	Iteration 1F: 3 clusters Score -956736.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -956954.062500 Penalty: 2972.108154
	Iteration 2F: 3 clusters Score -956954.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -957125.875000 Penalty: 2972.108154
	Iteration 3Q: 3 clusters Score -957125.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -957282.500000 Penalty: 2972.108154
	Iteration 4Q: 3 clusters Score -957282.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -957440.250000 Penalty: 2972.108154
	Iteration 5Q: 3 clusters Score -957440.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -957598.500000 Penalty: 2972.108154
	Iteration 6Q: 3 clusters Score -957598.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -957755.125000 Penalty: 2972.108154
	Iteration 7Q: 3 clusters Score -957755.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -957932.812500 Penalty: 2972.108154
	Iteration 8Q: 3 clusters Score -957932.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -958124.625000 Penalty: 2972.108154
	Iteration 9Q: 3 clusters Score -958124.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -958340.625000 Penalty: 2972.108154
	Iteration 10Q: 3 clusters Score -958340.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -958562.062500 Penalty: 2972.108154
	Iteration 11Q: 3 clusters Score -958562.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -958779.375000 Penalty: 2972.108154
	Iteration 12Q: 3 clusters Score -958779.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -958934.500000 Penalty: 2972.108154
	Iteration 13Q: 3 clusters Score -958934.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -959041.562500 Penalty: 2972.108154
	Iteration 14Q: 3 clusters Score -959041.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -959102.687500 Penalty: 2972.108154
	Iteration 15Q: 3 clusters Score -959102.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -959145.187500 Penalty: 2972.108154
	Iteration 16Q: 3 clusters Score -959145.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -959174.937500 Penalty: 2972.108154
	Iteration 17Q: 3 clusters Score -959174.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -959202.750000 Penalty: 2972.108154
	Iteration 18Q: 3 clusters Score -959202.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -959226.375000 Penalty: 2972.108154
	Iteration 19Q: 3 clusters Score -959226.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -959247.625000 Penalty: 2972.108154
	Iteration 20F: 3 clusters Score -959247.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -959264.687500 Penalty: 2972.108154
	Iteration 21Q: 3 clusters Score -959264.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -959276.562500 Penalty: 2972.108154
	Iteration 22Q: 3 clusters Score -959276.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -959286.937500 Penalty: 2972.108154
	Iteration 23Q: 3 clusters Score -959286.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -959295.875000 Penalty: 2972.108154
	Iteration 24Q: 3 clusters Score -959295.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -959306.375000 Penalty: 2972.108154
	Iteration 25Q: 3 clusters Score -959306.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -959322.750000 Penalty: 2972.108154
	Iteration 26Q: 3 clusters Score -959322.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -959335.687500 Penalty: 2972.108154
	Iteration 27Q: 3 clusters Score -959335.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -959347.562500 Penalty: 2972.108154
	Iteration 28Q: 3 clusters Score -959347.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -959361.500000 Penalty: 2972.108154
	Iteration 29Q: 3 clusters Score -959361.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -959372.312500 Penalty: 2972.108154
	Iteration 30Q: 3 clusters Score -959372.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -959380.250000 Penalty: 2972.108154
	Iteration 31Q: 3 clusters Score -959380.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -959385.562500 Penalty: 2972.108154
	Iteration 32Q: 3 clusters Score -959385.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -959392.125000 Penalty: 2972.108154
	Iteration 33Q: 3 clusters Score -959392.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -959398.625000 Penalty: 2972.108154
	Iteration 34Q: 3 clusters Score -959398.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -959405.062500 Penalty: 2972.108154
	Iteration 35Q: 3 clusters Score -959405.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -959411.812500 Penalty: 2972.108154
	Iteration 36Q: 3 clusters Score -959411.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -959418.437500 Penalty: 2972.108154
	Iteration 37Q: 3 clusters Score -959418.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -959423.562500 Penalty: 2972.108154
	Iteration 38Q: 3 clusters Score -959423.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -959432.375000 Penalty: 2972.108154
	Iteration 39Q: 3 clusters Score -959432.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -959438.250000 Penalty: 2972.108154
	Iteration 40F: 3 clusters Score -959438.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -959445.687500 Penalty: 2972.108154
	Iteration 41Q: 3 clusters Score -959445.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -959448.625000 Penalty: 2972.108154
	Iteration 42Q: 3 clusters Score -959448.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -959452.562500 Penalty: 2972.108154
	Iteration 43Q: 3 clusters Score -959452.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -959460.937500 Penalty: 2972.108154
	Iteration 44Q: 3 clusters Score -959460.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -959467.562500 Penalty: 2972.108154
	Iteration 45Q: 3 clusters Score -959467.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -959474.875000 Penalty: 2972.108154
	Iteration 46Q: 3 clusters Score -959474.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -959481.562500 Penalty: 2972.108154
	Iteration 47Q: 3 clusters Score -959481.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -959487.937500 Penalty: 2972.108154
	Iteration 48Q: 3 clusters Score -959487.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -959486.937500 Penalty: 2972.108154
	Iteration 49Q: 3 clusters Score -959486.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -959488.000000 Penalty: 2972.108154
	Iteration 50Q: 3 clusters Score -959488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -959494.812500 Penalty: 2972.108154
	Iteration 51Q: 3 clusters Score -959494.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -959495.312500 Penalty: 2972.108154
	Iteration 52Q: 3 clusters Score -959495.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -959501.687500 Penalty: 2972.108154
	Iteration 53Q: 3 clusters Score -959501.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -959510.437500 Penalty: 2972.108154
	Iteration 54Q: 3 clusters Score -959510.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -959514.750000 Penalty: 2972.108154
	Iteration 55Q: 3 clusters Score -959514.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -959522.812500 Penalty: 2972.108154
	Iteration 56Q: 3 clusters Score -959522.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -959530.875000 Penalty: 2972.108154
	Iteration 57Q: 3 clusters Score -959530.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -959543.500000 Penalty: 2972.108154
	Iteration 58Q: 3 clusters Score -959543.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -959550.937500 Penalty: 2972.108154
	Iteration 59Q: 3 clusters Score -959550.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -959560.687500 Penalty: 2972.108154
	Iteration 60F: 3 clusters Score -959560.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -959563.750000 Penalty: 2972.108154
	Iteration 61Q: 3 clusters Score -959563.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -959569.250000 Penalty: 2972.108154
	Iteration 62Q: 3 clusters Score -959569.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -959574.500000 Penalty: 2972.108154
	Iteration 63Q: 3 clusters Score -959574.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -959580.750000 Penalty: 2972.108154
	Iteration 64Q: 3 clusters Score -959580.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -959581.625000 Penalty: 2972.108154
	Iteration 65Q: 3 clusters Score -959581.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -959583.125000 Penalty: 2972.108154
	Iteration 66Q: 3 clusters Score -959583.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -959585.937500 Penalty: 2972.108154
	Iteration 67Q: 3 clusters Score -959585.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -959587.562500 Penalty: 2972.108154
	Iteration 68Q: 3 clusters Score -959587.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -959587.562500 Penalty: 2972.108154
	Iteration 69Q: 3 clusters Score -959587.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -959589.562500 Penalty: 2972.108154
	Iteration 70Q: 3 clusters Score -959589.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -959589.437500 Penalty: 2972.108154
	Iteration 71Q: 3 clusters Score -959589.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -959590.625000 Penalty: 2972.108154
	Iteration 72Q: 3 clusters Score -959590.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -959592.875000 Penalty: 2972.108154
	Iteration 73Q: 3 clusters Score -959592.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -959597.937500 Penalty: 2972.108154
	Iteration 74Q: 3 clusters Score -959597.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -959601.812500 Penalty: 2972.108154
	Iteration 75Q: 3 clusters Score -959601.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -959608.125000 Penalty: 2972.108154
	Iteration 76Q: 3 clusters Score -959608.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -959608.625000 Penalty: 2972.108154
	Iteration 77Q: 3 clusters Score -959608.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -959615.250000 Penalty: 2972.108154
	Iteration 78Q: 3 clusters Score -959615.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -959615.187500 Penalty: 2972.108154
	Iteration 79Q: 3 clusters Score -959615.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -959617.000000 Penalty: 2972.108154
	Iteration 80F: 3 clusters Score -959617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -959618.375000 Penalty: 2972.108154
	Iteration 81Q: 3 clusters Score -959618.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -959621.312500 Penalty: 2972.108154
	Iteration 82Q: 3 clusters Score -959621.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -959621.000000 Penalty: 2972.108154
	Iteration 83Q: 3 clusters Score -959621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -959622.875000 Penalty: 2972.108154
	Iteration 84Q: 3 clusters Score -959622.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -959626.812500 Penalty: 2972.108154
	Iteration 85Q: 3 clusters Score -959626.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -959628.812500 Penalty: 2972.108154
	Iteration 86Q: 3 clusters Score -959628.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -959629.812500 Penalty: 2972.108154
	Iteration 87Q: 3 clusters Score -959629.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -959630.437500 Penalty: 2972.108154
	Iteration 88Q: 3 clusters Score -959630.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -959632.000000 Penalty: 2972.108154
	Iteration 89Q: 3 clusters Score -959632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -959638.000000 Penalty: 2972.108154
	Iteration 90Q: 3 clusters Score -959638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -959640.562500 Penalty: 2972.108154
	Iteration 91Q: 3 clusters Score -959640.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -959643.312500 Penalty: 2972.108154
	Iteration 92Q: 3 clusters Score -959643.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -959643.250000 Penalty: 2972.108154
	Iteration 93Q: 3 clusters Score -959643.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -959644.000000 Penalty: 2972.108154
	Iteration 94Q: 3 clusters Score -959644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -959645.875000 Penalty: 2972.108154
	Iteration 95Q: 3 clusters Score -959645.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -959646.625000 Penalty: 2972.108154
	Iteration 96Q: 3 clusters Score -959646.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -959646.125000 Penalty: 2972.108154
	Iteration 97Q: 3 clusters Score -959646.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -959646.312500 Penalty: 2972.108154
	Iteration 98Q: 3 clusters Score -959646.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -959647.250000 Penalty: 2972.108154
	Iteration 99Q: 3 clusters Score -959647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -959646.625000 Penalty: 2972.108154
	Iteration 100F: 3 clusters Score -959646.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -959646.750000 Penalty: 2972.108154
	Iteration 101Q: 3 clusters Score -959646.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -959646.812500 Penalty: 2972.108154
	Iteration 102Q: 3 clusters Score -959646.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -959646.812500 Penalty: 2972.108154
	Iteration 103F: 3 clusters Score -959646.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Entering Unmasked Estep 
Score: -180968.078125 Penalty: 1208.066895
	Iteration 0F: 2 clusters Score -180968.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -179130.609375 Penalty: 2416.133789
	Iteration 0F: 3 clusters Score -179130.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -179492.359375 Penalty: 2416.133789
	Iteration 1F: 3 clusters Score -179492.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -179567.015625 Penalty: 2416.133789
	Iteration 2F: 3 clusters Score -179567 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -179605.500000 Penalty: 2416.133789
	Iteration 3Q: 3 clusters Score -179605.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -179640.187500 Penalty: 2416.133789
	Iteration 4Q: 3 clusters Score -179640.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -179665.484375 Penalty: 2416.133789
	Iteration 5Q: 3 clusters Score -179665.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -179679.250000 Penalty: 2416.133789
	Iteration 6Q: 3 clusters Score -179679.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -179689.234375 Penalty: 2416.133789
	Iteration 7Q: 3 clusters Score -179689.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -179698.796875 Penalty: 2416.133789
	Iteration 8Q: 3 clusters Score -179698.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -179705.812500 Penalty: 2416.133789
	Iteration 9Q: 3 clusters Score -179705.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -179710.562500 Penalty: 2416.133789
	Iteration 10Q: 3 clusters Score -179710.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -179711.953125 Penalty: 2416.133789
	Iteration 11Q: 3 clusters Score -179712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -179712.953125 Penalty: 2416.133789
	Iteration 12Q: 3 clusters Score -179713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -179713.500000 Penalty: 2416.133789
	Iteration 13Q: 3 clusters Score -179713.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -179713.671875 Penalty: 2416.133789
	Iteration 14Q: 3 clusters Score -179713.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -179713.671875 Penalty: 2416.133789
	Iteration 15F: 3 clusters Score -179713.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (180059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180059 members 
Entering Unmasked Estep 
Score: -18141158.000000 Penalty: 1966.418945
	Iteration 0F: 2 clusters Score -1.814116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90159 members 
Mstep: Class 2 contains 89900 members 
Entering Unmasked Estep 
Score: -18024190.000000 Penalty: 3932.837891
	Iteration 0F: 3 clusters Score -1.802419e+07 nChanged 86931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92648 members 
Mstep: Class 2 contains 87411 members 
Entering Unmasked Estep 
Score: -18075630.000000 Penalty: 3932.837891
	Iteration 1F: 3 clusters Score -1.807563e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94175 members 
Mstep: Class 2 contains 85884 members 
Entering Unmasked Estep 
Score: -18076662.000000 Penalty: 3932.837891
	Iteration 2Q: 3 clusters Score -1.807666e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96579 members 
Mstep: Class 2 contains 83480 members 
Entering Unmasked Estep 
Score: -18077876.000000 Penalty: 3932.837891
	Iteration 3Q: 3 clusters Score -1.807788e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100466 members 
Mstep: Class 2 contains 79593 members 
Entering Unmasked Estep 
Score: -18079946.000000 Penalty: 3932.837891
	Iteration 4Q: 3 clusters Score -1.807995e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106512 members 
Mstep: Class 2 contains 73547 members 
Entering Unmasked Estep 
Score: -18082928.000000 Penalty: 3932.837891
	Iteration 5Q: 3 clusters Score -1.808293e+07 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115370 members 
Mstep: Class 2 contains 64689 members 
Entering Unmasked Estep 
Score: -18088376.000000 Penalty: 3932.837891
	Iteration 6F: 3 clusters Score -1.808838e+07 nChanged 12877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127435 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -18097358.000000 Penalty: 3932.837891
	Iteration 7F: 3 clusters Score -1.809736e+07 nChanged 14681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141606 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -18109432.000000 Penalty: 3932.837891
	Iteration 8F: 3 clusters Score -1.810943e+07 nChanged 13622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154908 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -18121110.000000 Penalty: 3932.837891
	Iteration 9F: 3 clusters Score -1.812111e+07 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164478 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -18129964.000000 Penalty: 3932.837891
	Iteration 10F: 3 clusters Score -1.812996e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169739 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -18135170.000000 Penalty: 3932.837891
	Iteration 11Q: 3 clusters Score -1.813517e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172118 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -18137574.000000 Penalty: 3932.837891
	Iteration 12Q: 3 clusters Score -1.813757e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173293 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -18138676.000000 Penalty: 3932.837891
	Iteration 13Q: 3 clusters Score -1.813868e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173970 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -18139162.000000 Penalty: 3932.837891
	Iteration 14Q: 3 clusters Score -1.813916e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174486 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -18139526.000000 Penalty: 3932.837891
	Iteration 15Q: 3 clusters Score -1.813953e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174854 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -18139788.000000 Penalty: 3932.837891
	Iteration 16Q: 3 clusters Score -1.813979e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175126 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -18140064.000000 Penalty: 3932.837891
	Iteration 17Q: 3 clusters Score -1.814006e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175336 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -18140140.000000 Penalty: 3932.837891
	Iteration 18Q: 3 clusters Score -1.814014e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175468 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -18140238.000000 Penalty: 3932.837891
	Iteration 19Q: 3 clusters Score -1.814024e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175587 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -18140258.000000 Penalty: 3932.837891
	Iteration 20F: 3 clusters Score -1.814026e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175707 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -18140288.000000 Penalty: 3932.837891
	Iteration 21Q: 3 clusters Score -1.814029e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175810 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -18140300.000000 Penalty: 3932.837891
	Iteration 22Q: 3 clusters Score -1.81403e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175894 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -18140306.000000 Penalty: 3932.837891
	Iteration 23Q: 3 clusters Score -1.814031e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175966 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -18140314.000000 Penalty: 3932.837891
	Iteration 24Q: 3 clusters Score -1.814031e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176031 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -18140318.000000 Penalty: 3932.837891
	Iteration 25Q: 3 clusters Score -1.814032e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176084 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -18140348.000000 Penalty: 3932.837891
	Iteration 26Q: 3 clusters Score -1.814035e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176145 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -18140330.000000 Penalty: 3932.837891
	Iteration 27Q: 3 clusters Score -1.814033e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176193 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -18140350.000000 Penalty: 3932.837891
	Iteration 28Q: 3 clusters Score -1.814035e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176243 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -18140364.000000 Penalty: 3932.837891
	Iteration 29Q: 3 clusters Score -1.814036e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176299 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -18140360.000000 Penalty: 3932.837891
	Iteration 30Q: 3 clusters Score -1.814036e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176338 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -18140390.000000 Penalty: 3932.837891
	Iteration 31Q: 3 clusters Score -1.814039e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176375 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -18140402.000000 Penalty: 3932.837891
	Iteration 32Q: 3 clusters Score -1.81404e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176410 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -18140434.000000 Penalty: 3932.837891
	Iteration 33Q: 3 clusters Score -1.814043e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176435 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -18140462.000000 Penalty: 3932.837891
	Iteration 34Q: 3 clusters Score -1.814046e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176463 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -18140476.000000 Penalty: 3932.837891
	Iteration 35Q: 3 clusters Score -1.814048e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176496 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -18140480.000000 Penalty: 3932.837891
	Iteration 36Q: 3 clusters Score -1.814048e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176506 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -18140486.000000 Penalty: 3932.837891
	Iteration 37Q: 3 clusters Score -1.814049e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176525 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -18140470.000000 Penalty: 3932.837891
	Iteration 38Q: 3 clusters Score -1.814047e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176542 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -18140472.000000 Penalty: 3932.837891
	Iteration 39Q: 3 clusters Score -1.814047e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176560 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -18140450.000000 Penalty: 3932.837891
	Iteration 40F: 3 clusters Score -1.814045e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176567 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -18140448.000000 Penalty: 3932.837891
	Iteration 41Q: 3 clusters Score -1.814045e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176575 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -18140444.000000 Penalty: 3932.837891
	Iteration 42Q: 3 clusters Score -1.814044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176574 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -18140458.000000 Penalty: 3932.837891
	Iteration 43Q: 3 clusters Score -1.814046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176580 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -18140444.000000 Penalty: 3932.837891
	Iteration 44Q: 3 clusters Score -1.814044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176587 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -18140444.000000 Penalty: 3932.837891
	Iteration 45Q: 3 clusters Score -1.814044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176592 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -18140444.000000 Penalty: 3932.837891
	Iteration 46Q: 3 clusters Score -1.814044e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176595 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -18140448.000000 Penalty: 3932.837891
	Iteration 47Q: 3 clusters Score -1.814045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176600 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -18140454.000000 Penalty: 3932.837891
	Iteration 48Q: 3 clusters Score -1.814045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176603 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -18140448.000000 Penalty: 3932.837891
	Iteration 49Q: 3 clusters Score -1.814045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176608 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -18140446.000000 Penalty: 3932.837891
	Iteration 50Q: 3 clusters Score -1.814045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176611 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -18140438.000000 Penalty: 3932.837891
	Iteration 51Q: 3 clusters Score -1.814044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176615 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -18140436.000000 Penalty: 3932.837891
	Iteration 52Q: 3 clusters Score -1.814044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176621 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -18140456.000000 Penalty: 3932.837891
	Iteration 53Q: 3 clusters Score -1.814046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176624 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -18140448.000000 Penalty: 3932.837891
	Iteration 54Q: 3 clusters Score -1.814045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176626 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -18140440.000000 Penalty: 3932.837891
	Iteration 55Q: 3 clusters Score -1.814044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176627 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -18140436.000000 Penalty: 3932.837891
	Iteration 56Q: 3 clusters Score -1.814044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176627 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -18140434.000000 Penalty: 3932.837891
	Iteration 57Q: 3 clusters Score -1.814043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176627 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -18140438.000000 Penalty: 3932.837891
	Iteration 58Q: 3 clusters Score -1.814044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176628 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -18140432.000000 Penalty: 3932.837891
	Iteration 59Q: 3 clusters Score -1.814043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176629 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -18140436.000000 Penalty: 3932.837891
	Iteration 60F: 3 clusters Score -1.814044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176631 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -18140438.000000 Penalty: 3932.837891
	Iteration 61Q: 3 clusters Score -1.814044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176632 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -18140426.000000 Penalty: 3932.837891
	Iteration 62Q: 3 clusters Score -1.814043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176632 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -18140426.000000 Penalty: 3932.837891
	Iteration 63F: 3 clusters Score -1.814043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76450 members 
Entering Unmasked Estep 
Score: -7852327.000000 Penalty: 1827.213745
	Iteration 0F: 2 clusters Score -7852327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -7800887.500000 Penalty: 3654.427490
	Iteration 0F: 3 clusters Score -7800888 nChanged 36497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -7822282.500000 Penalty: 3654.427490
	Iteration 1F: 3 clusters Score -7822282 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -7822866.500000 Penalty: 3654.427490
	Iteration 2Q: 3 clusters Score -7822866 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -7823710.000000 Penalty: 3654.427490
	Iteration 3Q: 3 clusters Score -7823710 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -7825035.500000 Penalty: 3654.427490
	Iteration 4Q: 3 clusters Score -7825036 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -7827668.500000 Penalty: 3654.427490
	Iteration 5F: 3 clusters Score -7827668 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 56967 members 
Entering Unmasked Estep 
Score: -7832035.500000 Penalty: 3654.427490
	Iteration 6F: 3 clusters Score -7832036 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 63653 members 
Entering Unmasked Estep 
Score: -7838169.000000 Penalty: 3654.427490
	Iteration 7F: 3 clusters Score -7838169 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 69790 members 
Entering Unmasked Estep 
Score: -7844460.000000 Penalty: 3654.427490
	Iteration 8F: 3 clusters Score -7844460 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 73619 members 
Entering Unmasked Estep 
Score: -7848395.000000 Penalty: 3654.427490
	Iteration 9F: 3 clusters Score -7848395 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 75296 members 
Entering Unmasked Estep 
Score: -7849950.000000 Penalty: 3654.427490
	Iteration 10Q: 3 clusters Score -7849950 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 75892 members 
Entering Unmasked Estep 
Score: -7850479.000000 Penalty: 3654.427490
	Iteration 11Q: 3 clusters Score -7850479 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 76077 members 
Entering Unmasked Estep 
Score: -7850657.500000 Penalty: 3654.427490
	Iteration 12Q: 3 clusters Score -7850658 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 76134 members 
Entering Unmasked Estep 
Score: -7850757.000000 Penalty: 3654.427490
	Iteration 13Q: 3 clusters Score -7850757 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 76157 members 
Entering Unmasked Estep 
Score: -7850804.500000 Penalty: 3654.427490
	Iteration 14Q: 3 clusters Score -7850804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 76171 members 
Entering Unmasked Estep 
Score: -7850818.500000 Penalty: 3654.427490
	Iteration 15Q: 3 clusters Score -7850818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 76177 members 
Entering Unmasked Estep 
Score: -7850826.000000 Penalty: 3654.427490
	Iteration 16Q: 3 clusters Score -7850826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 76182 members 
Entering Unmasked Estep 
Score: -7850827.500000 Penalty: 3654.427490
	Iteration 17Q: 3 clusters Score -7850828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -7850833.500000 Penalty: 3654.427490
	Iteration 18Q: 3 clusters Score -7850834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 76192 members 
Entering Unmasked Estep 
Score: -7850849.000000 Penalty: 3654.427490
	Iteration 19Q: 3 clusters Score -7850849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 76196 members 
Entering Unmasked Estep 
Score: -7850852.500000 Penalty: 3654.427490
	Iteration 20F: 3 clusters Score -7850852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 76198 members 
Entering Unmasked Estep 
Score: -7850854.500000 Penalty: 3654.427490
	Iteration 21Q: 3 clusters Score -7850854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 76203 members 
Entering Unmasked Estep 
Score: -7850859.500000 Penalty: 3654.427490
	Iteration 22Q: 3 clusters Score -7850860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 76208 members 
Entering Unmasked Estep 
Score: -7850863.500000 Penalty: 3654.427490
	Iteration 23Q: 3 clusters Score -7850864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 76208 members 
Entering Unmasked Estep 
Score: -7850878.500000 Penalty: 3654.427490
	Iteration 24Q: 3 clusters Score -7850878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 76209 members 
Entering Unmasked Estep 
Score: -7850875.500000 Penalty: 3654.427490
	Iteration 25Q: 3 clusters Score -7850876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 76210 members 
Entering Unmasked Estep 
Score: -7850885.000000 Penalty: 3654.427490
	Iteration 26Q: 3 clusters Score -7850885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 76207 members 
Entering Unmasked Estep 
Score: -7850893.500000 Penalty: 3654.427490
	Iteration 27Q: 3 clusters Score -7850894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 76205 members 
Entering Unmasked Estep 
Score: -7850891.000000 Penalty: 3654.427490
	Iteration 28Q: 3 clusters Score -7850891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 76204 members 
Entering Unmasked Estep 
Score: -7850890.500000 Penalty: 3654.427490
	Iteration 29Q: 3 clusters Score -7850890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 76202 members 
Entering Unmasked Estep 
Score: -7850892.500000 Penalty: 3654.427490
	Iteration 30Q: 3 clusters Score -7850892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 76204 members 
Entering Unmasked Estep 
Score: -7850895.000000 Penalty: 3654.427490
	Iteration 31Q: 3 clusters Score -7850895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 76203 members 
Entering Unmasked Estep 
Score: -7850895.000000 Penalty: 3654.427490
	Iteration 32Q: 3 clusters Score -7850895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 76203 members 
Entering Unmasked Estep 
Score: -7850895.000000 Penalty: 3654.427490
	Iteration 33F: 3 clusters Score -7850895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (140051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140051 members 
Entering Unmasked Estep 
Score: -14239117.000000 Penalty: 1925.586304
	Iteration 0F: 2 clusters Score -1.423912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70089 members 
Mstep: Class 2 contains 69962 members 
Entering Unmasked Estep 
Score: -14145441.000000 Penalty: 3851.172607
	Iteration 0F: 3 clusters Score -1.414544e+07 nChanged 67486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71645 members 
Mstep: Class 2 contains 68406 members 
Entering Unmasked Estep 
Score: -14184770.000000 Penalty: 3851.172607
	Iteration 1F: 3 clusters Score -1.418477e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 67425 members 
Entering Unmasked Estep 
Score: -14185414.000000 Penalty: 3851.172607
	Iteration 2Q: 3 clusters Score -1.418541e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74255 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -14186241.000000 Penalty: 3851.172607
	Iteration 3Q: 3 clusters Score -1.418624e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76782 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -14187332.000000 Penalty: 3851.172607
	Iteration 4Q: 3 clusters Score -1.418733e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80672 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -14188849.000000 Penalty: 3851.172607
	Iteration 5Q: 3 clusters Score -1.418885e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86418 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -14191591.000000 Penalty: 3851.172607
	Iteration 6Q: 3 clusters Score -1.419159e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94808 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -14196537.000000 Penalty: 3851.172607
	Iteration 7F: 3 clusters Score -1.419654e+07 nChanged 11170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105910 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -14204800.000000 Penalty: 3851.172607
	Iteration 8F: 3 clusters Score -1.42048e+07 nChanged 12712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118604 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -14216580.000000 Penalty: 3851.172607
	Iteration 9F: 3 clusters Score -1.421658e+07 nChanged 11086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129690 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -14227554.000000 Penalty: 3851.172607
	Iteration 10F: 3 clusters Score -1.422755e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136300 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -14234017.000000 Penalty: 3851.172607
	Iteration 11Q: 3 clusters Score -1.423402e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138847 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -14236265.000000 Penalty: 3851.172607
	Iteration 12Q: 3 clusters Score -1.423626e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139616 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -14236987.000000 Penalty: 3851.172607
	Iteration 13Q: 3 clusters Score -1.423699e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139805 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -14237196.000000 Penalty: 3851.172607
	Iteration 14Q: 3 clusters Score -1.42372e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139856 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14237274.000000 Penalty: 3851.172607
	Iteration 15Q: 3 clusters Score -1.423727e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139875 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14237294.000000 Penalty: 3851.172607
	Iteration 16Q: 3 clusters Score -1.423729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139888 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14237331.000000 Penalty: 3851.172607
	Iteration 17Q: 3 clusters Score -1.423733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139896 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14237341.000000 Penalty: 3851.172607
	Iteration 18Q: 3 clusters Score -1.423734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139900 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14237359.000000 Penalty: 3851.172607
	Iteration 19Q: 3 clusters Score -1.423736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139902 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14237370.000000 Penalty: 3851.172607
	Iteration 20F: 3 clusters Score -1.423737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139904 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14237374.000000 Penalty: 3851.172607
	Iteration 21Q: 3 clusters Score -1.423737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139905 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14237377.000000 Penalty: 3851.172607
	Iteration 22Q: 3 clusters Score -1.423738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139905 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14237377.000000 Penalty: 3851.172607
	Iteration 23F: 3 clusters Score -1.423738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -48978.953125 Penalty: 1028.869019
	Iteration 0F: 2 clusters Score -48978.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47921.578125 Penalty: 2057.738037
	Iteration 0F: 3 clusters Score -47921.58 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -48176.757812 Penalty: 2057.738037
	Iteration 1F: 3 clusters Score -48176.76 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48287.625000 Penalty: 2057.738037
	Iteration 2F: 3 clusters Score -48287.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -48336.445312 Penalty: 2057.738037
	Iteration 3Q: 3 clusters Score -48336.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -48351.441406 Penalty: 2057.738037
	Iteration 4Q: 3 clusters Score -48351.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -48365.246094 Penalty: 2057.738037
	Iteration 5Q: 3 clusters Score -48365.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48374.429688 Penalty: 2057.738037
	Iteration 6Q: 3 clusters Score -48374.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48377.062500 Penalty: 2057.738037
	Iteration 7Q: 3 clusters Score -48377.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48380.273438 Penalty: 2057.738037
	Iteration 8Q: 3 clusters Score -48380.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48380.273438 Penalty: 2057.738037
	Iteration 9F: 3 clusters Score -48380.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (176616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176616 members 
Entering Unmasked Estep 
Score: -18124026.000000 Penalty: 1963.281616
	Iteration 0F: 2 clusters Score -1.812403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88564 members 
Mstep: Class 2 contains 88052 members 
Entering Unmasked Estep 
Score: -18015332.000000 Penalty: 3926.563232
	Iteration 0F: 3 clusters Score -1.801533e+07 nChanged 85307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96969 members 
Mstep: Class 2 contains 79647 members 
Entering Unmasked Estep 
Score: -18067578.000000 Penalty: 3926.563232
	Iteration 1F: 3 clusters Score -1.806758e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102877 members 
Mstep: Class 2 contains 73739 members 
Entering Unmasked Estep 
Score: -18071426.000000 Penalty: 3926.563232
	Iteration 2F: 3 clusters Score -1.807143e+07 nChanged 11021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111098 members 
Mstep: Class 2 contains 65518 members 
Entering Unmasked Estep 
Score: -18077166.000000 Penalty: 3926.563232
	Iteration 3F: 3 clusters Score -1.807717e+07 nChanged 13115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121771 members 
Mstep: Class 2 contains 54845 members 
Entering Unmasked Estep 
Score: -18085920.000000 Penalty: 3926.563232
	Iteration 4F: 3 clusters Score -1.808592e+07 nChanged 14331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134316 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -18097142.000000 Penalty: 3926.563232
	Iteration 5F: 3 clusters Score -1.809714e+07 nChanged 13728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147074 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -18108610.000000 Penalty: 3926.563232
	Iteration 6F: 3 clusters Score -1.810861e+07 nChanged 11399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158273 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -18116640.000000 Penalty: 3926.563232
	Iteration 7F: 3 clusters Score -1.811664e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166356 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -18120668.000000 Penalty: 3926.563232
	Iteration 8Q: 3 clusters Score -1.812067e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170964 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -18121908.000000 Penalty: 3926.563232
	Iteration 9Q: 3 clusters Score -1.812191e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173298 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -18122334.000000 Penalty: 3926.563232
	Iteration 10Q: 3 clusters Score -1.812233e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174486 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -18122538.000000 Penalty: 3926.563232
	Iteration 11Q: 3 clusters Score -1.812254e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175125 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -18122544.000000 Penalty: 3926.563232
	Iteration 12Q: 3 clusters Score -1.812254e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175451 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -18122638.000000 Penalty: 3926.563232
	Iteration 13Q: 3 clusters Score -1.812264e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175623 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -18122690.000000 Penalty: 3926.563232
	Iteration 14Q: 3 clusters Score -1.812269e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175720 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -18122670.000000 Penalty: 3926.563232
	Iteration 15Q: 3 clusters Score -1.812267e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175778 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -18122656.000000 Penalty: 3926.563232
	Iteration 16Q: 3 clusters Score -1.812266e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175832 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -18122694.000000 Penalty: 3926.563232
	Iteration 17Q: 3 clusters Score -1.812269e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175865 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -18122702.000000 Penalty: 3926.563232
	Iteration 18Q: 3 clusters Score -1.81227e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175886 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -18122710.000000 Penalty: 3926.563232
	Iteration 19Q: 3 clusters Score -1.812271e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175901 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -18122702.000000 Penalty: 3926.563232
	Iteration 20F: 3 clusters Score -1.81227e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175912 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -18122706.000000 Penalty: 3926.563232
	Iteration 21Q: 3 clusters Score -1.812271e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175916 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -18122714.000000 Penalty: 3926.563232
	Iteration 22Q: 3 clusters Score -1.812271e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175916 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -18122724.000000 Penalty: 3926.563232
	Iteration 23Q: 3 clusters Score -1.812272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175920 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -18122738.000000 Penalty: 3926.563232
	Iteration 24Q: 3 clusters Score -1.812274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175923 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -18122726.000000 Penalty: 3926.563232
	Iteration 25Q: 3 clusters Score -1.812273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175925 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -18122738.000000 Penalty: 3926.563232
	Iteration 26Q: 3 clusters Score -1.812274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175923 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -18122732.000000 Penalty: 3926.563232
	Iteration 27Q: 3 clusters Score -1.812273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175922 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -18122730.000000 Penalty: 3926.563232
	Iteration 28Q: 3 clusters Score -1.812273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175923 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -18122740.000000 Penalty: 3926.563232
	Iteration 29Q: 3 clusters Score -1.812274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175922 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -18122732.000000 Penalty: 3926.563232
	Iteration 30Q: 3 clusters Score -1.812273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175922 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -18122732.000000 Penalty: 3926.563232
	Iteration 31F: 3 clusters Score -1.812273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (154501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154501 members 
Entering Unmasked Estep 
Score: -15720598.000000 Penalty: 1941.542847
	Iteration 0F: 2 clusters Score -1.57206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77025 members 
Mstep: Class 2 contains 77476 members 
Entering Unmasked Estep 
Score: -15617495.000000 Penalty: 3883.085693
	Iteration 0F: 3 clusters Score -1.56175e+07 nChanged 74836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69443 members 
Mstep: Class 2 contains 85058 members 
Entering Unmasked Estep 
Score: -15662613.000000 Penalty: 3883.085693
	Iteration 1F: 3 clusters Score -1.566261e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64633 members 
Mstep: Class 2 contains 89868 members 
Entering Unmasked Estep 
Score: -15665055.000000 Penalty: 3883.085693
	Iteration 2Q: 3 clusters Score -1.566506e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 97030 members 
Entering Unmasked Estep 
Score: -15668952.000000 Penalty: 3883.085693
	Iteration 3F: 3 clusters Score -1.566895e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 106635 members 
Entering Unmasked Estep 
Score: -15675430.000000 Penalty: 3883.085693
	Iteration 4F: 3 clusters Score -1.567543e+07 nChanged 12509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 118776 members 
Entering Unmasked Estep 
Score: -15685420.000000 Penalty: 3883.085693
	Iteration 5F: 3 clusters Score -1.568542e+07 nChanged 13035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 131665 members 
Entering Unmasked Estep 
Score: -15697574.000000 Penalty: 3883.085693
	Iteration 6F: 3 clusters Score -1.569757e+07 nChanged 11053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 142658 members 
Entering Unmasked Estep 
Score: -15708483.000000 Penalty: 3883.085693
	Iteration 7F: 3 clusters Score -1.570848e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 149368 members 
Entering Unmasked Estep 
Score: -15714822.000000 Penalty: 3883.085693
	Iteration 8Q: 3 clusters Score -1.571482e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 152412 members 
Entering Unmasked Estep 
Score: -15717409.000000 Penalty: 3883.085693
	Iteration 9Q: 3 clusters Score -1.571741e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 153589 members 
Entering Unmasked Estep 
Score: -15718379.000000 Penalty: 3883.085693
	Iteration 10Q: 3 clusters Score -1.571838e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 153977 members 
Entering Unmasked Estep 
Score: -15718677.000000 Penalty: 3883.085693
	Iteration 11Q: 3 clusters Score -1.571868e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 154100 members 
Entering Unmasked Estep 
Score: -15718811.000000 Penalty: 3883.085693
	Iteration 12Q: 3 clusters Score -1.571881e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 154154 members 
Entering Unmasked Estep 
Score: -15718846.000000 Penalty: 3883.085693
	Iteration 13Q: 3 clusters Score -1.571885e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 154187 members 
Entering Unmasked Estep 
Score: -15718891.000000 Penalty: 3883.085693
	Iteration 14Q: 3 clusters Score -1.571889e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 154208 members 
Entering Unmasked Estep 
Score: -15718920.000000 Penalty: 3883.085693
	Iteration 15Q: 3 clusters Score -1.571892e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 154230 members 
Entering Unmasked Estep 
Score: -15718940.000000 Penalty: 3883.085693
	Iteration 16Q: 3 clusters Score -1.571894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 154236 members 
Entering Unmasked Estep 
Score: -15718955.000000 Penalty: 3883.085693
	Iteration 17Q: 3 clusters Score -1.571896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 154242 members 
Entering Unmasked Estep 
Score: -15718963.000000 Penalty: 3883.085693
	Iteration 18Q: 3 clusters Score -1.571896e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 154248 members 
Entering Unmasked Estep 
Score: -15718982.000000 Penalty: 3883.085693
	Iteration 19Q: 3 clusters Score -1.571898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 154252 members 
Entering Unmasked Estep 
Score: -15718985.000000 Penalty: 3883.085693
	Iteration 20F: 3 clusters Score -1.571898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 154254 members 
Entering Unmasked Estep 
Score: -15718992.000000 Penalty: 3883.085693
	Iteration 21Q: 3 clusters Score -1.571899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 154255 members 
Entering Unmasked Estep 
Score: -15718992.000000 Penalty: 3883.085693
	Iteration 22Q: 3 clusters Score -1.571899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 154257 members 
Entering Unmasked Estep 
Score: -15718995.000000 Penalty: 3883.085693
	Iteration 23Q: 3 clusters Score -1.5719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 154258 members 
Entering Unmasked Estep 
Score: -15718984.000000 Penalty: 3883.085693
	Iteration 24Q: 3 clusters Score -1.571898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 154259 members 
Entering Unmasked Estep 
Score: -15718998.000000 Penalty: 3883.085693
	Iteration 25Q: 3 clusters Score -1.5719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 154260 members 
Entering Unmasked Estep 
Score: -15718996.000000 Penalty: 3883.085693
	Iteration 26Q: 3 clusters Score -1.5719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 154259 members 
Entering Unmasked Estep 
Score: -15719003.000000 Penalty: 3883.085693
	Iteration 27Q: 3 clusters Score -1.5719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 154259 members 
Entering Unmasked Estep 
Score: -15719003.000000 Penalty: 3883.085693
	Iteration 28F: 3 clusters Score -1.5719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Entering Unmasked Estep 
Score: -247178.421875 Penalty: 1289.416626
	Iteration 0F: 2 clusters Score -247178.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -244623.593750 Penalty: 2578.833252
	Iteration 0F: 3 clusters Score -244623.6 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -245241.281250 Penalty: 2578.833252
	Iteration 1F: 3 clusters Score -245241.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -245480.625000 Penalty: 2578.833252
	Iteration 2F: 3 clusters Score -245480.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -245680.671875 Penalty: 2578.833252
	Iteration 3F: 3 clusters Score -245680.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -245834.015625 Penalty: 2578.833252
	Iteration 4F: 3 clusters Score -245834 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -245932.343750 Penalty: 2578.833252
	Iteration 5Q: 3 clusters Score -245932.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -245989.125000 Penalty: 2578.833252
	Iteration 6Q: 3 clusters Score -245989.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -246031.125000 Penalty: 2578.833252
	Iteration 7Q: 3 clusters Score -246031.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -246075.875000 Penalty: 2578.833252
	Iteration 8Q: 3 clusters Score -246075.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -246128.468750 Penalty: 2578.833252
	Iteration 9Q: 3 clusters Score -246128.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -246170.390625 Penalty: 2578.833252
	Iteration 10Q: 3 clusters Score -246170.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -246213.625000 Penalty: 2578.833252
	Iteration 11Q: 3 clusters Score -246213.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -246256.078125 Penalty: 2578.833252
	Iteration 12Q: 3 clusters Score -246256.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -246303.468750 Penalty: 2578.833252
	Iteration 13Q: 3 clusters Score -246303.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -246332.765625 Penalty: 2578.833252
	Iteration 14Q: 3 clusters Score -246332.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -246360.500000 Penalty: 2578.833252
	Iteration 15Q: 3 clusters Score -246360.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -246380.312500 Penalty: 2578.833252
	Iteration 16Q: 3 clusters Score -246380.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -246393.421875 Penalty: 2578.833252
	Iteration 17Q: 3 clusters Score -246393.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -246409.937500 Penalty: 2578.833252
	Iteration 18Q: 3 clusters Score -246409.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -246423.703125 Penalty: 2578.833252
	Iteration 19Q: 3 clusters Score -246423.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -246434.062500 Penalty: 2578.833252
	Iteration 20F: 3 clusters Score -246434.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -246439.703125 Penalty: 2578.833252
	Iteration 21Q: 3 clusters Score -246439.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -246446.156250 Penalty: 2578.833252
	Iteration 22Q: 3 clusters Score -246446.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -246456.375000 Penalty: 2578.833252
	Iteration 23Q: 3 clusters Score -246456.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -246463.890625 Penalty: 2578.833252
	Iteration 24Q: 3 clusters Score -246463.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -246471.937500 Penalty: 2578.833252
	Iteration 25Q: 3 clusters Score -246471.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -246479.343750 Penalty: 2578.833252
	Iteration 26Q: 3 clusters Score -246479.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -246485.046875 Penalty: 2578.833252
	Iteration 27Q: 3 clusters Score -246485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -246490.859375 Penalty: 2578.833252
	Iteration 28Q: 3 clusters Score -246490.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -246494.171875 Penalty: 2578.833252
	Iteration 29Q: 3 clusters Score -246494.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -246496.015625 Penalty: 2578.833252
	Iteration 30Q: 3 clusters Score -246496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -246497.687500 Penalty: 2578.833252
	Iteration 31Q: 3 clusters Score -246497.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -246500.203125 Penalty: 2578.833252
	Iteration 32Q: 3 clusters Score -246500.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -246503.421875 Penalty: 2578.833252
	Iteration 33Q: 3 clusters Score -246503.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -246506.453125 Penalty: 2578.833252
	Iteration 34Q: 3 clusters Score -246506.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -246509.093750 Penalty: 2578.833252
	Iteration 35Q: 3 clusters Score -246509.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -246510.968750 Penalty: 2578.833252
	Iteration 36Q: 3 clusters Score -246511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -246515.578125 Penalty: 2578.833252
	Iteration 37Q: 3 clusters Score -246515.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -246522.906250 Penalty: 2578.833252
	Iteration 38Q: 3 clusters Score -246522.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -246530.625000 Penalty: 2578.833252
	Iteration 39Q: 3 clusters Score -246530.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -246534.531250 Penalty: 2578.833252
	Iteration 40F: 3 clusters Score -246534.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -246537.031250 Penalty: 2578.833252
	Iteration 41Q: 3 clusters Score -246537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -246538.250000 Penalty: 2578.833252
	Iteration 42Q: 3 clusters Score -246538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -246538.593750 Penalty: 2578.833252
	Iteration 43Q: 3 clusters Score -246538.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -246540.281250 Penalty: 2578.833252
	Iteration 44Q: 3 clusters Score -246540.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -246541.656250 Penalty: 2578.833252
	Iteration 45Q: 3 clusters Score -246541.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -246541.656250 Penalty: 2578.833252
	Iteration 46Q: 3 clusters Score -246541.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -246542.328125 Penalty: 2578.833252
	Iteration 47Q: 3 clusters Score -246542.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -246543.062500 Penalty: 2578.833252
	Iteration 48Q: 3 clusters Score -246543.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -246544.062500 Penalty: 2578.833252
	Iteration 49Q: 3 clusters Score -246544.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -246544.109375 Penalty: 2578.833252
	Iteration 50Q: 3 clusters Score -246544.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -246544.109375 Penalty: 2578.833252
	Iteration 51F: 3 clusters Score -246544.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Entering Unmasked Estep 
Score: -339142.875000 Penalty: 1322.136719
	Iteration 0F: 2 clusters Score -339142.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -336137.875000 Penalty: 2644.273438
	Iteration 0F: 3 clusters Score -336137.9 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -336874.750000 Penalty: 2644.273438
	Iteration 1F: 3 clusters Score -336874.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -337031.656250 Penalty: 2644.273438
	Iteration 2F: 3 clusters Score -337031.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -337144.875000 Penalty: 2644.273438
	Iteration 3F: 3 clusters Score -337144.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -337219.125000 Penalty: 2644.273438
	Iteration 4Q: 3 clusters Score -337219.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -337275.218750 Penalty: 2644.273438
	Iteration 5Q: 3 clusters Score -337275.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -337317.281250 Penalty: 2644.273438
	Iteration 6Q: 3 clusters Score -337317.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -337349.843750 Penalty: 2644.273438
	Iteration 7Q: 3 clusters Score -337349.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -337381.531250 Penalty: 2644.273438
	Iteration 8Q: 3 clusters Score -337381.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -337421.406250 Penalty: 2644.273438
	Iteration 9Q: 3 clusters Score -337421.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -337469.093750 Penalty: 2644.273438
	Iteration 10Q: 3 clusters Score -337469.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -337492.062500 Penalty: 2644.273438
	Iteration 11Q: 3 clusters Score -337492.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -337517.500000 Penalty: 2644.273438
	Iteration 12Q: 3 clusters Score -337517.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -337544.812500 Penalty: 2644.273438
	Iteration 13Q: 3 clusters Score -337544.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -337570.500000 Penalty: 2644.273438
	Iteration 14Q: 3 clusters Score -337570.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -337595.468750 Penalty: 2644.273438
	Iteration 15Q: 3 clusters Score -337595.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -337619.906250 Penalty: 2644.273438
	Iteration 16Q: 3 clusters Score -337619.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -337638.718750 Penalty: 2644.273438
	Iteration 17Q: 3 clusters Score -337638.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -337649.750000 Penalty: 2644.273438
	Iteration 18Q: 3 clusters Score -337649.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -337660.750000 Penalty: 2644.273438
	Iteration 19Q: 3 clusters Score -337660.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -337677.656250 Penalty: 2644.273438
	Iteration 20F: 3 clusters Score -337677.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -337699.125000 Penalty: 2644.273438
	Iteration 21Q: 3 clusters Score -337699.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -337726.125000 Penalty: 2644.273438
	Iteration 22Q: 3 clusters Score -337726.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -337759.031250 Penalty: 2644.273438
	Iteration 23Q: 3 clusters Score -337759 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -337794.156250 Penalty: 2644.273438
	Iteration 24Q: 3 clusters Score -337794.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -337824.093750 Penalty: 2644.273438
	Iteration 25Q: 3 clusters Score -337824.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -337849.750000 Penalty: 2644.273438
	Iteration 26Q: 3 clusters Score -337849.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -337871.250000 Penalty: 2644.273438
	Iteration 27Q: 3 clusters Score -337871.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -337895.968750 Penalty: 2644.273438
	Iteration 28Q: 3 clusters Score -337896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -337914.500000 Penalty: 2644.273438
	Iteration 29Q: 3 clusters Score -337914.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -337930.406250 Penalty: 2644.273438
	Iteration 30Q: 3 clusters Score -337930.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -337941.312500 Penalty: 2644.273438
	Iteration 31Q: 3 clusters Score -337941.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -337948.468750 Penalty: 2644.273438
	Iteration 32Q: 3 clusters Score -337948.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -337953.343750 Penalty: 2644.273438
	Iteration 33Q: 3 clusters Score -337953.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -337958.531250 Penalty: 2644.273438
	Iteration 34Q: 3 clusters Score -337958.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -337964.312500 Penalty: 2644.273438
	Iteration 35Q: 3 clusters Score -337964.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -337965.781250 Penalty: 2644.273438
	Iteration 36Q: 3 clusters Score -337965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -337970.125000 Penalty: 2644.273438
	Iteration 37Q: 3 clusters Score -337970.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -337977.375000 Penalty: 2644.273438
	Iteration 38Q: 3 clusters Score -337977.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -337987.656250 Penalty: 2644.273438
	Iteration 39Q: 3 clusters Score -337987.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -337993.000000 Penalty: 2644.273438
	Iteration 40F: 3 clusters Score -337993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -337997.312500 Penalty: 2644.273438
	Iteration 41Q: 3 clusters Score -337997.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -337997.843750 Penalty: 2644.273438
	Iteration 42Q: 3 clusters Score -337997.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -337997.843750 Penalty: 2644.273438
	Iteration 43F: 3 clusters Score -337997.8 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: -624848.500000 Penalty: 1427.923218
	Iteration 0F: 2 clusters Score -624848.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -619942.375000 Penalty: 2855.846436
	Iteration 0F: 3 clusters Score -619942.4 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -621388.500000 Penalty: 2855.846436
	Iteration 1F: 3 clusters Score -621388.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -621587.937500 Penalty: 2855.846436
	Iteration 2F: 3 clusters Score -621587.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -621775.062500 Penalty: 2855.846436
	Iteration 3F: 3 clusters Score -621775.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -621980.562500 Penalty: 2855.846436
	Iteration 4Q: 3 clusters Score -621980.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -622221.750000 Penalty: 2855.846436
	Iteration 5Q: 3 clusters Score -622221.8 nChanged 357
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: -622531.562500 Penalty: 2855.846436
	Iteration 6F: 3 clusters Score -622531.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -622848.187500 Penalty: 2855.846436
	Iteration 7F: 3 clusters Score -622848.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -623103.125000 Penalty: 2855.846436
	Iteration 8F: 3 clusters Score -623103.1 nChanged 299
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: -623294.187500 Penalty: 2855.846436
	Iteration 9Q: 3 clusters Score -623294.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -623423.187500 Penalty: 2855.846436
	Iteration 10Q: 3 clusters Score -623423.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -623519.812500 Penalty: 2855.846436
	Iteration 11Q: 3 clusters Score -623519.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -623596.937500 Penalty: 2855.846436
	Iteration 12Q: 3 clusters Score -623596.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -623646.812500 Penalty: 2855.846436
	Iteration 13Q: 3 clusters Score -623646.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -623685.125000 Penalty: 2855.846436
	Iteration 14Q: 3 clusters Score -623685.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -623710.500000 Penalty: 2855.846436
	Iteration 15Q: 3 clusters Score -623710.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -623739.687500 Penalty: 2855.846436
	Iteration 16Q: 3 clusters Score -623739.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -623757.562500 Penalty: 2855.846436
	Iteration 17Q: 3 clusters Score -623757.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -623777.375000 Penalty: 2855.846436
	Iteration 18Q: 3 clusters Score -623777.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -623790.187500 Penalty: 2855.846436
	Iteration 19Q: 3 clusters Score -623790.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -623802.812500 Penalty: 2855.846436
	Iteration 20F: 3 clusters Score -623802.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -623816.312500 Penalty: 2855.846436
	Iteration 21Q: 3 clusters Score -623816.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -623838.875000 Penalty: 2855.846436
	Iteration 22Q: 3 clusters Score -623838.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -623856.250000 Penalty: 2855.846436
	Iteration 23Q: 3 clusters Score -623856.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -623868.750000 Penalty: 2855.846436
	Iteration 24Q: 3 clusters Score -623868.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -623877.625000 Penalty: 2855.846436
	Iteration 25Q: 3 clusters Score -623877.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -623879.625000 Penalty: 2855.846436
	Iteration 26Q: 3 clusters Score -623879.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -623890.062500 Penalty: 2855.846436
	Iteration 27Q: 3 clusters Score -623890.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -623898.437500 Penalty: 2855.846436
	Iteration 28Q: 3 clusters Score -623898.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -623906.375000 Penalty: 2855.846436
	Iteration 29Q: 3 clusters Score -623906.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -623917.250000 Penalty: 2855.846436
	Iteration 30Q: 3 clusters Score -623917.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -623924.375000 Penalty: 2855.846436
	Iteration 31Q: 3 clusters Score -623924.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -623931.187500 Penalty: 2855.846436
	Iteration 32Q: 3 clusters Score -623931.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -623933.812500 Penalty: 2855.846436
	Iteration 33Q: 3 clusters Score -623933.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -623938.375000 Penalty: 2855.846436
	Iteration 34Q: 3 clusters Score -623938.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -623942.312500 Penalty: 2855.846436
	Iteration 35Q: 3 clusters Score -623942.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -623948.437500 Penalty: 2855.846436
	Iteration 36Q: 3 clusters Score -623948.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -623951.750000 Penalty: 2855.846436
	Iteration 37Q: 3 clusters Score -623951.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -623957.562500 Penalty: 2855.846436
	Iteration 38Q: 3 clusters Score -623957.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -623965.437500 Penalty: 2855.846436
	Iteration 39Q: 3 clusters Score -623965.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -623968.875000 Penalty: 2855.846436
	Iteration 40F: 3 clusters Score -623968.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -623973.000000 Penalty: 2855.846436
	Iteration 41Q: 3 clusters Score -623973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -623975.750000 Penalty: 2855.846436
	Iteration 42Q: 3 clusters Score -623975.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -623978.062500 Penalty: 2855.846436
	Iteration 43Q: 3 clusters Score -623978.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -623979.187500 Penalty: 2855.846436
	Iteration 44Q: 3 clusters Score -623979.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -623981.187500 Penalty: 2855.846436
	Iteration 45Q: 3 clusters Score -623981.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -623982.750000 Penalty: 2855.846436
	Iteration 46Q: 3 clusters Score -623982.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -623983.062500 Penalty: 2855.846436
	Iteration 47Q: 3 clusters Score -623983.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -623985.375000 Penalty: 2855.846436
	Iteration 48Q: 3 clusters Score -623985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -623986.312500 Penalty: 2855.846436
	Iteration 49Q: 3 clusters Score -623986.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -623988.250000 Penalty: 2855.846436
	Iteration 50Q: 3 clusters Score -623988.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -623990.437500 Penalty: 2855.846436
	Iteration 51Q: 3 clusters Score -623990.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -623988.750000 Penalty: 2855.846436
	Iteration 52Q: 3 clusters Score -623988.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -623990.750000 Penalty: 2855.846436
	Iteration 53Q: 3 clusters Score -623990.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -623994.125000 Penalty: 2855.846436
	Iteration 54Q: 3 clusters Score -623994.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -623993.312500 Penalty: 2855.846436
	Iteration 55Q: 3 clusters Score -623993.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -623995.687500 Penalty: 2855.846436
	Iteration 56Q: 3 clusters Score -623995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -623994.875000 Penalty: 2855.846436
	Iteration 57Q: 3 clusters Score -623994.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -623994.625000 Penalty: 2855.846436
	Iteration 58Q: 3 clusters Score -623994.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -623995.000000 Penalty: 2855.846436
	Iteration 59Q: 3 clusters Score -623995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -623993.812500 Penalty: 2855.846436
	Iteration 60F: 3 clusters Score -623993.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Entering Unmasked Estep 
Score: -328754.812500 Penalty: 1311.166382
	Iteration 0F: 2 clusters Score -328754.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -325928.718750 Penalty: 2622.332764
	Iteration 0F: 3 clusters Score -325928.7 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -326660.343750 Penalty: 2622.332764
	Iteration 1F: 3 clusters Score -326660.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -326797.093750 Penalty: 2622.332764
	Iteration 2F: 3 clusters Score -326797.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -326885.656250 Penalty: 2622.332764
	Iteration 3Q: 3 clusters Score -326885.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -326966.000000 Penalty: 2622.332764
	Iteration 4Q: 3 clusters Score -326966 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -327072.000000 Penalty: 2622.332764
	Iteration 5Q: 3 clusters Score -327072 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -327213.156250 Penalty: 2622.332764
	Iteration 6F: 3 clusters Score -327213.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -327358.593750 Penalty: 2622.332764
	Iteration 7F: 3 clusters Score -327358.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -327516.656250 Penalty: 2622.332764
	Iteration 8F: 3 clusters Score -327516.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -327675.875000 Penalty: 2622.332764
	Iteration 9F: 3 clusters Score -327675.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -327801.000000 Penalty: 2622.332764
	Iteration 10Q: 3 clusters Score -327801 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -327869.656250 Penalty: 2622.332764
	Iteration 11Q: 3 clusters Score -327869.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -327925.500000 Penalty: 2622.332764
	Iteration 12Q: 3 clusters Score -327925.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -327957.593750 Penalty: 2622.332764
	Iteration 13Q: 3 clusters Score -327957.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -327976.250000 Penalty: 2622.332764
	Iteration 14Q: 3 clusters Score -327976.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -327989.687500 Penalty: 2622.332764
	Iteration 15Q: 3 clusters Score -327989.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -328000.718750 Penalty: 2622.332764
	Iteration 16Q: 3 clusters Score -328000.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -328008.343750 Penalty: 2622.332764
	Iteration 17Q: 3 clusters Score -328008.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -328014.812500 Penalty: 2622.332764
	Iteration 18Q: 3 clusters Score -328014.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -328022.062500 Penalty: 2622.332764
	Iteration 19Q: 3 clusters Score -328022.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -328027.000000 Penalty: 2622.332764
	Iteration 20F: 3 clusters Score -328027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -328031.093750 Penalty: 2622.332764
	Iteration 21Q: 3 clusters Score -328031.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -328034.531250 Penalty: 2622.332764
	Iteration 22Q: 3 clusters Score -328034.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -328037.062500 Penalty: 2622.332764
	Iteration 23Q: 3 clusters Score -328037.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -328039.875000 Penalty: 2622.332764
	Iteration 24Q: 3 clusters Score -328039.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -328044.093750 Penalty: 2622.332764
	Iteration 25Q: 3 clusters Score -328044.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -328048.687500 Penalty: 2622.332764
	Iteration 26Q: 3 clusters Score -328048.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -328051.937500 Penalty: 2622.332764
	Iteration 27Q: 3 clusters Score -328051.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -328055.312500 Penalty: 2622.332764
	Iteration 28Q: 3 clusters Score -328055.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -328057.000000 Penalty: 2622.332764
	Iteration 29Q: 3 clusters Score -328057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -328058.281250 Penalty: 2622.332764
	Iteration 30Q: 3 clusters Score -328058.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -328059.750000 Penalty: 2622.332764
	Iteration 31Q: 3 clusters Score -328059.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -328060.968750 Penalty: 2622.332764
	Iteration 32Q: 3 clusters Score -328061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -328063.125000 Penalty: 2622.332764
	Iteration 33Q: 3 clusters Score -328063.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -328063.875000 Penalty: 2622.332764
	Iteration 34Q: 3 clusters Score -328063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -328065.187500 Penalty: 2622.332764
	Iteration 35Q: 3 clusters Score -328065.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -328066.968750 Penalty: 2622.332764
	Iteration 36Q: 3 clusters Score -328067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -328067.687500 Penalty: 2622.332764
	Iteration 37Q: 3 clusters Score -328067.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -328067.218750 Penalty: 2622.332764
	Iteration 38Q: 3 clusters Score -328067.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -328067.218750 Penalty: 2622.332764
	Iteration 39F: 3 clusters Score -328067.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Entering Unmasked Estep 
Score: -4053553.500000 Penalty: 1721.175415
	Iteration 0F: 2 clusters Score -4053554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -4026928.500000 Penalty: 3442.350830
	Iteration 0F: 3 clusters Score -4026928 nChanged 18663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -4037457.250000 Penalty: 3442.350830
	Iteration 1F: 3 clusters Score -4037457 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -4037846.500000 Penalty: 3442.350830
	Iteration 2Q: 3 clusters Score -4037846 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -4038242.250000 Penalty: 3442.350830
	Iteration 3Q: 3 clusters Score -4038242 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -4038715.000000 Penalty: 3442.350830
	Iteration 4Q: 3 clusters Score -4038715 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -4039462.500000 Penalty: 3442.350830
	Iteration 5Q: 3 clusters Score -4039462 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -4040696.750000 Penalty: 3442.350830
	Iteration 6F: 3 clusters Score -4040697 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -4042683.500000 Penalty: 3442.350830
	Iteration 7F: 3 clusters Score -4042684 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -4045408.750000 Penalty: 3442.350830
	Iteration 8F: 3 clusters Score -4045409 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -4048200.250000 Penalty: 3442.350830
	Iteration 9F: 3 clusters Score -4048200 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -4050290.500000 Penalty: 3442.350830
	Iteration 10F: 3 clusters Score -4050290 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -4051324.000000 Penalty: 3442.350830
	Iteration 11Q: 3 clusters Score -4051324 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -4051681.500000 Penalty: 3442.350830
	Iteration 12Q: 3 clusters Score -4051682 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -4051832.500000 Penalty: 3442.350830
	Iteration 13Q: 3 clusters Score -4051832 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -4051922.250000 Penalty: 3442.350830
	Iteration 14Q: 3 clusters Score -4051922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -4051957.750000 Penalty: 3442.350830
	Iteration 15Q: 3 clusters Score -4051958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -4051984.750000 Penalty: 3442.350830
	Iteration 16Q: 3 clusters Score -4051985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -4051991.000000 Penalty: 3442.350830
	Iteration 17Q: 3 clusters Score -4051991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -4052006.000000 Penalty: 3442.350830
	Iteration 18Q: 3 clusters Score -4052006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -4052019.000000 Penalty: 3442.350830
	Iteration 19Q: 3 clusters Score -4052019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -4052029.750000 Penalty: 3442.350830
	Iteration 20F: 3 clusters Score -4052030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -4052031.000000 Penalty: 3442.350830
	Iteration 21Q: 3 clusters Score -4052031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -4052040.000000 Penalty: 3442.350830
	Iteration 22Q: 3 clusters Score -4052040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -4052039.750000 Penalty: 3442.350830
	Iteration 23Q: 3 clusters Score -4052040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -4052039.750000 Penalty: 3442.350830
	Iteration 24F: 3 clusters Score -4052040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Entering Unmasked Estep 
Score: -1488591.750000 Penalty: 1556.058960
	Iteration 0F: 2 clusters Score -1488592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1478534.875000 Penalty: 3112.117920
	Iteration 0F: 3 clusters Score -1478535 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1481972.500000 Penalty: 3112.117920
	Iteration 1F: 3 clusters Score -1481972 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1482308.875000 Penalty: 3112.117920
	Iteration 2F: 3 clusters Score -1482309 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1482650.500000 Penalty: 3112.117920
	Iteration 3Q: 3 clusters Score -1482650 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1482978.375000 Penalty: 3112.117920
	Iteration 4Q: 3 clusters Score -1482978 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1483340.375000 Penalty: 3112.117920
	Iteration 5Q: 3 clusters Score -1483340 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1483753.750000 Penalty: 3112.117920
	Iteration 6Q: 3 clusters Score -1483754 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1484176.125000 Penalty: 3112.117920
	Iteration 7Q: 3 clusters Score -1484176 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1484605.750000 Penalty: 3112.117920
	Iteration 8Q: 3 clusters Score -1484606 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1485027.375000 Penalty: 3112.117920
	Iteration 9Q: 3 clusters Score -1485027 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1485395.500000 Penalty: 3112.117920
	Iteration 10Q: 3 clusters Score -1485396 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1485674.125000 Penalty: 3112.117920
	Iteration 11Q: 3 clusters Score -1485674 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1485855.375000 Penalty: 3112.117920
	Iteration 12Q: 3 clusters Score -1485855 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1485979.375000 Penalty: 3112.117920
	Iteration 13Q: 3 clusters Score -1485979 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1486050.500000 Penalty: 3112.117920
	Iteration 14Q: 3 clusters Score -1486050 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1486097.750000 Penalty: 3112.117920
	Iteration 15Q: 3 clusters Score -1486098 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1486121.125000 Penalty: 3112.117920
	Iteration 16Q: 3 clusters Score -1486121 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1486148.250000 Penalty: 3112.117920
	Iteration 17Q: 3 clusters Score -1486148 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1486160.250000 Penalty: 3112.117920
	Iteration 18Q: 3 clusters Score -1486160 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1486173.125000 Penalty: 3112.117920
	Iteration 19Q: 3 clusters Score -1486173 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1486188.125000 Penalty: 3112.117920
	Iteration 20F: 3 clusters Score -1486188 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1486196.375000 Penalty: 3112.117920
	Iteration 21Q: 3 clusters Score -1486196 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1486216.250000 Penalty: 3112.117920
	Iteration 22Q: 3 clusters Score -1486216 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1486227.125000 Penalty: 3112.117920
	Iteration 23Q: 3 clusters Score -1486227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1486232.625000 Penalty: 3112.117920
	Iteration 24Q: 3 clusters Score -1486233 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1486236.500000 Penalty: 3112.117920
	Iteration 25Q: 3 clusters Score -1486236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1486242.125000 Penalty: 3112.117920
	Iteration 26Q: 3 clusters Score -1486242 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1486256.250000 Penalty: 3112.117920
	Iteration 27Q: 3 clusters Score -1486256 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1486256.000000 Penalty: 3112.117920
	Iteration 28Q: 3 clusters Score -1486256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1486260.500000 Penalty: 3112.117920
	Iteration 29Q: 3 clusters Score -1486260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1486269.875000 Penalty: 3112.117920
	Iteration 30Q: 3 clusters Score -1486270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1486263.125000 Penalty: 3112.117920
	Iteration 31Q: 3 clusters Score -1486263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1486264.500000 Penalty: 3112.117920
	Iteration 32Q: 3 clusters Score -1486264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1486267.125000 Penalty: 3112.117920
	Iteration 33Q: 3 clusters Score -1486267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1486267.625000 Penalty: 3112.117920
	Iteration 34Q: 3 clusters Score -1486268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1486268.875000 Penalty: 3112.117920
	Iteration 35Q: 3 clusters Score -1486269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1486273.750000 Penalty: 3112.117920
	Iteration 36Q: 3 clusters Score -1486274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1486271.500000 Penalty: 3112.117920
	Iteration 37Q: 3 clusters Score -1486272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1486275.750000 Penalty: 3112.117920
	Iteration 38Q: 3 clusters Score -1486276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1486275.375000 Penalty: 3112.117920
	Iteration 39Q: 3 clusters Score -1486275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1486275.375000 Penalty: 3112.117920
	Iteration 40F: 3 clusters Score -1486275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1486277.500000 Penalty: 3112.117920
	Iteration 41Q: 3 clusters Score -1486278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1486281.625000 Penalty: 3112.117920
	Iteration 42Q: 3 clusters Score -1486282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1486284.250000 Penalty: 3112.117920
	Iteration 43Q: 3 clusters Score -1486284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1486283.750000 Penalty: 3112.117920
	Iteration 44Q: 3 clusters Score -1486284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1486287.000000 Penalty: 3112.117920
	Iteration 45Q: 3 clusters Score -1486287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1486292.125000 Penalty: 3112.117920
	Iteration 46Q: 3 clusters Score -1486292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1486293.250000 Penalty: 3112.117920
	Iteration 47Q: 3 clusters Score -1486293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1486293.375000 Penalty: 3112.117920
	Iteration 48Q: 3 clusters Score -1486293 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1486295.625000 Penalty: 3112.117920
	Iteration 49Q: 3 clusters Score -1486296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1486298.250000 Penalty: 3112.117920
	Iteration 50Q: 3 clusters Score -1486298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1486300.750000 Penalty: 3112.117920
	Iteration 51Q: 3 clusters Score -1486301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1486304.500000 Penalty: 3112.117920
	Iteration 52Q: 3 clusters Score -1486304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1486308.500000 Penalty: 3112.117920
	Iteration 53Q: 3 clusters Score -1486308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1486306.375000 Penalty: 3112.117920
	Iteration 54Q: 3 clusters Score -1486306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1486307.750000 Penalty: 3112.117920
	Iteration 55Q: 3 clusters Score -1486308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1486310.875000 Penalty: 3112.117920
	Iteration 56Q: 3 clusters Score -1486311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1486309.625000 Penalty: 3112.117920
	Iteration 57Q: 3 clusters Score -1486310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1486314.000000 Penalty: 3112.117920
	Iteration 58Q: 3 clusters Score -1486314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1486312.375000 Penalty: 3112.117920
	Iteration 59Q: 3 clusters Score -1486312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1486317.750000 Penalty: 3112.117920
	Iteration 60F: 3 clusters Score -1486318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1486317.125000 Penalty: 3112.117920
	Iteration 61Q: 3 clusters Score -1486317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1486316.625000 Penalty: 3112.117920
	Iteration 62Q: 3 clusters Score -1486317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1486313.500000 Penalty: 3112.117920
	Iteration 63Q: 3 clusters Score -1486314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1486314.625000 Penalty: 3112.117920
	Iteration 64Q: 3 clusters Score -1486315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1486314.375000 Penalty: 3112.117920
	Iteration 65Q: 3 clusters Score -1486314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1486315.125000 Penalty: 3112.117920
	Iteration 66Q: 3 clusters Score -1486315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1486316.875000 Penalty: 3112.117920
	Iteration 67Q: 3 clusters Score -1486317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1486320.625000 Penalty: 3112.117920
	Iteration 68Q: 3 clusters Score -1486321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1486322.000000 Penalty: 3112.117920
	Iteration 69Q: 3 clusters Score -1486322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1486319.250000 Penalty: 3112.117920
	Iteration 70Q: 3 clusters Score -1486319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1486319.250000 Penalty: 3112.117920
	Iteration 71F: 3 clusters Score -1486319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 158885 members 
Mstep: Class 2 contains 6673 members 
Mstep: Class 3 contains 167974 members 
Mstep: Class 4 contains 117295 members 
Mstep: Class 5 contains 26518 members 
Mstep: Class 6 contains 9367 members 
Mstep: Class 7 contains 1693 members 
Mstep: Class 8 contains 180059 members 
Mstep: Class 9 contains 76450 members 
Mstep: Class 10 contains 140051 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 176616 members 
Mstep: Class 13 contains 154501 members 
Mstep: Class 14 contains 2793 members 
Mstep: Class 15 contains 3416 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 20 contains 39809 members 
Mstep: Class 21 contains 14411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968616.000000 Penalty: 43433.996094
Iteration 119Q: 20 clusters Score -1.279686e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 158913 members 
Mstep: Class 2 contains 6673 members 
Mstep: Class 3 contains 167991 members 
Mstep: Class 4 contains 117250 members 
Mstep: Class 5 contains 26515 members 
Mstep: Class 6 contains 9352 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 180142 members 
Mstep: Class 9 contains 76516 members 
Mstep: Class 10 contains 140032 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 176510 members 
Mstep: Class 13 contains 154465 members 
Mstep: Class 14 contains 2793 members 
Mstep: Class 15 contains 3420 members 
Mstep: Class 16 contains 6581 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 20 contains 39800 members 
Mstep: Class 21 contains 14416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968792.000000 Penalty: 43433.996094
Iteration 120F: 20 clusters Score -1.279688e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 158945 members 
Mstep: Class 2 contains 6672 members 
Mstep: Class 3 contains 168008 members 
Mstep: Class 4 contains 117215 members 
Mstep: Class 5 contains 26519 members 
Mstep: Class 6 contains 9327 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 8 contains 180196 members 
Mstep: Class 9 contains 76590 members 
Mstep: Class 10 contains 140008 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 176412 members 
Mstep: Class 13 contains 154440 members 
Mstep: Class 14 contains 2792 members 
Mstep: Class 15 contains 3422 members 
Mstep: Class 16 contains 6610 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 20 contains 39791 members 
Mstep: Class 21 contains 14425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968752.000000 Penalty: 43433.996094
Iteration 121Q: 20 clusters Score -1.279688e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 158974 members 
Mstep: Class 2 contains 6669 members 
Mstep: Class 3 contains 168019 members 
Mstep: Class 4 contains 117183 members 
Mstep: Class 5 contains 26526 members 
Mstep: Class 6 contains 9315 members 
Mstep: Class 7 contains 1683 members 
Mstep: Class 8 contains 180252 members 
Mstep: Class 9 contains 76632 members 
Mstep: Class 10 contains 139994 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 176330 members 
Mstep: Class 13 contains 154421 members 
Mstep: Class 14 contains 2791 members 
Mstep: Class 15 contains 3421 members 
Mstep: Class 16 contains 6637 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 20 contains 39787 members 
Mstep: Class 21 contains 14425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968576.000000 Penalty: 43433.996094
Iteration 122Q: 20 clusters Score -1.279686e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 158991 members 
Mstep: Class 2 contains 6668 members 
Mstep: Class 3 contains 168044 members 
Mstep: Class 4 contains 117137 members 
Mstep: Class 5 contains 26537 members 
Mstep: Class 6 contains 9297 members 
Mstep: Class 7 contains 1673 members 
Mstep: Class 8 contains 180297 members 
Mstep: Class 9 contains 76656 members 
Mstep: Class 10 contains 140004 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 176258 members 
Mstep: Class 13 contains 154400 members 
Mstep: Class 14 contains 2790 members 
Mstep: Class 15 contains 3425 members 
Mstep: Class 16 contains 6666 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 20 contains 39788 members 
Mstep: Class 21 contains 14427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968800.000000 Penalty: 43433.996094
Iteration 123Q: 20 clusters Score -1.279688e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159016 members 
Mstep: Class 2 contains 6668 members 
Mstep: Class 3 contains 168066 members 
Mstep: Class 4 contains 117099 members 
Mstep: Class 5 contains 26536 members 
Mstep: Class 6 contains 9290 members 
Mstep: Class 7 contains 1670 members 
Mstep: Class 8 contains 180330 members 
Mstep: Class 9 contains 76686 members 
Mstep: Class 10 contains 140011 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 176195 members 
Mstep: Class 13 contains 154368 members 
Mstep: Class 14 contains 2789 members 
Mstep: Class 15 contains 3427 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 20 contains 39778 members 
Mstep: Class 21 contains 14434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968632.000000 Penalty: 43433.996094
Iteration 124Q: 20 clusters Score -1.279686e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159046 members 
Mstep: Class 2 contains 6668 members 
Mstep: Class 3 contains 168075 members 
Mstep: Class 4 contains 117060 members 
Mstep: Class 5 contains 26524 members 
Mstep: Class 6 contains 9283 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 180356 members 
Mstep: Class 9 contains 76723 members 
Mstep: Class 10 contains 140023 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 176126 members 
Mstep: Class 13 contains 154349 members 
Mstep: Class 14 contains 2788 members 
Mstep: Class 15 contains 3427 members 
Mstep: Class 16 contains 6725 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 20 contains 39777 members 
Mstep: Class 21 contains 14442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968688.000000 Penalty: 43433.996094
Iteration 125Q: 20 clusters Score -1.279687e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159055 members 
Mstep: Class 2 contains 6666 members 
Mstep: Class 3 contains 168083 members 
Mstep: Class 4 contains 117030 members 
Mstep: Class 5 contains 26527 members 
Mstep: Class 6 contains 9277 members 
Mstep: Class 7 contains 1664 members 
Mstep: Class 8 contains 180376 members 
Mstep: Class 9 contains 76757 members 
Mstep: Class 10 contains 140021 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 176064 members 
Mstep: Class 13 contains 154347 members 
Mstep: Class 14 contains 2787 members 
Mstep: Class 15 contains 3428 members 
Mstep: Class 16 contains 6751 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 20 contains 39774 members 
Mstep: Class 21 contains 14452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968816.000000 Penalty: 43433.996094
Iteration 126Q: 20 clusters Score -1.279688e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159073 members 
Mstep: Class 2 contains 6667 members 
Mstep: Class 3 contains 168091 members 
Mstep: Class 4 contains 117006 members 
Mstep: Class 5 contains 26512 members 
Mstep: Class 6 contains 9274 members 
Mstep: Class 7 contains 1663 members 
Mstep: Class 8 contains 180392 members 
Mstep: Class 9 contains 76794 members 
Mstep: Class 10 contains 140023 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 176007 members 
Mstep: Class 13 contains 154329 members 
Mstep: Class 14 contains 2783 members 
Mstep: Class 15 contains 3430 members 
Mstep: Class 16 contains 6784 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 20 contains 39775 members 
Mstep: Class 21 contains 14457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968856.000000 Penalty: 43433.996094
Iteration 127Q: 20 clusters Score -1.279689e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159069 members 
Mstep: Class 2 contains 6668 members 
Mstep: Class 3 contains 168127 members 
Mstep: Class 4 contains 116973 members 
Mstep: Class 5 contains 26491 members 
Mstep: Class 6 contains 9271 members 
Mstep: Class 7 contains 1663 members 
Mstep: Class 8 contains 180414 members 
Mstep: Class 9 contains 76806 members 
Mstep: Class 10 contains 140035 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 175948 members 
Mstep: Class 13 contains 154323 members 
Mstep: Class 14 contains 2782 members 
Mstep: Class 15 contains 3429 members 
Mstep: Class 16 contains 6819 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 20 contains 39778 members 
Mstep: Class 21 contains 14464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968816.000000 Penalty: 43433.996094
Iteration 128Q: 20 clusters Score -1.279688e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159068 members 
Mstep: Class 2 contains 6669 members 
Mstep: Class 3 contains 168152 members 
Mstep: Class 4 contains 116943 members 
Mstep: Class 5 contains 26476 members 
Mstep: Class 6 contains 9271 members 
Mstep: Class 7 contains 1661 members 
Mstep: Class 8 contains 180448 members 
Mstep: Class 9 contains 76804 members 
Mstep: Class 10 contains 140030 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 175899 members 
Mstep: Class 13 contains 154316 members 
Mstep: Class 14 contains 2782 members 
Mstep: Class 15 contains 3430 members 
Mstep: Class 16 contains 6851 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 20 contains 39783 members 
Mstep: Class 21 contains 14477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968920.000000 Penalty: 43433.996094
Iteration 129Q: 20 clusters Score -1.279689e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159071 members 
Mstep: Class 2 contains 6666 members 
Mstep: Class 3 contains 168163 members 
Mstep: Class 4 contains 116916 members 
Mstep: Class 5 contains 26466 members 
Mstep: Class 6 contains 9278 members 
Mstep: Class 7 contains 1659 members 
Mstep: Class 8 contains 180474 members 
Mstep: Class 9 contains 76809 members 
Mstep: Class 10 contains 140026 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 175867 members 
Mstep: Class 13 contains 154304 members 
Mstep: Class 14 contains 2781 members 
Mstep: Class 15 contains 3429 members 
Mstep: Class 16 contains 6881 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 20 contains 39784 members 
Mstep: Class 21 contains 14484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968936.000000 Penalty: 43433.996094
Iteration 130Q: 20 clusters Score -1.279689e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159070 members 
Mstep: Class 2 contains 6665 members 
Mstep: Class 3 contains 168187 members 
Mstep: Class 4 contains 116883 members 
Mstep: Class 5 contains 26454 members 
Mstep: Class 6 contains 9285 members 
Mstep: Class 7 contains 1657 members 
Mstep: Class 8 contains 180497 members 
Mstep: Class 9 contains 76827 members 
Mstep: Class 10 contains 140027 members 
Mstep: Class 11 contains 566 members 
Mstep: Class 12 contains 175817 members 
Mstep: Class 13 contains 154302 members 
Mstep: Class 14 contains 2781 members 
Mstep: Class 15 contains 3430 members 
Mstep: Class 16 contains 6906 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 20 contains 39781 members 
Mstep: Class 21 contains 14488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2285.050537 but Gain 2286.000000
Score: -127969128.000000 Penalty: 41147.996094
Iteration 131Q: 19 clusters Score -1.279691e+08 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159623 members 
Mstep: Class 2 contains 6665 members 
Mstep: Class 3 contains 168268 members 
Mstep: Class 4 contains 116851 members 
Mstep: Class 5 contains 26438 members 
Mstep: Class 6 contains 9287 members 
Mstep: Class 8 contains 180605 members 
Mstep: Class 9 contains 77117 members 
Mstep: Class 10 contains 140524 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 175774 members 
Mstep: Class 13 contains 154408 members 
Mstep: Class 14 contains 2781 members 
Mstep: Class 15 contains 3430 members 
Mstep: Class 16 contains 6933 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 20 contains 39837 members 
Mstep: Class 21 contains 14515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970800.000000 Penalty: 41147.996094
Iteration 132Q: 19 clusters Score -1.279708e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159636 members 
Mstep: Class 2 contains 6666 members 
Mstep: Class 3 contains 168275 members 
Mstep: Class 4 contains 116823 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 9285 members 
Mstep: Class 8 contains 180576 members 
Mstep: Class 9 contains 77145 members 
Mstep: Class 10 contains 140602 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 175705 members 
Mstep: Class 13 contains 154401 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 15 contains 3427 members 
Mstep: Class 16 contains 6957 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 20 contains 39827 members 
Mstep: Class 21 contains 14523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970968.000000 Penalty: 41147.996094
Iteration 133Q: 19 clusters Score -1.27971e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159648 members 
Mstep: Class 2 contains 6666 members 
Mstep: Class 3 contains 168303 members 
Mstep: Class 4 contains 116793 members 
Mstep: Class 5 contains 26411 members 
Mstep: Class 6 contains 9298 members 
Mstep: Class 8 contains 180565 members 
Mstep: Class 9 contains 77178 members 
Mstep: Class 10 contains 140639 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 175640 members 
Mstep: Class 13 contains 154387 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 3427 members 
Mstep: Class 16 contains 6980 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 20 contains 39818 members 
Mstep: Class 21 contains 14525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970800.000000 Penalty: 41147.996094
Iteration 134Q: 19 clusters Score -1.279708e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159670 members 
Mstep: Class 2 contains 6666 members 
Mstep: Class 3 contains 168328 members 
Mstep: Class 4 contains 116776 members 
Mstep: Class 5 contains 26384 members 
Mstep: Class 6 contains 9303 members 
Mstep: Class 8 contains 180554 members 
Mstep: Class 9 contains 77208 members 
Mstep: Class 10 contains 140660 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 175582 members 
Mstep: Class 13 contains 154382 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 15 contains 3422 members 
Mstep: Class 16 contains 7006 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 20 contains 39809 members 
Mstep: Class 21 contains 14527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970992.000000 Penalty: 41147.996094
Iteration 135Q: 19 clusters Score -1.27971e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159682 members 
Mstep: Class 2 contains 6666 members 
Mstep: Class 3 contains 168332 members 
Mstep: Class 4 contains 116767 members 
Mstep: Class 5 contains 26360 members 
Mstep: Class 6 contains 9307 members 
Mstep: Class 8 contains 180557 members 
Mstep: Class 9 contains 77241 members 
Mstep: Class 10 contains 140682 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 175526 members 
Mstep: Class 13 contains 154375 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 15 contains 3423 members 
Mstep: Class 16 contains 7030 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 20 contains 39798 members 
Mstep: Class 21 contains 14531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971072.000000 Penalty: 41147.996094
Iteration 136Q: 19 clusters Score -1.279711e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159685 members 
Mstep: Class 2 contains 6666 members 
Mstep: Class 3 contains 168349 members 
Mstep: Class 4 contains 116754 members 
Mstep: Class 5 contains 26329 members 
Mstep: Class 6 contains 9305 members 
Mstep: Class 8 contains 180563 members 
Mstep: Class 9 contains 77271 members 
Mstep: Class 10 contains 140690 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 175487 members 
Mstep: Class 13 contains 154377 members 
Mstep: Class 14 contains 2776 members 
Mstep: Class 15 contains 3421 members 
Mstep: Class 16 contains 7061 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 20 contains 39789 members 
Mstep: Class 21 contains 14533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971088.000000 Penalty: 41147.996094
Iteration 137Q: 19 clusters Score -1.279711e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159689 members 
Mstep: Class 2 contains 6666 members 
Mstep: Class 3 contains 168354 members 
Mstep: Class 4 contains 116752 members 
Mstep: Class 5 contains 26301 members 
Mstep: Class 6 contains 9302 members 
Mstep: Class 8 contains 180577 members 
Mstep: Class 9 contains 77275 members 
Mstep: Class 10 contains 140697 members 
Mstep: Class 11 contains 566 members 
Mstep: Class 12 contains 175449 members 
Mstep: Class 13 contains 154385 members 
Mstep: Class 14 contains 2773 members 
Mstep: Class 15 contains 3422 members 
Mstep: Class 16 contains 7088 members 
Mstep: Class 18 contains 3192 members 
Mstep: Class 20 contains 39791 members 
Mstep: Class 21 contains 14537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971112.000000 Penalty: 41147.996094
Iteration 138Q: 19 clusters Score -1.279711e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159690 members 
Mstep: Class 2 contains 6666 members 
Mstep: Class 3 contains 168362 members 
Mstep: Class 4 contains 116744 members 
Mstep: Class 5 contains 26276 members 
Mstep: Class 6 contains 9302 members 
Mstep: Class 8 contains 180592 members 
Mstep: Class 9 contains 77290 members 
Mstep: Class 10 contains 140699 members 
Mstep: Class 11 contains 566 members 
Mstep: Class 12 contains 175415 members 
Mstep: Class 13 contains 154390 members 
Mstep: Class 14 contains 2773 members 
Mstep: Class 15 contains 3425 members 
Mstep: Class 16 contains 7110 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39788 members 
Mstep: Class 21 contains 14537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971216.000000 Penalty: 41147.996094
Iteration 139Q: 19 clusters Score -1.279712e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159696 members 
Mstep: Class 2 contains 6666 members 
Mstep: Class 3 contains 168373 members 
Mstep: Class 4 contains 116735 members 
Mstep: Class 5 contains 26248 members 
Mstep: Class 6 contains 9302 members 
Mstep: Class 8 contains 180623 members 
Mstep: Class 9 contains 77290 members 
Mstep: Class 10 contains 140709 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 175370 members 
Mstep: Class 13 contains 154392 members 
Mstep: Class 14 contains 2773 members 
Mstep: Class 15 contains 3428 members 
Mstep: Class 16 contains 7133 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39785 members 
Mstep: Class 21 contains 14537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971336.000000 Penalty: 41147.996094
Iteration 140F: 19 clusters Score -1.279713e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159694 members 
Mstep: Class 2 contains 6666 members 
Mstep: Class 3 contains 168376 members 
Mstep: Class 4 contains 116734 members 
Mstep: Class 5 contains 26226 members 
Mstep: Class 6 contains 9301 members 
Mstep: Class 8 contains 180653 members 
Mstep: Class 9 contains 77296 members 
Mstep: Class 10 contains 140713 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 175334 members 
Mstep: Class 13 contains 154393 members 
Mstep: Class 14 contains 2773 members 
Mstep: Class 15 contains 3431 members 
Mstep: Class 16 contains 7154 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39780 members 
Mstep: Class 21 contains 14536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971288.000000 Penalty: 41147.996094
Iteration 141Q: 19 clusters Score -1.279713e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159690 members 
Mstep: Class 2 contains 6666 members 
Mstep: Class 3 contains 168381 members 
Mstep: Class 4 contains 116727 members 
Mstep: Class 5 contains 26202 members 
Mstep: Class 6 contains 9299 members 
Mstep: Class 8 contains 180681 members 
Mstep: Class 9 contains 77304 members 
Mstep: Class 10 contains 140713 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 175301 members 
Mstep: Class 13 contains 154397 members 
Mstep: Class 14 contains 2773 members 
Mstep: Class 15 contains 3435 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39778 members 
Mstep: Class 21 contains 14537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971272.000000 Penalty: 41147.996094
Iteration 142Q: 19 clusters Score -1.279713e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159687 members 
Mstep: Class 2 contains 6663 members 
Mstep: Class 3 contains 168380 members 
Mstep: Class 4 contains 116722 members 
Mstep: Class 5 contains 26185 members 
Mstep: Class 6 contains 9296 members 
Mstep: Class 8 contains 180703 members 
Mstep: Class 9 contains 77314 members 
Mstep: Class 10 contains 140717 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 175284 members 
Mstep: Class 13 contains 154396 members 
Mstep: Class 14 contains 2772 members 
Mstep: Class 15 contains 3436 members 
Mstep: Class 16 contains 7194 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39773 members 
Mstep: Class 21 contains 14538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971296.000000 Penalty: 41147.996094
Iteration 143Q: 19 clusters Score -1.279713e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159697 members 
Mstep: Class 2 contains 6661 members 
Mstep: Class 3 contains 168372 members 
Mstep: Class 4 contains 116722 members 
Mstep: Class 5 contains 26170 members 
Mstep: Class 6 contains 9296 members 
Mstep: Class 8 contains 180731 members 
Mstep: Class 9 contains 77321 members 
Mstep: Class 10 contains 140714 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 175262 members 
Mstep: Class 13 contains 154391 members 
Mstep: Class 14 contains 2770 members 
Mstep: Class 15 contains 3437 members 
Mstep: Class 16 contains 7208 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39767 members 
Mstep: Class 21 contains 14541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971352.000000 Penalty: 41147.996094
Iteration 144Q: 19 clusters Score -1.279714e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159707 members 
Mstep: Class 2 contains 6660 members 
Mstep: Class 3 contains 168369 members 
Mstep: Class 4 contains 116722 members 
Mstep: Class 5 contains 26159 members 
Mstep: Class 6 contains 9298 members 
Mstep: Class 8 contains 180746 members 
Mstep: Class 9 contains 77313 members 
Mstep: Class 10 contains 140709 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 175250 members 
Mstep: Class 13 contains 154391 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 3437 members 
Mstep: Class 16 contains 7222 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39764 members 
Mstep: Class 21 contains 14544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971464.000000 Penalty: 41147.996094
Iteration 145Q: 19 clusters Score -1.279715e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159716 members 
Mstep: Class 2 contains 6659 members 
Mstep: Class 3 contains 168379 members 
Mstep: Class 4 contains 116718 members 
Mstep: Class 5 contains 26144 members 
Mstep: Class 6 contains 9296 members 
Mstep: Class 8 contains 180759 members 
Mstep: Class 9 contains 77294 members 
Mstep: Class 10 contains 140705 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 175250 members 
Mstep: Class 13 contains 154386 members 
Mstep: Class 14 contains 2770 members 
Mstep: Class 15 contains 3440 members 
Mstep: Class 16 contains 7233 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 14548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971344.000000 Penalty: 41147.996094
Iteration 146Q: 19 clusters Score -1.279713e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159711 members 
Mstep: Class 2 contains 6657 members 
Mstep: Class 3 contains 168382 members 
Mstep: Class 4 contains 116718 members 
Mstep: Class 5 contains 26133 members 
Mstep: Class 6 contains 9297 members 
Mstep: Class 8 contains 180768 members 
Mstep: Class 9 contains 77284 members 
Mstep: Class 10 contains 140700 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 175254 members 
Mstep: Class 13 contains 154390 members 
Mstep: Class 14 contains 2771 members 
Mstep: Class 15 contains 3439 members 
Mstep: Class 16 contains 7244 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39765 members 
Mstep: Class 21 contains 14547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971376.000000 Penalty: 41147.996094
Iteration 147Q: 19 clusters Score -1.279714e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159704 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168386 members 
Mstep: Class 4 contains 116716 members 
Mstep: Class 5 contains 26125 members 
Mstep: Class 6 contains 9297 members 
Mstep: Class 8 contains 180772 members 
Mstep: Class 9 contains 77286 members 
Mstep: Class 10 contains 140696 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 175252 members 
Mstep: Class 13 contains 154386 members 
Mstep: Class 14 contains 2771 members 
Mstep: Class 15 contains 3440 members 
Mstep: Class 16 contains 7258 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39767 members 
Mstep: Class 21 contains 14548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971376.000000 Penalty: 41147.996094
Iteration 148Q: 19 clusters Score -1.279714e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159707 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168387 members 
Mstep: Class 4 contains 116716 members 
Mstep: Class 5 contains 26117 members 
Mstep: Class 6 contains 9297 members 
Mstep: Class 8 contains 180774 members 
Mstep: Class 9 contains 77279 members 
Mstep: Class 10 contains 140692 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 175253 members 
Mstep: Class 13 contains 154380 members 
Mstep: Class 14 contains 2771 members 
Mstep: Class 15 contains 3442 members 
Mstep: Class 16 contains 7272 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39768 members 
Mstep: Class 21 contains 14549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971464.000000 Penalty: 41147.996094
Iteration 149Q: 19 clusters Score -1.279715e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159699 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168382 members 
Mstep: Class 4 contains 116721 members 
Mstep: Class 5 contains 26119 members 
Mstep: Class 6 contains 9293 members 
Mstep: Class 8 contains 180777 members 
Mstep: Class 9 contains 77278 members 
Mstep: Class 10 contains 140686 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 175257 members 
Mstep: Class 13 contains 154382 members 
Mstep: Class 14 contains 2771 members 
Mstep: Class 15 contains 3442 members 
Mstep: Class 16 contains 7281 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39767 members 
Mstep: Class 21 contains 14549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971416.000000 Penalty: 41147.996094
Iteration 150Q: 19 clusters Score -1.279714e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159701 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168373 members 
Mstep: Class 4 contains 116722 members 
Mstep: Class 5 contains 26118 members 
Mstep: Class 6 contains 9294 members 
Mstep: Class 8 contains 180779 members 
Mstep: Class 9 contains 77279 members 
Mstep: Class 10 contains 140683 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 175258 members 
Mstep: Class 13 contains 154376 members 
Mstep: Class 14 contains 2771 members 
Mstep: Class 15 contains 3444 members 
Mstep: Class 16 contains 7289 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39765 members 
Mstep: Class 21 contains 14552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971304.000000 Penalty: 41147.996094
Iteration 151Q: 19 clusters Score -1.279713e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159696 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168368 members 
Mstep: Class 4 contains 116728 members 
Mstep: Class 5 contains 26116 members 
Mstep: Class 6 contains 9296 members 
Mstep: Class 8 contains 180780 members 
Mstep: Class 9 contains 77276 members 
Mstep: Class 10 contains 140683 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 175252 members 
Mstep: Class 13 contains 154377 members 
Mstep: Class 14 contains 2771 members 
Mstep: Class 15 contains 3449 members 
Mstep: Class 16 contains 7297 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39765 members 
Mstep: Class 21 contains 14551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971320.000000 Penalty: 41147.996094
Iteration 152Q: 19 clusters Score -1.279713e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159688 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168364 members 
Mstep: Class 4 contains 116731 members 
Mstep: Class 5 contains 26117 members 
Mstep: Class 6 contains 9295 members 
Mstep: Class 8 contains 180783 members 
Mstep: Class 9 contains 77278 members 
Mstep: Class 10 contains 140680 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 175247 members 
Mstep: Class 13 contains 154379 members 
Mstep: Class 14 contains 2771 members 
Mstep: Class 15 contains 3451 members 
Mstep: Class 16 contains 7304 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39764 members 
Mstep: Class 21 contains 14553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971232.000000 Penalty: 41147.996094
Iteration 153Q: 19 clusters Score -1.279712e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159694 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168361 members 
Mstep: Class 4 contains 116729 members 
Mstep: Class 5 contains 26112 members 
Mstep: Class 6 contains 9291 members 
Mstep: Class 8 contains 180787 members 
Mstep: Class 9 contains 77276 members 
Mstep: Class 10 contains 140678 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 175241 members 
Mstep: Class 13 contains 154383 members 
Mstep: Class 14 contains 2771 members 
Mstep: Class 15 contains 3454 members 
Mstep: Class 16 contains 7313 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39761 members 
Mstep: Class 21 contains 14555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971216.000000 Penalty: 41147.996094
Iteration 154Q: 19 clusters Score -1.279712e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159695 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168365 members 
Mstep: Class 4 contains 116726 members 
Mstep: Class 5 contains 26106 members 
Mstep: Class 6 contains 9291 members 
Mstep: Class 8 contains 180791 members 
Mstep: Class 9 contains 77278 members 
Mstep: Class 10 contains 140678 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 175233 members 
Mstep: Class 13 contains 154385 members 
Mstep: Class 14 contains 2770 members 
Mstep: Class 15 contains 3453 members 
Mstep: Class 16 contains 7321 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39759 members 
Mstep: Class 21 contains 14555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971384.000000 Penalty: 41147.996094
Iteration 155Q: 19 clusters Score -1.279714e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159695 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168368 members 
Mstep: Class 4 contains 116724 members 
Mstep: Class 5 contains 26100 members 
Mstep: Class 6 contains 9290 members 
Mstep: Class 8 contains 180791 members 
Mstep: Class 9 contains 77278 members 
Mstep: Class 10 contains 140678 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 175223 members 
Mstep: Class 13 contains 154387 members 
Mstep: Class 14 contains 2770 members 
Mstep: Class 15 contains 3457 members 
Mstep: Class 16 contains 7330 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39759 members 
Mstep: Class 21 contains 14556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971336.000000 Penalty: 41147.996094
Iteration 156Q: 19 clusters Score -1.279713e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159691 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168366 members 
Mstep: Class 4 contains 116724 members 
Mstep: Class 5 contains 26097 members 
Mstep: Class 6 contains 9290 members 
Mstep: Class 8 contains 180792 members 
Mstep: Class 9 contains 77279 members 
Mstep: Class 10 contains 140680 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 175210 members 
Mstep: Class 13 contains 154390 members 
Mstep: Class 14 contains 2770 members 
Mstep: Class 15 contains 3464 members 
Mstep: Class 16 contains 7337 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39760 members 
Mstep: Class 21 contains 14556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971288.000000 Penalty: 41147.996094
Iteration 157Q: 19 clusters Score -1.279713e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159694 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168365 members 
Mstep: Class 4 contains 116723 members 
Mstep: Class 5 contains 26092 members 
Mstep: Class 6 contains 9289 members 
Mstep: Class 8 contains 180789 members 
Mstep: Class 9 contains 77280 members 
Mstep: Class 10 contains 140682 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 175203 members 
Mstep: Class 13 contains 154391 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 3471 members 
Mstep: Class 16 contains 7343 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39760 members 
Mstep: Class 21 contains 14556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971288.000000 Penalty: 41147.996094
Iteration 158Q: 19 clusters Score -1.279713e+08 nChanged 69
Entering ConstructFrom: 
Score: -127971288.000000 Penalty: 41147.996094
Entering ConstructFrom: 
Trying to split cluster 1 (159702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159702 members 
Entering Unmasked Estep 
Score: -16074420.000000 Penalty: 1946.922974
	Iteration 0F: 2 clusters Score -1.607442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79839 members 
Mstep: Class 2 contains 79863 members 
Entering Unmasked Estep 
Score: -15969245.000000 Penalty: 3893.845947
	Iteration 0F: 3 clusters Score -1.596924e+07 nChanged 76743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79174 members 
Mstep: Class 2 contains 80528 members 
Entering Unmasked Estep 
Score: -16014416.000000 Penalty: 3893.845947
	Iteration 1F: 3 clusters Score -1.601442e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78793 members 
Mstep: Class 2 contains 80909 members 
Entering Unmasked Estep 
Score: -16015104.000000 Penalty: 3893.845947
	Iteration 2Q: 3 clusters Score -1.60151e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78188 members 
Mstep: Class 2 contains 81514 members 
Entering Unmasked Estep 
Score: -16015860.000000 Penalty: 3893.845947
	Iteration 3Q: 3 clusters Score -1.601586e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77139 members 
Mstep: Class 2 contains 82563 members 
Entering Unmasked Estep 
Score: -16016738.000000 Penalty: 3893.845947
	Iteration 4Q: 3 clusters Score -1.601674e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75486 members 
Mstep: Class 2 contains 84216 members 
Entering Unmasked Estep 
Score: -16017770.000000 Penalty: 3893.845947
	Iteration 5Q: 3 clusters Score -1.601777e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72989 members 
Mstep: Class 2 contains 86713 members 
Entering Unmasked Estep 
Score: -16019163.000000 Penalty: 3893.845947
	Iteration 6Q: 3 clusters Score -1.601916e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69408 members 
Mstep: Class 2 contains 90294 members 
Entering Unmasked Estep 
Score: -16021050.000000 Penalty: 3893.845947
	Iteration 7Q: 3 clusters Score -1.602105e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64446 members 
Mstep: Class 2 contains 95256 members 
Entering Unmasked Estep 
Score: -16023875.000000 Penalty: 3893.845947
	Iteration 8Q: 3 clusters Score -1.602388e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 101705 members 
Entering Unmasked Estep 
Score: -16028517.000000 Penalty: 3893.845947
	Iteration 9F: 3 clusters Score -1.602852e+07 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 109358 members 
Entering Unmasked Estep 
Score: -16035134.000000 Penalty: 3893.845947
	Iteration 10F: 3 clusters Score -1.603513e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 117189 members 
Entering Unmasked Estep 
Score: -16043230.000000 Penalty: 3893.845947
	Iteration 11F: 3 clusters Score -1.604323e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 123567 members 
Entering Unmasked Estep 
Score: -16050405.000000 Penalty: 3893.845947
	Iteration 12F: 3 clusters Score -1.60504e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 128177 members 
Entering Unmasked Estep 
Score: -16054705.000000 Penalty: 3893.845947
	Iteration 13Q: 3 clusters Score -1.60547e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 131911 members 
Entering Unmasked Estep 
Score: -16057286.000000 Penalty: 3893.845947
	Iteration 14Q: 3 clusters Score -1.605729e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 135331 members 
Entering Unmasked Estep 
Score: -16059143.000000 Penalty: 3893.845947
	Iteration 15Q: 3 clusters Score -1.605914e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 138544 members 
Entering Unmasked Estep 
Score: -16060864.000000 Penalty: 3893.845947
	Iteration 16Q: 3 clusters Score -1.606086e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 141623 members 
Entering Unmasked Estep 
Score: -16062512.000000 Penalty: 3893.845947
	Iteration 17Q: 3 clusters Score -1.606251e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 144505 members 
Entering Unmasked Estep 
Score: -16064213.000000 Penalty: 3893.845947
	Iteration 18Q: 3 clusters Score -1.606421e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 147161 members 
Entering Unmasked Estep 
Score: -16065785.000000 Penalty: 3893.845947
	Iteration 19Q: 3 clusters Score -1.606578e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 149651 members 
Entering Unmasked Estep 
Score: -16067365.000000 Penalty: 3893.845947
	Iteration 20F: 3 clusters Score -1.606736e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 151797 members 
Entering Unmasked Estep 
Score: -16068590.000000 Penalty: 3893.845947
	Iteration 21Q: 3 clusters Score -1.606859e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 153581 members 
Entering Unmasked Estep 
Score: -16069569.000000 Penalty: 3893.845947
	Iteration 22Q: 3 clusters Score -1.606957e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 155091 members 
Entering Unmasked Estep 
Score: -16070521.000000 Penalty: 3893.845947
	Iteration 23Q: 3 clusters Score -1.607052e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 156279 members 
Entering Unmasked Estep 
Score: -16071123.000000 Penalty: 3893.845947
	Iteration 24Q: 3 clusters Score -1.607112e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 157147 members 
Entering Unmasked Estep 
Score: -16071575.000000 Penalty: 3893.845947
	Iteration 25Q: 3 clusters Score -1.607158e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 157778 members 
Entering Unmasked Estep 
Score: -16071899.000000 Penalty: 3893.845947
	Iteration 26Q: 3 clusters Score -1.60719e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 158222 members 
Entering Unmasked Estep 
Score: -16072118.000000 Penalty: 3893.845947
	Iteration 27Q: 3 clusters Score -1.607212e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 158534 members 
Entering Unmasked Estep 
Score: -16072239.000000 Penalty: 3893.845947
	Iteration 28Q: 3 clusters Score -1.607224e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 158744 members 
Entering Unmasked Estep 
Score: -16072332.000000 Penalty: 3893.845947
	Iteration 29Q: 3 clusters Score -1.607233e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 158893 members 
Entering Unmasked Estep 
Score: -16072399.000000 Penalty: 3893.845947
	Iteration 30Q: 3 clusters Score -1.60724e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 159006 members 
Entering Unmasked Estep 
Score: -16072485.000000 Penalty: 3893.845947
	Iteration 31Q: 3 clusters Score -1.607248e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 159096 members 
Entering Unmasked Estep 
Score: -16072517.000000 Penalty: 3893.845947
	Iteration 32Q: 3 clusters Score -1.607252e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 159162 members 
Entering Unmasked Estep 
Score: -16072582.000000 Penalty: 3893.845947
	Iteration 33Q: 3 clusters Score -1.607258e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 159222 members 
Entering Unmasked Estep 
Score: -16072619.000000 Penalty: 3893.845947
	Iteration 34Q: 3 clusters Score -1.607262e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 159262 members 
Entering Unmasked Estep 
Score: -16072629.000000 Penalty: 3893.845947
	Iteration 35Q: 3 clusters Score -1.607263e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 159285 members 
Entering Unmasked Estep 
Score: -16072656.000000 Penalty: 3893.845947
	Iteration 36Q: 3 clusters Score -1.607266e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 159298 members 
Entering Unmasked Estep 
Score: -16072682.000000 Penalty: 3893.845947
	Iteration 37Q: 3 clusters Score -1.607268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 159310 members 
Entering Unmasked Estep 
Score: -16072673.000000 Penalty: 3893.845947
	Iteration 38Q: 3 clusters Score -1.607267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 159318 members 
Entering Unmasked Estep 
Score: -16072696.000000 Penalty: 3893.845947
	Iteration 39Q: 3 clusters Score -1.60727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 159320 members 
Entering Unmasked Estep 
Score: -16072694.000000 Penalty: 3893.845947
	Iteration 40F: 3 clusters Score -1.607269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 159325 members 
Entering Unmasked Estep 
Score: -16072693.000000 Penalty: 3893.845947
	Iteration 41Q: 3 clusters Score -1.607269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 159326 members 
Entering Unmasked Estep 
Score: -16072693.000000 Penalty: 3893.845947
	Iteration 42Q: 3 clusters Score -1.607269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 159328 members 
Entering Unmasked Estep 
Score: -16072695.000000 Penalty: 3893.845947
	Iteration 43Q: 3 clusters Score -1.60727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 159328 members 
Entering Unmasked Estep 
Score: -16072695.000000 Penalty: 3893.845947
	Iteration 44F: 3 clusters Score -1.60727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Entering Unmasked Estep 
Score: -677843.625000 Penalty: 1430.532104
	Iteration 0F: 2 clusters Score -677843.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -672716.562500 Penalty: 2861.064209
	Iteration 0F: 3 clusters Score -672716.6 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -674276.312500 Penalty: 2861.064209
	Iteration 1F: 3 clusters Score -674276.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -674512.000000 Penalty: 2861.064209
	Iteration 2F: 3 clusters Score -674512 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -674639.875000 Penalty: 2861.064209
	Iteration 3Q: 3 clusters Score -674639.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -674744.437500 Penalty: 2861.064209
	Iteration 4Q: 3 clusters Score -674744.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -674838.937500 Penalty: 2861.064209
	Iteration 5Q: 3 clusters Score -674838.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -674916.500000 Penalty: 2861.064209
	Iteration 6Q: 3 clusters Score -674916.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -674990.687500 Penalty: 2861.064209
	Iteration 7Q: 3 clusters Score -674990.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -675056.937500 Penalty: 2861.064209
	Iteration 8Q: 3 clusters Score -675056.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -675135.250000 Penalty: 2861.064209
	Iteration 9Q: 3 clusters Score -675135.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -675244.875000 Penalty: 2861.064209
	Iteration 10Q: 3 clusters Score -675244.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -675363.562500 Penalty: 2861.064209
	Iteration 11Q: 3 clusters Score -675363.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -675498.625000 Penalty: 2861.064209
	Iteration 12Q: 3 clusters Score -675498.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -675660.437500 Penalty: 2861.064209
	Iteration 13Q: 3 clusters Score -675660.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -675838.437500 Penalty: 2861.064209
	Iteration 14Q: 3 clusters Score -675838.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -676009.812500 Penalty: 2861.064209
	Iteration 15Q: 3 clusters Score -676009.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -676172.000000 Penalty: 2861.064209
	Iteration 16Q: 3 clusters Score -676172 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -676284.312500 Penalty: 2861.064209
	Iteration 17Q: 3 clusters Score -676284.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -676362.062500 Penalty: 2861.064209
	Iteration 18Q: 3 clusters Score -676362.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -676426.500000 Penalty: 2861.064209
	Iteration 19Q: 3 clusters Score -676426.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -676485.125000 Penalty: 2861.064209
	Iteration 20F: 3 clusters Score -676485.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -676523.687500 Penalty: 2861.064209
	Iteration 21Q: 3 clusters Score -676523.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -676557.937500 Penalty: 2861.064209
	Iteration 22Q: 3 clusters Score -676557.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -676591.500000 Penalty: 2861.064209
	Iteration 23Q: 3 clusters Score -676591.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -676609.500000 Penalty: 2861.064209
	Iteration 24Q: 3 clusters Score -676609.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -676618.937500 Penalty: 2861.064209
	Iteration 25Q: 3 clusters Score -676618.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -676626.375000 Penalty: 2861.064209
	Iteration 26Q: 3 clusters Score -676626.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -676634.312500 Penalty: 2861.064209
	Iteration 27Q: 3 clusters Score -676634.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -676645.125000 Penalty: 2861.064209
	Iteration 28Q: 3 clusters Score -676645.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -676656.875000 Penalty: 2861.064209
	Iteration 29Q: 3 clusters Score -676656.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -676659.937500 Penalty: 2861.064209
	Iteration 30Q: 3 clusters Score -676659.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -676663.687500 Penalty: 2861.064209
	Iteration 31Q: 3 clusters Score -676663.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -676667.875000 Penalty: 2861.064209
	Iteration 32Q: 3 clusters Score -676667.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -676670.375000 Penalty: 2861.064209
	Iteration 33Q: 3 clusters Score -676670.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -676670.312500 Penalty: 2861.064209
	Iteration 34Q: 3 clusters Score -676670.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -676672.937500 Penalty: 2861.064209
	Iteration 35Q: 3 clusters Score -676672.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -676675.625000 Penalty: 2861.064209
	Iteration 36Q: 3 clusters Score -676675.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -676678.000000 Penalty: 2861.064209
	Iteration 37Q: 3 clusters Score -676678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -676683.500000 Penalty: 2861.064209
	Iteration 38Q: 3 clusters Score -676683.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -676686.000000 Penalty: 2861.064209
	Iteration 39Q: 3 clusters Score -676686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -676686.812500 Penalty: 2861.064209
	Iteration 40F: 3 clusters Score -676686.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -676691.750000 Penalty: 2861.064209
	Iteration 41Q: 3 clusters Score -676691.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -676694.187500 Penalty: 2861.064209
	Iteration 42Q: 3 clusters Score -676694.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -676695.375000 Penalty: 2861.064209
	Iteration 43Q: 3 clusters Score -676695.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -676698.500000 Penalty: 2861.064209
	Iteration 44Q: 3 clusters Score -676698.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -676701.375000 Penalty: 2861.064209
	Iteration 45Q: 3 clusters Score -676701.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -676703.312500 Penalty: 2861.064209
	Iteration 46Q: 3 clusters Score -676703.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -676708.000000 Penalty: 2861.064209
	Iteration 47Q: 3 clusters Score -676708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -676708.875000 Penalty: 2861.064209
	Iteration 48Q: 3 clusters Score -676708.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -676710.750000 Penalty: 2861.064209
	Iteration 49Q: 3 clusters Score -676710.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -676711.687500 Penalty: 2861.064209
	Iteration 50Q: 3 clusters Score -676711.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -676713.000000 Penalty: 2861.064209
	Iteration 51Q: 3 clusters Score -676713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -676713.562500 Penalty: 2861.064209
	Iteration 52Q: 3 clusters Score -676713.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -676713.687500 Penalty: 2861.064209
	Iteration 53Q: 3 clusters Score -676713.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -676714.625000 Penalty: 2861.064209
	Iteration 54Q: 3 clusters Score -676714.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -676714.187500 Penalty: 2861.064209
	Iteration 55Q: 3 clusters Score -676714.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -676714.375000 Penalty: 2861.064209
	Iteration 56Q: 3 clusters Score -676714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -676715.937500 Penalty: 2861.064209
	Iteration 57Q: 3 clusters Score -676715.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -676715.937500 Penalty: 2861.064209
	Iteration 58F: 3 clusters Score -676715.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (168362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168362 members 
Entering Unmasked Estep 
Score: -17295804.000000 Penalty: 1955.504150
	Iteration 0F: 2 clusters Score -1.72958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84519 members 
Mstep: Class 2 contains 83843 members 
Entering Unmasked Estep 
Score: -17190180.000000 Penalty: 3911.008301
	Iteration 0F: 3 clusters Score -1.719018e+07 nChanged 81312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93111 members 
Mstep: Class 2 contains 75251 members 
Entering Unmasked Estep 
Score: -17238892.000000 Penalty: 3911.008301
	Iteration 1F: 3 clusters Score -1.723889e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98527 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -17241386.000000 Penalty: 3911.008301
	Iteration 2Q: 3 clusters Score -1.724139e+07 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106570 members 
Mstep: Class 2 contains 61792 members 
Entering Unmasked Estep 
Score: -17245328.000000 Penalty: 3911.008301
	Iteration 3F: 3 clusters Score -1.724533e+07 nChanged 11571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117557 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -17252396.000000 Penalty: 3911.008301
	Iteration 4F: 3 clusters Score -1.72524e+07 nChanged 13594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130771 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -17262440.000000 Penalty: 3911.008301
	Iteration 5F: 3 clusters Score -1.726244e+07 nChanged 13544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144141 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -17274374.000000 Penalty: 3911.008301
	Iteration 6F: 3 clusters Score -1.727437e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154820 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -17283646.000000 Penalty: 3911.008301
	Iteration 7F: 3 clusters Score -1.728365e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161431 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -17289140.000000 Penalty: 3911.008301
	Iteration 8Q: 3 clusters Score -1.728914e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164771 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -17291758.000000 Penalty: 3911.008301
	Iteration 9Q: 3 clusters Score -1.729176e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166305 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -17292842.000000 Penalty: 3911.008301
	Iteration 10Q: 3 clusters Score -1.729284e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167016 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -17293404.000000 Penalty: 3911.008301
	Iteration 11Q: 3 clusters Score -1.72934e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167347 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -17293720.000000 Penalty: 3911.008301
	Iteration 12Q: 3 clusters Score -1.729372e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167504 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -17293868.000000 Penalty: 3911.008301
	Iteration 13Q: 3 clusters Score -1.729387e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167569 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -17293942.000000 Penalty: 3911.008301
	Iteration 14Q: 3 clusters Score -1.729394e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167608 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -17293992.000000 Penalty: 3911.008301
	Iteration 15Q: 3 clusters Score -1.729399e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167636 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -17294018.000000 Penalty: 3911.008301
	Iteration 16Q: 3 clusters Score -1.729402e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167655 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -17294058.000000 Penalty: 3911.008301
	Iteration 17Q: 3 clusters Score -1.729406e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167678 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -17294084.000000 Penalty: 3911.008301
	Iteration 18Q: 3 clusters Score -1.729408e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167686 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -17294098.000000 Penalty: 3911.008301
	Iteration 19Q: 3 clusters Score -1.72941e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167690 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -17294114.000000 Penalty: 3911.008301
	Iteration 20F: 3 clusters Score -1.729411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167703 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -17294126.000000 Penalty: 3911.008301
	Iteration 21Q: 3 clusters Score -1.729413e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167713 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -17294150.000000 Penalty: 3911.008301
	Iteration 22Q: 3 clusters Score -1.729415e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167722 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -17294158.000000 Penalty: 3911.008301
	Iteration 23Q: 3 clusters Score -1.729416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167723 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -17294164.000000 Penalty: 3911.008301
	Iteration 24Q: 3 clusters Score -1.729416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167720 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -17294178.000000 Penalty: 3911.008301
	Iteration 25Q: 3 clusters Score -1.729418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167720 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -17294172.000000 Penalty: 3911.008301
	Iteration 26Q: 3 clusters Score -1.729417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167722 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -17294178.000000 Penalty: 3911.008301
	Iteration 27Q: 3 clusters Score -1.729418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167722 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -17294186.000000 Penalty: 3911.008301
	Iteration 28Q: 3 clusters Score -1.729419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167723 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -17294186.000000 Penalty: 3911.008301
	Iteration 29Q: 3 clusters Score -1.729419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167723 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -17294186.000000 Penalty: 3911.008301
	Iteration 30F: 3 clusters Score -1.729419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (116722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116722 members 
Entering Unmasked Estep 
Score: -11985015.000000 Penalty: 1895.976929
	Iteration 0F: 2 clusters Score -1.198502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 58245 members 
Entering Unmasked Estep 
Score: -11907210.000000 Penalty: 3791.953857
	Iteration 0F: 3 clusters Score -1.190721e+07 nChanged 55968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -11939886.000000 Penalty: 3791.953857
	Iteration 1F: 3 clusters Score -1.193989e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -11940931.000000 Penalty: 3791.953857
	Iteration 2Q: 3 clusters Score -1.194093e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -11942529.000000 Penalty: 3791.953857
	Iteration 3Q: 3 clusters Score -1.194253e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69584 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -11945188.000000 Penalty: 3791.953857
	Iteration 4Q: 3 clusters Score -1.194519e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75121 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -11948986.000000 Penalty: 3791.953857
	Iteration 5F: 3 clusters Score -1.194899e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82090 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -11954112.000000 Penalty: 3791.953857
	Iteration 6F: 3 clusters Score -1.195411e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89890 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -11960470.000000 Penalty: 3791.953857
	Iteration 7F: 3 clusters Score -1.196047e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97772 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -11967129.000000 Penalty: 3791.953857
	Iteration 8F: 3 clusters Score -1.196713e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104742 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -11973274.000000 Penalty: 3791.953857
	Iteration 9F: 3 clusters Score -1.197327e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110040 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -11977946.000000 Penalty: 3791.953857
	Iteration 10Q: 3 clusters Score -1.197795e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113363 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -11980824.000000 Penalty: 3791.953857
	Iteration 11Q: 3 clusters Score -1.198082e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115118 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -11982254.000000 Penalty: 3791.953857
	Iteration 12Q: 3 clusters Score -1.198225e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115898 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -11982836.000000 Penalty: 3791.953857
	Iteration 13Q: 3 clusters Score -1.198284e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116195 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -11983052.000000 Penalty: 3791.953857
	Iteration 14Q: 3 clusters Score -1.198305e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116332 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -11983183.000000 Penalty: 3791.953857
	Iteration 15Q: 3 clusters Score -1.198318e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116395 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -11983259.000000 Penalty: 3791.953857
	Iteration 16Q: 3 clusters Score -1.198326e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116432 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -11983291.000000 Penalty: 3791.953857
	Iteration 17Q: 3 clusters Score -1.198329e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116437 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -11983312.000000 Penalty: 3791.953857
	Iteration 18Q: 3 clusters Score -1.198331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116439 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -11983317.000000 Penalty: 3791.953857
	Iteration 19Q: 3 clusters Score -1.198332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116442 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -11983319.000000 Penalty: 3791.953857
	Iteration 20F: 3 clusters Score -1.198332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116449 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -11983325.000000 Penalty: 3791.953857
	Iteration 21Q: 3 clusters Score -1.198332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116459 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -11983343.000000 Penalty: 3791.953857
	Iteration 22Q: 3 clusters Score -1.198334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116468 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -11983362.000000 Penalty: 3791.953857
	Iteration 23Q: 3 clusters Score -1.198336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116476 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -11983373.000000 Penalty: 3791.953857
	Iteration 24Q: 3 clusters Score -1.198337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116478 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -11983383.000000 Penalty: 3791.953857
	Iteration 25Q: 3 clusters Score -1.198338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116478 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -11983380.000000 Penalty: 3791.953857
	Iteration 26Q: 3 clusters Score -1.198338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116478 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -11983381.000000 Penalty: 3791.953857
	Iteration 27Q: 3 clusters Score -1.198338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116478 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -11983386.000000 Penalty: 3791.953857
	Iteration 28Q: 3 clusters Score -1.198339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116480 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -11983388.000000 Penalty: 3791.953857
	Iteration 29Q: 3 clusters Score -1.198339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116479 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -11983389.000000 Penalty: 3791.953857
	Iteration 30Q: 3 clusters Score -1.198339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116480 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -11983389.000000 Penalty: 3791.953857
	Iteration 31Q: 3 clusters Score -1.198339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116480 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -11983389.000000 Penalty: 3791.953857
	Iteration 32F: 3 clusters Score -1.198339e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Entering Unmasked Estep 
Score: -2566855.250000 Penalty: 1652.500000
	Iteration 0F: 2 clusters Score -2566855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2549217.000000 Penalty: 3305.000000
	Iteration 0F: 3 clusters Score -2549217 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2555849.750000 Penalty: 3305.000000
	Iteration 1F: 3 clusters Score -2555850 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2556177.500000 Penalty: 3305.000000
	Iteration 2Q: 3 clusters Score -2556178 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2556468.750000 Penalty: 3305.000000
	Iteration 3Q: 3 clusters Score -2556469 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2556774.750000 Penalty: 3305.000000
	Iteration 4Q: 3 clusters Score -2556775 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2557144.750000 Penalty: 3305.000000
	Iteration 5Q: 3 clusters Score -2557145 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2557599.250000 Penalty: 3305.000000
	Iteration 6Q: 3 clusters Score -2557599 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2558249.250000 Penalty: 3305.000000
	Iteration 7Q: 3 clusters Score -2558249 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2559142.250000 Penalty: 3305.000000
	Iteration 8F: 3 clusters Score -2559142 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2560242.000000 Penalty: 3305.000000
	Iteration 9F: 3 clusters Score -2560242 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2561429.750000 Penalty: 3305.000000
	Iteration 10F: 3 clusters Score -2561430 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2562542.750000 Penalty: 3305.000000
	Iteration 11F: 3 clusters Score -2562543 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2563489.000000 Penalty: 3305.000000
	Iteration 12Q: 3 clusters Score -2563489 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2564303.250000 Penalty: 3305.000000
	Iteration 13Q: 3 clusters Score -2564303 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2564840.500000 Penalty: 3305.000000
	Iteration 14Q: 3 clusters Score -2564840 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2565187.000000 Penalty: 3305.000000
	Iteration 15Q: 3 clusters Score -2565187 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2565343.250000 Penalty: 3305.000000
	Iteration 16Q: 3 clusters Score -2565343 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2565423.500000 Penalty: 3305.000000
	Iteration 17Q: 3 clusters Score -2565424 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2565487.000000 Penalty: 3305.000000
	Iteration 18Q: 3 clusters Score -2565487 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2565515.250000 Penalty: 3305.000000
	Iteration 19Q: 3 clusters Score -2565515 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2565539.500000 Penalty: 3305.000000
	Iteration 20F: 3 clusters Score -2565540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2565551.750000 Penalty: 3305.000000
	Iteration 21Q: 3 clusters Score -2565552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2565573.000000 Penalty: 3305.000000
	Iteration 22Q: 3 clusters Score -2565573 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2565594.000000 Penalty: 3305.000000
	Iteration 23Q: 3 clusters Score -2565594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2565611.000000 Penalty: 3305.000000
	Iteration 24Q: 3 clusters Score -2565611 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2565626.750000 Penalty: 3305.000000
	Iteration 25Q: 3 clusters Score -2565627 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2565627.500000 Penalty: 3305.000000
	Iteration 26Q: 3 clusters Score -2565628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2565640.500000 Penalty: 3305.000000
	Iteration 27Q: 3 clusters Score -2565640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2565642.000000 Penalty: 3305.000000
	Iteration 28Q: 3 clusters Score -2565642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2565651.500000 Penalty: 3305.000000
	Iteration 29Q: 3 clusters Score -2565652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2565659.000000 Penalty: 3305.000000
	Iteration 30Q: 3 clusters Score -2565659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2565659.500000 Penalty: 3305.000000
	Iteration 31Q: 3 clusters Score -2565660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2565661.500000 Penalty: 3305.000000
	Iteration 32Q: 3 clusters Score -2565662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2565666.750000 Penalty: 3305.000000
	Iteration 33Q: 3 clusters Score -2565667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2565669.000000 Penalty: 3305.000000
	Iteration 34Q: 3 clusters Score -2565669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2565668.500000 Penalty: 3305.000000
	Iteration 35Q: 3 clusters Score -2565668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2565670.000000 Penalty: 3305.000000
	Iteration 36Q: 3 clusters Score -2565670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2565666.250000 Penalty: 3305.000000
	Iteration 37Q: 3 clusters Score -2565666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2565668.000000 Penalty: 3305.000000
	Iteration 38Q: 3 clusters Score -2565668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2565668.000000 Penalty: 3305.000000
	Iteration 39F: 3 clusters Score -2565668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Entering Unmasked Estep 
Score: -953508.625000 Penalty: 1484.660278
	Iteration 0F: 2 clusters Score -953508.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -946785.375000 Penalty: 2969.320557
	Iteration 0F: 3 clusters Score -946785.4 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -948992.750000 Penalty: 2969.320557
	Iteration 1F: 3 clusters Score -948992.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -949197.125000 Penalty: 2969.320557
	Iteration 2F: 3 clusters Score -949197.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -949334.000000 Penalty: 2969.320557
	Iteration 3Q: 3 clusters Score -949334 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -949439.187500 Penalty: 2969.320557
	Iteration 4Q: 3 clusters Score -949439.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -949552.187500 Penalty: 2969.320557
	Iteration 5Q: 3 clusters Score -949552.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -949650.750000 Penalty: 2969.320557
	Iteration 6Q: 3 clusters Score -949650.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -949748.625000 Penalty: 2969.320557
	Iteration 7Q: 3 clusters Score -949748.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -949842.125000 Penalty: 2969.320557
	Iteration 8Q: 3 clusters Score -949842.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -949959.062500 Penalty: 2969.320557
	Iteration 9Q: 3 clusters Score -949959.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -950113.062500 Penalty: 2969.320557
	Iteration 10Q: 3 clusters Score -950113.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -950300.750000 Penalty: 2969.320557
	Iteration 11Q: 3 clusters Score -950300.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -950539.562500 Penalty: 2969.320557
	Iteration 12Q: 3 clusters Score -950539.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -950805.062500 Penalty: 2969.320557
	Iteration 13Q: 3 clusters Score -950805.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -951078.062500 Penalty: 2969.320557
	Iteration 14Q: 3 clusters Score -951078.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -951366.062500 Penalty: 2969.320557
	Iteration 15Q: 3 clusters Score -951366.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -951627.187500 Penalty: 2969.320557
	Iteration 16Q: 3 clusters Score -951627.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -951809.312500 Penalty: 2969.320557
	Iteration 17Q: 3 clusters Score -951809.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -951929.625000 Penalty: 2969.320557
	Iteration 18Q: 3 clusters Score -951929.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -952019.625000 Penalty: 2969.320557
	Iteration 19Q: 3 clusters Score -952019.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -952072.625000 Penalty: 2969.320557
	Iteration 20F: 3 clusters Score -952072.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -952096.312500 Penalty: 2969.320557
	Iteration 21Q: 3 clusters Score -952096.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -952114.312500 Penalty: 2969.320557
	Iteration 22Q: 3 clusters Score -952114.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -952132.687500 Penalty: 2969.320557
	Iteration 23Q: 3 clusters Score -952132.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -952152.375000 Penalty: 2969.320557
	Iteration 24Q: 3 clusters Score -952152.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -952163.812500 Penalty: 2969.320557
	Iteration 25Q: 3 clusters Score -952163.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -952171.250000 Penalty: 2969.320557
	Iteration 26Q: 3 clusters Score -952171.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -952175.562500 Penalty: 2969.320557
	Iteration 27Q: 3 clusters Score -952175.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -952184.937500 Penalty: 2969.320557
	Iteration 28Q: 3 clusters Score -952184.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -952189.437500 Penalty: 2969.320557
	Iteration 29Q: 3 clusters Score -952189.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -952191.125000 Penalty: 2969.320557
	Iteration 30Q: 3 clusters Score -952191.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -952193.687500 Penalty: 2969.320557
	Iteration 31Q: 3 clusters Score -952193.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -952197.375000 Penalty: 2969.320557
	Iteration 32Q: 3 clusters Score -952197.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -952202.687500 Penalty: 2969.320557
	Iteration 33Q: 3 clusters Score -952202.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -952206.562500 Penalty: 2969.320557
	Iteration 34Q: 3 clusters Score -952206.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -952207.625000 Penalty: 2969.320557
	Iteration 35Q: 3 clusters Score -952207.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -952207.437500 Penalty: 2969.320557
	Iteration 36Q: 3 clusters Score -952207.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -952207.437500 Penalty: 2969.320557
	Iteration 37F: 3 clusters Score -952207.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (180785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180785 members 
Entering Unmasked Estep 
Score: -18213998.000000 Penalty: 1967.072754
	Iteration 0F: 2 clusters Score -1.8214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90742 members 
Mstep: Class 2 contains 90043 members 
Entering Unmasked Estep 
Score: -18096144.000000 Penalty: 3934.145508
	Iteration 0F: 3 clusters Score -1.809614e+07 nChanged 87531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 84276 members 
Entering Unmasked Estep 
Score: -18147884.000000 Penalty: 3934.145508
	Iteration 1F: 3 clusters Score -1.814788e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99648 members 
Mstep: Class 2 contains 81137 members 
Entering Unmasked Estep 
Score: -18149804.000000 Penalty: 3934.145508
	Iteration 2Q: 3 clusters Score -1.81498e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104522 members 
Mstep: Class 2 contains 76263 members 
Entering Unmasked Estep 
Score: -18152752.000000 Penalty: 3934.145508
	Iteration 3Q: 3 clusters Score -1.815275e+07 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111885 members 
Mstep: Class 2 contains 68900 members 
Entering Unmasked Estep 
Score: -18157428.000000 Penalty: 3934.145508
	Iteration 4F: 3 clusters Score -1.815743e+07 nChanged 11758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122305 members 
Mstep: Class 2 contains 58480 members 
Entering Unmasked Estep 
Score: -18165264.000000 Penalty: 3934.145508
	Iteration 5F: 3 clusters Score -1.816526e+07 nChanged 13878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135423 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -18176150.000000 Penalty: 3934.145508
	Iteration 6F: 3 clusters Score -1.817615e+07 nChanged 14211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149220 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -18187854.000000 Penalty: 3934.145508
	Iteration 7F: 3 clusters Score -1.818785e+07 nChanged 11176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160102 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -18197056.000000 Penalty: 3934.145508
	Iteration 8F: 3 clusters Score -1.819706e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166862 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -18203620.000000 Penalty: 3934.145508
	Iteration 9Q: 3 clusters Score -1.820362e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170681 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -18207314.000000 Penalty: 3934.145508
	Iteration 10Q: 3 clusters Score -1.820731e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172760 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -18209244.000000 Penalty: 3934.145508
	Iteration 11Q: 3 clusters Score -1.820924e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173983 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -18210474.000000 Penalty: 3934.145508
	Iteration 12Q: 3 clusters Score -1.821047e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174770 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -18211052.000000 Penalty: 3934.145508
	Iteration 13Q: 3 clusters Score -1.821105e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175376 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -18211422.000000 Penalty: 3934.145508
	Iteration 14Q: 3 clusters Score -1.821142e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175825 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -18211742.000000 Penalty: 3934.145508
	Iteration 15Q: 3 clusters Score -1.821174e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176139 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -18211952.000000 Penalty: 3934.145508
	Iteration 16Q: 3 clusters Score -1.821195e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176383 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -18212114.000000 Penalty: 3934.145508
	Iteration 17Q: 3 clusters Score -1.821211e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176568 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -18212286.000000 Penalty: 3934.145508
	Iteration 18Q: 3 clusters Score -1.821229e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176733 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -18212406.000000 Penalty: 3934.145508
	Iteration 19Q: 3 clusters Score -1.821241e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176886 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -18212530.000000 Penalty: 3934.145508
	Iteration 20F: 3 clusters Score -1.821253e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177027 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -18212580.000000 Penalty: 3934.145508
	Iteration 21Q: 3 clusters Score -1.821258e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177137 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -18212624.000000 Penalty: 3934.145508
	Iteration 22Q: 3 clusters Score -1.821262e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177203 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -18212680.000000 Penalty: 3934.145508
	Iteration 23Q: 3 clusters Score -1.821268e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177263 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -18212748.000000 Penalty: 3934.145508
	Iteration 24Q: 3 clusters Score -1.821275e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177306 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -18212792.000000 Penalty: 3934.145508
	Iteration 25Q: 3 clusters Score -1.821279e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177356 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -18212848.000000 Penalty: 3934.145508
	Iteration 26Q: 3 clusters Score -1.821285e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177388 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -18212870.000000 Penalty: 3934.145508
	Iteration 27Q: 3 clusters Score -1.821287e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177417 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -18212894.000000 Penalty: 3934.145508
	Iteration 28Q: 3 clusters Score -1.821289e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177455 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -18212924.000000 Penalty: 3934.145508
	Iteration 29Q: 3 clusters Score -1.821292e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177492 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -18212960.000000 Penalty: 3934.145508
	Iteration 30Q: 3 clusters Score -1.821296e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177532 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -18212990.000000 Penalty: 3934.145508
	Iteration 31Q: 3 clusters Score -1.821299e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177564 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -18213028.000000 Penalty: 3934.145508
	Iteration 32Q: 3 clusters Score -1.821303e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177596 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -18213042.000000 Penalty: 3934.145508
	Iteration 33Q: 3 clusters Score -1.821304e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177617 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -18213032.000000 Penalty: 3934.145508
	Iteration 34Q: 3 clusters Score -1.821303e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177624 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -18213034.000000 Penalty: 3934.145508
	Iteration 35Q: 3 clusters Score -1.821303e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177626 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -18213064.000000 Penalty: 3934.145508
	Iteration 36Q: 3 clusters Score -1.821306e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177643 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -18213054.000000 Penalty: 3934.145508
	Iteration 37Q: 3 clusters Score -1.821305e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177667 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -18213078.000000 Penalty: 3934.145508
	Iteration 38Q: 3 clusters Score -1.821308e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177687 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -18213090.000000 Penalty: 3934.145508
	Iteration 39Q: 3 clusters Score -1.821309e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177696 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -18213114.000000 Penalty: 3934.145508
	Iteration 40F: 3 clusters Score -1.821311e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177711 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -18213084.000000 Penalty: 3934.145508
	Iteration 41Q: 3 clusters Score -1.821308e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177724 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -18213122.000000 Penalty: 3934.145508
	Iteration 42Q: 3 clusters Score -1.821312e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177735 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -18213142.000000 Penalty: 3934.145508
	Iteration 43Q: 3 clusters Score -1.821314e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177750 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -18213166.000000 Penalty: 3934.145508
	Iteration 44Q: 3 clusters Score -1.821317e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177760 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -18213200.000000 Penalty: 3934.145508
	Iteration 45Q: 3 clusters Score -1.82132e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177761 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -18213182.000000 Penalty: 3934.145508
	Iteration 46Q: 3 clusters Score -1.821318e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177768 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -18213216.000000 Penalty: 3934.145508
	Iteration 47Q: 3 clusters Score -1.821322e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177773 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -18213222.000000 Penalty: 3934.145508
	Iteration 48Q: 3 clusters Score -1.821322e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177788 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -18213210.000000 Penalty: 3934.145508
	Iteration 49Q: 3 clusters Score -1.821321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177792 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -18213200.000000 Penalty: 3934.145508
	Iteration 50Q: 3 clusters Score -1.82132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177792 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -18213206.000000 Penalty: 3934.145508
	Iteration 51Q: 3 clusters Score -1.821321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177793 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -18213210.000000 Penalty: 3934.145508
	Iteration 52Q: 3 clusters Score -1.821321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177798 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -18213208.000000 Penalty: 3934.145508
	Iteration 53Q: 3 clusters Score -1.821321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177803 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -18213208.000000 Penalty: 3934.145508
	Iteration 54Q: 3 clusters Score -1.821321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177801 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -18213212.000000 Penalty: 3934.145508
	Iteration 55Q: 3 clusters Score -1.821321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177803 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -18213208.000000 Penalty: 3934.145508
	Iteration 56Q: 3 clusters Score -1.821321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177808 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -18213202.000000 Penalty: 3934.145508
	Iteration 57Q: 3 clusters Score -1.82132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177813 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -18213216.000000 Penalty: 3934.145508
	Iteration 58Q: 3 clusters Score -1.821322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177819 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -18213214.000000 Penalty: 3934.145508
	Iteration 59Q: 3 clusters Score -1.821321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177822 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -18213208.000000 Penalty: 3934.145508
	Iteration 60F: 3 clusters Score -1.821321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177824 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -18213212.000000 Penalty: 3934.145508
	Iteration 61Q: 3 clusters Score -1.821321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177826 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -18213206.000000 Penalty: 3934.145508
	Iteration 62Q: 3 clusters Score -1.821321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177825 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -18213214.000000 Penalty: 3934.145508
	Iteration 63Q: 3 clusters Score -1.821321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177828 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -18213206.000000 Penalty: 3934.145508
	Iteration 64Q: 3 clusters Score -1.821321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177834 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -18213206.000000 Penalty: 3934.145508
	Iteration 65Q: 3 clusters Score -1.821321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177838 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -18213202.000000 Penalty: 3934.145508
	Iteration 66Q: 3 clusters Score -1.82132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177840 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -18213216.000000 Penalty: 3934.145508
	Iteration 67Q: 3 clusters Score -1.821322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177841 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -18213208.000000 Penalty: 3934.145508
	Iteration 68Q: 3 clusters Score -1.821321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177839 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -18213202.000000 Penalty: 3934.145508
	Iteration 69Q: 3 clusters Score -1.82132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177837 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -18213208.000000 Penalty: 3934.145508
	Iteration 70Q: 3 clusters Score -1.821321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177837 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -18213208.000000 Penalty: 3934.145508
	Iteration 71F: 3 clusters Score -1.821321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (77280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77280 members 
Entering Unmasked Estep 
Score: -7938018.500000 Penalty: 1828.968506
	Iteration 0F: 2 clusters Score -7938018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -7886333.500000 Penalty: 3657.937012
	Iteration 0F: 3 clusters Score -7886334 nChanged 36725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -7907678.000000 Penalty: 3657.937012
	Iteration 1F: 3 clusters Score -7907678 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -7908256.500000 Penalty: 3657.937012
	Iteration 2Q: 3 clusters Score -7908256 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -7908917.000000 Penalty: 3657.937012
	Iteration 3Q: 3 clusters Score -7908917 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -7909794.000000 Penalty: 3657.937012
	Iteration 4Q: 3 clusters Score -7909794 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -7910988.500000 Penalty: 3657.937012
	Iteration 5Q: 3 clusters Score -7910988 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -7912831.500000 Penalty: 3657.937012
	Iteration 6Q: 3 clusters Score -7912832 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -7915775.000000 Penalty: 3657.937012
	Iteration 7F: 3 clusters Score -7915775 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -7919106.500000 Penalty: 3657.937012
	Iteration 8F: 3 clusters Score -7919106 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -7921317.500000 Penalty: 3657.937012
	Iteration 9F: 3 clusters Score -7921318 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -7922017.000000 Penalty: 3657.937012
	Iteration 10Q: 3 clusters Score -7922017 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -7922222.500000 Penalty: 3657.937012
	Iteration 11Q: 3 clusters Score -7922222 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -7922304.500000 Penalty: 3657.937012
	Iteration 12Q: 3 clusters Score -7922304 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -7922326.500000 Penalty: 3657.937012
	Iteration 13Q: 3 clusters Score -7922326 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -7922367.500000 Penalty: 3657.937012
	Iteration 14Q: 3 clusters Score -7922368 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -7922408.000000 Penalty: 3657.937012
	Iteration 15Q: 3 clusters Score -7922408 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -7922465.500000 Penalty: 3657.937012
	Iteration 16Q: 3 clusters Score -7922466 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -7922509.000000 Penalty: 3657.937012
	Iteration 17Q: 3 clusters Score -7922509 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -7922564.500000 Penalty: 3657.937012
	Iteration 18Q: 3 clusters Score -7922564 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -7922598.500000 Penalty: 3657.937012
	Iteration 19Q: 3 clusters Score -7922598 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -7922609.500000 Penalty: 3657.937012
	Iteration 20F: 3 clusters Score -7922610 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -7922661.000000 Penalty: 3657.937012
	Iteration 21Q: 3 clusters Score -7922661 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -7922790.000000 Penalty: 3657.937012
	Iteration 22Q: 3 clusters Score -7922790 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -7922865.000000 Penalty: 3657.937012
	Iteration 23Q: 3 clusters Score -7922865 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -7922970.000000 Penalty: 3657.937012
	Iteration 24Q: 3 clusters Score -7922970 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -7923025.000000 Penalty: 3657.937012
	Iteration 25Q: 3 clusters Score -7923025 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -7923110.000000 Penalty: 3657.937012
	Iteration 26Q: 3 clusters Score -7923110 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -7923225.000000 Penalty: 3657.937012
	Iteration 27Q: 3 clusters Score -7923225 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -7923351.500000 Penalty: 3657.937012
	Iteration 28Q: 3 clusters Score -7923352 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -7923486.000000 Penalty: 3657.937012
	Iteration 29Q: 3 clusters Score -7923486 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -7923662.000000 Penalty: 3657.937012
	Iteration 30Q: 3 clusters Score -7923662 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -7923864.000000 Penalty: 3657.937012
	Iteration 31Q: 3 clusters Score -7923864 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -7924055.000000 Penalty: 3657.937012
	Iteration 32Q: 3 clusters Score -7924055 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -7924306.000000 Penalty: 3657.937012
	Iteration 33Q: 3 clusters Score -7924306 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -7924722.500000 Penalty: 3657.937012
	Iteration 34Q: 3 clusters Score -7924722 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -7925198.000000 Penalty: 3657.937012
	Iteration 35Q: 3 clusters Score -7925198 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -7925711.500000 Penalty: 3657.937012
	Iteration 36Q: 3 clusters Score -7925712 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -7926333.500000 Penalty: 3657.937012
	Iteration 37Q: 3 clusters Score -7926334 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -7927000.500000 Penalty: 3657.937012
	Iteration 38Q: 3 clusters Score -7927000 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -7927786.000000 Penalty: 3657.937012
	Iteration 39Q: 3 clusters Score -7927786 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -7928603.000000 Penalty: 3657.937012
	Iteration 40F: 3 clusters Score -7928603 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -7929392.000000 Penalty: 3657.937012
	Iteration 41Q: 3 clusters Score -7929392 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -7930120.000000 Penalty: 3657.937012
	Iteration 42Q: 3 clusters Score -7930120 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -7930740.000000 Penalty: 3657.937012
	Iteration 43Q: 3 clusters Score -7930740 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -7931263.000000 Penalty: 3657.937012
	Iteration 44Q: 3 clusters Score -7931263 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -7931664.000000 Penalty: 3657.937012
	Iteration 45Q: 3 clusters Score -7931664 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -7931924.500000 Penalty: 3657.937012
	Iteration 46Q: 3 clusters Score -7931924 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -7932153.500000 Penalty: 3657.937012
	Iteration 47Q: 3 clusters Score -7932154 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -7932334.500000 Penalty: 3657.937012
	Iteration 48Q: 3 clusters Score -7932334 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -7932484.000000 Penalty: 3657.937012
	Iteration 49Q: 3 clusters Score -7932484 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -7932567.000000 Penalty: 3657.937012
	Iteration 50Q: 3 clusters Score -7932567 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -7932612.000000 Penalty: 3657.937012
	Iteration 51Q: 3 clusters Score -7932612 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -7932715.500000 Penalty: 3657.937012
	Iteration 52Q: 3 clusters Score -7932716 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -7932707.000000 Penalty: 3657.937012
	Iteration 53Q: 3 clusters Score -7932707 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -7932736.500000 Penalty: 3657.937012
	Iteration 54Q: 3 clusters Score -7932736 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -7932785.500000 Penalty: 3657.937012
	Iteration 55Q: 3 clusters Score -7932786 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -7932822.000000 Penalty: 3657.937012
	Iteration 56Q: 3 clusters Score -7932822 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -7932862.500000 Penalty: 3657.937012
	Iteration 57Q: 3 clusters Score -7932862 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -7932878.500000 Penalty: 3657.937012
	Iteration 58Q: 3 clusters Score -7932878 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -7932852.500000 Penalty: 3657.937012
	Iteration 59Q: 3 clusters Score -7932852 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -7932868.500000 Penalty: 3657.937012
	Iteration 60F: 3 clusters Score -7932868 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -7932870.000000 Penalty: 3657.937012
	Iteration 61Q: 3 clusters Score -7932870 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -7932858.000000 Penalty: 3657.937012
	Iteration 62Q: 3 clusters Score -7932858 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -7932862.000000 Penalty: 3657.937012
	Iteration 63Q: 3 clusters Score -7932862 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -7932877.500000 Penalty: 3657.937012
	Iteration 64Q: 3 clusters Score -7932878 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -7932875.500000 Penalty: 3657.937012
	Iteration 65Q: 3 clusters Score -7932876 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -7932883.000000 Penalty: 3657.937012
	Iteration 66Q: 3 clusters Score -7932883 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -7932895.000000 Penalty: 3657.937012
	Iteration 67Q: 3 clusters Score -7932895 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -7932925.500000 Penalty: 3657.937012
	Iteration 68Q: 3 clusters Score -7932926 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -7932961.000000 Penalty: 3657.937012
	Iteration 69Q: 3 clusters Score -7932961 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -7932981.500000 Penalty: 3657.937012
	Iteration 70Q: 3 clusters Score -7932982 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -7932975.000000 Penalty: 3657.937012
	Iteration 71Q: 3 clusters Score -7932975 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
Score: -7933002.500000 Penalty: 3657.937012
	Iteration 72Q: 3 clusters Score -7933002 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -7933010.500000 Penalty: 3657.937012
	Iteration 73Q: 3 clusters Score -7933010 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -7933006.000000 Penalty: 3657.937012
	Iteration 74Q: 3 clusters Score -7933006 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -7933007.000000 Penalty: 3657.937012
	Iteration 75Q: 3 clusters Score -7933007 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -7932996.500000 Penalty: 3657.937012
	Iteration 76Q: 3 clusters Score -7932996 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -7933023.000000 Penalty: 3657.937012
	Iteration 77Q: 3 clusters Score -7933023 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -7933023.000000 Penalty: 3657.937012
	Iteration 78Q: 3 clusters Score -7933023 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 51433 members 
Entering Unmasked Estep 
Score: -7933048.000000 Penalty: 3657.937012
	Iteration 79Q: 3 clusters Score -7933048 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 51678 members 
Entering Unmasked Estep 
Score: -7933038.500000 Penalty: 3657.937012
	Iteration 80F: 3 clusters Score -7933038 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -7933067.500000 Penalty: 3657.937012
	Iteration 81Q: 3 clusters Score -7933068 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -7933079.000000 Penalty: 3657.937012
	Iteration 82Q: 3 clusters Score -7933079 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 52513 members 
Entering Unmasked Estep 
Score: -7933107.500000 Penalty: 3657.937012
	Iteration 83Q: 3 clusters Score -7933108 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -7933144.000000 Penalty: 3657.937012
	Iteration 84Q: 3 clusters Score -7933144 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 53064 members 
Entering Unmasked Estep 
Score: -7933149.500000 Penalty: 3657.937012
	Iteration 85Q: 3 clusters Score -7933150 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -7933126.000000 Penalty: 3657.937012
	Iteration 86Q: 3 clusters Score -7933126 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -7933144.500000 Penalty: 3657.937012
	Iteration 87Q: 3 clusters Score -7933144 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -7933153.500000 Penalty: 3657.937012
	Iteration 88Q: 3 clusters Score -7933154 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -7933173.500000 Penalty: 3657.937012
	Iteration 89Q: 3 clusters Score -7933174 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -7933181.500000 Penalty: 3657.937012
	Iteration 90Q: 3 clusters Score -7933182 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -7933216.500000 Penalty: 3657.937012
	Iteration 91Q: 3 clusters Score -7933216 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -7933248.500000 Penalty: 3657.937012
	Iteration 92Q: 3 clusters Score -7933248 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -7933278.500000 Penalty: 3657.937012
	Iteration 93Q: 3 clusters Score -7933278 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 55721 members 
Entering Unmasked Estep 
Score: -7933284.000000 Penalty: 3657.937012
	Iteration 94Q: 3 clusters Score -7933284 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -7933322.500000 Penalty: 3657.937012
	Iteration 95Q: 3 clusters Score -7933322 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -7933353.500000 Penalty: 3657.937012
	Iteration 96Q: 3 clusters Score -7933354 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 56597 members 
Entering Unmasked Estep 
Score: -7933386.500000 Penalty: 3657.937012
	Iteration 97Q: 3 clusters Score -7933386 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 56927 members 
Entering Unmasked Estep 
Score: -7933402.500000 Penalty: 3657.937012
	Iteration 98Q: 3 clusters Score -7933402 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
Score: -7933457.500000 Penalty: 3657.937012
	Iteration 99Q: 3 clusters Score -7933458 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 57602 members 
Entering Unmasked Estep 
Score: -7933458.000000 Penalty: 3657.937012
	Iteration 100F: 3 clusters Score -7933458 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 57950 members 
Entering Unmasked Estep 
Score: -7933478.000000 Penalty: 3657.937012
	Iteration 101Q: 3 clusters Score -7933478 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 58324 members 
Entering Unmasked Estep 
Score: -7933548.500000 Penalty: 3657.937012
	Iteration 102Q: 3 clusters Score -7933548 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 58718 members 
Entering Unmasked Estep 
Score: -7933553.500000 Penalty: 3657.937012
	Iteration 103Q: 3 clusters Score -7933554 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -7933568.000000 Penalty: 3657.937012
	Iteration 104Q: 3 clusters Score -7933568 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
Score: -7933623.000000 Penalty: 3657.937012
	Iteration 105Q: 3 clusters Score -7933623 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -7933661.500000 Penalty: 3657.937012
	Iteration 106Q: 3 clusters Score -7933662 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -7933693.000000 Penalty: 3657.937012
	Iteration 107Q: 3 clusters Score -7933693 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 60667 members 
Entering Unmasked Estep 
Score: -7933730.000000 Penalty: 3657.937012
	Iteration 108Q: 3 clusters Score -7933730 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -7933761.500000 Penalty: 3657.937012
	Iteration 109Q: 3 clusters Score -7933762 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 61457 members 
Entering Unmasked Estep 
Score: -7933833.000000 Penalty: 3657.937012
	Iteration 110Q: 3 clusters Score -7933833 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 61863 members 
Entering Unmasked Estep 
Score: -7933876.000000 Penalty: 3657.937012
	Iteration 111Q: 3 clusters Score -7933876 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 62274 members 
Entering Unmasked Estep 
Score: -7933940.500000 Penalty: 3657.937012
	Iteration 112Q: 3 clusters Score -7933940 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 62711 members 
Entering Unmasked Estep 
Score: -7934023.500000 Penalty: 3657.937012
	Iteration 113Q: 3 clusters Score -7934024 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 63113 members 
Entering Unmasked Estep 
Score: -7934094.500000 Penalty: 3657.937012
	Iteration 114Q: 3 clusters Score -7934094 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 63506 members 
Entering Unmasked Estep 
Score: -7934139.000000 Penalty: 3657.937012
	Iteration 115Q: 3 clusters Score -7934139 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 63883 members 
Entering Unmasked Estep 
Score: -7934178.500000 Penalty: 3657.937012
	Iteration 116Q: 3 clusters Score -7934178 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 64252 members 
Entering Unmasked Estep 
Score: -7934275.500000 Penalty: 3657.937012
	Iteration 117Q: 3 clusters Score -7934276 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 64641 members 
Entering Unmasked Estep 
Score: -7934312.000000 Penalty: 3657.937012
	Iteration 118Q: 3 clusters Score -7934312 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 65026 members 
Entering Unmasked Estep 
Score: -7934357.000000 Penalty: 3657.937012
	Iteration 119Q: 3 clusters Score -7934357 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 65376 members 
Entering Unmasked Estep 
Score: -7934396.500000 Penalty: 3657.937012
	Iteration 120F: 3 clusters Score -7934396 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 65723 members 
Entering Unmasked Estep 
Score: -7934438.000000 Penalty: 3657.937012
	Iteration 121Q: 3 clusters Score -7934438 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 66086 members 
Entering Unmasked Estep 
Score: -7934502.500000 Penalty: 3657.937012
	Iteration 122Q: 3 clusters Score -7934502 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 66419 members 
Entering Unmasked Estep 
Score: -7934585.000000 Penalty: 3657.937012
	Iteration 123Q: 3 clusters Score -7934585 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -7934619.000000 Penalty: 3657.937012
	Iteration 124Q: 3 clusters Score -7934619 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 67054 members 
Entering Unmasked Estep 
Score: -7934650.500000 Penalty: 3657.937012
	Iteration 125Q: 3 clusters Score -7934650 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 67377 members 
Entering Unmasked Estep 
Score: -7934696.000000 Penalty: 3657.937012
	Iteration 126Q: 3 clusters Score -7934696 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 67699 members 
Entering Unmasked Estep 
Score: -7934730.000000 Penalty: 3657.937012
	Iteration 127Q: 3 clusters Score -7934730 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -7934779.000000 Penalty: 3657.937012
	Iteration 128Q: 3 clusters Score -7934779 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
Score: -7934826.500000 Penalty: 3657.937012
	Iteration 129Q: 3 clusters Score -7934826 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 68629 members 
Entering Unmasked Estep 
Score: -7934907.000000 Penalty: 3657.937012
	Iteration 130Q: 3 clusters Score -7934907 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 68943 members 
Entering Unmasked Estep 
Score: -7934956.500000 Penalty: 3657.937012
	Iteration 131Q: 3 clusters Score -7934956 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 69261 members 
Entering Unmasked Estep 
Score: -7935007.000000 Penalty: 3657.937012
	Iteration 132Q: 3 clusters Score -7935007 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 69597 members 
Entering Unmasked Estep 
Score: -7935084.500000 Penalty: 3657.937012
	Iteration 133Q: 3 clusters Score -7935084 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 69941 members 
Entering Unmasked Estep 
Score: -7935146.000000 Penalty: 3657.937012
	Iteration 134Q: 3 clusters Score -7935146 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 70293 members 
Entering Unmasked Estep 
Score: -7935223.500000 Penalty: 3657.937012
	Iteration 135Q: 3 clusters Score -7935224 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
Score: -7935287.500000 Penalty: 3657.937012
	Iteration 136Q: 3 clusters Score -7935288 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 70970 members 
Entering Unmasked Estep 
Score: -7935375.500000 Penalty: 3657.937012
	Iteration 137Q: 3 clusters Score -7935376 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 71265 members 
Entering Unmasked Estep 
Score: -7935413.500000 Penalty: 3657.937012
	Iteration 138Q: 3 clusters Score -7935414 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 71557 members 
Entering Unmasked Estep 
Score: -7935481.500000 Penalty: 3657.937012
	Iteration 139Q: 3 clusters Score -7935482 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 71865 members 
Entering Unmasked Estep 
Score: -7935562.500000 Penalty: 3657.937012
	Iteration 140F: 3 clusters Score -7935562 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 72181 members 
Entering Unmasked Estep 
Score: -7935641.500000 Penalty: 3657.937012
	Iteration 141Q: 3 clusters Score -7935642 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 72493 members 
Entering Unmasked Estep 
Score: -7935728.000000 Penalty: 3657.937012
	Iteration 142Q: 3 clusters Score -7935728 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 72789 members 
Entering Unmasked Estep 
Score: -7935790.500000 Penalty: 3657.937012
	Iteration 143Q: 3 clusters Score -7935790 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 73064 members 
Entering Unmasked Estep 
Score: -7935852.500000 Penalty: 3657.937012
	Iteration 144Q: 3 clusters Score -7935852 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 73338 members 
Entering Unmasked Estep 
Score: -7935953.500000 Penalty: 3657.937012
	Iteration 145Q: 3 clusters Score -7935954 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 73605 members 
Entering Unmasked Estep 
Score: -7936031.500000 Penalty: 3657.937012
	Iteration 146Q: 3 clusters Score -7936032 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 73847 members 
Entering Unmasked Estep 
Score: -7936093.000000 Penalty: 3657.937012
	Iteration 147Q: 3 clusters Score -7936093 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -7936141.500000 Penalty: 3657.937012
	Iteration 148Q: 3 clusters Score -7936142 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 74287 members 
Entering Unmasked Estep 
Score: -7936173.500000 Penalty: 3657.937012
	Iteration 149Q: 3 clusters Score -7936174 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 74463 members 
Entering Unmasked Estep 
Score: -7936220.500000 Penalty: 3657.937012
	Iteration 150Q: 3 clusters Score -7936220 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 74640 members 
Entering Unmasked Estep 
Score: -7936243.000000 Penalty: 3657.937012
	Iteration 151Q: 3 clusters Score -7936243 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 74803 members 
Entering Unmasked Estep 
Score: -7936258.000000 Penalty: 3657.937012
	Iteration 152Q: 3 clusters Score -7936258 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 74946 members 
Entering Unmasked Estep 
Score: -7936296.000000 Penalty: 3657.937012
	Iteration 153Q: 3 clusters Score -7936296 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -7936309.000000 Penalty: 3657.937012
	Iteration 154Q: 3 clusters Score -7936309 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 75206 members 
Entering Unmasked Estep 
Score: -7936328.000000 Penalty: 3657.937012
	Iteration 155Q: 3 clusters Score -7936328 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 75329 members 
Entering Unmasked Estep 
Score: -7936383.000000 Penalty: 3657.937012
	Iteration 156Q: 3 clusters Score -7936383 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 75443 members 
Entering Unmasked Estep 
Score: -7936429.000000 Penalty: 3657.937012
	Iteration 157Q: 3 clusters Score -7936429 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 75554 members 
Entering Unmasked Estep 
Score: -7936458.500000 Penalty: 3657.937012
	Iteration 158Q: 3 clusters Score -7936458 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -7936474.500000 Penalty: 3657.937012
	Iteration 159Q: 3 clusters Score -7936474 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 75742 members 
Entering Unmasked Estep 
Score: -7936489.000000 Penalty: 3657.937012
	Iteration 160F: 3 clusters Score -7936489 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 75825 members 
Entering Unmasked Estep 
Score: -7936504.000000 Penalty: 3657.937012
	Iteration 161Q: 3 clusters Score -7936504 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 75895 members 
Entering Unmasked Estep 
Score: -7936530.500000 Penalty: 3657.937012
	Iteration 162Q: 3 clusters Score -7936530 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 75970 members 
Entering Unmasked Estep 
Score: -7936558.000000 Penalty: 3657.937012
	Iteration 163Q: 3 clusters Score -7936558 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 76030 members 
Entering Unmasked Estep 
Score: -7936582.500000 Penalty: 3657.937012
	Iteration 164Q: 3 clusters Score -7936582 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 76088 members 
Entering Unmasked Estep 
Score: -7936591.500000 Penalty: 3657.937012
	Iteration 165Q: 3 clusters Score -7936592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 76126 members 
Entering Unmasked Estep 
Score: -7936588.500000 Penalty: 3657.937012
	Iteration 166Q: 3 clusters Score -7936588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 76157 members 
Entering Unmasked Estep 
Score: -7936594.500000 Penalty: 3657.937012
	Iteration 167Q: 3 clusters Score -7936594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 76183 members 
Entering Unmasked Estep 
Score: -7936606.500000 Penalty: 3657.937012
	Iteration 168Q: 3 clusters Score -7936606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 76214 members 
Entering Unmasked Estep 
Score: -7936618.000000 Penalty: 3657.937012
	Iteration 169Q: 3 clusters Score -7936618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 76238 members 
Entering Unmasked Estep 
Score: -7936630.500000 Penalty: 3657.937012
	Iteration 170Q: 3 clusters Score -7936630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 76263 members 
Entering Unmasked Estep 
Score: -7936638.000000 Penalty: 3657.937012
	Iteration 171Q: 3 clusters Score -7936638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 76291 members 
Entering Unmasked Estep 
Score: -7936660.000000 Penalty: 3657.937012
	Iteration 172Q: 3 clusters Score -7936660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 76320 members 
Entering Unmasked Estep 
Score: -7936666.500000 Penalty: 3657.937012
	Iteration 173Q: 3 clusters Score -7936666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 76343 members 
Entering Unmasked Estep 
Score: -7936673.000000 Penalty: 3657.937012
	Iteration 174Q: 3 clusters Score -7936673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 76359 members 
Entering Unmasked Estep 
Score: -7936669.500000 Penalty: 3657.937012
	Iteration 175Q: 3 clusters Score -7936670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 76371 members 
Entering Unmasked Estep 
Score: -7936679.500000 Penalty: 3657.937012
	Iteration 176Q: 3 clusters Score -7936680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 76382 members 
Entering Unmasked Estep 
Score: -7936681.500000 Penalty: 3657.937012
	Iteration 177Q: 3 clusters Score -7936682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 76396 members 
Entering Unmasked Estep 
Score: -7936691.000000 Penalty: 3657.937012
	Iteration 178Q: 3 clusters Score -7936691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 76403 members 
Entering Unmasked Estep 
Score: -7936693.000000 Penalty: 3657.937012
	Iteration 179Q: 3 clusters Score -7936693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 76414 members 
Entering Unmasked Estep 
Score: -7936695.000000 Penalty: 3657.937012
	Iteration 180F: 3 clusters Score -7936695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 76423 members 
Entering Unmasked Estep 
Score: -7936697.000000 Penalty: 3657.937012
	Iteration 181Q: 3 clusters Score -7936697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 76429 members 
Entering Unmasked Estep 
Score: -7936694.500000 Penalty: 3657.937012
	Iteration 182Q: 3 clusters Score -7936694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 76431 members 
Entering Unmasked Estep 
Score: -7936695.500000 Penalty: 3657.937012
	Iteration 183Q: 3 clusters Score -7936696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 76432 members 
Entering Unmasked Estep 
Score: -7936698.500000 Penalty: 3657.937012
	Iteration 184Q: 3 clusters Score -7936698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 76432 members 
Entering Unmasked Estep 
Score: -7936698.500000 Penalty: 3657.937012
	Iteration 185F: 3 clusters Score -7936698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (140683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140683 members 
Entering Unmasked Estep 
Score: -14303963.000000 Penalty: 1926.317993
	Iteration 0F: 2 clusters Score -1.430396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70108 members 
Mstep: Class 2 contains 70575 members 
Entering Unmasked Estep 
Score: -14210131.000000 Penalty: 3852.635986
	Iteration 0F: 3 clusters Score -1.421013e+07 nChanged 67715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68055 members 
Mstep: Class 2 contains 72628 members 
Entering Unmasked Estep 
Score: -14249894.000000 Penalty: 3852.635986
	Iteration 1F: 3 clusters Score -1.424989e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 73850 members 
Entering Unmasked Estep 
Score: -14250811.000000 Penalty: 3852.635986
	Iteration 2Q: 3 clusters Score -1.425081e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64894 members 
Mstep: Class 2 contains 75789 members 
Entering Unmasked Estep 
Score: -14252066.000000 Penalty: 3852.635986
	Iteration 3Q: 3 clusters Score -1.425207e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 78775 members 
Entering Unmasked Estep 
Score: -14253770.000000 Penalty: 3852.635986
	Iteration 4Q: 3 clusters Score -1.425377e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 83185 members 
Entering Unmasked Estep 
Score: -14256743.000000 Penalty: 3852.635986
	Iteration 5Q: 3 clusters Score -1.425674e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 89379 members 
Entering Unmasked Estep 
Score: -14261181.000000 Penalty: 3852.635986
	Iteration 6F: 3 clusters Score -1.426118e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 97572 members 
Entering Unmasked Estep 
Score: -14267631.000000 Penalty: 3852.635986
	Iteration 7F: 3 clusters Score -1.426763e+07 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 107128 members 
Entering Unmasked Estep 
Score: -14275472.000000 Penalty: 3852.635986
	Iteration 8F: 3 clusters Score -1.427547e+07 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 116758 members 
Entering Unmasked Estep 
Score: -14283559.000000 Penalty: 3852.635986
	Iteration 9F: 3 clusters Score -1.428356e+07 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 125190 members 
Entering Unmasked Estep 
Score: -14290644.000000 Penalty: 3852.635986
	Iteration 10F: 3 clusters Score -1.429064e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 131505 members 
Entering Unmasked Estep 
Score: -14295669.000000 Penalty: 3852.635986
	Iteration 11Q: 3 clusters Score -1.429567e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 135591 members 
Entering Unmasked Estep 
Score: -14298875.000000 Penalty: 3852.635986
	Iteration 12Q: 3 clusters Score -1.429888e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 137865 members 
Entering Unmasked Estep 
Score: -14300544.000000 Penalty: 3852.635986
	Iteration 13Q: 3 clusters Score -1.430054e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 139037 members 
Entering Unmasked Estep 
Score: -14301364.000000 Penalty: 3852.635986
	Iteration 14Q: 3 clusters Score -1.430136e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 139617 members 
Entering Unmasked Estep 
Score: -14301784.000000 Penalty: 3852.635986
	Iteration 15Q: 3 clusters Score -1.430178e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 139907 members 
Entering Unmasked Estep 
Score: -14301950.000000 Penalty: 3852.635986
	Iteration 16Q: 3 clusters Score -1.430195e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 140059 members 
Entering Unmasked Estep 
Score: -14302080.000000 Penalty: 3852.635986
	Iteration 17Q: 3 clusters Score -1.430208e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 140150 members 
Entering Unmasked Estep 
Score: -14302177.000000 Penalty: 3852.635986
	Iteration 18Q: 3 clusters Score -1.430218e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 140206 members 
Entering Unmasked Estep 
Score: -14302248.000000 Penalty: 3852.635986
	Iteration 19Q: 3 clusters Score -1.430225e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 140232 members 
Entering Unmasked Estep 
Score: -14302266.000000 Penalty: 3852.635986
	Iteration 20F: 3 clusters Score -1.430227e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 140246 members 
Entering Unmasked Estep 
Score: -14302291.000000 Penalty: 3852.635986
	Iteration 21Q: 3 clusters Score -1.430229e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 140257 members 
Entering Unmasked Estep 
Score: -14302299.000000 Penalty: 3852.635986
	Iteration 22Q: 3 clusters Score -1.43023e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 140260 members 
Entering Unmasked Estep 
Score: -14302312.000000 Penalty: 3852.635986
	Iteration 23Q: 3 clusters Score -1.430231e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 140259 members 
Entering Unmasked Estep 
Score: -14302317.000000 Penalty: 3852.635986
	Iteration 24Q: 3 clusters Score -1.430232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 140261 members 
Entering Unmasked Estep 
Score: -14302330.000000 Penalty: 3852.635986
	Iteration 25Q: 3 clusters Score -1.430233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 140262 members 
Entering Unmasked Estep 
Score: -14302333.000000 Penalty: 3852.635986
	Iteration 26Q: 3 clusters Score -1.430233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 140269 members 
Entering Unmasked Estep 
Score: -14302335.000000 Penalty: 3852.635986
	Iteration 27Q: 3 clusters Score -1.430234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 140268 members 
Entering Unmasked Estep 
Score: -14302340.000000 Penalty: 3852.635986
	Iteration 28Q: 3 clusters Score -1.430234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 140270 members 
Entering Unmasked Estep 
Score: -14302332.000000 Penalty: 3852.635986
	Iteration 29Q: 3 clusters Score -1.430233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 140275 members 
Entering Unmasked Estep 
Score: -14302338.000000 Penalty: 3852.635986
	Iteration 30Q: 3 clusters Score -1.430234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 140278 members 
Entering Unmasked Estep 
Score: -14302343.000000 Penalty: 3852.635986
	Iteration 31Q: 3 clusters Score -1.430234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 140282 members 
Entering Unmasked Estep 
Score: -14302346.000000 Penalty: 3852.635986
	Iteration 32Q: 3 clusters Score -1.430235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 140284 members 
Entering Unmasked Estep 
Score: -14302349.000000 Penalty: 3852.635986
	Iteration 33Q: 3 clusters Score -1.430235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 140288 members 
Entering Unmasked Estep 
Score: -14302336.000000 Penalty: 3852.635986
	Iteration 34Q: 3 clusters Score -1.430234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 140289 members 
Entering Unmasked Estep 
Score: -14302347.000000 Penalty: 3852.635986
	Iteration 35Q: 3 clusters Score -1.430235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 140289 members 
Entering Unmasked Estep 
Score: -14302347.000000 Penalty: 3852.635986
	Iteration 36F: 3 clusters Score -1.430235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -48970.480469 Penalty: 1028.869019
	Iteration 0F: 2 clusters Score -48970.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47854.734375 Penalty: 2057.738037
	Iteration 0F: 3 clusters Score -47854.73 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -48059.527344 Penalty: 2057.738037
	Iteration 1F: 3 clusters Score -48059.53 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -48144.976562 Penalty: 2057.738037
	Iteration 2F: 3 clusters Score -48144.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -48184.023438 Penalty: 2057.738037
	Iteration 3Q: 3 clusters Score -48184.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -48215.730469 Penalty: 2057.738037
	Iteration 4Q: 3 clusters Score -48215.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -48282.812500 Penalty: 2057.738037
	Iteration 5Q: 3 clusters Score -48282.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -48306.453125 Penalty: 2057.738037
	Iteration 6Q: 3 clusters Score -48306.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -48326.441406 Penalty: 2057.738037
	Iteration 7Q: 3 clusters Score -48326.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -48348.042969 Penalty: 2057.738037
	Iteration 8Q: 3 clusters Score -48348.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -48357.437500 Penalty: 2057.738037
	Iteration 9Q: 3 clusters Score -48357.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -48362.074219 Penalty: 2057.738037
	Iteration 10Q: 3 clusters Score -48362.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -48363.472656 Penalty: 2057.738037
	Iteration 11Q: 3 clusters Score -48363.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -48363.800781 Penalty: 2057.738037
	Iteration 12Q: 3 clusters Score -48363.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -48364.417969 Penalty: 2057.738037
	Iteration 13Q: 3 clusters Score -48364.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -48366.457031 Penalty: 2057.738037
	Iteration 14Q: 3 clusters Score -48366.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -48366.457031 Penalty: 2057.738037
	Iteration 15F: 3 clusters Score -48366.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (175196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175196 members 
Entering Unmasked Estep 
Score: -17980552.000000 Penalty: 1961.969849
	Iteration 0F: 2 clusters Score -1.798055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87762 members 
Mstep: Class 2 contains 87434 members 
Entering Unmasked Estep 
Score: -17872152.000000 Penalty: 3923.939697
	Iteration 0F: 3 clusters Score -1.787215e+07 nChanged 84784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89740 members 
Mstep: Class 2 contains 85456 members 
Entering Unmasked Estep 
Score: -17923294.000000 Penalty: 3923.939697
	Iteration 1F: 3 clusters Score -1.792329e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90460 members 
Mstep: Class 2 contains 84736 members 
Entering Unmasked Estep 
Score: -17925840.000000 Penalty: 3923.939697
	Iteration 2Q: 3 clusters Score -1.792584e+07 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91442 members 
Mstep: Class 2 contains 83754 members 
Entering Unmasked Estep 
Score: -17929526.000000 Penalty: 3923.939697
	Iteration 3Q: 3 clusters Score -1.792953e+07 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92860 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -17934966.000000 Penalty: 3923.939697
	Iteration 4F: 3 clusters Score -1.793497e+07 nChanged 10944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94634 members 
Mstep: Class 2 contains 80562 members 
Entering Unmasked Estep 
Score: -17942378.000000 Penalty: 3923.939697
	Iteration 5F: 3 clusters Score -1.794238e+07 nChanged 11768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96266 members 
Mstep: Class 2 contains 78930 members 
Entering Unmasked Estep 
Score: -17950776.000000 Penalty: 3923.939697
	Iteration 6F: 3 clusters Score -1.795078e+07 nChanged 11389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97251 members 
Mstep: Class 2 contains 77945 members 
Entering Unmasked Estep 
Score: -17957906.000000 Penalty: 3923.939697
	Iteration 7F: 3 clusters Score -1.795791e+07 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97412 members 
Mstep: Class 2 contains 77784 members 
Entering Unmasked Estep 
Score: -17961510.000000 Penalty: 3923.939697
	Iteration 8F: 3 clusters Score -1.796151e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97236 members 
Mstep: Class 2 contains 77960 members 
Entering Unmasked Estep 
Score: -17962894.000000 Penalty: 3923.939697
	Iteration 9Q: 3 clusters Score -1.796289e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96908 members 
Mstep: Class 2 contains 78288 members 
Entering Unmasked Estep 
Score: -17963404.000000 Penalty: 3923.939697
	Iteration 10Q: 3 clusters Score -1.79634e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96483 members 
Mstep: Class 2 contains 78713 members 
Entering Unmasked Estep 
Score: -17963810.000000 Penalty: 3923.939697
	Iteration 11Q: 3 clusters Score -1.796381e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96047 members 
Mstep: Class 2 contains 79149 members 
Entering Unmasked Estep 
Score: -17964036.000000 Penalty: 3923.939697
	Iteration 12Q: 3 clusters Score -1.796404e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95640 members 
Mstep: Class 2 contains 79556 members 
Entering Unmasked Estep 
Score: -17964198.000000 Penalty: 3923.939697
	Iteration 13Q: 3 clusters Score -1.79642e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95132 members 
Mstep: Class 2 contains 80064 members 
Entering Unmasked Estep 
Score: -17964202.000000 Penalty: 3923.939697
	Iteration 14Q: 3 clusters Score -1.79642e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94667 members 
Mstep: Class 2 contains 80529 members 
Entering Unmasked Estep 
Score: -17964322.000000 Penalty: 3923.939697
	Iteration 15Q: 3 clusters Score -1.796432e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94239 members 
Mstep: Class 2 contains 80957 members 
Entering Unmasked Estep 
Score: -17964420.000000 Penalty: 3923.939697
	Iteration 16Q: 3 clusters Score -1.796442e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93795 members 
Mstep: Class 2 contains 81401 members 
Entering Unmasked Estep 
Score: -17964504.000000 Penalty: 3923.939697
	Iteration 17Q: 3 clusters Score -1.79645e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93309 members 
Mstep: Class 2 contains 81887 members 
Entering Unmasked Estep 
Score: -17964566.000000 Penalty: 3923.939697
	Iteration 18Q: 3 clusters Score -1.796457e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92822 members 
Mstep: Class 2 contains 82374 members 
Entering Unmasked Estep 
Score: -17964588.000000 Penalty: 3923.939697
	Iteration 19Q: 3 clusters Score -1.796459e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92366 members 
Mstep: Class 2 contains 82830 members 
Entering Unmasked Estep 
Score: -17964604.000000 Penalty: 3923.939697
	Iteration 20F: 3 clusters Score -1.79646e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91932 members 
Mstep: Class 2 contains 83264 members 
Entering Unmasked Estep 
Score: -17964736.000000 Penalty: 3923.939697
	Iteration 21Q: 3 clusters Score -1.796474e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91515 members 
Mstep: Class 2 contains 83681 members 
Entering Unmasked Estep 
Score: -17964892.000000 Penalty: 3923.939697
	Iteration 22Q: 3 clusters Score -1.796489e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91122 members 
Mstep: Class 2 contains 84074 members 
Entering Unmasked Estep 
Score: -17964864.000000 Penalty: 3923.939697
	Iteration 23Q: 3 clusters Score -1.796486e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90702 members 
Mstep: Class 2 contains 84494 members 
Entering Unmasked Estep 
Score: -17964988.000000 Penalty: 3923.939697
	Iteration 24Q: 3 clusters Score -1.796499e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90252 members 
Mstep: Class 2 contains 84944 members 
Entering Unmasked Estep 
Score: -17964996.000000 Penalty: 3923.939697
	Iteration 25Q: 3 clusters Score -1.7965e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89845 members 
Mstep: Class 2 contains 85351 members 
Entering Unmasked Estep 
Score: -17965068.000000 Penalty: 3923.939697
	Iteration 26Q: 3 clusters Score -1.796507e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89407 members 
Mstep: Class 2 contains 85789 members 
Entering Unmasked Estep 
Score: -17965096.000000 Penalty: 3923.939697
	Iteration 27Q: 3 clusters Score -1.79651e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88994 members 
Mstep: Class 2 contains 86202 members 
Entering Unmasked Estep 
Score: -17965144.000000 Penalty: 3923.939697
	Iteration 28Q: 3 clusters Score -1.796514e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88593 members 
Mstep: Class 2 contains 86603 members 
Entering Unmasked Estep 
Score: -17965180.000000 Penalty: 3923.939697
	Iteration 29Q: 3 clusters Score -1.796518e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88203 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -17965186.000000 Penalty: 3923.939697
	Iteration 30Q: 3 clusters Score -1.796519e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87834 members 
Mstep: Class 2 contains 87362 members 
Entering Unmasked Estep 
Score: -17965258.000000 Penalty: 3923.939697
	Iteration 31Q: 3 clusters Score -1.796526e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87428 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -17965396.000000 Penalty: 3923.939697
	Iteration 32Q: 3 clusters Score -1.79654e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87004 members 
Mstep: Class 2 contains 88192 members 
Entering Unmasked Estep 
Score: -17965418.000000 Penalty: 3923.939697
	Iteration 33Q: 3 clusters Score -1.796542e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86591 members 
Mstep: Class 2 contains 88605 members 
Entering Unmasked Estep 
Score: -17965424.000000 Penalty: 3923.939697
	Iteration 34Q: 3 clusters Score -1.796542e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86213 members 
Mstep: Class 2 contains 88983 members 
Entering Unmasked Estep 
Score: -17965440.000000 Penalty: 3923.939697
	Iteration 35Q: 3 clusters Score -1.796544e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85856 members 
Mstep: Class 2 contains 89340 members 
Entering Unmasked Estep 
Score: -17965464.000000 Penalty: 3923.939697
	Iteration 36Q: 3 clusters Score -1.796546e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85541 members 
Mstep: Class 2 contains 89655 members 
Entering Unmasked Estep 
Score: -17965456.000000 Penalty: 3923.939697
	Iteration 37Q: 3 clusters Score -1.796546e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85223 members 
Mstep: Class 2 contains 89973 members 
Entering Unmasked Estep 
Score: -17965510.000000 Penalty: 3923.939697
	Iteration 38Q: 3 clusters Score -1.796551e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84892 members 
Mstep: Class 2 contains 90304 members 
Entering Unmasked Estep 
Score: -17965548.000000 Penalty: 3923.939697
	Iteration 39Q: 3 clusters Score -1.796555e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84542 members 
Mstep: Class 2 contains 90654 members 
Entering Unmasked Estep 
Score: -17965562.000000 Penalty: 3923.939697
	Iteration 40F: 3 clusters Score -1.796556e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84151 members 
Mstep: Class 2 contains 91045 members 
Entering Unmasked Estep 
Score: -17965634.000000 Penalty: 3923.939697
	Iteration 41Q: 3 clusters Score -1.796563e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83723 members 
Mstep: Class 2 contains 91473 members 
Entering Unmasked Estep 
Score: -17965588.000000 Penalty: 3923.939697
	Iteration 42Q: 3 clusters Score -1.796559e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83331 members 
Mstep: Class 2 contains 91865 members 
Entering Unmasked Estep 
Score: -17965632.000000 Penalty: 3923.939697
	Iteration 43Q: 3 clusters Score -1.796563e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82969 members 
Mstep: Class 2 contains 92227 members 
Entering Unmasked Estep 
Score: -17965658.000000 Penalty: 3923.939697
	Iteration 44Q: 3 clusters Score -1.796566e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82591 members 
Mstep: Class 2 contains 92605 members 
Entering Unmasked Estep 
Score: -17965670.000000 Penalty: 3923.939697
	Iteration 45Q: 3 clusters Score -1.796567e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82234 members 
Mstep: Class 2 contains 92962 members 
Entering Unmasked Estep 
Score: -17965794.000000 Penalty: 3923.939697
	Iteration 46Q: 3 clusters Score -1.796579e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81879 members 
Mstep: Class 2 contains 93317 members 
Entering Unmasked Estep 
Score: -17965808.000000 Penalty: 3923.939697
	Iteration 47Q: 3 clusters Score -1.796581e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81530 members 
Mstep: Class 2 contains 93666 members 
Entering Unmasked Estep 
Score: -17965846.000000 Penalty: 3923.939697
	Iteration 48Q: 3 clusters Score -1.796585e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81175 members 
Mstep: Class 2 contains 94021 members 
Entering Unmasked Estep 
Score: -17965886.000000 Penalty: 3923.939697
	Iteration 49Q: 3 clusters Score -1.796589e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80830 members 
Mstep: Class 2 contains 94366 members 
Entering Unmasked Estep 
Score: -17965872.000000 Penalty: 3923.939697
	Iteration 50Q: 3 clusters Score -1.796587e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80474 members 
Mstep: Class 2 contains 94722 members 
Entering Unmasked Estep 
Score: -17965918.000000 Penalty: 3923.939697
	Iteration 51Q: 3 clusters Score -1.796592e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80115 members 
Mstep: Class 2 contains 95081 members 
Entering Unmasked Estep 
Score: -17965980.000000 Penalty: 3923.939697
	Iteration 52Q: 3 clusters Score -1.796598e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79720 members 
Mstep: Class 2 contains 95476 members 
Entering Unmasked Estep 
Score: -17966000.000000 Penalty: 3923.939697
	Iteration 53Q: 3 clusters Score -1.7966e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79301 members 
Mstep: Class 2 contains 95895 members 
Entering Unmasked Estep 
Score: -17966054.000000 Penalty: 3923.939697
	Iteration 54Q: 3 clusters Score -1.796605e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 96287 members 
Entering Unmasked Estep 
Score: -17966052.000000 Penalty: 3923.939697
	Iteration 55Q: 3 clusters Score -1.796605e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78536 members 
Mstep: Class 2 contains 96660 members 
Entering Unmasked Estep 
Score: -17966156.000000 Penalty: 3923.939697
	Iteration 56Q: 3 clusters Score -1.796616e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78214 members 
Mstep: Class 2 contains 96982 members 
Entering Unmasked Estep 
Score: -17966156.000000 Penalty: 3923.939697
	Iteration 57Q: 3 clusters Score -1.796616e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77916 members 
Mstep: Class 2 contains 97280 members 
Entering Unmasked Estep 
Score: -17966206.000000 Penalty: 3923.939697
	Iteration 58Q: 3 clusters Score -1.796621e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 97563 members 
Entering Unmasked Estep 
Score: -17966232.000000 Penalty: 3923.939697
	Iteration 59Q: 3 clusters Score -1.796623e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77354 members 
Mstep: Class 2 contains 97842 members 
Entering Unmasked Estep 
Score: -17966288.000000 Penalty: 3923.939697
	Iteration 60F: 3 clusters Score -1.796629e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77080 members 
Mstep: Class 2 contains 98116 members 
Entering Unmasked Estep 
Score: -17966316.000000 Penalty: 3923.939697
	Iteration 61Q: 3 clusters Score -1.796632e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76819 members 
Mstep: Class 2 contains 98377 members 
Entering Unmasked Estep 
Score: -17966306.000000 Penalty: 3923.939697
	Iteration 62Q: 3 clusters Score -1.796631e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76571 members 
Mstep: Class 2 contains 98625 members 
Entering Unmasked Estep 
Score: -17966276.000000 Penalty: 3923.939697
	Iteration 63Q: 3 clusters Score -1.796628e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76305 members 
Mstep: Class 2 contains 98891 members 
Entering Unmasked Estep 
Score: -17966298.000000 Penalty: 3923.939697
	Iteration 64Q: 3 clusters Score -1.79663e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76038 members 
Mstep: Class 2 contains 99158 members 
Entering Unmasked Estep 
Score: -17966250.000000 Penalty: 3923.939697
	Iteration 65Q: 3 clusters Score -1.796625e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75721 members 
Mstep: Class 2 contains 99475 members 
Entering Unmasked Estep 
Score: -17966300.000000 Penalty: 3923.939697
	Iteration 66Q: 3 clusters Score -1.79663e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75359 members 
Mstep: Class 2 contains 99837 members 
Entering Unmasked Estep 
Score: -17966296.000000 Penalty: 3923.939697
	Iteration 67Q: 3 clusters Score -1.79663e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75014 members 
Mstep: Class 2 contains 100182 members 
Entering Unmasked Estep 
Score: -17966310.000000 Penalty: 3923.939697
	Iteration 68Q: 3 clusters Score -1.796631e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74626 members 
Mstep: Class 2 contains 100570 members 
Entering Unmasked Estep 
Score: -17966380.000000 Penalty: 3923.939697
	Iteration 69Q: 3 clusters Score -1.796638e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74203 members 
Mstep: Class 2 contains 100993 members 
Entering Unmasked Estep 
Score: -17966398.000000 Penalty: 3923.939697
	Iteration 70Q: 3 clusters Score -1.79664e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73771 members 
Mstep: Class 2 contains 101425 members 
Entering Unmasked Estep 
Score: -17966452.000000 Penalty: 3923.939697
	Iteration 71Q: 3 clusters Score -1.796645e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73355 members 
Mstep: Class 2 contains 101841 members 
Entering Unmasked Estep 
Score: -17966480.000000 Penalty: 3923.939697
	Iteration 72Q: 3 clusters Score -1.796648e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72907 members 
Mstep: Class 2 contains 102289 members 
Entering Unmasked Estep 
Score: -17966476.000000 Penalty: 3923.939697
	Iteration 73Q: 3 clusters Score -1.796648e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72442 members 
Mstep: Class 2 contains 102754 members 
Entering Unmasked Estep 
Score: -17966546.000000 Penalty: 3923.939697
	Iteration 74Q: 3 clusters Score -1.796655e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71913 members 
Mstep: Class 2 contains 103283 members 
Entering Unmasked Estep 
Score: -17966590.000000 Penalty: 3923.939697
	Iteration 75Q: 3 clusters Score -1.796659e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71407 members 
Mstep: Class 2 contains 103789 members 
Entering Unmasked Estep 
Score: -17966652.000000 Penalty: 3923.939697
	Iteration 76Q: 3 clusters Score -1.796665e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70864 members 
Mstep: Class 2 contains 104332 members 
Entering Unmasked Estep 
Score: -17966718.000000 Penalty: 3923.939697
	Iteration 77Q: 3 clusters Score -1.796672e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70269 members 
Mstep: Class 2 contains 104927 members 
Entering Unmasked Estep 
Score: -17966784.000000 Penalty: 3923.939697
	Iteration 78Q: 3 clusters Score -1.796678e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69592 members 
Mstep: Class 2 contains 105604 members 
Entering Unmasked Estep 
Score: -17966814.000000 Penalty: 3923.939697
	Iteration 79Q: 3 clusters Score -1.796681e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68846 members 
Mstep: Class 2 contains 106350 members 
Entering Unmasked Estep 
Score: -17966924.000000 Penalty: 3923.939697
	Iteration 80F: 3 clusters Score -1.796692e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 107155 members 
Entering Unmasked Estep 
Score: -17967040.000000 Penalty: 3923.939697
	Iteration 81Q: 3 clusters Score -1.796704e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 108031 members 
Entering Unmasked Estep 
Score: -17967132.000000 Penalty: 3923.939697
	Iteration 82Q: 3 clusters Score -1.796713e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66167 members 
Mstep: Class 2 contains 109029 members 
Entering Unmasked Estep 
Score: -17967242.000000 Penalty: 3923.939697
	Iteration 83Q: 3 clusters Score -1.796724e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 110166 members 
Entering Unmasked Estep 
Score: -17967338.000000 Penalty: 3923.939697
	Iteration 84Q: 3 clusters Score -1.796734e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 111380 members 
Entering Unmasked Estep 
Score: -17967468.000000 Penalty: 3923.939697
	Iteration 85Q: 3 clusters Score -1.796747e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62413 members 
Mstep: Class 2 contains 112783 members 
Entering Unmasked Estep 
Score: -17967802.000000 Penalty: 3923.939697
	Iteration 86Q: 3 clusters Score -1.79678e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60779 members 
Mstep: Class 2 contains 114417 members 
Entering Unmasked Estep 
Score: -17968016.000000 Penalty: 3923.939697
	Iteration 87Q: 3 clusters Score -1.796802e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 116231 members 
Entering Unmasked Estep 
Score: -17968448.000000 Penalty: 3923.939697
	Iteration 88Q: 3 clusters Score -1.796845e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 118348 members 
Entering Unmasked Estep 
Score: -17968856.000000 Penalty: 3923.939697
	Iteration 89Q: 3 clusters Score -1.796886e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 120730 members 
Entering Unmasked Estep 
Score: -17969334.000000 Penalty: 3923.939697
	Iteration 90Q: 3 clusters Score -1.796933e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 123390 members 
Entering Unmasked Estep 
Score: -17969948.000000 Penalty: 3923.939697
	Iteration 91Q: 3 clusters Score -1.796995e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 126325 members 
Entering Unmasked Estep 
Score: -17970700.000000 Penalty: 3923.939697
	Iteration 92Q: 3 clusters Score -1.79707e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 129535 members 
Entering Unmasked Estep 
Score: -17971596.000000 Penalty: 3923.939697
	Iteration 93Q: 3 clusters Score -1.79716e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 133087 members 
Entering Unmasked Estep 
Score: -17972634.000000 Penalty: 3923.939697
	Iteration 94Q: 3 clusters Score -1.797263e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 136874 members 
Entering Unmasked Estep 
Score: -17973730.000000 Penalty: 3923.939697
	Iteration 95Q: 3 clusters Score -1.797373e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 140703 members 
Entering Unmasked Estep 
Score: -17975138.000000 Penalty: 3923.939697
	Iteration 96Q: 3 clusters Score -1.797514e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 144630 members 
Entering Unmasked Estep 
Score: -17976288.000000 Penalty: 3923.939697
	Iteration 97Q: 3 clusters Score -1.797629e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 148298 members 
Entering Unmasked Estep 
Score: -17977398.000000 Penalty: 3923.939697
	Iteration 98Q: 3 clusters Score -1.79774e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 151872 members 
Entering Unmasked Estep 
Score: -17978190.000000 Penalty: 3923.939697
	Iteration 99Q: 3 clusters Score -1.797819e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 155131 members 
Entering Unmasked Estep 
Score: -17978698.000000 Penalty: 3923.939697
	Iteration 100F: 3 clusters Score -1.79787e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 158168 members 
Entering Unmasked Estep 
Score: -17979204.000000 Penalty: 3923.939697
	Iteration 101Q: 3 clusters Score -1.79792e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 160881 members 
Entering Unmasked Estep 
Score: -17979602.000000 Penalty: 3923.939697
	Iteration 102Q: 3 clusters Score -1.79796e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 163251 members 
Entering Unmasked Estep 
Score: -17979806.000000 Penalty: 3923.939697
	Iteration 103Q: 3 clusters Score -1.797981e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 165319 members 
Entering Unmasked Estep 
Score: -17979762.000000 Penalty: 3923.939697
	Iteration 104Q: 3 clusters Score -1.797976e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 167059 members 
Entering Unmasked Estep 
Score: -17979902.000000 Penalty: 3923.939697
	Iteration 105Q: 3 clusters Score -1.79799e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 168521 members 
Entering Unmasked Estep 
Score: -17979890.000000 Penalty: 3923.939697
	Iteration 106Q: 3 clusters Score -1.797989e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 169676 members 
Entering Unmasked Estep 
Score: -17979848.000000 Penalty: 3923.939697
	Iteration 107Q: 3 clusters Score -1.797985e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 170630 members 
Entering Unmasked Estep 
Score: -17979916.000000 Penalty: 3923.939697
	Iteration 108Q: 3 clusters Score -1.797992e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 171382 members 
Entering Unmasked Estep 
Score: -17979890.000000 Penalty: 3923.939697
	Iteration 109Q: 3 clusters Score -1.797989e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 171943 members 
Entering Unmasked Estep 
Score: -17979894.000000 Penalty: 3923.939697
	Iteration 110Q: 3 clusters Score -1.797989e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 172375 members 
Entering Unmasked Estep 
Score: -17979788.000000 Penalty: 3923.939697
	Iteration 111Q: 3 clusters Score -1.797979e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 172707 members 
Entering Unmasked Estep 
Score: -17979774.000000 Penalty: 3923.939697
	Iteration 112Q: 3 clusters Score -1.797977e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 172946 members 
Entering Unmasked Estep 
Score: -17979726.000000 Penalty: 3923.939697
	Iteration 113Q: 3 clusters Score -1.797973e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 173129 members 
Entering Unmasked Estep 
Score: -17979690.000000 Penalty: 3923.939697
	Iteration 114Q: 3 clusters Score -1.797969e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 173263 members 
Entering Unmasked Estep 
Score: -17979646.000000 Penalty: 3923.939697
	Iteration 115Q: 3 clusters Score -1.797965e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 173376 members 
Entering Unmasked Estep 
Score: -17979598.000000 Penalty: 3923.939697
	Iteration 116Q: 3 clusters Score -1.79796e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 173457 members 
Entering Unmasked Estep 
Score: -17979574.000000 Penalty: 3923.939697
	Iteration 117Q: 3 clusters Score -1.797957e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 173527 members 
Entering Unmasked Estep 
Score: -17979556.000000 Penalty: 3923.939697
	Iteration 118Q: 3 clusters Score -1.797956e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 173581 members 
Entering Unmasked Estep 
Score: -17979546.000000 Penalty: 3923.939697
	Iteration 119Q: 3 clusters Score -1.797955e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 173628 members 
Entering Unmasked Estep 
Score: -17979528.000000 Penalty: 3923.939697
	Iteration 120F: 3 clusters Score -1.797953e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 173667 members 
Entering Unmasked Estep 
Score: -17979538.000000 Penalty: 3923.939697
	Iteration 121Q: 3 clusters Score -1.797954e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 173705 members 
Entering Unmasked Estep 
Score: -17979526.000000 Penalty: 3923.939697
	Iteration 122Q: 3 clusters Score -1.797953e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 173725 members 
Entering Unmasked Estep 
Score: -17979530.000000 Penalty: 3923.939697
	Iteration 123Q: 3 clusters Score -1.797953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 173744 members 
Entering Unmasked Estep 
Score: -17979520.000000 Penalty: 3923.939697
	Iteration 124Q: 3 clusters Score -1.797952e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 173760 members 
Entering Unmasked Estep 
Score: -17979498.000000 Penalty: 3923.939697
	Iteration 125Q: 3 clusters Score -1.79795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 173778 members 
Entering Unmasked Estep 
Score: -17979514.000000 Penalty: 3923.939697
	Iteration 126Q: 3 clusters Score -1.797951e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 173801 members 
Entering Unmasked Estep 
Score: -17979502.000000 Penalty: 3923.939697
	Iteration 127Q: 3 clusters Score -1.79795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 173814 members 
Entering Unmasked Estep 
Score: -17979488.000000 Penalty: 3923.939697
	Iteration 128Q: 3 clusters Score -1.797949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 173822 members 
Entering Unmasked Estep 
Score: -17979482.000000 Penalty: 3923.939697
	Iteration 129Q: 3 clusters Score -1.797948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 173831 members 
Entering Unmasked Estep 
Score: -17979492.000000 Penalty: 3923.939697
	Iteration 130Q: 3 clusters Score -1.797949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 173838 members 
Entering Unmasked Estep 
Score: -17979486.000000 Penalty: 3923.939697
	Iteration 131Q: 3 clusters Score -1.797949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 173843 members 
Entering Unmasked Estep 
Score: -17979488.000000 Penalty: 3923.939697
	Iteration 132Q: 3 clusters Score -1.797949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 173849 members 
Entering Unmasked Estep 
Score: -17979498.000000 Penalty: 3923.939697
	Iteration 133Q: 3 clusters Score -1.79795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 173855 members 
Entering Unmasked Estep 
Score: -17979504.000000 Penalty: 3923.939697
	Iteration 134Q: 3 clusters Score -1.79795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 173859 members 
Entering Unmasked Estep 
Score: -17979496.000000 Penalty: 3923.939697
	Iteration 135Q: 3 clusters Score -1.79795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 173862 members 
Entering Unmasked Estep 
Score: -17979490.000000 Penalty: 3923.939697
	Iteration 136Q: 3 clusters Score -1.797949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 173867 members 
Entering Unmasked Estep 
Score: -17979502.000000 Penalty: 3923.939697
	Iteration 137Q: 3 clusters Score -1.79795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 173872 members 
Entering Unmasked Estep 
Score: -17979500.000000 Penalty: 3923.939697
	Iteration 138Q: 3 clusters Score -1.79795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 173880 members 
Entering Unmasked Estep 
Score: -17979494.000000 Penalty: 3923.939697
	Iteration 139Q: 3 clusters Score -1.797949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 173885 members 
Entering Unmasked Estep 
Score: -17979500.000000 Penalty: 3923.939697
	Iteration 140F: 3 clusters Score -1.79795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 173887 members 
Entering Unmasked Estep 
Score: -17979500.000000 Penalty: 3923.939697
	Iteration 141Q: 3 clusters Score -1.79795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 173888 members 
Entering Unmasked Estep 
Score: -17979496.000000 Penalty: 3923.939697
	Iteration 142Q: 3 clusters Score -1.79795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 173890 members 
Entering Unmasked Estep 
Score: -17979502.000000 Penalty: 3923.939697
	Iteration 143Q: 3 clusters Score -1.79795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 173894 members 
Entering Unmasked Estep 
Score: -17979496.000000 Penalty: 3923.939697
	Iteration 144Q: 3 clusters Score -1.79795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 173897 members 
Entering Unmasked Estep 
Score: -17979498.000000 Penalty: 3923.939697
	Iteration 145Q: 3 clusters Score -1.79795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 173898 members 
Entering Unmasked Estep 
Score: -17979496.000000 Penalty: 3923.939697
	Iteration 146Q: 3 clusters Score -1.79795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 173899 members 
Entering Unmasked Estep 
Score: -17979494.000000 Penalty: 3923.939697
	Iteration 147Q: 3 clusters Score -1.797949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 173900 members 
Entering Unmasked Estep 
Score: -17979500.000000 Penalty: 3923.939697
	Iteration 148Q: 3 clusters Score -1.79795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 173900 members 
Entering Unmasked Estep 
Score: -17979500.000000 Penalty: 3923.939697
	Iteration 149F: 3 clusters Score -1.79795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (154391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154391 members 
Entering Unmasked Estep 
Score: -15709664.000000 Penalty: 1941.427124
	Iteration 0F: 2 clusters Score -1.570966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77182 members 
Mstep: Class 2 contains 77209 members 
Entering Unmasked Estep 
Score: -15606894.000000 Penalty: 3882.854248
	Iteration 0F: 3 clusters Score -1.560689e+07 nChanged 74389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77247 members 
Mstep: Class 2 contains 77144 members 
Entering Unmasked Estep 
Score: -15650112.000000 Penalty: 3882.854248
	Iteration 1F: 3 clusters Score -1.565011e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77039 members 
Mstep: Class 2 contains 77352 members 
Entering Unmasked Estep 
Score: -15650764.000000 Penalty: 3882.854248
	Iteration 2Q: 3 clusters Score -1.565076e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76667 members 
Mstep: Class 2 contains 77724 members 
Entering Unmasked Estep 
Score: -15651432.000000 Penalty: 3882.854248
	Iteration 3Q: 3 clusters Score -1.565143e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76066 members 
Mstep: Class 2 contains 78325 members 
Entering Unmasked Estep 
Score: -15652190.000000 Penalty: 3882.854248
	Iteration 4Q: 3 clusters Score -1.565219e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75009 members 
Mstep: Class 2 contains 79382 members 
Entering Unmasked Estep 
Score: -15653188.000000 Penalty: 3882.854248
	Iteration 5Q: 3 clusters Score -1.565319e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73350 members 
Mstep: Class 2 contains 81041 members 
Entering Unmasked Estep 
Score: -15654460.000000 Penalty: 3882.854248
	Iteration 6Q: 3 clusters Score -1.565446e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70797 members 
Mstep: Class 2 contains 83594 members 
Entering Unmasked Estep 
Score: -15656409.000000 Penalty: 3882.854248
	Iteration 7Q: 3 clusters Score -1.565641e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67121 members 
Mstep: Class 2 contains 87270 members 
Entering Unmasked Estep 
Score: -15659195.000000 Penalty: 3882.854248
	Iteration 8Q: 3 clusters Score -1.56592e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62075 members 
Mstep: Class 2 contains 92316 members 
Entering Unmasked Estep 
Score: -15663357.000000 Penalty: 3882.854248
	Iteration 9F: 3 clusters Score -1.566336e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 98516 members 
Entering Unmasked Estep 
Score: -15669087.000000 Penalty: 3882.854248
	Iteration 10F: 3 clusters Score -1.566909e+07 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 105336 members 
Entering Unmasked Estep 
Score: -15676040.000000 Penalty: 3882.854248
	Iteration 11F: 3 clusters Score -1.567604e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 111696 members 
Entering Unmasked Estep 
Score: -15683006.000000 Penalty: 3882.854248
	Iteration 12F: 3 clusters Score -1.568301e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 116941 members 
Entering Unmasked Estep 
Score: -15688623.000000 Penalty: 3882.854248
	Iteration 13Q: 3 clusters Score -1.568862e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 120895 members 
Entering Unmasked Estep 
Score: -15692138.000000 Penalty: 3882.854248
	Iteration 14Q: 3 clusters Score -1.569214e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 124233 members 
Entering Unmasked Estep 
Score: -15694346.000000 Penalty: 3882.854248
	Iteration 15Q: 3 clusters Score -1.569435e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 127322 members 
Entering Unmasked Estep 
Score: -15696036.000000 Penalty: 3882.854248
	Iteration 16Q: 3 clusters Score -1.569604e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 130231 members 
Entering Unmasked Estep 
Score: -15697425.000000 Penalty: 3882.854248
	Iteration 17Q: 3 clusters Score -1.569742e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 133015 members 
Entering Unmasked Estep 
Score: -15698841.000000 Penalty: 3882.854248
	Iteration 18Q: 3 clusters Score -1.569884e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 135634 members 
Entering Unmasked Estep 
Score: -15700094.000000 Penalty: 3882.854248
	Iteration 19Q: 3 clusters Score -1.570009e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 138078 members 
Entering Unmasked Estep 
Score: -15701253.000000 Penalty: 3882.854248
	Iteration 20F: 3 clusters Score -1.570125e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 140358 members 
Entering Unmasked Estep 
Score: -15702422.000000 Penalty: 3882.854248
	Iteration 21Q: 3 clusters Score -1.570242e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 142424 members 
Entering Unmasked Estep 
Score: -15703534.000000 Penalty: 3882.854248
	Iteration 22Q: 3 clusters Score -1.570353e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 144273 members 
Entering Unmasked Estep 
Score: -15704399.000000 Penalty: 3882.854248
	Iteration 23Q: 3 clusters Score -1.57044e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 145903 members 
Entering Unmasked Estep 
Score: -15705133.000000 Penalty: 3882.854248
	Iteration 24Q: 3 clusters Score -1.570513e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 147253 members 
Entering Unmasked Estep 
Score: -15705668.000000 Penalty: 3882.854248
	Iteration 25Q: 3 clusters Score -1.570567e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 148403 members 
Entering Unmasked Estep 
Score: -15706146.000000 Penalty: 3882.854248
	Iteration 26Q: 3 clusters Score -1.570615e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 149374 members 
Entering Unmasked Estep 
Score: -15706554.000000 Penalty: 3882.854248
	Iteration 27Q: 3 clusters Score -1.570655e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 150213 members 
Entering Unmasked Estep 
Score: -15706889.000000 Penalty: 3882.854248
	Iteration 28Q: 3 clusters Score -1.570689e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 150878 members 
Entering Unmasked Estep 
Score: -15707097.000000 Penalty: 3882.854248
	Iteration 29Q: 3 clusters Score -1.57071e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 151452 members 
Entering Unmasked Estep 
Score: -15707347.000000 Penalty: 3882.854248
	Iteration 30Q: 3 clusters Score -1.570735e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 151916 members 
Entering Unmasked Estep 
Score: -15707535.000000 Penalty: 3882.854248
	Iteration 31Q: 3 clusters Score -1.570754e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 152287 members 
Entering Unmasked Estep 
Score: -15707667.000000 Penalty: 3882.854248
	Iteration 32Q: 3 clusters Score -1.570767e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 152586 members 
Entering Unmasked Estep 
Score: -15707746.000000 Penalty: 3882.854248
	Iteration 33Q: 3 clusters Score -1.570775e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 152805 members 
Entering Unmasked Estep 
Score: -15707812.000000 Penalty: 3882.854248
	Iteration 34Q: 3 clusters Score -1.570781e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 153006 members 
Entering Unmasked Estep 
Score: -15707863.000000 Penalty: 3882.854248
	Iteration 35Q: 3 clusters Score -1.570786e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 153173 members 
Entering Unmasked Estep 
Score: -15707926.000000 Penalty: 3882.854248
	Iteration 36Q: 3 clusters Score -1.570793e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 153294 members 
Entering Unmasked Estep 
Score: -15707955.000000 Penalty: 3882.854248
	Iteration 37Q: 3 clusters Score -1.570796e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 153397 members 
Entering Unmasked Estep 
Score: -15707992.000000 Penalty: 3882.854248
	Iteration 38Q: 3 clusters Score -1.570799e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 153474 members 
Entering Unmasked Estep 
Score: -15708030.000000 Penalty: 3882.854248
	Iteration 39Q: 3 clusters Score -1.570803e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 153535 members 
Entering Unmasked Estep 
Score: -15708057.000000 Penalty: 3882.854248
	Iteration 40F: 3 clusters Score -1.570806e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 153589 members 
Entering Unmasked Estep 
Score: -15708068.000000 Penalty: 3882.854248
	Iteration 41Q: 3 clusters Score -1.570807e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 153639 members 
Entering Unmasked Estep 
Score: -15708076.000000 Penalty: 3882.854248
	Iteration 42Q: 3 clusters Score -1.570808e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 153680 members 
Entering Unmasked Estep 
Score: -15708102.000000 Penalty: 3882.854248
	Iteration 43Q: 3 clusters Score -1.57081e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 153707 members 
Entering Unmasked Estep 
Score: -15708109.000000 Penalty: 3882.854248
	Iteration 44Q: 3 clusters Score -1.570811e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 153724 members 
Entering Unmasked Estep 
Score: -15708127.000000 Penalty: 3882.854248
	Iteration 45Q: 3 clusters Score -1.570813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 153735 members 
Entering Unmasked Estep 
Score: -15708124.000000 Penalty: 3882.854248
	Iteration 46Q: 3 clusters Score -1.570812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 153744 members 
Entering Unmasked Estep 
Score: -15708118.000000 Penalty: 3882.854248
	Iteration 47Q: 3 clusters Score -1.570812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 153754 members 
Entering Unmasked Estep 
Score: -15708106.000000 Penalty: 3882.854248
	Iteration 48Q: 3 clusters Score -1.570811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 153762 members 
Entering Unmasked Estep 
Score: -15708111.000000 Penalty: 3882.854248
	Iteration 49Q: 3 clusters Score -1.570811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 153767 members 
Entering Unmasked Estep 
Score: -15708129.000000 Penalty: 3882.854248
	Iteration 50Q: 3 clusters Score -1.570813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 153773 members 
Entering Unmasked Estep 
Score: -15708131.000000 Penalty: 3882.854248
	Iteration 51Q: 3 clusters Score -1.570813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 153777 members 
Entering Unmasked Estep 
Score: -15708138.000000 Penalty: 3882.854248
	Iteration 52Q: 3 clusters Score -1.570814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 153780 members 
Entering Unmasked Estep 
Score: -15708138.000000 Penalty: 3882.854248
	Iteration 53Q: 3 clusters Score -1.570814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 153781 members 
Entering Unmasked Estep 
Score: -15708137.000000 Penalty: 3882.854248
	Iteration 54Q: 3 clusters Score -1.570814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 153783 members 
Entering Unmasked Estep 
Score: -15708143.000000 Penalty: 3882.854248
	Iteration 55Q: 3 clusters Score -1.570814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 153785 members 
Entering Unmasked Estep 
Score: -15708147.000000 Penalty: 3882.854248
	Iteration 56Q: 3 clusters Score -1.570815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 153785 members 
Entering Unmasked Estep 
Score: -15708147.000000 Penalty: 3882.854248
	Iteration 57F: 3 clusters Score -1.570815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Entering Unmasked Estep 
Score: -245121.937500 Penalty: 1288.072876
	Iteration 0F: 2 clusters Score -245121.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -242531.562500 Penalty: 2576.145752
	Iteration 0F: 3 clusters Score -242531.6 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -243328.781250 Penalty: 2576.145752
	Iteration 1F: 3 clusters Score -243328.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -243546.500000 Penalty: 2576.145752
	Iteration 2F: 3 clusters Score -243546.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -243665.093750 Penalty: 2576.145752
	Iteration 3F: 3 clusters Score -243665.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -243757.625000 Penalty: 2576.145752
	Iteration 4Q: 3 clusters Score -243757.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -243832.953125 Penalty: 2576.145752
	Iteration 5Q: 3 clusters Score -243833 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -243907.843750 Penalty: 2576.145752
	Iteration 6Q: 3 clusters Score -243907.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -243974.218750 Penalty: 2576.145752
	Iteration 7Q: 3 clusters Score -243974.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -244018.937500 Penalty: 2576.145752
	Iteration 8Q: 3 clusters Score -244018.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -244083.687500 Penalty: 2576.145752
	Iteration 9Q: 3 clusters Score -244083.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -244142.796875 Penalty: 2576.145752
	Iteration 10Q: 3 clusters Score -244142.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -244191.421875 Penalty: 2576.145752
	Iteration 11Q: 3 clusters Score -244191.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -244228.593750 Penalty: 2576.145752
	Iteration 12Q: 3 clusters Score -244228.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -244263.250000 Penalty: 2576.145752
	Iteration 13Q: 3 clusters Score -244263.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -244287.562500 Penalty: 2576.145752
	Iteration 14Q: 3 clusters Score -244287.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -244310.343750 Penalty: 2576.145752
	Iteration 15Q: 3 clusters Score -244310.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -244328.406250 Penalty: 2576.145752
	Iteration 16Q: 3 clusters Score -244328.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -244345.500000 Penalty: 2576.145752
	Iteration 17Q: 3 clusters Score -244345.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -244361.375000 Penalty: 2576.145752
	Iteration 18Q: 3 clusters Score -244361.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -244375.718750 Penalty: 2576.145752
	Iteration 19Q: 3 clusters Score -244375.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -244389.234375 Penalty: 2576.145752
	Iteration 20F: 3 clusters Score -244389.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -244400.750000 Penalty: 2576.145752
	Iteration 21Q: 3 clusters Score -244400.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -244413.234375 Penalty: 2576.145752
	Iteration 22Q: 3 clusters Score -244413.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -244425.312500 Penalty: 2576.145752
	Iteration 23Q: 3 clusters Score -244425.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -244434.281250 Penalty: 2576.145752
	Iteration 24Q: 3 clusters Score -244434.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -244445.453125 Penalty: 2576.145752
	Iteration 25Q: 3 clusters Score -244445.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -244450.343750 Penalty: 2576.145752
	Iteration 26Q: 3 clusters Score -244450.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -244452.265625 Penalty: 2576.145752
	Iteration 27Q: 3 clusters Score -244452.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -244454.562500 Penalty: 2576.145752
	Iteration 28Q: 3 clusters Score -244454.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -244456.656250 Penalty: 2576.145752
	Iteration 29Q: 3 clusters Score -244456.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -244459.906250 Penalty: 2576.145752
	Iteration 30Q: 3 clusters Score -244459.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -244462.062500 Penalty: 2576.145752
	Iteration 31Q: 3 clusters Score -244462.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -244463.546875 Penalty: 2576.145752
	Iteration 32Q: 3 clusters Score -244463.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -244465.359375 Penalty: 2576.145752
	Iteration 33Q: 3 clusters Score -244465.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -244465.859375 Penalty: 2576.145752
	Iteration 34Q: 3 clusters Score -244465.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -244466.046875 Penalty: 2576.145752
	Iteration 35Q: 3 clusters Score -244466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -244466.046875 Penalty: 2576.145752
	Iteration 36F: 3 clusters Score -244466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Entering Unmasked Estep 
Score: -344630.000000 Penalty: 1324.919312
	Iteration 0F: 2 clusters Score -344630 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 1725 members 
Entering Unmasked Estep 
Score: -341612.312500 Penalty: 2649.838623
	Iteration 0F: 3 clusters Score -341612.3 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -342371.031250 Penalty: 2649.838623
	Iteration 1F: 3 clusters Score -342371 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -342513.281250 Penalty: 2649.838623
	Iteration 2F: 3 clusters Score -342513.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -342618.437500 Penalty: 2649.838623
	Iteration 3Q: 3 clusters Score -342618.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -342687.406250 Penalty: 2649.838623
	Iteration 4Q: 3 clusters Score -342687.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -342737.062500 Penalty: 2649.838623
	Iteration 5Q: 3 clusters Score -342737.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -342798.343750 Penalty: 2649.838623
	Iteration 6Q: 3 clusters Score -342798.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -342857.500000 Penalty: 2649.838623
	Iteration 7Q: 3 clusters Score -342857.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -342908.218750 Penalty: 2649.838623
	Iteration 8Q: 3 clusters Score -342908.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -342955.843750 Penalty: 2649.838623
	Iteration 9Q: 3 clusters Score -342955.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -342983.500000 Penalty: 2649.838623
	Iteration 10Q: 3 clusters Score -342983.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -343016.875000 Penalty: 2649.838623
	Iteration 11Q: 3 clusters Score -343016.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -343041.343750 Penalty: 2649.838623
	Iteration 12Q: 3 clusters Score -343041.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -343060.750000 Penalty: 2649.838623
	Iteration 13Q: 3 clusters Score -343060.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -343076.062500 Penalty: 2649.838623
	Iteration 14Q: 3 clusters Score -343076.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -343089.593750 Penalty: 2649.838623
	Iteration 15Q: 3 clusters Score -343089.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -343104.375000 Penalty: 2649.838623
	Iteration 16Q: 3 clusters Score -343104.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -343122.875000 Penalty: 2649.838623
	Iteration 17Q: 3 clusters Score -343122.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -343138.500000 Penalty: 2649.838623
	Iteration 18Q: 3 clusters Score -343138.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -343154.531250 Penalty: 2649.838623
	Iteration 19Q: 3 clusters Score -343154.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -343167.000000 Penalty: 2649.838623
	Iteration 20F: 3 clusters Score -343167 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -343182.906250 Penalty: 2649.838623
	Iteration 21Q: 3 clusters Score -343182.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -343194.093750 Penalty: 2649.838623
	Iteration 22Q: 3 clusters Score -343194.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -343203.218750 Penalty: 2649.838623
	Iteration 23Q: 3 clusters Score -343203.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -343214.437500 Penalty: 2649.838623
	Iteration 24Q: 3 clusters Score -343214.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -343221.781250 Penalty: 2649.838623
	Iteration 25Q: 3 clusters Score -343221.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -343225.500000 Penalty: 2649.838623
	Iteration 26Q: 3 clusters Score -343225.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -343228.156250 Penalty: 2649.838623
	Iteration 27Q: 3 clusters Score -343228.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -343231.281250 Penalty: 2649.838623
	Iteration 28Q: 3 clusters Score -343231.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -343232.875000 Penalty: 2649.838623
	Iteration 29Q: 3 clusters Score -343232.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -343235.937500 Penalty: 2649.838623
	Iteration 30Q: 3 clusters Score -343235.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -343239.062500 Penalty: 2649.838623
	Iteration 31Q: 3 clusters Score -343239.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -343240.281250 Penalty: 2649.838623
	Iteration 32Q: 3 clusters Score -343240.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -343242.968750 Penalty: 2649.838623
	Iteration 33Q: 3 clusters Score -343243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -343243.406250 Penalty: 2649.838623
	Iteration 34Q: 3 clusters Score -343243.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -343244.218750 Penalty: 2649.838623
	Iteration 35Q: 3 clusters Score -343244.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -343244.625000 Penalty: 2649.838623
	Iteration 36Q: 3 clusters Score -343244.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -343245.000000 Penalty: 2649.838623
	Iteration 37Q: 3 clusters Score -343245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -343245.437500 Penalty: 2649.838623
	Iteration 38Q: 3 clusters Score -343245.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -343245.781250 Penalty: 2649.838623
	Iteration 39Q: 3 clusters Score -343245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -343246.062500 Penalty: 2649.838623
	Iteration 40F: 3 clusters Score -343246.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -343247.593750 Penalty: 2649.838623
	Iteration 41Q: 3 clusters Score -343247.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -343247.437500 Penalty: 2649.838623
	Iteration 42Q: 3 clusters Score -343247.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -343247.437500 Penalty: 2649.838623
	Iteration 43F: 3 clusters Score -343247.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -701543.937500 Penalty: 1446.649048
	Iteration 0F: 2 clusters Score -701543.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -696141.812500 Penalty: 2893.298096
	Iteration 0F: 3 clusters Score -696141.8 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -697849.500000 Penalty: 2893.298096
	Iteration 1F: 3 clusters Score -697849.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -698077.437500 Penalty: 2893.298096
	Iteration 2F: 3 clusters Score -698077.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -698320.937500 Penalty: 2893.298096
	Iteration 3F: 3 clusters Score -698320.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -698595.062500 Penalty: 2893.298096
	Iteration 4F: 3 clusters Score -698595.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -698906.250000 Penalty: 2893.298096
	Iteration 5F: 3 clusters Score -698906.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -699251.437500 Penalty: 2893.298096
	Iteration 6F: 3 clusters Score -699251.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -699597.937500 Penalty: 2893.298096
	Iteration 7F: 3 clusters Score -699597.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -699897.750000 Penalty: 2893.298096
	Iteration 8F: 3 clusters Score -699897.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -700095.187500 Penalty: 2893.298096
	Iteration 9Q: 3 clusters Score -700095.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -700233.875000 Penalty: 2893.298096
	Iteration 10Q: 3 clusters Score -700233.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -700331.875000 Penalty: 2893.298096
	Iteration 11Q: 3 clusters Score -700331.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -700386.812500 Penalty: 2893.298096
	Iteration 12Q: 3 clusters Score -700386.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -700414.250000 Penalty: 2893.298096
	Iteration 13Q: 3 clusters Score -700414.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -700426.937500 Penalty: 2893.298096
	Iteration 14Q: 3 clusters Score -700426.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -700438.187500 Penalty: 2893.298096
	Iteration 15Q: 3 clusters Score -700438.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -700445.437500 Penalty: 2893.298096
	Iteration 16Q: 3 clusters Score -700445.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -700452.437500 Penalty: 2893.298096
	Iteration 17Q: 3 clusters Score -700452.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -700457.625000 Penalty: 2893.298096
	Iteration 18Q: 3 clusters Score -700457.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -700462.000000 Penalty: 2893.298096
	Iteration 19Q: 3 clusters Score -700462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -700464.000000 Penalty: 2893.298096
	Iteration 20F: 3 clusters Score -700464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -700464.625000 Penalty: 2893.298096
	Iteration 21Q: 3 clusters Score -700464.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -700465.562500 Penalty: 2893.298096
	Iteration 22Q: 3 clusters Score -700465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -700466.750000 Penalty: 2893.298096
	Iteration 23Q: 3 clusters Score -700466.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -700466.000000 Penalty: 2893.298096
	Iteration 24Q: 3 clusters Score -700466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -700466.750000 Penalty: 2893.298096
	Iteration 25Q: 3 clusters Score -700466.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -700468.500000 Penalty: 2893.298096
	Iteration 26Q: 3 clusters Score -700468.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -700467.687500 Penalty: 2893.298096
	Iteration 27Q: 3 clusters Score -700467.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -700467.250000 Penalty: 2893.298096
	Iteration 28Q: 3 clusters Score -700467.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -700467.250000 Penalty: 2893.298096
	Iteration 29F: 3 clusters Score -700467.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -328555.343750 Penalty: 1311.064575
	Iteration 0F: 2 clusters Score -328555.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -325776.875000 Penalty: 2622.129150
	Iteration 0F: 3 clusters Score -325776.9 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -326457.281250 Penalty: 2622.129150
	Iteration 1F: 3 clusters Score -326457.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -326575.750000 Penalty: 2622.129150
	Iteration 2F: 3 clusters Score -326575.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -326643.406250 Penalty: 2622.129150
	Iteration 3Q: 3 clusters Score -326643.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -326685.218750 Penalty: 2622.129150
	Iteration 4Q: 3 clusters Score -326685.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -326717.906250 Penalty: 2622.129150
	Iteration 5Q: 3 clusters Score -326717.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -326741.156250 Penalty: 2622.129150
	Iteration 6Q: 3 clusters Score -326741.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -326756.468750 Penalty: 2622.129150
	Iteration 7Q: 3 clusters Score -326756.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -326773.812500 Penalty: 2622.129150
	Iteration 8Q: 3 clusters Score -326773.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -326794.187500 Penalty: 2622.129150
	Iteration 9Q: 3 clusters Score -326794.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -326815.187500 Penalty: 2622.129150
	Iteration 10Q: 3 clusters Score -326815.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -326834.968750 Penalty: 2622.129150
	Iteration 11Q: 3 clusters Score -326835 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -326856.906250 Penalty: 2622.129150
	Iteration 12Q: 3 clusters Score -326856.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -326879.968750 Penalty: 2622.129150
	Iteration 13Q: 3 clusters Score -326880 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -326907.250000 Penalty: 2622.129150
	Iteration 14Q: 3 clusters Score -326907.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -326934.156250 Penalty: 2622.129150
	Iteration 15Q: 3 clusters Score -326934.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -326964.687500 Penalty: 2622.129150
	Iteration 16Q: 3 clusters Score -326964.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -327000.750000 Penalty: 2622.129150
	Iteration 17Q: 3 clusters Score -327000.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -327034.781250 Penalty: 2622.129150
	Iteration 18Q: 3 clusters Score -327034.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -327067.562500 Penalty: 2622.129150
	Iteration 19Q: 3 clusters Score -327067.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -327104.406250 Penalty: 2622.129150
	Iteration 20F: 3 clusters Score -327104.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -327151.781250 Penalty: 2622.129150
	Iteration 21Q: 3 clusters Score -327151.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -327200.843750 Penalty: 2622.129150
	Iteration 22Q: 3 clusters Score -327200.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -327244.250000 Penalty: 2622.129150
	Iteration 23Q: 3 clusters Score -327244.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -327285.625000 Penalty: 2622.129150
	Iteration 24Q: 3 clusters Score -327285.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -327318.406250 Penalty: 2622.129150
	Iteration 25Q: 3 clusters Score -327318.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -327349.531250 Penalty: 2622.129150
	Iteration 26Q: 3 clusters Score -327349.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -327372.968750 Penalty: 2622.129150
	Iteration 27Q: 3 clusters Score -327373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -327390.750000 Penalty: 2622.129150
	Iteration 28Q: 3 clusters Score -327390.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -327408.218750 Penalty: 2622.129150
	Iteration 29Q: 3 clusters Score -327408.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -327425.781250 Penalty: 2622.129150
	Iteration 30Q: 3 clusters Score -327425.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -327433.531250 Penalty: 2622.129150
	Iteration 31Q: 3 clusters Score -327433.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -327437.281250 Penalty: 2622.129150
	Iteration 32Q: 3 clusters Score -327437.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -327446.968750 Penalty: 2622.129150
	Iteration 33Q: 3 clusters Score -327447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -327456.187500 Penalty: 2622.129150
	Iteration 34Q: 3 clusters Score -327456.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -327466.375000 Penalty: 2622.129150
	Iteration 35Q: 3 clusters Score -327466.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -327474.437500 Penalty: 2622.129150
	Iteration 36Q: 3 clusters Score -327474.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -327477.218750 Penalty: 2622.129150
	Iteration 37Q: 3 clusters Score -327477.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -327480.406250 Penalty: 2622.129150
	Iteration 38Q: 3 clusters Score -327480.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -327482.656250 Penalty: 2622.129150
	Iteration 39Q: 3 clusters Score -327482.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -327484.750000 Penalty: 2622.129150
	Iteration 40F: 3 clusters Score -327484.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -327487.125000 Penalty: 2622.129150
	Iteration 41Q: 3 clusters Score -327487.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -327489.187500 Penalty: 2622.129150
	Iteration 42Q: 3 clusters Score -327489.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -327491.281250 Penalty: 2622.129150
	Iteration 43Q: 3 clusters Score -327491.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -327490.906250 Penalty: 2622.129150
	Iteration 44Q: 3 clusters Score -327490.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -327490.906250 Penalty: 2622.129150
	Iteration 45F: 3 clusters Score -327490.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Entering Unmasked Estep 
Score: -4048465.000000 Penalty: 1720.967041
	Iteration 0F: 2 clusters Score -4048465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -4021829.500000 Penalty: 3441.934082
	Iteration 0F: 3 clusters Score -4021830 nChanged 18486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -4031952.750000 Penalty: 3441.934082
	Iteration 1F: 3 clusters Score -4031953 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -4032374.750000 Penalty: 3441.934082
	Iteration 2Q: 3 clusters Score -4032375 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -4032764.250000 Penalty: 3441.934082
	Iteration 3Q: 3 clusters Score -4032764 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -4033192.500000 Penalty: 3441.934082
	Iteration 4Q: 3 clusters Score -4033192 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -4033647.000000 Penalty: 3441.934082
	Iteration 5Q: 3 clusters Score -4033647 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -4034293.000000 Penalty: 3441.934082
	Iteration 6Q: 3 clusters Score -4034293 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -4035218.250000 Penalty: 3441.934082
	Iteration 7Q: 3 clusters Score -4035218 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -4036537.250000 Penalty: 3441.934082
	Iteration 8F: 3 clusters Score -4036537 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -4038396.250000 Penalty: 3441.934082
	Iteration 9F: 3 clusters Score -4038396 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -4040476.250000 Penalty: 3441.934082
	Iteration 10F: 3 clusters Score -4040476 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -4042211.500000 Penalty: 3441.934082
	Iteration 11F: 3 clusters Score -4042212 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -4043183.250000 Penalty: 3441.934082
	Iteration 12Q: 3 clusters Score -4043183 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -4043703.750000 Penalty: 3441.934082
	Iteration 13Q: 3 clusters Score -4043704 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -4044053.750000 Penalty: 3441.934082
	Iteration 14Q: 3 clusters Score -4044054 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -4044313.750000 Penalty: 3441.934082
	Iteration 15Q: 3 clusters Score -4044314 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -4044477.000000 Penalty: 3441.934082
	Iteration 16Q: 3 clusters Score -4044477 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -4044621.000000 Penalty: 3441.934082
	Iteration 17Q: 3 clusters Score -4044621 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -4044745.500000 Penalty: 3441.934082
	Iteration 18Q: 3 clusters Score -4044746 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -4044825.250000 Penalty: 3441.934082
	Iteration 19Q: 3 clusters Score -4044825 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -4044931.000000 Penalty: 3441.934082
	Iteration 20F: 3 clusters Score -4044931 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -4045007.250000 Penalty: 3441.934082
	Iteration 21Q: 3 clusters Score -4045007 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -4045068.500000 Penalty: 3441.934082
	Iteration 22Q: 3 clusters Score -4045068 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -4045135.750000 Penalty: 3441.934082
	Iteration 23Q: 3 clusters Score -4045136 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -4045202.250000 Penalty: 3441.934082
	Iteration 24Q: 3 clusters Score -4045202 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -4045242.500000 Penalty: 3441.934082
	Iteration 25Q: 3 clusters Score -4045242 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -4045310.500000 Penalty: 3441.934082
	Iteration 26Q: 3 clusters Score -4045310 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -4045374.500000 Penalty: 3441.934082
	Iteration 27Q: 3 clusters Score -4045374 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -4045402.000000 Penalty: 3441.934082
	Iteration 28Q: 3 clusters Score -4045402 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -4045456.500000 Penalty: 3441.934082
	Iteration 29Q: 3 clusters Score -4045456 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -4045505.000000 Penalty: 3441.934082
	Iteration 30Q: 3 clusters Score -4045505 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -4045529.250000 Penalty: 3441.934082
	Iteration 31Q: 3 clusters Score -4045529 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -4045583.750000 Penalty: 3441.934082
	Iteration 32Q: 3 clusters Score -4045584 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -4045643.750000 Penalty: 3441.934082
	Iteration 33Q: 3 clusters Score -4045644 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -4045695.250000 Penalty: 3441.934082
	Iteration 34Q: 3 clusters Score -4045695 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -4045748.500000 Penalty: 3441.934082
	Iteration 35Q: 3 clusters Score -4045748 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -4045793.500000 Penalty: 3441.934082
	Iteration 36Q: 3 clusters Score -4045794 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -4045843.250000 Penalty: 3441.934082
	Iteration 37Q: 3 clusters Score -4045843 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -4045889.000000 Penalty: 3441.934082
	Iteration 38Q: 3 clusters Score -4045889 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -4045921.750000 Penalty: 3441.934082
	Iteration 39Q: 3 clusters Score -4045922 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -4045944.750000 Penalty: 3441.934082
	Iteration 40F: 3 clusters Score -4045945 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -4045981.500000 Penalty: 3441.934082
	Iteration 41Q: 3 clusters Score -4045982 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -4045999.750000 Penalty: 3441.934082
	Iteration 42Q: 3 clusters Score -4046000 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -4046031.000000 Penalty: 3441.934082
	Iteration 43Q: 3 clusters Score -4046031 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -4046057.750000 Penalty: 3441.934082
	Iteration 44Q: 3 clusters Score -4046058 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -4046060.250000 Penalty: 3441.934082
	Iteration 45Q: 3 clusters Score -4046060 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -4046068.500000 Penalty: 3441.934082
	Iteration 46Q: 3 clusters Score -4046068 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -4046088.000000 Penalty: 3441.934082
	Iteration 47Q: 3 clusters Score -4046088 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -4046105.250000 Penalty: 3441.934082
	Iteration 48Q: 3 clusters Score -4046105 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -4046127.250000 Penalty: 3441.934082
	Iteration 49Q: 3 clusters Score -4046127 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -4046152.000000 Penalty: 3441.934082
	Iteration 50Q: 3 clusters Score -4046152 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -4046152.750000 Penalty: 3441.934082
	Iteration 51Q: 3 clusters Score -4046153 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -4046173.500000 Penalty: 3441.934082
	Iteration 52Q: 3 clusters Score -4046174 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -4046195.750000 Penalty: 3441.934082
	Iteration 53Q: 3 clusters Score -4046196 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -4046214.500000 Penalty: 3441.934082
	Iteration 54Q: 3 clusters Score -4046214 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -4046213.750000 Penalty: 3441.934082
	Iteration 55Q: 3 clusters Score -4046214 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -4046234.750000 Penalty: 3441.934082
	Iteration 56Q: 3 clusters Score -4046235 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -4046235.750000 Penalty: 3441.934082
	Iteration 57Q: 3 clusters Score -4046236 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -4046265.000000 Penalty: 3441.934082
	Iteration 58Q: 3 clusters Score -4046265 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -4046272.750000 Penalty: 3441.934082
	Iteration 59Q: 3 clusters Score -4046273 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -4046281.000000 Penalty: 3441.934082
	Iteration 60F: 3 clusters Score -4046281 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -4046291.000000 Penalty: 3441.934082
	Iteration 61Q: 3 clusters Score -4046291 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -4046312.250000 Penalty: 3441.934082
	Iteration 62Q: 3 clusters Score -4046312 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -4046328.750000 Penalty: 3441.934082
	Iteration 63Q: 3 clusters Score -4046329 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -4046346.000000 Penalty: 3441.934082
	Iteration 64Q: 3 clusters Score -4046346 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -4046349.250000 Penalty: 3441.934082
	Iteration 65Q: 3 clusters Score -4046349 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -4046365.250000 Penalty: 3441.934082
	Iteration 66Q: 3 clusters Score -4046365 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -4046371.000000 Penalty: 3441.934082
	Iteration 67Q: 3 clusters Score -4046371 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -4046392.000000 Penalty: 3441.934082
	Iteration 68Q: 3 clusters Score -4046392 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4046405.750000 Penalty: 3441.934082
	Iteration 69Q: 3 clusters Score -4046406 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -4046411.750000 Penalty: 3441.934082
	Iteration 70Q: 3 clusters Score -4046412 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -4046431.250000 Penalty: 3441.934082
	Iteration 71Q: 3 clusters Score -4046431 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -4046425.250000 Penalty: 3441.934082
	Iteration 72Q: 3 clusters Score -4046425 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -4046431.750000 Penalty: 3441.934082
	Iteration 73Q: 3 clusters Score -4046432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -4046436.750000 Penalty: 3441.934082
	Iteration 74Q: 3 clusters Score -4046437 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -4046430.250000 Penalty: 3441.934082
	Iteration 75Q: 3 clusters Score -4046430 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -4046448.500000 Penalty: 3441.934082
	Iteration 76Q: 3 clusters Score -4046448 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -4046472.250000 Penalty: 3441.934082
	Iteration 77Q: 3 clusters Score -4046472 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -4046474.500000 Penalty: 3441.934082
	Iteration 78Q: 3 clusters Score -4046474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -4046483.000000 Penalty: 3441.934082
	Iteration 79Q: 3 clusters Score -4046483 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -4046489.000000 Penalty: 3441.934082
	Iteration 80F: 3 clusters Score -4046489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -4046488.500000 Penalty: 3441.934082
	Iteration 81Q: 3 clusters Score -4046488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -4046498.000000 Penalty: 3441.934082
	Iteration 82Q: 3 clusters Score -4046498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -4046495.000000 Penalty: 3441.934082
	Iteration 83Q: 3 clusters Score -4046495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -4046502.000000 Penalty: 3441.934082
	Iteration 84Q: 3 clusters Score -4046502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -4046504.750000 Penalty: 3441.934082
	Iteration 85Q: 3 clusters Score -4046505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -4046513.500000 Penalty: 3441.934082
	Iteration 86Q: 3 clusters Score -4046514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -4046521.750000 Penalty: 3441.934082
	Iteration 87Q: 3 clusters Score -4046522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -4046523.750000 Penalty: 3441.934082
	Iteration 88Q: 3 clusters Score -4046524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -4046531.750000 Penalty: 3441.934082
	Iteration 89Q: 3 clusters Score -4046532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -4046531.500000 Penalty: 3441.934082
	Iteration 90Q: 3 clusters Score -4046532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -4046536.000000 Penalty: 3441.934082
	Iteration 91Q: 3 clusters Score -4046536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -4046546.000000 Penalty: 3441.934082
	Iteration 92Q: 3 clusters Score -4046546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -4046547.250000 Penalty: 3441.934082
	Iteration 93Q: 3 clusters Score -4046547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -4046543.750000 Penalty: 3441.934082
	Iteration 94Q: 3 clusters Score -4046544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -4046551.750000 Penalty: 3441.934082
	Iteration 95Q: 3 clusters Score -4046552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -4046553.500000 Penalty: 3441.934082
	Iteration 96Q: 3 clusters Score -4046554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -4046556.750000 Penalty: 3441.934082
	Iteration 97Q: 3 clusters Score -4046557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -4046561.000000 Penalty: 3441.934082
	Iteration 98Q: 3 clusters Score -4046561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -4046566.250000 Penalty: 3441.934082
	Iteration 99Q: 3 clusters Score -4046566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -4046565.250000 Penalty: 3441.934082
	Iteration 100F: 3 clusters Score -4046565 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -4046569.250000 Penalty: 3441.934082
	Iteration 101Q: 3 clusters Score -4046569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -4046579.750000 Penalty: 3441.934082
	Iteration 102Q: 3 clusters Score -4046580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -4046583.250000 Penalty: 3441.934082
	Iteration 103Q: 3 clusters Score -4046583 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -4046595.250000 Penalty: 3441.934082
	Iteration 104Q: 3 clusters Score -4046595 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -4046601.500000 Penalty: 3441.934082
	Iteration 105Q: 3 clusters Score -4046602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -4046607.000000 Penalty: 3441.934082
	Iteration 106Q: 3 clusters Score -4046607 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -4046608.500000 Penalty: 3441.934082
	Iteration 107Q: 3 clusters Score -4046608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -4046605.250000 Penalty: 3441.934082
	Iteration 108Q: 3 clusters Score -4046605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -4046615.000000 Penalty: 3441.934082
	Iteration 109Q: 3 clusters Score -4046615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -4046613.500000 Penalty: 3441.934082
	Iteration 110Q: 3 clusters Score -4046614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -4046624.500000 Penalty: 3441.934082
	Iteration 111Q: 3 clusters Score -4046624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -4046627.500000 Penalty: 3441.934082
	Iteration 112Q: 3 clusters Score -4046628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -4046624.750000 Penalty: 3441.934082
	Iteration 113Q: 3 clusters Score -4046625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -4046632.250000 Penalty: 3441.934082
	Iteration 114Q: 3 clusters Score -4046632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -4046634.250000 Penalty: 3441.934082
	Iteration 115Q: 3 clusters Score -4046634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -4046643.250000 Penalty: 3441.934082
	Iteration 116Q: 3 clusters Score -4046643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -4046647.000000 Penalty: 3441.934082
	Iteration 117Q: 3 clusters Score -4046647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -4046649.000000 Penalty: 3441.934082
	Iteration 118Q: 3 clusters Score -4046649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -4046656.750000 Penalty: 3441.934082
	Iteration 119Q: 3 clusters Score -4046657 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -4046666.000000 Penalty: 3441.934082
	Iteration 120F: 3 clusters Score -4046666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -4046675.250000 Penalty: 3441.934082
	Iteration 121Q: 3 clusters Score -4046675 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -4046672.250000 Penalty: 3441.934082
	Iteration 122Q: 3 clusters Score -4046672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -4046682.000000 Penalty: 3441.934082
	Iteration 123Q: 3 clusters Score -4046682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -4046687.750000 Penalty: 3441.934082
	Iteration 124Q: 3 clusters Score -4046688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -4046696.250000 Penalty: 3441.934082
	Iteration 125Q: 3 clusters Score -4046696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -4046704.500000 Penalty: 3441.934082
	Iteration 126Q: 3 clusters Score -4046704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -4046709.250000 Penalty: 3441.934082
	Iteration 127Q: 3 clusters Score -4046709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -4046712.750000 Penalty: 3441.934082
	Iteration 128Q: 3 clusters Score -4046713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -4046714.000000 Penalty: 3441.934082
	Iteration 129Q: 3 clusters Score -4046714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -4046719.750000 Penalty: 3441.934082
	Iteration 130Q: 3 clusters Score -4046720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -4046725.250000 Penalty: 3441.934082
	Iteration 131Q: 3 clusters Score -4046725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -4046732.000000 Penalty: 3441.934082
	Iteration 132Q: 3 clusters Score -4046732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -4046739.000000 Penalty: 3441.934082
	Iteration 133Q: 3 clusters Score -4046739 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -4046759.500000 Penalty: 3441.934082
	Iteration 134Q: 3 clusters Score -4046760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -4046762.000000 Penalty: 3441.934082
	Iteration 135Q: 3 clusters Score -4046762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -4046760.500000 Penalty: 3441.934082
	Iteration 136Q: 3 clusters Score -4046760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -4046761.000000 Penalty: 3441.934082
	Iteration 137Q: 3 clusters Score -4046761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -4046758.500000 Penalty: 3441.934082
	Iteration 138Q: 3 clusters Score -4046758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -4046757.250000 Penalty: 3441.934082
	Iteration 139Q: 3 clusters Score -4046757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -4046768.250000 Penalty: 3441.934082
	Iteration 140F: 3 clusters Score -4046768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -4046767.000000 Penalty: 3441.934082
	Iteration 141Q: 3 clusters Score -4046767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -4046763.500000 Penalty: 3441.934082
	Iteration 142Q: 3 clusters Score -4046764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -4046766.750000 Penalty: 3441.934082
	Iteration 143Q: 3 clusters Score -4046767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -4046769.250000 Penalty: 3441.934082
	Iteration 144Q: 3 clusters Score -4046769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -4046771.500000 Penalty: 3441.934082
	Iteration 145Q: 3 clusters Score -4046772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -4046780.500000 Penalty: 3441.934082
	Iteration 146Q: 3 clusters Score -4046780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -4046780.500000 Penalty: 3441.934082
	Iteration 147Q: 3 clusters Score -4046780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -4046778.750000 Penalty: 3441.934082
	Iteration 148Q: 3 clusters Score -4046779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -4046777.750000 Penalty: 3441.934082
	Iteration 149Q: 3 clusters Score -4046778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -4046778.750000 Penalty: 3441.934082
	Iteration 150Q: 3 clusters Score -4046779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -4046783.000000 Penalty: 3441.934082
	Iteration 151Q: 3 clusters Score -4046783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -4046780.500000 Penalty: 3441.934082
	Iteration 152Q: 3 clusters Score -4046780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -4046788.250000 Penalty: 3441.934082
	Iteration 153Q: 3 clusters Score -4046788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -4046785.750000 Penalty: 3441.934082
	Iteration 154Q: 3 clusters Score -4046786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -4046793.750000 Penalty: 3441.934082
	Iteration 155Q: 3 clusters Score -4046794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -4046799.750000 Penalty: 3441.934082
	Iteration 156Q: 3 clusters Score -4046800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -4046805.500000 Penalty: 3441.934082
	Iteration 157Q: 3 clusters Score -4046806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -4046804.000000 Penalty: 3441.934082
	Iteration 158Q: 3 clusters Score -4046804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -4046807.000000 Penalty: 3441.934082
	Iteration 159Q: 3 clusters Score -4046807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -4046811.250000 Penalty: 3441.934082
	Iteration 160F: 3 clusters Score -4046811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -4046812.000000 Penalty: 3441.934082
	Iteration 161Q: 3 clusters Score -4046812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -4046810.500000 Penalty: 3441.934082
	Iteration 162Q: 3 clusters Score -4046810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -4046819.250000 Penalty: 3441.934082
	Iteration 163Q: 3 clusters Score -4046819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -4046821.250000 Penalty: 3441.934082
	Iteration 164Q: 3 clusters Score -4046821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -4046824.500000 Penalty: 3441.934082
	Iteration 165Q: 3 clusters Score -4046824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -4046824.000000 Penalty: 3441.934082
	Iteration 166Q: 3 clusters Score -4046824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -4046828.500000 Penalty: 3441.934082
	Iteration 167Q: 3 clusters Score -4046828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -4046826.250000 Penalty: 3441.934082
	Iteration 168Q: 3 clusters Score -4046826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -4046829.250000 Penalty: 3441.934082
	Iteration 169Q: 3 clusters Score -4046829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -4046832.750000 Penalty: 3441.934082
	Iteration 170Q: 3 clusters Score -4046833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -4046832.750000 Penalty: 3441.934082
	Iteration 171Q: 3 clusters Score -4046833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -4046827.500000 Penalty: 3441.934082
	Iteration 172Q: 3 clusters Score -4046828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -4046826.500000 Penalty: 3441.934082
	Iteration 173Q: 3 clusters Score -4046826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -4046829.750000 Penalty: 3441.934082
	Iteration 174Q: 3 clusters Score -4046830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -4046836.500000 Penalty: 3441.934082
	Iteration 175Q: 3 clusters Score -4046836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -4046840.500000 Penalty: 3441.934082
	Iteration 176Q: 3 clusters Score -4046840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -4046840.000000 Penalty: 3441.934082
	Iteration 177Q: 3 clusters Score -4046840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -4046840.500000 Penalty: 3441.934082
	Iteration 178Q: 3 clusters Score -4046840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -4046845.000000 Penalty: 3441.934082
	Iteration 179Q: 3 clusters Score -4046845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -4046849.250000 Penalty: 3441.934082
	Iteration 180F: 3 clusters Score -4046849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -4046846.500000 Penalty: 3441.934082
	Iteration 181Q: 3 clusters Score -4046846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -4046850.000000 Penalty: 3441.934082
	Iteration 182Q: 3 clusters Score -4046850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -4046853.000000 Penalty: 3441.934082
	Iteration 183Q: 3 clusters Score -4046853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -4046852.750000 Penalty: 3441.934082
	Iteration 184Q: 3 clusters Score -4046853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -4046852.750000 Penalty: 3441.934082
	Iteration 185Q: 3 clusters Score -4046853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -4046855.500000 Penalty: 3441.934082
	Iteration 186Q: 3 clusters Score -4046856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -4046858.250000 Penalty: 3441.934082
	Iteration 187Q: 3 clusters Score -4046858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -4046860.500000 Penalty: 3441.934082
	Iteration 188Q: 3 clusters Score -4046860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -4046859.750000 Penalty: 3441.934082
	Iteration 189Q: 3 clusters Score -4046860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -4046863.000000 Penalty: 3441.934082
	Iteration 190Q: 3 clusters Score -4046863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -4046864.000000 Penalty: 3441.934082
	Iteration 191Q: 3 clusters Score -4046864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -4046864.000000 Penalty: 3441.934082
	Iteration 192F: 3 clusters Score -4046864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Entering Unmasked Estep 
Score: -1503414.000000 Penalty: 1557.708008
	Iteration 0F: 2 clusters Score -1503414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1493279.375000 Penalty: 3115.416016
	Iteration 0F: 3 clusters Score -1493279 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1496800.500000 Penalty: 3115.416016
	Iteration 1F: 3 clusters Score -1496800 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1497081.125000 Penalty: 3115.416016
	Iteration 2F: 3 clusters Score -1497081 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1497320.750000 Penalty: 3115.416016
	Iteration 3Q: 3 clusters Score -1497321 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1497593.375000 Penalty: 3115.416016
	Iteration 4Q: 3 clusters Score -1497593 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1497969.000000 Penalty: 3115.416016
	Iteration 5Q: 3 clusters Score -1497969 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1498492.000000 Penalty: 3115.416016
	Iteration 6F: 3 clusters Score -1498492 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1499142.250000 Penalty: 3115.416016
	Iteration 7F: 3 clusters Score -1499142 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1499886.125000 Penalty: 3115.416016
	Iteration 8F: 3 clusters Score -1499886 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1500570.250000 Penalty: 3115.416016
	Iteration 9F: 3 clusters Score -1500570 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1501103.250000 Penalty: 3115.416016
	Iteration 10Q: 3 clusters Score -1501103 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1501430.625000 Penalty: 3115.416016
	Iteration 11Q: 3 clusters Score -1501431 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1501638.000000 Penalty: 3115.416016
	Iteration 12Q: 3 clusters Score -1501638 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1501751.500000 Penalty: 3115.416016
	Iteration 13Q: 3 clusters Score -1501752 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1501841.500000 Penalty: 3115.416016
	Iteration 14Q: 3 clusters Score -1501842 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1501920.250000 Penalty: 3115.416016
	Iteration 15Q: 3 clusters Score -1501920 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1501987.375000 Penalty: 3115.416016
	Iteration 16Q: 3 clusters Score -1501987 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1502063.875000 Penalty: 3115.416016
	Iteration 17Q: 3 clusters Score -1502064 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1502122.750000 Penalty: 3115.416016
	Iteration 18Q: 3 clusters Score -1502123 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1502180.750000 Penalty: 3115.416016
	Iteration 19Q: 3 clusters Score -1502181 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1502230.625000 Penalty: 3115.416016
	Iteration 20F: 3 clusters Score -1502231 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1502260.750000 Penalty: 3115.416016
	Iteration 21Q: 3 clusters Score -1502261 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1502292.000000 Penalty: 3115.416016
	Iteration 22Q: 3 clusters Score -1502292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1502315.750000 Penalty: 3115.416016
	Iteration 23Q: 3 clusters Score -1502316 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1502336.125000 Penalty: 3115.416016
	Iteration 24Q: 3 clusters Score -1502336 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1502351.875000 Penalty: 3115.416016
	Iteration 25Q: 3 clusters Score -1502352 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1502365.000000 Penalty: 3115.416016
	Iteration 26Q: 3 clusters Score -1502365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1502380.625000 Penalty: 3115.416016
	Iteration 27Q: 3 clusters Score -1502381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1502389.500000 Penalty: 3115.416016
	Iteration 28Q: 3 clusters Score -1502390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1502394.125000 Penalty: 3115.416016
	Iteration 29Q: 3 clusters Score -1502394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1502404.375000 Penalty: 3115.416016
	Iteration 30Q: 3 clusters Score -1502404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1502410.750000 Penalty: 3115.416016
	Iteration 31Q: 3 clusters Score -1502411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1502426.500000 Penalty: 3115.416016
	Iteration 32Q: 3 clusters Score -1502426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1502440.250000 Penalty: 3115.416016
	Iteration 33Q: 3 clusters Score -1502440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1502449.875000 Penalty: 3115.416016
	Iteration 34Q: 3 clusters Score -1502450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1502465.375000 Penalty: 3115.416016
	Iteration 35Q: 3 clusters Score -1502465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1502477.500000 Penalty: 3115.416016
	Iteration 36Q: 3 clusters Score -1502478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1502481.250000 Penalty: 3115.416016
	Iteration 37Q: 3 clusters Score -1502481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1502483.750000 Penalty: 3115.416016
	Iteration 38Q: 3 clusters Score -1502484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1502487.875000 Penalty: 3115.416016
	Iteration 39Q: 3 clusters Score -1502488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1502487.375000 Penalty: 3115.416016
	Iteration 40F: 3 clusters Score -1502487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1502490.625000 Penalty: 3115.416016
	Iteration 41Q: 3 clusters Score -1502491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1502494.625000 Penalty: 3115.416016
	Iteration 42Q: 3 clusters Score -1502495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1502496.625000 Penalty: 3115.416016
	Iteration 43Q: 3 clusters Score -1502497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1502497.250000 Penalty: 3115.416016
	Iteration 44Q: 3 clusters Score -1502497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1502500.500000 Penalty: 3115.416016
	Iteration 45Q: 3 clusters Score -1502500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1502501.375000 Penalty: 3115.416016
	Iteration 46Q: 3 clusters Score -1502501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1502501.875000 Penalty: 3115.416016
	Iteration 47Q: 3 clusters Score -1502502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1502501.875000 Penalty: 3115.416016
	Iteration 48F: 3 clusters Score -1502502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159702 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168362 members 
Mstep: Class 4 contains 116722 members 
Mstep: Class 5 contains 26088 members 
Mstep: Class 6 contains 9287 members 
Mstep: Class 8 contains 180785 members 
Mstep: Class 9 contains 77280 members 
Mstep: Class 10 contains 140683 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175196 members 
Mstep: Class 13 contains 154391 members 
Mstep: Class 14 contains 2770 members 
Mstep: Class 15 contains 3475 members 
Mstep: Class 16 contains 7350 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39758 members 
Mstep: Class 21 contains 14558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971264.000000 Penalty: 41147.996094
Iteration 159Q: 19 clusters Score -1.279713e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159700 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168363 members 
Mstep: Class 4 contains 116721 members 
Mstep: Class 5 contains 26086 members 
Mstep: Class 6 contains 9290 members 
Mstep: Class 8 contains 180783 members 
Mstep: Class 9 contains 77280 members 
Mstep: Class 10 contains 140685 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175193 members 
Mstep: Class 13 contains 154392 members 
Mstep: Class 14 contains 2770 members 
Mstep: Class 15 contains 3475 members 
Mstep: Class 16 contains 7354 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39758 members 
Mstep: Class 21 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971328.000000 Penalty: 41147.996094
Iteration 160F: 19 clusters Score -1.279713e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159697 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168361 members 
Mstep: Class 4 contains 116723 members 
Mstep: Class 5 contains 26087 members 
Mstep: Class 6 contains 9289 members 
Mstep: Class 8 contains 180787 members 
Mstep: Class 9 contains 77282 members 
Mstep: Class 10 contains 140685 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175191 members 
Mstep: Class 13 contains 154390 members 
Mstep: Class 14 contains 2770 members 
Mstep: Class 15 contains 3475 members 
Mstep: Class 16 contains 7357 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39757 members 
Mstep: Class 21 contains 14556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971208.000000 Penalty: 41147.996094
Iteration 161Q: 19 clusters Score -1.279712e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159699 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168362 members 
Mstep: Class 4 contains 116721 members 
Mstep: Class 5 contains 26086 members 
Mstep: Class 6 contains 9292 members 
Mstep: Class 8 contains 180789 members 
Mstep: Class 9 contains 77283 members 
Mstep: Class 10 contains 140687 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175186 members 
Mstep: Class 13 contains 154385 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 3475 members 
Mstep: Class 16 contains 7359 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39758 members 
Mstep: Class 21 contains 14556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971312.000000 Penalty: 41147.996094
Iteration 162Q: 19 clusters Score -1.279713e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159701 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168357 members 
Mstep: Class 4 contains 116721 members 
Mstep: Class 5 contains 26088 members 
Mstep: Class 6 contains 9295 members 
Mstep: Class 8 contains 180788 members 
Mstep: Class 9 contains 77287 members 
Mstep: Class 10 contains 140690 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175182 members 
Mstep: Class 13 contains 154381 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 3475 members 
Mstep: Class 16 contains 7361 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39756 members 
Mstep: Class 21 contains 14556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971240.000000 Penalty: 41147.996094
Iteration 163Q: 19 clusters Score -1.279712e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159702 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168355 members 
Mstep: Class 4 contains 116721 members 
Mstep: Class 5 contains 26089 members 
Mstep: Class 6 contains 9298 members 
Mstep: Class 8 contains 180786 members 
Mstep: Class 9 contains 77287 members 
Mstep: Class 10 contains 140691 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175181 members 
Mstep: Class 13 contains 154374 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 3476 members 
Mstep: Class 16 contains 7366 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39756 members 
Mstep: Class 21 contains 14556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971312.000000 Penalty: 41147.996094
Iteration 164Q: 19 clusters Score -1.279713e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159703 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168355 members 
Mstep: Class 4 contains 116721 members 
Mstep: Class 5 contains 26086 members 
Mstep: Class 6 contains 9298 members 
Mstep: Class 8 contains 180783 members 
Mstep: Class 9 contains 77283 members 
Mstep: Class 10 contains 140691 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175184 members 
Mstep: Class 13 contains 154375 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 3476 members 
Mstep: Class 16 contains 7370 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39757 members 
Mstep: Class 21 contains 14556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971264.000000 Penalty: 41147.996094
Iteration 165Q: 19 clusters Score -1.279713e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159703 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168356 members 
Mstep: Class 4 contains 116721 members 
Mstep: Class 5 contains 26084 members 
Mstep: Class 6 contains 9300 members 
Mstep: Class 8 contains 180782 members 
Mstep: Class 9 contains 77282 members 
Mstep: Class 10 contains 140693 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175184 members 
Mstep: Class 13 contains 154370 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 3476 members 
Mstep: Class 16 contains 7374 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39757 members 
Mstep: Class 21 contains 14556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971296.000000 Penalty: 41147.996094
Iteration 166Q: 19 clusters Score -1.279713e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159703 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168354 members 
Mstep: Class 4 contains 116721 members 
Mstep: Class 5 contains 26083 members 
Mstep: Class 6 contains 9304 members 
Mstep: Class 8 contains 180781 members 
Mstep: Class 9 contains 77279 members 
Mstep: Class 10 contains 140694 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175184 members 
Mstep: Class 13 contains 154369 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 3476 members 
Mstep: Class 16 contains 7376 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39758 members 
Mstep: Class 21 contains 14556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971320.000000 Penalty: 41147.996094
Iteration 167Q: 19 clusters Score -1.279713e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159706 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168353 members 
Mstep: Class 4 contains 116722 members 
Mstep: Class 5 contains 26081 members 
Mstep: Class 6 contains 9307 members 
Mstep: Class 8 contains 180778 members 
Mstep: Class 9 contains 77277 members 
Mstep: Class 10 contains 140694 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175183 members 
Mstep: Class 13 contains 154369 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 3475 members 
Mstep: Class 16 contains 7379 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39758 members 
Mstep: Class 21 contains 14556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971336.000000 Penalty: 41147.996094
Iteration 168Q: 19 clusters Score -1.279713e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159710 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168350 members 
Mstep: Class 4 contains 116721 members 
Mstep: Class 5 contains 26075 members 
Mstep: Class 6 contains 9309 members 
Mstep: Class 8 contains 180780 members 
Mstep: Class 9 contains 77277 members 
Mstep: Class 10 contains 140694 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175181 members 
Mstep: Class 13 contains 154367 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 3476 members 
Mstep: Class 16 contains 7384 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39758 members 
Mstep: Class 21 contains 14556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971336.000000 Penalty: 41147.996094
Iteration 169Q: 19 clusters Score -1.279713e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159710 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168348 members 
Mstep: Class 4 contains 116723 members 
Mstep: Class 5 contains 26073 members 
Mstep: Class 6 contains 9307 members 
Mstep: Class 8 contains 180783 members 
Mstep: Class 9 contains 77280 members 
Mstep: Class 10 contains 140692 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175180 members 
Mstep: Class 13 contains 154364 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 3476 members 
Mstep: Class 16 contains 7387 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39758 members 
Mstep: Class 21 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971288.000000 Penalty: 41147.996094
Iteration 170Q: 19 clusters Score -1.279713e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159709 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168344 members 
Mstep: Class 4 contains 116724 members 
Mstep: Class 5 contains 26074 members 
Mstep: Class 6 contains 9305 members 
Mstep: Class 8 contains 180786 members 
Mstep: Class 9 contains 77284 members 
Mstep: Class 10 contains 140692 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175177 members 
Mstep: Class 13 contains 154363 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7388 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39758 members 
Mstep: Class 21 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971312.000000 Penalty: 41147.996094
Iteration 171Q: 19 clusters Score -1.279713e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159706 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168344 members 
Mstep: Class 4 contains 116724 members 
Mstep: Class 5 contains 26076 members 
Mstep: Class 6 contains 9305 members 
Mstep: Class 8 contains 180786 members 
Mstep: Class 9 contains 77289 members 
Mstep: Class 10 contains 140691 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175173 members 
Mstep: Class 13 contains 154362 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7390 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39758 members 
Mstep: Class 21 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971312.000000 Penalty: 41147.996094
Iteration 172Q: 19 clusters Score -1.279713e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159708 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168345 members 
Mstep: Class 4 contains 116723 members 
Mstep: Class 5 contains 26075 members 
Mstep: Class 6 contains 9304 members 
Mstep: Class 8 contains 180789 members 
Mstep: Class 9 contains 77286 members 
Mstep: Class 10 contains 140692 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175169 members 
Mstep: Class 13 contains 154363 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39757 members 
Mstep: Class 21 contains 14558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971368.000000 Penalty: 41147.996094
Iteration 173Q: 19 clusters Score -1.279714e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159708 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168346 members 
Mstep: Class 4 contains 116722 members 
Mstep: Class 5 contains 26072 members 
Mstep: Class 6 contains 9305 members 
Mstep: Class 8 contains 180795 members 
Mstep: Class 9 contains 77285 members 
Mstep: Class 10 contains 140693 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175163 members 
Mstep: Class 13 contains 154362 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7395 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39758 members 
Mstep: Class 21 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971440.000000 Penalty: 41147.996094
Iteration 174Q: 19 clusters Score -1.279714e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159707 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168344 members 
Mstep: Class 4 contains 116722 members 
Mstep: Class 5 contains 26070 members 
Mstep: Class 6 contains 9306 members 
Mstep: Class 8 contains 180798 members 
Mstep: Class 9 contains 77277 members 
Mstep: Class 10 contains 140697 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175163 members 
Mstep: Class 13 contains 154363 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39759 members 
Mstep: Class 21 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971376.000000 Penalty: 41147.996094
Iteration 175Q: 19 clusters Score -1.279714e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159706 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168344 members 
Mstep: Class 4 contains 116722 members 
Mstep: Class 5 contains 26070 members 
Mstep: Class 6 contains 9307 members 
Mstep: Class 8 contains 180796 members 
Mstep: Class 9 contains 77273 members 
Mstep: Class 10 contains 140697 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175166 members 
Mstep: Class 13 contains 154364 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39760 members 
Mstep: Class 21 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971368.000000 Penalty: 41147.996094
Iteration 176Q: 19 clusters Score -1.279714e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159705 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168344 members 
Mstep: Class 4 contains 116722 members 
Mstep: Class 5 contains 26070 members 
Mstep: Class 6 contains 9307 members 
Mstep: Class 8 contains 180794 members 
Mstep: Class 9 contains 77270 members 
Mstep: Class 10 contains 140697 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175170 members 
Mstep: Class 13 contains 154364 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7401 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39761 members 
Mstep: Class 21 contains 14556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971376.000000 Penalty: 41147.996094
Iteration 177Q: 19 clusters Score -1.279714e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159706 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168345 members 
Mstep: Class 4 contains 116722 members 
Mstep: Class 5 contains 26069 members 
Mstep: Class 6 contains 9307 members 
Mstep: Class 8 contains 180795 members 
Mstep: Class 9 contains 77268 members 
Mstep: Class 10 contains 140695 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175169 members 
Mstep: Class 13 contains 154362 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7404 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971376.000000 Penalty: 41147.996094
Iteration 178Q: 19 clusters Score -1.279714e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159708 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168342 members 
Mstep: Class 4 contains 116723 members 
Mstep: Class 5 contains 26067 members 
Mstep: Class 6 contains 9307 members 
Mstep: Class 8 contains 180797 members 
Mstep: Class 9 contains 77267 members 
Mstep: Class 10 contains 140694 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175166 members 
Mstep: Class 13 contains 154363 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7407 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39764 members 
Mstep: Class 21 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971408.000000 Penalty: 41147.996094
Iteration 179Q: 19 clusters Score -1.279714e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159713 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168340 members 
Mstep: Class 4 contains 116721 members 
Mstep: Class 5 contains 26067 members 
Mstep: Class 6 contains 9308 members 
Mstep: Class 8 contains 180798 members 
Mstep: Class 9 contains 77263 members 
Mstep: Class 10 contains 140693 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175167 members 
Mstep: Class 13 contains 154364 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7408 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971312.000000 Penalty: 41147.996094
Iteration 180F: 19 clusters Score -1.279713e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159719 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168335 members 
Mstep: Class 4 contains 116721 members 
Mstep: Class 5 contains 26067 members 
Mstep: Class 6 contains 9307 members 
Mstep: Class 8 contains 180795 members 
Mstep: Class 9 contains 77261 members 
Mstep: Class 10 contains 140693 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175169 members 
Mstep: Class 13 contains 154366 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7409 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971328.000000 Penalty: 41147.996094
Iteration 181Q: 19 clusters Score -1.279713e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159722 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168333 members 
Mstep: Class 4 contains 116722 members 
Mstep: Class 5 contains 26067 members 
Mstep: Class 6 contains 9307 members 
Mstep: Class 8 contains 180795 members 
Mstep: Class 9 contains 77261 members 
Mstep: Class 10 contains 140692 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175168 members 
Mstep: Class 13 contains 154366 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7409 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971312.000000 Penalty: 41147.996094
Iteration 182Q: 19 clusters Score -1.279713e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159723 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168332 members 
Mstep: Class 4 contains 116722 members 
Mstep: Class 5 contains 26067 members 
Mstep: Class 6 contains 9308 members 
Mstep: Class 8 contains 180797 members 
Mstep: Class 9 contains 77261 members 
Mstep: Class 10 contains 140691 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175169 members 
Mstep: Class 13 contains 154363 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7409 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971328.000000 Penalty: 41147.996094
Iteration 183Q: 19 clusters Score -1.279713e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159726 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168330 members 
Mstep: Class 4 contains 116723 members 
Mstep: Class 5 contains 26067 members 
Mstep: Class 6 contains 9307 members 
Mstep: Class 8 contains 180795 members 
Mstep: Class 9 contains 77262 members 
Mstep: Class 10 contains 140691 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175168 members 
Mstep: Class 13 contains 154364 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7409 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971288.000000 Penalty: 41147.996094
Iteration 184Q: 19 clusters Score -1.279713e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159728 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168332 members 
Mstep: Class 4 contains 116721 members 
Mstep: Class 5 contains 26067 members 
Mstep: Class 6 contains 9306 members 
Mstep: Class 8 contains 180796 members 
Mstep: Class 9 contains 77263 members 
Mstep: Class 10 contains 140690 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175165 members 
Mstep: Class 13 contains 154365 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7409 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971312.000000 Penalty: 41147.996094
Iteration 185Q: 19 clusters Score -1.279713e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159728 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168330 members 
Mstep: Class 4 contains 116723 members 
Mstep: Class 5 contains 26067 members 
Mstep: Class 6 contains 9307 members 
Mstep: Class 8 contains 180800 members 
Mstep: Class 9 contains 77263 members 
Mstep: Class 10 contains 140687 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175165 members 
Mstep: Class 13 contains 154364 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 3476 members 
Mstep: Class 16 contains 7409 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971296.000000 Penalty: 41147.996094
Iteration 186Q: 19 clusters Score -1.279713e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159729 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168330 members 
Mstep: Class 4 contains 116723 members 
Mstep: Class 5 contains 26066 members 
Mstep: Class 6 contains 9306 members 
Mstep: Class 8 contains 180801 members 
Mstep: Class 9 contains 77263 members 
Mstep: Class 10 contains 140687 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175164 members 
Mstep: Class 13 contains 154364 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 3476 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971272.000000 Penalty: 41147.996094
Iteration 187Q: 19 clusters Score -1.279713e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159731 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168330 members 
Mstep: Class 4 contains 116723 members 
Mstep: Class 5 contains 26065 members 
Mstep: Class 6 contains 9305 members 
Mstep: Class 8 contains 180803 members 
Mstep: Class 9 contains 77263 members 
Mstep: Class 10 contains 140685 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175164 members 
Mstep: Class 13 contains 154364 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 3476 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971296.000000 Penalty: 41147.996094
Iteration 188Q: 19 clusters Score -1.279713e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159732 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168329 members 
Mstep: Class 4 contains 116723 members 
Mstep: Class 5 contains 26064 members 
Mstep: Class 6 contains 9307 members 
Mstep: Class 8 contains 180805 members 
Mstep: Class 9 contains 77263 members 
Mstep: Class 10 contains 140684 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175164 members 
Mstep: Class 13 contains 154361 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971280.000000 Penalty: 41147.996094
Iteration 189Q: 19 clusters Score -1.279713e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159733 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168329 members 
Mstep: Class 4 contains 116723 members 
Mstep: Class 5 contains 26064 members 
Mstep: Class 6 contains 9309 members 
Mstep: Class 8 contains 180810 members 
Mstep: Class 9 contains 77263 members 
Mstep: Class 10 contains 140681 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175163 members 
Mstep: Class 13 contains 154357 members 
Mstep: Class 14 contains 2767 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971336.000000 Penalty: 41147.996094
Iteration 190Q: 19 clusters Score -1.279713e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159735 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168328 members 
Mstep: Class 4 contains 116723 members 
Mstep: Class 5 contains 26065 members 
Mstep: Class 6 contains 9310 members 
Mstep: Class 8 contains 180810 members 
Mstep: Class 9 contains 77264 members 
Mstep: Class 10 contains 140680 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175165 members 
Mstep: Class 13 contains 154355 members 
Mstep: Class 14 contains 2765 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971320.000000 Penalty: 41147.996094
Iteration 191Q: 19 clusters Score -1.279713e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159735 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168330 members 
Mstep: Class 4 contains 116723 members 
Mstep: Class 5 contains 26066 members 
Mstep: Class 6 contains 9309 members 
Mstep: Class 8 contains 180814 members 
Mstep: Class 9 contains 77264 members 
Mstep: Class 10 contains 140679 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175164 members 
Mstep: Class 13 contains 154352 members 
Mstep: Class 14 contains 2764 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971336.000000 Penalty: 41147.996094
Iteration 192Q: 19 clusters Score -1.279713e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159734 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168329 members 
Mstep: Class 4 contains 116722 members 
Mstep: Class 5 contains 26069 members 
Mstep: Class 6 contains 9308 members 
Mstep: Class 8 contains 180815 members 
Mstep: Class 9 contains 77264 members 
Mstep: Class 10 contains 140679 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175164 members 
Mstep: Class 13 contains 154352 members 
Mstep: Class 14 contains 2764 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39762 members 
Mstep: Class 21 contains 14558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971384.000000 Penalty: 41147.996094
Iteration 193Q: 19 clusters Score -1.279714e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159735 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168328 members 
Mstep: Class 4 contains 116721 members 
Mstep: Class 5 contains 26072 members 
Mstep: Class 6 contains 9309 members 
Mstep: Class 8 contains 180814 members 
Mstep: Class 9 contains 77263 members 
Mstep: Class 10 contains 140678 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175164 members 
Mstep: Class 13 contains 154351 members 
Mstep: Class 14 contains 2764 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39762 members 
Mstep: Class 21 contains 14559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971400.000000 Penalty: 41147.996094
Iteration 194Q: 19 clusters Score -1.279714e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159737 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168328 members 
Mstep: Class 4 contains 116719 members 
Mstep: Class 5 contains 26072 members 
Mstep: Class 6 contains 9310 members 
Mstep: Class 8 contains 180813 members 
Mstep: Class 9 contains 77263 members 
Mstep: Class 10 contains 140678 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175164 members 
Mstep: Class 13 contains 154351 members 
Mstep: Class 14 contains 2764 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39762 members 
Mstep: Class 21 contains 14559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971408.000000 Penalty: 41147.996094
Iteration 195Q: 19 clusters Score -1.279714e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159736 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168327 members 
Mstep: Class 4 contains 116720 members 
Mstep: Class 5 contains 26072 members 
Mstep: Class 6 contains 9310 members 
Mstep: Class 8 contains 180813 members 
Mstep: Class 9 contains 77263 members 
Mstep: Class 10 contains 140679 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175164 members 
Mstep: Class 13 contains 154351 members 
Mstep: Class 14 contains 2764 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39762 members 
Mstep: Class 21 contains 14559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971408.000000 Penalty: 41147.996094
Iteration 196Q: 19 clusters Score -1.279714e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159733 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168327 members 
Mstep: Class 4 contains 116721 members 
Mstep: Class 5 contains 26072 members 
Mstep: Class 6 contains 9310 members 
Mstep: Class 8 contains 180813 members 
Mstep: Class 9 contains 77264 members 
Mstep: Class 10 contains 140679 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175164 members 
Mstep: Class 13 contains 154352 members 
Mstep: Class 14 contains 2764 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39762 members 
Mstep: Class 21 contains 14559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971432.000000 Penalty: 41147.996094
Iteration 197Q: 19 clusters Score -1.279714e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159734 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168327 members 
Mstep: Class 4 contains 116721 members 
Mstep: Class 5 contains 26072 members 
Mstep: Class 6 contains 9310 members 
Mstep: Class 8 contains 180814 members 
Mstep: Class 9 contains 77262 members 
Mstep: Class 10 contains 140679 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175164 members 
Mstep: Class 13 contains 154352 members 
Mstep: Class 14 contains 2764 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39762 members 
Mstep: Class 21 contains 14559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971432.000000 Penalty: 41147.996094
Iteration 198Q: 19 clusters Score -1.279714e+08 nChanged 1
Entering ConstructFrom: 
Score: -127971432.000000 Penalty: 41147.996094
Entering ConstructFrom: 
Trying to split cluster 1 (159735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159735 members 
Entering Unmasked Estep 
Score: -16077856.000000 Penalty: 1946.956665
	Iteration 0F: 2 clusters Score -1.607786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79778 members 
Mstep: Class 2 contains 79957 members 
Entering Unmasked Estep 
Score: -15972850.000000 Penalty: 3893.913330
	Iteration 0F: 3 clusters Score -1.597285e+07 nChanged 76998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78110 members 
Mstep: Class 2 contains 81625 members 
Entering Unmasked Estep 
Score: -16018056.000000 Penalty: 3893.913330
	Iteration 1F: 3 clusters Score -1.601806e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77119 members 
Mstep: Class 2 contains 82616 members 
Entering Unmasked Estep 
Score: -16018694.000000 Penalty: 3893.913330
	Iteration 2Q: 3 clusters Score -1.601869e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75452 members 
Mstep: Class 2 contains 84283 members 
Entering Unmasked Estep 
Score: -16019340.000000 Penalty: 3893.913330
	Iteration 3Q: 3 clusters Score -1.601934e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72801 members 
Mstep: Class 2 contains 86934 members 
Entering Unmasked Estep 
Score: -16020561.000000 Penalty: 3893.913330
	Iteration 4Q: 3 clusters Score -1.602056e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 91022 members 
Entering Unmasked Estep 
Score: -16022387.000000 Penalty: 3893.913330
	Iteration 5Q: 3 clusters Score -1.602239e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 97148 members 
Entering Unmasked Estep 
Score: -16025380.000000 Penalty: 3893.913330
	Iteration 6Q: 3 clusters Score -1.602538e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 105925 members 
Entering Unmasked Estep 
Score: -16030846.000000 Penalty: 3893.913330
	Iteration 7F: 3 clusters Score -1.603085e+07 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 117645 members 
Entering Unmasked Estep 
Score: -16039909.000000 Penalty: 3893.913330
	Iteration 8F: 3 clusters Score -1.603991e+07 nChanged 13202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 130801 members 
Entering Unmasked Estep 
Score: -16051437.000000 Penalty: 3893.913330
	Iteration 9F: 3 clusters Score -1.605144e+07 nChanged 11785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 142564 members 
Entering Unmasked Estep 
Score: -16062303.000000 Penalty: 3893.913330
	Iteration 10F: 3 clusters Score -1.60623e+07 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 150948 members 
Entering Unmasked Estep 
Score: -16069463.000000 Penalty: 3893.913330
	Iteration 11F: 3 clusters Score -1.606946e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 155454 members 
Entering Unmasked Estep 
Score: -16073067.000000 Penalty: 3893.913330
	Iteration 12Q: 3 clusters Score -1.607307e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 157706 members 
Entering Unmasked Estep 
Score: -16074770.000000 Penalty: 3893.913330
	Iteration 13Q: 3 clusters Score -1.607477e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 158752 members 
Entering Unmasked Estep 
Score: -16075545.000000 Penalty: 3893.913330
	Iteration 14Q: 3 clusters Score -1.607554e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 159171 members 
Entering Unmasked Estep 
Score: -16075814.000000 Penalty: 3893.913330
	Iteration 15Q: 3 clusters Score -1.607581e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 159341 members 
Entering Unmasked Estep 
Score: -16075961.000000 Penalty: 3893.913330
	Iteration 16Q: 3 clusters Score -1.607596e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 159407 members 
Entering Unmasked Estep 
Score: -16076048.000000 Penalty: 3893.913330
	Iteration 17Q: 3 clusters Score -1.607605e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 159439 members 
Entering Unmasked Estep 
Score: -16076117.000000 Penalty: 3893.913330
	Iteration 18Q: 3 clusters Score -1.607612e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 159455 members 
Entering Unmasked Estep 
Score: -16076124.000000 Penalty: 3893.913330
	Iteration 19Q: 3 clusters Score -1.607612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 159464 members 
Entering Unmasked Estep 
Score: -16076121.000000 Penalty: 3893.913330
	Iteration 20F: 3 clusters Score -1.607612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 159469 members 
Entering Unmasked Estep 
Score: -16076124.000000 Penalty: 3893.913330
	Iteration 21Q: 3 clusters Score -1.607612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 159471 members 
Entering Unmasked Estep 
Score: -16076133.000000 Penalty: 3893.913330
	Iteration 22Q: 3 clusters Score -1.607613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 159473 members 
Entering Unmasked Estep 
Score: -16076136.000000 Penalty: 3893.913330
	Iteration 23Q: 3 clusters Score -1.607614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 159475 members 
Entering Unmasked Estep 
Score: -16076153.000000 Penalty: 3893.913330
	Iteration 24Q: 3 clusters Score -1.607615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 159477 members 
Entering Unmasked Estep 
Score: -16076149.000000 Penalty: 3893.913330
	Iteration 25Q: 3 clusters Score -1.607615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 159479 members 
Entering Unmasked Estep 
Score: -16076147.000000 Penalty: 3893.913330
	Iteration 26Q: 3 clusters Score -1.607615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 159482 members 
Entering Unmasked Estep 
Score: -16076159.000000 Penalty: 3893.913330
	Iteration 27Q: 3 clusters Score -1.607616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 159485 members 
Entering Unmasked Estep 
Score: -16076167.000000 Penalty: 3893.913330
	Iteration 28Q: 3 clusters Score -1.607617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 159486 members 
Entering Unmasked Estep 
Score: -16076178.000000 Penalty: 3893.913330
	Iteration 29Q: 3 clusters Score -1.607618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 159487 members 
Entering Unmasked Estep 
Score: -16076176.000000 Penalty: 3893.913330
	Iteration 30Q: 3 clusters Score -1.607618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 159491 members 
Entering Unmasked Estep 
Score: -16076172.000000 Penalty: 3893.913330
	Iteration 31Q: 3 clusters Score -1.607617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 159492 members 
Entering Unmasked Estep 
Score: -16076177.000000 Penalty: 3893.913330
	Iteration 32Q: 3 clusters Score -1.607618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 159492 members 
Entering Unmasked Estep 
Score: -16076177.000000 Penalty: 3893.913330
	Iteration 33F: 3 clusters Score -1.607618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Entering Unmasked Estep 
Score: -677843.625000 Penalty: 1430.532104
	Iteration 0F: 2 clusters Score -677843.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -672807.875000 Penalty: 2861.064209
	Iteration 0F: 3 clusters Score -672807.9 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -674354.437500 Penalty: 2861.064209
	Iteration 1F: 3 clusters Score -674354.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -674629.500000 Penalty: 2861.064209
	Iteration 2F: 3 clusters Score -674629.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -674868.312500 Penalty: 2861.064209
	Iteration 3F: 3 clusters Score -674868.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -675049.875000 Penalty: 2861.064209
	Iteration 4Q: 3 clusters Score -675049.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -675237.625000 Penalty: 2861.064209
	Iteration 5Q: 3 clusters Score -675237.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -675435.312500 Penalty: 2861.064209
	Iteration 6Q: 3 clusters Score -675435.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -675641.375000 Penalty: 2861.064209
	Iteration 7Q: 3 clusters Score -675641.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -675810.437500 Penalty: 2861.064209
	Iteration 8Q: 3 clusters Score -675810.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -675955.250000 Penalty: 2861.064209
	Iteration 9Q: 3 clusters Score -675955.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -676078.625000 Penalty: 2861.064209
	Iteration 10Q: 3 clusters Score -676078.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -676168.562500 Penalty: 2861.064209
	Iteration 11Q: 3 clusters Score -676168.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -676228.812500 Penalty: 2861.064209
	Iteration 12Q: 3 clusters Score -676228.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -676271.312500 Penalty: 2861.064209
	Iteration 13Q: 3 clusters Score -676271.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -676309.000000 Penalty: 2861.064209
	Iteration 14Q: 3 clusters Score -676309 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -676345.312500 Penalty: 2861.064209
	Iteration 15Q: 3 clusters Score -676345.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -676373.187500 Penalty: 2861.064209
	Iteration 16Q: 3 clusters Score -676373.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -676401.125000 Penalty: 2861.064209
	Iteration 17Q: 3 clusters Score -676401.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -676418.187500 Penalty: 2861.064209
	Iteration 18Q: 3 clusters Score -676418.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -676432.375000 Penalty: 2861.064209
	Iteration 19Q: 3 clusters Score -676432.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -676447.250000 Penalty: 2861.064209
	Iteration 20F: 3 clusters Score -676447.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -676458.062500 Penalty: 2861.064209
	Iteration 21Q: 3 clusters Score -676458.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -676469.312500 Penalty: 2861.064209
	Iteration 22Q: 3 clusters Score -676469.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -676483.750000 Penalty: 2861.064209
	Iteration 23Q: 3 clusters Score -676483.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -676499.937500 Penalty: 2861.064209
	Iteration 24Q: 3 clusters Score -676499.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -676516.437500 Penalty: 2861.064209
	Iteration 25Q: 3 clusters Score -676516.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -676526.312500 Penalty: 2861.064209
	Iteration 26Q: 3 clusters Score -676526.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -676539.875000 Penalty: 2861.064209
	Iteration 27Q: 3 clusters Score -676539.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -676545.250000 Penalty: 2861.064209
	Iteration 28Q: 3 clusters Score -676545.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -676555.562500 Penalty: 2861.064209
	Iteration 29Q: 3 clusters Score -676555.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -676562.500000 Penalty: 2861.064209
	Iteration 30Q: 3 clusters Score -676562.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -676571.375000 Penalty: 2861.064209
	Iteration 31Q: 3 clusters Score -676571.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -676574.312500 Penalty: 2861.064209
	Iteration 32Q: 3 clusters Score -676574.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -676577.062500 Penalty: 2861.064209
	Iteration 33Q: 3 clusters Score -676577.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -676579.750000 Penalty: 2861.064209
	Iteration 34Q: 3 clusters Score -676579.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -676581.812500 Penalty: 2861.064209
	Iteration 35Q: 3 clusters Score -676581.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -676585.750000 Penalty: 2861.064209
	Iteration 36Q: 3 clusters Score -676585.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -676590.625000 Penalty: 2861.064209
	Iteration 37Q: 3 clusters Score -676590.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -676593.000000 Penalty: 2861.064209
	Iteration 38Q: 3 clusters Score -676593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -676595.750000 Penalty: 2861.064209
	Iteration 39Q: 3 clusters Score -676595.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -676597.062500 Penalty: 2861.064209
	Iteration 40F: 3 clusters Score -676597.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -676598.312500 Penalty: 2861.064209
	Iteration 41Q: 3 clusters Score -676598.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -676601.187500 Penalty: 2861.064209
	Iteration 42Q: 3 clusters Score -676601.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -676601.500000 Penalty: 2861.064209
	Iteration 43Q: 3 clusters Score -676601.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -676603.125000 Penalty: 2861.064209
	Iteration 44Q: 3 clusters Score -676603.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -676605.500000 Penalty: 2861.064209
	Iteration 45Q: 3 clusters Score -676605.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -676603.812500 Penalty: 2861.064209
	Iteration 46Q: 3 clusters Score -676603.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -676605.062500 Penalty: 2861.064209
	Iteration 47Q: 3 clusters Score -676605.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -676606.812500 Penalty: 2861.064209
	Iteration 48Q: 3 clusters Score -676606.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -676606.187500 Penalty: 2861.064209
	Iteration 49Q: 3 clusters Score -676606.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -676608.312500 Penalty: 2861.064209
	Iteration 50Q: 3 clusters Score -676608.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -676607.562500 Penalty: 2861.064209
	Iteration 51Q: 3 clusters Score -676607.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -676608.875000 Penalty: 2861.064209
	Iteration 52Q: 3 clusters Score -676608.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -676610.125000 Penalty: 2861.064209
	Iteration 53Q: 3 clusters Score -676610.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -676609.875000 Penalty: 2861.064209
	Iteration 54Q: 3 clusters Score -676609.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -676608.750000 Penalty: 2861.064209
	Iteration 55Q: 3 clusters Score -676608.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -676609.812500 Penalty: 2861.064209
	Iteration 56Q: 3 clusters Score -676609.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -676609.625000 Penalty: 2861.064209
	Iteration 57Q: 3 clusters Score -676609.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -676610.187500 Penalty: 2861.064209
	Iteration 58Q: 3 clusters Score -676610.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -676611.375000 Penalty: 2861.064209
	Iteration 59Q: 3 clusters Score -676611.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -676611.250000 Penalty: 2861.064209
	Iteration 60F: 3 clusters Score -676611.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -676610.812500 Penalty: 2861.064209
	Iteration 61Q: 3 clusters Score -676610.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -676613.250000 Penalty: 2861.064209
	Iteration 62Q: 3 clusters Score -676613.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -676614.312500 Penalty: 2861.064209
	Iteration 63Q: 3 clusters Score -676614.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -676617.062500 Penalty: 2861.064209
	Iteration 64Q: 3 clusters Score -676617.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -676619.125000 Penalty: 2861.064209
	Iteration 65Q: 3 clusters Score -676619.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -676620.812500 Penalty: 2861.064209
	Iteration 66Q: 3 clusters Score -676620.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -676624.312500 Penalty: 2861.064209
	Iteration 67Q: 3 clusters Score -676624.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -676626.687500 Penalty: 2861.064209
	Iteration 68Q: 3 clusters Score -676626.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -676629.687500 Penalty: 2861.064209
	Iteration 69Q: 3 clusters Score -676629.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -676631.062500 Penalty: 2861.064209
	Iteration 70Q: 3 clusters Score -676631.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -676632.750000 Penalty: 2861.064209
	Iteration 71Q: 3 clusters Score -676632.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -676632.125000 Penalty: 2861.064209
	Iteration 72Q: 3 clusters Score -676632.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -676634.312500 Penalty: 2861.064209
	Iteration 73Q: 3 clusters Score -676634.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -676635.375000 Penalty: 2861.064209
	Iteration 74Q: 3 clusters Score -676635.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -676636.687500 Penalty: 2861.064209
	Iteration 75Q: 3 clusters Score -676636.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -676636.062500 Penalty: 2861.064209
	Iteration 76Q: 3 clusters Score -676636.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -676639.750000 Penalty: 2861.064209
	Iteration 77Q: 3 clusters Score -676639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -676638.062500 Penalty: 2861.064209
	Iteration 78Q: 3 clusters Score -676638.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -676639.500000 Penalty: 2861.064209
	Iteration 79Q: 3 clusters Score -676639.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -676643.250000 Penalty: 2861.064209
	Iteration 80F: 3 clusters Score -676643.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -676645.687500 Penalty: 2861.064209
	Iteration 81Q: 3 clusters Score -676645.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -676647.312500 Penalty: 2861.064209
	Iteration 82Q: 3 clusters Score -676647.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -676650.812500 Penalty: 2861.064209
	Iteration 83Q: 3 clusters Score -676650.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -676650.125000 Penalty: 2861.064209
	Iteration 84Q: 3 clusters Score -676650.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -676651.562500 Penalty: 2861.064209
	Iteration 85Q: 3 clusters Score -676651.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -676651.562500 Penalty: 2861.064209
	Iteration 86Q: 3 clusters Score -676651.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -676651.312500 Penalty: 2861.064209
	Iteration 87Q: 3 clusters Score -676651.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -676652.125000 Penalty: 2861.064209
	Iteration 88Q: 3 clusters Score -676652.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -676652.937500 Penalty: 2861.064209
	Iteration 89Q: 3 clusters Score -676652.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -676652.062500 Penalty: 2861.064209
	Iteration 90Q: 3 clusters Score -676652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -676652.312500 Penalty: 2861.064209
	Iteration 91Q: 3 clusters Score -676652.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -676652.312500 Penalty: 2861.064209
	Iteration 92F: 3 clusters Score -676652.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (168327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168327 members 
Entering Unmasked Estep 
Score: -17292208.000000 Penalty: 1955.470337
	Iteration 0F: 2 clusters Score -1.729221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83723 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -17186630.000000 Penalty: 3910.940674
	Iteration 0F: 3 clusters Score -1.718663e+07 nChanged 81037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76162 members 
Mstep: Class 2 contains 92165 members 
Entering Unmasked Estep 
Score: -17235114.000000 Penalty: 3910.940674
	Iteration 1F: 3 clusters Score -1.723511e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71739 members 
Mstep: Class 2 contains 96588 members 
Entering Unmasked Estep 
Score: -17237036.000000 Penalty: 3910.940674
	Iteration 2Q: 3 clusters Score -1.723704e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65266 members 
Mstep: Class 2 contains 103061 members 
Entering Unmasked Estep 
Score: -17240394.000000 Penalty: 3910.940674
	Iteration 3Q: 3 clusters Score -1.724039e+07 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 112066 members 
Entering Unmasked Estep 
Score: -17246004.000000 Penalty: 3910.940674
	Iteration 4F: 3 clusters Score -1.7246e+07 nChanged 11877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 123221 members 
Entering Unmasked Estep 
Score: -17254470.000000 Penalty: 3910.940674
	Iteration 5F: 3 clusters Score -1.725447e+07 nChanged 12656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 135293 members 
Entering Unmasked Estep 
Score: -17264676.000000 Penalty: 3910.940674
	Iteration 6F: 3 clusters Score -1.726468e+07 nChanged 10892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 145747 members 
Entering Unmasked Estep 
Score: -17274132.000000 Penalty: 3910.940674
	Iteration 7F: 3 clusters Score -1.727413e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 153309 members 
Entering Unmasked Estep 
Score: -17280586.000000 Penalty: 3910.940674
	Iteration 8Q: 3 clusters Score -1.728059e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 158396 members 
Entering Unmasked Estep 
Score: -17284492.000000 Penalty: 3910.940674
	Iteration 9Q: 3 clusters Score -1.728449e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 161626 members 
Entering Unmasked Estep 
Score: -17286946.000000 Penalty: 3910.940674
	Iteration 10Q: 3 clusters Score -1.728695e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 163669 members 
Entering Unmasked Estep 
Score: -17288328.000000 Penalty: 3910.940674
	Iteration 11Q: 3 clusters Score -1.728833e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 164989 members 
Entering Unmasked Estep 
Score: -17289172.000000 Penalty: 3910.940674
	Iteration 12Q: 3 clusters Score -1.728917e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 165818 members 
Entering Unmasked Estep 
Score: -17289724.000000 Penalty: 3910.940674
	Iteration 13Q: 3 clusters Score -1.728972e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 166347 members 
Entering Unmasked Estep 
Score: -17289984.000000 Penalty: 3910.940674
	Iteration 14Q: 3 clusters Score -1.728998e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 166703 members 
Entering Unmasked Estep 
Score: -17290184.000000 Penalty: 3910.940674
	Iteration 15Q: 3 clusters Score -1.729018e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 166935 members 
Entering Unmasked Estep 
Score: -17290288.000000 Penalty: 3910.940674
	Iteration 16Q: 3 clusters Score -1.729029e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 167089 members 
Entering Unmasked Estep 
Score: -17290362.000000 Penalty: 3910.940674
	Iteration 17Q: 3 clusters Score -1.729036e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 167204 members 
Entering Unmasked Estep 
Score: -17290430.000000 Penalty: 3910.940674
	Iteration 18Q: 3 clusters Score -1.729043e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 167283 members 
Entering Unmasked Estep 
Score: -17290464.000000 Penalty: 3910.940674
	Iteration 19Q: 3 clusters Score -1.729046e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 167333 members 
Entering Unmasked Estep 
Score: -17290462.000000 Penalty: 3910.940674
	Iteration 20F: 3 clusters Score -1.729046e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 167373 members 
Entering Unmasked Estep 
Score: -17290492.000000 Penalty: 3910.940674
	Iteration 21Q: 3 clusters Score -1.729049e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 167416 members 
Entering Unmasked Estep 
Score: -17290526.000000 Penalty: 3910.940674
	Iteration 22Q: 3 clusters Score -1.729053e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 167443 members 
Entering Unmasked Estep 
Score: -17290534.000000 Penalty: 3910.940674
	Iteration 23Q: 3 clusters Score -1.729053e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 167463 members 
Entering Unmasked Estep 
Score: -17290546.000000 Penalty: 3910.940674
	Iteration 24Q: 3 clusters Score -1.729055e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 167477 members 
Entering Unmasked Estep 
Score: -17290518.000000 Penalty: 3910.940674
	Iteration 25Q: 3 clusters Score -1.729052e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 167485 members 
Entering Unmasked Estep 
Score: -17290532.000000 Penalty: 3910.940674
	Iteration 26Q: 3 clusters Score -1.729053e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 167493 members 
Entering Unmasked Estep 
Score: -17290534.000000 Penalty: 3910.940674
	Iteration 27Q: 3 clusters Score -1.729053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 167497 members 
Entering Unmasked Estep 
Score: -17290560.000000 Penalty: 3910.940674
	Iteration 28Q: 3 clusters Score -1.729056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 167499 members 
Entering Unmasked Estep 
Score: -17290560.000000 Penalty: 3910.940674
	Iteration 29Q: 3 clusters Score -1.729056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 167507 members 
Entering Unmasked Estep 
Score: -17290562.000000 Penalty: 3910.940674
	Iteration 30Q: 3 clusters Score -1.729056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 167517 members 
Entering Unmasked Estep 
Score: -17290556.000000 Penalty: 3910.940674
	Iteration 31Q: 3 clusters Score -1.729056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 167518 members 
Entering Unmasked Estep 
Score: -17290556.000000 Penalty: 3910.940674
	Iteration 32Q: 3 clusters Score -1.729056e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 167529 members 
Entering Unmasked Estep 
Score: -17290576.000000 Penalty: 3910.940674
	Iteration 33Q: 3 clusters Score -1.729058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 167536 members 
Entering Unmasked Estep 
Score: -17290578.000000 Penalty: 3910.940674
	Iteration 34Q: 3 clusters Score -1.729058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 167538 members 
Entering Unmasked Estep 
Score: -17290586.000000 Penalty: 3910.940674
	Iteration 35Q: 3 clusters Score -1.729059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 167543 members 
Entering Unmasked Estep 
Score: -17290592.000000 Penalty: 3910.940674
	Iteration 36Q: 3 clusters Score -1.729059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 167546 members 
Entering Unmasked Estep 
Score: -17290592.000000 Penalty: 3910.940674
	Iteration 37Q: 3 clusters Score -1.729059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 167547 members 
Entering Unmasked Estep 
Score: -17290600.000000 Penalty: 3910.940674
	Iteration 38Q: 3 clusters Score -1.72906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 167550 members 
Entering Unmasked Estep 
Score: -17290614.000000 Penalty: 3910.940674
	Iteration 39Q: 3 clusters Score -1.729061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 167551 members 
Entering Unmasked Estep 
Score: -17290612.000000 Penalty: 3910.940674
	Iteration 40F: 3 clusters Score -1.729061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 167554 members 
Entering Unmasked Estep 
Score: -17290620.000000 Penalty: 3910.940674
	Iteration 41Q: 3 clusters Score -1.729062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 167559 members 
Entering Unmasked Estep 
Score: -17290620.000000 Penalty: 3910.940674
	Iteration 42Q: 3 clusters Score -1.729062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 167569 members 
Entering Unmasked Estep 
Score: -17290606.000000 Penalty: 3910.940674
	Iteration 43Q: 3 clusters Score -1.729061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 167572 members 
Entering Unmasked Estep 
Score: -17290606.000000 Penalty: 3910.940674
	Iteration 44Q: 3 clusters Score -1.729061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 167573 members 
Entering Unmasked Estep 
Score: -17290604.000000 Penalty: 3910.940674
	Iteration 45Q: 3 clusters Score -1.72906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 167573 members 
Entering Unmasked Estep 
Score: -17290612.000000 Penalty: 3910.940674
	Iteration 46Q: 3 clusters Score -1.729061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 167576 members 
Entering Unmasked Estep 
Score: -17290606.000000 Penalty: 3910.940674
	Iteration 47Q: 3 clusters Score -1.729061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 167579 members 
Entering Unmasked Estep 
Score: -17290602.000000 Penalty: 3910.940674
	Iteration 48Q: 3 clusters Score -1.72906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 167579 members 
Entering Unmasked Estep 
Score: -17290600.000000 Penalty: 3910.940674
	Iteration 49Q: 3 clusters Score -1.72906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 167584 members 
Entering Unmasked Estep 
Score: -17290604.000000 Penalty: 3910.940674
	Iteration 50Q: 3 clusters Score -1.72906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 167585 members 
Entering Unmasked Estep 
Score: -17290616.000000 Penalty: 3910.940674
	Iteration 51Q: 3 clusters Score -1.729062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 167588 members 
Entering Unmasked Estep 
Score: -17290608.000000 Penalty: 3910.940674
	Iteration 52Q: 3 clusters Score -1.729061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 167593 members 
Entering Unmasked Estep 
Score: -17290608.000000 Penalty: 3910.940674
	Iteration 53Q: 3 clusters Score -1.729061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 167593 members 
Entering Unmasked Estep 
Score: -17290606.000000 Penalty: 3910.940674
	Iteration 54Q: 3 clusters Score -1.729061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 167595 members 
Entering Unmasked Estep 
Score: -17290612.000000 Penalty: 3910.940674
	Iteration 55Q: 3 clusters Score -1.729061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 167598 members 
Entering Unmasked Estep 
Score: -17290624.000000 Penalty: 3910.940674
	Iteration 56Q: 3 clusters Score -1.729062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 167599 members 
Entering Unmasked Estep 
Score: -17290628.000000 Penalty: 3910.940674
	Iteration 57Q: 3 clusters Score -1.729063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 167600 members 
Entering Unmasked Estep 
Score: -17290624.000000 Penalty: 3910.940674
	Iteration 58Q: 3 clusters Score -1.729062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 167600 members 
Entering Unmasked Estep 
Score: -17290624.000000 Penalty: 3910.940674
	Iteration 59F: 3 clusters Score -1.729062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (116721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116721 members 
Entering Unmasked Estep 
Score: -11984947.000000 Penalty: 1895.975464
	Iteration 0F: 2 clusters Score -1.198495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 58278 members 
Entering Unmasked Estep 
Score: -11907053.000000 Penalty: 3791.950928
	Iteration 0F: 3 clusters Score -1.190705e+07 nChanged 56176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60901 members 
Mstep: Class 2 contains 55820 members 
Entering Unmasked Estep 
Score: -11940526.000000 Penalty: 3791.950928
	Iteration 1F: 3 clusters Score -1.194053e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -11942708.000000 Penalty: 3791.950928
	Iteration 2Q: 3 clusters Score -1.194271e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -11946519.000000 Penalty: 3791.950928
	Iteration 3F: 3 clusters Score -1.194652e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70888 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -11952498.000000 Penalty: 3791.950928
	Iteration 4F: 3 clusters Score -1.19525e+07 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76931 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -11960022.000000 Penalty: 3791.950928
	Iteration 5F: 3 clusters Score -1.196002e+07 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82742 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -11967994.000000 Penalty: 3791.950928
	Iteration 6F: 3 clusters Score -1.196799e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87083 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -11973840.000000 Penalty: 3791.950928
	Iteration 7F: 3 clusters Score -1.197384e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89955 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -11976832.000000 Penalty: 3791.950928
	Iteration 8Q: 3 clusters Score -1.197683e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92120 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -11978267.000000 Penalty: 3791.950928
	Iteration 9Q: 3 clusters Score -1.197827e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93937 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -11979287.000000 Penalty: 3791.950928
	Iteration 10Q: 3 clusters Score -1.197929e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95524 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -11979972.000000 Penalty: 3791.950928
	Iteration 11Q: 3 clusters Score -1.197997e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96924 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -11980436.000000 Penalty: 3791.950928
	Iteration 12Q: 3 clusters Score -1.198044e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98165 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -11980868.000000 Penalty: 3791.950928
	Iteration 13Q: 3 clusters Score -1.198087e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99362 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -11981234.000000 Penalty: 3791.950928
	Iteration 14Q: 3 clusters Score -1.198123e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100406 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -11981558.000000 Penalty: 3791.950928
	Iteration 15Q: 3 clusters Score -1.198156e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101278 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -11981805.000000 Penalty: 3791.950928
	Iteration 16Q: 3 clusters Score -1.19818e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102057 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -11981937.000000 Penalty: 3791.950928
	Iteration 17Q: 3 clusters Score -1.198194e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102816 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -11982115.000000 Penalty: 3791.950928
	Iteration 18Q: 3 clusters Score -1.198212e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103582 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -11982263.000000 Penalty: 3791.950928
	Iteration 19Q: 3 clusters Score -1.198226e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104323 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -11982437.000000 Penalty: 3791.950928
	Iteration 20F: 3 clusters Score -1.198244e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105048 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -11982575.000000 Penalty: 3791.950928
	Iteration 21Q: 3 clusters Score -1.198258e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105758 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -11982712.000000 Penalty: 3791.950928
	Iteration 22Q: 3 clusters Score -1.198271e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106364 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -11982817.000000 Penalty: 3791.950928
	Iteration 23Q: 3 clusters Score -1.198282e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106945 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -11982975.000000 Penalty: 3791.950928
	Iteration 24Q: 3 clusters Score -1.198298e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107509 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -11983092.000000 Penalty: 3791.950928
	Iteration 25Q: 3 clusters Score -1.198309e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108033 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -11983211.000000 Penalty: 3791.950928
	Iteration 26Q: 3 clusters Score -1.198321e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108542 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -11983342.000000 Penalty: 3791.950928
	Iteration 27Q: 3 clusters Score -1.198334e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109016 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -11983441.000000 Penalty: 3791.950928
	Iteration 28Q: 3 clusters Score -1.198344e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109446 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -11983539.000000 Penalty: 3791.950928
	Iteration 29Q: 3 clusters Score -1.198354e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109828 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -11983580.000000 Penalty: 3791.950928
	Iteration 30Q: 3 clusters Score -1.198358e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110179 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -11983674.000000 Penalty: 3791.950928
	Iteration 31Q: 3 clusters Score -1.198367e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110473 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -11983722.000000 Penalty: 3791.950928
	Iteration 32Q: 3 clusters Score -1.198372e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110736 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -11983770.000000 Penalty: 3791.950928
	Iteration 33Q: 3 clusters Score -1.198377e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111015 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -11983818.000000 Penalty: 3791.950928
	Iteration 34Q: 3 clusters Score -1.198382e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111283 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -11983915.000000 Penalty: 3791.950928
	Iteration 35Q: 3 clusters Score -1.198392e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111533 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -11983939.000000 Penalty: 3791.950928
	Iteration 36Q: 3 clusters Score -1.198394e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111750 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -11983971.000000 Penalty: 3791.950928
	Iteration 37Q: 3 clusters Score -1.198397e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111965 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -11984006.000000 Penalty: 3791.950928
	Iteration 38Q: 3 clusters Score -1.198401e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112157 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -11984046.000000 Penalty: 3791.950928
	Iteration 39Q: 3 clusters Score -1.198405e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112330 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -11984085.000000 Penalty: 3791.950928
	Iteration 40F: 3 clusters Score -1.198408e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112479 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -11984095.000000 Penalty: 3791.950928
	Iteration 41Q: 3 clusters Score -1.19841e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112596 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -11984124.000000 Penalty: 3791.950928
	Iteration 42Q: 3 clusters Score -1.198412e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112708 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -11984116.000000 Penalty: 3791.950928
	Iteration 43Q: 3 clusters Score -1.198412e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112810 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -11984111.000000 Penalty: 3791.950928
	Iteration 44Q: 3 clusters Score -1.198411e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112892 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -11984109.000000 Penalty: 3791.950928
	Iteration 45Q: 3 clusters Score -1.198411e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112971 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -11984133.000000 Penalty: 3791.950928
	Iteration 46Q: 3 clusters Score -1.198413e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113047 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -11984124.000000 Penalty: 3791.950928
	Iteration 47Q: 3 clusters Score -1.198412e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113114 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -11984153.000000 Penalty: 3791.950928
	Iteration 48Q: 3 clusters Score -1.198415e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113166 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -11984159.000000 Penalty: 3791.950928
	Iteration 49Q: 3 clusters Score -1.198416e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113204 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -11984148.000000 Penalty: 3791.950928
	Iteration 50Q: 3 clusters Score -1.198415e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113239 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -11984142.000000 Penalty: 3791.950928
	Iteration 51Q: 3 clusters Score -1.198414e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113271 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -11984146.000000 Penalty: 3791.950928
	Iteration 52Q: 3 clusters Score -1.198415e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113291 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -11984156.000000 Penalty: 3791.950928
	Iteration 53Q: 3 clusters Score -1.198416e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113316 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -11984166.000000 Penalty: 3791.950928
	Iteration 54Q: 3 clusters Score -1.198417e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113339 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -11984171.000000 Penalty: 3791.950928
	Iteration 55Q: 3 clusters Score -1.198417e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113366 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -11984177.000000 Penalty: 3791.950928
	Iteration 56Q: 3 clusters Score -1.198418e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113389 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -11984170.000000 Penalty: 3791.950928
	Iteration 57Q: 3 clusters Score -1.198417e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113409 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -11984177.000000 Penalty: 3791.950928
	Iteration 58Q: 3 clusters Score -1.198418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113426 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -11984180.000000 Penalty: 3791.950928
	Iteration 59Q: 3 clusters Score -1.198418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113440 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -11984176.000000 Penalty: 3791.950928
	Iteration 60F: 3 clusters Score -1.198418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113454 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -11984186.000000 Penalty: 3791.950928
	Iteration 61Q: 3 clusters Score -1.198419e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113474 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -11984181.000000 Penalty: 3791.950928
	Iteration 62Q: 3 clusters Score -1.198418e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113493 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -11984202.000000 Penalty: 3791.950928
	Iteration 63Q: 3 clusters Score -1.19842e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113507 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -11984194.000000 Penalty: 3791.950928
	Iteration 64Q: 3 clusters Score -1.198419e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113530 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -11984200.000000 Penalty: 3791.950928
	Iteration 65Q: 3 clusters Score -1.19842e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113552 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -11984206.000000 Penalty: 3791.950928
	Iteration 66Q: 3 clusters Score -1.198421e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113569 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -11984200.000000 Penalty: 3791.950928
	Iteration 67Q: 3 clusters Score -1.19842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113583 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -11984198.000000 Penalty: 3791.950928
	Iteration 68Q: 3 clusters Score -1.19842e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113601 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -11984193.000000 Penalty: 3791.950928
	Iteration 69Q: 3 clusters Score -1.198419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113618 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -11984195.000000 Penalty: 3791.950928
	Iteration 70Q: 3 clusters Score -1.19842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113633 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -11984194.000000 Penalty: 3791.950928
	Iteration 71Q: 3 clusters Score -1.198419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113651 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -11984187.000000 Penalty: 3791.950928
	Iteration 72Q: 3 clusters Score -1.198419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113660 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -11984183.000000 Penalty: 3791.950928
	Iteration 73Q: 3 clusters Score -1.198418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113673 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -11984174.000000 Penalty: 3791.950928
	Iteration 74Q: 3 clusters Score -1.198417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113686 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -11984174.000000 Penalty: 3791.950928
	Iteration 75Q: 3 clusters Score -1.198417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113699 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -11984181.000000 Penalty: 3791.950928
	Iteration 76Q: 3 clusters Score -1.198418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113709 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -11984183.000000 Penalty: 3791.950928
	Iteration 77Q: 3 clusters Score -1.198418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113721 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -11984194.000000 Penalty: 3791.950928
	Iteration 78Q: 3 clusters Score -1.198419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113735 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -11984188.000000 Penalty: 3791.950928
	Iteration 79Q: 3 clusters Score -1.198419e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113757 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -11984211.000000 Penalty: 3791.950928
	Iteration 80F: 3 clusters Score -1.198421e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113781 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -11984212.000000 Penalty: 3791.950928
	Iteration 81Q: 3 clusters Score -1.198421e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113804 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -11984221.000000 Penalty: 3791.950928
	Iteration 82Q: 3 clusters Score -1.198422e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113822 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -11984218.000000 Penalty: 3791.950928
	Iteration 83Q: 3 clusters Score -1.198422e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113840 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -11984223.000000 Penalty: 3791.950928
	Iteration 84Q: 3 clusters Score -1.198422e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113860 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -11984222.000000 Penalty: 3791.950928
	Iteration 85Q: 3 clusters Score -1.198422e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113876 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -11984231.000000 Penalty: 3791.950928
	Iteration 86Q: 3 clusters Score -1.198423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113888 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -11984227.000000 Penalty: 3791.950928
	Iteration 87Q: 3 clusters Score -1.198423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113894 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -11984225.000000 Penalty: 3791.950928
	Iteration 88Q: 3 clusters Score -1.198422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113901 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -11984220.000000 Penalty: 3791.950928
	Iteration 89Q: 3 clusters Score -1.198422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113908 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -11984221.000000 Penalty: 3791.950928
	Iteration 90Q: 3 clusters Score -1.198422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113914 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -11984215.000000 Penalty: 3791.950928
	Iteration 91Q: 3 clusters Score -1.198422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113918 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -11984212.000000 Penalty: 3791.950928
	Iteration 92Q: 3 clusters Score -1.198421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113920 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -11984215.000000 Penalty: 3791.950928
	Iteration 93Q: 3 clusters Score -1.198422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113921 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -11984212.000000 Penalty: 3791.950928
	Iteration 94Q: 3 clusters Score -1.198421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113922 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -11984214.000000 Penalty: 3791.950928
	Iteration 95Q: 3 clusters Score -1.198421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113924 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -11984211.000000 Penalty: 3791.950928
	Iteration 96Q: 3 clusters Score -1.198421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113924 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -11984211.000000 Penalty: 3791.950928
	Iteration 97F: 3 clusters Score -1.198421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Entering Unmasked Estep 
Score: -2565607.750000 Penalty: 1652.400269
	Iteration 0F: 2 clusters Score -2565608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2547914.750000 Penalty: 3304.800537
	Iteration 0F: 3 clusters Score -2547915 nChanged 11946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2554534.250000 Penalty: 3304.800537
	Iteration 1F: 3 clusters Score -2554534 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2554954.500000 Penalty: 3304.800537
	Iteration 2Q: 3 clusters Score -2554954 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2555362.250000 Penalty: 3304.800537
	Iteration 3Q: 3 clusters Score -2555362 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2555806.250000 Penalty: 3304.800537
	Iteration 4Q: 3 clusters Score -2555806 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2556386.500000 Penalty: 3304.800537
	Iteration 5Q: 3 clusters Score -2556386 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2557138.250000 Penalty: 3304.800537
	Iteration 6F: 3 clusters Score -2557138 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2558285.500000 Penalty: 3304.800537
	Iteration 7F: 3 clusters Score -2558286 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2559818.250000 Penalty: 3304.800537
	Iteration 8F: 3 clusters Score -2559818 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -2561477.250000 Penalty: 3304.800537
	Iteration 9F: 3 clusters Score -2561477 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -2562788.250000 Penalty: 3304.800537
	Iteration 10F: 3 clusters Score -2562788 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -2563493.750000 Penalty: 3304.800537
	Iteration 11Q: 3 clusters Score -2563494 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -2563836.750000 Penalty: 3304.800537
	Iteration 12Q: 3 clusters Score -2563837 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -2563990.500000 Penalty: 3304.800537
	Iteration 13Q: 3 clusters Score -2563990 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -2564085.250000 Penalty: 3304.800537
	Iteration 14Q: 3 clusters Score -2564085 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -2564138.000000 Penalty: 3304.800537
	Iteration 15Q: 3 clusters Score -2564138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -2564162.750000 Penalty: 3304.800537
	Iteration 16Q: 3 clusters Score -2564163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -2564172.000000 Penalty: 3304.800537
	Iteration 17Q: 3 clusters Score -2564172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -2564183.750000 Penalty: 3304.800537
	Iteration 18Q: 3 clusters Score -2564184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -2564187.750000 Penalty: 3304.800537
	Iteration 19Q: 3 clusters Score -2564188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -2564191.750000 Penalty: 3304.800537
	Iteration 20F: 3 clusters Score -2564192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -2564195.000000 Penalty: 3304.800537
	Iteration 21Q: 3 clusters Score -2564195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -2564195.000000 Penalty: 3304.800537
	Iteration 22F: 3 clusters Score -2564195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Entering Unmasked Estep 
Score: -955840.250000 Penalty: 1485.062256
	Iteration 0F: 2 clusters Score -955840.2 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 4758 members 
Entering Unmasked Estep 
Score: -949170.875000 Penalty: 2970.124512
	Iteration 0F: 3 clusters Score -949170.9 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -951282.062500 Penalty: 2970.124512
	Iteration 1F: 3 clusters Score -951282.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -951587.062500 Penalty: 2970.124512
	Iteration 2F: 3 clusters Score -951587.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -951872.687500 Penalty: 2970.124512
	Iteration 3F: 3 clusters Score -951872.7 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -952205.125000 Penalty: 2970.124512
	Iteration 4F: 3 clusters Score -952205.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -952597.812500 Penalty: 2970.124512
	Iteration 5F: 3 clusters Score -952597.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -953013.500000 Penalty: 2970.124512
	Iteration 6F: 3 clusters Score -953013.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -953434.500000 Penalty: 2970.124512
	Iteration 7F: 3 clusters Score -953434.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -953746.125000 Penalty: 2970.124512
	Iteration 8Q: 3 clusters Score -953746.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -953958.187500 Penalty: 2970.124512
	Iteration 9Q: 3 clusters Score -953958.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -954109.875000 Penalty: 2970.124512
	Iteration 10Q: 3 clusters Score -954109.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -954212.625000 Penalty: 2970.124512
	Iteration 11Q: 3 clusters Score -954212.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -954275.500000 Penalty: 2970.124512
	Iteration 12Q: 3 clusters Score -954275.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -954336.562500 Penalty: 2970.124512
	Iteration 13Q: 3 clusters Score -954336.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -954380.000000 Penalty: 2970.124512
	Iteration 14Q: 3 clusters Score -954380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -954404.625000 Penalty: 2970.124512
	Iteration 15Q: 3 clusters Score -954404.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -954422.812500 Penalty: 2970.124512
	Iteration 16Q: 3 clusters Score -954422.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -954435.000000 Penalty: 2970.124512
	Iteration 17Q: 3 clusters Score -954435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -954443.812500 Penalty: 2970.124512
	Iteration 18Q: 3 clusters Score -954443.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -954451.625000 Penalty: 2970.124512
	Iteration 19Q: 3 clusters Score -954451.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -954459.125000 Penalty: 2970.124512
	Iteration 20F: 3 clusters Score -954459.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -954466.187500 Penalty: 2970.124512
	Iteration 21Q: 3 clusters Score -954466.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -954470.062500 Penalty: 2970.124512
	Iteration 22Q: 3 clusters Score -954470.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -954475.250000 Penalty: 2970.124512
	Iteration 23Q: 3 clusters Score -954475.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -954479.687500 Penalty: 2970.124512
	Iteration 24Q: 3 clusters Score -954479.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -954479.750000 Penalty: 2970.124512
	Iteration 25Q: 3 clusters Score -954479.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -954483.125000 Penalty: 2970.124512
	Iteration 26Q: 3 clusters Score -954483.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -954484.250000 Penalty: 2970.124512
	Iteration 27Q: 3 clusters Score -954484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -954484.250000 Penalty: 2970.124512
	Iteration 28Q: 3 clusters Score -954484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -954485.000000 Penalty: 2970.124512
	Iteration 29Q: 3 clusters Score -954485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -954485.187500 Penalty: 2970.124512
	Iteration 30Q: 3 clusters Score -954485.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -954485.875000 Penalty: 2970.124512
	Iteration 31Q: 3 clusters Score -954485.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -954484.812500 Penalty: 2970.124512
	Iteration 32Q: 3 clusters Score -954484.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -954488.500000 Penalty: 2970.124512
	Iteration 33Q: 3 clusters Score -954488.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -954487.687500 Penalty: 2970.124512
	Iteration 34Q: 3 clusters Score -954487.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -954490.062500 Penalty: 2970.124512
	Iteration 35Q: 3 clusters Score -954490.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -954491.937500 Penalty: 2970.124512
	Iteration 36Q: 3 clusters Score -954491.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -954493.375000 Penalty: 2970.124512
	Iteration 37Q: 3 clusters Score -954493.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -954493.375000 Penalty: 2970.124512
	Iteration 38F: 3 clusters Score -954493.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (180814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180814 members 
Entering Unmasked Estep 
Score: -18216966.000000 Penalty: 1967.098999
	Iteration 0F: 2 clusters Score -1.821697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89867 members 
Mstep: Class 2 contains 90947 members 
Entering Unmasked Estep 
Score: -18099392.000000 Penalty: 3934.197998
	Iteration 0F: 3 clusters Score -1.809939e+07 nChanged 87798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78617 members 
Mstep: Class 2 contains 102197 members 
Entering Unmasked Estep 
Score: -18152786.000000 Penalty: 3934.197998
	Iteration 1F: 3 clusters Score -1.815279e+07 nChanged 8986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71269 members 
Mstep: Class 2 contains 109545 members 
Entering Unmasked Estep 
Score: -18156722.000000 Penalty: 3934.197998
	Iteration 2Q: 3 clusters Score -1.815672e+07 nChanged 11978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60513 members 
Mstep: Class 2 contains 120301 members 
Entering Unmasked Estep 
Score: -18164336.000000 Penalty: 3934.197998
	Iteration 3F: 3 clusters Score -1.816434e+07 nChanged 14701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 133992 members 
Entering Unmasked Estep 
Score: -18175474.000000 Penalty: 3934.197998
	Iteration 4F: 3 clusters Score -1.817547e+07 nChanged 15500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 148874 members 
Entering Unmasked Estep 
Score: -18188896.000000 Penalty: 3934.197998
	Iteration 5F: 3 clusters Score -1.81889e+07 nChanged 13370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 161974 members 
Entering Unmasked Estep 
Score: -18200814.000000 Penalty: 3934.197998
	Iteration 6F: 3 clusters Score -1.820081e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 170465 members 
Entering Unmasked Estep 
Score: -18208430.000000 Penalty: 3934.197998
	Iteration 7Q: 3 clusters Score -1.820843e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 174897 members 
Entering Unmasked Estep 
Score: -18212268.000000 Penalty: 3934.197998
	Iteration 8Q: 3 clusters Score -1.821227e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 176984 members 
Entering Unmasked Estep 
Score: -18214038.000000 Penalty: 3934.197998
	Iteration 9Q: 3 clusters Score -1.821404e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 178024 members 
Entering Unmasked Estep 
Score: -18214914.000000 Penalty: 3934.197998
	Iteration 10Q: 3 clusters Score -1.821491e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 178573 members 
Entering Unmasked Estep 
Score: -18215340.000000 Penalty: 3934.197998
	Iteration 11Q: 3 clusters Score -1.821534e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 178862 members 
Entering Unmasked Estep 
Score: -18215508.000000 Penalty: 3934.197998
	Iteration 12Q: 3 clusters Score -1.821551e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 179041 members 
Entering Unmasked Estep 
Score: -18215602.000000 Penalty: 3934.197998
	Iteration 13Q: 3 clusters Score -1.82156e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 179175 members 
Entering Unmasked Estep 
Score: -18215626.000000 Penalty: 3934.197998
	Iteration 14Q: 3 clusters Score -1.821563e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 179262 members 
Entering Unmasked Estep 
Score: -18215670.000000 Penalty: 3934.197998
	Iteration 15Q: 3 clusters Score -1.821567e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 179313 members 
Entering Unmasked Estep 
Score: -18215664.000000 Penalty: 3934.197998
	Iteration 16Q: 3 clusters Score -1.821566e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 179353 members 
Entering Unmasked Estep 
Score: -18215706.000000 Penalty: 3934.197998
	Iteration 17Q: 3 clusters Score -1.821571e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 179400 members 
Entering Unmasked Estep 
Score: -18215694.000000 Penalty: 3934.197998
	Iteration 18Q: 3 clusters Score -1.821569e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 179435 members 
Entering Unmasked Estep 
Score: -18215706.000000 Penalty: 3934.197998
	Iteration 19Q: 3 clusters Score -1.821571e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 179465 members 
Entering Unmasked Estep 
Score: -18215748.000000 Penalty: 3934.197998
	Iteration 20F: 3 clusters Score -1.821575e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 179490 members 
Entering Unmasked Estep 
Score: -18215774.000000 Penalty: 3934.197998
	Iteration 21Q: 3 clusters Score -1.821577e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 179515 members 
Entering Unmasked Estep 
Score: -18215752.000000 Penalty: 3934.197998
	Iteration 22Q: 3 clusters Score -1.821575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 179526 members 
Entering Unmasked Estep 
Score: -18215736.000000 Penalty: 3934.197998
	Iteration 23Q: 3 clusters Score -1.821574e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 179534 members 
Entering Unmasked Estep 
Score: -18215746.000000 Penalty: 3934.197998
	Iteration 24Q: 3 clusters Score -1.821575e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 179544 members 
Entering Unmasked Estep 
Score: -18215754.000000 Penalty: 3934.197998
	Iteration 25Q: 3 clusters Score -1.821575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 179553 members 
Entering Unmasked Estep 
Score: -18215760.000000 Penalty: 3934.197998
	Iteration 26Q: 3 clusters Score -1.821576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 179557 members 
Entering Unmasked Estep 
Score: -18215764.000000 Penalty: 3934.197998
	Iteration 27Q: 3 clusters Score -1.821576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 179561 members 
Entering Unmasked Estep 
Score: -18215762.000000 Penalty: 3934.197998
	Iteration 28Q: 3 clusters Score -1.821576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 179567 members 
Entering Unmasked Estep 
Score: -18215768.000000 Penalty: 3934.197998
	Iteration 29Q: 3 clusters Score -1.821577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 179574 members 
Entering Unmasked Estep 
Score: -18215766.000000 Penalty: 3934.197998
	Iteration 30Q: 3 clusters Score -1.821577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 179577 members 
Entering Unmasked Estep 
Score: -18215768.000000 Penalty: 3934.197998
	Iteration 31Q: 3 clusters Score -1.821577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 179578 members 
Entering Unmasked Estep 
Score: -18215772.000000 Penalty: 3934.197998
	Iteration 32Q: 3 clusters Score -1.821577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 179580 members 
Entering Unmasked Estep 
Score: -18215776.000000 Penalty: 3934.197998
	Iteration 33Q: 3 clusters Score -1.821578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 179587 members 
Entering Unmasked Estep 
Score: -18215786.000000 Penalty: 3934.197998
	Iteration 34Q: 3 clusters Score -1.821579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 179589 members 
Entering Unmasked Estep 
Score: -18215790.000000 Penalty: 3934.197998
	Iteration 35Q: 3 clusters Score -1.821579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 179594 members 
Entering Unmasked Estep 
Score: -18215798.000000 Penalty: 3934.197998
	Iteration 36Q: 3 clusters Score -1.82158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 179594 members 
Entering Unmasked Estep 
Score: -18215794.000000 Penalty: 3934.197998
	Iteration 37Q: 3 clusters Score -1.821579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 179594 members 
Entering Unmasked Estep 
Score: -18215788.000000 Penalty: 3934.197998
	Iteration 38Q: 3 clusters Score -1.821579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 179594 members 
Entering Unmasked Estep 
Score: -18215788.000000 Penalty: 3934.197998
	Iteration 39F: 3 clusters Score -1.821579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (77261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77261 members 
Entering Unmasked Estep 
Score: -7936178.500000 Penalty: 1828.928589
	Iteration 0F: 2 clusters Score -7936178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -7884595.000000 Penalty: 3657.857178
	Iteration 0F: 3 clusters Score -7884595 nChanged 36670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -7905595.000000 Penalty: 3657.857178
	Iteration 1F: 3 clusters Score -7905595 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -7906130.500000 Penalty: 3657.857178
	Iteration 2Q: 3 clusters Score -7906130 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -7906890.000000 Penalty: 3657.857178
	Iteration 3Q: 3 clusters Score -7906890 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -7908279.000000 Penalty: 3657.857178
	Iteration 4Q: 3 clusters Score -7908279 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -7910714.500000 Penalty: 3657.857178
	Iteration 5F: 3 clusters Score -7910714 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -7915032.000000 Penalty: 3657.857178
	Iteration 6F: 3 clusters Score -7915032 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64209 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -7921425.500000 Penalty: 3657.857178
	Iteration 7F: 3 clusters Score -7921426 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70602 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -7928228.000000 Penalty: 3657.857178
	Iteration 8F: 3 clusters Score -7928228 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74615 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -7932370.500000 Penalty: 3657.857178
	Iteration 9F: 3 clusters Score -7932370 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76271 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7933920.500000 Penalty: 3657.857178
	Iteration 10Q: 3 clusters Score -7933920 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76792 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7934393.000000 Penalty: 3657.857178
	Iteration 11Q: 3 clusters Score -7934393 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76940 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7934542.500000 Penalty: 3657.857178
	Iteration 12Q: 3 clusters Score -7934542 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76981 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7934607.500000 Penalty: 3657.857178
	Iteration 13Q: 3 clusters Score -7934608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77003 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7934639.000000 Penalty: 3657.857178
	Iteration 14Q: 3 clusters Score -7934639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77016 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7934657.500000 Penalty: 3657.857178
	Iteration 15Q: 3 clusters Score -7934658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7934657.000000 Penalty: 3657.857178
	Iteration 16Q: 3 clusters Score -7934657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77026 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7934665.500000 Penalty: 3657.857178
	Iteration 17Q: 3 clusters Score -7934666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77028 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7934669.500000 Penalty: 3657.857178
	Iteration 18Q: 3 clusters Score -7934670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77030 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7934667.500000 Penalty: 3657.857178
	Iteration 19Q: 3 clusters Score -7934668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77033 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7934672.500000 Penalty: 3657.857178
	Iteration 20F: 3 clusters Score -7934672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77034 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7934670.000000 Penalty: 3657.857178
	Iteration 21Q: 3 clusters Score -7934670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77036 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7934668.000000 Penalty: 3657.857178
	Iteration 22Q: 3 clusters Score -7934668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77036 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7934668.000000 Penalty: 3657.857178
	Iteration 23F: 3 clusters Score -7934668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (140679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140679 members 
Entering Unmasked Estep 
Score: -14303502.000000 Penalty: 1926.313232
	Iteration 0F: 2 clusters Score -1.43035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70446 members 
Mstep: Class 2 contains 70233 members 
Entering Unmasked Estep 
Score: -14209757.000000 Penalty: 3852.626465
	Iteration 0F: 3 clusters Score -1.420976e+07 nChanged 67729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72727 members 
Mstep: Class 2 contains 67952 members 
Entering Unmasked Estep 
Score: -14249117.000000 Penalty: 3852.626465
	Iteration 1F: 3 clusters Score -1.424912e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74506 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -14250054.000000 Penalty: 3852.626465
	Iteration 2Q: 3 clusters Score -1.425005e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77394 members 
Mstep: Class 2 contains 63285 members 
Entering Unmasked Estep 
Score: -14251435.000000 Penalty: 3852.626465
	Iteration 3Q: 3 clusters Score -1.425144e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 58939 members 
Entering Unmasked Estep 
Score: -14253677.000000 Penalty: 3852.626465
	Iteration 4Q: 3 clusters Score -1.425368e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88050 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -14257369.000000 Penalty: 3852.626465
	Iteration 5F: 3 clusters Score -1.425737e+07 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96578 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -14262950.000000 Penalty: 3852.626465
	Iteration 6F: 3 clusters Score -1.426295e+07 nChanged 10778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107016 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -14271334.000000 Penalty: 3852.626465
	Iteration 7F: 3 clusters Score -1.427133e+07 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117977 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -14281272.000000 Penalty: 3852.626465
	Iteration 8F: 3 clusters Score -1.428127e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127528 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -14290277.000000 Penalty: 3852.626465
	Iteration 9F: 3 clusters Score -1.429028e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134088 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -14296547.000000 Penalty: 3852.626465
	Iteration 10Q: 3 clusters Score -1.429655e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137625 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -14299592.000000 Penalty: 3852.626465
	Iteration 11Q: 3 clusters Score -1.429959e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139183 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -14300897.000000 Penalty: 3852.626465
	Iteration 12Q: 3 clusters Score -1.43009e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139826 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -14301458.000000 Penalty: 3852.626465
	Iteration 13Q: 3 clusters Score -1.430146e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140079 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -14301678.000000 Penalty: 3852.626465
	Iteration 14Q: 3 clusters Score -1.430168e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140171 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -14301763.000000 Penalty: 3852.626465
	Iteration 15Q: 3 clusters Score -1.430176e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140223 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -14301816.000000 Penalty: 3852.626465
	Iteration 16Q: 3 clusters Score -1.430182e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140247 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -14301843.000000 Penalty: 3852.626465
	Iteration 17Q: 3 clusters Score -1.430184e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140266 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -14301892.000000 Penalty: 3852.626465
	Iteration 18Q: 3 clusters Score -1.430189e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140268 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -14301910.000000 Penalty: 3852.626465
	Iteration 19Q: 3 clusters Score -1.430191e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140279 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -14301912.000000 Penalty: 3852.626465
	Iteration 20F: 3 clusters Score -1.430191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140284 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -14301904.000000 Penalty: 3852.626465
	Iteration 21Q: 3 clusters Score -1.43019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140285 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -14301903.000000 Penalty: 3852.626465
	Iteration 22Q: 3 clusters Score -1.43019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140285 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -14301903.000000 Penalty: 3852.626465
	Iteration 23F: 3 clusters Score -1.43019e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -48970.480469 Penalty: 1028.869019
	Iteration 0F: 2 clusters Score -48970.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47854.988281 Penalty: 2057.738037
	Iteration 0F: 3 clusters Score -47854.99 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48080.039062 Penalty: 2057.738037
	Iteration 1F: 3 clusters Score -48080.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48130.312500 Penalty: 2057.738037
	Iteration 2F: 3 clusters Score -48130.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48157.449219 Penalty: 2057.738037
	Iteration 3Q: 3 clusters Score -48157.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48183.179688 Penalty: 2057.738037
	Iteration 4Q: 3 clusters Score -48183.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48206.816406 Penalty: 2057.738037
	Iteration 5Q: 3 clusters Score -48206.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48217.652344 Penalty: 2057.738037
	Iteration 6Q: 3 clusters Score -48217.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -48219.976562 Penalty: 2057.738037
	Iteration 7Q: 3 clusters Score -48219.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -48220.570312 Penalty: 2057.738037
	Iteration 8Q: 3 clusters Score -48220.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -48223.011719 Penalty: 2057.738037
	Iteration 9Q: 3 clusters Score -48223.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48225.671875 Penalty: 2057.738037
	Iteration 10Q: 3 clusters Score -48225.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48228.117188 Penalty: 2057.738037
	Iteration 11Q: 3 clusters Score -48228.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48228.117188 Penalty: 2057.738037
	Iteration 12F: 3 clusters Score -48228.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (175164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175164 members 
Entering Unmasked Estep 
Score: -17977258.000000 Penalty: 1961.940186
	Iteration 0F: 2 clusters Score -1.797726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87357 members 
Mstep: Class 2 contains 87807 members 
Entering Unmasked Estep 
Score: -17868728.000000 Penalty: 3923.880371
	Iteration 0F: 3 clusters Score -1.786873e+07 nChanged 84927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85386 members 
Mstep: Class 2 contains 89778 members 
Entering Unmasked Estep 
Score: -17919128.000000 Penalty: 3923.880371
	Iteration 1F: 3 clusters Score -1.791913e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 91089 members 
Entering Unmasked Estep 
Score: -17920256.000000 Penalty: 3923.880371
	Iteration 2Q: 3 clusters Score -1.792026e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 93087 members 
Entering Unmasked Estep 
Score: -17921838.000000 Penalty: 3923.880371
	Iteration 3Q: 3 clusters Score -1.792184e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78951 members 
Mstep: Class 2 contains 96213 members 
Entering Unmasked Estep 
Score: -17923862.000000 Penalty: 3923.880371
	Iteration 4Q: 3 clusters Score -1.792386e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74151 members 
Mstep: Class 2 contains 101013 members 
Entering Unmasked Estep 
Score: -17926754.000000 Penalty: 3923.880371
	Iteration 5Q: 3 clusters Score -1.792675e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 107966 members 
Entering Unmasked Estep 
Score: -17931142.000000 Penalty: 3923.880371
	Iteration 6Q: 3 clusters Score -1.793114e+07 nChanged 10194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57856 members 
Mstep: Class 2 contains 117308 members 
Entering Unmasked Estep 
Score: -17937626.000000 Penalty: 3923.880371
	Iteration 7F: 3 clusters Score -1.793763e+07 nChanged 11644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 128608 members 
Entering Unmasked Estep 
Score: -17945942.000000 Penalty: 3923.880371
	Iteration 8F: 3 clusters Score -1.794594e+07 nChanged 12415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 140943 members 
Entering Unmasked Estep 
Score: -17955880.000000 Penalty: 3923.880371
	Iteration 9F: 3 clusters Score -1.795588e+07 nChanged 11643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 152572 members 
Entering Unmasked Estep 
Score: -17964132.000000 Penalty: 3923.880371
	Iteration 10F: 3 clusters Score -1.796413e+07 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 161207 members 
Entering Unmasked Estep 
Score: -17969360.000000 Penalty: 3923.880371
	Iteration 11Q: 3 clusters Score -1.796936e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 166906 members 
Entering Unmasked Estep 
Score: -17972200.000000 Penalty: 3923.880371
	Iteration 12Q: 3 clusters Score -1.79722e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 170363 members 
Entering Unmasked Estep 
Score: -17973736.000000 Penalty: 3923.880371
	Iteration 13Q: 3 clusters Score -1.797374e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 172225 members 
Entering Unmasked Estep 
Score: -17974656.000000 Penalty: 3923.880371
	Iteration 14Q: 3 clusters Score -1.797466e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 173214 members 
Entering Unmasked Estep 
Score: -17974994.000000 Penalty: 3923.880371
	Iteration 15Q: 3 clusters Score -1.797499e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 173739 members 
Entering Unmasked Estep 
Score: -17975272.000000 Penalty: 3923.880371
	Iteration 16Q: 3 clusters Score -1.797527e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 174031 members 
Entering Unmasked Estep 
Score: -17975460.000000 Penalty: 3923.880371
	Iteration 17Q: 3 clusters Score -1.797546e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 174180 members 
Entering Unmasked Estep 
Score: -17975528.000000 Penalty: 3923.880371
	Iteration 18Q: 3 clusters Score -1.797553e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 174269 members 
Entering Unmasked Estep 
Score: -17975608.000000 Penalty: 3923.880371
	Iteration 19Q: 3 clusters Score -1.797561e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 174328 members 
Entering Unmasked Estep 
Score: -17975652.000000 Penalty: 3923.880371
	Iteration 20F: 3 clusters Score -1.797565e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 174353 members 
Entering Unmasked Estep 
Score: -17975692.000000 Penalty: 3923.880371
	Iteration 21Q: 3 clusters Score -1.797569e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 174378 members 
Entering Unmasked Estep 
Score: -17975708.000000 Penalty: 3923.880371
	Iteration 22Q: 3 clusters Score -1.797571e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 174402 members 
Entering Unmasked Estep 
Score: -17975718.000000 Penalty: 3923.880371
	Iteration 23Q: 3 clusters Score -1.797572e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 174417 members 
Entering Unmasked Estep 
Score: -17975732.000000 Penalty: 3923.880371
	Iteration 24Q: 3 clusters Score -1.797573e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 174425 members 
Entering Unmasked Estep 
Score: -17975742.000000 Penalty: 3923.880371
	Iteration 25Q: 3 clusters Score -1.797574e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 174421 members 
Entering Unmasked Estep 
Score: -17975742.000000 Penalty: 3923.880371
	Iteration 26Q: 3 clusters Score -1.797574e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 174431 members 
Entering Unmasked Estep 
Score: -17975732.000000 Penalty: 3923.880371
	Iteration 27Q: 3 clusters Score -1.797573e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 174438 members 
Entering Unmasked Estep 
Score: -17975746.000000 Penalty: 3923.880371
	Iteration 28Q: 3 clusters Score -1.797575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 174441 members 
Entering Unmasked Estep 
Score: -17975744.000000 Penalty: 3923.880371
	Iteration 29Q: 3 clusters Score -1.797574e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 174448 members 
Entering Unmasked Estep 
Score: -17975762.000000 Penalty: 3923.880371
	Iteration 30Q: 3 clusters Score -1.797576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 174449 members 
Entering Unmasked Estep 
Score: -17975774.000000 Penalty: 3923.880371
	Iteration 31Q: 3 clusters Score -1.797577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 174452 members 
Entering Unmasked Estep 
Score: -17975770.000000 Penalty: 3923.880371
	Iteration 32Q: 3 clusters Score -1.797577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 174453 members 
Entering Unmasked Estep 
Score: -17975776.000000 Penalty: 3923.880371
	Iteration 33Q: 3 clusters Score -1.797578e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 174451 members 
Entering Unmasked Estep 
Score: -17975792.000000 Penalty: 3923.880371
	Iteration 34Q: 3 clusters Score -1.797579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 174448 members 
Entering Unmasked Estep 
Score: -17975790.000000 Penalty: 3923.880371
	Iteration 35Q: 3 clusters Score -1.797579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 174446 members 
Entering Unmasked Estep 
Score: -17975782.000000 Penalty: 3923.880371
	Iteration 36Q: 3 clusters Score -1.797578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 174447 members 
Entering Unmasked Estep 
Score: -17975772.000000 Penalty: 3923.880371
	Iteration 37Q: 3 clusters Score -1.797577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 174448 members 
Entering Unmasked Estep 
Score: -17975780.000000 Penalty: 3923.880371
	Iteration 38Q: 3 clusters Score -1.797578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 174449 members 
Entering Unmasked Estep 
Score: -17975784.000000 Penalty: 3923.880371
	Iteration 39Q: 3 clusters Score -1.797578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 174451 members 
Entering Unmasked Estep 
Score: -17975788.000000 Penalty: 3923.880371
	Iteration 40F: 3 clusters Score -1.797579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 174450 members 
Entering Unmasked Estep 
Score: -17975794.000000 Penalty: 3923.880371
	Iteration 41Q: 3 clusters Score -1.797579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 174448 members 
Entering Unmasked Estep 
Score: -17975808.000000 Penalty: 3923.880371
	Iteration 42Q: 3 clusters Score -1.797581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 174448 members 
Entering Unmasked Estep 
Score: -17975802.000000 Penalty: 3923.880371
	Iteration 43Q: 3 clusters Score -1.79758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 174455 members 
Entering Unmasked Estep 
Score: -17975790.000000 Penalty: 3923.880371
	Iteration 44Q: 3 clusters Score -1.797579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 174455 members 
Entering Unmasked Estep 
Score: -17975790.000000 Penalty: 3923.880371
	Iteration 45Q: 3 clusters Score -1.797579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 174457 members 
Entering Unmasked Estep 
Score: -17975790.000000 Penalty: 3923.880371
	Iteration 46Q: 3 clusters Score -1.797579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 174455 members 
Entering Unmasked Estep 
Score: -17975790.000000 Penalty: 3923.880371
	Iteration 47Q: 3 clusters Score -1.797579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 174455 members 
Entering Unmasked Estep 
Score: -17975794.000000 Penalty: 3923.880371
	Iteration 48Q: 3 clusters Score -1.797579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 174455 members 
Entering Unmasked Estep 
Score: -17975796.000000 Penalty: 3923.880371
	Iteration 49Q: 3 clusters Score -1.79758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 174454 members 
Entering Unmasked Estep 
Score: -17975798.000000 Penalty: 3923.880371
	Iteration 50Q: 3 clusters Score -1.79758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 174454 members 
Entering Unmasked Estep 
Score: -17975798.000000 Penalty: 3923.880371
	Iteration 51F: 3 clusters Score -1.79758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (154352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154352 members 
Entering Unmasked Estep 
Score: -15705792.000000 Penalty: 1941.385986
	Iteration 0F: 2 clusters Score -1.570579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77134 members 
Mstep: Class 2 contains 77218 members 
Entering Unmasked Estep 
Score: -15603250.000000 Penalty: 3882.771973
	Iteration 0F: 3 clusters Score -1.560325e+07 nChanged 74551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76073 members 
Mstep: Class 2 contains 78279 members 
Entering Unmasked Estep 
Score: -15647064.000000 Penalty: 3882.771973
	Iteration 1F: 3 clusters Score -1.564706e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75511 members 
Mstep: Class 2 contains 78841 members 
Entering Unmasked Estep 
Score: -15648156.000000 Penalty: 3882.771973
	Iteration 2Q: 3 clusters Score -1.564816e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74596 members 
Mstep: Class 2 contains 79756 members 
Entering Unmasked Estep 
Score: -15649550.000000 Penalty: 3882.771973
	Iteration 3Q: 3 clusters Score -1.564955e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 81128 members 
Entering Unmasked Estep 
Score: -15651892.000000 Penalty: 3882.771973
	Iteration 4Q: 3 clusters Score -1.565189e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71358 members 
Mstep: Class 2 contains 82994 members 
Entering Unmasked Estep 
Score: -15655495.000000 Penalty: 3882.771973
	Iteration 5Q: 3 clusters Score -1.56555e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -15661408.000000 Penalty: 3882.771973
	Iteration 6F: 3 clusters Score -1.566141e+07 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66188 members 
Mstep: Class 2 contains 88164 members 
Entering Unmasked Estep 
Score: -15669111.000000 Penalty: 3882.771973
	Iteration 7F: 3 clusters Score -1.566911e+07 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64126 members 
Mstep: Class 2 contains 90226 members 
Entering Unmasked Estep 
Score: -15675629.000000 Penalty: 3882.771973
	Iteration 8F: 3 clusters Score -1.567563e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 91819 members 
Entering Unmasked Estep 
Score: -15678617.000000 Penalty: 3882.771973
	Iteration 9Q: 3 clusters Score -1.567862e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 93279 members 
Entering Unmasked Estep 
Score: -15679646.000000 Penalty: 3882.771973
	Iteration 10Q: 3 clusters Score -1.567965e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59627 members 
Mstep: Class 2 contains 94725 members 
Entering Unmasked Estep 
Score: -15680103.000000 Penalty: 3882.771973
	Iteration 11Q: 3 clusters Score -1.56801e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 96196 members 
Entering Unmasked Estep 
Score: -15680603.000000 Penalty: 3882.771973
	Iteration 12Q: 3 clusters Score -1.56806e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56626 members 
Mstep: Class 2 contains 97726 members 
Entering Unmasked Estep 
Score: -15680945.000000 Penalty: 3882.771973
	Iteration 13Q: 3 clusters Score -1.568094e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 99341 members 
Entering Unmasked Estep 
Score: -15681425.000000 Penalty: 3882.771973
	Iteration 14Q: 3 clusters Score -1.568142e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 100990 members 
Entering Unmasked Estep 
Score: -15681902.000000 Penalty: 3882.771973
	Iteration 15Q: 3 clusters Score -1.56819e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 102653 members 
Entering Unmasked Estep 
Score: -15682399.000000 Penalty: 3882.771973
	Iteration 16Q: 3 clusters Score -1.56824e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49939 members 
Mstep: Class 2 contains 104413 members 
Entering Unmasked Estep 
Score: -15682819.000000 Penalty: 3882.771973
	Iteration 17Q: 3 clusters Score -1.568282e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 106181 members 
Entering Unmasked Estep 
Score: -15683187.000000 Penalty: 3882.771973
	Iteration 18Q: 3 clusters Score -1.568319e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 108068 members 
Entering Unmasked Estep 
Score: -15683638.000000 Penalty: 3882.771973
	Iteration 19Q: 3 clusters Score -1.568364e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 110021 members 
Entering Unmasked Estep 
Score: -15684247.000000 Penalty: 3882.771973
	Iteration 20F: 3 clusters Score -1.568425e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 112112 members 
Entering Unmasked Estep 
Score: -15684924.000000 Penalty: 3882.771973
	Iteration 21Q: 3 clusters Score -1.568492e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 114269 members 
Entering Unmasked Estep 
Score: -15685646.000000 Penalty: 3882.771973
	Iteration 22Q: 3 clusters Score -1.568565e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 116483 members 
Entering Unmasked Estep 
Score: -15686269.000000 Penalty: 3882.771973
	Iteration 23Q: 3 clusters Score -1.568627e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 118845 members 
Entering Unmasked Estep 
Score: -15686930.000000 Penalty: 3882.771973
	Iteration 24Q: 3 clusters Score -1.568693e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 121272 members 
Entering Unmasked Estep 
Score: -15687879.000000 Penalty: 3882.771973
	Iteration 25Q: 3 clusters Score -1.568788e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 123751 members 
Entering Unmasked Estep 
Score: -15688782.000000 Penalty: 3882.771973
	Iteration 26Q: 3 clusters Score -1.568878e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 126301 members 
Entering Unmasked Estep 
Score: -15689776.000000 Penalty: 3882.771973
	Iteration 27Q: 3 clusters Score -1.568978e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 128954 members 
Entering Unmasked Estep 
Score: -15690958.000000 Penalty: 3882.771973
	Iteration 28Q: 3 clusters Score -1.569096e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 131657 members 
Entering Unmasked Estep 
Score: -15692208.000000 Penalty: 3882.771973
	Iteration 29Q: 3 clusters Score -1.569221e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 134406 members 
Entering Unmasked Estep 
Score: -15693486.000000 Penalty: 3882.771973
	Iteration 30Q: 3 clusters Score -1.569349e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 137054 members 
Entering Unmasked Estep 
Score: -15694877.000000 Penalty: 3882.771973
	Iteration 31Q: 3 clusters Score -1.569488e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 139602 members 
Entering Unmasked Estep 
Score: -15696280.000000 Penalty: 3882.771973
	Iteration 32Q: 3 clusters Score -1.569628e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 141950 members 
Entering Unmasked Estep 
Score: -15697487.000000 Penalty: 3882.771973
	Iteration 33Q: 3 clusters Score -1.569749e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 144148 members 
Entering Unmasked Estep 
Score: -15698777.000000 Penalty: 3882.771973
	Iteration 34Q: 3 clusters Score -1.569878e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 146132 members 
Entering Unmasked Estep 
Score: -15699901.000000 Penalty: 3882.771973
	Iteration 35Q: 3 clusters Score -1.56999e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 147832 members 
Entering Unmasked Estep 
Score: -15700778.000000 Penalty: 3882.771973
	Iteration 36Q: 3 clusters Score -1.570078e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 149263 members 
Entering Unmasked Estep 
Score: -15701711.000000 Penalty: 3882.771973
	Iteration 37Q: 3 clusters Score -1.570171e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 150408 members 
Entering Unmasked Estep 
Score: -15702375.000000 Penalty: 3882.771973
	Iteration 38Q: 3 clusters Score -1.570238e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 151258 members 
Entering Unmasked Estep 
Score: -15702803.000000 Penalty: 3882.771973
	Iteration 39Q: 3 clusters Score -1.57028e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 151903 members 
Entering Unmasked Estep 
Score: -15703154.000000 Penalty: 3882.771973
	Iteration 40F: 3 clusters Score -1.570315e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 152361 members 
Entering Unmasked Estep 
Score: -15703388.000000 Penalty: 3882.771973
	Iteration 41Q: 3 clusters Score -1.570339e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 152699 members 
Entering Unmasked Estep 
Score: -15703602.000000 Penalty: 3882.771973
	Iteration 42Q: 3 clusters Score -1.57036e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 152944 members 
Entering Unmasked Estep 
Score: -15703700.000000 Penalty: 3882.771973
	Iteration 43Q: 3 clusters Score -1.57037e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 153134 members 
Entering Unmasked Estep 
Score: -15703827.000000 Penalty: 3882.771973
	Iteration 44Q: 3 clusters Score -1.570383e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 153258 members 
Entering Unmasked Estep 
Score: -15703911.000000 Penalty: 3882.771973
	Iteration 45Q: 3 clusters Score -1.570391e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 153345 members 
Entering Unmasked Estep 
Score: -15703961.000000 Penalty: 3882.771973
	Iteration 46Q: 3 clusters Score -1.570396e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 153429 members 
Entering Unmasked Estep 
Score: -15704022.000000 Penalty: 3882.771973
	Iteration 47Q: 3 clusters Score -1.570402e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 153488 members 
Entering Unmasked Estep 
Score: -15704047.000000 Penalty: 3882.771973
	Iteration 48Q: 3 clusters Score -1.570405e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 153538 members 
Entering Unmasked Estep 
Score: -15704090.000000 Penalty: 3882.771973
	Iteration 49Q: 3 clusters Score -1.570409e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 153572 members 
Entering Unmasked Estep 
Score: -15704091.000000 Penalty: 3882.771973
	Iteration 50Q: 3 clusters Score -1.570409e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 153603 members 
Entering Unmasked Estep 
Score: -15704124.000000 Penalty: 3882.771973
	Iteration 51Q: 3 clusters Score -1.570412e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 153639 members 
Entering Unmasked Estep 
Score: -15704132.000000 Penalty: 3882.771973
	Iteration 52Q: 3 clusters Score -1.570413e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 153663 members 
Entering Unmasked Estep 
Score: -15704138.000000 Penalty: 3882.771973
	Iteration 53Q: 3 clusters Score -1.570414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 153677 members 
Entering Unmasked Estep 
Score: -15704164.000000 Penalty: 3882.771973
	Iteration 54Q: 3 clusters Score -1.570416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 153690 members 
Entering Unmasked Estep 
Score: -15704155.000000 Penalty: 3882.771973
	Iteration 55Q: 3 clusters Score -1.570416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 153700 members 
Entering Unmasked Estep 
Score: -15704178.000000 Penalty: 3882.771973
	Iteration 56Q: 3 clusters Score -1.570418e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 153714 members 
Entering Unmasked Estep 
Score: -15704182.000000 Penalty: 3882.771973
	Iteration 57Q: 3 clusters Score -1.570418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 153733 members 
Entering Unmasked Estep 
Score: -15704186.000000 Penalty: 3882.771973
	Iteration 58Q: 3 clusters Score -1.570419e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 153752 members 
Entering Unmasked Estep 
Score: -15704209.000000 Penalty: 3882.771973
	Iteration 59Q: 3 clusters Score -1.570421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 153762 members 
Entering Unmasked Estep 
Score: -15704211.000000 Penalty: 3882.771973
	Iteration 60F: 3 clusters Score -1.570421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 153771 members 
Entering Unmasked Estep 
Score: -15704221.000000 Penalty: 3882.771973
	Iteration 61Q: 3 clusters Score -1.570422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 153776 members 
Entering Unmasked Estep 
Score: -15704231.000000 Penalty: 3882.771973
	Iteration 62Q: 3 clusters Score -1.570423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 153780 members 
Entering Unmasked Estep 
Score: -15704232.000000 Penalty: 3882.771973
	Iteration 63Q: 3 clusters Score -1.570423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 153785 members 
Entering Unmasked Estep 
Score: -15704236.000000 Penalty: 3882.771973
	Iteration 64Q: 3 clusters Score -1.570424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 153787 members 
Entering Unmasked Estep 
Score: -15704240.000000 Penalty: 3882.771973
	Iteration 65Q: 3 clusters Score -1.570424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 153791 members 
Entering Unmasked Estep 
Score: -15704241.000000 Penalty: 3882.771973
	Iteration 66Q: 3 clusters Score -1.570424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 153794 members 
Entering Unmasked Estep 
Score: -15704240.000000 Penalty: 3882.771973
	Iteration 67Q: 3 clusters Score -1.570424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 153796 members 
Entering Unmasked Estep 
Score: -15704242.000000 Penalty: 3882.771973
	Iteration 68Q: 3 clusters Score -1.570424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 153797 members 
Entering Unmasked Estep 
Score: -15704245.000000 Penalty: 3882.771973
	Iteration 69Q: 3 clusters Score -1.570424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 153800 members 
Entering Unmasked Estep 
Score: -15704243.000000 Penalty: 3882.771973
	Iteration 70Q: 3 clusters Score -1.570424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 153799 members 
Entering Unmasked Estep 
Score: -15704246.000000 Penalty: 3882.771973
	Iteration 71Q: 3 clusters Score -1.570425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 153798 members 
Entering Unmasked Estep 
Score: -15704243.000000 Penalty: 3882.771973
	Iteration 72Q: 3 clusters Score -1.570424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 153799 members 
Entering Unmasked Estep 
Score: -15704241.000000 Penalty: 3882.771973
	Iteration 73Q: 3 clusters Score -1.570424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 153799 members 
Entering Unmasked Estep 
Score: -15704241.000000 Penalty: 3882.771973
	Iteration 74F: 3 clusters Score -1.570424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Entering Unmasked Estep 
Score: -244578.093750 Penalty: 1287.720581
	Iteration 0F: 2 clusters Score -244578.1 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 1449 members 
Entering Unmasked Estep 
Score: -242063.968750 Penalty: 2575.441162
	Iteration 0F: 3 clusters Score -242064 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -242980.515625 Penalty: 2575.441162
	Iteration 1F: 3 clusters Score -242980.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -243290.453125 Penalty: 2575.441162
	Iteration 2F: 3 clusters Score -243290.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -243496.156250 Penalty: 2575.441162
	Iteration 3F: 3 clusters Score -243496.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -243659.281250 Penalty: 2575.441162
	Iteration 4F: 3 clusters Score -243659.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -243731.312500 Penalty: 2575.441162
	Iteration 5Q: 3 clusters Score -243731.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -243766.359375 Penalty: 2575.441162
	Iteration 6Q: 3 clusters Score -243766.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -243784.171875 Penalty: 2575.441162
	Iteration 7Q: 3 clusters Score -243784.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -243799.046875 Penalty: 2575.441162
	Iteration 8Q: 3 clusters Score -243799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -243810.484375 Penalty: 2575.441162
	Iteration 9Q: 3 clusters Score -243810.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -243822.703125 Penalty: 2575.441162
	Iteration 10Q: 3 clusters Score -243822.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -243829.765625 Penalty: 2575.441162
	Iteration 11Q: 3 clusters Score -243829.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -243835.500000 Penalty: 2575.441162
	Iteration 12Q: 3 clusters Score -243835.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -243839.531250 Penalty: 2575.441162
	Iteration 13Q: 3 clusters Score -243839.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -243841.390625 Penalty: 2575.441162
	Iteration 14Q: 3 clusters Score -243841.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -243842.921875 Penalty: 2575.441162
	Iteration 15Q: 3 clusters Score -243842.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -243844.734375 Penalty: 2575.441162
	Iteration 16Q: 3 clusters Score -243844.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -243846.015625 Penalty: 2575.441162
	Iteration 17Q: 3 clusters Score -243846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -243848.343750 Penalty: 2575.441162
	Iteration 18Q: 3 clusters Score -243848.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -243848.968750 Penalty: 2575.441162
	Iteration 19Q: 3 clusters Score -243849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -243849.593750 Penalty: 2575.441162
	Iteration 20F: 3 clusters Score -243849.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -243850.187500 Penalty: 2575.441162
	Iteration 21Q: 3 clusters Score -243850.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -243851.328125 Penalty: 2575.441162
	Iteration 22Q: 3 clusters Score -243851.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -243851.328125 Penalty: 2575.441162
	Iteration 23F: 3 clusters Score -243851.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Entering Unmasked Estep 
Score: -344814.750000 Penalty: 1325.012817
	Iteration 0F: 2 clusters Score -344814.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -341779.843750 Penalty: 2650.025635
	Iteration 0F: 3 clusters Score -341779.8 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -342542.156250 Penalty: 2650.025635
	Iteration 1F: 3 clusters Score -342542.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -342689.281250 Penalty: 2650.025635
	Iteration 2F: 3 clusters Score -342689.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -342781.875000 Penalty: 2650.025635
	Iteration 3Q: 3 clusters Score -342781.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -342867.500000 Penalty: 2650.025635
	Iteration 4Q: 3 clusters Score -342867.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -342937.000000 Penalty: 2650.025635
	Iteration 5Q: 3 clusters Score -342937 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -343005.187500 Penalty: 2650.025635
	Iteration 6Q: 3 clusters Score -343005.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -343058.812500 Penalty: 2650.025635
	Iteration 7Q: 3 clusters Score -343058.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -343111.218750 Penalty: 2650.025635
	Iteration 8Q: 3 clusters Score -343111.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -343162.375000 Penalty: 2650.025635
	Iteration 9Q: 3 clusters Score -343162.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -343196.906250 Penalty: 2650.025635
	Iteration 10Q: 3 clusters Score -343196.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -343233.406250 Penalty: 2650.025635
	Iteration 11Q: 3 clusters Score -343233.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -343265.875000 Penalty: 2650.025635
	Iteration 12Q: 3 clusters Score -343265.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -343294.375000 Penalty: 2650.025635
	Iteration 13Q: 3 clusters Score -343294.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -343315.625000 Penalty: 2650.025635
	Iteration 14Q: 3 clusters Score -343315.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -343329.906250 Penalty: 2650.025635
	Iteration 15Q: 3 clusters Score -343329.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -343341.656250 Penalty: 2650.025635
	Iteration 16Q: 3 clusters Score -343341.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -343351.406250 Penalty: 2650.025635
	Iteration 17Q: 3 clusters Score -343351.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -343360.281250 Penalty: 2650.025635
	Iteration 18Q: 3 clusters Score -343360.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -343367.031250 Penalty: 2650.025635
	Iteration 19Q: 3 clusters Score -343367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -343371.843750 Penalty: 2650.025635
	Iteration 20F: 3 clusters Score -343371.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -343376.250000 Penalty: 2650.025635
	Iteration 21Q: 3 clusters Score -343376.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -343381.375000 Penalty: 2650.025635
	Iteration 22Q: 3 clusters Score -343381.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -343386.218750 Penalty: 2650.025635
	Iteration 23Q: 3 clusters Score -343386.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -343390.781250 Penalty: 2650.025635
	Iteration 24Q: 3 clusters Score -343390.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -343396.187500 Penalty: 2650.025635
	Iteration 25Q: 3 clusters Score -343396.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -343401.000000 Penalty: 2650.025635
	Iteration 26Q: 3 clusters Score -343401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -343408.687500 Penalty: 2650.025635
	Iteration 27Q: 3 clusters Score -343408.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -343418.468750 Penalty: 2650.025635
	Iteration 28Q: 3 clusters Score -343418.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -343426.906250 Penalty: 2650.025635
	Iteration 29Q: 3 clusters Score -343426.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -343437.375000 Penalty: 2650.025635
	Iteration 30Q: 3 clusters Score -343437.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -343446.093750 Penalty: 2650.025635
	Iteration 31Q: 3 clusters Score -343446.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -343452.218750 Penalty: 2650.025635
	Iteration 32Q: 3 clusters Score -343452.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -343456.875000 Penalty: 2650.025635
	Iteration 33Q: 3 clusters Score -343456.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -343461.000000 Penalty: 2650.025635
	Iteration 34Q: 3 clusters Score -343461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -343465.343750 Penalty: 2650.025635
	Iteration 35Q: 3 clusters Score -343465.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -343469.687500 Penalty: 2650.025635
	Iteration 36Q: 3 clusters Score -343469.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -343472.156250 Penalty: 2650.025635
	Iteration 37Q: 3 clusters Score -343472.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -343473.125000 Penalty: 2650.025635
	Iteration 38Q: 3 clusters Score -343473.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -343473.906250 Penalty: 2650.025635
	Iteration 39Q: 3 clusters Score -343473.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -343475.218750 Penalty: 2650.025635
	Iteration 40F: 3 clusters Score -343475.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -343475.687500 Penalty: 2650.025635
	Iteration 41Q: 3 clusters Score -343475.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -343475.750000 Penalty: 2650.025635
	Iteration 42Q: 3 clusters Score -343475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -343475.406250 Penalty: 2650.025635
	Iteration 43Q: 3 clusters Score -343475.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -343476.250000 Penalty: 2650.025635
	Iteration 44Q: 3 clusters Score -343476.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -343476.750000 Penalty: 2650.025635
	Iteration 45Q: 3 clusters Score -343476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -343477.281250 Penalty: 2650.025635
	Iteration 46Q: 3 clusters Score -343477.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -343478.062500 Penalty: 2650.025635
	Iteration 47Q: 3 clusters Score -343478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -343478.718750 Penalty: 2650.025635
	Iteration 48Q: 3 clusters Score -343478.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -343480.625000 Penalty: 2650.025635
	Iteration 49Q: 3 clusters Score -343480.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -343482.093750 Penalty: 2650.025635
	Iteration 50Q: 3 clusters Score -343482.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -343483.937500 Penalty: 2650.025635
	Iteration 51Q: 3 clusters Score -343483.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -343484.750000 Penalty: 2650.025635
	Iteration 52Q: 3 clusters Score -343484.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -343486.781250 Penalty: 2650.025635
	Iteration 53Q: 3 clusters Score -343486.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -343488.218750 Penalty: 2650.025635
	Iteration 54Q: 3 clusters Score -343488.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -343488.218750 Penalty: 2650.025635
	Iteration 55F: 3 clusters Score -343488.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Entering Unmasked Estep 
Score: -707265.375000 Penalty: 1447.970093
	Iteration 0F: 2 clusters Score -707265.4 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 3705 members 
Entering Unmasked Estep 
Score: -701793.625000 Penalty: 2895.940186
	Iteration 0F: 3 clusters Score -701793.6 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -703527.875000 Penalty: 2895.940186
	Iteration 1F: 3 clusters Score -703527.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -703785.937500 Penalty: 2895.940186
	Iteration 2F: 3 clusters Score -703785.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -704061.062500 Penalty: 2895.940186
	Iteration 3F: 3 clusters Score -704061.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -704398.125000 Penalty: 2895.940186
	Iteration 4F: 3 clusters Score -704398.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -704830.687500 Penalty: 2895.940186
	Iteration 5F: 3 clusters Score -704830.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -705251.250000 Penalty: 2895.940186
	Iteration 6F: 3 clusters Score -705251.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -705580.250000 Penalty: 2895.940186
	Iteration 7F: 3 clusters Score -705580.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -705825.000000 Penalty: 2895.940186
	Iteration 8Q: 3 clusters Score -705825 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -705977.562500 Penalty: 2895.940186
	Iteration 9Q: 3 clusters Score -705977.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -706058.500000 Penalty: 2895.940186
	Iteration 10Q: 3 clusters Score -706058.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -706101.375000 Penalty: 2895.940186
	Iteration 11Q: 3 clusters Score -706101.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -706126.500000 Penalty: 2895.940186
	Iteration 12Q: 3 clusters Score -706126.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -706137.625000 Penalty: 2895.940186
	Iteration 13Q: 3 clusters Score -706137.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -706145.500000 Penalty: 2895.940186
	Iteration 14Q: 3 clusters Score -706145.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -706152.437500 Penalty: 2895.940186
	Iteration 15Q: 3 clusters Score -706152.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -706160.750000 Penalty: 2895.940186
	Iteration 16Q: 3 clusters Score -706160.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -706167.125000 Penalty: 2895.940186
	Iteration 17Q: 3 clusters Score -706167.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -706171.500000 Penalty: 2895.940186
	Iteration 18Q: 3 clusters Score -706171.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -706172.937500 Penalty: 2895.940186
	Iteration 19Q: 3 clusters Score -706172.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -706172.375000 Penalty: 2895.940186
	Iteration 20F: 3 clusters Score -706172.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -706174.687500 Penalty: 2895.940186
	Iteration 21Q: 3 clusters Score -706174.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -706177.812500 Penalty: 2895.940186
	Iteration 22Q: 3 clusters Score -706177.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -706178.562500 Penalty: 2895.940186
	Iteration 23Q: 3 clusters Score -706178.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -706179.687500 Penalty: 2895.940186
	Iteration 24Q: 3 clusters Score -706179.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -706182.062500 Penalty: 2895.940186
	Iteration 25Q: 3 clusters Score -706182.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -706182.187500 Penalty: 2895.940186
	Iteration 26Q: 3 clusters Score -706182.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -706183.500000 Penalty: 2895.940186
	Iteration 27Q: 3 clusters Score -706183.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -706183.937500 Penalty: 2895.940186
	Iteration 28Q: 3 clusters Score -706183.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -706183.625000 Penalty: 2895.940186
	Iteration 29Q: 3 clusters Score -706183.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -706182.750000 Penalty: 2895.940186
	Iteration 30Q: 3 clusters Score -706182.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -706183.187500 Penalty: 2895.940186
	Iteration 31Q: 3 clusters Score -706183.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -706183.062500 Penalty: 2895.940186
	Iteration 32Q: 3 clusters Score -706183.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -706183.062500 Penalty: 2895.940186
	Iteration 33F: 3 clusters Score -706183.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -328555.343750 Penalty: 1311.064575
	Iteration 0F: 2 clusters Score -328555.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -325717.781250 Penalty: 2622.129150
	Iteration 0F: 3 clusters Score -325717.8 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -326456.781250 Penalty: 2622.129150
	Iteration 1F: 3 clusters Score -326456.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -326640.968750 Penalty: 2622.129150
	Iteration 2F: 3 clusters Score -326641 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -326830.437500 Penalty: 2622.129150
	Iteration 3F: 3 clusters Score -326830.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -327009.093750 Penalty: 2622.129150
	Iteration 4F: 3 clusters Score -327009.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -327178.750000 Penalty: 2622.129150
	Iteration 5F: 3 clusters Score -327178.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -327313.656250 Penalty: 2622.129150
	Iteration 6F: 3 clusters Score -327313.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -327424.093750 Penalty: 2622.129150
	Iteration 7Q: 3 clusters Score -327424.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -327513.500000 Penalty: 2622.129150
	Iteration 8Q: 3 clusters Score -327513.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -327574.281250 Penalty: 2622.129150
	Iteration 9Q: 3 clusters Score -327574.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -327623.812500 Penalty: 2622.129150
	Iteration 10Q: 3 clusters Score -327623.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -327664.156250 Penalty: 2622.129150
	Iteration 11Q: 3 clusters Score -327664.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -327693.437500 Penalty: 2622.129150
	Iteration 12Q: 3 clusters Score -327693.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -327720.062500 Penalty: 2622.129150
	Iteration 13Q: 3 clusters Score -327720.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -327734.218750 Penalty: 2622.129150
	Iteration 14Q: 3 clusters Score -327734.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -327751.281250 Penalty: 2622.129150
	Iteration 15Q: 3 clusters Score -327751.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -327764.937500 Penalty: 2622.129150
	Iteration 16Q: 3 clusters Score -327764.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -327774.218750 Penalty: 2622.129150
	Iteration 17Q: 3 clusters Score -327774.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -327779.625000 Penalty: 2622.129150
	Iteration 18Q: 3 clusters Score -327779.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -327784.187500 Penalty: 2622.129150
	Iteration 19Q: 3 clusters Score -327784.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -327789.000000 Penalty: 2622.129150
	Iteration 20F: 3 clusters Score -327789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -327791.281250 Penalty: 2622.129150
	Iteration 21Q: 3 clusters Score -327791.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -327793.312500 Penalty: 2622.129150
	Iteration 22Q: 3 clusters Score -327793.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -327796.156250 Penalty: 2622.129150
	Iteration 23Q: 3 clusters Score -327796.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -327798.562500 Penalty: 2622.129150
	Iteration 24Q: 3 clusters Score -327798.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -327800.156250 Penalty: 2622.129150
	Iteration 25Q: 3 clusters Score -327800.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -327800.781250 Penalty: 2622.129150
	Iteration 26Q: 3 clusters Score -327800.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -327800.593750 Penalty: 2622.129150
	Iteration 27Q: 3 clusters Score -327800.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -327800.593750 Penalty: 2622.129150
	Iteration 28F: 3 clusters Score -327800.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Entering Unmasked Estep 
Score: -4048868.500000 Penalty: 1720.983398
	Iteration 0F: 2 clusters Score -4048868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -4022257.750000 Penalty: 3441.966797
	Iteration 0F: 3 clusters Score -4022258 nChanged 18584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -4032722.500000 Penalty: 3441.966797
	Iteration 1F: 3 clusters Score -4032722 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -4033135.750000 Penalty: 3441.966797
	Iteration 2Q: 3 clusters Score -4033136 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -4033584.250000 Penalty: 3441.966797
	Iteration 3Q: 3 clusters Score -4033584 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -4034019.750000 Penalty: 3441.966797
	Iteration 4Q: 3 clusters Score -4034020 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -4034650.250000 Penalty: 3441.966797
	Iteration 5Q: 3 clusters Score -4034650 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -4035552.000000 Penalty: 3441.966797
	Iteration 6Q: 3 clusters Score -4035552 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -4036743.250000 Penalty: 3441.966797
	Iteration 7F: 3 clusters Score -4036743 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -4038342.250000 Penalty: 3441.966797
	Iteration 8F: 3 clusters Score -4038342 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -4040270.500000 Penalty: 3441.966797
	Iteration 9F: 3 clusters Score -4040270 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -4042286.250000 Penalty: 3441.966797
	Iteration 10F: 3 clusters Score -4042286 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -4043975.000000 Penalty: 3441.966797
	Iteration 11Q: 3 clusters Score -4043975 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -4045214.750000 Penalty: 3441.966797
	Iteration 12Q: 3 clusters Score -4045215 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -4045968.500000 Penalty: 3441.966797
	Iteration 13Q: 3 clusters Score -4045968 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -4046480.250000 Penalty: 3441.966797
	Iteration 14Q: 3 clusters Score -4046480 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -4046771.500000 Penalty: 3441.966797
	Iteration 15Q: 3 clusters Score -4046772 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -4046968.750000 Penalty: 3441.966797
	Iteration 16Q: 3 clusters Score -4046969 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -4047122.500000 Penalty: 3441.966797
	Iteration 17Q: 3 clusters Score -4047122 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -4047219.500000 Penalty: 3441.966797
	Iteration 18Q: 3 clusters Score -4047220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -4047274.000000 Penalty: 3441.966797
	Iteration 19Q: 3 clusters Score -4047274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -4047305.750000 Penalty: 3441.966797
	Iteration 20F: 3 clusters Score -4047306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -4047336.250000 Penalty: 3441.966797
	Iteration 21Q: 3 clusters Score -4047336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -4047341.500000 Penalty: 3441.966797
	Iteration 22Q: 3 clusters Score -4047342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -4047357.000000 Penalty: 3441.966797
	Iteration 23Q: 3 clusters Score -4047357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -4047364.000000 Penalty: 3441.966797
	Iteration 24Q: 3 clusters Score -4047364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -4047373.500000 Penalty: 3441.966797
	Iteration 25Q: 3 clusters Score -4047374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -4047377.000000 Penalty: 3441.966797
	Iteration 26Q: 3 clusters Score -4047377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -4047382.500000 Penalty: 3441.966797
	Iteration 27Q: 3 clusters Score -4047382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -4047384.500000 Penalty: 3441.966797
	Iteration 28Q: 3 clusters Score -4047384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -4047384.500000 Penalty: 3441.966797
	Iteration 29Q: 3 clusters Score -4047384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -4047384.500000 Penalty: 3441.966797
	Iteration 30F: 3 clusters Score -4047384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Entering Unmasked Estep 
Score: -1503509.125000 Penalty: 1557.719238
	Iteration 0F: 2 clusters Score -1503509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1493368.125000 Penalty: 3115.438477
	Iteration 0F: 3 clusters Score -1493368 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1496876.625000 Penalty: 3115.438477
	Iteration 1F: 3 clusters Score -1496877 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1497174.250000 Penalty: 3115.438477
	Iteration 2F: 3 clusters Score -1497174 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1497453.875000 Penalty: 3115.438477
	Iteration 3Q: 3 clusters Score -1497454 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1497765.125000 Penalty: 3115.438477
	Iteration 4Q: 3 clusters Score -1497765 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1498143.375000 Penalty: 3115.438477
	Iteration 5Q: 3 clusters Score -1498143 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1498641.250000 Penalty: 3115.438477
	Iteration 6Q: 3 clusters Score -1498641 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1499185.375000 Penalty: 3115.438477
	Iteration 7F: 3 clusters Score -1499185 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1499698.375000 Penalty: 3115.438477
	Iteration 8F: 3 clusters Score -1499698 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1500084.250000 Penalty: 3115.438477
	Iteration 9Q: 3 clusters Score -1500084 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1500357.625000 Penalty: 3115.438477
	Iteration 10Q: 3 clusters Score -1500358 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1500509.875000 Penalty: 3115.438477
	Iteration 11Q: 3 clusters Score -1500510 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1500605.875000 Penalty: 3115.438477
	Iteration 12Q: 3 clusters Score -1500606 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1500657.125000 Penalty: 3115.438477
	Iteration 13Q: 3 clusters Score -1500657 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1500695.250000 Penalty: 3115.438477
	Iteration 14Q: 3 clusters Score -1500695 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1500724.125000 Penalty: 3115.438477
	Iteration 15Q: 3 clusters Score -1500724 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1500748.000000 Penalty: 3115.438477
	Iteration 16Q: 3 clusters Score -1500748 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1500777.000000 Penalty: 3115.438477
	Iteration 17Q: 3 clusters Score -1500777 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1500799.375000 Penalty: 3115.438477
	Iteration 18Q: 3 clusters Score -1500799 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1500826.625000 Penalty: 3115.438477
	Iteration 19Q: 3 clusters Score -1500827 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1500845.625000 Penalty: 3115.438477
	Iteration 20F: 3 clusters Score -1500846 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1500863.000000 Penalty: 3115.438477
	Iteration 21Q: 3 clusters Score -1500863 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1500873.750000 Penalty: 3115.438477
	Iteration 22Q: 3 clusters Score -1500874 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1500890.000000 Penalty: 3115.438477
	Iteration 23Q: 3 clusters Score -1500890 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1500903.000000 Penalty: 3115.438477
	Iteration 24Q: 3 clusters Score -1500903 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1500916.625000 Penalty: 3115.438477
	Iteration 25Q: 3 clusters Score -1500917 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1500926.500000 Penalty: 3115.438477
	Iteration 26Q: 3 clusters Score -1500926 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1500939.250000 Penalty: 3115.438477
	Iteration 27Q: 3 clusters Score -1500939 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1500950.000000 Penalty: 3115.438477
	Iteration 28Q: 3 clusters Score -1500950 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1500968.625000 Penalty: 3115.438477
	Iteration 29Q: 3 clusters Score -1500969 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1500979.875000 Penalty: 3115.438477
	Iteration 30Q: 3 clusters Score -1500980 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1500995.000000 Penalty: 3115.438477
	Iteration 31Q: 3 clusters Score -1500995 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1501006.500000 Penalty: 3115.438477
	Iteration 32Q: 3 clusters Score -1501006 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1501015.125000 Penalty: 3115.438477
	Iteration 33Q: 3 clusters Score -1501015 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1501030.000000 Penalty: 3115.438477
	Iteration 34Q: 3 clusters Score -1501030 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1501036.625000 Penalty: 3115.438477
	Iteration 35Q: 3 clusters Score -1501037 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1501043.750000 Penalty: 3115.438477
	Iteration 36Q: 3 clusters Score -1501044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1501046.250000 Penalty: 3115.438477
	Iteration 37Q: 3 clusters Score -1501046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1501046.375000 Penalty: 3115.438477
	Iteration 38Q: 3 clusters Score -1501046 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1501059.625000 Penalty: 3115.438477
	Iteration 39Q: 3 clusters Score -1501060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1501070.875000 Penalty: 3115.438477
	Iteration 40F: 3 clusters Score -1501071 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1501090.375000 Penalty: 3115.438477
	Iteration 41Q: 3 clusters Score -1501090 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1501104.750000 Penalty: 3115.438477
	Iteration 42Q: 3 clusters Score -1501105 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1501118.375000 Penalty: 3115.438477
	Iteration 43Q: 3 clusters Score -1501118 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1501140.375000 Penalty: 3115.438477
	Iteration 44Q: 3 clusters Score -1501140 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1501148.125000 Penalty: 3115.438477
	Iteration 45Q: 3 clusters Score -1501148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1501150.375000 Penalty: 3115.438477
	Iteration 46Q: 3 clusters Score -1501150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1501155.250000 Penalty: 3115.438477
	Iteration 47Q: 3 clusters Score -1501155 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1501164.000000 Penalty: 3115.438477
	Iteration 48Q: 3 clusters Score -1501164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1501176.875000 Penalty: 3115.438477
	Iteration 49Q: 3 clusters Score -1501177 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1501184.750000 Penalty: 3115.438477
	Iteration 50Q: 3 clusters Score -1501185 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1501191.000000 Penalty: 3115.438477
	Iteration 51Q: 3 clusters Score -1501191 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1501195.750000 Penalty: 3115.438477
	Iteration 52Q: 3 clusters Score -1501196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1501200.875000 Penalty: 3115.438477
	Iteration 53Q: 3 clusters Score -1501201 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1501203.125000 Penalty: 3115.438477
	Iteration 54Q: 3 clusters Score -1501203 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1501212.500000 Penalty: 3115.438477
	Iteration 55Q: 3 clusters Score -1501212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1501217.750000 Penalty: 3115.438477
	Iteration 56Q: 3 clusters Score -1501218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1501227.750000 Penalty: 3115.438477
	Iteration 57Q: 3 clusters Score -1501228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1501230.500000 Penalty: 3115.438477
	Iteration 58Q: 3 clusters Score -1501230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1501234.875000 Penalty: 3115.438477
	Iteration 59Q: 3 clusters Score -1501235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1501242.250000 Penalty: 3115.438477
	Iteration 60F: 3 clusters Score -1501242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1501247.125000 Penalty: 3115.438477
	Iteration 61Q: 3 clusters Score -1501247 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1501251.125000 Penalty: 3115.438477
	Iteration 62Q: 3 clusters Score -1501251 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1501258.625000 Penalty: 3115.438477
	Iteration 63Q: 3 clusters Score -1501259 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1501266.875000 Penalty: 3115.438477
	Iteration 64Q: 3 clusters Score -1501267 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1501276.875000 Penalty: 3115.438477
	Iteration 65Q: 3 clusters Score -1501277 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1501277.750000 Penalty: 3115.438477
	Iteration 66Q: 3 clusters Score -1501278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1501283.000000 Penalty: 3115.438477
	Iteration 67Q: 3 clusters Score -1501283 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1501292.875000 Penalty: 3115.438477
	Iteration 68Q: 3 clusters Score -1501293 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1501300.500000 Penalty: 3115.438477
	Iteration 69Q: 3 clusters Score -1501300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1501306.250000 Penalty: 3115.438477
	Iteration 70Q: 3 clusters Score -1501306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1501307.125000 Penalty: 3115.438477
	Iteration 71Q: 3 clusters Score -1501307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1501307.500000 Penalty: 3115.438477
	Iteration 72Q: 3 clusters Score -1501308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1501312.500000 Penalty: 3115.438477
	Iteration 73Q: 3 clusters Score -1501312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1501319.875000 Penalty: 3115.438477
	Iteration 74Q: 3 clusters Score -1501320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1501327.000000 Penalty: 3115.438477
	Iteration 75Q: 3 clusters Score -1501327 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1501325.250000 Penalty: 3115.438477
	Iteration 76Q: 3 clusters Score -1501325 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1501330.500000 Penalty: 3115.438477
	Iteration 77Q: 3 clusters Score -1501330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1501339.875000 Penalty: 3115.438477
	Iteration 78Q: 3 clusters Score -1501340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1501346.375000 Penalty: 3115.438477
	Iteration 79Q: 3 clusters Score -1501346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1501343.125000 Penalty: 3115.438477
	Iteration 80F: 3 clusters Score -1501343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1501346.375000 Penalty: 3115.438477
	Iteration 81Q: 3 clusters Score -1501346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1501345.625000 Penalty: 3115.438477
	Iteration 82Q: 3 clusters Score -1501346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1501348.875000 Penalty: 3115.438477
	Iteration 83Q: 3 clusters Score -1501349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1501350.625000 Penalty: 3115.438477
	Iteration 84Q: 3 clusters Score -1501351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1501355.875000 Penalty: 3115.438477
	Iteration 85Q: 3 clusters Score -1501356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1501355.250000 Penalty: 3115.438477
	Iteration 86Q: 3 clusters Score -1501355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1501358.000000 Penalty: 3115.438477
	Iteration 87Q: 3 clusters Score -1501358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1501360.750000 Penalty: 3115.438477
	Iteration 88Q: 3 clusters Score -1501361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1501362.750000 Penalty: 3115.438477
	Iteration 89Q: 3 clusters Score -1501363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1501364.875000 Penalty: 3115.438477
	Iteration 90Q: 3 clusters Score -1501365 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1501370.375000 Penalty: 3115.438477
	Iteration 91Q: 3 clusters Score -1501370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1501371.875000 Penalty: 3115.438477
	Iteration 92Q: 3 clusters Score -1501372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1501371.750000 Penalty: 3115.438477
	Iteration 93Q: 3 clusters Score -1501372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1501376.750000 Penalty: 3115.438477
	Iteration 94Q: 3 clusters Score -1501377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1501378.500000 Penalty: 3115.438477
	Iteration 95Q: 3 clusters Score -1501378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1501379.500000 Penalty: 3115.438477
	Iteration 96Q: 3 clusters Score -1501380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1501378.000000 Penalty: 3115.438477
	Iteration 97Q: 3 clusters Score -1501378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1501383.375000 Penalty: 3115.438477
	Iteration 98Q: 3 clusters Score -1501383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1501383.750000 Penalty: 3115.438477
	Iteration 99Q: 3 clusters Score -1501384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1501384.875000 Penalty: 3115.438477
	Iteration 100F: 3 clusters Score -1501385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1501386.625000 Penalty: 3115.438477
	Iteration 101Q: 3 clusters Score -1501387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1501388.125000 Penalty: 3115.438477
	Iteration 102Q: 3 clusters Score -1501388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1501386.500000 Penalty: 3115.438477
	Iteration 103Q: 3 clusters Score -1501386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1501391.625000 Penalty: 3115.438477
	Iteration 104Q: 3 clusters Score -1501392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1501394.000000 Penalty: 3115.438477
	Iteration 105Q: 3 clusters Score -1501394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1501397.000000 Penalty: 3115.438477
	Iteration 106Q: 3 clusters Score -1501397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1501395.125000 Penalty: 3115.438477
	Iteration 107Q: 3 clusters Score -1501395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1501399.250000 Penalty: 3115.438477
	Iteration 108Q: 3 clusters Score -1501399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1501408.500000 Penalty: 3115.438477
	Iteration 109Q: 3 clusters Score -1501408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1501407.375000 Penalty: 3115.438477
	Iteration 110Q: 3 clusters Score -1501407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1501407.250000 Penalty: 3115.438477
	Iteration 111Q: 3 clusters Score -1501407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1501405.750000 Penalty: 3115.438477
	Iteration 112Q: 3 clusters Score -1501406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1501408.125000 Penalty: 3115.438477
	Iteration 113Q: 3 clusters Score -1501408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1501408.875000 Penalty: 3115.438477
	Iteration 114Q: 3 clusters Score -1501409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1501415.500000 Penalty: 3115.438477
	Iteration 115Q: 3 clusters Score -1501416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1501419.375000 Penalty: 3115.438477
	Iteration 116Q: 3 clusters Score -1501419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1501420.000000 Penalty: 3115.438477
	Iteration 117Q: 3 clusters Score -1501420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1501421.750000 Penalty: 3115.438477
	Iteration 118Q: 3 clusters Score -1501422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1501422.625000 Penalty: 3115.438477
	Iteration 119Q: 3 clusters Score -1501423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1501421.000000 Penalty: 3115.438477
	Iteration 120F: 3 clusters Score -1501421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1501422.250000 Penalty: 3115.438477
	Iteration 121Q: 3 clusters Score -1501422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1501423.125000 Penalty: 3115.438477
	Iteration 122Q: 3 clusters Score -1501423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1501419.875000 Penalty: 3115.438477
	Iteration 123Q: 3 clusters Score -1501420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1501421.250000 Penalty: 3115.438477
	Iteration 124Q: 3 clusters Score -1501421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1501423.250000 Penalty: 3115.438477
	Iteration 125Q: 3 clusters Score -1501423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1501425.750000 Penalty: 3115.438477
	Iteration 126Q: 3 clusters Score -1501426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1501430.375000 Penalty: 3115.438477
	Iteration 127Q: 3 clusters Score -1501430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1501432.250000 Penalty: 3115.438477
	Iteration 128Q: 3 clusters Score -1501432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1501434.375000 Penalty: 3115.438477
	Iteration 129Q: 3 clusters Score -1501434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1501434.375000 Penalty: 3115.438477
	Iteration 130Q: 3 clusters Score -1501434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1501438.500000 Penalty: 3115.438477
	Iteration 131Q: 3 clusters Score -1501438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1501436.125000 Penalty: 3115.438477
	Iteration 132Q: 3 clusters Score -1501436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1501438.250000 Penalty: 3115.438477
	Iteration 133Q: 3 clusters Score -1501438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1501438.625000 Penalty: 3115.438477
	Iteration 134Q: 3 clusters Score -1501439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1501440.250000 Penalty: 3115.438477
	Iteration 135Q: 3 clusters Score -1501440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1501439.500000 Penalty: 3115.438477
	Iteration 136Q: 3 clusters Score -1501440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1501440.625000 Penalty: 3115.438477
	Iteration 137Q: 3 clusters Score -1501441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1501443.625000 Penalty: 3115.438477
	Iteration 138Q: 3 clusters Score -1501444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1501447.750000 Penalty: 3115.438477
	Iteration 139Q: 3 clusters Score -1501448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1501448.500000 Penalty: 3115.438477
	Iteration 140F: 3 clusters Score -1501448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1501451.125000 Penalty: 3115.438477
	Iteration 141Q: 3 clusters Score -1501451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1501452.000000 Penalty: 3115.438477
	Iteration 142Q: 3 clusters Score -1501452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1501462.375000 Penalty: 3115.438477
	Iteration 143Q: 3 clusters Score -1501462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1501468.375000 Penalty: 3115.438477
	Iteration 144Q: 3 clusters Score -1501468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1501477.250000 Penalty: 3115.438477
	Iteration 145Q: 3 clusters Score -1501477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1501481.625000 Penalty: 3115.438477
	Iteration 146Q: 3 clusters Score -1501482 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1501489.875000 Penalty: 3115.438477
	Iteration 147Q: 3 clusters Score -1501490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1501499.125000 Penalty: 3115.438477
	Iteration 148Q: 3 clusters Score -1501499 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1501513.625000 Penalty: 3115.438477
	Iteration 149Q: 3 clusters Score -1501514 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1501525.500000 Penalty: 3115.438477
	Iteration 150Q: 3 clusters Score -1501526 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1501544.375000 Penalty: 3115.438477
	Iteration 151Q: 3 clusters Score -1501544 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1501556.500000 Penalty: 3115.438477
	Iteration 152Q: 3 clusters Score -1501556 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1501573.000000 Penalty: 3115.438477
	Iteration 153Q: 3 clusters Score -1501573 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1501580.750000 Penalty: 3115.438477
	Iteration 154Q: 3 clusters Score -1501581 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1501591.125000 Penalty: 3115.438477
	Iteration 155Q: 3 clusters Score -1501591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1501606.125000 Penalty: 3115.438477
	Iteration 156Q: 3 clusters Score -1501606 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1501618.375000 Penalty: 3115.438477
	Iteration 157Q: 3 clusters Score -1501618 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1501638.625000 Penalty: 3115.438477
	Iteration 158Q: 3 clusters Score -1501639 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1501656.750000 Penalty: 3115.438477
	Iteration 159Q: 3 clusters Score -1501657 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1501673.125000 Penalty: 3115.438477
	Iteration 160F: 3 clusters Score -1501673 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1501687.750000 Penalty: 3115.438477
	Iteration 161Q: 3 clusters Score -1501688 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1501703.875000 Penalty: 3115.438477
	Iteration 162Q: 3 clusters Score -1501704 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1501720.500000 Penalty: 3115.438477
	Iteration 163Q: 3 clusters Score -1501720 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1501741.625000 Penalty: 3115.438477
	Iteration 164Q: 3 clusters Score -1501742 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1501764.750000 Penalty: 3115.438477
	Iteration 165Q: 3 clusters Score -1501765 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1501785.500000 Penalty: 3115.438477
	Iteration 166Q: 3 clusters Score -1501786 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1501805.125000 Penalty: 3115.438477
	Iteration 167Q: 3 clusters Score -1501805 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1501821.000000 Penalty: 3115.438477
	Iteration 168Q: 3 clusters Score -1501821 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1501840.750000 Penalty: 3115.438477
	Iteration 169Q: 3 clusters Score -1501841 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1501853.500000 Penalty: 3115.438477
	Iteration 170Q: 3 clusters Score -1501854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1501871.000000 Penalty: 3115.438477
	Iteration 171Q: 3 clusters Score -1501871 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1501888.625000 Penalty: 3115.438477
	Iteration 172Q: 3 clusters Score -1501889 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1501901.875000 Penalty: 3115.438477
	Iteration 173Q: 3 clusters Score -1501902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1501914.375000 Penalty: 3115.438477
	Iteration 174Q: 3 clusters Score -1501914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1501926.250000 Penalty: 3115.438477
	Iteration 175Q: 3 clusters Score -1501926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1501941.000000 Penalty: 3115.438477
	Iteration 176Q: 3 clusters Score -1501941 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1501959.125000 Penalty: 3115.438477
	Iteration 177Q: 3 clusters Score -1501959 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1501975.625000 Penalty: 3115.438477
	Iteration 178Q: 3 clusters Score -1501976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1501983.625000 Penalty: 3115.438477
	Iteration 179Q: 3 clusters Score -1501984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1501992.375000 Penalty: 3115.438477
	Iteration 180F: 3 clusters Score -1501992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1501995.500000 Penalty: 3115.438477
	Iteration 181Q: 3 clusters Score -1501996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1502005.375000 Penalty: 3115.438477
	Iteration 182Q: 3 clusters Score -1502005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1502014.000000 Penalty: 3115.438477
	Iteration 183Q: 3 clusters Score -1502014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1502020.875000 Penalty: 3115.438477
	Iteration 184Q: 3 clusters Score -1502021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1502025.500000 Penalty: 3115.438477
	Iteration 185Q: 3 clusters Score -1502026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1502029.625000 Penalty: 3115.438477
	Iteration 186Q: 3 clusters Score -1502030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1502033.375000 Penalty: 3115.438477
	Iteration 187Q: 3 clusters Score -1502033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1502036.125000 Penalty: 3115.438477
	Iteration 188Q: 3 clusters Score -1502036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1502037.250000 Penalty: 3115.438477
	Iteration 189Q: 3 clusters Score -1502037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1502044.875000 Penalty: 3115.438477
	Iteration 190Q: 3 clusters Score -1502045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1502048.000000 Penalty: 3115.438477
	Iteration 191Q: 3 clusters Score -1502048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1502054.125000 Penalty: 3115.438477
	Iteration 192Q: 3 clusters Score -1502054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1502057.375000 Penalty: 3115.438477
	Iteration 193Q: 3 clusters Score -1502057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1502060.250000 Penalty: 3115.438477
	Iteration 194Q: 3 clusters Score -1502060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1502064.750000 Penalty: 3115.438477
	Iteration 195Q: 3 clusters Score -1502065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1502069.000000 Penalty: 3115.438477
	Iteration 196Q: 3 clusters Score -1502069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1502077.000000 Penalty: 3115.438477
	Iteration 197Q: 3 clusters Score -1502077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1502080.875000 Penalty: 3115.438477
	Iteration 198Q: 3 clusters Score -1502081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1502087.125000 Penalty: 3115.438477
	Iteration 199Q: 3 clusters Score -1502087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1502094.750000 Penalty: 3115.438477
	Iteration 200F: 3 clusters Score -1502095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1502099.500000 Penalty: 3115.438477
	Iteration 201Q: 3 clusters Score -1502100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1502099.750000 Penalty: 3115.438477
	Iteration 202Q: 3 clusters Score -1502100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1502103.250000 Penalty: 3115.438477
	Iteration 203Q: 3 clusters Score -1502103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1502104.375000 Penalty: 3115.438477
	Iteration 204Q: 3 clusters Score -1502104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1502106.625000 Penalty: 3115.438477
	Iteration 205Q: 3 clusters Score -1502107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1502112.875000 Penalty: 3115.438477
	Iteration 206Q: 3 clusters Score -1502113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1502116.125000 Penalty: 3115.438477
	Iteration 207Q: 3 clusters Score -1502116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1502120.750000 Penalty: 3115.438477
	Iteration 208Q: 3 clusters Score -1502121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1502122.000000 Penalty: 3115.438477
	Iteration 209Q: 3 clusters Score -1502122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1502124.500000 Penalty: 3115.438477
	Iteration 210Q: 3 clusters Score -1502124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1502128.500000 Penalty: 3115.438477
	Iteration 211Q: 3 clusters Score -1502128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1502128.375000 Penalty: 3115.438477
	Iteration 212Q: 3 clusters Score -1502128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1502133.125000 Penalty: 3115.438477
	Iteration 213Q: 3 clusters Score -1502133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1502137.750000 Penalty: 3115.438477
	Iteration 214Q: 3 clusters Score -1502138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1502134.875000 Penalty: 3115.438477
	Iteration 215Q: 3 clusters Score -1502135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1502138.750000 Penalty: 3115.438477
	Iteration 216Q: 3 clusters Score -1502139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1502140.125000 Penalty: 3115.438477
	Iteration 217Q: 3 clusters Score -1502140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1502142.375000 Penalty: 3115.438477
	Iteration 218Q: 3 clusters Score -1502142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1502142.250000 Penalty: 3115.438477
	Iteration 219Q: 3 clusters Score -1502142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1502143.500000 Penalty: 3115.438477
	Iteration 220F: 3 clusters Score -1502144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1502143.250000 Penalty: 3115.438477
	Iteration 221Q: 3 clusters Score -1502143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1502143.625000 Penalty: 3115.438477
	Iteration 222Q: 3 clusters Score -1502144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1502145.000000 Penalty: 3115.438477
	Iteration 223Q: 3 clusters Score -1502145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1502146.875000 Penalty: 3115.438477
	Iteration 224Q: 3 clusters Score -1502147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1502146.750000 Penalty: 3115.438477
	Iteration 225Q: 3 clusters Score -1502147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1502147.875000 Penalty: 3115.438477
	Iteration 226Q: 3 clusters Score -1502148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1502146.500000 Penalty: 3115.438477
	Iteration 227Q: 3 clusters Score -1502146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1502146.750000 Penalty: 3115.438477
	Iteration 228Q: 3 clusters Score -1502147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1502148.000000 Penalty: 3115.438477
	Iteration 229Q: 3 clusters Score -1502148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1502149.375000 Penalty: 3115.438477
	Iteration 230Q: 3 clusters Score -1502149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1502149.375000 Penalty: 3115.438477
	Iteration 231F: 3 clusters Score -1502149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159735 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168327 members 
Mstep: Class 4 contains 116721 members 
Mstep: Class 5 contains 26072 members 
Mstep: Class 6 contains 9310 members 
Mstep: Class 8 contains 180814 members 
Mstep: Class 9 contains 77261 members 
Mstep: Class 10 contains 140679 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175164 members 
Mstep: Class 13 contains 154352 members 
Mstep: Class 14 contains 2764 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39762 members 
Mstep: Class 21 contains 14559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971464.000000 Penalty: 41147.996094
Iteration 199Q: 19 clusters Score -1.279715e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159735 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 168327 members 
Mstep: Class 4 contains 116721 members 
Mstep: Class 5 contains 26072 members 
Mstep: Class 6 contains 9310 members 
Mstep: Class 8 contains 180814 members 
Mstep: Class 9 contains 77261 members 
Mstep: Class 10 contains 140679 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 175164 members 
Mstep: Class 13 contains 154352 members 
Mstep: Class 14 contains 2764 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 20 contains 39762 members 
Mstep: Class 21 contains 14559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971464.000000 Penalty: 41147.996094
Iteration 200F: 19 clusters Score -1.279715e+08 nChanged 0
Entering ConstructFrom: 
Score: -127971464.000000 Penalty: 41147.996094
Entering ConstructFrom: 
Trying to split cluster 1 (159735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159735 members 
Entering Unmasked Estep 
Score: -16077856.000000 Penalty: 1946.956665
	Iteration 0F: 2 clusters Score -1.607786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79583 members 
Mstep: Class 2 contains 80152 members 
Entering Unmasked Estep 
Score: -15972194.000000 Penalty: 3893.913330
	Iteration 0F: 3 clusters Score -1.597219e+07 nChanged 76978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75657 members 
Mstep: Class 2 contains 84078 members 
Entering Unmasked Estep 
Score: -16018108.000000 Penalty: 3893.913330
	Iteration 1F: 3 clusters Score -1.601811e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73011 members 
Mstep: Class 2 contains 86724 members 
Entering Unmasked Estep 
Score: -16019334.000000 Penalty: 3893.913330
	Iteration 2Q: 3 clusters Score -1.601933e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68834 members 
Mstep: Class 2 contains 90901 members 
Entering Unmasked Estep 
Score: -16021781.000000 Penalty: 3893.913330
	Iteration 3Q: 3 clusters Score -1.602178e+07 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 97388 members 
Entering Unmasked Estep 
Score: -16026168.000000 Penalty: 3893.913330
	Iteration 4F: 3 clusters Score -1.602617e+07 nChanged 11263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 106471 members 
Entering Unmasked Estep 
Score: -16033891.000000 Penalty: 3893.913330
	Iteration 5F: 3 clusters Score -1.603389e+07 nChanged 12843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 116830 members 
Entering Unmasked Estep 
Score: -16044498.000000 Penalty: 3893.913330
	Iteration 6F: 3 clusters Score -1.60445e+07 nChanged 11921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 125723 members 
Entering Unmasked Estep 
Score: -16055750.000000 Penalty: 3893.913330
	Iteration 7F: 3 clusters Score -1.605575e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 130589 members 
Entering Unmasked Estep 
Score: -16064115.000000 Penalty: 3893.913330
	Iteration 8F: 3 clusters Score -1.606412e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 132430 members 
Entering Unmasked Estep 
Score: -16068436.000000 Penalty: 3893.913330
	Iteration 9Q: 3 clusters Score -1.606844e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 133466 members 
Entering Unmasked Estep 
Score: -16070492.000000 Penalty: 3893.913330
	Iteration 10Q: 3 clusters Score -1.607049e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 134311 members 
Entering Unmasked Estep 
Score: -16071888.000000 Penalty: 3893.913330
	Iteration 11Q: 3 clusters Score -1.607189e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 135031 members 
Entering Unmasked Estep 
Score: -16072918.000000 Penalty: 3893.913330
	Iteration 12Q: 3 clusters Score -1.607292e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 135641 members 
Entering Unmasked Estep 
Score: -16073809.000000 Penalty: 3893.913330
	Iteration 13Q: 3 clusters Score -1.607381e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 136236 members 
Entering Unmasked Estep 
Score: -16074456.000000 Penalty: 3893.913330
	Iteration 14Q: 3 clusters Score -1.607446e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 136814 members 
Entering Unmasked Estep 
Score: -16074968.000000 Penalty: 3893.913330
	Iteration 15Q: 3 clusters Score -1.607497e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 137373 members 
Entering Unmasked Estep 
Score: -16075362.000000 Penalty: 3893.913330
	Iteration 16Q: 3 clusters Score -1.607536e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 137868 members 
Entering Unmasked Estep 
Score: -16075631.000000 Penalty: 3893.913330
	Iteration 17Q: 3 clusters Score -1.607563e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 138350 members 
Entering Unmasked Estep 
Score: -16075851.000000 Penalty: 3893.913330
	Iteration 18Q: 3 clusters Score -1.607585e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 138801 members 
Entering Unmasked Estep 
Score: -16075971.000000 Penalty: 3893.913330
	Iteration 19Q: 3 clusters Score -1.607597e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 139223 members 
Entering Unmasked Estep 
Score: -16076034.000000 Penalty: 3893.913330
	Iteration 20F: 3 clusters Score -1.607603e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 139621 members 
Entering Unmasked Estep 
Score: -16076123.000000 Penalty: 3893.913330
	Iteration 21Q: 3 clusters Score -1.607612e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 140027 members 
Entering Unmasked Estep 
Score: -16076189.000000 Penalty: 3893.913330
	Iteration 22Q: 3 clusters Score -1.607619e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 140441 members 
Entering Unmasked Estep 
Score: -16076293.000000 Penalty: 3893.913330
	Iteration 23Q: 3 clusters Score -1.607629e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 140813 members 
Entering Unmasked Estep 
Score: -16076383.000000 Penalty: 3893.913330
	Iteration 24Q: 3 clusters Score -1.607638e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 141157 members 
Entering Unmasked Estep 
Score: -16076457.000000 Penalty: 3893.913330
	Iteration 25Q: 3 clusters Score -1.607646e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 141480 members 
Entering Unmasked Estep 
Score: -16076521.000000 Penalty: 3893.913330
	Iteration 26Q: 3 clusters Score -1.607652e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 141802 members 
Entering Unmasked Estep 
Score: -16076577.000000 Penalty: 3893.913330
	Iteration 27Q: 3 clusters Score -1.607658e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 142098 members 
Entering Unmasked Estep 
Score: -16076623.000000 Penalty: 3893.913330
	Iteration 28Q: 3 clusters Score -1.607662e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 142366 members 
Entering Unmasked Estep 
Score: -16076663.000000 Penalty: 3893.913330
	Iteration 29Q: 3 clusters Score -1.607666e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 142618 members 
Entering Unmasked Estep 
Score: -16076710.000000 Penalty: 3893.913330
	Iteration 30Q: 3 clusters Score -1.607671e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 142846 members 
Entering Unmasked Estep 
Score: -16076723.000000 Penalty: 3893.913330
	Iteration 31Q: 3 clusters Score -1.607672e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 143059 members 
Entering Unmasked Estep 
Score: -16076745.000000 Penalty: 3893.913330
	Iteration 32Q: 3 clusters Score -1.607674e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 143272 members 
Entering Unmasked Estep 
Score: -16076835.000000 Penalty: 3893.913330
	Iteration 33Q: 3 clusters Score -1.607684e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 143477 members 
Entering Unmasked Estep 
Score: -16076823.000000 Penalty: 3893.913330
	Iteration 34Q: 3 clusters Score -1.607682e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 143657 members 
Entering Unmasked Estep 
Score: -16076871.000000 Penalty: 3893.913330
	Iteration 35Q: 3 clusters Score -1.607687e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 143833 members 
Entering Unmasked Estep 
Score: -16076903.000000 Penalty: 3893.913330
	Iteration 36Q: 3 clusters Score -1.60769e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 144017 members 
Entering Unmasked Estep 
Score: -16076930.000000 Penalty: 3893.913330
	Iteration 37Q: 3 clusters Score -1.607693e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 144189 members 
Entering Unmasked Estep 
Score: -16076954.000000 Penalty: 3893.913330
	Iteration 38Q: 3 clusters Score -1.607695e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 144377 members 
Entering Unmasked Estep 
Score: -16076994.000000 Penalty: 3893.913330
	Iteration 39Q: 3 clusters Score -1.607699e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 144558 members 
Entering Unmasked Estep 
Score: -16077057.000000 Penalty: 3893.913330
	Iteration 40F: 3 clusters Score -1.607706e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 144737 members 
Entering Unmasked Estep 
Score: -16077068.000000 Penalty: 3893.913330
	Iteration 41Q: 3 clusters Score -1.607707e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 144918 members 
Entering Unmasked Estep 
Score: -16077071.000000 Penalty: 3893.913330
	Iteration 42Q: 3 clusters Score -1.607707e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 145097 members 
Entering Unmasked Estep 
Score: -16077134.000000 Penalty: 3893.913330
	Iteration 43Q: 3 clusters Score -1.607713e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 145260 members 
Entering Unmasked Estep 
Score: -16077151.000000 Penalty: 3893.913330
	Iteration 44Q: 3 clusters Score -1.607715e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 145426 members 
Entering Unmasked Estep 
Score: -16077173.000000 Penalty: 3893.913330
	Iteration 45Q: 3 clusters Score -1.607717e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 145576 members 
Entering Unmasked Estep 
Score: -16077193.000000 Penalty: 3893.913330
	Iteration 46Q: 3 clusters Score -1.607719e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 145741 members 
Entering Unmasked Estep 
Score: -16077241.000000 Penalty: 3893.913330
	Iteration 47Q: 3 clusters Score -1.607724e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 145892 members 
Entering Unmasked Estep 
Score: -16077270.000000 Penalty: 3893.913330
	Iteration 48Q: 3 clusters Score -1.607727e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 146035 members 
Entering Unmasked Estep 
Score: -16077290.000000 Penalty: 3893.913330
	Iteration 49Q: 3 clusters Score -1.607729e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 146184 members 
Entering Unmasked Estep 
Score: -16077320.000000 Penalty: 3893.913330
	Iteration 50Q: 3 clusters Score -1.607732e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 146338 members 
Entering Unmasked Estep 
Score: -16077368.000000 Penalty: 3893.913330
	Iteration 51Q: 3 clusters Score -1.607737e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 146490 members 
Entering Unmasked Estep 
Score: -16077379.000000 Penalty: 3893.913330
	Iteration 52Q: 3 clusters Score -1.607738e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 146645 members 
Entering Unmasked Estep 
Score: -16077428.000000 Penalty: 3893.913330
	Iteration 53Q: 3 clusters Score -1.607743e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 146803 members 
Entering Unmasked Estep 
Score: -16077463.000000 Penalty: 3893.913330
	Iteration 54Q: 3 clusters Score -1.607746e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 146950 members 
Entering Unmasked Estep 
Score: -16077457.000000 Penalty: 3893.913330
	Iteration 55Q: 3 clusters Score -1.607746e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 147098 members 
Entering Unmasked Estep 
Score: -16077427.000000 Penalty: 3893.913330
	Iteration 56Q: 3 clusters Score -1.607743e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 147270 members 
Entering Unmasked Estep 
Score: -16077412.000000 Penalty: 3893.913330
	Iteration 57Q: 3 clusters Score -1.607741e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 147447 members 
Entering Unmasked Estep 
Score: -16077402.000000 Penalty: 3893.913330
	Iteration 58Q: 3 clusters Score -1.60774e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 147615 members 
Entering Unmasked Estep 
Score: -16077465.000000 Penalty: 3893.913330
	Iteration 59Q: 3 clusters Score -1.607746e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 147786 members 
Entering Unmasked Estep 
Score: -16077486.000000 Penalty: 3893.913330
	Iteration 60F: 3 clusters Score -1.607749e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 147960 members 
Entering Unmasked Estep 
Score: -16077467.000000 Penalty: 3893.913330
	Iteration 61Q: 3 clusters Score -1.607747e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 148158 members 
Entering Unmasked Estep 
Score: -16077510.000000 Penalty: 3893.913330
	Iteration 62Q: 3 clusters Score -1.607751e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 148350 members 
Entering Unmasked Estep 
Score: -16077531.000000 Penalty: 3893.913330
	Iteration 63Q: 3 clusters Score -1.607753e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 148544 members 
Entering Unmasked Estep 
Score: -16077557.000000 Penalty: 3893.913330
	Iteration 64Q: 3 clusters Score -1.607756e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 148748 members 
Entering Unmasked Estep 
Score: -16077596.000000 Penalty: 3893.913330
	Iteration 65Q: 3 clusters Score -1.60776e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 148924 members 
Entering Unmasked Estep 
Score: -16077579.000000 Penalty: 3893.913330
	Iteration 66Q: 3 clusters Score -1.607758e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 149116 members 
Entering Unmasked Estep 
Score: -16077598.000000 Penalty: 3893.913330
	Iteration 67Q: 3 clusters Score -1.60776e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 149292 members 
Entering Unmasked Estep 
Score: -16077585.000000 Penalty: 3893.913330
	Iteration 68Q: 3 clusters Score -1.607758e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 149465 members 
Entering Unmasked Estep 
Score: -16077574.000000 Penalty: 3893.913330
	Iteration 69Q: 3 clusters Score -1.607757e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 149652 members 
Entering Unmasked Estep 
Score: -16077562.000000 Penalty: 3893.913330
	Iteration 70Q: 3 clusters Score -1.607756e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 149837 members 
Entering Unmasked Estep 
Score: -16077569.000000 Penalty: 3893.913330
	Iteration 71Q: 3 clusters Score -1.607757e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 150019 members 
Entering Unmasked Estep 
Score: -16077575.000000 Penalty: 3893.913330
	Iteration 72Q: 3 clusters Score -1.607758e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 150204 members 
Entering Unmasked Estep 
Score: -16077592.000000 Penalty: 3893.913330
	Iteration 73Q: 3 clusters Score -1.607759e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 150408 members 
Entering Unmasked Estep 
Score: -16077591.000000 Penalty: 3893.913330
	Iteration 74Q: 3 clusters Score -1.607759e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 150625 members 
Entering Unmasked Estep 
Score: -16077692.000000 Penalty: 3893.913330
	Iteration 75Q: 3 clusters Score -1.607769e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 150831 members 
Entering Unmasked Estep 
Score: -16077634.000000 Penalty: 3893.913330
	Iteration 76Q: 3 clusters Score -1.607763e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 151008 members 
Entering Unmasked Estep 
Score: -16077612.000000 Penalty: 3893.913330
	Iteration 77Q: 3 clusters Score -1.607761e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 151187 members 
Entering Unmasked Estep 
Score: -16077618.000000 Penalty: 3893.913330
	Iteration 78Q: 3 clusters Score -1.607762e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 151363 members 
Entering Unmasked Estep 
Score: -16077614.000000 Penalty: 3893.913330
	Iteration 79Q: 3 clusters Score -1.607761e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 151507 members 
Entering Unmasked Estep 
Score: -16077614.000000 Penalty: 3893.913330
	Iteration 80F: 3 clusters Score -1.607761e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 151646 members 
Entering Unmasked Estep 
Score: -16077580.000000 Penalty: 3893.913330
	Iteration 81Q: 3 clusters Score -1.607758e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 151792 members 
Entering Unmasked Estep 
Score: -16077559.000000 Penalty: 3893.913330
	Iteration 82Q: 3 clusters Score -1.607756e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 151921 members 
Entering Unmasked Estep 
Score: -16077519.000000 Penalty: 3893.913330
	Iteration 83Q: 3 clusters Score -1.607752e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 152050 members 
Entering Unmasked Estep 
Score: -16077525.000000 Penalty: 3893.913330
	Iteration 84Q: 3 clusters Score -1.607752e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 152181 members 
Entering Unmasked Estep 
Score: -16077506.000000 Penalty: 3893.913330
	Iteration 85Q: 3 clusters Score -1.607751e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 152313 members 
Entering Unmasked Estep 
Score: -16077491.000000 Penalty: 3893.913330
	Iteration 86Q: 3 clusters Score -1.607749e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 152457 members 
Entering Unmasked Estep 
Score: -16077488.000000 Penalty: 3893.913330
	Iteration 87Q: 3 clusters Score -1.607749e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 152607 members 
Entering Unmasked Estep 
Score: -16077513.000000 Penalty: 3893.913330
	Iteration 88Q: 3 clusters Score -1.607751e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 152776 members 
Entering Unmasked Estep 
Score: -16077486.000000 Penalty: 3893.913330
	Iteration 89Q: 3 clusters Score -1.607749e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 152945 members 
Entering Unmasked Estep 
Score: -16077464.000000 Penalty: 3893.913330
	Iteration 90Q: 3 clusters Score -1.607746e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 153141 members 
Entering Unmasked Estep 
Score: -16077453.000000 Penalty: 3893.913330
	Iteration 91Q: 3 clusters Score -1.607745e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 153328 members 
Entering Unmasked Estep 
Score: -16077484.000000 Penalty: 3893.913330
	Iteration 92Q: 3 clusters Score -1.607748e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 153516 members 
Entering Unmasked Estep 
Score: -16077470.000000 Penalty: 3893.913330
	Iteration 93Q: 3 clusters Score -1.607747e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 153679 members 
Entering Unmasked Estep 
Score: -16077472.000000 Penalty: 3893.913330
	Iteration 94Q: 3 clusters Score -1.607747e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 153829 members 
Entering Unmasked Estep 
Score: -16077475.000000 Penalty: 3893.913330
	Iteration 95Q: 3 clusters Score -1.607748e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 153984 members 
Entering Unmasked Estep 
Score: -16077478.000000 Penalty: 3893.913330
	Iteration 96Q: 3 clusters Score -1.607748e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 154129 members 
Entering Unmasked Estep 
Score: -16077445.000000 Penalty: 3893.913330
	Iteration 97Q: 3 clusters Score -1.607744e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 154274 members 
Entering Unmasked Estep 
Score: -16077394.000000 Penalty: 3893.913330
	Iteration 98Q: 3 clusters Score -1.607739e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 154427 members 
Entering Unmasked Estep 
Score: -16077384.000000 Penalty: 3893.913330
	Iteration 99Q: 3 clusters Score -1.607738e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 154559 members 
Entering Unmasked Estep 
Score: -16077366.000000 Penalty: 3893.913330
	Iteration 100F: 3 clusters Score -1.607737e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 154682 members 
Entering Unmasked Estep 
Score: -16077335.000000 Penalty: 3893.913330
	Iteration 101Q: 3 clusters Score -1.607734e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 154793 members 
Entering Unmasked Estep 
Score: -16077332.000000 Penalty: 3893.913330
	Iteration 102Q: 3 clusters Score -1.607733e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 154905 members 
Entering Unmasked Estep 
Score: -16077307.000000 Penalty: 3893.913330
	Iteration 103Q: 3 clusters Score -1.607731e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 155022 members 
Entering Unmasked Estep 
Score: -16077259.000000 Penalty: 3893.913330
	Iteration 104Q: 3 clusters Score -1.607726e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 155126 members 
Entering Unmasked Estep 
Score: -16077247.000000 Penalty: 3893.913330
	Iteration 105Q: 3 clusters Score -1.607725e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 155222 members 
Entering Unmasked Estep 
Score: -16077242.000000 Penalty: 3893.913330
	Iteration 106Q: 3 clusters Score -1.607724e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 155311 members 
Entering Unmasked Estep 
Score: -16077273.000000 Penalty: 3893.913330
	Iteration 107Q: 3 clusters Score -1.607727e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 155412 members 
Entering Unmasked Estep 
Score: -16077261.000000 Penalty: 3893.913330
	Iteration 108Q: 3 clusters Score -1.607726e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 155518 members 
Entering Unmasked Estep 
Score: -16077248.000000 Penalty: 3893.913330
	Iteration 109Q: 3 clusters Score -1.607725e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 155610 members 
Entering Unmasked Estep 
Score: -16077274.000000 Penalty: 3893.913330
	Iteration 110Q: 3 clusters Score -1.607727e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 155685 members 
Entering Unmasked Estep 
Score: -16077219.000000 Penalty: 3893.913330
	Iteration 111Q: 3 clusters Score -1.607722e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 155756 members 
Entering Unmasked Estep 
Score: -16077238.000000 Penalty: 3893.913330
	Iteration 112Q: 3 clusters Score -1.607724e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 155819 members 
Entering Unmasked Estep 
Score: -16077236.000000 Penalty: 3893.913330
	Iteration 113Q: 3 clusters Score -1.607724e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 155899 members 
Entering Unmasked Estep 
Score: -16077195.000000 Penalty: 3893.913330
	Iteration 114Q: 3 clusters Score -1.60772e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 155975 members 
Entering Unmasked Estep 
Score: -16077192.000000 Penalty: 3893.913330
	Iteration 115Q: 3 clusters Score -1.607719e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 156051 members 
Entering Unmasked Estep 
Score: -16077190.000000 Penalty: 3893.913330
	Iteration 116Q: 3 clusters Score -1.607719e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 156133 members 
Entering Unmasked Estep 
Score: -16077165.000000 Penalty: 3893.913330
	Iteration 117Q: 3 clusters Score -1.607716e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 156202 members 
Entering Unmasked Estep 
Score: -16077172.000000 Penalty: 3893.913330
	Iteration 118Q: 3 clusters Score -1.607717e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 156259 members 
Entering Unmasked Estep 
Score: -16077149.000000 Penalty: 3893.913330
	Iteration 119Q: 3 clusters Score -1.607715e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 156313 members 
Entering Unmasked Estep 
Score: -16077148.000000 Penalty: 3893.913330
	Iteration 120F: 3 clusters Score -1.607715e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 156359 members 
Entering Unmasked Estep 
Score: -16077125.000000 Penalty: 3893.913330
	Iteration 121Q: 3 clusters Score -1.607712e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 156402 members 
Entering Unmasked Estep 
Score: -16077126.000000 Penalty: 3893.913330
	Iteration 122Q: 3 clusters Score -1.607713e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 156447 members 
Entering Unmasked Estep 
Score: -16077096.000000 Penalty: 3893.913330
	Iteration 123Q: 3 clusters Score -1.60771e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 156497 members 
Entering Unmasked Estep 
Score: -16077075.000000 Penalty: 3893.913330
	Iteration 124Q: 3 clusters Score -1.607708e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 156548 members 
Entering Unmasked Estep 
Score: -16077073.000000 Penalty: 3893.913330
	Iteration 125Q: 3 clusters Score -1.607707e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 156583 members 
Entering Unmasked Estep 
Score: -16077079.000000 Penalty: 3893.913330
	Iteration 126Q: 3 clusters Score -1.607708e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 156620 members 
Entering Unmasked Estep 
Score: -16077071.000000 Penalty: 3893.913330
	Iteration 127Q: 3 clusters Score -1.607707e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 156663 members 
Entering Unmasked Estep 
Score: -16077063.000000 Penalty: 3893.913330
	Iteration 128Q: 3 clusters Score -1.607706e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 156700 members 
Entering Unmasked Estep 
Score: -16077046.000000 Penalty: 3893.913330
	Iteration 129Q: 3 clusters Score -1.607705e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 156749 members 
Entering Unmasked Estep 
Score: -16077034.000000 Penalty: 3893.913330
	Iteration 130Q: 3 clusters Score -1.607703e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 156804 members 
Entering Unmasked Estep 
Score: -16077039.000000 Penalty: 3893.913330
	Iteration 131Q: 3 clusters Score -1.607704e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 156856 members 
Entering Unmasked Estep 
Score: -16077016.000000 Penalty: 3893.913330
	Iteration 132Q: 3 clusters Score -1.607702e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 156905 members 
Entering Unmasked Estep 
Score: -16076993.000000 Penalty: 3893.913330
	Iteration 133Q: 3 clusters Score -1.607699e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 156942 members 
Entering Unmasked Estep 
Score: -16076984.000000 Penalty: 3893.913330
	Iteration 134Q: 3 clusters Score -1.607698e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 156972 members 
Entering Unmasked Estep 
Score: -16077006.000000 Penalty: 3893.913330
	Iteration 135Q: 3 clusters Score -1.607701e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 157004 members 
Entering Unmasked Estep 
Score: -16077003.000000 Penalty: 3893.913330
	Iteration 136Q: 3 clusters Score -1.6077e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 157027 members 
Entering Unmasked Estep 
Score: -16076978.000000 Penalty: 3893.913330
	Iteration 137Q: 3 clusters Score -1.607698e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 157053 members 
Entering Unmasked Estep 
Score: -16076973.000000 Penalty: 3893.913330
	Iteration 138Q: 3 clusters Score -1.607697e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 157074 members 
Entering Unmasked Estep 
Score: -16076962.000000 Penalty: 3893.913330
	Iteration 139Q: 3 clusters Score -1.607696e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 157097 members 
Entering Unmasked Estep 
Score: -16076942.000000 Penalty: 3893.913330
	Iteration 140F: 3 clusters Score -1.607694e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 157119 members 
Entering Unmasked Estep 
Score: -16076968.000000 Penalty: 3893.913330
	Iteration 141Q: 3 clusters Score -1.607697e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 157147 members 
Entering Unmasked Estep 
Score: -16076977.000000 Penalty: 3893.913330
	Iteration 142Q: 3 clusters Score -1.607698e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 157164 members 
Entering Unmasked Estep 
Score: -16076983.000000 Penalty: 3893.913330
	Iteration 143Q: 3 clusters Score -1.607698e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 157183 members 
Entering Unmasked Estep 
Score: -16076971.000000 Penalty: 3893.913330
	Iteration 144Q: 3 clusters Score -1.607697e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 157202 members 
Entering Unmasked Estep 
Score: -16076958.000000 Penalty: 3893.913330
	Iteration 145Q: 3 clusters Score -1.607696e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 157227 members 
Entering Unmasked Estep 
Score: -16076948.000000 Penalty: 3893.913330
	Iteration 146Q: 3 clusters Score -1.607695e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 157259 members 
Entering Unmasked Estep 
Score: -16076944.000000 Penalty: 3893.913330
	Iteration 147Q: 3 clusters Score -1.607694e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 157287 members 
Entering Unmasked Estep 
Score: -16076925.000000 Penalty: 3893.913330
	Iteration 148Q: 3 clusters Score -1.607692e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 157318 members 
Entering Unmasked Estep 
Score: -16076911.000000 Penalty: 3893.913330
	Iteration 149Q: 3 clusters Score -1.607691e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 157341 members 
Entering Unmasked Estep 
Score: -16076909.000000 Penalty: 3893.913330
	Iteration 150Q: 3 clusters Score -1.607691e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 157363 members 
Entering Unmasked Estep 
Score: -16076874.000000 Penalty: 3893.913330
	Iteration 151Q: 3 clusters Score -1.607687e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 157386 members 
Entering Unmasked Estep 
Score: -16076880.000000 Penalty: 3893.913330
	Iteration 152Q: 3 clusters Score -1.607688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 157403 members 
Entering Unmasked Estep 
Score: -16076885.000000 Penalty: 3893.913330
	Iteration 153Q: 3 clusters Score -1.607688e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 157417 members 
Entering Unmasked Estep 
Score: -16076862.000000 Penalty: 3893.913330
	Iteration 154Q: 3 clusters Score -1.607686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 157434 members 
Entering Unmasked Estep 
Score: -16076869.000000 Penalty: 3893.913330
	Iteration 155Q: 3 clusters Score -1.607687e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 157456 members 
Entering Unmasked Estep 
Score: -16076844.000000 Penalty: 3893.913330
	Iteration 156Q: 3 clusters Score -1.607684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 157475 members 
Entering Unmasked Estep 
Score: -16076837.000000 Penalty: 3893.913330
	Iteration 157Q: 3 clusters Score -1.607684e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 157495 members 
Entering Unmasked Estep 
Score: -16076826.000000 Penalty: 3893.913330
	Iteration 158Q: 3 clusters Score -1.607683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 157513 members 
Entering Unmasked Estep 
Score: -16076821.000000 Penalty: 3893.913330
	Iteration 159Q: 3 clusters Score -1.607682e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 157533 members 
Entering Unmasked Estep 
Score: -16076817.000000 Penalty: 3893.913330
	Iteration 160F: 3 clusters Score -1.607682e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 157556 members 
Entering Unmasked Estep 
Score: -16076797.000000 Penalty: 3893.913330
	Iteration 161Q: 3 clusters Score -1.60768e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 157573 members 
Entering Unmasked Estep 
Score: -16076795.000000 Penalty: 3893.913330
	Iteration 162Q: 3 clusters Score -1.60768e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 157590 members 
Entering Unmasked Estep 
Score: -16076809.000000 Penalty: 3893.913330
	Iteration 163Q: 3 clusters Score -1.607681e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 157611 members 
Entering Unmasked Estep 
Score: -16076815.000000 Penalty: 3893.913330
	Iteration 164Q: 3 clusters Score -1.607682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 157632 members 
Entering Unmasked Estep 
Score: -16076820.000000 Penalty: 3893.913330
	Iteration 165Q: 3 clusters Score -1.607682e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 157658 members 
Entering Unmasked Estep 
Score: -16076802.000000 Penalty: 3893.913330
	Iteration 166Q: 3 clusters Score -1.60768e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 157683 members 
Entering Unmasked Estep 
Score: -16076816.000000 Penalty: 3893.913330
	Iteration 167Q: 3 clusters Score -1.607682e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 157712 members 
Entering Unmasked Estep 
Score: -16076818.000000 Penalty: 3893.913330
	Iteration 168Q: 3 clusters Score -1.607682e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 157735 members 
Entering Unmasked Estep 
Score: -16076797.000000 Penalty: 3893.913330
	Iteration 169Q: 3 clusters Score -1.60768e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 157767 members 
Entering Unmasked Estep 
Score: -16076761.000000 Penalty: 3893.913330
	Iteration 170Q: 3 clusters Score -1.607676e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 157799 members 
Entering Unmasked Estep 
Score: -16076758.000000 Penalty: 3893.913330
	Iteration 171Q: 3 clusters Score -1.607676e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 157831 members 
Entering Unmasked Estep 
Score: -16076793.000000 Penalty: 3893.913330
	Iteration 172Q: 3 clusters Score -1.607679e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 157853 members 
Entering Unmasked Estep 
Score: -16076805.000000 Penalty: 3893.913330
	Iteration 173Q: 3 clusters Score -1.60768e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 157876 members 
Entering Unmasked Estep 
Score: -16076795.000000 Penalty: 3893.913330
	Iteration 174Q: 3 clusters Score -1.60768e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 157899 members 
Entering Unmasked Estep 
Score: -16076781.000000 Penalty: 3893.913330
	Iteration 175Q: 3 clusters Score -1.607678e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 157923 members 
Entering Unmasked Estep 
Score: -16076784.000000 Penalty: 3893.913330
	Iteration 176Q: 3 clusters Score -1.607678e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 157944 members 
Entering Unmasked Estep 
Score: -16076781.000000 Penalty: 3893.913330
	Iteration 177Q: 3 clusters Score -1.607678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 157956 members 
Entering Unmasked Estep 
Score: -16076783.000000 Penalty: 3893.913330
	Iteration 178Q: 3 clusters Score -1.607678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 157968 members 
Entering Unmasked Estep 
Score: -16076772.000000 Penalty: 3893.913330
	Iteration 179Q: 3 clusters Score -1.607677e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 157982 members 
Entering Unmasked Estep 
Score: -16076780.000000 Penalty: 3893.913330
	Iteration 180F: 3 clusters Score -1.607678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 157993 members 
Entering Unmasked Estep 
Score: -16076775.000000 Penalty: 3893.913330
	Iteration 181Q: 3 clusters Score -1.607678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 158001 members 
Entering Unmasked Estep 
Score: -16076762.000000 Penalty: 3893.913330
	Iteration 182Q: 3 clusters Score -1.607676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 158012 members 
Entering Unmasked Estep 
Score: -16076753.000000 Penalty: 3893.913330
	Iteration 183Q: 3 clusters Score -1.607675e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 158027 members 
Entering Unmasked Estep 
Score: -16076750.000000 Penalty: 3893.913330
	Iteration 184Q: 3 clusters Score -1.607675e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 158042 members 
Entering Unmasked Estep 
Score: -16076757.000000 Penalty: 3893.913330
	Iteration 185Q: 3 clusters Score -1.607676e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 158058 members 
Entering Unmasked Estep 
Score: -16076745.000000 Penalty: 3893.913330
	Iteration 186Q: 3 clusters Score -1.607674e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 158077 members 
Entering Unmasked Estep 
Score: -16076750.000000 Penalty: 3893.913330
	Iteration 187Q: 3 clusters Score -1.607675e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 158098 members 
Entering Unmasked Estep 
Score: -16076748.000000 Penalty: 3893.913330
	Iteration 188Q: 3 clusters Score -1.607675e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 158122 members 
Entering Unmasked Estep 
Score: -16076746.000000 Penalty: 3893.913330
	Iteration 189Q: 3 clusters Score -1.607675e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 158139 members 
Entering Unmasked Estep 
Score: -16076727.000000 Penalty: 3893.913330
	Iteration 190Q: 3 clusters Score -1.607673e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 158155 members 
Entering Unmasked Estep 
Score: -16076738.000000 Penalty: 3893.913330
	Iteration 191Q: 3 clusters Score -1.607674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 158169 members 
Entering Unmasked Estep 
Score: -16076721.000000 Penalty: 3893.913330
	Iteration 192Q: 3 clusters Score -1.607672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 158178 members 
Entering Unmasked Estep 
Score: -16076736.000000 Penalty: 3893.913330
	Iteration 193Q: 3 clusters Score -1.607674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 158188 members 
Entering Unmasked Estep 
Score: -16076734.000000 Penalty: 3893.913330
	Iteration 194Q: 3 clusters Score -1.607673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 158194 members 
Entering Unmasked Estep 
Score: -16076733.000000 Penalty: 3893.913330
	Iteration 195Q: 3 clusters Score -1.607673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 158199 members 
Entering Unmasked Estep 
Score: -16076739.000000 Penalty: 3893.913330
	Iteration 196Q: 3 clusters Score -1.607674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 158208 members 
Entering Unmasked Estep 
Score: -16076731.000000 Penalty: 3893.913330
	Iteration 197Q: 3 clusters Score -1.607673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 158218 members 
Entering Unmasked Estep 
Score: -16076729.000000 Penalty: 3893.913330
	Iteration 198Q: 3 clusters Score -1.607673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 158230 members 
Entering Unmasked Estep 
Score: -16076726.000000 Penalty: 3893.913330
	Iteration 199Q: 3 clusters Score -1.607673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 158244 members 
Entering Unmasked Estep 
Score: -16076740.000000 Penalty: 3893.913330
	Iteration 200F: 3 clusters Score -1.607674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 158255 members 
Entering Unmasked Estep 
Score: -16076727.000000 Penalty: 3893.913330
	Iteration 201Q: 3 clusters Score -1.607673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 158264 members 
Entering Unmasked Estep 
Score: -16076739.000000 Penalty: 3893.913330
	Iteration 202Q: 3 clusters Score -1.607674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 158279 members 
Entering Unmasked Estep 
Score: -16076722.000000 Penalty: 3893.913330
	Iteration 203Q: 3 clusters Score -1.607672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 158287 members 
Entering Unmasked Estep 
Score: -16076726.000000 Penalty: 3893.913330
	Iteration 204Q: 3 clusters Score -1.607673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 158297 members 
Entering Unmasked Estep 
Score: -16076722.000000 Penalty: 3893.913330
	Iteration 205Q: 3 clusters Score -1.607672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 158312 members 
Entering Unmasked Estep 
Score: -16076713.000000 Penalty: 3893.913330
	Iteration 206Q: 3 clusters Score -1.607671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 158322 members 
Entering Unmasked Estep 
Score: -16076703.000000 Penalty: 3893.913330
	Iteration 207Q: 3 clusters Score -1.60767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 158329 members 
Entering Unmasked Estep 
Score: -16076702.000000 Penalty: 3893.913330
	Iteration 208Q: 3 clusters Score -1.60767e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 158340 members 
Entering Unmasked Estep 
Score: -16076707.000000 Penalty: 3893.913330
	Iteration 209Q: 3 clusters Score -1.607671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 158347 members 
Entering Unmasked Estep 
Score: -16076693.000000 Penalty: 3893.913330
	Iteration 210Q: 3 clusters Score -1.607669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 158355 members 
Entering Unmasked Estep 
Score: -16076699.000000 Penalty: 3893.913330
	Iteration 211Q: 3 clusters Score -1.60767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 158360 members 
Entering Unmasked Estep 
Score: -16076696.000000 Penalty: 3893.913330
	Iteration 212Q: 3 clusters Score -1.60767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 158369 members 
Entering Unmasked Estep 
Score: -16076685.000000 Penalty: 3893.913330
	Iteration 213Q: 3 clusters Score -1.607668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 158374 members 
Entering Unmasked Estep 
Score: -16076684.000000 Penalty: 3893.913330
	Iteration 214Q: 3 clusters Score -1.607668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 158379 members 
Entering Unmasked Estep 
Score: -16076683.000000 Penalty: 3893.913330
	Iteration 215Q: 3 clusters Score -1.607668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 158386 members 
Entering Unmasked Estep 
Score: -16076687.000000 Penalty: 3893.913330
	Iteration 216Q: 3 clusters Score -1.607669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 158391 members 
Entering Unmasked Estep 
Score: -16076705.000000 Penalty: 3893.913330
	Iteration 217Q: 3 clusters Score -1.60767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 158400 members 
Entering Unmasked Estep 
Score: -16076705.000000 Penalty: 3893.913330
	Iteration 218Q: 3 clusters Score -1.60767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 158408 members 
Entering Unmasked Estep 
Score: -16076688.000000 Penalty: 3893.913330
	Iteration 219Q: 3 clusters Score -1.607669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 158411 members 
Entering Unmasked Estep 
Score: -16076693.000000 Penalty: 3893.913330
	Iteration 220F: 3 clusters Score -1.607669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 158416 members 
Entering Unmasked Estep 
Score: -16076685.000000 Penalty: 3893.913330
	Iteration 221Q: 3 clusters Score -1.607668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 158422 members 
Entering Unmasked Estep 
Score: -16076692.000000 Penalty: 3893.913330
	Iteration 222Q: 3 clusters Score -1.607669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 158429 members 
Entering Unmasked Estep 
Score: -16076685.000000 Penalty: 3893.913330
	Iteration 223Q: 3 clusters Score -1.607668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 158433 members 
Entering Unmasked Estep 
Score: -16076685.000000 Penalty: 3893.913330
	Iteration 224Q: 3 clusters Score -1.607668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 158432 members 
Entering Unmasked Estep 
Score: -16076680.000000 Penalty: 3893.913330
	Iteration 225Q: 3 clusters Score -1.607668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 158434 members 
Entering Unmasked Estep 
Score: -16076678.000000 Penalty: 3893.913330
	Iteration 226Q: 3 clusters Score -1.607668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 158435 members 
Entering Unmasked Estep 
Score: -16076676.000000 Penalty: 3893.913330
	Iteration 227Q: 3 clusters Score -1.607668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 158436 members 
Entering Unmasked Estep 
Score: -16076688.000000 Penalty: 3893.913330
	Iteration 228Q: 3 clusters Score -1.607669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 158438 members 
Entering Unmasked Estep 
Score: -16076676.000000 Penalty: 3893.913330
	Iteration 229Q: 3 clusters Score -1.607668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 158441 members 
Entering Unmasked Estep 
Score: -16076680.000000 Penalty: 3893.913330
	Iteration 230Q: 3 clusters Score -1.607668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 158445 members 
Entering Unmasked Estep 
Score: -16076667.000000 Penalty: 3893.913330
	Iteration 231Q: 3 clusters Score -1.607667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 158447 members 
Entering Unmasked Estep 
Score: -16076668.000000 Penalty: 3893.913330
	Iteration 232Q: 3 clusters Score -1.607667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 158448 members 
Entering Unmasked Estep 
Score: -16076670.000000 Penalty: 3893.913330
	Iteration 233Q: 3 clusters Score -1.607667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 158451 members 
Entering Unmasked Estep 
Score: -16076673.000000 Penalty: 3893.913330
	Iteration 234Q: 3 clusters Score -1.607667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 158455 members 
Entering Unmasked Estep 
Score: -16076672.000000 Penalty: 3893.913330
	Iteration 235Q: 3 clusters Score -1.607667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 158463 members 
Entering Unmasked Estep 
Score: -16076673.000000 Penalty: 3893.913330
	Iteration 236Q: 3 clusters Score -1.607667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 158467 members 
Entering Unmasked Estep 
Score: -16076675.000000 Penalty: 3893.913330
	Iteration 237Q: 3 clusters Score -1.607668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 158475 members 
Entering Unmasked Estep 
Score: -16076667.000000 Penalty: 3893.913330
	Iteration 238Q: 3 clusters Score -1.607667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 158480 members 
Entering Unmasked Estep 
Score: -16076671.000000 Penalty: 3893.913330
	Iteration 239Q: 3 clusters Score -1.607667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 158489 members 
Entering Unmasked Estep 
Score: -16076673.000000 Penalty: 3893.913330
	Iteration 240F: 3 clusters Score -1.607667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 158499 members 
Entering Unmasked Estep 
Score: -16076675.000000 Penalty: 3893.913330
	Iteration 241Q: 3 clusters Score -1.607668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 158508 members 
Entering Unmasked Estep 
Score: -16076677.000000 Penalty: 3893.913330
	Iteration 242Q: 3 clusters Score -1.607668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 158510 members 
Entering Unmasked Estep 
Score: -16076679.000000 Penalty: 3893.913330
	Iteration 243Q: 3 clusters Score -1.607668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 158511 members 
Entering Unmasked Estep 
Score: -16076685.000000 Penalty: 3893.913330
	Iteration 244Q: 3 clusters Score -1.607668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 158516 members 
Entering Unmasked Estep 
Score: -16076691.000000 Penalty: 3893.913330
	Iteration 245Q: 3 clusters Score -1.607669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 158519 members 
Entering Unmasked Estep 
Score: -16076685.000000 Penalty: 3893.913330
	Iteration 246Q: 3 clusters Score -1.607668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 158524 members 
Entering Unmasked Estep 
Score: -16076679.000000 Penalty: 3893.913330
	Iteration 247Q: 3 clusters Score -1.607668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 158526 members 
Entering Unmasked Estep 
Score: -16076673.000000 Penalty: 3893.913330
	Iteration 248Q: 3 clusters Score -1.607667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 158528 members 
Entering Unmasked Estep 
Score: -16076690.000000 Penalty: 3893.913330
	Iteration 249Q: 3 clusters Score -1.607669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 158530 members 
Entering Unmasked Estep 
Score: -16076677.000000 Penalty: 3893.913330
	Iteration 250Q: 3 clusters Score -1.607668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 158532 members 
Entering Unmasked Estep 
Score: -16076678.000000 Penalty: 3893.913330
	Iteration 251Q: 3 clusters Score -1.607668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 158534 members 
Entering Unmasked Estep 
Score: -16076681.000000 Penalty: 3893.913330
	Iteration 252Q: 3 clusters Score -1.607668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 158536 members 
Entering Unmasked Estep 
Score: -16076677.000000 Penalty: 3893.913330
	Iteration 253Q: 3 clusters Score -1.607668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 158539 members 
Entering Unmasked Estep 
Score: -16076665.000000 Penalty: 3893.913330
	Iteration 254Q: 3 clusters Score -1.607666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 158541 members 
Entering Unmasked Estep 
Score: -16076664.000000 Penalty: 3893.913330
	Iteration 255Q: 3 clusters Score -1.607666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 158542 members 
Entering Unmasked Estep 
Score: -16076661.000000 Penalty: 3893.913330
	Iteration 256Q: 3 clusters Score -1.607666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 158543 members 
Entering Unmasked Estep 
Score: -16076661.000000 Penalty: 3893.913330
	Iteration 257Q: 3 clusters Score -1.607666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 158544 members 
Entering Unmasked Estep 
Score: -16076663.000000 Penalty: 3893.913330
	Iteration 258Q: 3 clusters Score -1.607666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 158543 members 
Entering Unmasked Estep 
Score: -16076659.000000 Penalty: 3893.913330
	Iteration 259Q: 3 clusters Score -1.607666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 158543 members 
Entering Unmasked Estep 
Score: -16076659.000000 Penalty: 3893.913330
	Iteration 260F: 3 clusters Score -1.607666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Entering Unmasked Estep 
Score: -677843.625000 Penalty: 1430.532104
	Iteration 0F: 2 clusters Score -677843.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -672818.937500 Penalty: 2861.064209
	Iteration 0F: 3 clusters Score -672818.9 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -674416.812500 Penalty: 2861.064209
	Iteration 1F: 3 clusters Score -674416.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -674739.125000 Penalty: 2861.064209
	Iteration 2F: 3 clusters Score -674739.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -675089.500000 Penalty: 2861.064209
	Iteration 3F: 3 clusters Score -675089.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -675400.375000 Penalty: 2861.064209
	Iteration 4F: 3 clusters Score -675400.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -675684.312500 Penalty: 2861.064209
	Iteration 5F: 3 clusters Score -675684.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -675963.812500 Penalty: 2861.064209
	Iteration 6F: 3 clusters Score -675963.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -676177.562500 Penalty: 2861.064209
	Iteration 7Q: 3 clusters Score -676177.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -676350.812500 Penalty: 2861.064209
	Iteration 8Q: 3 clusters Score -676350.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -676465.125000 Penalty: 2861.064209
	Iteration 9Q: 3 clusters Score -676465.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -676530.062500 Penalty: 2861.064209
	Iteration 10Q: 3 clusters Score -676530.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -676578.062500 Penalty: 2861.064209
	Iteration 11Q: 3 clusters Score -676578.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -676615.500000 Penalty: 2861.064209
	Iteration 12Q: 3 clusters Score -676615.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -676637.625000 Penalty: 2861.064209
	Iteration 13Q: 3 clusters Score -676637.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -676660.000000 Penalty: 2861.064209
	Iteration 14Q: 3 clusters Score -676660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -676672.375000 Penalty: 2861.064209
	Iteration 15Q: 3 clusters Score -676672.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -676679.750000 Penalty: 2861.064209
	Iteration 16Q: 3 clusters Score -676679.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -676685.312500 Penalty: 2861.064209
	Iteration 17Q: 3 clusters Score -676685.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -676689.125000 Penalty: 2861.064209
	Iteration 18Q: 3 clusters Score -676689.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -676691.937500 Penalty: 2861.064209
	Iteration 19Q: 3 clusters Score -676691.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -676693.375000 Penalty: 2861.064209
	Iteration 20F: 3 clusters Score -676693.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -676697.187500 Penalty: 2861.064209
	Iteration 21Q: 3 clusters Score -676697.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -676699.812500 Penalty: 2861.064209
	Iteration 22Q: 3 clusters Score -676699.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -676698.500000 Penalty: 2861.064209
	Iteration 23Q: 3 clusters Score -676698.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -676699.250000 Penalty: 2861.064209
	Iteration 24Q: 3 clusters Score -676699.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -676700.812500 Penalty: 2861.064209
	Iteration 25Q: 3 clusters Score -676700.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -676701.687500 Penalty: 2861.064209
	Iteration 26Q: 3 clusters Score -676701.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -676702.500000 Penalty: 2861.064209
	Iteration 27Q: 3 clusters Score -676702.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -676705.500000 Penalty: 2861.064209
	Iteration 28Q: 3 clusters Score -676705.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -676705.875000 Penalty: 2861.064209
	Iteration 29Q: 3 clusters Score -676705.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -676708.937500 Penalty: 2861.064209
	Iteration 30Q: 3 clusters Score -676708.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -676710.875000 Penalty: 2861.064209
	Iteration 31Q: 3 clusters Score -676710.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -676713.500000 Penalty: 2861.064209
	Iteration 32Q: 3 clusters Score -676713.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -676714.125000 Penalty: 2861.064209
	Iteration 33Q: 3 clusters Score -676714.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -676715.062500 Penalty: 2861.064209
	Iteration 34Q: 3 clusters Score -676715.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -676717.250000 Penalty: 2861.064209
	Iteration 35Q: 3 clusters Score -676717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -676717.375000 Penalty: 2861.064209
	Iteration 36Q: 3 clusters Score -676717.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -676718.125000 Penalty: 2861.064209
	Iteration 37Q: 3 clusters Score -676718.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -676717.812500 Penalty: 2861.064209
	Iteration 38Q: 3 clusters Score -676717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -676719.062500 Penalty: 2861.064209
	Iteration 39Q: 3 clusters Score -676719.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -676718.875000 Penalty: 2861.064209
	Iteration 40F: 3 clusters Score -676718.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -676720.312500 Penalty: 2861.064209
	Iteration 41Q: 3 clusters Score -676720.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -676722.250000 Penalty: 2861.064209
	Iteration 42Q: 3 clusters Score -676722.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -676722.375000 Penalty: 2861.064209
	Iteration 43Q: 3 clusters Score -676722.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -676723.062500 Penalty: 2861.064209
	Iteration 44Q: 3 clusters Score -676723.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -676723.562500 Penalty: 2861.064209
	Iteration 45Q: 3 clusters Score -676723.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -676724.437500 Penalty: 2861.064209
	Iteration 46Q: 3 clusters Score -676724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -676724.062500 Penalty: 2861.064209
	Iteration 47Q: 3 clusters Score -676724.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -676724.250000 Penalty: 2861.064209
	Iteration 48Q: 3 clusters Score -676724.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -676724.250000 Penalty: 2861.064209
	Iteration 49F: 3 clusters Score -676724.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (168327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168327 members 
Entering Unmasked Estep 
Score: -17292208.000000 Penalty: 1955.470337
	Iteration 0F: 2 clusters Score -1.729221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84462 members 
Mstep: Class 2 contains 83865 members 
Entering Unmasked Estep 
Score: -17186578.000000 Penalty: 3910.940674
	Iteration 0F: 3 clusters Score -1.718658e+07 nChanged 81403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90827 members 
Mstep: Class 2 contains 77500 members 
Entering Unmasked Estep 
Score: -17234502.000000 Penalty: 3910.940674
	Iteration 1F: 3 clusters Score -1.72345e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94734 members 
Mstep: Class 2 contains 73593 members 
Entering Unmasked Estep 
Score: -17235902.000000 Penalty: 3910.940674
	Iteration 2Q: 3 clusters Score -1.72359e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100787 members 
Mstep: Class 2 contains 67540 members 
Entering Unmasked Estep 
Score: -17238304.000000 Penalty: 3910.940674
	Iteration 3Q: 3 clusters Score -1.72383e+07 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109725 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -17243042.000000 Penalty: 3910.940674
	Iteration 4F: 3 clusters Score -1.724304e+07 nChanged 12281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121788 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -17251044.000000 Penalty: 3910.940674
	Iteration 5F: 3 clusters Score -1.725104e+07 nChanged 14691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136427 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -17263170.000000 Penalty: 3910.940674
	Iteration 6F: 3 clusters Score -1.726317e+07 nChanged 14267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150680 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -17276272.000000 Penalty: 3910.940674
	Iteration 7F: 3 clusters Score -1.727627e+07 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161020 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -17285216.000000 Penalty: 3910.940674
	Iteration 8F: 3 clusters Score -1.728522e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165982 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -17289080.000000 Penalty: 3910.940674
	Iteration 9Q: 3 clusters Score -1.728908e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167548 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -17290116.000000 Penalty: 3910.940674
	Iteration 10Q: 3 clusters Score -1.729012e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167952 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -17290316.000000 Penalty: 3910.940674
	Iteration 11Q: 3 clusters Score -1.729032e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168059 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -17290408.000000 Penalty: 3910.940674
	Iteration 12Q: 3 clusters Score -1.729041e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168089 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -17290422.000000 Penalty: 3910.940674
	Iteration 13Q: 3 clusters Score -1.729042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168105 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -17290458.000000 Penalty: 3910.940674
	Iteration 14Q: 3 clusters Score -1.729046e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168109 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17290476.000000 Penalty: 3910.940674
	Iteration 15Q: 3 clusters Score -1.729048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168119 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17290488.000000 Penalty: 3910.940674
	Iteration 16Q: 3 clusters Score -1.729049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168119 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17290478.000000 Penalty: 3910.940674
	Iteration 17Q: 3 clusters Score -1.729048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168121 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17290492.000000 Penalty: 3910.940674
	Iteration 18Q: 3 clusters Score -1.729049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168122 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17290492.000000 Penalty: 3910.940674
	Iteration 19Q: 3 clusters Score -1.729049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168124 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17290490.000000 Penalty: 3910.940674
	Iteration 20F: 3 clusters Score -1.729049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168125 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17290492.000000 Penalty: 3910.940674
	Iteration 21Q: 3 clusters Score -1.729049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168126 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17290482.000000 Penalty: 3910.940674
	Iteration 22Q: 3 clusters Score -1.729048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168127 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17290492.000000 Penalty: 3910.940674
	Iteration 23Q: 3 clusters Score -1.729049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168131 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17290496.000000 Penalty: 3910.940674
	Iteration 24Q: 3 clusters Score -1.72905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168132 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17290504.000000 Penalty: 3910.940674
	Iteration 25Q: 3 clusters Score -1.72905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168135 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17290514.000000 Penalty: 3910.940674
	Iteration 26Q: 3 clusters Score -1.729051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168137 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17290518.000000 Penalty: 3910.940674
	Iteration 27Q: 3 clusters Score -1.729052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168137 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17290518.000000 Penalty: 3910.940674
	Iteration 28F: 3 clusters Score -1.729052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (116721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116721 members 
Entering Unmasked Estep 
Score: -11984947.000000 Penalty: 1895.975464
	Iteration 0F: 2 clusters Score -1.198495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 58250 members 
Entering Unmasked Estep 
Score: -11906682.000000 Penalty: 3791.950928
	Iteration 0F: 3 clusters Score -1.190668e+07 nChanged 56547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59864 members 
Mstep: Class 2 contains 56857 members 
Entering Unmasked Estep 
Score: -11939222.000000 Penalty: 3791.950928
	Iteration 1F: 3 clusters Score -1.193922e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 55552 members 
Entering Unmasked Estep 
Score: -11939801.000000 Penalty: 3791.950928
	Iteration 2Q: 3 clusters Score -1.19398e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
Score: -11940727.000000 Penalty: 3791.950928
	Iteration 3Q: 3 clusters Score -1.194073e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66723 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -11942114.000000 Penalty: 3791.950928
	Iteration 4Q: 3 clusters Score -1.194211e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71946 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -11944677.000000 Penalty: 3791.950928
	Iteration 5Q: 3 clusters Score -1.194468e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79649 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -11949741.000000 Penalty: 3791.950928
	Iteration 6F: 3 clusters Score -1.194974e+07 nChanged 10180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89723 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -11957828.000000 Penalty: 3791.950928
	Iteration 7F: 3 clusters Score -1.195783e+07 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100207 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -11967669.000000 Penalty: 3791.950928
	Iteration 8F: 3 clusters Score -1.196767e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108571 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -11976015.000000 Penalty: 3791.950928
	Iteration 9F: 3 clusters Score -1.197602e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113379 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -11980803.000000 Penalty: 3791.950928
	Iteration 10Q: 3 clusters Score -1.19808e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115377 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -11982448.000000 Penalty: 3791.950928
	Iteration 11Q: 3 clusters Score -1.198245e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116023 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -11982948.000000 Penalty: 3791.950928
	Iteration 12Q: 3 clusters Score -1.198295e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116246 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -11983150.000000 Penalty: 3791.950928
	Iteration 13Q: 3 clusters Score -1.198315e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116337 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -11983228.000000 Penalty: 3791.950928
	Iteration 14Q: 3 clusters Score -1.198323e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116379 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -11983256.000000 Penalty: 3791.950928
	Iteration 15Q: 3 clusters Score -1.198326e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116398 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -11983282.000000 Penalty: 3791.950928
	Iteration 16Q: 3 clusters Score -1.198328e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116403 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -11983296.000000 Penalty: 3791.950928
	Iteration 17Q: 3 clusters Score -1.19833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116404 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -11983292.000000 Penalty: 3791.950928
	Iteration 18Q: 3 clusters Score -1.198329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116408 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -11983299.000000 Penalty: 3791.950928
	Iteration 19Q: 3 clusters Score -1.19833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116409 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -11983309.000000 Penalty: 3791.950928
	Iteration 20F: 3 clusters Score -1.198331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116411 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -11983311.000000 Penalty: 3791.950928
	Iteration 21Q: 3 clusters Score -1.198331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116414 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -11983320.000000 Penalty: 3791.950928
	Iteration 22Q: 3 clusters Score -1.198332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116418 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -11983322.000000 Penalty: 3791.950928
	Iteration 23Q: 3 clusters Score -1.198332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116419 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -11983327.000000 Penalty: 3791.950928
	Iteration 24Q: 3 clusters Score -1.198333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116419 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -11983334.000000 Penalty: 3791.950928
	Iteration 25Q: 3 clusters Score -1.198333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116423 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -11983335.000000 Penalty: 3791.950928
	Iteration 26Q: 3 clusters Score -1.198334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116424 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -11983328.000000 Penalty: 3791.950928
	Iteration 27Q: 3 clusters Score -1.198333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116425 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -11983330.000000 Penalty: 3791.950928
	Iteration 28Q: 3 clusters Score -1.198333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116424 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -11983336.000000 Penalty: 3791.950928
	Iteration 29Q: 3 clusters Score -1.198334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116426 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -11983338.000000 Penalty: 3791.950928
	Iteration 30Q: 3 clusters Score -1.198334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116425 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -11983337.000000 Penalty: 3791.950928
	Iteration 31Q: 3 clusters Score -1.198334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116426 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -11983328.000000 Penalty: 3791.950928
	Iteration 32Q: 3 clusters Score -1.198333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116427 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -11983338.000000 Penalty: 3791.950928
	Iteration 33Q: 3 clusters Score -1.198334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116428 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -11983329.000000 Penalty: 3791.950928
	Iteration 34Q: 3 clusters Score -1.198333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116430 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -11983325.000000 Penalty: 3791.950928
	Iteration 35Q: 3 clusters Score -1.198332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116432 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -11983325.000000 Penalty: 3791.950928
	Iteration 36Q: 3 clusters Score -1.198332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116436 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -11983329.000000 Penalty: 3791.950928
	Iteration 37Q: 3 clusters Score -1.198333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116439 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -11983334.000000 Penalty: 3791.950928
	Iteration 38Q: 3 clusters Score -1.198333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116442 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -11983329.000000 Penalty: 3791.950928
	Iteration 39Q: 3 clusters Score -1.198333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116442 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -11983329.000000 Penalty: 3791.950928
	Iteration 40F: 3 clusters Score -1.198333e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Entering Unmasked Estep 
Score: -2565607.750000 Penalty: 1652.400269
	Iteration 0F: 2 clusters Score -2565608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2548106.500000 Penalty: 3304.800537
	Iteration 0F: 3 clusters Score -2548106 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2554817.500000 Penalty: 3304.800537
	Iteration 1F: 3 clusters Score -2554818 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2555310.250000 Penalty: 3304.800537
	Iteration 2Q: 3 clusters Score -2555310 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2555879.000000 Penalty: 3304.800537
	Iteration 3F: 3 clusters Score -2555879 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2556618.750000 Penalty: 3304.800537
	Iteration 4F: 3 clusters Score -2556619 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2557564.000000 Penalty: 3304.800537
	Iteration 5F: 3 clusters Score -2557564 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2558638.000000 Penalty: 3304.800537
	Iteration 6F: 3 clusters Score -2558638 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2559818.750000 Penalty: 3304.800537
	Iteration 7F: 3 clusters Score -2559819 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2560872.500000 Penalty: 3304.800537
	Iteration 8F: 3 clusters Score -2560872 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2561751.000000 Penalty: 3304.800537
	Iteration 9Q: 3 clusters Score -2561751 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2562631.250000 Penalty: 3304.800537
	Iteration 10Q: 3 clusters Score -2562631 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2563259.750000 Penalty: 3304.800537
	Iteration 11Q: 3 clusters Score -2563260 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2563587.250000 Penalty: 3304.800537
	Iteration 12Q: 3 clusters Score -2563587 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2563791.500000 Penalty: 3304.800537
	Iteration 13Q: 3 clusters Score -2563792 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2563927.250000 Penalty: 3304.800537
	Iteration 14Q: 3 clusters Score -2563927 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2563998.000000 Penalty: 3304.800537
	Iteration 15Q: 3 clusters Score -2563998 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2564025.000000 Penalty: 3304.800537
	Iteration 16Q: 3 clusters Score -2564025 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2564069.000000 Penalty: 3304.800537
	Iteration 17Q: 3 clusters Score -2564069 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2564079.500000 Penalty: 3304.800537
	Iteration 18Q: 3 clusters Score -2564080 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2564104.500000 Penalty: 3304.800537
	Iteration 19Q: 3 clusters Score -2564104 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2564123.500000 Penalty: 3304.800537
	Iteration 20F: 3 clusters Score -2564124 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2564140.250000 Penalty: 3304.800537
	Iteration 21Q: 3 clusters Score -2564140 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2564147.000000 Penalty: 3304.800537
	Iteration 22Q: 3 clusters Score -2564147 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2564163.000000 Penalty: 3304.800537
	Iteration 23Q: 3 clusters Score -2564163 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2564172.750000 Penalty: 3304.800537
	Iteration 24Q: 3 clusters Score -2564173 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2564179.250000 Penalty: 3304.800537
	Iteration 25Q: 3 clusters Score -2564179 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2564207.500000 Penalty: 3304.800537
	Iteration 26Q: 3 clusters Score -2564208 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2564220.000000 Penalty: 3304.800537
	Iteration 27Q: 3 clusters Score -2564220 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2564229.750000 Penalty: 3304.800537
	Iteration 28Q: 3 clusters Score -2564230 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2564231.000000 Penalty: 3304.800537
	Iteration 29Q: 3 clusters Score -2564231 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2564246.250000 Penalty: 3304.800537
	Iteration 30Q: 3 clusters Score -2564246 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2564250.250000 Penalty: 3304.800537
	Iteration 31Q: 3 clusters Score -2564250 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2564255.250000 Penalty: 3304.800537
	Iteration 32Q: 3 clusters Score -2564255 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2564256.000000 Penalty: 3304.800537
	Iteration 33Q: 3 clusters Score -2564256 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2564267.250000 Penalty: 3304.800537
	Iteration 34Q: 3 clusters Score -2564267 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2564280.000000 Penalty: 3304.800537
	Iteration 35Q: 3 clusters Score -2564280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2564284.250000 Penalty: 3304.800537
	Iteration 36Q: 3 clusters Score -2564284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2564287.750000 Penalty: 3304.800537
	Iteration 37Q: 3 clusters Score -2564288 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2564296.750000 Penalty: 3304.800537
	Iteration 38Q: 3 clusters Score -2564297 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2564303.750000 Penalty: 3304.800537
	Iteration 39Q: 3 clusters Score -2564304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2564299.250000 Penalty: 3304.800537
	Iteration 40F: 3 clusters Score -2564299 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2564321.500000 Penalty: 3304.800537
	Iteration 41Q: 3 clusters Score -2564322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2564321.500000 Penalty: 3304.800537
	Iteration 42Q: 3 clusters Score -2564322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2564328.500000 Penalty: 3304.800537
	Iteration 43Q: 3 clusters Score -2564328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2564336.000000 Penalty: 3304.800537
	Iteration 44Q: 3 clusters Score -2564336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2564338.750000 Penalty: 3304.800537
	Iteration 45Q: 3 clusters Score -2564339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2564340.750000 Penalty: 3304.800537
	Iteration 46Q: 3 clusters Score -2564341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2564344.000000 Penalty: 3304.800537
	Iteration 47Q: 3 clusters Score -2564344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2564342.250000 Penalty: 3304.800537
	Iteration 48Q: 3 clusters Score -2564342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2564346.250000 Penalty: 3304.800537
	Iteration 49Q: 3 clusters Score -2564346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2564350.500000 Penalty: 3304.800537
	Iteration 50Q: 3 clusters Score -2564350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2564358.000000 Penalty: 3304.800537
	Iteration 51Q: 3 clusters Score -2564358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2564354.500000 Penalty: 3304.800537
	Iteration 52Q: 3 clusters Score -2564354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2564355.750000 Penalty: 3304.800537
	Iteration 53Q: 3 clusters Score -2564356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2564354.750000 Penalty: 3304.800537
	Iteration 54Q: 3 clusters Score -2564355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2564357.500000 Penalty: 3304.800537
	Iteration 55Q: 3 clusters Score -2564358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2564354.750000 Penalty: 3304.800537
	Iteration 56Q: 3 clusters Score -2564355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2564359.500000 Penalty: 3304.800537
	Iteration 57Q: 3 clusters Score -2564360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2564366.250000 Penalty: 3304.800537
	Iteration 58Q: 3 clusters Score -2564366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2564369.750000 Penalty: 3304.800537
	Iteration 59Q: 3 clusters Score -2564370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2564369.250000 Penalty: 3304.800537
	Iteration 60F: 3 clusters Score -2564369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2564369.500000 Penalty: 3304.800537
	Iteration 61Q: 3 clusters Score -2564370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2564372.750000 Penalty: 3304.800537
	Iteration 62Q: 3 clusters Score -2564373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2564371.250000 Penalty: 3304.800537
	Iteration 63Q: 3 clusters Score -2564371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2564369.750000 Penalty: 3304.800537
	Iteration 64Q: 3 clusters Score -2564370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2564373.000000 Penalty: 3304.800537
	Iteration 65Q: 3 clusters Score -2564373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2564372.750000 Penalty: 3304.800537
	Iteration 66Q: 3 clusters Score -2564373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2564373.250000 Penalty: 3304.800537
	Iteration 67Q: 3 clusters Score -2564373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2564376.750000 Penalty: 3304.800537
	Iteration 68Q: 3 clusters Score -2564377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2564378.750000 Penalty: 3304.800537
	Iteration 69Q: 3 clusters Score -2564379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2564375.000000 Penalty: 3304.800537
	Iteration 70Q: 3 clusters Score -2564375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2564373.000000 Penalty: 3304.800537
	Iteration 71Q: 3 clusters Score -2564373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2564370.000000 Penalty: 3304.800537
	Iteration 72Q: 3 clusters Score -2564370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2564371.250000 Penalty: 3304.800537
	Iteration 73Q: 3 clusters Score -2564371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2564372.000000 Penalty: 3304.800537
	Iteration 74Q: 3 clusters Score -2564372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2564370.000000 Penalty: 3304.800537
	Iteration 75Q: 3 clusters Score -2564370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2564370.000000 Penalty: 3304.800537
	Iteration 76F: 3 clusters Score -2564370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Entering Unmasked Estep 
Score: -955840.250000 Penalty: 1485.062256
	Iteration 0F: 2 clusters Score -955840.2 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 4632 members 
Entering Unmasked Estep 
Score: -949095.125000 Penalty: 2970.124512
	Iteration 0F: 3 clusters Score -949095.1 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -951289.437500 Penalty: 2970.124512
	Iteration 1F: 3 clusters Score -951289.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -951559.500000 Penalty: 2970.124512
	Iteration 2F: 3 clusters Score -951559.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -951802.625000 Penalty: 2970.124512
	Iteration 3F: 3 clusters Score -951802.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -952042.250000 Penalty: 2970.124512
	Iteration 4F: 3 clusters Score -952042.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -952288.125000 Penalty: 2970.124512
	Iteration 5Q: 3 clusters Score -952288.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -952534.125000 Penalty: 2970.124512
	Iteration 6Q: 3 clusters Score -952534.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -952821.687500 Penalty: 2970.124512
	Iteration 7Q: 3 clusters Score -952821.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -953158.687500 Penalty: 2970.124512
	Iteration 8Q: 3 clusters Score -953158.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -953510.625000 Penalty: 2970.124512
	Iteration 9Q: 3 clusters Score -953510.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -953833.687500 Penalty: 2970.124512
	Iteration 10Q: 3 clusters Score -953833.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -954023.937500 Penalty: 2970.124512
	Iteration 11Q: 3 clusters Score -954023.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -954109.187500 Penalty: 2970.124512
	Iteration 12Q: 3 clusters Score -954109.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -954154.562500 Penalty: 2970.124512
	Iteration 13Q: 3 clusters Score -954154.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -954191.812500 Penalty: 2970.124512
	Iteration 14Q: 3 clusters Score -954191.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -954214.937500 Penalty: 2970.124512
	Iteration 15Q: 3 clusters Score -954214.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -954231.000000 Penalty: 2970.124512
	Iteration 16Q: 3 clusters Score -954231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -954245.937500 Penalty: 2970.124512
	Iteration 17Q: 3 clusters Score -954245.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -954261.000000 Penalty: 2970.124512
	Iteration 18Q: 3 clusters Score -954261 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -954272.875000 Penalty: 2970.124512
	Iteration 19Q: 3 clusters Score -954272.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -954284.937500 Penalty: 2970.124512
	Iteration 20F: 3 clusters Score -954284.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -954295.125000 Penalty: 2970.124512
	Iteration 21Q: 3 clusters Score -954295.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -954300.750000 Penalty: 2970.124512
	Iteration 22Q: 3 clusters Score -954300.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -954305.250000 Penalty: 2970.124512
	Iteration 23Q: 3 clusters Score -954305.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -954308.875000 Penalty: 2970.124512
	Iteration 24Q: 3 clusters Score -954308.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -954312.187500 Penalty: 2970.124512
	Iteration 25Q: 3 clusters Score -954312.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -954313.875000 Penalty: 2970.124512
	Iteration 26Q: 3 clusters Score -954313.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -954315.437500 Penalty: 2970.124512
	Iteration 27Q: 3 clusters Score -954315.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -954316.250000 Penalty: 2970.124512
	Iteration 28Q: 3 clusters Score -954316.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -954316.812500 Penalty: 2970.124512
	Iteration 29Q: 3 clusters Score -954316.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -954317.312500 Penalty: 2970.124512
	Iteration 30Q: 3 clusters Score -954317.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -954317.312500 Penalty: 2970.124512
	Iteration 31Q: 3 clusters Score -954317.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -954319.937500 Penalty: 2970.124512
	Iteration 32Q: 3 clusters Score -954319.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -954320.125000 Penalty: 2970.124512
	Iteration 33Q: 3 clusters Score -954320.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -954320.437500 Penalty: 2970.124512
	Iteration 34Q: 3 clusters Score -954320.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -954321.437500 Penalty: 2970.124512
	Iteration 35Q: 3 clusters Score -954321.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -954322.500000 Penalty: 2970.124512
	Iteration 36Q: 3 clusters Score -954322.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -954322.312500 Penalty: 2970.124512
	Iteration 37Q: 3 clusters Score -954322.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -954323.125000 Penalty: 2970.124512
	Iteration 38Q: 3 clusters Score -954323.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -954321.812500 Penalty: 2970.124512
	Iteration 39Q: 3 clusters Score -954321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -954322.062500 Penalty: 2970.124512
	Iteration 40F: 3 clusters Score -954322.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (180814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180814 members 
Entering Unmasked Estep 
Score: -18216966.000000 Penalty: 1967.098999
	Iteration 0F: 2 clusters Score -1.821697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90441 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -18099348.000000 Penalty: 3934.197998
	Iteration 0F: 3 clusters Score -1.809935e+07 nChanged 87259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93996 members 
Mstep: Class 2 contains 86818 members 
Entering Unmasked Estep 
Score: -18151076.000000 Penalty: 3934.197998
	Iteration 1F: 3 clusters Score -1.815108e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96938 members 
Mstep: Class 2 contains 83876 members 
Entering Unmasked Estep 
Score: -18153156.000000 Penalty: 3934.197998
	Iteration 2Q: 3 clusters Score -1.815316e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101337 members 
Mstep: Class 2 contains 79477 members 
Entering Unmasked Estep 
Score: -18156172.000000 Penalty: 3934.197998
	Iteration 3Q: 3 clusters Score -1.815617e+07 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107525 members 
Mstep: Class 2 contains 73289 members 
Entering Unmasked Estep 
Score: -18160874.000000 Penalty: 3934.197998
	Iteration 4F: 3 clusters Score -1.816087e+07 nChanged 11602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115765 members 
Mstep: Class 2 contains 65049 members 
Entering Unmasked Estep 
Score: -18167360.000000 Penalty: 3934.197998
	Iteration 5F: 3 clusters Score -1.816736e+07 nChanged 12816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126033 members 
Mstep: Class 2 contains 54781 members 
Entering Unmasked Estep 
Score: -18176244.000000 Penalty: 3934.197998
	Iteration 6F: 3 clusters Score -1.817624e+07 nChanged 13113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137308 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -18186496.000000 Penalty: 3934.197998
	Iteration 7F: 3 clusters Score -1.81865e+07 nChanged 11623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147917 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -18196134.000000 Penalty: 3934.197998
	Iteration 8F: 3 clusters Score -1.819613e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155981 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -18203280.000000 Penalty: 3934.197998
	Iteration 9Q: 3 clusters Score -1.820328e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160911 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -18207620.000000 Penalty: 3934.197998
	Iteration 10Q: 3 clusters Score -1.820762e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163868 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -18210028.000000 Penalty: 3934.197998
	Iteration 11Q: 3 clusters Score -1.821003e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166005 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -18211244.000000 Penalty: 3934.197998
	Iteration 12Q: 3 clusters Score -1.821124e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167686 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -18212014.000000 Penalty: 3934.197998
	Iteration 13Q: 3 clusters Score -1.821201e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169099 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -18212582.000000 Penalty: 3934.197998
	Iteration 14Q: 3 clusters Score -1.821258e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170281 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -18212986.000000 Penalty: 3934.197998
	Iteration 15Q: 3 clusters Score -1.821299e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171313 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -18213278.000000 Penalty: 3934.197998
	Iteration 16Q: 3 clusters Score -1.821328e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172198 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -18213444.000000 Penalty: 3934.197998
	Iteration 17Q: 3 clusters Score -1.821344e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172938 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -18213686.000000 Penalty: 3934.197998
	Iteration 18Q: 3 clusters Score -1.821369e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173583 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -18213962.000000 Penalty: 3934.197998
	Iteration 19Q: 3 clusters Score -1.821396e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174165 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -18214212.000000 Penalty: 3934.197998
	Iteration 20F: 3 clusters Score -1.821421e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174698 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -18214446.000000 Penalty: 3934.197998
	Iteration 21Q: 3 clusters Score -1.821445e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175175 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -18214534.000000 Penalty: 3934.197998
	Iteration 22Q: 3 clusters Score -1.821453e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175604 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -18214608.000000 Penalty: 3934.197998
	Iteration 23Q: 3 clusters Score -1.821461e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176014 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -18214808.000000 Penalty: 3934.197998
	Iteration 24Q: 3 clusters Score -1.821481e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176377 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -18214934.000000 Penalty: 3934.197998
	Iteration 25Q: 3 clusters Score -1.821493e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176706 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -18215070.000000 Penalty: 3934.197998
	Iteration 26Q: 3 clusters Score -1.821507e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176994 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -18215232.000000 Penalty: 3934.197998
	Iteration 27Q: 3 clusters Score -1.821523e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177232 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -18215312.000000 Penalty: 3934.197998
	Iteration 28Q: 3 clusters Score -1.821531e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177472 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -18215384.000000 Penalty: 3934.197998
	Iteration 29Q: 3 clusters Score -1.821538e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177678 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -18215470.000000 Penalty: 3934.197998
	Iteration 30Q: 3 clusters Score -1.821547e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177859 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -18215520.000000 Penalty: 3934.197998
	Iteration 31Q: 3 clusters Score -1.821552e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178005 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -18215536.000000 Penalty: 3934.197998
	Iteration 32Q: 3 clusters Score -1.821554e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178113 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -18215554.000000 Penalty: 3934.197998
	Iteration 33Q: 3 clusters Score -1.821555e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178224 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -18215586.000000 Penalty: 3934.197998
	Iteration 34Q: 3 clusters Score -1.821559e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178310 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -18215594.000000 Penalty: 3934.197998
	Iteration 35Q: 3 clusters Score -1.821559e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178377 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -18215612.000000 Penalty: 3934.197998
	Iteration 36Q: 3 clusters Score -1.821561e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178439 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -18215608.000000 Penalty: 3934.197998
	Iteration 37Q: 3 clusters Score -1.821561e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178491 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -18215590.000000 Penalty: 3934.197998
	Iteration 38Q: 3 clusters Score -1.821559e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178530 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -18215618.000000 Penalty: 3934.197998
	Iteration 39Q: 3 clusters Score -1.821562e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178568 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -18215634.000000 Penalty: 3934.197998
	Iteration 40F: 3 clusters Score -1.821563e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178609 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -18215630.000000 Penalty: 3934.197998
	Iteration 41Q: 3 clusters Score -1.821563e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178642 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -18215618.000000 Penalty: 3934.197998
	Iteration 42Q: 3 clusters Score -1.821562e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178669 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -18215608.000000 Penalty: 3934.197998
	Iteration 43Q: 3 clusters Score -1.821561e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178692 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -18215606.000000 Penalty: 3934.197998
	Iteration 44Q: 3 clusters Score -1.821561e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178720 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -18215614.000000 Penalty: 3934.197998
	Iteration 45Q: 3 clusters Score -1.821561e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178747 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -18215590.000000 Penalty: 3934.197998
	Iteration 46Q: 3 clusters Score -1.821559e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178774 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -18215598.000000 Penalty: 3934.197998
	Iteration 47Q: 3 clusters Score -1.82156e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178794 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -18215610.000000 Penalty: 3934.197998
	Iteration 48Q: 3 clusters Score -1.821561e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178810 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -18215590.000000 Penalty: 3934.197998
	Iteration 49Q: 3 clusters Score -1.821559e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178829 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -18215606.000000 Penalty: 3934.197998
	Iteration 50Q: 3 clusters Score -1.821561e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178842 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -18215614.000000 Penalty: 3934.197998
	Iteration 51Q: 3 clusters Score -1.821561e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178859 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -18215600.000000 Penalty: 3934.197998
	Iteration 52Q: 3 clusters Score -1.82156e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178878 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -18215634.000000 Penalty: 3934.197998
	Iteration 53Q: 3 clusters Score -1.821563e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178893 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -18215648.000000 Penalty: 3934.197998
	Iteration 54Q: 3 clusters Score -1.821565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178906 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -18215648.000000 Penalty: 3934.197998
	Iteration 55Q: 3 clusters Score -1.821565e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178930 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -18215668.000000 Penalty: 3934.197998
	Iteration 56Q: 3 clusters Score -1.821567e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178951 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -18215704.000000 Penalty: 3934.197998
	Iteration 57Q: 3 clusters Score -1.82157e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178966 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -18215706.000000 Penalty: 3934.197998
	Iteration 58Q: 3 clusters Score -1.821571e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178980 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -18215706.000000 Penalty: 3934.197998
	Iteration 59Q: 3 clusters Score -1.821571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178998 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -18215702.000000 Penalty: 3934.197998
	Iteration 60F: 3 clusters Score -1.82157e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179018 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -18215694.000000 Penalty: 3934.197998
	Iteration 61Q: 3 clusters Score -1.821569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179030 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -18215718.000000 Penalty: 3934.197998
	Iteration 62Q: 3 clusters Score -1.821572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179040 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -18215724.000000 Penalty: 3934.197998
	Iteration 63Q: 3 clusters Score -1.821572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179052 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -18215722.000000 Penalty: 3934.197998
	Iteration 64Q: 3 clusters Score -1.821572e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179065 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -18215708.000000 Penalty: 3934.197998
	Iteration 65Q: 3 clusters Score -1.821571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179077 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -18215724.000000 Penalty: 3934.197998
	Iteration 66Q: 3 clusters Score -1.821572e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179094 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -18215742.000000 Penalty: 3934.197998
	Iteration 67Q: 3 clusters Score -1.821574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179103 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -18215744.000000 Penalty: 3934.197998
	Iteration 68Q: 3 clusters Score -1.821574e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179116 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -18215730.000000 Penalty: 3934.197998
	Iteration 69Q: 3 clusters Score -1.821573e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179131 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -18215746.000000 Penalty: 3934.197998
	Iteration 70Q: 3 clusters Score -1.821575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179143 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -18215762.000000 Penalty: 3934.197998
	Iteration 71Q: 3 clusters Score -1.821576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179153 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -18215776.000000 Penalty: 3934.197998
	Iteration 72Q: 3 clusters Score -1.821578e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179161 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -18215758.000000 Penalty: 3934.197998
	Iteration 73Q: 3 clusters Score -1.821576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179171 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -18215766.000000 Penalty: 3934.197998
	Iteration 74Q: 3 clusters Score -1.821577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179179 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -18215768.000000 Penalty: 3934.197998
	Iteration 75Q: 3 clusters Score -1.821577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179185 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -18215758.000000 Penalty: 3934.197998
	Iteration 76Q: 3 clusters Score -1.821576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179188 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -18215770.000000 Penalty: 3934.197998
	Iteration 77Q: 3 clusters Score -1.821577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179190 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -18215774.000000 Penalty: 3934.197998
	Iteration 78Q: 3 clusters Score -1.821577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179190 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -18215774.000000 Penalty: 3934.197998
	Iteration 79F: 3 clusters Score -1.821577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (77261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77261 members 
Entering Unmasked Estep 
Score: -7936178.500000 Penalty: 1828.928589
	Iteration 0F: 2 clusters Score -7936178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -7884701.500000 Penalty: 3657.857178
	Iteration 0F: 3 clusters Score -7884702 nChanged 36548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -7905570.000000 Penalty: 3657.857178
	Iteration 1F: 3 clusters Score -7905570 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -7906161.000000 Penalty: 3657.857178
	Iteration 2Q: 3 clusters Score -7906161 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -7906803.500000 Penalty: 3657.857178
	Iteration 3Q: 3 clusters Score -7906804 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -7907821.000000 Penalty: 3657.857178
	Iteration 4Q: 3 clusters Score -7907821 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -7909685.500000 Penalty: 3657.857178
	Iteration 5Q: 3 clusters Score -7909686 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53441 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -7912941.500000 Penalty: 3657.857178
	Iteration 6F: 3 clusters Score -7912942 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -7917943.000000 Penalty: 3657.857178
	Iteration 7F: 3 clusters Score -7917943 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65487 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -7923737.000000 Penalty: 3657.857178
	Iteration 8F: 3 clusters Score -7923737 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70327 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -7928461.500000 Penalty: 3657.857178
	Iteration 9F: 3 clusters Score -7928462 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73471 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -7931471.500000 Penalty: 3657.857178
	Iteration 10Q: 3 clusters Score -7931472 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75215 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -7933041.000000 Penalty: 3657.857178
	Iteration 11Q: 3 clusters Score -7933041 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76137 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -7933750.000000 Penalty: 3657.857178
	Iteration 12Q: 3 clusters Score -7933750 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76618 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7934173.500000 Penalty: 3657.857178
	Iteration 13Q: 3 clusters Score -7934174 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -7934346.500000 Penalty: 3657.857178
	Iteration 14Q: 3 clusters Score -7934346 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76931 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7934444.000000 Penalty: 3657.857178
	Iteration 15Q: 3 clusters Score -7934444 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7934485.000000 Penalty: 3657.857178
	Iteration 16Q: 3 clusters Score -7934485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76996 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7934525.500000 Penalty: 3657.857178
	Iteration 17Q: 3 clusters Score -7934526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7934538.000000 Penalty: 3657.857178
	Iteration 18Q: 3 clusters Score -7934538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7934558.500000 Penalty: 3657.857178
	Iteration 19Q: 3 clusters Score -7934558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7934572.000000 Penalty: 3657.857178
	Iteration 20F: 3 clusters Score -7934572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77030 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7934578.500000 Penalty: 3657.857178
	Iteration 21Q: 3 clusters Score -7934578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77034 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7934589.000000 Penalty: 3657.857178
	Iteration 22Q: 3 clusters Score -7934589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77035 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7934594.000000 Penalty: 3657.857178
	Iteration 23Q: 3 clusters Score -7934594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77036 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7934594.000000 Penalty: 3657.857178
	Iteration 24Q: 3 clusters Score -7934594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77036 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7934594.000000 Penalty: 3657.857178
	Iteration 25F: 3 clusters Score -7934594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (140679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140679 members 
Entering Unmasked Estep 
Score: -14303502.000000 Penalty: 1926.313232
	Iteration 0F: 2 clusters Score -1.43035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70658 members 
Mstep: Class 2 contains 70021 members 
Entering Unmasked Estep 
Score: -14209606.000000 Penalty: 3852.626465
	Iteration 0F: 3 clusters Score -1.420961e+07 nChanged 67948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76898 members 
Mstep: Class 2 contains 63781 members 
Entering Unmasked Estep 
Score: -14249644.000000 Penalty: 3852.626465
	Iteration 1F: 3 clusters Score -1.424964e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80971 members 
Mstep: Class 2 contains 59708 members 
Entering Unmasked Estep 
Score: -14251677.000000 Penalty: 3852.626465
	Iteration 2Q: 3 clusters Score -1.425168e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87021 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -14254868.000000 Penalty: 3852.626465
	Iteration 3Q: 3 clusters Score -1.425487e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95454 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -14260241.000000 Penalty: 3852.626465
	Iteration 4F: 3 clusters Score -1.426024e+07 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106251 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -14268750.000000 Penalty: 3852.626465
	Iteration 5F: 3 clusters Score -1.426875e+07 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118352 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -14279803.000000 Penalty: 3852.626465
	Iteration 6F: 3 clusters Score -1.42798e+07 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129155 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -14290542.000000 Penalty: 3852.626465
	Iteration 7F: 3 clusters Score -1.429054e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136148 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -14297531.000000 Penalty: 3852.626465
	Iteration 8Q: 3 clusters Score -1.429753e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139163 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -14300430.000000 Penalty: 3852.626465
	Iteration 9Q: 3 clusters Score -1.430043e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140167 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -14301353.000000 Penalty: 3852.626465
	Iteration 10Q: 3 clusters Score -1.430135e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140399 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -14301578.000000 Penalty: 3852.626465
	Iteration 11Q: 3 clusters Score -1.430158e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140465 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -14301683.000000 Penalty: 3852.626465
	Iteration 12Q: 3 clusters Score -1.430168e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140500 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14301753.000000 Penalty: 3852.626465
	Iteration 13Q: 3 clusters Score -1.430175e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140511 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14301781.000000 Penalty: 3852.626465
	Iteration 14Q: 3 clusters Score -1.430178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140521 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14301814.000000 Penalty: 3852.626465
	Iteration 15Q: 3 clusters Score -1.430181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140524 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14301821.000000 Penalty: 3852.626465
	Iteration 16Q: 3 clusters Score -1.430182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140525 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14301833.000000 Penalty: 3852.626465
	Iteration 17Q: 3 clusters Score -1.430183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140526 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14301833.000000 Penalty: 3852.626465
	Iteration 18Q: 3 clusters Score -1.430183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140526 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14301833.000000 Penalty: 3852.626465
	Iteration 19F: 3 clusters Score -1.430183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -48970.480469 Penalty: 1028.869019
	Iteration 0F: 2 clusters Score -48970.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -47921.625000 Penalty: 2057.738037
	Iteration 0F: 3 clusters Score -47921.62 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48230.871094 Penalty: 2057.738037
	Iteration 1F: 3 clusters Score -48230.87 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48336.285156 Penalty: 2057.738037
	Iteration 2F: 3 clusters Score -48336.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48402.527344 Penalty: 2057.738037
	Iteration 3F: 3 clusters Score -48402.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48418.105469 Penalty: 2057.738037
	Iteration 4Q: 3 clusters Score -48418.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -48433.523438 Penalty: 2057.738037
	Iteration 5Q: 3 clusters Score -48433.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48434.464844 Penalty: 2057.738037
	Iteration 6Q: 3 clusters Score -48434.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -48435.250000 Penalty: 2057.738037
	Iteration 7Q: 3 clusters Score -48435.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -48435.910156 Penalty: 2057.738037
	Iteration 8Q: 3 clusters Score -48435.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -48437.269531 Penalty: 2057.738037
	Iteration 9Q: 3 clusters Score -48437.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -48441.640625 Penalty: 2057.738037
	Iteration 10Q: 3 clusters Score -48441.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -48446.289062 Penalty: 2057.738037
	Iteration 11Q: 3 clusters Score -48446.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -48446.289062 Penalty: 2057.738037
	Iteration 12F: 3 clusters Score -48446.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (175164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175164 members 
Entering Unmasked Estep 
Score: -17977258.000000 Penalty: 1961.940186
	Iteration 0F: 2 clusters Score -1.797726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87352 members 
Mstep: Class 2 contains 87812 members 
Entering Unmasked Estep 
Score: -17869208.000000 Penalty: 3923.880371
	Iteration 0F: 3 clusters Score -1.786921e+07 nChanged 84255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83081 members 
Mstep: Class 2 contains 92083 members 
Entering Unmasked Estep 
Score: -17919036.000000 Penalty: 3923.880371
	Iteration 1F: 3 clusters Score -1.791904e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80667 members 
Mstep: Class 2 contains 94497 members 
Entering Unmasked Estep 
Score: -17920050.000000 Penalty: 3923.880371
	Iteration 2Q: 3 clusters Score -1.792005e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77075 members 
Mstep: Class 2 contains 98089 members 
Entering Unmasked Estep 
Score: -17921588.000000 Penalty: 3923.880371
	Iteration 3Q: 3 clusters Score -1.792159e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71696 members 
Mstep: Class 2 contains 103468 members 
Entering Unmasked Estep 
Score: -17924080.000000 Penalty: 3923.880371
	Iteration 4Q: 3 clusters Score -1.792408e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 111196 members 
Entering Unmasked Estep 
Score: -17928656.000000 Penalty: 3923.880371
	Iteration 5F: 3 clusters Score -1.792866e+07 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53967 members 
Mstep: Class 2 contains 121197 members 
Entering Unmasked Estep 
Score: -17936012.000000 Penalty: 3923.880371
	Iteration 6F: 3 clusters Score -1.793601e+07 nChanged 12148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 132695 members 
Entering Unmasked Estep 
Score: -17945998.000000 Penalty: 3923.880371
	Iteration 7F: 3 clusters Score -1.7946e+07 nChanged 11358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 143383 members 
Entering Unmasked Estep 
Score: -17956394.000000 Penalty: 3923.880371
	Iteration 8F: 3 clusters Score -1.795639e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 151570 members 
Entering Unmasked Estep 
Score: -17963812.000000 Penalty: 3923.880371
	Iteration 9F: 3 clusters Score -1.796381e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 156769 members 
Entering Unmasked Estep 
Score: -17967928.000000 Penalty: 3923.880371
	Iteration 10Q: 3 clusters Score -1.796793e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 160291 members 
Entering Unmasked Estep 
Score: -17970276.000000 Penalty: 3923.880371
	Iteration 11Q: 3 clusters Score -1.797028e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 162847 members 
Entering Unmasked Estep 
Score: -17971810.000000 Penalty: 3923.880371
	Iteration 12Q: 3 clusters Score -1.797181e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 164844 members 
Entering Unmasked Estep 
Score: -17972796.000000 Penalty: 3923.880371
	Iteration 13Q: 3 clusters Score -1.79728e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 166400 members 
Entering Unmasked Estep 
Score: -17973226.000000 Penalty: 3923.880371
	Iteration 14Q: 3 clusters Score -1.797323e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 167752 members 
Entering Unmasked Estep 
Score: -17973648.000000 Penalty: 3923.880371
	Iteration 15Q: 3 clusters Score -1.797365e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 168823 members 
Entering Unmasked Estep 
Score: -17974016.000000 Penalty: 3923.880371
	Iteration 16Q: 3 clusters Score -1.797402e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 169685 members 
Entering Unmasked Estep 
Score: -17974204.000000 Penalty: 3923.880371
	Iteration 17Q: 3 clusters Score -1.79742e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 170402 members 
Entering Unmasked Estep 
Score: -17974402.000000 Penalty: 3923.880371
	Iteration 18Q: 3 clusters Score -1.79744e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 171023 members 
Entering Unmasked Estep 
Score: -17974606.000000 Penalty: 3923.880371
	Iteration 19Q: 3 clusters Score -1.797461e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 171541 members 
Entering Unmasked Estep 
Score: -17974756.000000 Penalty: 3923.880371
	Iteration 20F: 3 clusters Score -1.797476e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 171977 members 
Entering Unmasked Estep 
Score: -17974904.000000 Penalty: 3923.880371
	Iteration 21Q: 3 clusters Score -1.79749e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 172328 members 
Entering Unmasked Estep 
Score: -17974994.000000 Penalty: 3923.880371
	Iteration 22Q: 3 clusters Score -1.797499e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 172613 members 
Entering Unmasked Estep 
Score: -17975080.000000 Penalty: 3923.880371
	Iteration 23Q: 3 clusters Score -1.797508e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 172835 members 
Entering Unmasked Estep 
Score: -17975122.000000 Penalty: 3923.880371
	Iteration 24Q: 3 clusters Score -1.797512e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 173035 members 
Entering Unmasked Estep 
Score: -17975218.000000 Penalty: 3923.880371
	Iteration 25Q: 3 clusters Score -1.797522e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 173190 members 
Entering Unmasked Estep 
Score: -17975232.000000 Penalty: 3923.880371
	Iteration 26Q: 3 clusters Score -1.797523e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 173309 members 
Entering Unmasked Estep 
Score: -17975276.000000 Penalty: 3923.880371
	Iteration 27Q: 3 clusters Score -1.797528e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 173422 members 
Entering Unmasked Estep 
Score: -17975340.000000 Penalty: 3923.880371
	Iteration 28Q: 3 clusters Score -1.797534e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 173505 members 
Entering Unmasked Estep 
Score: -17975360.000000 Penalty: 3923.880371
	Iteration 29Q: 3 clusters Score -1.797536e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 173589 members 
Entering Unmasked Estep 
Score: -17975400.000000 Penalty: 3923.880371
	Iteration 30Q: 3 clusters Score -1.79754e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 173652 members 
Entering Unmasked Estep 
Score: -17975428.000000 Penalty: 3923.880371
	Iteration 31Q: 3 clusters Score -1.797543e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 173703 members 
Entering Unmasked Estep 
Score: -17975452.000000 Penalty: 3923.880371
	Iteration 32Q: 3 clusters Score -1.797545e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 173746 members 
Entering Unmasked Estep 
Score: -17975464.000000 Penalty: 3923.880371
	Iteration 33Q: 3 clusters Score -1.797546e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 173789 members 
Entering Unmasked Estep 
Score: -17975478.000000 Penalty: 3923.880371
	Iteration 34Q: 3 clusters Score -1.797548e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 173828 members 
Entering Unmasked Estep 
Score: -17975502.000000 Penalty: 3923.880371
	Iteration 35Q: 3 clusters Score -1.79755e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 173863 members 
Entering Unmasked Estep 
Score: -17975528.000000 Penalty: 3923.880371
	Iteration 36Q: 3 clusters Score -1.797553e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 173893 members 
Entering Unmasked Estep 
Score: -17975540.000000 Penalty: 3923.880371
	Iteration 37Q: 3 clusters Score -1.797554e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 173910 members 
Entering Unmasked Estep 
Score: -17975554.000000 Penalty: 3923.880371
	Iteration 38Q: 3 clusters Score -1.797555e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 173932 members 
Entering Unmasked Estep 
Score: -17975556.000000 Penalty: 3923.880371
	Iteration 39Q: 3 clusters Score -1.797556e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 173949 members 
Entering Unmasked Estep 
Score: -17975584.000000 Penalty: 3923.880371
	Iteration 40F: 3 clusters Score -1.797558e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 173966 members 
Entering Unmasked Estep 
Score: -17975582.000000 Penalty: 3923.880371
	Iteration 41Q: 3 clusters Score -1.797558e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 173982 members 
Entering Unmasked Estep 
Score: -17975592.000000 Penalty: 3923.880371
	Iteration 42Q: 3 clusters Score -1.797559e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 173999 members 
Entering Unmasked Estep 
Score: -17975594.000000 Penalty: 3923.880371
	Iteration 43Q: 3 clusters Score -1.797559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 174013 members 
Entering Unmasked Estep 
Score: -17975614.000000 Penalty: 3923.880371
	Iteration 44Q: 3 clusters Score -1.797561e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 174026 members 
Entering Unmasked Estep 
Score: -17975618.000000 Penalty: 3923.880371
	Iteration 45Q: 3 clusters Score -1.797562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 174040 members 
Entering Unmasked Estep 
Score: -17975628.000000 Penalty: 3923.880371
	Iteration 46Q: 3 clusters Score -1.797563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 174050 members 
Entering Unmasked Estep 
Score: -17975630.000000 Penalty: 3923.880371
	Iteration 47Q: 3 clusters Score -1.797563e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 174065 members 
Entering Unmasked Estep 
Score: -17975630.000000 Penalty: 3923.880371
	Iteration 48Q: 3 clusters Score -1.797563e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 174080 members 
Entering Unmasked Estep 
Score: -17975616.000000 Penalty: 3923.880371
	Iteration 49Q: 3 clusters Score -1.797562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 174090 members 
Entering Unmasked Estep 
Score: -17975622.000000 Penalty: 3923.880371
	Iteration 50Q: 3 clusters Score -1.797562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 174100 members 
Entering Unmasked Estep 
Score: -17975628.000000 Penalty: 3923.880371
	Iteration 51Q: 3 clusters Score -1.797563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 174110 members 
Entering Unmasked Estep 
Score: -17975622.000000 Penalty: 3923.880371
	Iteration 52Q: 3 clusters Score -1.797562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 174119 members 
Entering Unmasked Estep 
Score: -17975608.000000 Penalty: 3923.880371
	Iteration 53Q: 3 clusters Score -1.797561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 174123 members 
Entering Unmasked Estep 
Score: -17975618.000000 Penalty: 3923.880371
	Iteration 54Q: 3 clusters Score -1.797562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 174131 members 
Entering Unmasked Estep 
Score: -17975618.000000 Penalty: 3923.880371
	Iteration 55Q: 3 clusters Score -1.797562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 174137 members 
Entering Unmasked Estep 
Score: -17975636.000000 Penalty: 3923.880371
	Iteration 56Q: 3 clusters Score -1.797564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 174142 members 
Entering Unmasked Estep 
Score: -17975622.000000 Penalty: 3923.880371
	Iteration 57Q: 3 clusters Score -1.797562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 174144 members 
Entering Unmasked Estep 
Score: -17975622.000000 Penalty: 3923.880371
	Iteration 58Q: 3 clusters Score -1.797562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 174147 members 
Entering Unmasked Estep 
Score: -17975628.000000 Penalty: 3923.880371
	Iteration 59Q: 3 clusters Score -1.797563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 174152 members 
Entering Unmasked Estep 
Score: -17975630.000000 Penalty: 3923.880371
	Iteration 60F: 3 clusters Score -1.797563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 174156 members 
Entering Unmasked Estep 
Score: -17975638.000000 Penalty: 3923.880371
	Iteration 61Q: 3 clusters Score -1.797564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 174162 members 
Entering Unmasked Estep 
Score: -17975634.000000 Penalty: 3923.880371
	Iteration 62Q: 3 clusters Score -1.797563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 174166 members 
Entering Unmasked Estep 
Score: -17975628.000000 Penalty: 3923.880371
	Iteration 63Q: 3 clusters Score -1.797563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 174170 members 
Entering Unmasked Estep 
Score: -17975628.000000 Penalty: 3923.880371
	Iteration 64Q: 3 clusters Score -1.797563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 174172 members 
Entering Unmasked Estep 
Score: -17975638.000000 Penalty: 3923.880371
	Iteration 65Q: 3 clusters Score -1.797564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 174175 members 
Entering Unmasked Estep 
Score: -17975644.000000 Penalty: 3923.880371
	Iteration 66Q: 3 clusters Score -1.797564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 174177 members 
Entering Unmasked Estep 
Score: -17975648.000000 Penalty: 3923.880371
	Iteration 67Q: 3 clusters Score -1.797565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 174179 members 
Entering Unmasked Estep 
Score: -17975660.000000 Penalty: 3923.880371
	Iteration 68Q: 3 clusters Score -1.797566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 174181 members 
Entering Unmasked Estep 
Score: -17975650.000000 Penalty: 3923.880371
	Iteration 69Q: 3 clusters Score -1.797565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 174185 members 
Entering Unmasked Estep 
Score: -17975652.000000 Penalty: 3923.880371
	Iteration 70Q: 3 clusters Score -1.797565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 174189 members 
Entering Unmasked Estep 
Score: -17975660.000000 Penalty: 3923.880371
	Iteration 71Q: 3 clusters Score -1.797566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 174189 members 
Entering Unmasked Estep 
Score: -17975662.000000 Penalty: 3923.880371
	Iteration 72Q: 3 clusters Score -1.797566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 174190 members 
Entering Unmasked Estep 
Score: -17975662.000000 Penalty: 3923.880371
	Iteration 73Q: 3 clusters Score -1.797566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 174192 members 
Entering Unmasked Estep 
Score: -17975666.000000 Penalty: 3923.880371
	Iteration 74Q: 3 clusters Score -1.797567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 174191 members 
Entering Unmasked Estep 
Score: -17975664.000000 Penalty: 3923.880371
	Iteration 75Q: 3 clusters Score -1.797566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 174192 members 
Entering Unmasked Estep 
Score: -17975656.000000 Penalty: 3923.880371
	Iteration 76Q: 3 clusters Score -1.797566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 174192 members 
Entering Unmasked Estep 
Score: -17975660.000000 Penalty: 3923.880371
	Iteration 77Q: 3 clusters Score -1.797566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 174192 members 
Entering Unmasked Estep 
Score: -17975660.000000 Penalty: 3923.880371
	Iteration 78F: 3 clusters Score -1.797566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (154352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154352 members 
Entering Unmasked Estep 
Score: -15705792.000000 Penalty: 1941.385986
	Iteration 0F: 2 clusters Score -1.570579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76728 members 
Mstep: Class 2 contains 77624 members 
Entering Unmasked Estep 
Score: -15602618.000000 Penalty: 3882.771973
	Iteration 0F: 3 clusters Score -1.560262e+07 nChanged 74743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67461 members 
Mstep: Class 2 contains 86891 members 
Entering Unmasked Estep 
Score: -15647266.000000 Penalty: 3882.771973
	Iteration 1F: 3 clusters Score -1.564727e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61258 members 
Mstep: Class 2 contains 93094 members 
Entering Unmasked Estep 
Score: -15650083.000000 Penalty: 3882.771973
	Iteration 2Q: 3 clusters Score -1.565008e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 102235 members 
Entering Unmasked Estep 
Score: -15655418.000000 Penalty: 3882.771973
	Iteration 3F: 3 clusters Score -1.565542e+07 nChanged 12684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 114845 members 
Entering Unmasked Estep 
Score: -15664802.000000 Penalty: 3882.771973
	Iteration 4F: 3 clusters Score -1.56648e+07 nChanged 15090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 129925 members 
Entering Unmasked Estep 
Score: -15679077.000000 Penalty: 3882.771973
	Iteration 5F: 3 clusters Score -1.567908e+07 nChanged 13520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 143439 members 
Entering Unmasked Estep 
Score: -15693268.000000 Penalty: 3882.771973
	Iteration 6F: 3 clusters Score -1.569327e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 150967 members 
Entering Unmasked Estep 
Score: -15700946.000000 Penalty: 3882.771973
	Iteration 7Q: 3 clusters Score -1.570095e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 153437 members 
Entering Unmasked Estep 
Score: -15703172.000000 Penalty: 3882.771973
	Iteration 8Q: 3 clusters Score -1.570317e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 154046 members 
Entering Unmasked Estep 
Score: -15703734.000000 Penalty: 3882.771973
	Iteration 9Q: 3 clusters Score -1.570373e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 154174 members 
Entering Unmasked Estep 
Score: -15703885.000000 Penalty: 3882.771973
	Iteration 10Q: 3 clusters Score -1.570388e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 154205 members 
Entering Unmasked Estep 
Score: -15703936.000000 Penalty: 3882.771973
	Iteration 11Q: 3 clusters Score -1.570394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 154215 members 
Entering Unmasked Estep 
Score: -15703960.000000 Penalty: 3882.771973
	Iteration 12Q: 3 clusters Score -1.570396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 154224 members 
Entering Unmasked Estep 
Score: -15703967.000000 Penalty: 3882.771973
	Iteration 13Q: 3 clusters Score -1.570397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 154225 members 
Entering Unmasked Estep 
Score: -15703986.000000 Penalty: 3882.771973
	Iteration 14Q: 3 clusters Score -1.570399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 154227 members 
Entering Unmasked Estep 
Score: -15703998.000000 Penalty: 3882.771973
	Iteration 15Q: 3 clusters Score -1.5704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 154229 members 
Entering Unmasked Estep 
Score: -15704004.000000 Penalty: 3882.771973
	Iteration 16Q: 3 clusters Score -1.5704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 154233 members 
Entering Unmasked Estep 
Score: -15704020.000000 Penalty: 3882.771973
	Iteration 17Q: 3 clusters Score -1.570402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 154232 members 
Entering Unmasked Estep 
Score: -15704029.000000 Penalty: 3882.771973
	Iteration 18Q: 3 clusters Score -1.570403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 154231 members 
Entering Unmasked Estep 
Score: -15704013.000000 Penalty: 3882.771973
	Iteration 19Q: 3 clusters Score -1.570401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 154229 members 
Entering Unmasked Estep 
Score: -15704020.000000 Penalty: 3882.771973
	Iteration 20F: 3 clusters Score -1.570402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Entering Unmasked Estep 
Score: -244578.093750 Penalty: 1287.720581
	Iteration 0F: 2 clusters Score -244578.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -242071.406250 Penalty: 2575.441162
	Iteration 0F: 3 clusters Score -242071.4 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -242847.953125 Penalty: 2575.441162
	Iteration 1F: 3 clusters Score -242848 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -243132.218750 Penalty: 2575.441162
	Iteration 2F: 3 clusters Score -243132.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -243351.656250 Penalty: 2575.441162
	Iteration 3F: 3 clusters Score -243351.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -243475.421875 Penalty: 2575.441162
	Iteration 4F: 3 clusters Score -243475.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -243557.593750 Penalty: 2575.441162
	Iteration 5Q: 3 clusters Score -243557.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -243612.125000 Penalty: 2575.441162
	Iteration 6Q: 3 clusters Score -243612.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -243647.093750 Penalty: 2575.441162
	Iteration 7Q: 3 clusters Score -243647.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -243682.468750 Penalty: 2575.441162
	Iteration 8Q: 3 clusters Score -243682.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -243719.671875 Penalty: 2575.441162
	Iteration 9Q: 3 clusters Score -243719.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -243745.328125 Penalty: 2575.441162
	Iteration 10Q: 3 clusters Score -243745.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -243760.687500 Penalty: 2575.441162
	Iteration 11Q: 3 clusters Score -243760.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -243771.593750 Penalty: 2575.441162
	Iteration 12Q: 3 clusters Score -243771.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -243777.468750 Penalty: 2575.441162
	Iteration 13Q: 3 clusters Score -243777.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -243781.750000 Penalty: 2575.441162
	Iteration 14Q: 3 clusters Score -243781.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -243785.953125 Penalty: 2575.441162
	Iteration 15Q: 3 clusters Score -243786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -243789.421875 Penalty: 2575.441162
	Iteration 16Q: 3 clusters Score -243789.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -243790.687500 Penalty: 2575.441162
	Iteration 17Q: 3 clusters Score -243790.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -243793.500000 Penalty: 2575.441162
	Iteration 18Q: 3 clusters Score -243793.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -243795.218750 Penalty: 2575.441162
	Iteration 19Q: 3 clusters Score -243795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -243796.984375 Penalty: 2575.441162
	Iteration 20F: 3 clusters Score -243797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -243799.453125 Penalty: 2575.441162
	Iteration 21Q: 3 clusters Score -243799.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -243803.593750 Penalty: 2575.441162
	Iteration 22Q: 3 clusters Score -243803.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -243806.390625 Penalty: 2575.441162
	Iteration 23Q: 3 clusters Score -243806.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -243808.281250 Penalty: 2575.441162
	Iteration 24Q: 3 clusters Score -243808.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -243810.156250 Penalty: 2575.441162
	Iteration 25Q: 3 clusters Score -243810.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -243810.765625 Penalty: 2575.441162
	Iteration 26Q: 3 clusters Score -243810.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -243811.546875 Penalty: 2575.441162
	Iteration 27Q: 3 clusters Score -243811.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -243812.328125 Penalty: 2575.441162
	Iteration 28Q: 3 clusters Score -243812.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -243812.625000 Penalty: 2575.441162
	Iteration 29Q: 3 clusters Score -243812.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -243812.703125 Penalty: 2575.441162
	Iteration 30Q: 3 clusters Score -243812.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -243812.703125 Penalty: 2575.441162
	Iteration 31F: 3 clusters Score -243812.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Entering Unmasked Estep 
Score: -344814.750000 Penalty: 1325.012817
	Iteration 0F: 2 clusters Score -344814.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -341816.437500 Penalty: 2650.025635
	Iteration 0F: 3 clusters Score -341816.4 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -342586.500000 Penalty: 2650.025635
	Iteration 1F: 3 clusters Score -342586.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -342767.812500 Penalty: 2650.025635
	Iteration 2F: 3 clusters Score -342767.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -342882.218750 Penalty: 2650.025635
	Iteration 3F: 3 clusters Score -342882.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -342983.687500 Penalty: 2650.025635
	Iteration 4Q: 3 clusters Score -342983.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -343075.187500 Penalty: 2650.025635
	Iteration 5Q: 3 clusters Score -343075.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -343138.312500 Penalty: 2650.025635
	Iteration 6Q: 3 clusters Score -343138.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -343202.218750 Penalty: 2650.025635
	Iteration 7Q: 3 clusters Score -343202.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -343264.156250 Penalty: 2650.025635
	Iteration 8Q: 3 clusters Score -343264.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -343332.718750 Penalty: 2650.025635
	Iteration 9Q: 3 clusters Score -343332.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -343402.343750 Penalty: 2650.025635
	Iteration 10Q: 3 clusters Score -343402.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -343466.000000 Penalty: 2650.025635
	Iteration 11Q: 3 clusters Score -343466 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -343499.375000 Penalty: 2650.025635
	Iteration 12Q: 3 clusters Score -343499.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -343526.781250 Penalty: 2650.025635
	Iteration 13Q: 3 clusters Score -343526.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -343552.968750 Penalty: 2650.025635
	Iteration 14Q: 3 clusters Score -343553 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -343578.812500 Penalty: 2650.025635
	Iteration 15Q: 3 clusters Score -343578.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -343598.531250 Penalty: 2650.025635
	Iteration 16Q: 3 clusters Score -343598.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -343621.375000 Penalty: 2650.025635
	Iteration 17Q: 3 clusters Score -343621.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -343645.312500 Penalty: 2650.025635
	Iteration 18Q: 3 clusters Score -343645.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -343666.593750 Penalty: 2650.025635
	Iteration 19Q: 3 clusters Score -343666.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -343685.468750 Penalty: 2650.025635
	Iteration 20F: 3 clusters Score -343685.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -343695.812500 Penalty: 2650.025635
	Iteration 21Q: 3 clusters Score -343695.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -343703.437500 Penalty: 2650.025635
	Iteration 22Q: 3 clusters Score -343703.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -343708.812500 Penalty: 2650.025635
	Iteration 23Q: 3 clusters Score -343708.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -343710.625000 Penalty: 2650.025635
	Iteration 24Q: 3 clusters Score -343710.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -343711.531250 Penalty: 2650.025635
	Iteration 25Q: 3 clusters Score -343711.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -343714.625000 Penalty: 2650.025635
	Iteration 26Q: 3 clusters Score -343714.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -343715.593750 Penalty: 2650.025635
	Iteration 27Q: 3 clusters Score -343715.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -343716.187500 Penalty: 2650.025635
	Iteration 28Q: 3 clusters Score -343716.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -343716.187500 Penalty: 2650.025635
	Iteration 29F: 3 clusters Score -343716.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Entering Unmasked Estep 
Score: -707265.375000 Penalty: 1447.970093
	Iteration 0F: 2 clusters Score -707265.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -701781.875000 Penalty: 2895.940186
	Iteration 0F: 3 clusters Score -701781.9 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -703533.250000 Penalty: 2895.940186
	Iteration 1F: 3 clusters Score -703533.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -703944.937500 Penalty: 2895.940186
	Iteration 2F: 3 clusters Score -703944.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -704345.750000 Penalty: 2895.940186
	Iteration 3F: 3 clusters Score -704345.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -704769.062500 Penalty: 2895.940186
	Iteration 4F: 3 clusters Score -704769.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -705150.250000 Penalty: 2895.940186
	Iteration 5F: 3 clusters Score -705150.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -705472.187500 Penalty: 2895.940186
	Iteration 6F: 3 clusters Score -705472.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -705700.750000 Penalty: 2895.940186
	Iteration 7Q: 3 clusters Score -705700.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -705853.375000 Penalty: 2895.940186
	Iteration 8Q: 3 clusters Score -705853.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -705950.750000 Penalty: 2895.940186
	Iteration 9Q: 3 clusters Score -705950.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -706017.375000 Penalty: 2895.940186
	Iteration 10Q: 3 clusters Score -706017.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -706061.562500 Penalty: 2895.940186
	Iteration 11Q: 3 clusters Score -706061.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -706098.000000 Penalty: 2895.940186
	Iteration 12Q: 3 clusters Score -706098 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -706132.250000 Penalty: 2895.940186
	Iteration 13Q: 3 clusters Score -706132.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -706152.937500 Penalty: 2895.940186
	Iteration 14Q: 3 clusters Score -706152.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -706166.250000 Penalty: 2895.940186
	Iteration 15Q: 3 clusters Score -706166.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -706174.000000 Penalty: 2895.940186
	Iteration 16Q: 3 clusters Score -706174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -706177.812500 Penalty: 2895.940186
	Iteration 17Q: 3 clusters Score -706177.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -706179.250000 Penalty: 2895.940186
	Iteration 18Q: 3 clusters Score -706179.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -706181.687500 Penalty: 2895.940186
	Iteration 19Q: 3 clusters Score -706181.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -706186.437500 Penalty: 2895.940186
	Iteration 20F: 3 clusters Score -706186.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -706186.000000 Penalty: 2895.940186
	Iteration 21Q: 3 clusters Score -706186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -706187.375000 Penalty: 2895.940186
	Iteration 22Q: 3 clusters Score -706187.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -706187.875000 Penalty: 2895.940186
	Iteration 23Q: 3 clusters Score -706187.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -706189.062500 Penalty: 2895.940186
	Iteration 24Q: 3 clusters Score -706189.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -706189.062500 Penalty: 2895.940186
	Iteration 25F: 3 clusters Score -706189.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -328555.343750 Penalty: 1311.064575
	Iteration 0F: 2 clusters Score -328555.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -325719.593750 Penalty: 2622.129150
	Iteration 0F: 3 clusters Score -325719.6 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -326379.500000 Penalty: 2622.129150
	Iteration 1F: 3 clusters Score -326379.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -326509.281250 Penalty: 2622.129150
	Iteration 2F: 3 clusters Score -326509.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -326598.750000 Penalty: 2622.129150
	Iteration 3F: 3 clusters Score -326598.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -326684.812500 Penalty: 2622.129150
	Iteration 4Q: 3 clusters Score -326684.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -326808.343750 Penalty: 2622.129150
	Iteration 5Q: 3 clusters Score -326808.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -326958.343750 Penalty: 2622.129150
	Iteration 6F: 3 clusters Score -326958.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -327139.968750 Penalty: 2622.129150
	Iteration 7F: 3 clusters Score -327140 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -327329.343750 Penalty: 2622.129150
	Iteration 8F: 3 clusters Score -327329.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -327478.000000 Penalty: 2622.129150
	Iteration 9Q: 3 clusters Score -327478 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -327574.968750 Penalty: 2622.129150
	Iteration 10Q: 3 clusters Score -327575 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -327664.187500 Penalty: 2622.129150
	Iteration 11Q: 3 clusters Score -327664.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -327720.656250 Penalty: 2622.129150
	Iteration 12Q: 3 clusters Score -327720.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -327755.062500 Penalty: 2622.129150
	Iteration 13Q: 3 clusters Score -327755.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -327778.093750 Penalty: 2622.129150
	Iteration 14Q: 3 clusters Score -327778.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -327797.875000 Penalty: 2622.129150
	Iteration 15Q: 3 clusters Score -327797.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -327814.906250 Penalty: 2622.129150
	Iteration 16Q: 3 clusters Score -327814.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -327823.062500 Penalty: 2622.129150
	Iteration 17Q: 3 clusters Score -327823.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -327828.781250 Penalty: 2622.129150
	Iteration 18Q: 3 clusters Score -327828.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -327833.062500 Penalty: 2622.129150
	Iteration 19Q: 3 clusters Score -327833.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -327832.656250 Penalty: 2622.129150
	Iteration 20F: 3 clusters Score -327832.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Entering Unmasked Estep 
Score: -4048868.500000 Penalty: 1720.983398
	Iteration 0F: 2 clusters Score -4048868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -4022286.750000 Penalty: 3441.966797
	Iteration 0F: 3 clusters Score -4022287 nChanged 18506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -4032569.000000 Penalty: 3441.966797
	Iteration 1F: 3 clusters Score -4032569 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -4032928.500000 Penalty: 3441.966797
	Iteration 2Q: 3 clusters Score -4032928 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -4033248.750000 Penalty: 3441.966797
	Iteration 3Q: 3 clusters Score -4033249 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -4033591.500000 Penalty: 3441.966797
	Iteration 4Q: 3 clusters Score -4033592 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -4033895.000000 Penalty: 3441.966797
	Iteration 5Q: 3 clusters Score -4033895 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -4034261.500000 Penalty: 3441.966797
	Iteration 6Q: 3 clusters Score -4034262 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -4034689.250000 Penalty: 3441.966797
	Iteration 7Q: 3 clusters Score -4034689 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -4035243.000000 Penalty: 3441.966797
	Iteration 8Q: 3 clusters Score -4035243 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -4036053.750000 Penalty: 3441.966797
	Iteration 9Q: 3 clusters Score -4036054 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -4037086.000000 Penalty: 3441.966797
	Iteration 10Q: 3 clusters Score -4037086 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -4038511.750000 Penalty: 3441.966797
	Iteration 11F: 3 clusters Score -4038512 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -4040374.000000 Penalty: 3441.966797
	Iteration 12F: 3 clusters Score -4040374 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -4042347.000000 Penalty: 3441.966797
	Iteration 13F: 3 clusters Score -4042347 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -4044175.250000 Penalty: 3441.966797
	Iteration 14F: 3 clusters Score -4044175 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -4045499.000000 Penalty: 3441.966797
	Iteration 15Q: 3 clusters Score -4045499 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -4046262.250000 Penalty: 3441.966797
	Iteration 16Q: 3 clusters Score -4046262 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -4046680.500000 Penalty: 3441.966797
	Iteration 17Q: 3 clusters Score -4046680 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -4046888.500000 Penalty: 3441.966797
	Iteration 18Q: 3 clusters Score -4046888 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -4047050.500000 Penalty: 3441.966797
	Iteration 19Q: 3 clusters Score -4047050 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -4047141.750000 Penalty: 3441.966797
	Iteration 20F: 3 clusters Score -4047142 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -4047201.250000 Penalty: 3441.966797
	Iteration 21Q: 3 clusters Score -4047201 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -4047227.000000 Penalty: 3441.966797
	Iteration 22Q: 3 clusters Score -4047227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -4047261.000000 Penalty: 3441.966797
	Iteration 23Q: 3 clusters Score -4047261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -4047276.750000 Penalty: 3441.966797
	Iteration 24Q: 3 clusters Score -4047277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -4047292.250000 Penalty: 3441.966797
	Iteration 25Q: 3 clusters Score -4047292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -4047300.250000 Penalty: 3441.966797
	Iteration 26Q: 3 clusters Score -4047300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -4047307.750000 Penalty: 3441.966797
	Iteration 27Q: 3 clusters Score -4047308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -4047315.250000 Penalty: 3441.966797
	Iteration 28Q: 3 clusters Score -4047315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -4047322.250000 Penalty: 3441.966797
	Iteration 29Q: 3 clusters Score -4047322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -4047330.750000 Penalty: 3441.966797
	Iteration 30Q: 3 clusters Score -4047331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -4047337.000000 Penalty: 3441.966797
	Iteration 31Q: 3 clusters Score -4047337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -4047339.250000 Penalty: 3441.966797
	Iteration 32Q: 3 clusters Score -4047339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -4047339.250000 Penalty: 3441.966797
	Iteration 33F: 3 clusters Score -4047339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Entering Unmasked Estep 
Score: -1503509.125000 Penalty: 1557.719238
	Iteration 0F: 2 clusters Score -1503509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1493346.375000 Penalty: 3115.438477
	Iteration 0F: 3 clusters Score -1493346 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1496837.375000 Penalty: 3115.438477
	Iteration 1F: 3 clusters Score -1496837 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1497227.500000 Penalty: 3115.438477
	Iteration 2F: 3 clusters Score -1497228 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1497580.250000 Penalty: 3115.438477
	Iteration 3F: 3 clusters Score -1497580 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1497960.875000 Penalty: 3115.438477
	Iteration 4Q: 3 clusters Score -1497961 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1498329.750000 Penalty: 3115.438477
	Iteration 5Q: 3 clusters Score -1498330 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1498672.250000 Penalty: 3115.438477
	Iteration 6Q: 3 clusters Score -1498672 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1498942.750000 Penalty: 3115.438477
	Iteration 7Q: 3 clusters Score -1498943 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1499188.000000 Penalty: 3115.438477
	Iteration 8Q: 3 clusters Score -1499188 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1499403.625000 Penalty: 3115.438477
	Iteration 9Q: 3 clusters Score -1499404 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1499611.750000 Penalty: 3115.438477
	Iteration 10Q: 3 clusters Score -1499612 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1499838.500000 Penalty: 3115.438477
	Iteration 11Q: 3 clusters Score -1499838 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1500071.500000 Penalty: 3115.438477
	Iteration 12Q: 3 clusters Score -1500072 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1500299.375000 Penalty: 3115.438477
	Iteration 13Q: 3 clusters Score -1500299 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1500526.000000 Penalty: 3115.438477
	Iteration 14Q: 3 clusters Score -1500526 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1500729.125000 Penalty: 3115.438477
	Iteration 15Q: 3 clusters Score -1500729 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1500882.250000 Penalty: 3115.438477
	Iteration 16Q: 3 clusters Score -1500882 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1501000.250000 Penalty: 3115.438477
	Iteration 17Q: 3 clusters Score -1501000 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1501122.875000 Penalty: 3115.438477
	Iteration 18Q: 3 clusters Score -1501123 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1501252.750000 Penalty: 3115.438477
	Iteration 19Q: 3 clusters Score -1501253 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1501374.500000 Penalty: 3115.438477
	Iteration 20F: 3 clusters Score -1501374 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1501471.250000 Penalty: 3115.438477
	Iteration 21Q: 3 clusters Score -1501471 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1501559.250000 Penalty: 3115.438477
	Iteration 22Q: 3 clusters Score -1501559 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1501619.625000 Penalty: 3115.438477
	Iteration 23Q: 3 clusters Score -1501620 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1501677.250000 Penalty: 3115.438477
	Iteration 24Q: 3 clusters Score -1501677 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1501729.875000 Penalty: 3115.438477
	Iteration 25Q: 3 clusters Score -1501730 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1501786.000000 Penalty: 3115.438477
	Iteration 26Q: 3 clusters Score -1501786 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1501831.750000 Penalty: 3115.438477
	Iteration 27Q: 3 clusters Score -1501832 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1501872.625000 Penalty: 3115.438477
	Iteration 28Q: 3 clusters Score -1501873 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1501904.625000 Penalty: 3115.438477
	Iteration 29Q: 3 clusters Score -1501905 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1501941.125000 Penalty: 3115.438477
	Iteration 30Q: 3 clusters Score -1501941 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1501977.250000 Penalty: 3115.438477
	Iteration 31Q: 3 clusters Score -1501977 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1502005.750000 Penalty: 3115.438477
	Iteration 32Q: 3 clusters Score -1502006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1502028.000000 Penalty: 3115.438477
	Iteration 33Q: 3 clusters Score -1502028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1502041.875000 Penalty: 3115.438477
	Iteration 34Q: 3 clusters Score -1502042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1502066.250000 Penalty: 3115.438477
	Iteration 35Q: 3 clusters Score -1502066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1502080.375000 Penalty: 3115.438477
	Iteration 36Q: 3 clusters Score -1502080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1502093.125000 Penalty: 3115.438477
	Iteration 37Q: 3 clusters Score -1502093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1502103.875000 Penalty: 3115.438477
	Iteration 38Q: 3 clusters Score -1502104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1502115.625000 Penalty: 3115.438477
	Iteration 39Q: 3 clusters Score -1502116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1502122.875000 Penalty: 3115.438477
	Iteration 40F: 3 clusters Score -1502123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1502131.000000 Penalty: 3115.438477
	Iteration 41Q: 3 clusters Score -1502131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1502137.750000 Penalty: 3115.438477
	Iteration 42Q: 3 clusters Score -1502138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1502146.625000 Penalty: 3115.438477
	Iteration 43Q: 3 clusters Score -1502147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1502153.250000 Penalty: 3115.438477
	Iteration 44Q: 3 clusters Score -1502153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1502154.625000 Penalty: 3115.438477
	Iteration 45Q: 3 clusters Score -1502155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1502154.875000 Penalty: 3115.438477
	Iteration 46Q: 3 clusters Score -1502155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1502157.875000 Penalty: 3115.438477
	Iteration 47Q: 3 clusters Score -1502158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1502160.250000 Penalty: 3115.438477
	Iteration 48Q: 3 clusters Score -1502160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1502163.875000 Penalty: 3115.438477
	Iteration 49Q: 3 clusters Score -1502164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1502168.875000 Penalty: 3115.438477
	Iteration 50Q: 3 clusters Score -1502169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1502171.500000 Penalty: 3115.438477
	Iteration 51Q: 3 clusters Score -1502172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1502175.500000 Penalty: 3115.438477
	Iteration 52Q: 3 clusters Score -1502176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1502175.500000 Penalty: 3115.438477
	Iteration 53F: 3 clusters Score -1502176 nChanged 0
--- Evaluating fit on full set of 3860486 points ---
Entering Unmasked Estep 
Score: -377398944.000000 Penalty: 44361.437500
20->19 Clusters: Score -377398944.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1286828 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64253 members 
Mstep: Class 2 contains 64123 members 
Mstep: Class 3 contains 64451 members 
Mstep: Class 4 contains 64508 members 
Mstep: Class 5 contains 64537 members 
Mstep: Class 6 contains 64348 members 
Mstep: Class 7 contains 63999 members 
Mstep: Class 8 contains 64256 members 
Mstep: Class 9 contains 64654 members 
Mstep: Class 10 contains 64783 members 
Mstep: Class 11 contains 64466 members 
Mstep: Class 12 contains 63873 members 
Mstep: Class 13 contains 64694 members 
Mstep: Class 14 contains 64603 members 
Mstep: Class 15 contains 64664 members 
Mstep: Class 16 contains 63835 members 
Mstep: Class 17 contains 64390 members 
Mstep: Class 18 contains 63750 members 
Mstep: Class 19 contains 64318 members 
Mstep: Class 20 contains 64323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1012.845764 but Gain 2286.000000
Score: -123489096.000000 Penalty: 43433.996094
Iteration 0F: 20 clusters Score -1.234891e+08 nChanged 1215539
Entering Unmasked Mstep 
Mstep: Class 0 contains 303 members 
Mstep: Class 1 contains 67716 members 
Mstep: Class 2 contains 43146 members 
Mstep: Class 4 contains 69524 members 
Mstep: Class 5 contains 63169 members 
Mstep: Class 6 contains 51461 members 
Mstep: Class 7 contains 54390 members 
Mstep: Class 8 contains 49678 members 
Mstep: Class 9 contains 98580 members 
Mstep: Class 10 contains 120864 members 
Mstep: Class 11 contains 96336 members 
Mstep: Class 12 contains 46293 members 
Mstep: Class 13 contains 117141 members 
Mstep: Class 14 contains 60644 members 
Mstep: Class 15 contains 51189 members 
Mstep: Class 16 contains 117385 members 
Mstep: Class 17 contains 44871 members 
Mstep: Class 18 contains 32625 members 
Mstep: Class 19 contains 50694 members 
Mstep: Class 20 contains 50819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126398728.000000 Penalty: 43433.996094
Iteration 1F: 20 clusters Score -1.263987e+08 nChanged 330501
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 59849 members 
Mstep: Class 2 contains 34986 members 
Mstep: Class 4 contains 66228 members 
Mstep: Class 5 contains 56668 members 
Mstep: Class 6 contains 50037 members 
Mstep: Class 7 contains 50266 members 
Mstep: Class 8 contains 45272 members 
Mstep: Class 9 contains 110939 members 
Mstep: Class 10 contains 146696 members 
Mstep: Class 11 contains 112875 members 
Mstep: Class 12 contains 35897 members 
Mstep: Class 13 contains 139897 members 
Mstep: Class 14 contains 51399 members 
Mstep: Class 15 contains 40579 members 
Mstep: Class 16 contains 141759 members 
Mstep: Class 17 contains 36356 members 
Mstep: Class 18 contains 23312 members 
Mstep: Class 19 contains 40291 members 
Mstep: Class 20 contains 43481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126719904.000000 Penalty: 43433.996094
Iteration 2F: 20 clusters Score -1.267199e+08 nChanged 258447
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 28976 members 
Mstep: Class 4 contains 61113 members 
Mstep: Class 5 contains 44602 members 
Mstep: Class 6 contains 50784 members 
Mstep: Class 7 contains 54032 members 
Mstep: Class 8 contains 42282 members 
Mstep: Class 9 contains 113100 members 
Mstep: Class 10 contains 160748 members 
Mstep: Class 11 contains 122615 members 
Mstep: Class 12 contains 30565 members 
Mstep: Class 13 contains 154562 members 
Mstep: Class 14 contains 38843 members 
Mstep: Class 15 contains 35102 members 
Mstep: Class 16 contains 165022 members 
Mstep: Class 17 contains 30187 members 
Mstep: Class 18 contains 18955 members 
Mstep: Class 19 contains 33532 members 
Mstep: Class 20 contains 40351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126947888.000000 Penalty: 43433.996094
Iteration 3F: 20 clusters Score -1.269479e+08 nChanged 224989
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 69868 members 
Mstep: Class 2 contains 23683 members 
Mstep: Class 4 contains 55224 members 
Mstep: Class 5 contains 31416 members 
Mstep: Class 6 contains 53208 members 
Mstep: Class 7 contains 62267 members 
Mstep: Class 8 contains 38257 members 
Mstep: Class 9 contains 110503 members 
Mstep: Class 10 contains 167269 members 
Mstep: Class 11 contains 130289 members 
Mstep: Class 12 contains 28205 members 
Mstep: Class 13 contains 163317 members 
Mstep: Class 14 contains 26278 members 
Mstep: Class 15 contains 31170 members 
Mstep: Class 16 contains 187353 members 
Mstep: Class 17 contains 25593 members 
Mstep: Class 18 contains 16509 members 
Mstep: Class 19 contains 28801 members 
Mstep: Class 20 contains 37594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127123976.000000 Penalty: 43433.996094
Iteration 4F: 20 clusters Score -1.27124e+08 nChanged 201051
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 82465 members 
Mstep: Class 2 contains 18972 members 
Mstep: Class 4 contains 48778 members 
Mstep: Class 5 contains 20357 members 
Mstep: Class 6 contains 55582 members 
Mstep: Class 7 contains 72810 members 
Mstep: Class 8 contains 34303 members 
Mstep: Class 9 contains 107543 members 
Mstep: Class 10 contains 168564 members 
Mstep: Class 11 contains 137368 members 
Mstep: Class 12 contains 26600 members 
Mstep: Class 13 contains 168553 members 
Mstep: Class 14 contains 16460 members 
Mstep: Class 15 contains 26963 members 
Mstep: Class 16 contains 205399 members 
Mstep: Class 17 contains 22913 members 
Mstep: Class 18 contains 14377 members 
Mstep: Class 19 contains 24977 members 
Mstep: Class 20 contains 33821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127258896.000000 Penalty: 43433.996094
Iteration 5F: 20 clusters Score -1.272589e+08 nChanged 176469
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 97764 members 
Mstep: Class 2 contains 15423 members 
Mstep: Class 4 contains 42741 members 
Mstep: Class 5 contains 12618 members 
Mstep: Class 6 contains 57508 members 
Mstep: Class 7 contains 83741 members 
Mstep: Class 8 contains 31402 members 
Mstep: Class 9 contains 105649 members 
Mstep: Class 10 contains 167759 members 
Mstep: Class 11 contains 144115 members 
Mstep: Class 12 contains 24833 members 
Mstep: Class 13 contains 171873 members 
Mstep: Class 14 contains 9934 members 
Mstep: Class 15 contains 22249 members 
Mstep: Class 16 contains 214600 members 
Mstep: Class 17 contains 22029 members 
Mstep: Class 18 contains 11912 members 
Mstep: Class 19 contains 21726 members 
Mstep: Class 20 contains 28930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127364816.000000 Penalty: 43433.996094
Iteration 6F: 20 clusters Score -1.273648e+08 nChanged 151692
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 113863 members 
Mstep: Class 2 contains 12943 members 
Mstep: Class 4 contains 36961 members 
Mstep: Class 5 contains 7652 members 
Mstep: Class 6 contains 58921 members 
Mstep: Class 7 contains 94127 members 
Mstep: Class 8 contains 29539 members 
Mstep: Class 9 contains 105651 members 
Mstep: Class 10 contains 167175 members 
Mstep: Class 11 contains 150962 members 
Mstep: Class 12 contains 22867 members 
Mstep: Class 13 contains 173432 members 
Mstep: Class 14 contains 5953 members 
Mstep: Class 15 contains 17548 members 
Mstep: Class 16 contains 214295 members 
Mstep: Class 17 contains 22687 members 
Mstep: Class 18 contains 9285 members 
Mstep: Class 19 contains 19164 members 
Mstep: Class 20 contains 23781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127451144.000000 Penalty: 43433.996094
Iteration 7F: 20 clusters Score -1.274511e+08 nChanged 129750
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 129236 members 
Mstep: Class 2 contains 11301 members 
Mstep: Class 4 contains 31661 members 
Mstep: Class 5 contains 4707 members 
Mstep: Class 6 contains 59872 members 
Mstep: Class 7 contains 103481 members 
Mstep: Class 8 contains 28355 members 
Mstep: Class 9 contains 107342 members 
Mstep: Class 10 contains 167560 members 
Mstep: Class 11 contains 158564 members 
Mstep: Class 12 contains 20907 members 
Mstep: Class 13 contains 171989 members 
Mstep: Class 14 contains 3707 members 
Mstep: Class 15 contains 13440 members 
Mstep: Class 16 contains 207053 members 
Mstep: Class 17 contains 24610 members 
Mstep: Class 18 contains 6767 members 
Mstep: Class 19 contains 17298 members 
Mstep: Class 20 contains 18956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127522240.000000 Penalty: 43433.996094
Iteration 8F: 20 clusters Score -1.275222e+08 nChanged 109550
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 143249 members 
Mstep: Class 2 contains 10350 members 
Mstep: Class 4 contains 27164 members 
Mstep: Class 5 contains 3093 members 
Mstep: Class 6 contains 60084 members 
Mstep: Class 7 contains 111860 members 
Mstep: Class 8 contains 27562 members 
Mstep: Class 9 contains 110559 members 
Mstep: Class 10 contains 168957 members 
Mstep: Class 11 contains 166646 members 
Mstep: Class 12 contains 18887 members 
Mstep: Class 13 contains 167300 members 
Mstep: Class 14 contains 2541 members 
Mstep: Class 15 contains 10252 members 
Mstep: Class 16 contains 196056 members 
Mstep: Class 17 contains 27018 members 
Mstep: Class 18 contains 4803 members 
Mstep: Class 19 contains 15736 members 
Mstep: Class 20 contains 14689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2170.594727 but Gain 2286.000000
Score: -127576400.000000 Penalty: 41147.996094
Iteration 9F: 19 clusters Score -1.275764e+08 nChanged 96133
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156166 members 
Mstep: Class 2 contains 10029 members 
Mstep: Class 4 contains 23684 members 
Mstep: Class 5 contains 2218 members 
Mstep: Class 6 contains 59706 members 
Mstep: Class 7 contains 118820 members 
Mstep: Class 8 contains 27200 members 
Mstep: Class 9 contains 114696 members 
Mstep: Class 10 contains 171598 members 
Mstep: Class 11 contains 175252 members 
Mstep: Class 12 contains 17107 members 
Mstep: Class 13 contains 159891 members 
Mstep: Class 15 contains 7936 members 
Mstep: Class 16 contains 183896 members 
Mstep: Class 17 contains 29448 members 
Mstep: Class 18 contains 3415 members 
Mstep: Class 19 contains 14583 members 
Mstep: Class 20 contains 11161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2146.112793 but Gain 2286.000000
Score: -127618256.000000 Penalty: 38861.996094
Iteration 10F: 18 clusters Score -1.276183e+08 nChanged 85359
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 168538 members 
Mstep: Class 2 contains 10002 members 
Mstep: Class 4 contains 20892 members 
Mstep: Class 6 contains 59054 members 
Mstep: Class 7 contains 123630 members 
Mstep: Class 8 contains 27098 members 
Mstep: Class 9 contains 119541 members 
Mstep: Class 10 contains 175069 members 
Mstep: Class 11 contains 182551 members 
Mstep: Class 12 contains 15530 members 
Mstep: Class 13 contains 149931 members 
Mstep: Class 15 contains 6315 members 
Mstep: Class 16 contains 172560 members 
Mstep: Class 17 contains 31601 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 13643 members 
Mstep: Class 20 contains 8394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127647840.000000 Penalty: 38861.996094
Iteration 11F: 18 clusters Score -1.276478e+08 nChanged 75411
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 180275 members 
Mstep: Class 2 contains 9989 members 
Mstep: Class 4 contains 18499 members 
Mstep: Class 6 contains 58210 members 
Mstep: Class 7 contains 125835 members 
Mstep: Class 8 contains 27325 members 
Mstep: Class 9 contains 124531 members 
Mstep: Class 10 contains 179909 members 
Mstep: Class 11 contains 186172 members 
Mstep: Class 12 contains 14073 members 
Mstep: Class 13 contains 138819 members 
Mstep: Class 15 contains 5148 members 
Mstep: Class 16 contains 163623 members 
Mstep: Class 17 contains 33559 members 
Mstep: Class 18 contains 1800 members 
Mstep: Class 19 contains 12735 members 
Mstep: Class 20 contains 6304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127666224.000000 Penalty: 38861.996094
Iteration 12F: 18 clusters Score -1.276662e+08 nChanged 69166
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 190821 members 
Mstep: Class 2 contains 10075 members 
Mstep: Class 4 contains 16442 members 
Mstep: Class 6 contains 57027 members 
Mstep: Class 7 contains 126357 members 
Mstep: Class 8 contains 27671 members 
Mstep: Class 9 contains 129922 members 
Mstep: Class 10 contains 185825 members 
Mstep: Class 11 contains 186856 members 
Mstep: Class 12 contains 12979 members 
Mstep: Class 13 contains 127543 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 157524 members 
Mstep: Class 17 contains 35315 members 
Mstep: Class 18 contains 1396 members 
Mstep: Class 19 contains 11943 members 
Mstep: Class 20 contains 4728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127679000.000000 Penalty: 38861.996094
Iteration 13F: 18 clusters Score -1.27679e+08 nChanged 64802
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 199490 members 
Mstep: Class 2 contains 10111 members 
Mstep: Class 4 contains 14768 members 
Mstep: Class 6 contains 55665 members 
Mstep: Class 7 contains 126367 members 
Mstep: Class 8 contains 28107 members 
Mstep: Class 9 contains 135962 members 
Mstep: Class 10 contains 192014 members 
Mstep: Class 11 contains 185769 members 
Mstep: Class 12 contains 12059 members 
Mstep: Class 13 contains 116172 members 
Mstep: Class 15 contains 3863 members 
Mstep: Class 16 contains 153363 members 
Mstep: Class 17 contains 36933 members 
Mstep: Class 18 contains 1193 members 
Mstep: Class 19 contains 11376 members 
Mstep: Class 20 contains 3594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127690032.000000 Penalty: 38861.996094
Iteration 14F: 18 clusters Score -1.2769e+08 nChanged 60516
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 205854 members 
Mstep: Class 2 contains 10098 members 
Mstep: Class 4 contains 13345 members 
Mstep: Class 6 contains 54252 members 
Mstep: Class 7 contains 125956 members 
Mstep: Class 8 contains 28518 members 
Mstep: Class 9 contains 142926 members 
Mstep: Class 10 contains 197213 members 
Mstep: Class 11 contains 184348 members 
Mstep: Class 12 contains 11307 members 
Mstep: Class 13 contains 104752 members 
Mstep: Class 15 contains 3499 members 
Mstep: Class 16 contains 151365 members 
Mstep: Class 17 contains 38409 members 
Mstep: Class 18 contains 1159 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127699824.000000 Penalty: 38861.996094
Iteration 15Q: 18 clusters Score -1.276998e+08 nChanged 56673
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 209603 members 
Mstep: Class 2 contains 10027 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 6 contains 52792 members 
Mstep: Class 7 contains 125426 members 
Mstep: Class 8 contains 28800 members 
Mstep: Class 9 contains 150726 members 
Mstep: Class 10 contains 200802 members 
Mstep: Class 11 contains 183681 members 
Mstep: Class 12 contains 10643 members 
Mstep: Class 13 contains 93798 members 
Mstep: Class 15 contains 3236 members 
Mstep: Class 16 contains 151121 members 
Mstep: Class 17 contains 39774 members 
Mstep: Class 18 contains 1249 members 
Mstep: Class 19 contains 10680 members 
Mstep: Class 20 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2096.751221 but Gain 2286.000000
Score: -127710664.000000 Penalty: 36575.996094
Iteration 16Q: 17 clusters Score -1.277107e+08 nChanged 55745
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 211352 members 
Mstep: Class 2 contains 9842 members 
Mstep: Class 4 contains 11375 members 
Mstep: Class 6 contains 51693 members 
Mstep: Class 7 contains 125550 members 
Mstep: Class 8 contains 28996 members 
Mstep: Class 9 contains 159140 members 
Mstep: Class 10 contains 202514 members 
Mstep: Class 11 contains 185375 members 
Mstep: Class 12 contains 10141 members 
Mstep: Class 13 contains 82493 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 152269 members 
Mstep: Class 17 contains 41123 members 
Mstep: Class 18 contains 1369 members 
Mstep: Class 19 contains 10496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127725392.000000 Penalty: 36575.996094
Iteration 17Q: 17 clusters Score -1.277254e+08 nChanged 50607
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 211214 members 
Mstep: Class 2 contains 9516 members 
Mstep: Class 4 contains 10711 members 
Mstep: Class 6 contains 50591 members 
Mstep: Class 7 contains 125860 members 
Mstep: Class 8 contains 29094 members 
Mstep: Class 9 contains 167277 members 
Mstep: Class 10 contains 202904 members 
Mstep: Class 11 contains 188051 members 
Mstep: Class 12 contains 9608 members 
Mstep: Class 13 contains 71120 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 153688 members 
Mstep: Class 17 contains 42401 members 
Mstep: Class 18 contains 1455 members 
Mstep: Class 19 contains 10309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127736200.000000 Penalty: 36575.996094
Iteration 18Q: 17 clusters Score -1.277362e+08 nChanged 46843
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 209751 members 
Mstep: Class 2 contains 9165 members 
Mstep: Class 4 contains 10214 members 
Mstep: Class 6 contains 49715 members 
Mstep: Class 7 contains 126474 members 
Mstep: Class 8 contains 29069 members 
Mstep: Class 9 contains 174325 members 
Mstep: Class 10 contains 202447 members 
Mstep: Class 11 contains 192196 members 
Mstep: Class 12 contains 9087 members 
Mstep: Class 13 contains 60723 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 155348 members 
Mstep: Class 17 contains 43583 members 
Mstep: Class 18 contains 1505 members 
Mstep: Class 19 contains 10190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127748288.000000 Penalty: 36575.996094
Iteration 19Q: 17 clusters Score -1.277483e+08 nChanged 42181
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 207551 members 
Mstep: Class 2 contains 8769 members 
Mstep: Class 4 contains 9968 members 
Mstep: Class 6 contains 49103 members 
Mstep: Class 7 contains 127259 members 
Mstep: Class 8 contains 28933 members 
Mstep: Class 9 contains 179669 members 
Mstep: Class 10 contains 201678 members 
Mstep: Class 11 contains 196873 members 
Mstep: Class 12 contains 8593 members 
Mstep: Class 13 contains 52218 members 
Mstep: Class 15 contains 3021 members 
Mstep: Class 16 contains 156750 members 
Mstep: Class 17 contains 44757 members 
Mstep: Class 18 contains 1539 members 
Mstep: Class 19 contains 10124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127758160.000000 Penalty: 36575.996094
Iteration 20F: 17 clusters Score -1.277582e+08 nChanged 38116
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 204979 members 
Mstep: Class 2 contains 8361 members 
Mstep: Class 4 contains 9920 members 
Mstep: Class 6 contains 48928 members 
Mstep: Class 7 contains 128074 members 
Mstep: Class 8 contains 28722 members 
Mstep: Class 9 contains 183013 members 
Mstep: Class 10 contains 200637 members 
Mstep: Class 11 contains 201790 members 
Mstep: Class 12 contains 8191 members 
Mstep: Class 13 contains 45502 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 157812 members 
Mstep: Class 17 contains 45976 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 19 contains 10138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127765832.000000 Penalty: 36575.996094
Iteration 21Q: 17 clusters Score -1.277658e+08 nChanged 34455
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 202189 members 
Mstep: Class 2 contains 8035 members 
Mstep: Class 4 contains 10021 members 
Mstep: Class 6 contains 48910 members 
Mstep: Class 7 contains 128886 members 
Mstep: Class 8 contains 28458 members 
Mstep: Class 9 contains 185059 members 
Mstep: Class 10 contains 199801 members 
Mstep: Class 11 contains 206735 members 
Mstep: Class 12 contains 7831 members 
Mstep: Class 13 contains 40119 members 
Mstep: Class 15 contains 3170 members 
Mstep: Class 16 contains 158428 members 
Mstep: Class 17 contains 47142 members 
Mstep: Class 18 contains 1763 members 
Mstep: Class 19 contains 10260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774032.000000 Penalty: 36575.996094
Iteration 22Q: 17 clusters Score -1.27774e+08 nChanged 31181
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 199610 members 
Mstep: Class 2 contains 7749 members 
Mstep: Class 4 contains 10285 members 
Mstep: Class 6 contains 49109 members 
Mstep: Class 7 contains 129540 members 
Mstep: Class 8 contains 28153 members 
Mstep: Class 9 contains 186027 members 
Mstep: Class 10 contains 199231 members 
Mstep: Class 11 contains 211229 members 
Mstep: Class 12 contains 7520 members 
Mstep: Class 13 contains 35877 members 
Mstep: Class 15 contains 3271 members 
Mstep: Class 16 contains 158599 members 
Mstep: Class 17 contains 48360 members 
Mstep: Class 18 contains 1829 members 
Mstep: Class 19 contains 10418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780304.000000 Penalty: 36575.996094
Iteration 23Q: 17 clusters Score -1.277803e+08 nChanged 28218
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 197121 members 
Mstep: Class 2 contains 7571 members 
Mstep: Class 4 contains 10623 members 
Mstep: Class 6 contains 49303 members 
Mstep: Class 7 contains 130239 members 
Mstep: Class 8 contains 27871 members 
Mstep: Class 9 contains 186135 members 
Mstep: Class 10 contains 198874 members 
Mstep: Class 11 contains 215243 members 
Mstep: Class 12 contains 7284 members 
Mstep: Class 13 contains 32422 members 
Mstep: Class 15 contains 3401 members 
Mstep: Class 16 contains 158649 members 
Mstep: Class 17 contains 49553 members 
Mstep: Class 18 contains 1891 members 
Mstep: Class 19 contains 10627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787040.000000 Penalty: 36575.996094
Iteration 24Q: 17 clusters Score -1.27787e+08 nChanged 25434
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 194746 members 
Mstep: Class 2 contains 7422 members 
Mstep: Class 4 contains 11090 members 
Mstep: Class 6 contains 49476 members 
Mstep: Class 7 contains 130814 members 
Mstep: Class 8 contains 27603 members 
Mstep: Class 9 contains 185622 members 
Mstep: Class 10 contains 198987 members 
Mstep: Class 11 contains 218563 members 
Mstep: Class 12 contains 7127 members 
Mstep: Class 13 contains 29654 members 
Mstep: Class 15 contains 3551 members 
Mstep: Class 16 contains 158649 members 
Mstep: Class 17 contains 50671 members 
Mstep: Class 18 contains 1936 members 
Mstep: Class 19 contains 10896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793136.000000 Penalty: 36575.996094
Iteration 25Q: 17 clusters Score -1.277931e+08 nChanged 23332
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 192520 members 
Mstep: Class 2 contains 7345 members 
Mstep: Class 4 contains 11682 members 
Mstep: Class 6 contains 49613 members 
Mstep: Class 7 contains 131198 members 
Mstep: Class 8 contains 27382 members 
Mstep: Class 9 contains 184586 members 
Mstep: Class 10 contains 199505 members 
Mstep: Class 11 contains 221423 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 158675 members 
Mstep: Class 17 contains 51736 members 
Mstep: Class 18 contains 1990 members 
Mstep: Class 19 contains 11248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798320.000000 Penalty: 36575.996094
Iteration 26Q: 17 clusters Score -1.277983e+08 nChanged 21236
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 190485 members 
Mstep: Class 2 contains 7355 members 
Mstep: Class 4 contains 12287 members 
Mstep: Class 6 contains 49715 members 
Mstep: Class 7 contains 131489 members 
Mstep: Class 8 contains 27188 members 
Mstep: Class 9 contains 183453 members 
Mstep: Class 10 contains 200094 members 
Mstep: Class 11 contains 223855 members 
Mstep: Class 12 contains 6950 members 
Mstep: Class 13 contains 24969 members 
Mstep: Class 15 contains 3849 members 
Mstep: Class 16 contains 158738 members 
Mstep: Class 17 contains 52757 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 11607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127802928.000000 Penalty: 36575.996094
Iteration 27Q: 17 clusters Score -1.278029e+08 nChanged 19521
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 188676 members 
Mstep: Class 2 contains 7373 members 
Mstep: Class 4 contains 12994 members 
Mstep: Class 6 contains 49775 members 
Mstep: Class 7 contains 131688 members 
Mstep: Class 8 contains 27009 members 
Mstep: Class 9 contains 182280 members 
Mstep: Class 10 contains 200922 members 
Mstep: Class 11 contains 225853 members 
Mstep: Class 12 contains 6925 members 
Mstep: Class 13 contains 22951 members 
Mstep: Class 15 contains 3998 members 
Mstep: Class 16 contains 158728 members 
Mstep: Class 17 contains 53664 members 
Mstep: Class 18 contains 2036 members 
Mstep: Class 19 contains 11935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127806984.000000 Penalty: 36575.996094
Iteration 28Q: 17 clusters Score -1.27807e+08 nChanged 18141
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 187008 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 4 contains 13715 members 
Mstep: Class 6 contains 49742 members 
Mstep: Class 7 contains 131720 members 
Mstep: Class 8 contains 26851 members 
Mstep: Class 9 contains 181159 members 
Mstep: Class 10 contains 201865 members 
Mstep: Class 11 contains 227553 members 
Mstep: Class 12 contains 6889 members 
Mstep: Class 13 contains 21147 members 
Mstep: Class 15 contains 4178 members 
Mstep: Class 16 contains 158640 members 
Mstep: Class 17 contains 54570 members 
Mstep: Class 18 contains 2058 members 
Mstep: Class 19 contains 12270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127809752.000000 Penalty: 36575.996094
Iteration 29Q: 17 clusters Score -1.278098e+08 nChanged 16873
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 185594 members 
Mstep: Class 2 contains 7497 members 
Mstep: Class 4 contains 14526 members 
Mstep: Class 6 contains 49638 members 
Mstep: Class 7 contains 131619 members 
Mstep: Class 8 contains 26688 members 
Mstep: Class 9 contains 180084 members 
Mstep: Class 10 contains 202945 members 
Mstep: Class 11 contains 228757 members 
Mstep: Class 12 contains 6867 members 
Mstep: Class 13 contains 19519 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 158520 members 
Mstep: Class 17 contains 55500 members 
Mstep: Class 18 contains 2080 members 
Mstep: Class 19 contains 12610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127812736.000000 Penalty: 36575.996094
Iteration 30Q: 17 clusters Score -1.278127e+08 nChanged 15782
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 184169 members 
Mstep: Class 2 contains 7573 members 
Mstep: Class 4 contains 15351 members 
Mstep: Class 6 contains 49450 members 
Mstep: Class 7 contains 131549 members 
Mstep: Class 8 contains 26522 members 
Mstep: Class 9 contains 179045 members 
Mstep: Class 10 contains 204168 members 
Mstep: Class 11 contains 229693 members 
Mstep: Class 12 contains 6852 members 
Mstep: Class 13 contains 17968 members 
Mstep: Class 15 contains 4619 members 
Mstep: Class 16 contains 158438 members 
Mstep: Class 17 contains 56352 members 
Mstep: Class 18 contains 2098 members 
Mstep: Class 19 contains 12960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127815176.000000 Penalty: 36575.996094
Iteration 31Q: 17 clusters Score -1.278152e+08 nChanged 14857
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 182897 members 
Mstep: Class 2 contains 7674 members 
Mstep: Class 4 contains 16173 members 
Mstep: Class 6 contains 49188 members 
Mstep: Class 7 contains 131423 members 
Mstep: Class 8 contains 26413 members 
Mstep: Class 9 contains 177924 members 
Mstep: Class 10 contains 205553 members 
Mstep: Class 11 contains 230386 members 
Mstep: Class 12 contains 6823 members 
Mstep: Class 13 contains 16469 members 
Mstep: Class 15 contains 4896 members 
Mstep: Class 16 contains 158363 members 
Mstep: Class 17 contains 57132 members 
Mstep: Class 18 contains 2133 members 
Mstep: Class 19 contains 13360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127816640.000000 Penalty: 36575.996094
Iteration 32Q: 17 clusters Score -1.278166e+08 nChanged 13887
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 181815 members 
Mstep: Class 2 contains 7748 members 
Mstep: Class 4 contains 17059 members 
Mstep: Class 6 contains 48855 members 
Mstep: Class 7 contains 131247 members 
Mstep: Class 8 contains 26331 members 
Mstep: Class 9 contains 176858 members 
Mstep: Class 10 contains 206891 members 
Mstep: Class 11 contains 230797 members 
Mstep: Class 12 contains 6797 members 
Mstep: Class 13 contains 15178 members 
Mstep: Class 15 contains 5138 members 
Mstep: Class 16 contains 158319 members 
Mstep: Class 17 contains 57854 members 
Mstep: Class 18 contains 2146 members 
Mstep: Class 19 contains 13774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127818688.000000 Penalty: 36575.996094
Iteration 33Q: 17 clusters Score -1.278187e+08 nChanged 13411
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 180800 members 
Mstep: Class 2 contains 7808 members 
Mstep: Class 4 contains 17962 members 
Mstep: Class 6 contains 48449 members 
Mstep: Class 7 contains 131039 members 
Mstep: Class 8 contains 26279 members 
Mstep: Class 9 contains 175894 members 
Mstep: Class 10 contains 208135 members 
Mstep: Class 11 contains 231132 members 
Mstep: Class 12 contains 6759 members 
Mstep: Class 13 contains 14008 members 
Mstep: Class 15 contains 5363 members 
Mstep: Class 16 contains 158247 members 
Mstep: Class 17 contains 58555 members 
Mstep: Class 18 contains 2167 members 
Mstep: Class 19 contains 14210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127820200.000000 Penalty: 36575.996094
Iteration 34Q: 17 clusters Score -1.278202e+08 nChanged 13073
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 179859 members 
Mstep: Class 2 contains 7871 members 
Mstep: Class 4 contains 18931 members 
Mstep: Class 6 contains 48008 members 
Mstep: Class 7 contains 130738 members 
Mstep: Class 8 contains 26232 members 
Mstep: Class 9 contains 174835 members 
Mstep: Class 10 contains 209322 members 
Mstep: Class 11 contains 231239 members 
Mstep: Class 12 contains 6754 members 
Mstep: Class 13 contains 12971 members 
Mstep: Class 15 contains 5608 members 
Mstep: Class 16 contains 158376 members 
Mstep: Class 17 contains 59163 members 
Mstep: Class 18 contains 2177 members 
Mstep: Class 19 contains 14723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127822120.000000 Penalty: 36575.996094
Iteration 35Q: 17 clusters Score -1.278221e+08 nChanged 12514
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 179057 members 
Mstep: Class 2 contains 7968 members 
Mstep: Class 4 contains 19945 members 
Mstep: Class 6 contains 47507 members 
Mstep: Class 7 contains 130357 members 
Mstep: Class 8 contains 26184 members 
Mstep: Class 9 contains 173807 members 
Mstep: Class 10 contains 210393 members 
Mstep: Class 11 contains 231067 members 
Mstep: Class 12 contains 6746 members 
Mstep: Class 13 contains 12159 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 158600 members 
Mstep: Class 17 contains 59761 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 15263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127824136.000000 Penalty: 36575.996094
Iteration 36Q: 17 clusters Score -1.278241e+08 nChanged 11938
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 178350 members 
Mstep: Class 2 contains 8075 members 
Mstep: Class 4 contains 21016 members 
Mstep: Class 6 contains 46908 members 
Mstep: Class 7 contains 129907 members 
Mstep: Class 8 contains 26141 members 
Mstep: Class 9 contains 172688 members 
Mstep: Class 10 contains 211483 members 
Mstep: Class 11 contains 230744 members 
Mstep: Class 12 contains 6741 members 
Mstep: Class 13 contains 11494 members 
Mstep: Class 15 contains 5983 members 
Mstep: Class 16 contains 158928 members 
Mstep: Class 17 contains 60307 members 
Mstep: Class 18 contains 2181 members 
Mstep: Class 19 contains 15861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127825928.000000 Penalty: 36575.996094
Iteration 37Q: 17 clusters Score -1.278259e+08 nChanged 11546
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 177703 members 
Mstep: Class 2 contains 8158 members 
Mstep: Class 4 contains 22092 members 
Mstep: Class 6 contains 46212 members 
Mstep: Class 7 contains 129466 members 
Mstep: Class 8 contains 26106 members 
Mstep: Class 9 contains 171436 members 
Mstep: Class 10 contains 212485 members 
Mstep: Class 11 contains 230404 members 
Mstep: Class 12 contains 6756 members 
Mstep: Class 13 contains 10954 members 
Mstep: Class 15 contains 6141 members 
Mstep: Class 16 contains 159395 members 
Mstep: Class 17 contains 60814 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 16499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127828280.000000 Penalty: 36575.996094
Iteration 38Q: 17 clusters Score -1.278283e+08 nChanged 11245
Entering ConstructFrom: 
Score: -127828280.000000 Penalty: 36575.996094
Entering ConstructFrom: 
Trying to split cluster 1 (177209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177209 members 
Entering Unmasked Estep 
Score: -17789992.000000 Penalty: 1963.826294
	Iteration 0F: 2 clusters Score -1.778999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88715 members 
Mstep: Class 2 contains 88494 members 
Entering Unmasked Estep 
Score: -17677618.000000 Penalty: 3927.652588
	Iteration 0F: 3 clusters Score -1.767762e+07 nChanged 85831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91538 members 
Mstep: Class 2 contains 85671 members 
Entering Unmasked Estep 
Score: -17728360.000000 Penalty: 3927.652588
	Iteration 1F: 3 clusters Score -1.772836e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93349 members 
Mstep: Class 2 contains 83860 members 
Entering Unmasked Estep 
Score: -17729574.000000 Penalty: 3927.652588
	Iteration 2Q: 3 clusters Score -1.772957e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96086 members 
Mstep: Class 2 contains 81123 members 
Entering Unmasked Estep 
Score: -17731390.000000 Penalty: 3927.652588
	Iteration 3Q: 3 clusters Score -1.773139e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99918 members 
Mstep: Class 2 contains 77291 members 
Entering Unmasked Estep 
Score: -17734094.000000 Penalty: 3927.652588
	Iteration 4Q: 3 clusters Score -1.773409e+07 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105048 members 
Mstep: Class 2 contains 72161 members 
Entering Unmasked Estep 
Score: -17738336.000000 Penalty: 3927.652588
	Iteration 5Q: 3 clusters Score -1.773834e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111485 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -17744234.000000 Penalty: 3927.652588
	Iteration 6Q: 3 clusters Score -1.774423e+07 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118871 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -17751654.000000 Penalty: 3927.652588
	Iteration 7F: 3 clusters Score -1.775165e+07 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126591 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -17759424.000000 Penalty: 3927.652588
	Iteration 8F: 3 clusters Score -1.775942e+07 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134012 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -17766452.000000 Penalty: 3927.652588
	Iteration 9F: 3 clusters Score -1.776645e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141143 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -17772306.000000 Penalty: 3927.652588
	Iteration 10Q: 3 clusters Score -1.777231e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147594 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -17776948.000000 Penalty: 3927.652588
	Iteration 11Q: 3 clusters Score -1.777695e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153447 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -17780298.000000 Penalty: 3927.652588
	Iteration 12Q: 3 clusters Score -1.77803e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158530 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -17782858.000000 Penalty: 3927.652588
	Iteration 13Q: 3 clusters Score -1.778286e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162773 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -17784554.000000 Penalty: 3927.652588
	Iteration 14Q: 3 clusters Score -1.778455e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166086 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -17785752.000000 Penalty: 3927.652588
	Iteration 15Q: 3 clusters Score -1.778575e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168613 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -17786606.000000 Penalty: 3927.652588
	Iteration 16Q: 3 clusters Score -1.778661e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170555 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -17787174.000000 Penalty: 3927.652588
	Iteration 17Q: 3 clusters Score -1.778717e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171979 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -17787560.000000 Penalty: 3927.652588
	Iteration 18Q: 3 clusters Score -1.778756e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173036 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -17787858.000000 Penalty: 3927.652588
	Iteration 19Q: 3 clusters Score -1.778786e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173792 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -17788040.000000 Penalty: 3927.652588
	Iteration 20F: 3 clusters Score -1.778804e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174345 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -17788136.000000 Penalty: 3927.652588
	Iteration 21Q: 3 clusters Score -1.778814e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174746 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -17788198.000000 Penalty: 3927.652588
	Iteration 22Q: 3 clusters Score -1.77882e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175033 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -17788242.000000 Penalty: 3927.652588
	Iteration 23Q: 3 clusters Score -1.778824e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175261 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -17788282.000000 Penalty: 3927.652588
	Iteration 24Q: 3 clusters Score -1.778828e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175441 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -17788320.000000 Penalty: 3927.652588
	Iteration 25Q: 3 clusters Score -1.778832e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175581 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -17788374.000000 Penalty: 3927.652588
	Iteration 26Q: 3 clusters Score -1.778837e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175689 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -17788410.000000 Penalty: 3927.652588
	Iteration 27Q: 3 clusters Score -1.778841e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175775 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -17788428.000000 Penalty: 3927.652588
	Iteration 28Q: 3 clusters Score -1.778843e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175836 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -17788454.000000 Penalty: 3927.652588
	Iteration 29Q: 3 clusters Score -1.778845e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175881 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -17788440.000000 Penalty: 3927.652588
	Iteration 30Q: 3 clusters Score -1.778844e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175926 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -17788464.000000 Penalty: 3927.652588
	Iteration 31Q: 3 clusters Score -1.778846e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175962 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -17788488.000000 Penalty: 3927.652588
	Iteration 32Q: 3 clusters Score -1.778849e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175981 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -17788468.000000 Penalty: 3927.652588
	Iteration 33Q: 3 clusters Score -1.778847e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176001 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -17788464.000000 Penalty: 3927.652588
	Iteration 34Q: 3 clusters Score -1.778846e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176027 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -17788456.000000 Penalty: 3927.652588
	Iteration 35Q: 3 clusters Score -1.778846e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176044 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -17788470.000000 Penalty: 3927.652588
	Iteration 36Q: 3 clusters Score -1.778847e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176057 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -17788476.000000 Penalty: 3927.652588
	Iteration 37Q: 3 clusters Score -1.778848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176069 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -17788494.000000 Penalty: 3927.652588
	Iteration 38Q: 3 clusters Score -1.778849e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176078 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -17788500.000000 Penalty: 3927.652588
	Iteration 39Q: 3 clusters Score -1.77885e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176092 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -17788510.000000 Penalty: 3927.652588
	Iteration 40F: 3 clusters Score -1.778851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176103 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -17788506.000000 Penalty: 3927.652588
	Iteration 41Q: 3 clusters Score -1.778851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176111 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -17788520.000000 Penalty: 3927.652588
	Iteration 42Q: 3 clusters Score -1.778852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176118 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -17788524.000000 Penalty: 3927.652588
	Iteration 43Q: 3 clusters Score -1.778852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176127 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -17788522.000000 Penalty: 3927.652588
	Iteration 44Q: 3 clusters Score -1.778852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176131 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -17788528.000000 Penalty: 3927.652588
	Iteration 45Q: 3 clusters Score -1.778853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176137 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -17788514.000000 Penalty: 3927.652588
	Iteration 46Q: 3 clusters Score -1.778851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176144 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -17788520.000000 Penalty: 3927.652588
	Iteration 47Q: 3 clusters Score -1.778852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176148 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -17788526.000000 Penalty: 3927.652588
	Iteration 48Q: 3 clusters Score -1.778853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176151 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -17788530.000000 Penalty: 3927.652588
	Iteration 49Q: 3 clusters Score -1.778853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176157 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -17788526.000000 Penalty: 3927.652588
	Iteration 50Q: 3 clusters Score -1.778853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176165 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -17788536.000000 Penalty: 3927.652588
	Iteration 51Q: 3 clusters Score -1.778854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176172 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -17788528.000000 Penalty: 3927.652588
	Iteration 52Q: 3 clusters Score -1.778853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176178 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -17788534.000000 Penalty: 3927.652588
	Iteration 53Q: 3 clusters Score -1.778853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176181 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -17788560.000000 Penalty: 3927.652588
	Iteration 54Q: 3 clusters Score -1.778856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176186 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -17788558.000000 Penalty: 3927.652588
	Iteration 55Q: 3 clusters Score -1.778856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176192 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -17788550.000000 Penalty: 3927.652588
	Iteration 56Q: 3 clusters Score -1.778855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176200 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -17788540.000000 Penalty: 3927.652588
	Iteration 57Q: 3 clusters Score -1.778854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176204 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -17788546.000000 Penalty: 3927.652588
	Iteration 58Q: 3 clusters Score -1.778855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176207 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -17788550.000000 Penalty: 3927.652588
	Iteration 59Q: 3 clusters Score -1.778855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176214 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -17788552.000000 Penalty: 3927.652588
	Iteration 60F: 3 clusters Score -1.778855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176222 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -17788562.000000 Penalty: 3927.652588
	Iteration 61Q: 3 clusters Score -1.778856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176228 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -17788558.000000 Penalty: 3927.652588
	Iteration 62Q: 3 clusters Score -1.778856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176235 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -17788554.000000 Penalty: 3927.652588
	Iteration 63Q: 3 clusters Score -1.778855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176243 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -17788550.000000 Penalty: 3927.652588
	Iteration 64Q: 3 clusters Score -1.778855e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176247 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -17788552.000000 Penalty: 3927.652588
	Iteration 65Q: 3 clusters Score -1.778855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176256 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -17788546.000000 Penalty: 3927.652588
	Iteration 66Q: 3 clusters Score -1.778855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176263 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -17788548.000000 Penalty: 3927.652588
	Iteration 67Q: 3 clusters Score -1.778855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176269 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -17788548.000000 Penalty: 3927.652588
	Iteration 68Q: 3 clusters Score -1.778855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176274 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -17788524.000000 Penalty: 3927.652588
	Iteration 69Q: 3 clusters Score -1.778852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176281 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -17788536.000000 Penalty: 3927.652588
	Iteration 70Q: 3 clusters Score -1.778854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176290 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -17788522.000000 Penalty: 3927.652588
	Iteration 71Q: 3 clusters Score -1.778852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176293 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -17788524.000000 Penalty: 3927.652588
	Iteration 72Q: 3 clusters Score -1.778852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176298 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -17788542.000000 Penalty: 3927.652588
	Iteration 73Q: 3 clusters Score -1.778854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176303 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -17788540.000000 Penalty: 3927.652588
	Iteration 74Q: 3 clusters Score -1.778854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176307 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -17788534.000000 Penalty: 3927.652588
	Iteration 75Q: 3 clusters Score -1.778853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176307 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -17788542.000000 Penalty: 3927.652588
	Iteration 76Q: 3 clusters Score -1.778854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176308 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -17788538.000000 Penalty: 3927.652588
	Iteration 77Q: 3 clusters Score -1.778854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176309 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -17788542.000000 Penalty: 3927.652588
	Iteration 78Q: 3 clusters Score -1.778854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176309 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -17788542.000000 Penalty: 3927.652588
	Iteration 79F: 3 clusters Score -1.778854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Entering Unmasked Estep 
Score: -833238.687500 Penalty: 1465.104492
	Iteration 0F: 2 clusters Score -833238.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -827194.500000 Penalty: 2930.208984
	Iteration 0F: 3 clusters Score -827194.5 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -829204.625000 Penalty: 2930.208984
	Iteration 1F: 3 clusters Score -829204.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -829511.125000 Penalty: 2930.208984
	Iteration 2F: 3 clusters Score -829511.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -829858.437500 Penalty: 2930.208984
	Iteration 3F: 3 clusters Score -829858.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -830249.000000 Penalty: 2930.208984
	Iteration 4F: 3 clusters Score -830249 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -830613.937500 Penalty: 2930.208984
	Iteration 5F: 3 clusters Score -830613.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -830898.000000 Penalty: 2930.208984
	Iteration 6F: 3 clusters Score -830898 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -831130.500000 Penalty: 2930.208984
	Iteration 7Q: 3 clusters Score -831130.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -831285.687500 Penalty: 2930.208984
	Iteration 8Q: 3 clusters Score -831285.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -831419.000000 Penalty: 2930.208984
	Iteration 9Q: 3 clusters Score -831419 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -831527.562500 Penalty: 2930.208984
	Iteration 10Q: 3 clusters Score -831527.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -831638.750000 Penalty: 2930.208984
	Iteration 11Q: 3 clusters Score -831638.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -831732.437500 Penalty: 2930.208984
	Iteration 12Q: 3 clusters Score -831732.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -831819.750000 Penalty: 2930.208984
	Iteration 13Q: 3 clusters Score -831819.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -831889.750000 Penalty: 2930.208984
	Iteration 14Q: 3 clusters Score -831889.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -831936.687500 Penalty: 2930.208984
	Iteration 15Q: 3 clusters Score -831936.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -831976.375000 Penalty: 2930.208984
	Iteration 16Q: 3 clusters Score -831976.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -832015.750000 Penalty: 2930.208984
	Iteration 17Q: 3 clusters Score -832015.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -832049.812500 Penalty: 2930.208984
	Iteration 18Q: 3 clusters Score -832049.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -832077.812500 Penalty: 2930.208984
	Iteration 19Q: 3 clusters Score -832077.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -832102.875000 Penalty: 2930.208984
	Iteration 20F: 3 clusters Score -832102.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -832132.500000 Penalty: 2930.208984
	Iteration 21Q: 3 clusters Score -832132.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -832160.562500 Penalty: 2930.208984
	Iteration 22Q: 3 clusters Score -832160.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -832192.625000 Penalty: 2930.208984
	Iteration 23Q: 3 clusters Score -832192.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -832222.937500 Penalty: 2930.208984
	Iteration 24Q: 3 clusters Score -832222.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -832243.000000 Penalty: 2930.208984
	Iteration 25Q: 3 clusters Score -832243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -832254.375000 Penalty: 2930.208984
	Iteration 26Q: 3 clusters Score -832254.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -832267.875000 Penalty: 2930.208984
	Iteration 27Q: 3 clusters Score -832267.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -832287.937500 Penalty: 2930.208984
	Iteration 28Q: 3 clusters Score -832287.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -832308.250000 Penalty: 2930.208984
	Iteration 29Q: 3 clusters Score -832308.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -832324.250000 Penalty: 2930.208984
	Iteration 30Q: 3 clusters Score -832324.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -832336.750000 Penalty: 2930.208984
	Iteration 31Q: 3 clusters Score -832336.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -832344.187500 Penalty: 2930.208984
	Iteration 32Q: 3 clusters Score -832344.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -832348.062500 Penalty: 2930.208984
	Iteration 33Q: 3 clusters Score -832348.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -832353.375000 Penalty: 2930.208984
	Iteration 34Q: 3 clusters Score -832353.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -832357.250000 Penalty: 2930.208984
	Iteration 35Q: 3 clusters Score -832357.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -832362.937500 Penalty: 2930.208984
	Iteration 36Q: 3 clusters Score -832362.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -832363.125000 Penalty: 2930.208984
	Iteration 37Q: 3 clusters Score -832363.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -832365.812500 Penalty: 2930.208984
	Iteration 38Q: 3 clusters Score -832365.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -832366.437500 Penalty: 2930.208984
	Iteration 39Q: 3 clusters Score -832366.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -832367.812500 Penalty: 2930.208984
	Iteration 40F: 3 clusters Score -832367.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -832368.187500 Penalty: 2930.208984
	Iteration 41Q: 3 clusters Score -832368.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -832369.062500 Penalty: 2930.208984
	Iteration 42Q: 3 clusters Score -832369.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -832369.125000 Penalty: 2930.208984
	Iteration 43Q: 3 clusters Score -832369.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -832369.125000 Penalty: 2930.208984
	Iteration 44F: 3 clusters Score -832369.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Entering Unmasked Estep 
Score: -2438415.250000 Penalty: 1632.873657
	Iteration 0F: 2 clusters Score -2438415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2422888.000000 Penalty: 3265.747314
	Iteration 0F: 3 clusters Score -2422888 nChanged 10437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2428477.750000 Penalty: 3265.747314
	Iteration 1F: 3 clusters Score -2428478 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2428774.750000 Penalty: 3265.747314
	Iteration 2Q: 3 clusters Score -2428775 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2429070.750000 Penalty: 3265.747314
	Iteration 3Q: 3 clusters Score -2429071 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2429390.500000 Penalty: 3265.747314
	Iteration 4Q: 3 clusters Score -2429390 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2429766.250000 Penalty: 3265.747314
	Iteration 5Q: 3 clusters Score -2429766 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2430247.000000 Penalty: 3265.747314
	Iteration 6Q: 3 clusters Score -2430247 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2430852.000000 Penalty: 3265.747314
	Iteration 7Q: 3 clusters Score -2430852 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2431603.500000 Penalty: 3265.747314
	Iteration 8F: 3 clusters Score -2431604 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2432501.000000 Penalty: 3265.747314
	Iteration 9F: 3 clusters Score -2432501 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2433458.500000 Penalty: 3265.747314
	Iteration 10F: 3 clusters Score -2433458 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2434381.000000 Penalty: 3265.747314
	Iteration 11Q: 3 clusters Score -2434381 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2435155.750000 Penalty: 3265.747314
	Iteration 12Q: 3 clusters Score -2435156 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2435725.250000 Penalty: 3265.747314
	Iteration 13Q: 3 clusters Score -2435725 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2436124.500000 Penalty: 3265.747314
	Iteration 14Q: 3 clusters Score -2436124 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -2436426.250000 Penalty: 3265.747314
	Iteration 15Q: 3 clusters Score -2436426 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -2436625.750000 Penalty: 3265.747314
	Iteration 16Q: 3 clusters Score -2436626 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -2436752.000000 Penalty: 3265.747314
	Iteration 17Q: 3 clusters Score -2436752 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -2436827.250000 Penalty: 3265.747314
	Iteration 18Q: 3 clusters Score -2436827 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2436869.250000 Penalty: 3265.747314
	Iteration 19Q: 3 clusters Score -2436869 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2436893.000000 Penalty: 3265.747314
	Iteration 20F: 3 clusters Score -2436893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -2436916.000000 Penalty: 3265.747314
	Iteration 21Q: 3 clusters Score -2436916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2436933.500000 Penalty: 3265.747314
	Iteration 22Q: 3 clusters Score -2436934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -2436948.000000 Penalty: 3265.747314
	Iteration 23Q: 3 clusters Score -2436948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2436955.750000 Penalty: 3265.747314
	Iteration 24Q: 3 clusters Score -2436956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -2436966.000000 Penalty: 3265.747314
	Iteration 25Q: 3 clusters Score -2436966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2436977.250000 Penalty: 3265.747314
	Iteration 26Q: 3 clusters Score -2436977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -2436983.000000 Penalty: 3265.747314
	Iteration 27Q: 3 clusters Score -2436983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -2436991.000000 Penalty: 3265.747314
	Iteration 28Q: 3 clusters Score -2436991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -2436998.000000 Penalty: 3265.747314
	Iteration 29Q: 3 clusters Score -2436998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -2437002.000000 Penalty: 3265.747314
	Iteration 30Q: 3 clusters Score -2437002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -2437005.500000 Penalty: 3265.747314
	Iteration 31Q: 3 clusters Score -2437006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -2437005.000000 Penalty: 3265.747314
	Iteration 32Q: 3 clusters Score -2437005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -2437005.250000 Penalty: 3265.747314
	Iteration 33Q: 3 clusters Score -2437005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -2437004.500000 Penalty: 3265.747314
	Iteration 34Q: 3 clusters Score -2437004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -2437009.000000 Penalty: 3265.747314
	Iteration 35Q: 3 clusters Score -2437009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -2437010.250000 Penalty: 3265.747314
	Iteration 36Q: 3 clusters Score -2437010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -2437010.250000 Penalty: 3265.747314
	Iteration 37F: 3 clusters Score -2437010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Entering Unmasked Estep 
Score: -4689152.500000 Penalty: 1742.913452
	Iteration 0F: 2 clusters Score -4689152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -4658612.000000 Penalty: 3485.826904
	Iteration 0F: 3 clusters Score -4658612 nChanged 21249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -4670586.500000 Penalty: 3485.826904
	Iteration 1F: 3 clusters Score -4670586 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -4671064.000000 Penalty: 3485.826904
	Iteration 2Q: 3 clusters Score -4671064 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -4671419.000000 Penalty: 3485.826904
	Iteration 3Q: 3 clusters Score -4671419 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -4671762.000000 Penalty: 3485.826904
	Iteration 4Q: 3 clusters Score -4671762 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -4672266.500000 Penalty: 3485.826904
	Iteration 5Q: 3 clusters Score -4672266 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -4672974.000000 Penalty: 3485.826904
	Iteration 6Q: 3 clusters Score -4672974 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -4674083.000000 Penalty: 3485.826904
	Iteration 7Q: 3 clusters Score -4674083 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -4675905.500000 Penalty: 3485.826904
	Iteration 8F: 3 clusters Score -4675906 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -4678369.500000 Penalty: 3485.826904
	Iteration 9F: 3 clusters Score -4678370 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -4681041.000000 Penalty: 3485.826904
	Iteration 10F: 3 clusters Score -4681041 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -4683329.000000 Penalty: 3485.826904
	Iteration 11F: 3 clusters Score -4683329 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -4684931.000000 Penalty: 3485.826904
	Iteration 12Q: 3 clusters Score -4684931 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -4685911.000000 Penalty: 3485.826904
	Iteration 13Q: 3 clusters Score -4685911 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -4686469.500000 Penalty: 3485.826904
	Iteration 14Q: 3 clusters Score -4686470 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -4686828.500000 Penalty: 3485.826904
	Iteration 15Q: 3 clusters Score -4686828 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -4687110.500000 Penalty: 3485.826904
	Iteration 16Q: 3 clusters Score -4687110 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -4687336.000000 Penalty: 3485.826904
	Iteration 17Q: 3 clusters Score -4687336 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -4687475.000000 Penalty: 3485.826904
	Iteration 18Q: 3 clusters Score -4687475 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -4687562.500000 Penalty: 3485.826904
	Iteration 19Q: 3 clusters Score -4687562 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -4687637.000000 Penalty: 3485.826904
	Iteration 20F: 3 clusters Score -4687637 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -4687680.000000 Penalty: 3485.826904
	Iteration 21Q: 3 clusters Score -4687680 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -4687719.000000 Penalty: 3485.826904
	Iteration 22Q: 3 clusters Score -4687719 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -4687738.000000 Penalty: 3485.826904
	Iteration 23Q: 3 clusters Score -4687738 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -4687772.000000 Penalty: 3485.826904
	Iteration 24Q: 3 clusters Score -4687772 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -4687798.500000 Penalty: 3485.826904
	Iteration 25Q: 3 clusters Score -4687798 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -4687832.500000 Penalty: 3485.826904
	Iteration 26Q: 3 clusters Score -4687832 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -4687849.500000 Penalty: 3485.826904
	Iteration 27Q: 3 clusters Score -4687850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -4687856.500000 Penalty: 3485.826904
	Iteration 28Q: 3 clusters Score -4687856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -4687866.500000 Penalty: 3485.826904
	Iteration 29Q: 3 clusters Score -4687866 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -4687878.000000 Penalty: 3485.826904
	Iteration 30Q: 3 clusters Score -4687878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -4687893.500000 Penalty: 3485.826904
	Iteration 31Q: 3 clusters Score -4687894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -4687907.500000 Penalty: 3485.826904
	Iteration 32Q: 3 clusters Score -4687908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -4687911.000000 Penalty: 3485.826904
	Iteration 33Q: 3 clusters Score -4687911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -4687918.000000 Penalty: 3485.826904
	Iteration 34Q: 3 clusters Score -4687918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -4687922.500000 Penalty: 3485.826904
	Iteration 35Q: 3 clusters Score -4687922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -4687915.500000 Penalty: 3485.826904
	Iteration 36Q: 3 clusters Score -4687916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -4687919.000000 Penalty: 3485.826904
	Iteration 37Q: 3 clusters Score -4687919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -4687928.500000 Penalty: 3485.826904
	Iteration 38Q: 3 clusters Score -4687928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -4687922.000000 Penalty: 3485.826904
	Iteration 39Q: 3 clusters Score -4687922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -4687932.500000 Penalty: 3485.826904
	Iteration 40F: 3 clusters Score -4687932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -4687936.500000 Penalty: 3485.826904
	Iteration 41Q: 3 clusters Score -4687936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -4687938.000000 Penalty: 3485.826904
	Iteration 42Q: 3 clusters Score -4687938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -4687940.500000 Penalty: 3485.826904
	Iteration 43Q: 3 clusters Score -4687940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -4687937.500000 Penalty: 3485.826904
	Iteration 44Q: 3 clusters Score -4687938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -4687943.000000 Penalty: 3485.826904
	Iteration 45Q: 3 clusters Score -4687943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -4687950.000000 Penalty: 3485.826904
	Iteration 46Q: 3 clusters Score -4687950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -4687950.000000 Penalty: 3485.826904
	Iteration 47Q: 3 clusters Score -4687950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -4687951.500000 Penalty: 3485.826904
	Iteration 48Q: 3 clusters Score -4687952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -4687950.500000 Penalty: 3485.826904
	Iteration 49Q: 3 clusters Score -4687950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -4687951.000000 Penalty: 3485.826904
	Iteration 50Q: 3 clusters Score -4687951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -4687950.500000 Penalty: 3485.826904
	Iteration 51Q: 3 clusters Score -4687950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -4687950.500000 Penalty: 3485.826904
	Iteration 52Q: 3 clusters Score -4687950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -4687954.000000 Penalty: 3485.826904
	Iteration 53Q: 3 clusters Score -4687954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -4687953.500000 Penalty: 3485.826904
	Iteration 54Q: 3 clusters Score -4687954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -4687964.500000 Penalty: 3485.826904
	Iteration 55Q: 3 clusters Score -4687964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -4687967.500000 Penalty: 3485.826904
	Iteration 56Q: 3 clusters Score -4687968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -4687967.000000 Penalty: 3485.826904
	Iteration 57Q: 3 clusters Score -4687967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -4687965.000000 Penalty: 3485.826904
	Iteration 58Q: 3 clusters Score -4687965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -4687964.500000 Penalty: 3485.826904
	Iteration 59Q: 3 clusters Score -4687964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -4687966.500000 Penalty: 3485.826904
	Iteration 60F: 3 clusters Score -4687966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -4687971.000000 Penalty: 3485.826904
	Iteration 61Q: 3 clusters Score -4687971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -4687981.500000 Penalty: 3485.826904
	Iteration 62Q: 3 clusters Score -4687982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -4687974.500000 Penalty: 3485.826904
	Iteration 63Q: 3 clusters Score -4687974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -4687977.500000 Penalty: 3485.826904
	Iteration 64Q: 3 clusters Score -4687978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -4687979.500000 Penalty: 3485.826904
	Iteration 65Q: 3 clusters Score -4687980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -4687984.500000 Penalty: 3485.826904
	Iteration 66Q: 3 clusters Score -4687984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -4687985.500000 Penalty: 3485.826904
	Iteration 67Q: 3 clusters Score -4687986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -4687983.500000 Penalty: 3485.826904
	Iteration 68Q: 3 clusters Score -4687984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -4687978.500000 Penalty: 3485.826904
	Iteration 69Q: 3 clusters Score -4687978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -4687984.000000 Penalty: 3485.826904
	Iteration 70Q: 3 clusters Score -4687984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -4687984.000000 Penalty: 3485.826904
	Iteration 71Q: 3 clusters Score -4687984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -4687985.500000 Penalty: 3485.826904
	Iteration 72Q: 3 clusters Score -4687986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -4687986.500000 Penalty: 3485.826904
	Iteration 73Q: 3 clusters Score -4687986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -4687982.500000 Penalty: 3485.826904
	Iteration 74Q: 3 clusters Score -4687982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -4687982.500000 Penalty: 3485.826904
	Iteration 75Q: 3 clusters Score -4687982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -4687984.500000 Penalty: 3485.826904
	Iteration 76Q: 3 clusters Score -4687984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -4687981.500000 Penalty: 3485.826904
	Iteration 77Q: 3 clusters Score -4687982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -4687984.000000 Penalty: 3485.826904
	Iteration 78Q: 3 clusters Score -4687984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -4687985.000000 Penalty: 3485.826904
	Iteration 79Q: 3 clusters Score -4687985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -4687982.500000 Penalty: 3485.826904
	Iteration 80F: 3 clusters Score -4687982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (128993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128993 members 
Entering Unmasked Estep 
Score: -13032210.000000 Penalty: 1912.220947
	Iteration 0F: 2 clusters Score -1.303221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64521 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -12946036.000000 Penalty: 3824.441895
	Iteration 0F: 3 clusters Score -1.294604e+07 nChanged 61999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 65355 members 
Entering Unmasked Estep 
Score: -12982896.000000 Penalty: 3824.441895
	Iteration 1F: 3 clusters Score -1.29829e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 65913 members 
Entering Unmasked Estep 
Score: -12984021.000000 Penalty: 3824.441895
	Iteration 2Q: 3 clusters Score -1.298402e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62182 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -12985673.000000 Penalty: 3824.441895
	Iteration 3Q: 3 clusters Score -1.298567e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 68332 members 
Entering Unmasked Estep 
Score: -12988065.000000 Penalty: 3824.441895
	Iteration 4Q: 3 clusters Score -1.298806e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 70645 members 
Entering Unmasked Estep 
Score: -12991638.000000 Penalty: 3824.441895
	Iteration 5F: 3 clusters Score -1.299164e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 74036 members 
Entering Unmasked Estep 
Score: -12996796.000000 Penalty: 3824.441895
	Iteration 6F: 3 clusters Score -1.29968e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 78327 members 
Entering Unmasked Estep 
Score: -13003647.000000 Penalty: 3824.441895
	Iteration 7F: 3 clusters Score -1.300365e+07 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 83070 members 
Entering Unmasked Estep 
Score: -13011634.000000 Penalty: 3824.441895
	Iteration 8F: 3 clusters Score -1.301163e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 87038 members 
Entering Unmasked Estep 
Score: -13016913.000000 Penalty: 3824.441895
	Iteration 9F: 3 clusters Score -1.301691e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 90347 members 
Entering Unmasked Estep 
Score: -13019605.000000 Penalty: 3824.441895
	Iteration 10Q: 3 clusters Score -1.30196e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 93327 members 
Entering Unmasked Estep 
Score: -13021217.000000 Penalty: 3824.441895
	Iteration 11Q: 3 clusters Score -1.302122e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 96249 members 
Entering Unmasked Estep 
Score: -13022633.000000 Penalty: 3824.441895
	Iteration 12Q: 3 clusters Score -1.302263e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 99020 members 
Entering Unmasked Estep 
Score: -13023760.000000 Penalty: 3824.441895
	Iteration 13Q: 3 clusters Score -1.302376e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 101652 members 
Entering Unmasked Estep 
Score: -13024874.000000 Penalty: 3824.441895
	Iteration 14Q: 3 clusters Score -1.302487e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 104091 members 
Entering Unmasked Estep 
Score: -13025896.000000 Penalty: 3824.441895
	Iteration 15Q: 3 clusters Score -1.30259e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 106311 members 
Entering Unmasked Estep 
Score: -13026653.000000 Penalty: 3824.441895
	Iteration 16Q: 3 clusters Score -1.302665e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 108346 members 
Entering Unmasked Estep 
Score: -13027366.000000 Penalty: 3824.441895
	Iteration 17Q: 3 clusters Score -1.302737e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 110163 members 
Entering Unmasked Estep 
Score: -13028049.000000 Penalty: 3824.441895
	Iteration 18Q: 3 clusters Score -1.302805e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 111840 members 
Entering Unmasked Estep 
Score: -13028631.000000 Penalty: 3824.441895
	Iteration 19Q: 3 clusters Score -1.302863e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 113415 members 
Entering Unmasked Estep 
Score: -13029093.000000 Penalty: 3824.441895
	Iteration 20F: 3 clusters Score -1.302909e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 114900 members 
Entering Unmasked Estep 
Score: -13029634.000000 Penalty: 3824.441895
	Iteration 21Q: 3 clusters Score -1.302963e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 116280 members 
Entering Unmasked Estep 
Score: -13030063.000000 Penalty: 3824.441895
	Iteration 22Q: 3 clusters Score -1.303006e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 117490 members 
Entering Unmasked Estep 
Score: -13030477.000000 Penalty: 3824.441895
	Iteration 23Q: 3 clusters Score -1.303048e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 118578 members 
Entering Unmasked Estep 
Score: -13030824.000000 Penalty: 3824.441895
	Iteration 24Q: 3 clusters Score -1.303082e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 119598 members 
Entering Unmasked Estep 
Score: -13031114.000000 Penalty: 3824.441895
	Iteration 25Q: 3 clusters Score -1.303111e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 120484 members 
Entering Unmasked Estep 
Score: -13031362.000000 Penalty: 3824.441895
	Iteration 26Q: 3 clusters Score -1.303136e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 121295 members 
Entering Unmasked Estep 
Score: -13031573.000000 Penalty: 3824.441895
	Iteration 27Q: 3 clusters Score -1.303157e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 121950 members 
Entering Unmasked Estep 
Score: -13031692.000000 Penalty: 3824.441895
	Iteration 28Q: 3 clusters Score -1.303169e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 122503 members 
Entering Unmasked Estep 
Score: -13031773.000000 Penalty: 3824.441895
	Iteration 29Q: 3 clusters Score -1.303177e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 122987 members 
Entering Unmasked Estep 
Score: -13031839.000000 Penalty: 3824.441895
	Iteration 30Q: 3 clusters Score -1.303184e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 123396 members 
Entering Unmasked Estep 
Score: -13031984.000000 Penalty: 3824.441895
	Iteration 31Q: 3 clusters Score -1.303198e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 123720 members 
Entering Unmasked Estep 
Score: -13032015.000000 Penalty: 3824.441895
	Iteration 32Q: 3 clusters Score -1.303202e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 124017 members 
Entering Unmasked Estep 
Score: -13032083.000000 Penalty: 3824.441895
	Iteration 33Q: 3 clusters Score -1.303208e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 124266 members 
Entering Unmasked Estep 
Score: -13032111.000000 Penalty: 3824.441895
	Iteration 34Q: 3 clusters Score -1.303211e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 124482 members 
Entering Unmasked Estep 
Score: -13032187.000000 Penalty: 3824.441895
	Iteration 35Q: 3 clusters Score -1.303219e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 124641 members 
Entering Unmasked Estep 
Score: -13032219.000000 Penalty: 3824.441895
	Iteration 36Q: 3 clusters Score -1.303222e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 124789 members 
Entering Unmasked Estep 
Score: -13032229.000000 Penalty: 3824.441895
	Iteration 37Q: 3 clusters Score -1.303223e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 124928 members 
Entering Unmasked Estep 
Score: -13032264.000000 Penalty: 3824.441895
	Iteration 38Q: 3 clusters Score -1.303226e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 125054 members 
Entering Unmasked Estep 
Score: -13032301.000000 Penalty: 3824.441895
	Iteration 39Q: 3 clusters Score -1.30323e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 125147 members 
Entering Unmasked Estep 
Score: -13032299.000000 Penalty: 3824.441895
	Iteration 40F: 3 clusters Score -1.30323e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 125221 members 
Entering Unmasked Estep 
Score: -13032282.000000 Penalty: 3824.441895
	Iteration 41Q: 3 clusters Score -1.303228e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 125307 members 
Entering Unmasked Estep 
Score: -13032300.000000 Penalty: 3824.441895
	Iteration 42Q: 3 clusters Score -1.30323e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 125373 members 
Entering Unmasked Estep 
Score: -13032292.000000 Penalty: 3824.441895
	Iteration 43Q: 3 clusters Score -1.303229e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 125429 members 
Entering Unmasked Estep 
Score: -13032315.000000 Penalty: 3824.441895
	Iteration 44Q: 3 clusters Score -1.303232e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 125481 members 
Entering Unmasked Estep 
Score: -13032328.000000 Penalty: 3824.441895
	Iteration 45Q: 3 clusters Score -1.303233e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 125531 members 
Entering Unmasked Estep 
Score: -13032308.000000 Penalty: 3824.441895
	Iteration 46Q: 3 clusters Score -1.303231e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 125577 members 
Entering Unmasked Estep 
Score: -13032334.000000 Penalty: 3824.441895
	Iteration 47Q: 3 clusters Score -1.303233e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 125626 members 
Entering Unmasked Estep 
Score: -13032323.000000 Penalty: 3824.441895
	Iteration 48Q: 3 clusters Score -1.303232e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 125666 members 
Entering Unmasked Estep 
Score: -13032348.000000 Penalty: 3824.441895
	Iteration 49Q: 3 clusters Score -1.303235e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 125707 members 
Entering Unmasked Estep 
Score: -13032351.000000 Penalty: 3824.441895
	Iteration 50Q: 3 clusters Score -1.303235e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 125746 members 
Entering Unmasked Estep 
Score: -13032366.000000 Penalty: 3824.441895
	Iteration 51Q: 3 clusters Score -1.303237e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 125779 members 
Entering Unmasked Estep 
Score: -13032349.000000 Penalty: 3824.441895
	Iteration 52Q: 3 clusters Score -1.303235e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 125804 members 
Entering Unmasked Estep 
Score: -13032336.000000 Penalty: 3824.441895
	Iteration 53Q: 3 clusters Score -1.303234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 125823 members 
Entering Unmasked Estep 
Score: -13032345.000000 Penalty: 3824.441895
	Iteration 54Q: 3 clusters Score -1.303234e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 125840 members 
Entering Unmasked Estep 
Score: -13032342.000000 Penalty: 3824.441895
	Iteration 55Q: 3 clusters Score -1.303234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 125854 members 
Entering Unmasked Estep 
Score: -13032357.000000 Penalty: 3824.441895
	Iteration 56Q: 3 clusters Score -1.303236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 125870 members 
Entering Unmasked Estep 
Score: -13032353.000000 Penalty: 3824.441895
	Iteration 57Q: 3 clusters Score -1.303235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 125885 members 
Entering Unmasked Estep 
Score: -13032355.000000 Penalty: 3824.441895
	Iteration 58Q: 3 clusters Score -1.303236e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 125903 members 
Entering Unmasked Estep 
Score: -13032351.000000 Penalty: 3824.441895
	Iteration 59Q: 3 clusters Score -1.303235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 125915 members 
Entering Unmasked Estep 
Score: -13032359.000000 Penalty: 3824.441895
	Iteration 60F: 3 clusters Score -1.303236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 125924 members 
Entering Unmasked Estep 
Score: -13032351.000000 Penalty: 3824.441895
	Iteration 61Q: 3 clusters Score -1.303235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 125936 members 
Entering Unmasked Estep 
Score: -13032349.000000 Penalty: 3824.441895
	Iteration 62Q: 3 clusters Score -1.303235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 125944 members 
Entering Unmasked Estep 
Score: -13032359.000000 Penalty: 3824.441895
	Iteration 63Q: 3 clusters Score -1.303236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 125949 members 
Entering Unmasked Estep 
Score: -13032359.000000 Penalty: 3824.441895
	Iteration 64Q: 3 clusters Score -1.303236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 125953 members 
Entering Unmasked Estep 
Score: -13032357.000000 Penalty: 3824.441895
	Iteration 65Q: 3 clusters Score -1.303236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 125957 members 
Entering Unmasked Estep 
Score: -13032366.000000 Penalty: 3824.441895
	Iteration 66Q: 3 clusters Score -1.303237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 125960 members 
Entering Unmasked Estep 
Score: -13032366.000000 Penalty: 3824.441895
	Iteration 67Q: 3 clusters Score -1.303237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 125963 members 
Entering Unmasked Estep 
Score: -13032368.000000 Penalty: 3824.441895
	Iteration 68Q: 3 clusters Score -1.303237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 125967 members 
Entering Unmasked Estep 
Score: -13032365.000000 Penalty: 3824.441895
	Iteration 69Q: 3 clusters Score -1.303236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 125969 members 
Entering Unmasked Estep 
Score: -13032359.000000 Penalty: 3824.441895
	Iteration 70Q: 3 clusters Score -1.303236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 125970 members 
Entering Unmasked Estep 
Score: -13032356.000000 Penalty: 3824.441895
	Iteration 71Q: 3 clusters Score -1.303236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 125972 members 
Entering Unmasked Estep 
Score: -13032359.000000 Penalty: 3824.441895
	Iteration 72Q: 3 clusters Score -1.303236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 125972 members 
Entering Unmasked Estep 
Score: -13032359.000000 Penalty: 3824.441895
	Iteration 73F: 3 clusters Score -1.303236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 177209 members 
Mstep: Class 2 contains 8234 members 
Mstep: Class 3 contains 125972 members 
Mstep: Class 4 contains 23120 members 
Mstep: Class 6 contains 45507 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 26082 members 
Mstep: Class 9 contains 170065 members 
Mstep: Class 10 contains 213438 members 
Mstep: Class 11 contains 230042 members 
Mstep: Class 12 contains 6723 members 
Mstep: Class 13 contains 10545 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 159891 members 
Mstep: Class 17 contains 61290 members 
Mstep: Class 18 contains 2198 members 
Mstep: Class 19 contains 17178 members 
Entering Unmasked Estep 
Score: -127828952.000000 Penalty: 38861.996094
Splitting cluster 7 changes total score from -127828280.000000 to -127828952.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 8 (26082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Entering Unmasked Estep 
Score: -2495275.250000 Penalty: 1652.462646
	Iteration 0F: 2 clusters Score -2495275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2477644.250000 Penalty: 3304.925293
	Iteration 0F: 3 clusters Score -2477644 nChanged 12081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2484442.750000 Penalty: 3304.925293
	Iteration 1F: 3 clusters Score -2484443 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2485015.000000 Penalty: 3304.925293
	Iteration 2F: 3 clusters Score -2485015 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2485788.750000 Penalty: 3304.925293
	Iteration 3F: 3 clusters Score -2485789 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2486833.500000 Penalty: 3304.925293
	Iteration 4F: 3 clusters Score -2486834 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2488155.000000 Penalty: 3304.925293
	Iteration 5F: 3 clusters Score -2488155 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2489741.750000 Penalty: 3304.925293
	Iteration 6F: 3 clusters Score -2489742 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2491396.000000 Penalty: 3304.925293
	Iteration 7F: 3 clusters Score -2491396 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2492758.500000 Penalty: 3304.925293
	Iteration 8F: 3 clusters Score -2492758 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2493650.250000 Penalty: 3304.925293
	Iteration 9Q: 3 clusters Score -2493650 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2494185.750000 Penalty: 3304.925293
	Iteration 10Q: 3 clusters Score -2494186 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2494511.750000 Penalty: 3304.925293
	Iteration 11Q: 3 clusters Score -2494512 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2494676.000000 Penalty: 3304.925293
	Iteration 12Q: 3 clusters Score -2494676 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2494748.750000 Penalty: 3304.925293
	Iteration 13Q: 3 clusters Score -2494749 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2494796.500000 Penalty: 3304.925293
	Iteration 14Q: 3 clusters Score -2494796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2494810.500000 Penalty: 3304.925293
	Iteration 15Q: 3 clusters Score -2494810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2494824.000000 Penalty: 3304.925293
	Iteration 16Q: 3 clusters Score -2494824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2494822.500000 Penalty: 3304.925293
	Iteration 17Q: 3 clusters Score -2494822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2494827.250000 Penalty: 3304.925293
	Iteration 18Q: 3 clusters Score -2494827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2494828.250000 Penalty: 3304.925293
	Iteration 19Q: 3 clusters Score -2494828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2495816.500000 Penalty: 3304.925293
	Iteration 20F: 3 clusters Score -2495816 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2497323.000000 Penalty: 3304.925293
	Iteration 21Q: 3 clusters Score -2497323 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2497991.000000 Penalty: 3304.925293
	Iteration 22Q: 3 clusters Score -2497991 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2498273.250000 Penalty: 3304.925293
	Iteration 23Q: 3 clusters Score -2498273 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2498389.500000 Penalty: 3304.925293
	Iteration 24Q: 3 clusters Score -2498390 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2498469.750000 Penalty: 3304.925293
	Iteration 25Q: 3 clusters Score -2498470 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2498518.750000 Penalty: 3304.925293
	Iteration 26Q: 3 clusters Score -2498519 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2498554.500000 Penalty: 3304.925293
	Iteration 27Q: 3 clusters Score -2498554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2498577.250000 Penalty: 3304.925293
	Iteration 28Q: 3 clusters Score -2498577 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2498576.250000 Penalty: 3304.925293
	Iteration 29Q: 3 clusters Score -2498576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2498582.250000 Penalty: 3304.925293
	Iteration 30Q: 3 clusters Score -2498582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2498590.250000 Penalty: 3304.925293
	Iteration 31Q: 3 clusters Score -2498590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2498589.500000 Penalty: 3304.925293
	Iteration 32Q: 3 clusters Score -2498590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2498591.000000 Penalty: 3304.925293
	Iteration 33Q: 3 clusters Score -2498591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2498595.250000 Penalty: 3304.925293
	Iteration 34Q: 3 clusters Score -2498595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2498599.000000 Penalty: 3304.925293
	Iteration 35Q: 3 clusters Score -2498599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2498598.500000 Penalty: 3304.925293
	Iteration 36Q: 3 clusters Score -2498598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2498601.000000 Penalty: 3304.925293
	Iteration 37Q: 3 clusters Score -2498601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2498602.500000 Penalty: 3304.925293
	Iteration 38Q: 3 clusters Score -2498602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2498818.250000 Penalty: 3304.925293
	Iteration 39F: 3 clusters Score -2498818 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2498910.500000 Penalty: 3304.925293
	Iteration 40F: 3 clusters Score -2498910 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2498933.750000 Penalty: 3304.925293
	Iteration 41Q: 3 clusters Score -2498934 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2498951.000000 Penalty: 3304.925293
	Iteration 42Q: 3 clusters Score -2498951 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2498985.000000 Penalty: 3304.925293
	Iteration 43Q: 3 clusters Score -2498985 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2498996.750000 Penalty: 3304.925293
	Iteration 44Q: 3 clusters Score -2498997 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2498998.750000 Penalty: 3304.925293
	Iteration 45Q: 3 clusters Score -2498999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2499010.250000 Penalty: 3304.925293
	Iteration 46Q: 3 clusters Score -2499010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2499018.750000 Penalty: 3304.925293
	Iteration 47Q: 3 clusters Score -2499019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2499025.750000 Penalty: 3304.925293
	Iteration 48Q: 3 clusters Score -2499026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2499030.250000 Penalty: 3304.925293
	Iteration 49Q: 3 clusters Score -2499030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2499042.500000 Penalty: 3304.925293
	Iteration 50Q: 3 clusters Score -2499042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2499057.000000 Penalty: 3304.925293
	Iteration 51Q: 3 clusters Score -2499057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2499067.500000 Penalty: 3304.925293
	Iteration 52Q: 3 clusters Score -2499068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2499072.250000 Penalty: 3304.925293
	Iteration 53Q: 3 clusters Score -2499072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2499079.250000 Penalty: 3304.925293
	Iteration 54Q: 3 clusters Score -2499079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2499076.500000 Penalty: 3304.925293
	Iteration 55Q: 3 clusters Score -2499076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2499081.000000 Penalty: 3304.925293
	Iteration 56Q: 3 clusters Score -2499081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2499082.500000 Penalty: 3304.925293
	Iteration 57Q: 3 clusters Score -2499082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2499079.500000 Penalty: 3304.925293
	Iteration 58Q: 3 clusters Score -2499080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2499083.000000 Penalty: 3304.925293
	Iteration 59Q: 3 clusters Score -2499083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2499088.500000 Penalty: 3304.925293
	Iteration 60F: 3 clusters Score -2499088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2499087.500000 Penalty: 3304.925293
	Iteration 61Q: 3 clusters Score -2499088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2499089.500000 Penalty: 3304.925293
	Iteration 62Q: 3 clusters Score -2499090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2499088.750000 Penalty: 3304.925293
	Iteration 63Q: 3 clusters Score -2499089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2499088.000000 Penalty: 3304.925293
	Iteration 64Q: 3 clusters Score -2499088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2499088.250000 Penalty: 3304.925293
	Iteration 65Q: 3 clusters Score -2499088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2499088.250000 Penalty: 3304.925293
	Iteration 66F: 3 clusters Score -2499088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 177209 members 
Mstep: Class 2 contains 8234 members 
Mstep: Class 3 contains 125972 members 
Mstep: Class 4 contains 23120 members 
Mstep: Class 5 contains 1976 members 
Mstep: Class 6 contains 45507 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 24106 members 
Mstep: Class 9 contains 170065 members 
Mstep: Class 10 contains 213438 members 
Mstep: Class 11 contains 230042 members 
Mstep: Class 12 contains 6723 members 
Mstep: Class 13 contains 10545 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 159891 members 
Mstep: Class 17 contains 61290 members 
Mstep: Class 18 contains 2198 members 
Mstep: Class 19 contains 17178 members 
Entering Unmasked Estep 
Score: -127831528.000000 Penalty: 41147.996094
Splitting cluster 8 changes total score from -127828280.000000 to -127831528.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 9 (170065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170065 members 
Entering Unmasked Estep 
Score: -17216388.000000 Penalty: 1957.139526
	Iteration 0F: 2 clusters Score -1.721639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85281 members 
Mstep: Class 2 contains 84784 members 
Entering Unmasked Estep 
Score: -17105724.000000 Penalty: 3914.279053
	Iteration 0F: 3 clusters Score -1.710572e+07 nChanged 82483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92534 members 
Mstep: Class 2 contains 77531 members 
Entering Unmasked Estep 
Score: -17155188.000000 Penalty: 3914.279053
	Iteration 1F: 3 clusters Score -1.715519e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97112 members 
Mstep: Class 2 contains 72953 members 
Entering Unmasked Estep 
Score: -17157800.000000 Penalty: 3914.279053
	Iteration 2Q: 3 clusters Score -1.71578e+07 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103851 members 
Mstep: Class 2 contains 66214 members 
Entering Unmasked Estep 
Score: -17161924.000000 Penalty: 3914.279053
	Iteration 3F: 3 clusters Score -1.716192e+07 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113013 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -17168762.000000 Penalty: 3914.279053
	Iteration 4F: 3 clusters Score -1.716876e+07 nChanged 12330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124105 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -17178714.000000 Penalty: 3914.279053
	Iteration 5F: 3 clusters Score -1.717871e+07 nChanged 12781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135762 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -17189874.000000 Penalty: 3914.279053
	Iteration 6F: 3 clusters Score -1.718987e+07 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145828 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -17199734.000000 Penalty: 3914.279053
	Iteration 7F: 3 clusters Score -1.719973e+07 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153320 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -17206260.000000 Penalty: 3914.279053
	Iteration 8Q: 3 clusters Score -1.720626e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158717 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -17210108.000000 Penalty: 3914.279053
	Iteration 9Q: 3 clusters Score -1.721011e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162499 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -17212242.000000 Penalty: 3914.279053
	Iteration 10Q: 3 clusters Score -1.721224e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165005 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -17213328.000000 Penalty: 3914.279053
	Iteration 11Q: 3 clusters Score -1.721333e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166677 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -17214092.000000 Penalty: 3914.279053
	Iteration 12Q: 3 clusters Score -1.721409e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167718 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -17214486.000000 Penalty: 3914.279053
	Iteration 13Q: 3 clusters Score -1.721449e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168344 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -17214728.000000 Penalty: 3914.279053
	Iteration 14Q: 3 clusters Score -1.721473e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168708 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -17214878.000000 Penalty: 3914.279053
	Iteration 15Q: 3 clusters Score -1.721488e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168940 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -17214968.000000 Penalty: 3914.279053
	Iteration 16Q: 3 clusters Score -1.721497e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169091 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -17214952.000000 Penalty: 3914.279053
	Iteration 17Q: 3 clusters Score -1.721495e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169197 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -17214980.000000 Penalty: 3914.279053
	Iteration 18Q: 3 clusters Score -1.721498e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169254 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -17214988.000000 Penalty: 3914.279053
	Iteration 19Q: 3 clusters Score -1.721499e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169303 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -17215046.000000 Penalty: 3914.279053
	Iteration 20F: 3 clusters Score -1.721505e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169339 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -17215064.000000 Penalty: 3914.279053
	Iteration 21Q: 3 clusters Score -1.721506e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169363 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -17215056.000000 Penalty: 3914.279053
	Iteration 22Q: 3 clusters Score -1.721506e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169385 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -17215054.000000 Penalty: 3914.279053
	Iteration 23Q: 3 clusters Score -1.721505e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169404 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -17215034.000000 Penalty: 3914.279053
	Iteration 24Q: 3 clusters Score -1.721503e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169419 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -17215044.000000 Penalty: 3914.279053
	Iteration 25Q: 3 clusters Score -1.721504e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169425 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -17215042.000000 Penalty: 3914.279053
	Iteration 26Q: 3 clusters Score -1.721504e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169438 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -17215050.000000 Penalty: 3914.279053
	Iteration 27Q: 3 clusters Score -1.721505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169442 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -17215054.000000 Penalty: 3914.279053
	Iteration 28Q: 3 clusters Score -1.721505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169446 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -17215064.000000 Penalty: 3914.279053
	Iteration 29Q: 3 clusters Score -1.721506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169449 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -17215068.000000 Penalty: 3914.279053
	Iteration 30Q: 3 clusters Score -1.721507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169452 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -17215072.000000 Penalty: 3914.279053
	Iteration 31Q: 3 clusters Score -1.721507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169451 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -17215082.000000 Penalty: 3914.279053
	Iteration 32Q: 3 clusters Score -1.721508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169451 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -17215082.000000 Penalty: 3914.279053
	Iteration 33F: 3 clusters Score -1.721508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (213438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213438 members 
Entering Unmasked Estep 
Score: -21830172.000000 Penalty: 1994.054077
	Iteration 0F: 2 clusters Score -2.183017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106498 members 
Mstep: Class 2 contains 106940 members 
Entering Unmasked Estep 
Score: -21712634.000000 Penalty: 3988.108154
	Iteration 0F: 3 clusters Score -2.171263e+07 nChanged 103899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102413 members 
Mstep: Class 2 contains 111025 members 
Entering Unmasked Estep 
Score: -21774476.000000 Penalty: 3988.108154
	Iteration 1F: 3 clusters Score -2.177448e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100170 members 
Mstep: Class 2 contains 113268 members 
Entering Unmasked Estep 
Score: -21776014.000000 Penalty: 3988.108154
	Iteration 2Q: 3 clusters Score -2.177601e+07 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97109 members 
Mstep: Class 2 contains 116329 members 
Entering Unmasked Estep 
Score: -21778802.000000 Penalty: 3988.108154
	Iteration 3Q: 3 clusters Score -2.17788e+07 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93131 members 
Mstep: Class 2 contains 120307 members 
Entering Unmasked Estep 
Score: -21782898.000000 Penalty: 3988.108154
	Iteration 4Q: 3 clusters Score -2.17829e+07 nChanged 10620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88181 members 
Mstep: Class 2 contains 125257 members 
Entering Unmasked Estep 
Score: -21788928.000000 Penalty: 3988.108154
	Iteration 5Q: 3 clusters Score -2.178893e+07 nChanged 12708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 130749 members 
Entering Unmasked Estep 
Score: -21797426.000000 Penalty: 3988.108154
	Iteration 6F: 3 clusters Score -2.179743e+07 nChanged 14507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77914 members 
Mstep: Class 2 contains 135524 members 
Entering Unmasked Estep 
Score: -21808076.000000 Penalty: 3988.108154
	Iteration 7F: 3 clusters Score -2.180808e+07 nChanged 14272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75242 members 
Mstep: Class 2 contains 138196 members 
Entering Unmasked Estep 
Score: -21818494.000000 Penalty: 3988.108154
	Iteration 8F: 3 clusters Score -2.181849e+07 nChanged 11716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74470 members 
Mstep: Class 2 contains 138968 members 
Entering Unmasked Estep 
Score: -21824048.000000 Penalty: 3988.108154
	Iteration 9F: 3 clusters Score -2.182405e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74231 members 
Mstep: Class 2 contains 139207 members 
Entering Unmasked Estep 
Score: -21825894.000000 Penalty: 3988.108154
	Iteration 10Q: 3 clusters Score -2.182589e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74068 members 
Mstep: Class 2 contains 139370 members 
Entering Unmasked Estep 
Score: -21826836.000000 Penalty: 3988.108154
	Iteration 11Q: 3 clusters Score -2.182684e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73926 members 
Mstep: Class 2 contains 139512 members 
Entering Unmasked Estep 
Score: -21827462.000000 Penalty: 3988.108154
	Iteration 12Q: 3 clusters Score -2.182746e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73862 members 
Mstep: Class 2 contains 139576 members 
Entering Unmasked Estep 
Score: -21827918.000000 Penalty: 3988.108154
	Iteration 13Q: 3 clusters Score -2.182792e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73791 members 
Mstep: Class 2 contains 139647 members 
Entering Unmasked Estep 
Score: -21828338.000000 Penalty: 3988.108154
	Iteration 14Q: 3 clusters Score -2.182834e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73774 members 
Mstep: Class 2 contains 139664 members 
Entering Unmasked Estep 
Score: -21828674.000000 Penalty: 3988.108154
	Iteration 15Q: 3 clusters Score -2.182867e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73759 members 
Mstep: Class 2 contains 139679 members 
Entering Unmasked Estep 
Score: -21829034.000000 Penalty: 3988.108154
	Iteration 16Q: 3 clusters Score -2.182903e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73794 members 
Mstep: Class 2 contains 139644 members 
Entering Unmasked Estep 
Score: -21829356.000000 Penalty: 3988.108154
	Iteration 17Q: 3 clusters Score -2.182936e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73777 members 
Mstep: Class 2 contains 139661 members 
Entering Unmasked Estep 
Score: -21829766.000000 Penalty: 3988.108154
	Iteration 18Q: 3 clusters Score -2.182977e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73783 members 
Mstep: Class 2 contains 139655 members 
Entering Unmasked Estep 
Score: -21829960.000000 Penalty: 3988.108154
	Iteration 19Q: 3 clusters Score -2.182996e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73902 members 
Mstep: Class 2 contains 139536 members 
Entering Unmasked Estep 
Score: -21830150.000000 Penalty: 3988.108154
	Iteration 20F: 3 clusters Score -2.183015e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74110 members 
Mstep: Class 2 contains 139328 members 
Entering Unmasked Estep 
Score: -21830296.000000 Penalty: 3988.108154
	Iteration 21Q: 3 clusters Score -2.18303e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74413 members 
Mstep: Class 2 contains 139025 members 
Entering Unmasked Estep 
Score: -21830652.000000 Penalty: 3988.108154
	Iteration 22Q: 3 clusters Score -2.183065e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74736 members 
Mstep: Class 2 contains 138702 members 
Entering Unmasked Estep 
Score: -21830842.000000 Penalty: 3988.108154
	Iteration 23Q: 3 clusters Score -2.183084e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75153 members 
Mstep: Class 2 contains 138285 members 
Entering Unmasked Estep 
Score: -21830966.000000 Penalty: 3988.108154
	Iteration 24Q: 3 clusters Score -2.183097e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75579 members 
Mstep: Class 2 contains 137859 members 
Entering Unmasked Estep 
Score: -21831092.000000 Penalty: 3988.108154
	Iteration 25Q: 3 clusters Score -2.183109e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76038 members 
Mstep: Class 2 contains 137400 members 
Entering Unmasked Estep 
Score: -21831276.000000 Penalty: 3988.108154
	Iteration 26Q: 3 clusters Score -2.183128e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76583 members 
Mstep: Class 2 contains 136855 members 
Entering Unmasked Estep 
Score: -21831302.000000 Penalty: 3988.108154
	Iteration 27Q: 3 clusters Score -2.18313e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77064 members 
Mstep: Class 2 contains 136374 members 
Entering Unmasked Estep 
Score: -21831290.000000 Penalty: 3988.108154
	Iteration 28Q: 3 clusters Score -2.183129e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77574 members 
Mstep: Class 2 contains 135864 members 
Entering Unmasked Estep 
Score: -21831338.000000 Penalty: 3988.108154
	Iteration 29Q: 3 clusters Score -2.183134e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78125 members 
Mstep: Class 2 contains 135313 members 
Entering Unmasked Estep 
Score: -21831238.000000 Penalty: 3988.108154
	Iteration 30Q: 3 clusters Score -2.183124e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78677 members 
Mstep: Class 2 contains 134761 members 
Entering Unmasked Estep 
Score: -21831186.000000 Penalty: 3988.108154
	Iteration 31Q: 3 clusters Score -2.183119e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79216 members 
Mstep: Class 2 contains 134222 members 
Entering Unmasked Estep 
Score: -21831150.000000 Penalty: 3988.108154
	Iteration 32Q: 3 clusters Score -2.183115e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79820 members 
Mstep: Class 2 contains 133618 members 
Entering Unmasked Estep 
Score: -21831094.000000 Penalty: 3988.108154
	Iteration 33Q: 3 clusters Score -2.183109e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 132915 members 
Entering Unmasked Estep 
Score: -21830940.000000 Penalty: 3988.108154
	Iteration 34Q: 3 clusters Score -2.183094e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81231 members 
Mstep: Class 2 contains 132207 members 
Entering Unmasked Estep 
Score: -21830928.000000 Penalty: 3988.108154
	Iteration 35Q: 3 clusters Score -2.183093e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81947 members 
Mstep: Class 2 contains 131491 members 
Entering Unmasked Estep 
Score: -21830806.000000 Penalty: 3988.108154
	Iteration 36Q: 3 clusters Score -2.183081e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82712 members 
Mstep: Class 2 contains 130726 members 
Entering Unmasked Estep 
Score: -21830674.000000 Penalty: 3988.108154
	Iteration 37Q: 3 clusters Score -2.183067e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83487 members 
Mstep: Class 2 contains 129951 members 
Entering Unmasked Estep 
Score: -21830526.000000 Penalty: 3988.108154
	Iteration 38Q: 3 clusters Score -2.183053e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84361 members 
Mstep: Class 2 contains 129077 members 
Entering Unmasked Estep 
Score: -21830410.000000 Penalty: 3988.108154
	Iteration 39Q: 3 clusters Score -2.183041e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85192 members 
Mstep: Class 2 contains 128246 members 
Entering Unmasked Estep 
Score: -21830278.000000 Penalty: 3988.108154
	Iteration 40F: 3 clusters Score -2.183028e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86039 members 
Mstep: Class 2 contains 127399 members 
Entering Unmasked Estep 
Score: -21830196.000000 Penalty: 3988.108154
	Iteration 41Q: 3 clusters Score -2.18302e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86894 members 
Mstep: Class 2 contains 126544 members 
Entering Unmasked Estep 
Score: -21830074.000000 Penalty: 3988.108154
	Iteration 42Q: 3 clusters Score -2.183007e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87656 members 
Mstep: Class 2 contains 125782 members 
Entering Unmasked Estep 
Score: -21829970.000000 Penalty: 3988.108154
	Iteration 43Q: 3 clusters Score -2.182997e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88439 members 
Mstep: Class 2 contains 124999 members 
Entering Unmasked Estep 
Score: -21829770.000000 Penalty: 3988.108154
	Iteration 44Q: 3 clusters Score -2.182977e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89202 members 
Mstep: Class 2 contains 124236 members 
Entering Unmasked Estep 
Score: -21829590.000000 Penalty: 3988.108154
	Iteration 45Q: 3 clusters Score -2.182959e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90002 members 
Mstep: Class 2 contains 123436 members 
Entering Unmasked Estep 
Score: -21829564.000000 Penalty: 3988.108154
	Iteration 46Q: 3 clusters Score -2.182956e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90784 members 
Mstep: Class 2 contains 122654 members 
Entering Unmasked Estep 
Score: -21829574.000000 Penalty: 3988.108154
	Iteration 47Q: 3 clusters Score -2.182957e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91513 members 
Mstep: Class 2 contains 121925 members 
Entering Unmasked Estep 
Score: -21829506.000000 Penalty: 3988.108154
	Iteration 48Q: 3 clusters Score -2.182951e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92234 members 
Mstep: Class 2 contains 121204 members 
Entering Unmasked Estep 
Score: -21829500.000000 Penalty: 3988.108154
	Iteration 49Q: 3 clusters Score -2.18295e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92956 members 
Mstep: Class 2 contains 120482 members 
Entering Unmasked Estep 
Score: -21829410.000000 Penalty: 3988.108154
	Iteration 50Q: 3 clusters Score -2.182941e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93687 members 
Mstep: Class 2 contains 119751 members 
Entering Unmasked Estep 
Score: -21829402.000000 Penalty: 3988.108154
	Iteration 51Q: 3 clusters Score -2.18294e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94458 members 
Mstep: Class 2 contains 118980 members 
Entering Unmasked Estep 
Score: -21829306.000000 Penalty: 3988.108154
	Iteration 52Q: 3 clusters Score -2.182931e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95244 members 
Mstep: Class 2 contains 118194 members 
Entering Unmasked Estep 
Score: -21829270.000000 Penalty: 3988.108154
	Iteration 53Q: 3 clusters Score -2.182927e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96007 members 
Mstep: Class 2 contains 117431 members 
Entering Unmasked Estep 
Score: -21829198.000000 Penalty: 3988.108154
	Iteration 54Q: 3 clusters Score -2.18292e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96790 members 
Mstep: Class 2 contains 116648 members 
Entering Unmasked Estep 
Score: -21829234.000000 Penalty: 3988.108154
	Iteration 55Q: 3 clusters Score -2.182923e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97569 members 
Mstep: Class 2 contains 115869 members 
Entering Unmasked Estep 
Score: -21829214.000000 Penalty: 3988.108154
	Iteration 56Q: 3 clusters Score -2.182921e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98308 members 
Mstep: Class 2 contains 115130 members 
Entering Unmasked Estep 
Score: -21829198.000000 Penalty: 3988.108154
	Iteration 57Q: 3 clusters Score -2.18292e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99060 members 
Mstep: Class 2 contains 114378 members 
Entering Unmasked Estep 
Score: -21829172.000000 Penalty: 3988.108154
	Iteration 58Q: 3 clusters Score -2.182917e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99826 members 
Mstep: Class 2 contains 113612 members 
Entering Unmasked Estep 
Score: -21829188.000000 Penalty: 3988.108154
	Iteration 59Q: 3 clusters Score -2.182919e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100549 members 
Mstep: Class 2 contains 112889 members 
Entering Unmasked Estep 
Score: -21829258.000000 Penalty: 3988.108154
	Iteration 60F: 3 clusters Score -2.182926e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101231 members 
Mstep: Class 2 contains 112207 members 
Entering Unmasked Estep 
Score: -21829300.000000 Penalty: 3988.108154
	Iteration 61Q: 3 clusters Score -2.18293e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102005 members 
Mstep: Class 2 contains 111433 members 
Entering Unmasked Estep 
Score: -21829396.000000 Penalty: 3988.108154
	Iteration 62Q: 3 clusters Score -2.18294e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102827 members 
Mstep: Class 2 contains 110611 members 
Entering Unmasked Estep 
Score: -21829462.000000 Penalty: 3988.108154
	Iteration 63Q: 3 clusters Score -2.182946e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103629 members 
Mstep: Class 2 contains 109809 members 
Entering Unmasked Estep 
Score: -21829482.000000 Penalty: 3988.108154
	Iteration 64Q: 3 clusters Score -2.182948e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104441 members 
Mstep: Class 2 contains 108997 members 
Entering Unmasked Estep 
Score: -21829558.000000 Penalty: 3988.108154
	Iteration 65Q: 3 clusters Score -2.182956e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105308 members 
Mstep: Class 2 contains 108130 members 
Entering Unmasked Estep 
Score: -21829626.000000 Penalty: 3988.108154
	Iteration 66Q: 3 clusters Score -2.182963e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106157 members 
Mstep: Class 2 contains 107281 members 
Entering Unmasked Estep 
Score: -21829696.000000 Penalty: 3988.108154
	Iteration 67Q: 3 clusters Score -2.18297e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107065 members 
Mstep: Class 2 contains 106373 members 
Entering Unmasked Estep 
Score: -21829754.000000 Penalty: 3988.108154
	Iteration 68Q: 3 clusters Score -2.182975e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107989 members 
Mstep: Class 2 contains 105449 members 
Entering Unmasked Estep 
Score: -21829754.000000 Penalty: 3988.108154
	Iteration 69Q: 3 clusters Score -2.182975e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108956 members 
Mstep: Class 2 contains 104482 members 
Entering Unmasked Estep 
Score: -21829800.000000 Penalty: 3988.108154
	Iteration 70Q: 3 clusters Score -2.18298e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109980 members 
Mstep: Class 2 contains 103458 members 
Entering Unmasked Estep 
Score: -21829872.000000 Penalty: 3988.108154
	Iteration 71Q: 3 clusters Score -2.182987e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111103 members 
Mstep: Class 2 contains 102335 members 
Entering Unmasked Estep 
Score: -21829956.000000 Penalty: 3988.108154
	Iteration 72Q: 3 clusters Score -2.182996e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112257 members 
Mstep: Class 2 contains 101181 members 
Entering Unmasked Estep 
Score: -21830038.000000 Penalty: 3988.108154
	Iteration 73Q: 3 clusters Score -2.183004e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113526 members 
Mstep: Class 2 contains 99912 members 
Entering Unmasked Estep 
Score: -21830104.000000 Penalty: 3988.108154
	Iteration 74Q: 3 clusters Score -2.18301e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114839 members 
Mstep: Class 2 contains 98599 members 
Entering Unmasked Estep 
Score: -21830242.000000 Penalty: 3988.108154
	Iteration 75Q: 3 clusters Score -2.183024e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116220 members 
Mstep: Class 2 contains 97218 members 
Entering Unmasked Estep 
Score: -21830404.000000 Penalty: 3988.108154
	Iteration 76Q: 3 clusters Score -2.18304e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117681 members 
Mstep: Class 2 contains 95757 members 
Entering Unmasked Estep 
Score: -21830570.000000 Penalty: 3988.108154
	Iteration 77Q: 3 clusters Score -2.183057e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119217 members 
Mstep: Class 2 contains 94221 members 
Entering Unmasked Estep 
Score: -21830802.000000 Penalty: 3988.108154
	Iteration 78Q: 3 clusters Score -2.18308e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120772 members 
Mstep: Class 2 contains 92666 members 
Entering Unmasked Estep 
Score: -21830944.000000 Penalty: 3988.108154
	Iteration 79Q: 3 clusters Score -2.183094e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122386 members 
Mstep: Class 2 contains 91052 members 
Entering Unmasked Estep 
Score: -21831062.000000 Penalty: 3988.108154
	Iteration 80F: 3 clusters Score -2.183106e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124052 members 
Mstep: Class 2 contains 89386 members 
Entering Unmasked Estep 
Score: -21831172.000000 Penalty: 3988.108154
	Iteration 81Q: 3 clusters Score -2.183117e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125736 members 
Mstep: Class 2 contains 87702 members 
Entering Unmasked Estep 
Score: -21831282.000000 Penalty: 3988.108154
	Iteration 82Q: 3 clusters Score -2.183128e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127480 members 
Mstep: Class 2 contains 85958 members 
Entering Unmasked Estep 
Score: -21831476.000000 Penalty: 3988.108154
	Iteration 83Q: 3 clusters Score -2.183148e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129217 members 
Mstep: Class 2 contains 84221 members 
Entering Unmasked Estep 
Score: -21831726.000000 Penalty: 3988.108154
	Iteration 84Q: 3 clusters Score -2.183173e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131016 members 
Mstep: Class 2 contains 82422 members 
Entering Unmasked Estep 
Score: -21831882.000000 Penalty: 3988.108154
	Iteration 85Q: 3 clusters Score -2.183188e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132760 members 
Mstep: Class 2 contains 80678 members 
Entering Unmasked Estep 
Score: -21832184.000000 Penalty: 3988.108154
	Iteration 86Q: 3 clusters Score -2.183218e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134548 members 
Mstep: Class 2 contains 78890 members 
Entering Unmasked Estep 
Score: -21832384.000000 Penalty: 3988.108154
	Iteration 87Q: 3 clusters Score -2.183238e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136261 members 
Mstep: Class 2 contains 77177 members 
Entering Unmasked Estep 
Score: -21832660.000000 Penalty: 3988.108154
	Iteration 88Q: 3 clusters Score -2.183266e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137931 members 
Mstep: Class 2 contains 75507 members 
Entering Unmasked Estep 
Score: -21832816.000000 Penalty: 3988.108154
	Iteration 89Q: 3 clusters Score -2.183282e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139618 members 
Mstep: Class 2 contains 73820 members 
Entering Unmasked Estep 
Score: -21832972.000000 Penalty: 3988.108154
	Iteration 90Q: 3 clusters Score -2.183297e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141391 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
Score: -21833162.000000 Penalty: 3988.108154
	Iteration 91Q: 3 clusters Score -2.183316e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142992 members 
Mstep: Class 2 contains 70446 members 
Entering Unmasked Estep 
Score: -21833320.000000 Penalty: 3988.108154
	Iteration 92Q: 3 clusters Score -2.183332e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144474 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -21833532.000000 Penalty: 3988.108154
	Iteration 93Q: 3 clusters Score -2.183353e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146052 members 
Mstep: Class 2 contains 67386 members 
Entering Unmasked Estep 
Score: -21833656.000000 Penalty: 3988.108154
	Iteration 94Q: 3 clusters Score -2.183366e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147806 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -21833900.000000 Penalty: 3988.108154
	Iteration 95Q: 3 clusters Score -2.18339e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149750 members 
Mstep: Class 2 contains 63688 members 
Entering Unmasked Estep 
Score: -21834126.000000 Penalty: 3988.108154
	Iteration 96Q: 3 clusters Score -2.183413e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151714 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -21834456.000000 Penalty: 3988.108154
	Iteration 97Q: 3 clusters Score -2.183446e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153757 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -21834614.000000 Penalty: 3988.108154
	Iteration 98Q: 3 clusters Score -2.183461e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155910 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -21834730.000000 Penalty: 3988.108154
	Iteration 99Q: 3 clusters Score -2.183473e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158156 members 
Mstep: Class 2 contains 55282 members 
Entering Unmasked Estep 
Score: -21834896.000000 Penalty: 3988.108154
	Iteration 100F: 3 clusters Score -2.18349e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160437 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -21835012.000000 Penalty: 3988.108154
	Iteration 101Q: 3 clusters Score -2.183501e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162748 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -21834934.000000 Penalty: 3988.108154
	Iteration 102Q: 3 clusters Score -2.183493e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165153 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -21834810.000000 Penalty: 3988.108154
	Iteration 103Q: 3 clusters Score -2.183481e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167601 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -21834652.000000 Penalty: 3988.108154
	Iteration 104Q: 3 clusters Score -2.183465e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170009 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -21834524.000000 Penalty: 3988.108154
	Iteration 105Q: 3 clusters Score -2.183452e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172343 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -21834326.000000 Penalty: 3988.108154
	Iteration 106Q: 3 clusters Score -2.183433e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174495 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -21833982.000000 Penalty: 3988.108154
	Iteration 107Q: 3 clusters Score -2.183398e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176591 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -21833538.000000 Penalty: 3988.108154
	Iteration 108Q: 3 clusters Score -2.183354e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178599 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -21833212.000000 Penalty: 3988.108154
	Iteration 109Q: 3 clusters Score -2.183321e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180496 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -21832840.000000 Penalty: 3988.108154
	Iteration 110Q: 3 clusters Score -2.183284e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182317 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -21832610.000000 Penalty: 3988.108154
	Iteration 111Q: 3 clusters Score -2.183261e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184012 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -21832364.000000 Penalty: 3988.108154
	Iteration 112Q: 3 clusters Score -2.183236e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185634 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -21832104.000000 Penalty: 3988.108154
	Iteration 113Q: 3 clusters Score -2.18321e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187166 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -21831686.000000 Penalty: 3988.108154
	Iteration 114Q: 3 clusters Score -2.183169e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188608 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -21831390.000000 Penalty: 3988.108154
	Iteration 115Q: 3 clusters Score -2.183139e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190070 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -21831218.000000 Penalty: 3988.108154
	Iteration 116Q: 3 clusters Score -2.183122e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191440 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -21830986.000000 Penalty: 3988.108154
	Iteration 117Q: 3 clusters Score -2.183099e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192701 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -21830886.000000 Penalty: 3988.108154
	Iteration 118Q: 3 clusters Score -2.183089e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193924 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -21830804.000000 Penalty: 3988.108154
	Iteration 119Q: 3 clusters Score -2.18308e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195070 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -21830726.000000 Penalty: 3988.108154
	Iteration 120F: 3 clusters Score -2.183073e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196210 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -21830510.000000 Penalty: 3988.108154
	Iteration 121Q: 3 clusters Score -2.183051e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197344 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -21830442.000000 Penalty: 3988.108154
	Iteration 122Q: 3 clusters Score -2.183044e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198492 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -21830246.000000 Penalty: 3988.108154
	Iteration 123Q: 3 clusters Score -2.183025e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199606 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -21830118.000000 Penalty: 3988.108154
	Iteration 124Q: 3 clusters Score -2.183012e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200675 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -21830096.000000 Penalty: 3988.108154
	Iteration 125Q: 3 clusters Score -2.18301e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201729 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -21830026.000000 Penalty: 3988.108154
	Iteration 126Q: 3 clusters Score -2.183003e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202718 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -21829956.000000 Penalty: 3988.108154
	Iteration 127Q: 3 clusters Score -2.182996e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203658 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -21829964.000000 Penalty: 3988.108154
	Iteration 128Q: 3 clusters Score -2.182996e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204492 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -21829938.000000 Penalty: 3988.108154
	Iteration 129Q: 3 clusters Score -2.182994e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205242 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -21829958.000000 Penalty: 3988.108154
	Iteration 130Q: 3 clusters Score -2.182996e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205881 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -21829966.000000 Penalty: 3988.108154
	Iteration 131Q: 3 clusters Score -2.182997e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206453 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -21829966.000000 Penalty: 3988.108154
	Iteration 132Q: 3 clusters Score -2.182997e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206972 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -21829938.000000 Penalty: 3988.108154
	Iteration 133Q: 3 clusters Score -2.182994e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207452 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -21829898.000000 Penalty: 3988.108154
	Iteration 134Q: 3 clusters Score -2.18299e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207878 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -21829942.000000 Penalty: 3988.108154
	Iteration 135Q: 3 clusters Score -2.182994e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208245 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -21829892.000000 Penalty: 3988.108154
	Iteration 136Q: 3 clusters Score -2.182989e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208584 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -21829936.000000 Penalty: 3988.108154
	Iteration 137Q: 3 clusters Score -2.182994e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208883 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -21829960.000000 Penalty: 3988.108154
	Iteration 138Q: 3 clusters Score -2.182996e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209167 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -21829980.000000 Penalty: 3988.108154
	Iteration 139Q: 3 clusters Score -2.182998e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209425 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -21830030.000000 Penalty: 3988.108154
	Iteration 140F: 3 clusters Score -2.183003e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209680 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -21829990.000000 Penalty: 3988.108154
	Iteration 141Q: 3 clusters Score -2.182999e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209887 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -21829960.000000 Penalty: 3988.108154
	Iteration 142Q: 3 clusters Score -2.182996e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210090 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -21829942.000000 Penalty: 3988.108154
	Iteration 143Q: 3 clusters Score -2.182994e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210268 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -21829992.000000 Penalty: 3988.108154
	Iteration 144Q: 3 clusters Score -2.182999e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210431 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -21829982.000000 Penalty: 3988.108154
	Iteration 145Q: 3 clusters Score -2.182998e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210559 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -21829946.000000 Penalty: 3988.108154
	Iteration 146Q: 3 clusters Score -2.182995e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210660 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -21829954.000000 Penalty: 3988.108154
	Iteration 147Q: 3 clusters Score -2.182995e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210745 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -21829920.000000 Penalty: 3988.108154
	Iteration 148Q: 3 clusters Score -2.182992e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210822 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -21829942.000000 Penalty: 3988.108154
	Iteration 149Q: 3 clusters Score -2.182994e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210899 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -21829946.000000 Penalty: 3988.108154
	Iteration 150Q: 3 clusters Score -2.182995e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210970 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -21829922.000000 Penalty: 3988.108154
	Iteration 151Q: 3 clusters Score -2.182992e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211034 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -21829898.000000 Penalty: 3988.108154
	Iteration 152Q: 3 clusters Score -2.18299e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211093 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -21829886.000000 Penalty: 3988.108154
	Iteration 153Q: 3 clusters Score -2.182989e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211135 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -21829872.000000 Penalty: 3988.108154
	Iteration 154Q: 3 clusters Score -2.182987e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211169 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -21829870.000000 Penalty: 3988.108154
	Iteration 155Q: 3 clusters Score -2.182987e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211201 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -21829864.000000 Penalty: 3988.108154
	Iteration 156Q: 3 clusters Score -2.182986e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211232 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -21829868.000000 Penalty: 3988.108154
	Iteration 157Q: 3 clusters Score -2.182987e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211260 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -21829846.000000 Penalty: 3988.108154
	Iteration 158Q: 3 clusters Score -2.182985e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211285 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -21829844.000000 Penalty: 3988.108154
	Iteration 159Q: 3 clusters Score -2.182984e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211314 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -21829868.000000 Penalty: 3988.108154
	Iteration 160F: 3 clusters Score -2.182987e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211350 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -21829870.000000 Penalty: 3988.108154
	Iteration 161Q: 3 clusters Score -2.182987e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211369 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -21829858.000000 Penalty: 3988.108154
	Iteration 162Q: 3 clusters Score -2.182986e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211390 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -21829826.000000 Penalty: 3988.108154
	Iteration 163Q: 3 clusters Score -2.182983e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211408 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -21829838.000000 Penalty: 3988.108154
	Iteration 164Q: 3 clusters Score -2.182984e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211429 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -21829824.000000 Penalty: 3988.108154
	Iteration 165Q: 3 clusters Score -2.182982e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211450 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -21829824.000000 Penalty: 3988.108154
	Iteration 166Q: 3 clusters Score -2.182982e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211470 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -21829832.000000 Penalty: 3988.108154
	Iteration 167Q: 3 clusters Score -2.182983e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211487 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -21829842.000000 Penalty: 3988.108154
	Iteration 168Q: 3 clusters Score -2.182984e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211498 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -21829848.000000 Penalty: 3988.108154
	Iteration 169Q: 3 clusters Score -2.182985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211507 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -21829840.000000 Penalty: 3988.108154
	Iteration 170Q: 3 clusters Score -2.182984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211513 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -21829836.000000 Penalty: 3988.108154
	Iteration 171Q: 3 clusters Score -2.182984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211516 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -21829846.000000 Penalty: 3988.108154
	Iteration 172Q: 3 clusters Score -2.182985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211521 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -21829838.000000 Penalty: 3988.108154
	Iteration 173Q: 3 clusters Score -2.182984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211525 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -21829840.000000 Penalty: 3988.108154
	Iteration 174Q: 3 clusters Score -2.182984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211530 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -21829840.000000 Penalty: 3988.108154
	Iteration 175Q: 3 clusters Score -2.182984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211533 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -21829856.000000 Penalty: 3988.108154
	Iteration 176Q: 3 clusters Score -2.182986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211539 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -21829842.000000 Penalty: 3988.108154
	Iteration 177Q: 3 clusters Score -2.182984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211544 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -21829850.000000 Penalty: 3988.108154
	Iteration 178Q: 3 clusters Score -2.182985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211550 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -21829840.000000 Penalty: 3988.108154
	Iteration 179Q: 3 clusters Score -2.182984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211554 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -21829848.000000 Penalty: 3988.108154
	Iteration 180F: 3 clusters Score -2.182985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211559 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -21829846.000000 Penalty: 3988.108154
	Iteration 181Q: 3 clusters Score -2.182985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211568 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -21829840.000000 Penalty: 3988.108154
	Iteration 182Q: 3 clusters Score -2.182984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211573 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -21829848.000000 Penalty: 3988.108154
	Iteration 183Q: 3 clusters Score -2.182985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211576 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -21829844.000000 Penalty: 3988.108154
	Iteration 184Q: 3 clusters Score -2.182984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211578 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -21829846.000000 Penalty: 3988.108154
	Iteration 185Q: 3 clusters Score -2.182985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211581 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -21829846.000000 Penalty: 3988.108154
	Iteration 186Q: 3 clusters Score -2.182985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211583 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -21829852.000000 Penalty: 3988.108154
	Iteration 187Q: 3 clusters Score -2.182985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211585 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -21829850.000000 Penalty: 3988.108154
	Iteration 188Q: 3 clusters Score -2.182985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211589 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -21829852.000000 Penalty: 3988.108154
	Iteration 189Q: 3 clusters Score -2.182985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211588 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -21829850.000000 Penalty: 3988.108154
	Iteration 190Q: 3 clusters Score -2.182985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211586 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -21829850.000000 Penalty: 3988.108154
	Iteration 191Q: 3 clusters Score -2.182985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211586 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -21829852.000000 Penalty: 3988.108154
	Iteration 192Q: 3 clusters Score -2.182985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211587 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -21829846.000000 Penalty: 3988.108154
	Iteration 193Q: 3 clusters Score -2.182985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211588 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -21829846.000000 Penalty: 3988.108154
	Iteration 194Q: 3 clusters Score -2.182985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211591 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -21829856.000000 Penalty: 3988.108154
	Iteration 195Q: 3 clusters Score -2.182986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211594 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -21829852.000000 Penalty: 3988.108154
	Iteration 196Q: 3 clusters Score -2.182985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211597 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -21829840.000000 Penalty: 3988.108154
	Iteration 197Q: 3 clusters Score -2.182984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211601 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -21829834.000000 Penalty: 3988.108154
	Iteration 198Q: 3 clusters Score -2.182983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211603 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -21829826.000000 Penalty: 3988.108154
	Iteration 199Q: 3 clusters Score -2.182983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211605 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -21829826.000000 Penalty: 3988.108154
	Iteration 200F: 3 clusters Score -2.182983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (230042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230042 members 
Entering Unmasked Estep 
Score: -23496496.000000 Penalty: 2006.227783
	Iteration 0F: 2 clusters Score -2.34965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114949 members 
Mstep: Class 2 contains 115093 members 
Entering Unmasked Estep 
Score: -23386180.000000 Penalty: 4012.455566
	Iteration 0F: 3 clusters Score -2.338618e+07 nChanged 112015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115756 members 
Mstep: Class 2 contains 114286 members 
Entering Unmasked Estep 
Score: -23453294.000000 Penalty: 4012.455566
	Iteration 1F: 3 clusters Score -2.345329e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117438 members 
Mstep: Class 2 contains 112604 members 
Entering Unmasked Estep 
Score: -23456234.000000 Penalty: 4012.455566
	Iteration 2Q: 3 clusters Score -2.345623e+07 nChanged 11053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120359 members 
Mstep: Class 2 contains 109683 members 
Entering Unmasked Estep 
Score: -23461222.000000 Penalty: 4012.455566
	Iteration 3Q: 3 clusters Score -2.346122e+07 nChanged 13930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124999 members 
Mstep: Class 2 contains 105043 members 
Entering Unmasked Estep 
Score: -23469178.000000 Penalty: 4012.455566
	Iteration 4F: 3 clusters Score -2.346918e+07 nChanged 16152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131087 members 
Mstep: Class 2 contains 98955 members 
Entering Unmasked Estep 
Score: -23479984.000000 Penalty: 4012.455566
	Iteration 5F: 3 clusters Score -2.347998e+07 nChanged 16654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137771 members 
Mstep: Class 2 contains 92271 members 
Entering Unmasked Estep 
Score: -23492194.000000 Penalty: 4012.455566
	Iteration 6F: 3 clusters Score -2.349219e+07 nChanged 15036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143707 members 
Mstep: Class 2 contains 86335 members 
Entering Unmasked Estep 
Score: -23502592.000000 Penalty: 4012.455566
	Iteration 7F: 3 clusters Score -2.350259e+07 nChanged 11572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148321 members 
Mstep: Class 2 contains 81721 members 
Entering Unmasked Estep 
Score: -23508564.000000 Penalty: 4012.455566
	Iteration 8F: 3 clusters Score -2.350856e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153338 members 
Mstep: Class 2 contains 76704 members 
Entering Unmasked Estep 
Score: -23510686.000000 Penalty: 4012.455566
	Iteration 9Q: 3 clusters Score -2.351069e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158957 members 
Mstep: Class 2 contains 71085 members 
Entering Unmasked Estep 
Score: -23510756.000000 Penalty: 4012.455566
	Iteration 10Q: 3 clusters Score -2.351076e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165219 members 
Mstep: Class 2 contains 64823 members 
Entering Unmasked Estep 
Score: -23510064.000000 Penalty: 4012.455566
	Iteration 11Q: 3 clusters Score -2.351006e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172275 members 
Mstep: Class 2 contains 57767 members 
Entering Unmasked Estep 
Score: -23508486.000000 Penalty: 4012.455566
	Iteration 12Q: 3 clusters Score -2.350849e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179616 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -23505880.000000 Penalty: 4012.455566
	Iteration 13Q: 3 clusters Score -2.350588e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186861 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -23503130.000000 Penalty: 4012.455566
	Iteration 14Q: 3 clusters Score -2.350313e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193430 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -23500726.000000 Penalty: 4012.455566
	Iteration 15Q: 3 clusters Score -2.350073e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198999 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -23498570.000000 Penalty: 4012.455566
	Iteration 16Q: 3 clusters Score -2.349857e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203656 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -23497198.000000 Penalty: 4012.455566
	Iteration 17Q: 3 clusters Score -2.34972e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207421 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -23495842.000000 Penalty: 4012.455566
	Iteration 18Q: 3 clusters Score -2.349584e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210407 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -23494946.000000 Penalty: 4012.455566
	Iteration 19Q: 3 clusters Score -2.349495e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212937 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -23495424.000000 Penalty: 4012.455566
	Iteration 20F: 3 clusters Score -2.349542e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215924 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -23495612.000000 Penalty: 4012.455566
	Iteration 21Q: 3 clusters Score -2.349561e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218278 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -23495308.000000 Penalty: 4012.455566
	Iteration 22Q: 3 clusters Score -2.349531e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220208 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -23495258.000000 Penalty: 4012.455566
	Iteration 23Q: 3 clusters Score -2.349526e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221787 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -23495208.000000 Penalty: 4012.455566
	Iteration 24Q: 3 clusters Score -2.349521e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223111 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -23495338.000000 Penalty: 4012.455566
	Iteration 25Q: 3 clusters Score -2.349534e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224179 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -23495444.000000 Penalty: 4012.455566
	Iteration 26Q: 3 clusters Score -2.349544e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225056 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -23495436.000000 Penalty: 4012.455566
	Iteration 27Q: 3 clusters Score -2.349544e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225789 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -23495354.000000 Penalty: 4012.455566
	Iteration 28Q: 3 clusters Score -2.349535e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226341 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -23495276.000000 Penalty: 4012.455566
	Iteration 29Q: 3 clusters Score -2.349528e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226815 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -23495348.000000 Penalty: 4012.455566
	Iteration 30Q: 3 clusters Score -2.349535e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227190 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -23495356.000000 Penalty: 4012.455566
	Iteration 31Q: 3 clusters Score -2.349536e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227503 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -23495312.000000 Penalty: 4012.455566
	Iteration 32Q: 3 clusters Score -2.349531e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227720 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -23495322.000000 Penalty: 4012.455566
	Iteration 33Q: 3 clusters Score -2.349532e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227922 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -23495258.000000 Penalty: 4012.455566
	Iteration 34Q: 3 clusters Score -2.349526e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228083 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -23495304.000000 Penalty: 4012.455566
	Iteration 35Q: 3 clusters Score -2.34953e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228207 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -23495332.000000 Penalty: 4012.455566
	Iteration 36Q: 3 clusters Score -2.349533e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228314 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -23495348.000000 Penalty: 4012.455566
	Iteration 37Q: 3 clusters Score -2.349535e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228419 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -23495340.000000 Penalty: 4012.455566
	Iteration 38Q: 3 clusters Score -2.349534e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228497 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -23495372.000000 Penalty: 4012.455566
	Iteration 39Q: 3 clusters Score -2.349537e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228570 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -23495370.000000 Penalty: 4012.455566
	Iteration 40F: 3 clusters Score -2.349537e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228644 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -23495380.000000 Penalty: 4012.455566
	Iteration 41Q: 3 clusters Score -2.349538e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228695 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -23495402.000000 Penalty: 4012.455566
	Iteration 42Q: 3 clusters Score -2.34954e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228750 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -23495402.000000 Penalty: 4012.455566
	Iteration 43Q: 3 clusters Score -2.34954e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228795 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -23495388.000000 Penalty: 4012.455566
	Iteration 44Q: 3 clusters Score -2.349539e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228807 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -23495404.000000 Penalty: 4012.455566
	Iteration 45Q: 3 clusters Score -2.34954e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228817 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -23495422.000000 Penalty: 4012.455566
	Iteration 46Q: 3 clusters Score -2.349542e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228836 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -23495452.000000 Penalty: 4012.455566
	Iteration 47Q: 3 clusters Score -2.349545e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228848 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -23495460.000000 Penalty: 4012.455566
	Iteration 48Q: 3 clusters Score -2.349546e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228850 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -23495458.000000 Penalty: 4012.455566
	Iteration 49Q: 3 clusters Score -2.349546e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228861 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -23495456.000000 Penalty: 4012.455566
	Iteration 50Q: 3 clusters Score -2.349546e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228868 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -23495494.000000 Penalty: 4012.455566
	Iteration 51Q: 3 clusters Score -2.349549e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228878 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -23495512.000000 Penalty: 4012.455566
	Iteration 52Q: 3 clusters Score -2.349551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228886 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -23495502.000000 Penalty: 4012.455566
	Iteration 53Q: 3 clusters Score -2.34955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228894 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -23495504.000000 Penalty: 4012.455566
	Iteration 54Q: 3 clusters Score -2.34955e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228904 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -23495510.000000 Penalty: 4012.455566
	Iteration 55Q: 3 clusters Score -2.349551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228908 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -23495506.000000 Penalty: 4012.455566
	Iteration 56Q: 3 clusters Score -2.349551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228907 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -23495526.000000 Penalty: 4012.455566
	Iteration 57Q: 3 clusters Score -2.349553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228906 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -23495518.000000 Penalty: 4012.455566
	Iteration 58Q: 3 clusters Score -2.349552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228906 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -23495522.000000 Penalty: 4012.455566
	Iteration 59Q: 3 clusters Score -2.349552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228909 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -23495522.000000 Penalty: 4012.455566
	Iteration 60F: 3 clusters Score -2.349552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228906 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -23495518.000000 Penalty: 4012.455566
	Iteration 61Q: 3 clusters Score -2.349552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228902 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -23495526.000000 Penalty: 4012.455566
	Iteration 62Q: 3 clusters Score -2.349553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228898 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -23495540.000000 Penalty: 4012.455566
	Iteration 63Q: 3 clusters Score -2.349554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228895 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -23495562.000000 Penalty: 4012.455566
	Iteration 64Q: 3 clusters Score -2.349556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228894 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -23495562.000000 Penalty: 4012.455566
	Iteration 65Q: 3 clusters Score -2.349556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228886 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -23495576.000000 Penalty: 4012.455566
	Iteration 66Q: 3 clusters Score -2.349558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228885 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -23495580.000000 Penalty: 4012.455566
	Iteration 67Q: 3 clusters Score -2.349558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228886 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -23495576.000000 Penalty: 4012.455566
	Iteration 68Q: 3 clusters Score -2.349558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228881 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -23495572.000000 Penalty: 4012.455566
	Iteration 69Q: 3 clusters Score -2.349557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228880 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -23495566.000000 Penalty: 4012.455566
	Iteration 70Q: 3 clusters Score -2.349557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228880 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -23495586.000000 Penalty: 4012.455566
	Iteration 71Q: 3 clusters Score -2.349559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228880 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -23495588.000000 Penalty: 4012.455566
	Iteration 72Q: 3 clusters Score -2.349559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228878 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -23495590.000000 Penalty: 4012.455566
	Iteration 73Q: 3 clusters Score -2.349559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228877 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -23495584.000000 Penalty: 4012.455566
	Iteration 74Q: 3 clusters Score -2.349558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228874 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -23495598.000000 Penalty: 4012.455566
	Iteration 75Q: 3 clusters Score -2.34956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228873 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -23495604.000000 Penalty: 4012.455566
	Iteration 76Q: 3 clusters Score -2.34956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228872 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -23495620.000000 Penalty: 4012.455566
	Iteration 77Q: 3 clusters Score -2.349562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228873 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -23495612.000000 Penalty: 4012.455566
	Iteration 78Q: 3 clusters Score -2.349561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228875 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -23495612.000000 Penalty: 4012.455566
	Iteration 79Q: 3 clusters Score -2.349561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228875 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -23495612.000000 Penalty: 4012.455566
	Iteration 80F: 3 clusters Score -2.349561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Entering Unmasked Estep 
Score: -689322.125000 Penalty: 1432.159546
	Iteration 0F: 2 clusters Score -689322.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -684218.250000 Penalty: 2864.319092
	Iteration 0F: 3 clusters Score -684218.2 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -685820.062500 Penalty: 2864.319092
	Iteration 1F: 3 clusters Score -685820.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -686063.062500 Penalty: 2864.319092
	Iteration 2F: 3 clusters Score -686063.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -686283.375000 Penalty: 2864.319092
	Iteration 3F: 3 clusters Score -686283.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -686496.250000 Penalty: 2864.319092
	Iteration 4F: 3 clusters Score -686496.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -686691.937500 Penalty: 2864.319092
	Iteration 5Q: 3 clusters Score -686691.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -686914.500000 Penalty: 2864.319092
	Iteration 6Q: 3 clusters Score -686914.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -687139.437500 Penalty: 2864.319092
	Iteration 7Q: 3 clusters Score -687139.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -687375.875000 Penalty: 2864.319092
	Iteration 8Q: 3 clusters Score -687375.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -687584.187500 Penalty: 2864.319092
	Iteration 9Q: 3 clusters Score -687584.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -687718.625000 Penalty: 2864.319092
	Iteration 10Q: 3 clusters Score -687718.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -687786.250000 Penalty: 2864.319092
	Iteration 11Q: 3 clusters Score -687786.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -687817.562500 Penalty: 2864.319092
	Iteration 12Q: 3 clusters Score -687817.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -687839.312500 Penalty: 2864.319092
	Iteration 13Q: 3 clusters Score -687839.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -687848.625000 Penalty: 2864.319092
	Iteration 14Q: 3 clusters Score -687848.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -687857.625000 Penalty: 2864.319092
	Iteration 15Q: 3 clusters Score -687857.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -687861.312500 Penalty: 2864.319092
	Iteration 16Q: 3 clusters Score -687861.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -687868.875000 Penalty: 2864.319092
	Iteration 17Q: 3 clusters Score -687868.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -687871.562500 Penalty: 2864.319092
	Iteration 18Q: 3 clusters Score -687871.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -687881.062500 Penalty: 2864.319092
	Iteration 19Q: 3 clusters Score -687881.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -687883.500000 Penalty: 2864.319092
	Iteration 20F: 3 clusters Score -687883.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -687887.937500 Penalty: 2864.319092
	Iteration 21Q: 3 clusters Score -687887.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -687890.375000 Penalty: 2864.319092
	Iteration 22Q: 3 clusters Score -687890.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -687888.250000 Penalty: 2864.319092
	Iteration 23Q: 3 clusters Score -687888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -687890.062500 Penalty: 2864.319092
	Iteration 24Q: 3 clusters Score -687890.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -687889.812500 Penalty: 2864.319092
	Iteration 25Q: 3 clusters Score -687889.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -687889.812500 Penalty: 2864.319092
	Iteration 26F: 3 clusters Score -687889.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Entering Unmasked Estep 
Score: -1086699.000000 Penalty: 1505.303589
	Iteration 0F: 2 clusters Score -1086699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1079257.000000 Penalty: 3010.607178
	Iteration 0F: 3 clusters Score -1079257 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1081628.000000 Penalty: 3010.607178
	Iteration 1F: 3 clusters Score -1081628 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1081895.375000 Penalty: 3010.607178
	Iteration 2F: 3 clusters Score -1081895 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1082095.250000 Penalty: 3010.607178
	Iteration 3F: 3 clusters Score -1082095 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1082252.750000 Penalty: 3010.607178
	Iteration 4Q: 3 clusters Score -1082253 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1082378.375000 Penalty: 3010.607178
	Iteration 5Q: 3 clusters Score -1082378 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1082513.250000 Penalty: 3010.607178
	Iteration 6Q: 3 clusters Score -1082513 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1082684.000000 Penalty: 3010.607178
	Iteration 7Q: 3 clusters Score -1082684 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1082914.125000 Penalty: 3010.607178
	Iteration 8Q: 3 clusters Score -1082914 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1083238.375000 Penalty: 3010.607178
	Iteration 9Q: 3 clusters Score -1083238 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1083615.375000 Penalty: 3010.607178
	Iteration 10Q: 3 clusters Score -1083615 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1084007.625000 Penalty: 3010.607178
	Iteration 11Q: 3 clusters Score -1084008 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1084343.250000 Penalty: 3010.607178
	Iteration 12Q: 3 clusters Score -1084343 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1084603.375000 Penalty: 3010.607178
	Iteration 13Q: 3 clusters Score -1084603 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1084764.500000 Penalty: 3010.607178
	Iteration 14Q: 3 clusters Score -1084764 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1084889.875000 Penalty: 3010.607178
	Iteration 15Q: 3 clusters Score -1084890 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1084983.750000 Penalty: 3010.607178
	Iteration 16Q: 3 clusters Score -1084984 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1085060.125000 Penalty: 3010.607178
	Iteration 17Q: 3 clusters Score -1085060 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1085109.250000 Penalty: 3010.607178
	Iteration 18Q: 3 clusters Score -1085109 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1085151.750000 Penalty: 3010.607178
	Iteration 19Q: 3 clusters Score -1085152 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1085184.500000 Penalty: 3010.607178
	Iteration 20F: 3 clusters Score -1085184 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1085217.375000 Penalty: 3010.607178
	Iteration 21Q: 3 clusters Score -1085217 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1085250.875000 Penalty: 3010.607178
	Iteration 22Q: 3 clusters Score -1085251 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1085284.250000 Penalty: 3010.607178
	Iteration 23Q: 3 clusters Score -1085284 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1085316.000000 Penalty: 3010.607178
	Iteration 24Q: 3 clusters Score -1085316 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1085344.500000 Penalty: 3010.607178
	Iteration 25Q: 3 clusters Score -1085344 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1085378.000000 Penalty: 3010.607178
	Iteration 26Q: 3 clusters Score -1085378 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1085403.750000 Penalty: 3010.607178
	Iteration 27Q: 3 clusters Score -1085404 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1085422.875000 Penalty: 3010.607178
	Iteration 28Q: 3 clusters Score -1085423 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1085437.125000 Penalty: 3010.607178
	Iteration 29Q: 3 clusters Score -1085437 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1085448.125000 Penalty: 3010.607178
	Iteration 30Q: 3 clusters Score -1085448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1085455.500000 Penalty: 3010.607178
	Iteration 31Q: 3 clusters Score -1085456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1085459.625000 Penalty: 3010.607178
	Iteration 32Q: 3 clusters Score -1085460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1085469.625000 Penalty: 3010.607178
	Iteration 33Q: 3 clusters Score -1085470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1085477.375000 Penalty: 3010.607178
	Iteration 34Q: 3 clusters Score -1085477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1085485.875000 Penalty: 3010.607178
	Iteration 35Q: 3 clusters Score -1085486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1085492.500000 Penalty: 3010.607178
	Iteration 36Q: 3 clusters Score -1085492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1085497.750000 Penalty: 3010.607178
	Iteration 37Q: 3 clusters Score -1085498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1085503.250000 Penalty: 3010.607178
	Iteration 38Q: 3 clusters Score -1085503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1085509.375000 Penalty: 3010.607178
	Iteration 39Q: 3 clusters Score -1085509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1085516.875000 Penalty: 3010.607178
	Iteration 40F: 3 clusters Score -1085517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1085518.500000 Penalty: 3010.607178
	Iteration 41Q: 3 clusters Score -1085518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1085523.125000 Penalty: 3010.607178
	Iteration 42Q: 3 clusters Score -1085523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1085525.500000 Penalty: 3010.607178
	Iteration 43Q: 3 clusters Score -1085526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1085530.875000 Penalty: 3010.607178
	Iteration 44Q: 3 clusters Score -1085531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1085532.750000 Penalty: 3010.607178
	Iteration 45Q: 3 clusters Score -1085533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1085537.750000 Penalty: 3010.607178
	Iteration 46Q: 3 clusters Score -1085538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1085539.500000 Penalty: 3010.607178
	Iteration 47Q: 3 clusters Score -1085540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1085543.000000 Penalty: 3010.607178
	Iteration 48Q: 3 clusters Score -1085543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1085541.875000 Penalty: 3010.607178
	Iteration 49Q: 3 clusters Score -1085542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1085543.000000 Penalty: 3010.607178
	Iteration 50Q: 3 clusters Score -1085543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1085547.250000 Penalty: 3010.607178
	Iteration 51Q: 3 clusters Score -1085547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1085549.500000 Penalty: 3010.607178
	Iteration 52Q: 3 clusters Score -1085550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1085549.250000 Penalty: 3010.607178
	Iteration 53Q: 3 clusters Score -1085549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1085551.625000 Penalty: 3010.607178
	Iteration 54Q: 3 clusters Score -1085552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1085554.000000 Penalty: 3010.607178
	Iteration 55Q: 3 clusters Score -1085554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1085555.000000 Penalty: 3010.607178
	Iteration 56Q: 3 clusters Score -1085555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1085556.000000 Penalty: 3010.607178
	Iteration 57Q: 3 clusters Score -1085556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1085556.000000 Penalty: 3010.607178
	Iteration 58F: 3 clusters Score -1085556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Entering Unmasked Estep 
Score: -674356.000000 Penalty: 1421.393066
	Iteration 0F: 2 clusters Score -674356 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 3073 members 
Entering Unmasked Estep 
Score: -669547.375000 Penalty: 2842.786133
	Iteration 0F: 3 clusters Score -669547.4 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -670941.812500 Penalty: 2842.786133
	Iteration 1F: 3 clusters Score -670941.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -671117.375000 Penalty: 2842.786133
	Iteration 2F: 3 clusters Score -671117.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -671248.062500 Penalty: 2842.786133
	Iteration 3Q: 3 clusters Score -671248.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -671380.937500 Penalty: 2842.786133
	Iteration 4Q: 3 clusters Score -671380.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -671511.937500 Penalty: 2842.786133
	Iteration 5Q: 3 clusters Score -671511.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -671646.500000 Penalty: 2842.786133
	Iteration 6Q: 3 clusters Score -671646.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -671801.625000 Penalty: 2842.786133
	Iteration 7Q: 3 clusters Score -671801.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -671972.062500 Penalty: 2842.786133
	Iteration 8Q: 3 clusters Score -671972.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -672148.500000 Penalty: 2842.786133
	Iteration 9Q: 3 clusters Score -672148.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -672331.125000 Penalty: 2842.786133
	Iteration 10Q: 3 clusters Score -672331.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -672491.750000 Penalty: 2842.786133
	Iteration 11Q: 3 clusters Score -672491.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -672637.125000 Penalty: 2842.786133
	Iteration 12Q: 3 clusters Score -672637.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -672756.000000 Penalty: 2842.786133
	Iteration 13Q: 3 clusters Score -672756 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -672848.500000 Penalty: 2842.786133
	Iteration 14Q: 3 clusters Score -672848.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -672936.562500 Penalty: 2842.786133
	Iteration 15Q: 3 clusters Score -672936.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -672999.250000 Penalty: 2842.786133
	Iteration 16Q: 3 clusters Score -672999.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -673037.375000 Penalty: 2842.786133
	Iteration 17Q: 3 clusters Score -673037.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -673068.625000 Penalty: 2842.786133
	Iteration 18Q: 3 clusters Score -673068.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -673091.375000 Penalty: 2842.786133
	Iteration 19Q: 3 clusters Score -673091.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -673102.500000 Penalty: 2842.786133
	Iteration 20F: 3 clusters Score -673102.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -673106.625000 Penalty: 2842.786133
	Iteration 21Q: 3 clusters Score -673106.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -673111.562500 Penalty: 2842.786133
	Iteration 22Q: 3 clusters Score -673111.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -673115.562500 Penalty: 2842.786133
	Iteration 23Q: 3 clusters Score -673115.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -673118.187500 Penalty: 2842.786133
	Iteration 24Q: 3 clusters Score -673118.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -673120.812500 Penalty: 2842.786133
	Iteration 25Q: 3 clusters Score -673120.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -673122.375000 Penalty: 2842.786133
	Iteration 26Q: 3 clusters Score -673122.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -673126.062500 Penalty: 2842.786133
	Iteration 27Q: 3 clusters Score -673126.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -673126.062500 Penalty: 2842.786133
	Iteration 28F: 3 clusters Score -673126.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (159891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159891 members 
Entering Unmasked Estep 
Score: -16216924.000000 Penalty: 1947.115234
	Iteration 0F: 2 clusters Score -1.621692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79805 members 
Mstep: Class 2 contains 80086 members 
Entering Unmasked Estep 
Score: -16111096.000000 Penalty: 3894.230469
	Iteration 0F: 3 clusters Score -1.61111e+07 nChanged 77142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79333 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
Score: -16157308.000000 Penalty: 3894.230469
	Iteration 1F: 3 clusters Score -1.615731e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78897 members 
Mstep: Class 2 contains 80994 members 
Entering Unmasked Estep 
Score: -16158832.000000 Penalty: 3894.230469
	Iteration 2Q: 3 clusters Score -1.615883e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78105 members 
Mstep: Class 2 contains 81786 members 
Entering Unmasked Estep 
Score: -16161113.000000 Penalty: 3894.230469
	Iteration 3Q: 3 clusters Score -1.616111e+07 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76912 members 
Mstep: Class 2 contains 82979 members 
Entering Unmasked Estep 
Score: -16164362.000000 Penalty: 3894.230469
	Iteration 4Q: 3 clusters Score -1.616436e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75253 members 
Mstep: Class 2 contains 84638 members 
Entering Unmasked Estep 
Score: -16169267.000000 Penalty: 3894.230469
	Iteration 5F: 3 clusters Score -1.616927e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73068 members 
Mstep: Class 2 contains 86823 members 
Entering Unmasked Estep 
Score: -16176149.000000 Penalty: 3894.230469
	Iteration 6F: 3 clusters Score -1.617615e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70739 members 
Mstep: Class 2 contains 89152 members 
Entering Unmasked Estep 
Score: -16184152.000000 Penalty: 3894.230469
	Iteration 7F: 3 clusters Score -1.618415e+07 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68996 members 
Mstep: Class 2 contains 90895 members 
Entering Unmasked Estep 
Score: -16190412.000000 Penalty: 3894.230469
	Iteration 8F: 3 clusters Score -1.619041e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 91815 members 
Entering Unmasked Estep 
Score: -16193571.000000 Penalty: 3894.230469
	Iteration 9Q: 3 clusters Score -1.619357e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67630 members 
Mstep: Class 2 contains 92261 members 
Entering Unmasked Estep 
Score: -16194763.000000 Penalty: 3894.230469
	Iteration 10Q: 3 clusters Score -1.619476e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67446 members 
Mstep: Class 2 contains 92445 members 
Entering Unmasked Estep 
Score: -16195466.000000 Penalty: 3894.230469
	Iteration 11Q: 3 clusters Score -1.619547e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67458 members 
Mstep: Class 2 contains 92433 members 
Entering Unmasked Estep 
Score: -16196161.000000 Penalty: 3894.230469
	Iteration 12Q: 3 clusters Score -1.619616e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67534 members 
Mstep: Class 2 contains 92357 members 
Entering Unmasked Estep 
Score: -16196764.000000 Penalty: 3894.230469
	Iteration 13Q: 3 clusters Score -1.619676e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67719 members 
Mstep: Class 2 contains 92172 members 
Entering Unmasked Estep 
Score: -16197212.000000 Penalty: 3894.230469
	Iteration 14Q: 3 clusters Score -1.619721e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67974 members 
Mstep: Class 2 contains 91917 members 
Entering Unmasked Estep 
Score: -16197524.000000 Penalty: 3894.230469
	Iteration 15Q: 3 clusters Score -1.619752e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 91578 members 
Entering Unmasked Estep 
Score: -16197880.000000 Penalty: 3894.230469
	Iteration 16Q: 3 clusters Score -1.619788e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68756 members 
Mstep: Class 2 contains 91135 members 
Entering Unmasked Estep 
Score: -16198245.000000 Penalty: 3894.230469
	Iteration 17Q: 3 clusters Score -1.619824e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69279 members 
Mstep: Class 2 contains 90612 members 
Entering Unmasked Estep 
Score: -16198548.000000 Penalty: 3894.230469
	Iteration 18Q: 3 clusters Score -1.619855e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69922 members 
Mstep: Class 2 contains 89969 members 
Entering Unmasked Estep 
Score: -16198833.000000 Penalty: 3894.230469
	Iteration 19Q: 3 clusters Score -1.619883e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70675 members 
Mstep: Class 2 contains 89216 members 
Entering Unmasked Estep 
Score: -16199106.000000 Penalty: 3894.230469
	Iteration 20F: 3 clusters Score -1.619911e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 88435 members 
Entering Unmasked Estep 
Score: -16199251.000000 Penalty: 3894.230469
	Iteration 21Q: 3 clusters Score -1.619925e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72204 members 
Mstep: Class 2 contains 87687 members 
Entering Unmasked Estep 
Score: -16199299.000000 Penalty: 3894.230469
	Iteration 22Q: 3 clusters Score -1.61993e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 87007 members 
Entering Unmasked Estep 
Score: -16199377.000000 Penalty: 3894.230469
	Iteration 23Q: 3 clusters Score -1.619938e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73539 members 
Mstep: Class 2 contains 86352 members 
Entering Unmasked Estep 
Score: -16199522.000000 Penalty: 3894.230469
	Iteration 24Q: 3 clusters Score -1.619952e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74229 members 
Mstep: Class 2 contains 85662 members 
Entering Unmasked Estep 
Score: -16199592.000000 Penalty: 3894.230469
	Iteration 25Q: 3 clusters Score -1.619959e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74836 members 
Mstep: Class 2 contains 85055 members 
Entering Unmasked Estep 
Score: -16199629.000000 Penalty: 3894.230469
	Iteration 26Q: 3 clusters Score -1.619963e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75415 members 
Mstep: Class 2 contains 84476 members 
Entering Unmasked Estep 
Score: -16199625.000000 Penalty: 3894.230469
	Iteration 27Q: 3 clusters Score -1.619962e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75970 members 
Mstep: Class 2 contains 83921 members 
Entering Unmasked Estep 
Score: -16199744.000000 Penalty: 3894.230469
	Iteration 28Q: 3 clusters Score -1.619974e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76528 members 
Mstep: Class 2 contains 83363 members 
Entering Unmasked Estep 
Score: -16199762.000000 Penalty: 3894.230469
	Iteration 29Q: 3 clusters Score -1.619976e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77094 members 
Mstep: Class 2 contains 82797 members 
Entering Unmasked Estep 
Score: -16199836.000000 Penalty: 3894.230469
	Iteration 30Q: 3 clusters Score -1.619984e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 82249 members 
Entering Unmasked Estep 
Score: -16199871.000000 Penalty: 3894.230469
	Iteration 31Q: 3 clusters Score -1.619987e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78144 members 
Mstep: Class 2 contains 81747 members 
Entering Unmasked Estep 
Score: -16199833.000000 Penalty: 3894.230469
	Iteration 32Q: 3 clusters Score -1.619983e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78681 members 
Mstep: Class 2 contains 81210 members 
Entering Unmasked Estep 
Score: -16199855.000000 Penalty: 3894.230469
	Iteration 33Q: 3 clusters Score -1.619986e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79220 members 
Mstep: Class 2 contains 80671 members 
Entering Unmasked Estep 
Score: -16199932.000000 Penalty: 3894.230469
	Iteration 34Q: 3 clusters Score -1.619993e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79723 members 
Mstep: Class 2 contains 80168 members 
Entering Unmasked Estep 
Score: -16199969.000000 Penalty: 3894.230469
	Iteration 35Q: 3 clusters Score -1.619997e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80219 members 
Mstep: Class 2 contains 79672 members 
Entering Unmasked Estep 
Score: -16200005.000000 Penalty: 3894.230469
	Iteration 36Q: 3 clusters Score -1.62e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80704 members 
Mstep: Class 2 contains 79187 members 
Entering Unmasked Estep 
Score: -16199997.000000 Penalty: 3894.230469
	Iteration 37Q: 3 clusters Score -1.62e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81173 members 
Mstep: Class 2 contains 78718 members 
Entering Unmasked Estep 
Score: -16199990.000000 Penalty: 3894.230469
	Iteration 38Q: 3 clusters Score -1.619999e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 78225 members 
Entering Unmasked Estep 
Score: -16200039.000000 Penalty: 3894.230469
	Iteration 39Q: 3 clusters Score -1.620004e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82131 members 
Mstep: Class 2 contains 77760 members 
Entering Unmasked Estep 
Score: -16200075.000000 Penalty: 3894.230469
	Iteration 40F: 3 clusters Score -1.620008e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82568 members 
Mstep: Class 2 contains 77323 members 
Entering Unmasked Estep 
Score: -16200078.000000 Penalty: 3894.230469
	Iteration 41Q: 3 clusters Score -1.620008e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82986 members 
Mstep: Class 2 contains 76905 members 
Entering Unmasked Estep 
Score: -16200116.000000 Penalty: 3894.230469
	Iteration 42Q: 3 clusters Score -1.620012e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83373 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -16200119.000000 Penalty: 3894.230469
	Iteration 43Q: 3 clusters Score -1.620012e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83746 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -16200157.000000 Penalty: 3894.230469
	Iteration 44Q: 3 clusters Score -1.620016e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84074 members 
Mstep: Class 2 contains 75817 members 
Entering Unmasked Estep 
Score: -16200163.000000 Penalty: 3894.230469
	Iteration 45Q: 3 clusters Score -1.620016e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84406 members 
Mstep: Class 2 contains 75485 members 
Entering Unmasked Estep 
Score: -16200161.000000 Penalty: 3894.230469
	Iteration 46Q: 3 clusters Score -1.620016e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84732 members 
Mstep: Class 2 contains 75159 members 
Entering Unmasked Estep 
Score: -16200220.000000 Penalty: 3894.230469
	Iteration 47Q: 3 clusters Score -1.620022e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85029 members 
Mstep: Class 2 contains 74862 members 
Entering Unmasked Estep 
Score: -16200229.000000 Penalty: 3894.230469
	Iteration 48Q: 3 clusters Score -1.620023e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85337 members 
Mstep: Class 2 contains 74554 members 
Entering Unmasked Estep 
Score: -16200241.000000 Penalty: 3894.230469
	Iteration 49Q: 3 clusters Score -1.620024e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85642 members 
Mstep: Class 2 contains 74249 members 
Entering Unmasked Estep 
Score: -16200250.000000 Penalty: 3894.230469
	Iteration 50Q: 3 clusters Score -1.620025e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85939 members 
Mstep: Class 2 contains 73952 members 
Entering Unmasked Estep 
Score: -16200245.000000 Penalty: 3894.230469
	Iteration 51Q: 3 clusters Score -1.620024e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86212 members 
Mstep: Class 2 contains 73679 members 
Entering Unmasked Estep 
Score: -16200286.000000 Penalty: 3894.230469
	Iteration 52Q: 3 clusters Score -1.620029e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86472 members 
Mstep: Class 2 contains 73419 members 
Entering Unmasked Estep 
Score: -16200318.000000 Penalty: 3894.230469
	Iteration 53Q: 3 clusters Score -1.620032e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86722 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -16200308.000000 Penalty: 3894.230469
	Iteration 54Q: 3 clusters Score -1.620031e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86979 members 
Mstep: Class 2 contains 72912 members 
Entering Unmasked Estep 
Score: -16200352.000000 Penalty: 3894.230469
	Iteration 55Q: 3 clusters Score -1.620035e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87214 members 
Mstep: Class 2 contains 72677 members 
Entering Unmasked Estep 
Score: -16200377.000000 Penalty: 3894.230469
	Iteration 56Q: 3 clusters Score -1.620038e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87457 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -16200392.000000 Penalty: 3894.230469
	Iteration 57Q: 3 clusters Score -1.620039e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87702 members 
Mstep: Class 2 contains 72189 members 
Entering Unmasked Estep 
Score: -16200363.000000 Penalty: 3894.230469
	Iteration 58Q: 3 clusters Score -1.620036e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87945 members 
Mstep: Class 2 contains 71946 members 
Entering Unmasked Estep 
Score: -16200411.000000 Penalty: 3894.230469
	Iteration 59Q: 3 clusters Score -1.620041e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88152 members 
Mstep: Class 2 contains 71739 members 
Entering Unmasked Estep 
Score: -16200438.000000 Penalty: 3894.230469
	Iteration 60F: 3 clusters Score -1.620044e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88343 members 
Mstep: Class 2 contains 71548 members 
Entering Unmasked Estep 
Score: -16200471.000000 Penalty: 3894.230469
	Iteration 61Q: 3 clusters Score -1.620047e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88528 members 
Mstep: Class 2 contains 71363 members 
Entering Unmasked Estep 
Score: -16200515.000000 Penalty: 3894.230469
	Iteration 62Q: 3 clusters Score -1.620052e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88706 members 
Mstep: Class 2 contains 71185 members 
Entering Unmasked Estep 
Score: -16200502.000000 Penalty: 3894.230469
	Iteration 63Q: 3 clusters Score -1.62005e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88878 members 
Mstep: Class 2 contains 71013 members 
Entering Unmasked Estep 
Score: -16200512.000000 Penalty: 3894.230469
	Iteration 64Q: 3 clusters Score -1.620051e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89092 members 
Mstep: Class 2 contains 70799 members 
Entering Unmasked Estep 
Score: -16200503.000000 Penalty: 3894.230469
	Iteration 65Q: 3 clusters Score -1.62005e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 70591 members 
Entering Unmasked Estep 
Score: -16200536.000000 Penalty: 3894.230469
	Iteration 66Q: 3 clusters Score -1.620054e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89515 members 
Mstep: Class 2 contains 70376 members 
Entering Unmasked Estep 
Score: -16200537.000000 Penalty: 3894.230469
	Iteration 67Q: 3 clusters Score -1.620054e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89731 members 
Mstep: Class 2 contains 70160 members 
Entering Unmasked Estep 
Score: -16200512.000000 Penalty: 3894.230469
	Iteration 68Q: 3 clusters Score -1.620051e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89985 members 
Mstep: Class 2 contains 69906 members 
Entering Unmasked Estep 
Score: -16200590.000000 Penalty: 3894.230469
	Iteration 69Q: 3 clusters Score -1.620059e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90241 members 
Mstep: Class 2 contains 69650 members 
Entering Unmasked Estep 
Score: -16200566.000000 Penalty: 3894.230469
	Iteration 70Q: 3 clusters Score -1.620057e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90512 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -16200619.000000 Penalty: 3894.230469
	Iteration 71Q: 3 clusters Score -1.620062e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90772 members 
Mstep: Class 2 contains 69119 members 
Entering Unmasked Estep 
Score: -16200605.000000 Penalty: 3894.230469
	Iteration 72Q: 3 clusters Score -1.62006e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91042 members 
Mstep: Class 2 contains 68849 members 
Entering Unmasked Estep 
Score: -16200634.000000 Penalty: 3894.230469
	Iteration 73Q: 3 clusters Score -1.620063e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91326 members 
Mstep: Class 2 contains 68565 members 
Entering Unmasked Estep 
Score: -16200645.000000 Penalty: 3894.230469
	Iteration 74Q: 3 clusters Score -1.620064e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91620 members 
Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
Score: -16200697.000000 Penalty: 3894.230469
	Iteration 75Q: 3 clusters Score -1.62007e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91964 members 
Mstep: Class 2 contains 67927 members 
Entering Unmasked Estep 
Score: -16200667.000000 Penalty: 3894.230469
	Iteration 76Q: 3 clusters Score -1.620067e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92301 members 
Mstep: Class 2 contains 67590 members 
Entering Unmasked Estep 
Score: -16200690.000000 Penalty: 3894.230469
	Iteration 77Q: 3 clusters Score -1.620069e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92678 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -16200711.000000 Penalty: 3894.230469
	Iteration 78Q: 3 clusters Score -1.620071e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93055 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -16200733.000000 Penalty: 3894.230469
	Iteration 79Q: 3 clusters Score -1.620073e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93469 members 
Mstep: Class 2 contains 66422 members 
Entering Unmasked Estep 
Score: -16200761.000000 Penalty: 3894.230469
	Iteration 80F: 3 clusters Score -1.620076e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93887 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -16200834.000000 Penalty: 3894.230469
	Iteration 81Q: 3 clusters Score -1.620083e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 65576 members 
Entering Unmasked Estep 
Score: -16200906.000000 Penalty: 3894.230469
	Iteration 82Q: 3 clusters Score -1.620091e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94768 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -16201038.000000 Penalty: 3894.230469
	Iteration 83Q: 3 clusters Score -1.620104e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95257 members 
Mstep: Class 2 contains 64634 members 
Entering Unmasked Estep 
Score: -16201095.000000 Penalty: 3894.230469
	Iteration 84Q: 3 clusters Score -1.62011e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95756 members 
Mstep: Class 2 contains 64135 members 
Entering Unmasked Estep 
Score: -16201084.000000 Penalty: 3894.230469
	Iteration 85Q: 3 clusters Score -1.620108e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96273 members 
Mstep: Class 2 contains 63618 members 
Entering Unmasked Estep 
Score: -16201140.000000 Penalty: 3894.230469
	Iteration 86Q: 3 clusters Score -1.620114e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96793 members 
Mstep: Class 2 contains 63098 members 
Entering Unmasked Estep 
Score: -16201211.000000 Penalty: 3894.230469
	Iteration 87Q: 3 clusters Score -1.620121e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97343 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -16201301.000000 Penalty: 3894.230469
	Iteration 88Q: 3 clusters Score -1.62013e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97916 members 
Mstep: Class 2 contains 61975 members 
Entering Unmasked Estep 
Score: -16201308.000000 Penalty: 3894.230469
	Iteration 89Q: 3 clusters Score -1.620131e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98522 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
Score: -16201338.000000 Penalty: 3894.230469
	Iteration 90Q: 3 clusters Score -1.620134e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99177 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -16201405.000000 Penalty: 3894.230469
	Iteration 91Q: 3 clusters Score -1.62014e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99849 members 
Mstep: Class 2 contains 60042 members 
Entering Unmasked Estep 
Score: -16201398.000000 Penalty: 3894.230469
	Iteration 92Q: 3 clusters Score -1.62014e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100552 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -16201476.000000 Penalty: 3894.230469
	Iteration 93Q: 3 clusters Score -1.620148e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101258 members 
Mstep: Class 2 contains 58633 members 
Entering Unmasked Estep 
Score: -16201532.000000 Penalty: 3894.230469
	Iteration 94Q: 3 clusters Score -1.620153e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101994 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -16201633.000000 Penalty: 3894.230469
	Iteration 95Q: 3 clusters Score -1.620163e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102764 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -16201699.000000 Penalty: 3894.230469
	Iteration 96Q: 3 clusters Score -1.62017e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103570 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -16201761.000000 Penalty: 3894.230469
	Iteration 97Q: 3 clusters Score -1.620176e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104421 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -16201851.000000 Penalty: 3894.230469
	Iteration 98Q: 3 clusters Score -1.620185e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105314 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -16201951.000000 Penalty: 3894.230469
	Iteration 99Q: 3 clusters Score -1.620195e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106240 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -16202071.000000 Penalty: 3894.230469
	Iteration 100F: 3 clusters Score -1.620207e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107200 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -16202195.000000 Penalty: 3894.230469
	Iteration 101Q: 3 clusters Score -1.62022e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108241 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -16202289.000000 Penalty: 3894.230469
	Iteration 102Q: 3 clusters Score -1.620229e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109298 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -16202390.000000 Penalty: 3894.230469
	Iteration 103Q: 3 clusters Score -1.620239e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110451 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -16202596.000000 Penalty: 3894.230469
	Iteration 104Q: 3 clusters Score -1.62026e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111616 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -16202787.000000 Penalty: 3894.230469
	Iteration 105Q: 3 clusters Score -1.620279e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112859 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -16203024.000000 Penalty: 3894.230469
	Iteration 106Q: 3 clusters Score -1.620302e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114149 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -16203289.000000 Penalty: 3894.230469
	Iteration 107Q: 3 clusters Score -1.620329e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115461 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -16203508.000000 Penalty: 3894.230469
	Iteration 108Q: 3 clusters Score -1.620351e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116844 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -16203785.000000 Penalty: 3894.230469
	Iteration 109Q: 3 clusters Score -1.620378e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118233 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -16204040.000000 Penalty: 3894.230469
	Iteration 110Q: 3 clusters Score -1.620404e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119651 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -16204307.000000 Penalty: 3894.230469
	Iteration 111Q: 3 clusters Score -1.620431e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121088 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -16204558.000000 Penalty: 3894.230469
	Iteration 112Q: 3 clusters Score -1.620456e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122477 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -16204827.000000 Penalty: 3894.230469
	Iteration 113Q: 3 clusters Score -1.620483e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123973 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -16205111.000000 Penalty: 3894.230469
	Iteration 114Q: 3 clusters Score -1.620511e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125479 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -16205457.000000 Penalty: 3894.230469
	Iteration 115Q: 3 clusters Score -1.620546e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127000 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -16205750.000000 Penalty: 3894.230469
	Iteration 116Q: 3 clusters Score -1.620575e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128576 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -16206041.000000 Penalty: 3894.230469
	Iteration 117Q: 3 clusters Score -1.620604e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130118 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -16206414.000000 Penalty: 3894.230469
	Iteration 118Q: 3 clusters Score -1.620641e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131689 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -16206825.000000 Penalty: 3894.230469
	Iteration 119Q: 3 clusters Score -1.620682e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133273 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -16207255.000000 Penalty: 3894.230469
	Iteration 120F: 3 clusters Score -1.620726e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134866 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -16207648.000000 Penalty: 3894.230469
	Iteration 121Q: 3 clusters Score -1.620765e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136444 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -16208116.000000 Penalty: 3894.230469
	Iteration 122Q: 3 clusters Score -1.620812e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137982 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -16208530.000000 Penalty: 3894.230469
	Iteration 123Q: 3 clusters Score -1.620853e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139493 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -16208971.000000 Penalty: 3894.230469
	Iteration 124Q: 3 clusters Score -1.620897e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140970 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -16209401.000000 Penalty: 3894.230469
	Iteration 125Q: 3 clusters Score -1.62094e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142467 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -16209922.000000 Penalty: 3894.230469
	Iteration 126Q: 3 clusters Score -1.620992e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143998 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -16210421.000000 Penalty: 3894.230469
	Iteration 127Q: 3 clusters Score -1.621042e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145467 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -16210942.000000 Penalty: 3894.230469
	Iteration 128Q: 3 clusters Score -1.621094e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146821 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -16211313.000000 Penalty: 3894.230469
	Iteration 129Q: 3 clusters Score -1.621131e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148128 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -16211805.000000 Penalty: 3894.230469
	Iteration 130Q: 3 clusters Score -1.62118e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149343 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -16212162.000000 Penalty: 3894.230469
	Iteration 131Q: 3 clusters Score -1.621216e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150495 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -16212612.000000 Penalty: 3894.230469
	Iteration 132Q: 3 clusters Score -1.621261e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151555 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -16212948.000000 Penalty: 3894.230469
	Iteration 133Q: 3 clusters Score -1.621295e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152564 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -16213306.000000 Penalty: 3894.230469
	Iteration 134Q: 3 clusters Score -1.621331e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153515 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -16213722.000000 Penalty: 3894.230469
	Iteration 135Q: 3 clusters Score -1.621372e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154347 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -16214042.000000 Penalty: 3894.230469
	Iteration 136Q: 3 clusters Score -1.621404e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155071 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -16214271.000000 Penalty: 3894.230469
	Iteration 137Q: 3 clusters Score -1.621427e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155699 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -16214409.000000 Penalty: 3894.230469
	Iteration 138Q: 3 clusters Score -1.621441e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156235 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -16214567.000000 Penalty: 3894.230469
	Iteration 139Q: 3 clusters Score -1.621457e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156714 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -16214746.000000 Penalty: 3894.230469
	Iteration 140F: 3 clusters Score -1.621475e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157100 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -16214896.000000 Penalty: 3894.230469
	Iteration 141Q: 3 clusters Score -1.62149e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157395 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -16215024.000000 Penalty: 3894.230469
	Iteration 142Q: 3 clusters Score -1.621502e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157636 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -16215139.000000 Penalty: 3894.230469
	Iteration 143Q: 3 clusters Score -1.621514e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157816 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -16215179.000000 Penalty: 3894.230469
	Iteration 144Q: 3 clusters Score -1.621518e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157963 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -16215221.000000 Penalty: 3894.230469
	Iteration 145Q: 3 clusters Score -1.621522e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158105 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -16215271.000000 Penalty: 3894.230469
	Iteration 146Q: 3 clusters Score -1.621527e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158221 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -16215297.000000 Penalty: 3894.230469
	Iteration 147Q: 3 clusters Score -1.62153e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158308 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -16215343.000000 Penalty: 3894.230469
	Iteration 148Q: 3 clusters Score -1.621534e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158370 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -16215351.000000 Penalty: 3894.230469
	Iteration 149Q: 3 clusters Score -1.621535e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158427 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -16215393.000000 Penalty: 3894.230469
	Iteration 150Q: 3 clusters Score -1.621539e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158487 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -16215400.000000 Penalty: 3894.230469
	Iteration 151Q: 3 clusters Score -1.62154e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158533 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -16215401.000000 Penalty: 3894.230469
	Iteration 152Q: 3 clusters Score -1.62154e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158570 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -16215413.000000 Penalty: 3894.230469
	Iteration 153Q: 3 clusters Score -1.621541e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158598 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -16215402.000000 Penalty: 3894.230469
	Iteration 154Q: 3 clusters Score -1.62154e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158625 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -16215422.000000 Penalty: 3894.230469
	Iteration 155Q: 3 clusters Score -1.621542e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158649 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -16215424.000000 Penalty: 3894.230469
	Iteration 156Q: 3 clusters Score -1.621542e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158669 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -16215435.000000 Penalty: 3894.230469
	Iteration 157Q: 3 clusters Score -1.621544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158680 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -16215431.000000 Penalty: 3894.230469
	Iteration 158Q: 3 clusters Score -1.621543e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158693 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -16215443.000000 Penalty: 3894.230469
	Iteration 159Q: 3 clusters Score -1.621544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158708 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -16215443.000000 Penalty: 3894.230469
	Iteration 160F: 3 clusters Score -1.621544e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158727 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -16215467.000000 Penalty: 3894.230469
	Iteration 161Q: 3 clusters Score -1.621547e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158747 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -16215468.000000 Penalty: 3894.230469
	Iteration 162Q: 3 clusters Score -1.621547e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158764 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -16215485.000000 Penalty: 3894.230469
	Iteration 163Q: 3 clusters Score -1.621548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158774 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -16215467.000000 Penalty: 3894.230469
	Iteration 164Q: 3 clusters Score -1.621547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158786 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -16215470.000000 Penalty: 3894.230469
	Iteration 165Q: 3 clusters Score -1.621547e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158798 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -16215474.000000 Penalty: 3894.230469
	Iteration 166Q: 3 clusters Score -1.621547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158811 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -16215475.000000 Penalty: 3894.230469
	Iteration 167Q: 3 clusters Score -1.621548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158822 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -16215464.000000 Penalty: 3894.230469
	Iteration 168Q: 3 clusters Score -1.621546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158833 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -16215472.000000 Penalty: 3894.230469
	Iteration 169Q: 3 clusters Score -1.621547e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158843 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -16215476.000000 Penalty: 3894.230469
	Iteration 170Q: 3 clusters Score -1.621548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158847 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -16215476.000000 Penalty: 3894.230469
	Iteration 171Q: 3 clusters Score -1.621548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158851 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -16215471.000000 Penalty: 3894.230469
	Iteration 172Q: 3 clusters Score -1.621547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158858 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -16215466.000000 Penalty: 3894.230469
	Iteration 173Q: 3 clusters Score -1.621547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158861 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -16215475.000000 Penalty: 3894.230469
	Iteration 174Q: 3 clusters Score -1.621548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158864 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -16215483.000000 Penalty: 3894.230469
	Iteration 175Q: 3 clusters Score -1.621548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158866 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -16215481.000000 Penalty: 3894.230469
	Iteration 176Q: 3 clusters Score -1.621548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158870 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -16215474.000000 Penalty: 3894.230469
	Iteration 177Q: 3 clusters Score -1.621547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158873 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -16215477.000000 Penalty: 3894.230469
	Iteration 178Q: 3 clusters Score -1.621548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158876 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -16215477.000000 Penalty: 3894.230469
	Iteration 179Q: 3 clusters Score -1.621548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158877 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -16215482.000000 Penalty: 3894.230469
	Iteration 180F: 3 clusters Score -1.621548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158876 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -16215476.000000 Penalty: 3894.230469
	Iteration 181Q: 3 clusters Score -1.621548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158876 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -16215476.000000 Penalty: 3894.230469
	Iteration 182F: 3 clusters Score -1.621548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (61290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Entering Unmasked Estep 
Score: -6222391.000000 Penalty: 1791.297852
	Iteration 0F: 2 clusters Score -6222391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -6181634.500000 Penalty: 3582.595703
	Iteration 0F: 3 clusters Score -6181634 nChanged 28883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -6198255.500000 Penalty: 3582.595703
	Iteration 1F: 3 clusters Score -6198256 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -6198818.000000 Penalty: 3582.595703
	Iteration 2Q: 3 clusters Score -6198818 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -6199476.500000 Penalty: 3582.595703
	Iteration 3Q: 3 clusters Score -6199476 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -6200312.500000 Penalty: 3582.595703
	Iteration 4Q: 3 clusters Score -6200312 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -6201364.000000 Penalty: 3582.595703
	Iteration 5Q: 3 clusters Score -6201364 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -6202908.500000 Penalty: 3582.595703
	Iteration 6Q: 3 clusters Score -6202908 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -6205066.000000 Penalty: 3582.595703
	Iteration 7F: 3 clusters Score -6205066 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -6207906.000000 Penalty: 3582.595703
	Iteration 8F: 3 clusters Score -6207906 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -6211136.500000 Penalty: 3582.595703
	Iteration 9F: 3 clusters Score -6211136 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -6213706.500000 Penalty: 3582.595703
	Iteration 10F: 3 clusters Score -6213706 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -6215065.000000 Penalty: 3582.595703
	Iteration 11Q: 3 clusters Score -6215065 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -6215651.000000 Penalty: 3582.595703
	Iteration 12Q: 3 clusters Score -6215651 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -6216077.500000 Penalty: 3582.595703
	Iteration 13Q: 3 clusters Score -6216078 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -6216426.000000 Penalty: 3582.595703
	Iteration 14Q: 3 clusters Score -6216426 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -6216760.500000 Penalty: 3582.595703
	Iteration 15Q: 3 clusters Score -6216760 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -6217138.000000 Penalty: 3582.595703
	Iteration 16Q: 3 clusters Score -6217138 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -6217444.500000 Penalty: 3582.595703
	Iteration 17Q: 3 clusters Score -6217444 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -6217744.500000 Penalty: 3582.595703
	Iteration 18Q: 3 clusters Score -6217744 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -6218038.000000 Penalty: 3582.595703
	Iteration 19Q: 3 clusters Score -6218038 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -6218303.000000 Penalty: 3582.595703
	Iteration 20F: 3 clusters Score -6218303 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 51130 members 
Entering Unmasked Estep 
Score: -6218519.500000 Penalty: 3582.595703
	Iteration 21Q: 3 clusters Score -6218520 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 51781 members 
Entering Unmasked Estep 
Score: -6218716.500000 Penalty: 3582.595703
	Iteration 22Q: 3 clusters Score -6218716 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 52419 members 
Entering Unmasked Estep 
Score: -6218914.500000 Penalty: 3582.595703
	Iteration 23Q: 3 clusters Score -6218914 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -6219126.000000 Penalty: 3582.595703
	Iteration 24Q: 3 clusters Score -6219126 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -6219298.000000 Penalty: 3582.595703
	Iteration 25Q: 3 clusters Score -6219298 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 54186 members 
Entering Unmasked Estep 
Score: -6219453.500000 Penalty: 3582.595703
	Iteration 26Q: 3 clusters Score -6219454 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 54755 members 
Entering Unmasked Estep 
Score: -6219640.000000 Penalty: 3582.595703
	Iteration 27Q: 3 clusters Score -6219640 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -6219821.000000 Penalty: 3582.595703
	Iteration 28Q: 3 clusters Score -6219821 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -6219966.500000 Penalty: 3582.595703
	Iteration 29Q: 3 clusters Score -6219966 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -6220087.000000 Penalty: 3582.595703
	Iteration 30Q: 3 clusters Score -6220087 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 56579 members 
Entering Unmasked Estep 
Score: -6220252.500000 Penalty: 3582.595703
	Iteration 31Q: 3 clusters Score -6220252 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -6220340.000000 Penalty: 3582.595703
	Iteration 32Q: 3 clusters Score -6220340 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -6220422.000000 Penalty: 3582.595703
	Iteration 33Q: 3 clusters Score -6220422 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 57550 members 
Entering Unmasked Estep 
Score: -6220482.500000 Penalty: 3582.595703
	Iteration 34Q: 3 clusters Score -6220482 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -6220537.000000 Penalty: 3582.595703
	Iteration 35Q: 3 clusters Score -6220537 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 58064 members 
Entering Unmasked Estep 
Score: -6220593.500000 Penalty: 3582.595703
	Iteration 36Q: 3 clusters Score -6220594 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 58289 members 
Entering Unmasked Estep 
Score: -6220676.000000 Penalty: 3582.595703
	Iteration 37Q: 3 clusters Score -6220676 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 58504 members 
Entering Unmasked Estep 
Score: -6220774.000000 Penalty: 3582.595703
	Iteration 38Q: 3 clusters Score -6220774 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -6220842.500000 Penalty: 3582.595703
	Iteration 39Q: 3 clusters Score -6220842 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 58942 members 
Entering Unmasked Estep 
Score: -6220903.000000 Penalty: 3582.595703
	Iteration 40F: 3 clusters Score -6220903 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -6220958.500000 Penalty: 3582.595703
	Iteration 41Q: 3 clusters Score -6220958 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -6220995.500000 Penalty: 3582.595703
	Iteration 42Q: 3 clusters Score -6220996 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -6221007.500000 Penalty: 3582.595703
	Iteration 43Q: 3 clusters Score -6221008 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 59534 members 
Entering Unmasked Estep 
Score: -6221051.000000 Penalty: 3582.595703
	Iteration 44Q: 3 clusters Score -6221051 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 59646 members 
Entering Unmasked Estep 
Score: -6221094.000000 Penalty: 3582.595703
	Iteration 45Q: 3 clusters Score -6221094 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 59743 members 
Entering Unmasked Estep 
Score: -6221127.500000 Penalty: 3582.595703
	Iteration 46Q: 3 clusters Score -6221128 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 59828 members 
Entering Unmasked Estep 
Score: -6221171.500000 Penalty: 3582.595703
	Iteration 47Q: 3 clusters Score -6221172 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -6221177.500000 Penalty: 3582.595703
	Iteration 48Q: 3 clusters Score -6221178 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 59940 members 
Entering Unmasked Estep 
Score: -6221185.500000 Penalty: 3582.595703
	Iteration 49Q: 3 clusters Score -6221186 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 59981 members 
Entering Unmasked Estep 
Score: -6221208.500000 Penalty: 3582.595703
	Iteration 50Q: 3 clusters Score -6221208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -6221201.500000 Penalty: 3582.595703
	Iteration 51Q: 3 clusters Score -6221202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 60033 members 
Entering Unmasked Estep 
Score: -6221215.000000 Penalty: 3582.595703
	Iteration 52Q: 3 clusters Score -6221215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 60056 members 
Entering Unmasked Estep 
Score: -6221217.500000 Penalty: 3582.595703
	Iteration 53Q: 3 clusters Score -6221218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
Score: -6221231.000000 Penalty: 3582.595703
	Iteration 54Q: 3 clusters Score -6221231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 60079 members 
Entering Unmasked Estep 
Score: -6221237.500000 Penalty: 3582.595703
	Iteration 55Q: 3 clusters Score -6221238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 60096 members 
Entering Unmasked Estep 
Score: -6221238.500000 Penalty: 3582.595703
	Iteration 56Q: 3 clusters Score -6221238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 60110 members 
Entering Unmasked Estep 
Score: -6221233.000000 Penalty: 3582.595703
	Iteration 57Q: 3 clusters Score -6221233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 60122 members 
Entering Unmasked Estep 
Score: -6221236.000000 Penalty: 3582.595703
	Iteration 58Q: 3 clusters Score -6221236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 60132 members 
Entering Unmasked Estep 
Score: -6221243.000000 Penalty: 3582.595703
	Iteration 59Q: 3 clusters Score -6221243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 60144 members 
Entering Unmasked Estep 
Score: -6221264.500000 Penalty: 3582.595703
	Iteration 60F: 3 clusters Score -6221264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 60153 members 
Entering Unmasked Estep 
Score: -6221267.500000 Penalty: 3582.595703
	Iteration 61Q: 3 clusters Score -6221268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -6221271.500000 Penalty: 3582.595703
	Iteration 62Q: 3 clusters Score -6221272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 60166 members 
Entering Unmasked Estep 
Score: -6221271.000000 Penalty: 3582.595703
	Iteration 63Q: 3 clusters Score -6221271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -6221271.500000 Penalty: 3582.595703
	Iteration 64Q: 3 clusters Score -6221272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 60174 members 
Entering Unmasked Estep 
Score: -6221272.500000 Penalty: 3582.595703
	Iteration 65Q: 3 clusters Score -6221272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -6221276.000000 Penalty: 3582.595703
	Iteration 66Q: 3 clusters Score -6221276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -6221276.000000 Penalty: 3582.595703
	Iteration 67F: 3 clusters Score -6221276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Entering Unmasked Estep 
Score: -193798.234375 Penalty: 1250.486694
	Iteration 0F: 2 clusters Score -193798.2 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 1092 members 
Entering Unmasked Estep 
Score: -191604.281250 Penalty: 2500.973389
	Iteration 0F: 3 clusters Score -191604.3 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -192168.265625 Penalty: 2500.973389
	Iteration 1F: 3 clusters Score -192168.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -192336.312500 Penalty: 2500.973389
	Iteration 2F: 3 clusters Score -192336.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -192448.968750 Penalty: 2500.973389
	Iteration 3F: 3 clusters Score -192449 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -192514.093750 Penalty: 2500.973389
	Iteration 4Q: 3 clusters Score -192514.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -192567.343750 Penalty: 2500.973389
	Iteration 5Q: 3 clusters Score -192567.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -192632.171875 Penalty: 2500.973389
	Iteration 6Q: 3 clusters Score -192632.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -192678.046875 Penalty: 2500.973389
	Iteration 7Q: 3 clusters Score -192678 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -192718.265625 Penalty: 2500.973389
	Iteration 8Q: 3 clusters Score -192718.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -192756.937500 Penalty: 2500.973389
	Iteration 9Q: 3 clusters Score -192756.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -192782.234375 Penalty: 2500.973389
	Iteration 10Q: 3 clusters Score -192782.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -192805.265625 Penalty: 2500.973389
	Iteration 11Q: 3 clusters Score -192805.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -192825.359375 Penalty: 2500.973389
	Iteration 12Q: 3 clusters Score -192825.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -192843.109375 Penalty: 2500.973389
	Iteration 13Q: 3 clusters Score -192843.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -192860.937500 Penalty: 2500.973389
	Iteration 14Q: 3 clusters Score -192860.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -192870.734375 Penalty: 2500.973389
	Iteration 15Q: 3 clusters Score -192870.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -192876.578125 Penalty: 2500.973389
	Iteration 16Q: 3 clusters Score -192876.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -192879.843750 Penalty: 2500.973389
	Iteration 17Q: 3 clusters Score -192879.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -192883.062500 Penalty: 2500.973389
	Iteration 18Q: 3 clusters Score -192883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -192885.703125 Penalty: 2500.973389
	Iteration 19Q: 3 clusters Score -192885.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -192888.359375 Penalty: 2500.973389
	Iteration 20F: 3 clusters Score -192888.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -192890.734375 Penalty: 2500.973389
	Iteration 21Q: 3 clusters Score -192890.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -192891.781250 Penalty: 2500.973389
	Iteration 22Q: 3 clusters Score -192891.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -192892.265625 Penalty: 2500.973389
	Iteration 23Q: 3 clusters Score -192892.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -192892.453125 Penalty: 2500.973389
	Iteration 24Q: 3 clusters Score -192892.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -192892.453125 Penalty: 2500.973389
	Iteration 25F: 3 clusters Score -192892.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Entering Unmasked Estep 
Score: -1754955.625000 Penalty: 1584.599976
	Iteration 0F: 2 clusters Score -1754956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1743090.375000 Penalty: 3169.199951
	Iteration 0F: 3 clusters Score -1743090 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1747786.000000 Penalty: 3169.199951
	Iteration 1F: 3 clusters Score -1747786 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1748634.125000 Penalty: 3169.199951
	Iteration 2F: 3 clusters Score -1748634 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1749551.000000 Penalty: 3169.199951
	Iteration 3F: 3 clusters Score -1749551 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1750527.375000 Penalty: 3169.199951
	Iteration 4F: 3 clusters Score -1750527 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1751520.750000 Penalty: 3169.199951
	Iteration 5F: 3 clusters Score -1751521 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1752349.750000 Penalty: 3169.199951
	Iteration 6F: 3 clusters Score -1752350 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1752889.875000 Penalty: 3169.199951
	Iteration 7F: 3 clusters Score -1752890 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1753164.125000 Penalty: 3169.199951
	Iteration 8Q: 3 clusters Score -1753164 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1753301.250000 Penalty: 3169.199951
	Iteration 9Q: 3 clusters Score -1753301 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1753376.625000 Penalty: 3169.199951
	Iteration 10Q: 3 clusters Score -1753377 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1753432.625000 Penalty: 3169.199951
	Iteration 11Q: 3 clusters Score -1753433 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1753478.875000 Penalty: 3169.199951
	Iteration 12Q: 3 clusters Score -1753479 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1753517.750000 Penalty: 3169.199951
	Iteration 13Q: 3 clusters Score -1753518 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1753545.875000 Penalty: 3169.199951
	Iteration 14Q: 3 clusters Score -1753546 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1753585.750000 Penalty: 3169.199951
	Iteration 15Q: 3 clusters Score -1753586 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1753611.625000 Penalty: 3169.199951
	Iteration 16Q: 3 clusters Score -1753612 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1753636.250000 Penalty: 3169.199951
	Iteration 17Q: 3 clusters Score -1753636 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1753666.125000 Penalty: 3169.199951
	Iteration 18Q: 3 clusters Score -1753666 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1753685.000000 Penalty: 3169.199951
	Iteration 19Q: 3 clusters Score -1753685 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1753706.875000 Penalty: 3169.199951
	Iteration 20F: 3 clusters Score -1753707 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1753723.875000 Penalty: 3169.199951
	Iteration 21Q: 3 clusters Score -1753724 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1753752.000000 Penalty: 3169.199951
	Iteration 22Q: 3 clusters Score -1753752 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1753767.000000 Penalty: 3169.199951
	Iteration 23Q: 3 clusters Score -1753767 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1753783.250000 Penalty: 3169.199951
	Iteration 24Q: 3 clusters Score -1753783 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1753798.625000 Penalty: 3169.199951
	Iteration 25Q: 3 clusters Score -1753799 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1753805.625000 Penalty: 3169.199951
	Iteration 26Q: 3 clusters Score -1753806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1753817.625000 Penalty: 3169.199951
	Iteration 27Q: 3 clusters Score -1753818 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1753843.375000 Penalty: 3169.199951
	Iteration 28Q: 3 clusters Score -1753843 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1753855.875000 Penalty: 3169.199951
	Iteration 29Q: 3 clusters Score -1753856 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1753870.875000 Penalty: 3169.199951
	Iteration 30Q: 3 clusters Score -1753871 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1753879.625000 Penalty: 3169.199951
	Iteration 31Q: 3 clusters Score -1753880 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1753881.375000 Penalty: 3169.199951
	Iteration 32Q: 3 clusters Score -1753881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1753889.125000 Penalty: 3169.199951
	Iteration 33Q: 3 clusters Score -1753889 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1753892.125000 Penalty: 3169.199951
	Iteration 34Q: 3 clusters Score -1753892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1753897.375000 Penalty: 3169.199951
	Iteration 35Q: 3 clusters Score -1753897 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1753898.875000 Penalty: 3169.199951
	Iteration 36Q: 3 clusters Score -1753899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1753901.750000 Penalty: 3169.199951
	Iteration 37Q: 3 clusters Score -1753902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1753906.750000 Penalty: 3169.199951
	Iteration 38Q: 3 clusters Score -1753907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1753918.125000 Penalty: 3169.199951
	Iteration 39Q: 3 clusters Score -1753918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1753921.250000 Penalty: 3169.199951
	Iteration 40F: 3 clusters Score -1753921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1753928.000000 Penalty: 3169.199951
	Iteration 41Q: 3 clusters Score -1753928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1753934.375000 Penalty: 3169.199951
	Iteration 42Q: 3 clusters Score -1753934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1753933.125000 Penalty: 3169.199951
	Iteration 43Q: 3 clusters Score -1753933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1753936.625000 Penalty: 3169.199951
	Iteration 44Q: 3 clusters Score -1753937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1753935.000000 Penalty: 3169.199951
	Iteration 45Q: 3 clusters Score -1753935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1753937.125000 Penalty: 3169.199951
	Iteration 46Q: 3 clusters Score -1753937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1753936.625000 Penalty: 3169.199951
	Iteration 47Q: 3 clusters Score -1753937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1753938.750000 Penalty: 3169.199951
	Iteration 48Q: 3 clusters Score -1753939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1753939.500000 Penalty: 3169.199951
	Iteration 49Q: 3 clusters Score -1753940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1753938.875000 Penalty: 3169.199951
	Iteration 50Q: 3 clusters Score -1753939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1753939.375000 Penalty: 3169.199951
	Iteration 51Q: 3 clusters Score -1753939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1753940.750000 Penalty: 3169.199951
	Iteration 52Q: 3 clusters Score -1753941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1753938.625000 Penalty: 3169.199951
	Iteration 53Q: 3 clusters Score -1753939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1753941.375000 Penalty: 3169.199951
	Iteration 54Q: 3 clusters Score -1753941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1753941.875000 Penalty: 3169.199951
	Iteration 55Q: 3 clusters Score -1753942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1753945.250000 Penalty: 3169.199951
	Iteration 56Q: 3 clusters Score -1753945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1753944.625000 Penalty: 3169.199951
	Iteration 57Q: 3 clusters Score -1753945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1753943.875000 Penalty: 3169.199951
	Iteration 58Q: 3 clusters Score -1753944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1753946.375000 Penalty: 3169.199951
	Iteration 59Q: 3 clusters Score -1753946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1753946.500000 Penalty: 3169.199951
	Iteration 60F: 3 clusters Score -1753946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1753949.125000 Penalty: 3169.199951
	Iteration 61Q: 3 clusters Score -1753949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1753950.750000 Penalty: 3169.199951
	Iteration 62Q: 3 clusters Score -1753951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1753953.625000 Penalty: 3169.199951
	Iteration 63Q: 3 clusters Score -1753954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1753952.375000 Penalty: 3169.199951
	Iteration 64Q: 3 clusters Score -1753952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1753952.500000 Penalty: 3169.199951
	Iteration 65Q: 3 clusters Score -1753952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1753958.375000 Penalty: 3169.199951
	Iteration 66Q: 3 clusters Score -1753958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1753960.375000 Penalty: 3169.199951
	Iteration 67Q: 3 clusters Score -1753960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1753965.250000 Penalty: 3169.199951
	Iteration 68Q: 3 clusters Score -1753965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1753968.125000 Penalty: 3169.199951
	Iteration 69Q: 3 clusters Score -1753968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1753972.250000 Penalty: 3169.199951
	Iteration 70Q: 3 clusters Score -1753972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1753969.000000 Penalty: 3169.199951
	Iteration 71Q: 3 clusters Score -1753969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1753973.375000 Penalty: 3169.199951
	Iteration 72Q: 3 clusters Score -1753973 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1753983.000000 Penalty: 3169.199951
	Iteration 73Q: 3 clusters Score -1753983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1753989.625000 Penalty: 3169.199951
	Iteration 74Q: 3 clusters Score -1753990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1753998.875000 Penalty: 3169.199951
	Iteration 75Q: 3 clusters Score -1753999 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1754005.000000 Penalty: 3169.199951
	Iteration 76Q: 3 clusters Score -1754005 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1754018.500000 Penalty: 3169.199951
	Iteration 77Q: 3 clusters Score -1754018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1754031.500000 Penalty: 3169.199951
	Iteration 78Q: 3 clusters Score -1754032 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1754047.875000 Penalty: 3169.199951
	Iteration 79Q: 3 clusters Score -1754048 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1754067.500000 Penalty: 3169.199951
	Iteration 80F: 3 clusters Score -1754068 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1754094.750000 Penalty: 3169.199951
	Iteration 81Q: 3 clusters Score -1754095 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1754118.750000 Penalty: 3169.199951
	Iteration 82Q: 3 clusters Score -1754119 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1754158.875000 Penalty: 3169.199951
	Iteration 83Q: 3 clusters Score -1754159 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1754190.000000 Penalty: 3169.199951
	Iteration 84Q: 3 clusters Score -1754190 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1754225.500000 Penalty: 3169.199951
	Iteration 85Q: 3 clusters Score -1754226 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1754254.875000 Penalty: 3169.199951
	Iteration 86Q: 3 clusters Score -1754255 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1754293.375000 Penalty: 3169.199951
	Iteration 87Q: 3 clusters Score -1754293 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1754326.625000 Penalty: 3169.199951
	Iteration 88Q: 3 clusters Score -1754327 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1754372.250000 Penalty: 3169.199951
	Iteration 89Q: 3 clusters Score -1754372 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1754397.125000 Penalty: 3169.199951
	Iteration 90Q: 3 clusters Score -1754397 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1754419.000000 Penalty: 3169.199951
	Iteration 91Q: 3 clusters Score -1754419 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1754428.000000 Penalty: 3169.199951
	Iteration 92Q: 3 clusters Score -1754428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1754437.250000 Penalty: 3169.199951
	Iteration 93Q: 3 clusters Score -1754437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1754442.500000 Penalty: 3169.199951
	Iteration 94Q: 3 clusters Score -1754442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1754451.375000 Penalty: 3169.199951
	Iteration 95Q: 3 clusters Score -1754451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1754454.000000 Penalty: 3169.199951
	Iteration 96Q: 3 clusters Score -1754454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1754461.875000 Penalty: 3169.199951
	Iteration 97Q: 3 clusters Score -1754462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1754465.000000 Penalty: 3169.199951
	Iteration 98Q: 3 clusters Score -1754465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1754469.000000 Penalty: 3169.199951
	Iteration 99Q: 3 clusters Score -1754469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1754472.125000 Penalty: 3169.199951
	Iteration 100F: 3 clusters Score -1754472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -1754472.375000 Penalty: 3169.199951
	Iteration 101Q: 3 clusters Score -1754472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1754475.375000 Penalty: 3169.199951
	Iteration 102Q: 3 clusters Score -1754475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1754483.375000 Penalty: 3169.199951
	Iteration 103Q: 3 clusters Score -1754483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1754485.875000 Penalty: 3169.199951
	Iteration 104Q: 3 clusters Score -1754486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1754488.875000 Penalty: 3169.199951
	Iteration 105Q: 3 clusters Score -1754489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1754492.125000 Penalty: 3169.199951
	Iteration 106Q: 3 clusters Score -1754492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1754496.875000 Penalty: 3169.199951
	Iteration 107Q: 3 clusters Score -1754497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1754496.625000 Penalty: 3169.199951
	Iteration 108Q: 3 clusters Score -1754497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1754496.250000 Penalty: 3169.199951
	Iteration 109Q: 3 clusters Score -1754496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1754497.125000 Penalty: 3169.199951
	Iteration 110Q: 3 clusters Score -1754497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1754498.000000 Penalty: 3169.199951
	Iteration 111Q: 3 clusters Score -1754498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1754498.000000 Penalty: 3169.199951
	Iteration 112F: 3 clusters Score -1754498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 177209 members 
Mstep: Class 2 contains 8234 members 
Mstep: Class 4 contains 23120 members 
Mstep: Class 6 contains 45507 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 24106 members 
Mstep: Class 9 contains 170065 members 
Mstep: Class 10 contains 213438 members 
Mstep: Class 11 contains 230042 members 
Mstep: Class 12 contains 6723 members 
Mstep: Class 13 contains 10545 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 159891 members 
Mstep: Class 17 contains 61290 members 
Mstep: Class 18 contains 2198 members 
Mstep: Class 19 contains 17178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127833376.000000 Penalty: 41147.996094
Iteration 39Q: 19 clusters Score -1.278334e+08 nChanged 14698
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 175382 members 
Mstep: Class 2 contains 8328 members 
Mstep: Class 3 contains 126170 members 
Mstep: Class 4 contains 24117 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 44691 members 
Mstep: Class 7 contains 3034 members 
Mstep: Class 8 contains 25091 members 
Mstep: Class 9 contains 168661 members 
Mstep: Class 10 contains 214167 members 
Mstep: Class 11 contains 229587 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 10206 members 
Mstep: Class 15 contains 6459 members 
Mstep: Class 16 contains 160397 members 
Mstep: Class 17 contains 61701 members 
Mstep: Class 18 contains 2252 members 
Mstep: Class 19 contains 17893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127837888.000000 Penalty: 41147.996094
Iteration 40F: 19 clusters Score -1.278379e+08 nChanged 14566
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173989 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 125908 members 
Mstep: Class 4 contains 26168 members 
Mstep: Class 5 contains 2082 members 
Mstep: Class 6 contains 43840 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 25724 members 
Mstep: Class 9 contains 166695 members 
Mstep: Class 10 contains 214510 members 
Mstep: Class 11 contains 228656 members 
Mstep: Class 12 contains 6815 members 
Mstep: Class 13 contains 10014 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 160784 members 
Mstep: Class 17 contains 62098 members 
Mstep: Class 18 contains 2270 members 
Mstep: Class 19 contains 18907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127842024.000000 Penalty: 41147.996094
Iteration 41Q: 19 clusters Score -1.27842e+08 nChanged 14649
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 172966 members 
Mstep: Class 2 contains 8533 members 
Mstep: Class 3 contains 125464 members 
Mstep: Class 4 contains 28272 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 6 contains 42979 members 
Mstep: Class 7 contains 3079 members 
Mstep: Class 8 contains 26226 members 
Mstep: Class 9 contains 164489 members 
Mstep: Class 10 contains 214827 members 
Mstep: Class 11 contains 227534 members 
Mstep: Class 12 contains 6939 members 
Mstep: Class 13 contains 9910 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 161164 members 
Mstep: Class 17 contains 62466 members 
Mstep: Class 18 contains 2292 members 
Mstep: Class 19 contains 20174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127845488.000000 Penalty: 41147.996094
Iteration 42Q: 19 clusters Score -1.278455e+08 nChanged 14652
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 171971 members 
Mstep: Class 2 contains 8624 members 
Mstep: Class 3 contains 124929 members 
Mstep: Class 4 contains 30642 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 42107 members 
Mstep: Class 7 contains 3110 members 
Mstep: Class 8 contains 26598 members 
Mstep: Class 9 contains 162229 members 
Mstep: Class 10 contains 214987 members 
Mstep: Class 11 contains 226237 members 
Mstep: Class 12 contains 7073 members 
Mstep: Class 13 contains 9896 members 
Mstep: Class 15 contains 7771 members 
Mstep: Class 16 contains 161559 members 
Mstep: Class 17 contains 62762 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 21695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127849016.000000 Penalty: 41147.996094
Iteration 43Q: 19 clusters Score -1.27849e+08 nChanged 14783
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 170892 members 
Mstep: Class 2 contains 8686 members 
Mstep: Class 3 contains 124270 members 
Mstep: Class 4 contains 33174 members 
Mstep: Class 5 contains 2430 members 
Mstep: Class 6 contains 41228 members 
Mstep: Class 7 contains 3134 members 
Mstep: Class 8 contains 26919 members 
Mstep: Class 9 contains 159863 members 
Mstep: Class 10 contains 215243 members 
Mstep: Class 11 contains 224863 members 
Mstep: Class 12 contains 7215 members 
Mstep: Class 13 contains 9913 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 161855 members 
Mstep: Class 17 contains 63039 members 
Mstep: Class 18 contains 2339 members 
Mstep: Class 19 contains 23524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127853392.000000 Penalty: 41147.996094
Iteration 44Q: 19 clusters Score -1.278534e+08 nChanged 14860
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 169896 members 
Mstep: Class 2 contains 8760 members 
Mstep: Class 3 contains 123443 members 
Mstep: Class 4 contains 35946 members 
Mstep: Class 5 contains 2551 members 
Mstep: Class 6 contains 40332 members 
Mstep: Class 7 contains 3164 members 
Mstep: Class 8 contains 27197 members 
Mstep: Class 9 contains 157605 members 
Mstep: Class 10 contains 215478 members 
Mstep: Class 11 contains 223288 members 
Mstep: Class 12 contains 7361 members 
Mstep: Class 13 contains 9957 members 
Mstep: Class 15 contains 8671 members 
Mstep: Class 16 contains 162050 members 
Mstep: Class 17 contains 63287 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 25450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127857160.000000 Penalty: 41147.996094
Iteration 45Q: 19 clusters Score -1.278572e+08 nChanged 14737
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 168985 members 
Mstep: Class 2 contains 8801 members 
Mstep: Class 3 contains 122598 members 
Mstep: Class 4 contains 38931 members 
Mstep: Class 5 contains 2650 members 
Mstep: Class 6 contains 39426 members 
Mstep: Class 7 contains 3206 members 
Mstep: Class 8 contains 27403 members 
Mstep: Class 9 contains 155365 members 
Mstep: Class 10 contains 215671 members 
Mstep: Class 11 contains 221629 members 
Mstep: Class 12 contains 7499 members 
Mstep: Class 13 contains 10012 members 
Mstep: Class 15 contains 9176 members 
Mstep: Class 16 contains 162201 members 
Mstep: Class 17 contains 63492 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 27361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127860064.000000 Penalty: 41147.996094
Iteration 46Q: 19 clusters Score -1.278601e+08 nChanged 14560
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 168127 members 
Mstep: Class 2 contains 8828 members 
Mstep: Class 3 contains 121765 members 
Mstep: Class 4 contains 42220 members 
Mstep: Class 5 contains 2752 members 
Mstep: Class 6 contains 38481 members 
Mstep: Class 7 contains 3259 members 
Mstep: Class 8 contains 27595 members 
Mstep: Class 9 contains 153189 members 
Mstep: Class 10 contains 215848 members 
Mstep: Class 11 contains 219704 members 
Mstep: Class 12 contains 7619 members 
Mstep: Class 13 contains 10079 members 
Mstep: Class 15 contains 9722 members 
Mstep: Class 16 contains 162297 members 
Mstep: Class 17 contains 63706 members 
Mstep: Class 18 contains 2440 members 
Mstep: Class 19 contains 29184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127862888.000000 Penalty: 41147.996094
Iteration 47Q: 19 clusters Score -1.278629e+08 nChanged 14423
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 167150 members 
Mstep: Class 2 contains 8834 members 
Mstep: Class 3 contains 120889 members 
Mstep: Class 4 contains 45846 members 
Mstep: Class 5 contains 2844 members 
Mstep: Class 6 contains 37530 members 
Mstep: Class 7 contains 3296 members 
Mstep: Class 8 contains 27744 members 
Mstep: Class 9 contains 151398 members 
Mstep: Class 10 contains 215906 members 
Mstep: Class 11 contains 217584 members 
Mstep: Class 12 contains 7798 members 
Mstep: Class 13 contains 10153 members 
Mstep: Class 15 contains 10344 members 
Mstep: Class 16 contains 162369 members 
Mstep: Class 17 contains 63898 members 
Mstep: Class 18 contains 2484 members 
Mstep: Class 19 contains 30748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127865960.000000 Penalty: 41147.996094
Iteration 48Q: 19 clusters Score -1.27866e+08 nChanged 13846
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 166154 members 
Mstep: Class 2 contains 8828 members 
Mstep: Class 3 contains 119956 members 
Mstep: Class 4 contains 49887 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 36638 members 
Mstep: Class 7 contains 3332 members 
Mstep: Class 8 contains 27879 members 
Mstep: Class 9 contains 149934 members 
Mstep: Class 10 contains 215994 members 
Mstep: Class 11 contains 215097 members 
Mstep: Class 12 contains 7979 members 
Mstep: Class 13 contains 10210 members 
Mstep: Class 15 contains 11027 members 
Mstep: Class 16 contains 162334 members 
Mstep: Class 17 contains 64081 members 
Mstep: Class 18 contains 2521 members 
Mstep: Class 19 contains 32024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127869184.000000 Penalty: 41147.996094
Iteration 49Q: 19 clusters Score -1.278692e+08 nChanged 13634
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 165301 members 
Mstep: Class 2 contains 8793 members 
Mstep: Class 3 contains 118837 members 
Mstep: Class 4 contains 54197 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 35682 members 
Mstep: Class 7 contains 3355 members 
Mstep: Class 8 contains 28002 members 
Mstep: Class 9 contains 148782 members 
Mstep: Class 10 contains 216006 members 
Mstep: Class 11 contains 212422 members 
Mstep: Class 12 contains 8168 members 
Mstep: Class 13 contains 10268 members 
Mstep: Class 15 contains 11789 members 
Mstep: Class 16 contains 162266 members 
Mstep: Class 17 contains 64276 members 
Mstep: Class 18 contains 2563 members 
Mstep: Class 19 contains 33080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127871632.000000 Penalty: 41147.996094
Iteration 50Q: 19 clusters Score -1.278716e+08 nChanged 13059
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 164589 members 
Mstep: Class 2 contains 8766 members 
Mstep: Class 3 contains 117610 members 
Mstep: Class 4 contains 58648 members 
Mstep: Class 5 contains 3111 members 
Mstep: Class 6 contains 34746 members 
Mstep: Class 7 contains 3382 members 
Mstep: Class 8 contains 28110 members 
Mstep: Class 9 contains 147842 members 
Mstep: Class 10 contains 215992 members 
Mstep: Class 11 contains 209647 members 
Mstep: Class 12 contains 8356 members 
Mstep: Class 13 contains 10341 members 
Mstep: Class 15 contains 12616 members 
Mstep: Class 16 contains 162069 members 
Mstep: Class 17 contains 64457 members 
Mstep: Class 18 contains 2609 members 
Mstep: Class 19 contains 33924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127874352.000000 Penalty: 41147.996094
Iteration 51Q: 19 clusters Score -1.278744e+08 nChanged 12732
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 163896 members 
Mstep: Class 2 contains 8714 members 
Mstep: Class 3 contains 116288 members 
Mstep: Class 4 contains 63377 members 
Mstep: Class 5 contains 3181 members 
Mstep: Class 6 contains 33847 members 
Mstep: Class 7 contains 3410 members 
Mstep: Class 8 contains 28199 members 
Mstep: Class 9 contains 147167 members 
Mstep: Class 10 contains 215982 members 
Mstep: Class 11 contains 206712 members 
Mstep: Class 12 contains 8542 members 
Mstep: Class 13 contains 10400 members 
Mstep: Class 15 contains 13468 members 
Mstep: Class 16 contains 161787 members 
Mstep: Class 17 contains 64598 members 
Mstep: Class 18 contains 2648 members 
Mstep: Class 19 contains 34599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127876968.000000 Penalty: 41147.996094
Iteration 52Q: 19 clusters Score -1.27877e+08 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 163384 members 
Mstep: Class 2 contains 8654 members 
Mstep: Class 3 contains 114840 members 
Mstep: Class 4 contains 68105 members 
Mstep: Class 5 contains 3239 members 
Mstep: Class 6 contains 32826 members 
Mstep: Class 7 contains 3433 members 
Mstep: Class 8 contains 28278 members 
Mstep: Class 9 contains 146641 members 
Mstep: Class 10 contains 216076 members 
Mstep: Class 11 contains 203795 members 
Mstep: Class 12 contains 8687 members 
Mstep: Class 13 contains 10443 members 
Mstep: Class 15 contains 14283 members 
Mstep: Class 16 contains 161532 members 
Mstep: Class 17 contains 64727 members 
Mstep: Class 18 contains 2684 members 
Mstep: Class 19 contains 35188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127880176.000000 Penalty: 41147.996094
Iteration 53Q: 19 clusters Score -1.278802e+08 nChanged 11976
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 162984 members 
Mstep: Class 2 contains 8594 members 
Mstep: Class 3 contains 113422 members 
Mstep: Class 4 contains 72818 members 
Mstep: Class 5 contains 3284 members 
Mstep: Class 6 contains 31760 members 
Mstep: Class 7 contains 3449 members 
Mstep: Class 8 contains 28381 members 
Mstep: Class 9 contains 146247 members 
Mstep: Class 10 contains 216224 members 
Mstep: Class 11 contains 200895 members 
Mstep: Class 12 contains 8832 members 
Mstep: Class 13 contains 10482 members 
Mstep: Class 15 contains 15080 members 
Mstep: Class 16 contains 161177 members 
Mstep: Class 17 contains 64851 members 
Mstep: Class 18 contains 2705 members 
Mstep: Class 19 contains 35630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127882576.000000 Penalty: 41147.996094
Iteration 54Q: 19 clusters Score -1.278826e+08 nChanged 11738
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 162573 members 
Mstep: Class 2 contains 8558 members 
Mstep: Class 3 contains 111974 members 
Mstep: Class 4 contains 77599 members 
Mstep: Class 5 contains 3337 members 
Mstep: Class 6 contains 30675 members 
Mstep: Class 7 contains 3470 members 
Mstep: Class 8 contains 28465 members 
Mstep: Class 9 contains 145982 members 
Mstep: Class 10 contains 216351 members 
Mstep: Class 11 contains 198046 members 
Mstep: Class 12 contains 8989 members 
Mstep: Class 13 contains 10532 members 
Mstep: Class 15 contains 15837 members 
Mstep: Class 16 contains 160761 members 
Mstep: Class 17 contains 64973 members 
Mstep: Class 18 contains 2714 members 
Mstep: Class 19 contains 35979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127885040.000000 Penalty: 41147.996094
Iteration 55Q: 19 clusters Score -1.27885e+08 nChanged 11223
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 162014 members 
Mstep: Class 2 contains 8498 members 
Mstep: Class 3 contains 110501 members 
Mstep: Class 4 contains 82058 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 29524 members 
Mstep: Class 7 contains 3476 members 
Mstep: Class 8 contains 28549 members 
Mstep: Class 9 contains 145769 members 
Mstep: Class 10 contains 216594 members 
Mstep: Class 11 contains 195669 members 
Mstep: Class 12 contains 9136 members 
Mstep: Class 13 contains 10587 members 
Mstep: Class 15 contains 16571 members 
Mstep: Class 16 contains 160344 members 
Mstep: Class 17 contains 65126 members 
Mstep: Class 18 contains 2745 members 
Mstep: Class 19 contains 36279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127886776.000000 Penalty: 41147.996094
Iteration 56Q: 19 clusters Score -1.278868e+08 nChanged 11067
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 161584 members 
Mstep: Class 2 contains 8434 members 
Mstep: Class 3 contains 108915 members 
Mstep: Class 4 contains 86111 members 
Mstep: Class 5 contains 3412 members 
Mstep: Class 6 contains 28339 members 
Mstep: Class 7 contains 3474 members 
Mstep: Class 8 contains 28617 members 
Mstep: Class 9 contains 145638 members 
Mstep: Class 10 contains 216877 members 
Mstep: Class 11 contains 193760 members 
Mstep: Class 12 contains 9287 members 
Mstep: Class 13 contains 10643 members 
Mstep: Class 15 contains 17287 members 
Mstep: Class 16 contains 159844 members 
Mstep: Class 17 contains 65292 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 36533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127888760.000000 Penalty: 41147.996094
Iteration 57Q: 19 clusters Score -1.278888e+08 nChanged 10795
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 161311 members 
Mstep: Class 2 contains 8390 members 
Mstep: Class 3 contains 107219 members 
Mstep: Class 4 contains 89825 members 
Mstep: Class 5 contains 3454 members 
Mstep: Class 6 contains 27150 members 
Mstep: Class 7 contains 3475 members 
Mstep: Class 8 contains 28665 members 
Mstep: Class 9 contains 145592 members 
Mstep: Class 10 contains 217131 members 
Mstep: Class 11 contains 192109 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 10691 members 
Mstep: Class 15 contains 18043 members 
Mstep: Class 16 contains 159282 members 
Mstep: Class 17 contains 65481 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 36764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127890864.000000 Penalty: 41147.996094
Iteration 58Q: 19 clusters Score -1.278909e+08 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 161306 members 
Mstep: Class 2 contains 8350 members 
Mstep: Class 3 contains 105507 members 
Mstep: Class 4 contains 93165 members 
Mstep: Class 5 contains 3492 members 
Mstep: Class 6 contains 25960 members 
Mstep: Class 7 contains 3468 members 
Mstep: Class 8 contains 28705 members 
Mstep: Class 9 contains 145618 members 
Mstep: Class 10 contains 217494 members 
Mstep: Class 11 contains 190393 members 
Mstep: Class 12 contains 9552 members 
Mstep: Class 13 contains 10748 members 
Mstep: Class 15 contains 18762 members 
Mstep: Class 16 contains 158767 members 
Mstep: Class 17 contains 65732 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 36981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127893136.000000 Penalty: 41147.996094
Iteration 59Q: 19 clusters Score -1.278931e+08 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 161570 members 
Mstep: Class 2 contains 8300 members 
Mstep: Class 3 contains 103762 members 
Mstep: Class 4 contains 96118 members 
Mstep: Class 5 contains 3518 members 
Mstep: Class 6 contains 24750 members 
Mstep: Class 7 contains 3457 members 
Mstep: Class 8 contains 28752 members 
Mstep: Class 9 contains 145667 members 
Mstep: Class 10 contains 217921 members 
Mstep: Class 11 contains 188676 members 
Mstep: Class 12 contains 9628 members 
Mstep: Class 13 contains 10798 members 
Mstep: Class 15 contains 19452 members 
Mstep: Class 16 contains 158432 members 
Mstep: Class 17 contains 66000 members 
Mstep: Class 18 contains 2828 members 
Mstep: Class 19 contains 37186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127896936.000000 Penalty: 41147.996094
Iteration 60F: 19 clusters Score -1.278969e+08 nChanged 14511
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 160894 members 
Mstep: Class 2 contains 8222 members 
Mstep: Class 3 contains 101970 members 
Mstep: Class 4 contains 102240 members 
Mstep: Class 5 contains 3554 members 
Mstep: Class 6 contains 23492 members 
Mstep: Class 7 contains 3439 members 
Mstep: Class 8 contains 28746 members 
Mstep: Class 9 contains 145408 members 
Mstep: Class 10 contains 217976 members 
Mstep: Class 11 contains 184449 members 
Mstep: Class 12 contains 9859 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 15 contains 20952 members 
Mstep: Class 16 contains 157966 members 
Mstep: Class 17 contains 66246 members 
Mstep: Class 18 contains 2831 members 
Mstep: Class 19 contains 37738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127900944.000000 Penalty: 41147.996094
Iteration 61Q: 19 clusters Score -1.279009e+08 nChanged 15564
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 160449 members 
Mstep: Class 2 contains 8096 members 
Mstep: Class 3 contains 100129 members 
Mstep: Class 4 contains 108369 members 
Mstep: Class 5 contains 3597 members 
Mstep: Class 6 contains 22207 members 
Mstep: Class 7 contains 3426 members 
Mstep: Class 8 contains 28734 members 
Mstep: Class 9 contains 145229 members 
Mstep: Class 10 contains 218065 members 
Mstep: Class 11 contains 180020 members 
Mstep: Class 12 contains 10049 members 
Mstep: Class 13 contains 10871 members 
Mstep: Class 15 contains 22381 members 
Mstep: Class 16 contains 157638 members 
Mstep: Class 17 contains 66536 members 
Mstep: Class 18 contains 2838 members 
Mstep: Class 19 contains 38181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127904368.000000 Penalty: 41147.996094
Iteration 62Q: 19 clusters Score -1.279044e+08 nChanged 15837
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 160238 members 
Mstep: Class 2 contains 7936 members 
Mstep: Class 3 contains 98183 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 3405 members 
Mstep: Class 8 contains 28727 members 
Mstep: Class 9 contains 145081 members 
Mstep: Class 10 contains 218071 members 
Mstep: Class 11 contains 175715 members 
Mstep: Class 12 contains 10201 members 
Mstep: Class 13 contains 10916 members 
Mstep: Class 15 contains 23925 members 
Mstep: Class 16 contains 157288 members 
Mstep: Class 17 contains 66817 members 
Mstep: Class 18 contains 2854 members 
Mstep: Class 19 contains 38592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127908296.000000 Penalty: 41147.996094
Iteration 63Q: 19 clusters Score -1.279083e+08 nChanged 15423
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 160244 members 
Mstep: Class 2 contains 7789 members 
Mstep: Class 3 contains 96254 members 
Mstep: Class 4 contains 120166 members 
Mstep: Class 5 contains 3690 members 
Mstep: Class 6 contains 19527 members 
Mstep: Class 7 contains 3371 members 
Mstep: Class 8 contains 28721 members 
Mstep: Class 9 contains 145023 members 
Mstep: Class 10 contains 217877 members 
Mstep: Class 11 contains 171454 members 
Mstep: Class 12 contains 10343 members 
Mstep: Class 13 contains 10958 members 
Mstep: Class 15 contains 25535 members 
Mstep: Class 16 contains 157010 members 
Mstep: Class 17 contains 67071 members 
Mstep: Class 18 contains 2876 members 
Mstep: Class 19 contains 38906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127911384.000000 Penalty: 41147.996094
Iteration 64Q: 19 clusters Score -1.279114e+08 nChanged 15116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 160504 members 
Mstep: Class 2 contains 7636 members 
Mstep: Class 3 contains 94270 members 
Mstep: Class 4 contains 125751 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 18206 members 
Mstep: Class 7 contains 3345 members 
Mstep: Class 8 contains 28714 members 
Mstep: Class 9 contains 145034 members 
Mstep: Class 10 contains 217445 members 
Mstep: Class 11 contains 167325 members 
Mstep: Class 12 contains 10480 members 
Mstep: Class 13 contains 10990 members 
Mstep: Class 15 contains 27321 members 
Mstep: Class 16 contains 156694 members 
Mstep: Class 17 contains 67303 members 
Mstep: Class 18 contains 2895 members 
Mstep: Class 19 contains 39173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127914640.000000 Penalty: 41147.996094
Iteration 65Q: 19 clusters Score -1.279146e+08 nChanged 14758
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 160769 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 92285 members 
Mstep: Class 4 contains 131020 members 
Mstep: Class 5 contains 3773 members 
Mstep: Class 6 contains 16848 members 
Mstep: Class 7 contains 3319 members 
Mstep: Class 8 contains 28730 members 
Mstep: Class 9 contains 145166 members 
Mstep: Class 10 contains 216869 members 
Mstep: Class 11 contains 163310 members 
Mstep: Class 12 contains 10641 members 
Mstep: Class 13 contains 11019 members 
Mstep: Class 15 contains 29258 members 
Mstep: Class 16 contains 156491 members 
Mstep: Class 17 contains 67516 members 
Mstep: Class 18 contains 2935 members 
Mstep: Class 19 contains 39421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127917776.000000 Penalty: 41147.996094
Iteration 66Q: 19 clusters Score -1.279178e+08 nChanged 14251
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 160952 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 90335 members 
Mstep: Class 4 contains 136045 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 15445 members 
Mstep: Class 7 contains 3282 members 
Mstep: Class 8 contains 28770 members 
Mstep: Class 9 contains 145335 members 
Mstep: Class 10 contains 216180 members 
Mstep: Class 11 contains 159463 members 
Mstep: Class 12 contains 10809 members 
Mstep: Class 13 contains 11052 members 
Mstep: Class 15 contains 31355 members 
Mstep: Class 16 contains 156440 members 
Mstep: Class 17 contains 67658 members 
Mstep: Class 18 contains 2965 members 
Mstep: Class 19 contains 39628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920184.000000 Penalty: 41147.996094
Iteration 67Q: 19 clusters Score -1.279202e+08 nChanged 14145
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 161220 members 
Mstep: Class 2 contains 7129 members 
Mstep: Class 3 contains 88338 members 
Mstep: Class 4 contains 140943 members 
Mstep: Class 5 contains 3863 members 
Mstep: Class 6 contains 14111 members 
Mstep: Class 7 contains 3231 members 
Mstep: Class 8 contains 28811 members 
Mstep: Class 9 contains 145505 members 
Mstep: Class 10 contains 215396 members 
Mstep: Class 11 contains 155646 members 
Mstep: Class 12 contains 10966 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 15 contains 33683 members 
Mstep: Class 16 contains 156347 members 
Mstep: Class 17 contains 67752 members 
Mstep: Class 18 contains 2990 members 
Mstep: Class 19 contains 39786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923552.000000 Penalty: 41147.996094
Iteration 68Q: 19 clusters Score -1.279236e+08 nChanged 13915
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 161600 members 
Mstep: Class 2 contains 6989 members 
Mstep: Class 3 contains 86331 members 
Mstep: Class 4 contains 145511 members 
Mstep: Class 5 contains 3919 members 
Mstep: Class 6 contains 12835 members 
Mstep: Class 7 contains 3164 members 
Mstep: Class 8 contains 28829 members 
Mstep: Class 9 contains 145671 members 
Mstep: Class 10 contains 214533 members 
Mstep: Class 11 contains 152066 members 
Mstep: Class 12 contains 11081 members 
Mstep: Class 13 contains 11132 members 
Mstep: Class 15 contains 36185 members 
Mstep: Class 16 contains 156193 members 
Mstep: Class 17 contains 67800 members 
Mstep: Class 18 contains 3018 members 
Mstep: Class 19 contains 39958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127927544.000000 Penalty: 41147.996094
Iteration 69Q: 19 clusters Score -1.279275e+08 nChanged 14362
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 162334 members 
Mstep: Class 2 contains 6851 members 
Mstep: Class 3 contains 84346 members 
Mstep: Class 4 contains 150262 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 11644 members 
Mstep: Class 7 contains 3094 members 
Mstep: Class 8 contains 28860 members 
Mstep: Class 9 contains 145781 members 
Mstep: Class 10 contains 213463 members 
Mstep: Class 11 contains 147944 members 
Mstep: Class 12 contains 11152 members 
Mstep: Class 13 contains 11182 members 
Mstep: Class 15 contains 38874 members 
Mstep: Class 16 contains 156042 members 
Mstep: Class 17 contains 67839 members 
Mstep: Class 18 contains 3050 members 
Mstep: Class 19 contains 40117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127930464.000000 Penalty: 41147.996094
Iteration 70Q: 19 clusters Score -1.279305e+08 nChanged 16069
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 163419 members 
Mstep: Class 2 contains 6723 members 
Mstep: Class 3 contains 82464 members 
Mstep: Class 4 contains 155694 members 
Mstep: Class 5 contains 4036 members 
Mstep: Class 6 contains 10437 members 
Mstep: Class 7 contains 3019 members 
Mstep: Class 8 contains 28896 members 
Mstep: Class 9 contains 145949 members 
Mstep: Class 10 contains 212173 members 
Mstep: Class 11 contains 142659 members 
Mstep: Class 12 contains 11231 members 
Mstep: Class 13 contains 11261 members 
Mstep: Class 15 contains 41634 members 
Mstep: Class 16 contains 155974 members 
Mstep: Class 17 contains 67935 members 
Mstep: Class 18 contains 3068 members 
Mstep: Class 19 contains 40243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127932392.000000 Penalty: 41147.996094
Iteration 71Q: 19 clusters Score -1.279324e+08 nChanged 16428
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 164572 members 
Mstep: Class 2 contains 6585 members 
Mstep: Class 3 contains 80733 members 
Mstep: Class 4 contains 160944 members 
Mstep: Class 5 contains 4097 members 
Mstep: Class 6 contains 9358 members 
Mstep: Class 7 contains 2949 members 
Mstep: Class 8 contains 28925 members 
Mstep: Class 9 contains 146180 members 
Mstep: Class 10 contains 210845 members 
Mstep: Class 11 contains 137094 members 
Mstep: Class 12 contains 11283 members 
Mstep: Class 13 contains 11364 members 
Mstep: Class 15 contains 44497 members 
Mstep: Class 16 contains 155916 members 
Mstep: Class 17 contains 68013 members 
Mstep: Class 18 contains 3104 members 
Mstep: Class 19 contains 40355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127933072.000000 Penalty: 41147.996094
Iteration 72Q: 19 clusters Score -1.279331e+08 nChanged 17712
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 165938 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 79144 members 
Mstep: Class 4 contains 166735 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 8342 members 
Mstep: Class 7 contains 2871 members 
Mstep: Class 8 contains 28951 members 
Mstep: Class 9 contains 146492 members 
Mstep: Class 10 contains 209432 members 
Mstep: Class 11 contains 130451 members 
Mstep: Class 12 contains 11317 members 
Mstep: Class 13 contains 11484 members 
Mstep: Class 15 contains 47379 members 
Mstep: Class 16 contains 155923 members 
Mstep: Class 17 contains 68082 members 
Mstep: Class 18 contains 3136 members 
Mstep: Class 19 contains 40494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127933488.000000 Penalty: 41147.996094
Iteration 73Q: 19 clusters Score -1.279335e+08 nChanged 18383
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167274 members 
Mstep: Class 2 contains 6436 members 
Mstep: Class 3 contains 77677 members 
Mstep: Class 4 contains 172600 members 
Mstep: Class 5 contains 4194 members 
Mstep: Class 6 contains 7414 members 
Mstep: Class 7 contains 2803 members 
Mstep: Class 8 contains 28968 members 
Mstep: Class 9 contains 146785 members 
Mstep: Class 10 contains 208026 members 
Mstep: Class 11 contains 123234 members 
Mstep: Class 12 contains 11339 members 
Mstep: Class 13 contains 11610 members 
Mstep: Class 15 contains 50317 members 
Mstep: Class 16 contains 156137 members 
Mstep: Class 17 contains 68166 members 
Mstep: Class 18 contains 3180 members 
Mstep: Class 19 contains 40654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127933112.000000 Penalty: 41147.996094
Iteration 74Q: 19 clusters Score -1.279331e+08 nChanged 18247
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 168652 members 
Mstep: Class 2 contains 6404 members 
Mstep: Class 3 contains 76482 members 
Mstep: Class 4 contains 177664 members 
Mstep: Class 5 contains 4240 members 
Mstep: Class 6 contains 6601 members 
Mstep: Class 7 contains 2733 members 
Mstep: Class 8 contains 28987 members 
Mstep: Class 9 contains 147148 members 
Mstep: Class 10 contains 206617 members 
Mstep: Class 11 contains 116206 members 
Mstep: Class 12 contains 11347 members 
Mstep: Class 13 contains 11758 members 
Mstep: Class 15 contains 53242 members 
Mstep: Class 16 contains 156500 members 
Mstep: Class 17 contains 68202 members 
Mstep: Class 18 contains 3207 members 
Mstep: Class 19 contains 40823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127929680.000000 Penalty: 41147.996094
Iteration 75Q: 19 clusters Score -1.279297e+08 nChanged 16924
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 169870 members 
Mstep: Class 2 contains 6384 members 
Mstep: Class 3 contains 75545 members 
Mstep: Class 4 contains 180873 members 
Mstep: Class 5 contains 4283 members 
Mstep: Class 6 contains 5840 members 
Mstep: Class 7 contains 2676 members 
Mstep: Class 8 contains 29021 members 
Mstep: Class 9 contains 147595 members 
Mstep: Class 10 contains 205304 members 
Mstep: Class 11 contains 110339 members 
Mstep: Class 12 contains 11385 members 
Mstep: Class 13 contains 11919 members 
Mstep: Class 15 contains 56222 members 
Mstep: Class 16 contains 157086 members 
Mstep: Class 17 contains 68242 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 41007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127927568.000000 Penalty: 41147.996094
Iteration 76Q: 19 clusters Score -1.279276e+08 nChanged 14921
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170847 members 
Mstep: Class 2 contains 6377 members 
Mstep: Class 3 contains 74807 members 
Mstep: Class 4 contains 182196 members 
Mstep: Class 5 contains 4319 members 
Mstep: Class 6 contains 5157 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 29054 members 
Mstep: Class 9 contains 148106 members 
Mstep: Class 10 contains 204065 members 
Mstep: Class 11 contains 106081 members 
Mstep: Class 12 contains 11401 members 
Mstep: Class 13 contains 12101 members 
Mstep: Class 15 contains 59200 members 
Mstep: Class 16 contains 157824 members 
Mstep: Class 17 contains 68238 members 
Mstep: Class 18 contains 3227 members 
Mstep: Class 19 contains 41192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127925800.000000 Penalty: 41147.996094
Iteration 77Q: 19 clusters Score -1.279258e+08 nChanged 12851
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 171594 members 
Mstep: Class 2 contains 6375 members 
Mstep: Class 3 contains 74174 members 
Mstep: Class 4 contains 182474 members 
Mstep: Class 5 contains 4344 members 
Mstep: Class 6 contains 4550 members 
Mstep: Class 7 contains 2568 members 
Mstep: Class 8 contains 29090 members 
Mstep: Class 9 contains 148584 members 
Mstep: Class 10 contains 202971 members 
Mstep: Class 11 contains 102998 members 
Mstep: Class 12 contains 11411 members 
Mstep: Class 13 contains 12280 members 
Mstep: Class 15 contains 62019 members 
Mstep: Class 16 contains 158637 members 
Mstep: Class 17 contains 68180 members 
Mstep: Class 18 contains 3237 members 
Mstep: Class 19 contains 41327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127926016.000000 Penalty: 41147.996094
Iteration 78Q: 19 clusters Score -1.27926e+08 nChanged 11279
Entering ConstructFrom: 
Score: -127926016.000000 Penalty: 41147.996094
Entering ConstructFrom: 
Trying to split cluster 1 (172067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172067 members 
Entering Unmasked Estep 
Score: -17327978.000000 Penalty: 1959.041382
	Iteration 0F: 2 clusters Score -1.732798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86114 members 
Mstep: Class 2 contains 85953 members 
Entering Unmasked Estep 
Score: -17218254.000000 Penalty: 3918.082764
	Iteration 0F: 3 clusters Score -1.721825e+07 nChanged 83145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84913 members 
Mstep: Class 2 contains 87154 members 
Entering Unmasked Estep 
Score: -17266734.000000 Penalty: 3918.082764
	Iteration 1F: 3 clusters Score -1.726673e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83932 members 
Mstep: Class 2 contains 88135 members 
Entering Unmasked Estep 
Score: -17267468.000000 Penalty: 3918.082764
	Iteration 2Q: 3 clusters Score -1.726747e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82460 members 
Mstep: Class 2 contains 89607 members 
Entering Unmasked Estep 
Score: -17268190.000000 Penalty: 3918.082764
	Iteration 3Q: 3 clusters Score -1.726819e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80363 members 
Mstep: Class 2 contains 91704 members 
Entering Unmasked Estep 
Score: -17269258.000000 Penalty: 3918.082764
	Iteration 4Q: 3 clusters Score -1.726926e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77222 members 
Mstep: Class 2 contains 94845 members 
Entering Unmasked Estep 
Score: -17270756.000000 Penalty: 3918.082764
	Iteration 5Q: 3 clusters Score -1.727076e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 99241 members 
Entering Unmasked Estep 
Score: -17272884.000000 Penalty: 3918.082764
	Iteration 6Q: 3 clusters Score -1.727288e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66649 members 
Mstep: Class 2 contains 105418 members 
Entering Unmasked Estep 
Score: -17276078.000000 Penalty: 3918.082764
	Iteration 7Q: 3 clusters Score -1.727608e+07 nChanged 10010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 113722 members 
Entering Unmasked Estep 
Score: -17281924.000000 Penalty: 3918.082764
	Iteration 8F: 3 clusters Score -1.728192e+07 nChanged 12357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 124145 members 
Entering Unmasked Estep 
Score: -17290902.000000 Penalty: 3918.082764
	Iteration 9F: 3 clusters Score -1.72909e+07 nChanged 13290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 135121 members 
Entering Unmasked Estep 
Score: -17302144.000000 Penalty: 3918.082764
	Iteration 10F: 3 clusters Score -1.730214e+07 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 144535 members 
Entering Unmasked Estep 
Score: -17312672.000000 Penalty: 3918.082764
	Iteration 11F: 3 clusters Score -1.731267e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 150732 members 
Entering Unmasked Estep 
Score: -17320744.000000 Penalty: 3918.082764
	Iteration 12Q: 3 clusters Score -1.732074e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 154975 members 
Entering Unmasked Estep 
Score: -17325238.000000 Penalty: 3918.082764
	Iteration 13Q: 3 clusters Score -1.732524e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 157864 members 
Entering Unmasked Estep 
Score: -17327782.000000 Penalty: 3918.082764
	Iteration 14Q: 3 clusters Score -1.732778e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 159954 members 
Entering Unmasked Estep 
Score: -17328982.000000 Penalty: 3918.082764
	Iteration 15Q: 3 clusters Score -1.732898e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 161568 members 
Entering Unmasked Estep 
Score: -17329510.000000 Penalty: 3918.082764
	Iteration 16Q: 3 clusters Score -1.732951e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 162781 members 
Entering Unmasked Estep 
Score: -17329680.000000 Penalty: 3918.082764
	Iteration 17Q: 3 clusters Score -1.732968e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 163737 members 
Entering Unmasked Estep 
Score: -17329684.000000 Penalty: 3918.082764
	Iteration 18Q: 3 clusters Score -1.732968e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 164536 members 
Entering Unmasked Estep 
Score: -17329624.000000 Penalty: 3918.082764
	Iteration 19Q: 3 clusters Score -1.732962e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 165191 members 
Entering Unmasked Estep 
Score: -17329424.000000 Penalty: 3918.082764
	Iteration 20F: 3 clusters Score -1.732942e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 165765 members 
Entering Unmasked Estep 
Score: -17329258.000000 Penalty: 3918.082764
	Iteration 21Q: 3 clusters Score -1.732926e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 166315 members 
Entering Unmasked Estep 
Score: -17329148.000000 Penalty: 3918.082764
	Iteration 22Q: 3 clusters Score -1.732915e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 166795 members 
Entering Unmasked Estep 
Score: -17329010.000000 Penalty: 3918.082764
	Iteration 23Q: 3 clusters Score -1.732901e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 167235 members 
Entering Unmasked Estep 
Score: -17328800.000000 Penalty: 3918.082764
	Iteration 24Q: 3 clusters Score -1.73288e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 167618 members 
Entering Unmasked Estep 
Score: -17328674.000000 Penalty: 3918.082764
	Iteration 25Q: 3 clusters Score -1.732867e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 167947 members 
Entering Unmasked Estep 
Score: -17328576.000000 Penalty: 3918.082764
	Iteration 26Q: 3 clusters Score -1.732858e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 168255 members 
Entering Unmasked Estep 
Score: -17328422.000000 Penalty: 3918.082764
	Iteration 27Q: 3 clusters Score -1.732842e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 168506 members 
Entering Unmasked Estep 
Score: -17328364.000000 Penalty: 3918.082764
	Iteration 28Q: 3 clusters Score -1.732836e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 168748 members 
Entering Unmasked Estep 
Score: -17328280.000000 Penalty: 3918.082764
	Iteration 29Q: 3 clusters Score -1.732828e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 168931 members 
Entering Unmasked Estep 
Score: -17328232.000000 Penalty: 3918.082764
	Iteration 30Q: 3 clusters Score -1.732823e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 169115 members 
Entering Unmasked Estep 
Score: -17328200.000000 Penalty: 3918.082764
	Iteration 31Q: 3 clusters Score -1.73282e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 169277 members 
Entering Unmasked Estep 
Score: -17328148.000000 Penalty: 3918.082764
	Iteration 32Q: 3 clusters Score -1.732815e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 169412 members 
Entering Unmasked Estep 
Score: -17328054.000000 Penalty: 3918.082764
	Iteration 33Q: 3 clusters Score -1.732805e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 169519 members 
Entering Unmasked Estep 
Score: -17328008.000000 Penalty: 3918.082764
	Iteration 34Q: 3 clusters Score -1.732801e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 169629 members 
Entering Unmasked Estep 
Score: -17327952.000000 Penalty: 3918.082764
	Iteration 35Q: 3 clusters Score -1.732795e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 169739 members 
Entering Unmasked Estep 
Score: -17327880.000000 Penalty: 3918.082764
	Iteration 36Q: 3 clusters Score -1.732788e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 169839 members 
Entering Unmasked Estep 
Score: -17327852.000000 Penalty: 3918.082764
	Iteration 37Q: 3 clusters Score -1.732785e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 169920 members 
Entering Unmasked Estep 
Score: -17327840.000000 Penalty: 3918.082764
	Iteration 38Q: 3 clusters Score -1.732784e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 169981 members 
Entering Unmasked Estep 
Score: -17327782.000000 Penalty: 3918.082764
	Iteration 39Q: 3 clusters Score -1.732778e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 170040 members 
Entering Unmasked Estep 
Score: -17327760.000000 Penalty: 3918.082764
	Iteration 40F: 3 clusters Score -1.732776e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 170081 members 
Entering Unmasked Estep 
Score: -17327740.000000 Penalty: 3918.082764
	Iteration 41Q: 3 clusters Score -1.732774e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 170122 members 
Entering Unmasked Estep 
Score: -17327736.000000 Penalty: 3918.082764
	Iteration 42Q: 3 clusters Score -1.732774e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 170164 members 
Entering Unmasked Estep 
Score: -17327728.000000 Penalty: 3918.082764
	Iteration 43Q: 3 clusters Score -1.732773e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 170203 members 
Entering Unmasked Estep 
Score: -17327704.000000 Penalty: 3918.082764
	Iteration 44Q: 3 clusters Score -1.73277e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 170238 members 
Entering Unmasked Estep 
Score: -17327710.000000 Penalty: 3918.082764
	Iteration 45Q: 3 clusters Score -1.732771e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 170273 members 
Entering Unmasked Estep 
Score: -17327712.000000 Penalty: 3918.082764
	Iteration 46Q: 3 clusters Score -1.732771e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 170297 members 
Entering Unmasked Estep 
Score: -17327680.000000 Penalty: 3918.082764
	Iteration 47Q: 3 clusters Score -1.732768e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 170325 members 
Entering Unmasked Estep 
Score: -17327654.000000 Penalty: 3918.082764
	Iteration 48Q: 3 clusters Score -1.732765e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 170349 members 
Entering Unmasked Estep 
Score: -17327636.000000 Penalty: 3918.082764
	Iteration 49Q: 3 clusters Score -1.732764e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 170370 members 
Entering Unmasked Estep 
Score: -17327632.000000 Penalty: 3918.082764
	Iteration 50Q: 3 clusters Score -1.732763e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 170392 members 
Entering Unmasked Estep 
Score: -17327624.000000 Penalty: 3918.082764
	Iteration 51Q: 3 clusters Score -1.732762e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 170410 members 
Entering Unmasked Estep 
Score: -17327590.000000 Penalty: 3918.082764
	Iteration 52Q: 3 clusters Score -1.732759e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 170433 members 
Entering Unmasked Estep 
Score: -17327574.000000 Penalty: 3918.082764
	Iteration 53Q: 3 clusters Score -1.732757e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 170457 members 
Entering Unmasked Estep 
Score: -17327526.000000 Penalty: 3918.082764
	Iteration 54Q: 3 clusters Score -1.732753e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 170477 members 
Entering Unmasked Estep 
Score: -17327538.000000 Penalty: 3918.082764
	Iteration 55Q: 3 clusters Score -1.732754e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 170506 members 
Entering Unmasked Estep 
Score: -17327536.000000 Penalty: 3918.082764
	Iteration 56Q: 3 clusters Score -1.732754e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 170529 members 
Entering Unmasked Estep 
Score: -17327516.000000 Penalty: 3918.082764
	Iteration 57Q: 3 clusters Score -1.732752e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 170553 members 
Entering Unmasked Estep 
Score: -17327492.000000 Penalty: 3918.082764
	Iteration 58Q: 3 clusters Score -1.732749e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 170580 members 
Entering Unmasked Estep 
Score: -17327462.000000 Penalty: 3918.082764
	Iteration 59Q: 3 clusters Score -1.732746e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 170606 members 
Entering Unmasked Estep 
Score: -17327450.000000 Penalty: 3918.082764
	Iteration 60F: 3 clusters Score -1.732745e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 170633 members 
Entering Unmasked Estep 
Score: -17327414.000000 Penalty: 3918.082764
	Iteration 61Q: 3 clusters Score -1.732741e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 170665 members 
Entering Unmasked Estep 
Score: -17327394.000000 Penalty: 3918.082764
	Iteration 62Q: 3 clusters Score -1.732739e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 170693 members 
Entering Unmasked Estep 
Score: -17327372.000000 Penalty: 3918.082764
	Iteration 63Q: 3 clusters Score -1.732737e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 170720 members 
Entering Unmasked Estep 
Score: -17327350.000000 Penalty: 3918.082764
	Iteration 64Q: 3 clusters Score -1.732735e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 170743 members 
Entering Unmasked Estep 
Score: -17327344.000000 Penalty: 3918.082764
	Iteration 65Q: 3 clusters Score -1.732734e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 170766 members 
Entering Unmasked Estep 
Score: -17327334.000000 Penalty: 3918.082764
	Iteration 66Q: 3 clusters Score -1.732733e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 170781 members 
Entering Unmasked Estep 
Score: -17327346.000000 Penalty: 3918.082764
	Iteration 67Q: 3 clusters Score -1.732735e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 170801 members 
Entering Unmasked Estep 
Score: -17327364.000000 Penalty: 3918.082764
	Iteration 68Q: 3 clusters Score -1.732736e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 170820 members 
Entering Unmasked Estep 
Score: -17327350.000000 Penalty: 3918.082764
	Iteration 69Q: 3 clusters Score -1.732735e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 170839 members 
Entering Unmasked Estep 
Score: -17327338.000000 Penalty: 3918.082764
	Iteration 70Q: 3 clusters Score -1.732734e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 170858 members 
Entering Unmasked Estep 
Score: -17327318.000000 Penalty: 3918.082764
	Iteration 71Q: 3 clusters Score -1.732732e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 170875 members 
Entering Unmasked Estep 
Score: -17327316.000000 Penalty: 3918.082764
	Iteration 72Q: 3 clusters Score -1.732732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 170887 members 
Entering Unmasked Estep 
Score: -17327310.000000 Penalty: 3918.082764
	Iteration 73Q: 3 clusters Score -1.732731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 170899 members 
Entering Unmasked Estep 
Score: -17327308.000000 Penalty: 3918.082764
	Iteration 74Q: 3 clusters Score -1.732731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 170907 members 
Entering Unmasked Estep 
Score: -17327318.000000 Penalty: 3918.082764
	Iteration 75Q: 3 clusters Score -1.732732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 170918 members 
Entering Unmasked Estep 
Score: -17327334.000000 Penalty: 3918.082764
	Iteration 76Q: 3 clusters Score -1.732733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 170924 members 
Entering Unmasked Estep 
Score: -17327318.000000 Penalty: 3918.082764
	Iteration 77Q: 3 clusters Score -1.732732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 170930 members 
Entering Unmasked Estep 
Score: -17327324.000000 Penalty: 3918.082764
	Iteration 78Q: 3 clusters Score -1.732732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 170932 members 
Entering Unmasked Estep 
Score: -17327330.000000 Penalty: 3918.082764
	Iteration 79Q: 3 clusters Score -1.732733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 170935 members 
Entering Unmasked Estep 
Score: -17327322.000000 Penalty: 3918.082764
	Iteration 80F: 3 clusters Score -1.732732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 170936 members 
Entering Unmasked Estep 
Score: -17327316.000000 Penalty: 3918.082764
	Iteration 81Q: 3 clusters Score -1.732732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 170938 members 
Entering Unmasked Estep 
Score: -17327310.000000 Penalty: 3918.082764
	Iteration 82Q: 3 clusters Score -1.732731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 170938 members 
Entering Unmasked Estep 
Score: -17327310.000000 Penalty: 3918.082764
	Iteration 83F: 3 clusters Score -1.732731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Entering Unmasked Estep 
Score: -645372.562500 Penalty: 1422.935303
	Iteration 0F: 2 clusters Score -645372.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -640546.562500 Penalty: 2845.870605
	Iteration 0F: 3 clusters Score -640546.6 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -641900.500000 Penalty: 2845.870605
	Iteration 1F: 3 clusters Score -641900.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -642101.250000 Penalty: 2845.870605
	Iteration 2F: 3 clusters Score -642101.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -642256.812500 Penalty: 2845.870605
	Iteration 3F: 3 clusters Score -642256.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -642391.500000 Penalty: 2845.870605
	Iteration 4Q: 3 clusters Score -642391.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -642546.437500 Penalty: 2845.870605
	Iteration 5Q: 3 clusters Score -642546.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -642697.625000 Penalty: 2845.870605
	Iteration 6Q: 3 clusters Score -642697.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -642848.375000 Penalty: 2845.870605
	Iteration 7Q: 3 clusters Score -642848.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -643013.375000 Penalty: 2845.870605
	Iteration 8Q: 3 clusters Score -643013.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -643192.500000 Penalty: 2845.870605
	Iteration 9Q: 3 clusters Score -643192.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -643360.812500 Penalty: 2845.870605
	Iteration 10Q: 3 clusters Score -643360.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -643522.687500 Penalty: 2845.870605
	Iteration 11Q: 3 clusters Score -643522.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -643672.937500 Penalty: 2845.870605
	Iteration 12Q: 3 clusters Score -643672.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -643776.875000 Penalty: 2845.870605
	Iteration 13Q: 3 clusters Score -643776.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -643883.312500 Penalty: 2845.870605
	Iteration 14Q: 3 clusters Score -643883.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -643973.437500 Penalty: 2845.870605
	Iteration 15Q: 3 clusters Score -643973.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -644050.062500 Penalty: 2845.870605
	Iteration 16Q: 3 clusters Score -644050.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -644111.625000 Penalty: 2845.870605
	Iteration 17Q: 3 clusters Score -644111.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -644149.937500 Penalty: 2845.870605
	Iteration 18Q: 3 clusters Score -644149.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -644172.250000 Penalty: 2845.870605
	Iteration 19Q: 3 clusters Score -644172.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -644190.375000 Penalty: 2845.870605
	Iteration 20F: 3 clusters Score -644190.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -644204.250000 Penalty: 2845.870605
	Iteration 21Q: 3 clusters Score -644204.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -644211.125000 Penalty: 2845.870605
	Iteration 22Q: 3 clusters Score -644211.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -644215.437500 Penalty: 2845.870605
	Iteration 23Q: 3 clusters Score -644215.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -644220.062500 Penalty: 2845.870605
	Iteration 24Q: 3 clusters Score -644220.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -644225.062500 Penalty: 2845.870605
	Iteration 25Q: 3 clusters Score -644225.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -644227.187500 Penalty: 2845.870605
	Iteration 26Q: 3 clusters Score -644227.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -644228.625000 Penalty: 2845.870605
	Iteration 27Q: 3 clusters Score -644228.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -644229.187500 Penalty: 2845.870605
	Iteration 28Q: 3 clusters Score -644229.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -644230.812500 Penalty: 2845.870605
	Iteration 29Q: 3 clusters Score -644230.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -644231.875000 Penalty: 2845.870605
	Iteration 30Q: 3 clusters Score -644231.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -644233.437500 Penalty: 2845.870605
	Iteration 31Q: 3 clusters Score -644233.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -644234.375000 Penalty: 2845.870605
	Iteration 32Q: 3 clusters Score -644234.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -644234.875000 Penalty: 2845.870605
	Iteration 33Q: 3 clusters Score -644234.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -644234.875000 Penalty: 2845.870605
	Iteration 34F: 3 clusters Score -644234.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (73650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73650 members 
Entering Unmasked Estep 
Score: -7483158.500000 Penalty: 1821.150513
	Iteration 0F: 2 clusters Score -7483158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -7433831.000000 Penalty: 3642.301025
	Iteration 0F: 3 clusters Score -7433831 nChanged 34909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -7454224.000000 Penalty: 3642.301025
	Iteration 1F: 3 clusters Score -7454224 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -7455205.500000 Penalty: 3642.301025
	Iteration 2Q: 3 clusters Score -7455206 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -7456681.000000 Penalty: 3642.301025
	Iteration 3Q: 3 clusters Score -7456681 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -7458987.000000 Penalty: 3642.301025
	Iteration 4F: 3 clusters Score -7458987 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 53587 members 
Entering Unmasked Estep 
Score: -7462771.500000 Penalty: 3642.301025
	Iteration 5F: 3 clusters Score -7462772 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 59543 members 
Entering Unmasked Estep 
Score: -7468121.000000 Penalty: 3642.301025
	Iteration 6F: 3 clusters Score -7468121 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 65251 members 
Entering Unmasked Estep 
Score: -7473639.500000 Penalty: 3642.301025
	Iteration 7F: 3 clusters Score -7473640 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 69434 members 
Entering Unmasked Estep 
Score: -7477665.500000 Penalty: 3642.301025
	Iteration 8F: 3 clusters Score -7477666 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 71792 members 
Entering Unmasked Estep 
Score: -7479898.500000 Penalty: 3642.301025
	Iteration 9Q: 3 clusters Score -7479898 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
Score: -7480876.000000 Penalty: 3642.301025
	Iteration 10Q: 3 clusters Score -7480876 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 73244 members 
Entering Unmasked Estep 
Score: -7481198.500000 Penalty: 3642.301025
	Iteration 11Q: 3 clusters Score -7481198 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 73382 members 
Entering Unmasked Estep 
Score: -7481379.000000 Penalty: 3642.301025
	Iteration 12Q: 3 clusters Score -7481379 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 73421 members 
Entering Unmasked Estep 
Score: -7481426.000000 Penalty: 3642.301025
	Iteration 13Q: 3 clusters Score -7481426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 73435 members 
Entering Unmasked Estep 
Score: -7481459.500000 Penalty: 3642.301025
	Iteration 14Q: 3 clusters Score -7481460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 73445 members 
Entering Unmasked Estep 
Score: -7481485.000000 Penalty: 3642.301025
	Iteration 15Q: 3 clusters Score -7481485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 73453 members 
Entering Unmasked Estep 
Score: -7481505.500000 Penalty: 3642.301025
	Iteration 16Q: 3 clusters Score -7481506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 73459 members 
Entering Unmasked Estep 
Score: -7481513.500000 Penalty: 3642.301025
	Iteration 17Q: 3 clusters Score -7481514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 73464 members 
Entering Unmasked Estep 
Score: -7481524.000000 Penalty: 3642.301025
	Iteration 18Q: 3 clusters Score -7481524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 73465 members 
Entering Unmasked Estep 
Score: -7481530.000000 Penalty: 3642.301025
	Iteration 19Q: 3 clusters Score -7481530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 73467 members 
Entering Unmasked Estep 
Score: -7481525.000000 Penalty: 3642.301025
	Iteration 20F: 3 clusters Score -7481525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 73471 members 
Entering Unmasked Estep 
Score: -7481537.500000 Penalty: 3642.301025
	Iteration 21Q: 3 clusters Score -7481538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 73471 members 
Entering Unmasked Estep 
Score: -7481543.000000 Penalty: 3642.301025
	Iteration 22Q: 3 clusters Score -7481543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 73472 members 
Entering Unmasked Estep 
Score: -7481541.000000 Penalty: 3642.301025
	Iteration 23Q: 3 clusters Score -7481541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 73472 members 
Entering Unmasked Estep 
Score: -7481541.000000 Penalty: 3642.301025
	Iteration 24F: 3 clusters Score -7481541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (182317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182317 members 
Entering Unmasked Estep 
Score: -18735346.000000 Penalty: 1968.444214
	Iteration 0F: 2 clusters Score -1.873535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90942 members 
Mstep: Class 2 contains 91375 members 
Entering Unmasked Estep 
Score: -18631888.000000 Penalty: 3936.888428
	Iteration 0F: 3 clusters Score -1.863189e+07 nChanged 88392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 95165 members 
Entering Unmasked Estep 
Score: -18684112.000000 Penalty: 3936.888428
	Iteration 1F: 3 clusters Score -1.868411e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84620 members 
Mstep: Class 2 contains 97697 members 
Entering Unmasked Estep 
Score: -18684882.000000 Penalty: 3936.888428
	Iteration 2Q: 3 clusters Score -1.868488e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80709 members 
Mstep: Class 2 contains 101608 members 
Entering Unmasked Estep 
Score: -18686114.000000 Penalty: 3936.888428
	Iteration 3Q: 3 clusters Score -1.868611e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74793 members 
Mstep: Class 2 contains 107524 members 
Entering Unmasked Estep 
Score: -18688320.000000 Penalty: 3936.888428
	Iteration 4Q: 3 clusters Score -1.868832e+07 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 116402 members 
Entering Unmasked Estep 
Score: -18692164.000000 Penalty: 3936.888428
	Iteration 5F: 3 clusters Score -1.869216e+07 nChanged 12765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 129111 members 
Entering Unmasked Estep 
Score: -18699834.000000 Penalty: 3936.888428
	Iteration 6F: 3 clusters Score -1.869983e+07 nChanged 16366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 145465 members 
Entering Unmasked Estep 
Score: -18712728.000000 Penalty: 3936.888428
	Iteration 7F: 3 clusters Score -1.871273e+07 nChanged 16882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 162345 members 
Entering Unmasked Estep 
Score: -18724710.000000 Penalty: 3936.888428
	Iteration 8F: 3 clusters Score -1.872471e+07 nChanged 11524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 173869 members 
Entering Unmasked Estep 
Score: -18730400.000000 Penalty: 3936.888428
	Iteration 9F: 3 clusters Score -1.87304e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 179044 members 
Entering Unmasked Estep 
Score: -18732168.000000 Penalty: 3936.888428
	Iteration 10Q: 3 clusters Score -1.873217e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 180939 members 
Entering Unmasked Estep 
Score: -18732894.000000 Penalty: 3936.888428
	Iteration 11Q: 3 clusters Score -1.873289e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 181576 members 
Entering Unmasked Estep 
Score: -18733302.000000 Penalty: 3936.888428
	Iteration 12Q: 3 clusters Score -1.87333e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 181804 members 
Entering Unmasked Estep 
Score: -18733454.000000 Penalty: 3936.888428
	Iteration 13Q: 3 clusters Score -1.873345e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 181895 members 
Entering Unmasked Estep 
Score: -18733530.000000 Penalty: 3936.888428
	Iteration 14Q: 3 clusters Score -1.873353e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 181941 members 
Entering Unmasked Estep 
Score: -18733576.000000 Penalty: 3936.888428
	Iteration 15Q: 3 clusters Score -1.873358e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 181961 members 
Entering Unmasked Estep 
Score: -18733616.000000 Penalty: 3936.888428
	Iteration 16Q: 3 clusters Score -1.873362e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 181964 members 
Entering Unmasked Estep 
Score: -18733620.000000 Penalty: 3936.888428
	Iteration 17Q: 3 clusters Score -1.873362e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 181969 members 
Entering Unmasked Estep 
Score: -18733650.000000 Penalty: 3936.888428
	Iteration 18Q: 3 clusters Score -1.873365e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 181973 members 
Entering Unmasked Estep 
Score: -18733658.000000 Penalty: 3936.888428
	Iteration 19Q: 3 clusters Score -1.873366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 181969 members 
Entering Unmasked Estep 
Score: -18733670.000000 Penalty: 3936.888428
	Iteration 20F: 3 clusters Score -1.873367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 181967 members 
Entering Unmasked Estep 
Score: -18733700.000000 Penalty: 3936.888428
	Iteration 21Q: 3 clusters Score -1.87337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 181966 members 
Entering Unmasked Estep 
Score: -18733698.000000 Penalty: 3936.888428
	Iteration 22Q: 3 clusters Score -1.87337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 181969 members 
Entering Unmasked Estep 
Score: -18733702.000000 Penalty: 3936.888428
	Iteration 23Q: 3 clusters Score -1.87337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 181973 members 
Entering Unmasked Estep 
Score: -18733702.000000 Penalty: 3936.888428
	Iteration 24Q: 3 clusters Score -1.87337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 181975 members 
Entering Unmasked Estep 
Score: -18733706.000000 Penalty: 3936.888428
	Iteration 25Q: 3 clusters Score -1.873371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 181977 members 
Entering Unmasked Estep 
Score: -18733706.000000 Penalty: 3936.888428
	Iteration 26Q: 3 clusters Score -1.873371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 181977 members 
Entering Unmasked Estep 
Score: -18733706.000000 Penalty: 3936.888428
	Iteration 27F: 3 clusters Score -1.873371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -408130.968750 Penalty: 1361.824219
	Iteration 0F: 2 clusters Score -408131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -404607.562500 Penalty: 2723.648438
	Iteration 0F: 3 clusters Score -404607.6 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -405578.656250 Penalty: 2723.648438
	Iteration 1F: 3 clusters Score -405578.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -405777.343750 Penalty: 2723.648438
	Iteration 2F: 3 clusters Score -405777.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -405952.468750 Penalty: 2723.648438
	Iteration 3F: 3 clusters Score -405952.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -406201.062500 Penalty: 2723.648438
	Iteration 4F: 3 clusters Score -406201.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -406678.656250 Penalty: 2723.648438
	Iteration 5F: 3 clusters Score -406678.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -407232.687500 Penalty: 2723.648438
	Iteration 6F: 3 clusters Score -407232.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -407626.687500 Penalty: 2723.648438
	Iteration 7F: 3 clusters Score -407626.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -407856.812500 Penalty: 2723.648438
	Iteration 8F: 3 clusters Score -407856.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -407967.843750 Penalty: 2723.648438
	Iteration 9Q: 3 clusters Score -407967.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -408027.687500 Penalty: 2723.648438
	Iteration 10Q: 3 clusters Score -408027.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -408057.281250 Penalty: 2723.648438
	Iteration 11Q: 3 clusters Score -408057.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -408074.781250 Penalty: 2723.648438
	Iteration 12Q: 3 clusters Score -408074.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -408089.906250 Penalty: 2723.648438
	Iteration 13Q: 3 clusters Score -408089.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -408100.343750 Penalty: 2723.648438
	Iteration 14Q: 3 clusters Score -408100.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -408109.718750 Penalty: 2723.648438
	Iteration 15Q: 3 clusters Score -408109.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -408115.281250 Penalty: 2723.648438
	Iteration 16Q: 3 clusters Score -408115.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -408118.906250 Penalty: 2723.648438
	Iteration 17Q: 3 clusters Score -408118.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -408122.093750 Penalty: 2723.648438
	Iteration 18Q: 3 clusters Score -408122.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -408125.125000 Penalty: 2723.648438
	Iteration 19Q: 3 clusters Score -408125.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -408127.156250 Penalty: 2723.648438
	Iteration 20F: 3 clusters Score -408127.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -408127.875000 Penalty: 2723.648438
	Iteration 21Q: 3 clusters Score -408127.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -408128.406250 Penalty: 2723.648438
	Iteration 22Q: 3 clusters Score -408128.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -408128.843750 Penalty: 2723.648438
	Iteration 23Q: 3 clusters Score -408128.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -408128.843750 Penalty: 2723.648438
	Iteration 24F: 3 clusters Score -408128.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -419931.468750 Penalty: 1346.846069
	Iteration 0F: 2 clusters Score -419931.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -416548.062500 Penalty: 2693.692139
	Iteration 0F: 3 clusters Score -416548.1 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -417422.593750 Penalty: 2693.692139
	Iteration 1F: 3 clusters Score -417422.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -417586.531250 Penalty: 2693.692139
	Iteration 2F: 3 clusters Score -417586.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -417678.281250 Penalty: 2693.692139
	Iteration 3Q: 3 clusters Score -417678.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -417736.125000 Penalty: 2693.692139
	Iteration 4Q: 3 clusters Score -417736.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -417770.031250 Penalty: 2693.692139
	Iteration 5Q: 3 clusters Score -417770 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -417793.218750 Penalty: 2693.692139
	Iteration 6Q: 3 clusters Score -417793.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -417808.531250 Penalty: 2693.692139
	Iteration 7Q: 3 clusters Score -417808.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -417828.656250 Penalty: 2693.692139
	Iteration 8Q: 3 clusters Score -417828.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -417845.125000 Penalty: 2693.692139
	Iteration 9Q: 3 clusters Score -417845.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -417857.718750 Penalty: 2693.692139
	Iteration 10Q: 3 clusters Score -417857.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -417868.125000 Penalty: 2693.692139
	Iteration 11Q: 3 clusters Score -417868.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -417876.750000 Penalty: 2693.692139
	Iteration 12Q: 3 clusters Score -417876.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -417886.031250 Penalty: 2693.692139
	Iteration 13Q: 3 clusters Score -417886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -417895.062500 Penalty: 2693.692139
	Iteration 14Q: 3 clusters Score -417895.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -417904.000000 Penalty: 2693.692139
	Iteration 15Q: 3 clusters Score -417904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -417912.562500 Penalty: 2693.692139
	Iteration 16Q: 3 clusters Score -417912.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -417920.968750 Penalty: 2693.692139
	Iteration 17Q: 3 clusters Score -417921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -417927.906250 Penalty: 2693.692139
	Iteration 18Q: 3 clusters Score -417927.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -417932.437500 Penalty: 2693.692139
	Iteration 19Q: 3 clusters Score -417932.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -417937.031250 Penalty: 2693.692139
	Iteration 20F: 3 clusters Score -417937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -417944.656250 Penalty: 2693.692139
	Iteration 21Q: 3 clusters Score -417944.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -417952.093750 Penalty: 2693.692139
	Iteration 22Q: 3 clusters Score -417952.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -417958.906250 Penalty: 2693.692139
	Iteration 23Q: 3 clusters Score -417958.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -417964.343750 Penalty: 2693.692139
	Iteration 24Q: 3 clusters Score -417964.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -417968.281250 Penalty: 2693.692139
	Iteration 25Q: 3 clusters Score -417968.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -417973.531250 Penalty: 2693.692139
	Iteration 26Q: 3 clusters Score -417973.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -417977.625000 Penalty: 2693.692139
	Iteration 27Q: 3 clusters Score -417977.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -417983.000000 Penalty: 2693.692139
	Iteration 28Q: 3 clusters Score -417983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -417988.312500 Penalty: 2693.692139
	Iteration 29Q: 3 clusters Score -417988.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -417998.000000 Penalty: 2693.692139
	Iteration 30Q: 3 clusters Score -417998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -418006.281250 Penalty: 2693.692139
	Iteration 31Q: 3 clusters Score -418006.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -418011.750000 Penalty: 2693.692139
	Iteration 32Q: 3 clusters Score -418011.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -418015.218750 Penalty: 2693.692139
	Iteration 33Q: 3 clusters Score -418015.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -418016.750000 Penalty: 2693.692139
	Iteration 34Q: 3 clusters Score -418016.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -418019.843750 Penalty: 2693.692139
	Iteration 35Q: 3 clusters Score -418019.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -418022.750000 Penalty: 2693.692139
	Iteration 36Q: 3 clusters Score -418022.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -418029.937500 Penalty: 2693.692139
	Iteration 37Q: 3 clusters Score -418029.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -418034.750000 Penalty: 2693.692139
	Iteration 38Q: 3 clusters Score -418034.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -418042.812500 Penalty: 2693.692139
	Iteration 39Q: 3 clusters Score -418042.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -418048.187500 Penalty: 2693.692139
	Iteration 40F: 3 clusters Score -418048.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -418051.468750 Penalty: 2693.692139
	Iteration 41Q: 3 clusters Score -418051.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -418056.218750 Penalty: 2693.692139
	Iteration 42Q: 3 clusters Score -418056.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -418059.531250 Penalty: 2693.692139
	Iteration 43Q: 3 clusters Score -418059.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -418063.718750 Penalty: 2693.692139
	Iteration 44Q: 3 clusters Score -418063.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -418066.437500 Penalty: 2693.692139
	Iteration 45Q: 3 clusters Score -418066.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -418071.875000 Penalty: 2693.692139
	Iteration 46Q: 3 clusters Score -418071.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -418075.250000 Penalty: 2693.692139
	Iteration 47Q: 3 clusters Score -418075.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -418079.312500 Penalty: 2693.692139
	Iteration 48Q: 3 clusters Score -418079.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -418084.375000 Penalty: 2693.692139
	Iteration 49Q: 3 clusters Score -418084.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -418092.218750 Penalty: 2693.692139
	Iteration 50Q: 3 clusters Score -418092.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -418098.656250 Penalty: 2693.692139
	Iteration 51Q: 3 clusters Score -418098.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -418108.062500 Penalty: 2693.692139
	Iteration 52Q: 3 clusters Score -418108.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -418122.968750 Penalty: 2693.692139
	Iteration 53Q: 3 clusters Score -418123 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -418140.468750 Penalty: 2693.692139
	Iteration 54Q: 3 clusters Score -418140.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -418156.718750 Penalty: 2693.692139
	Iteration 55Q: 3 clusters Score -418156.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -418177.406250 Penalty: 2693.692139
	Iteration 56Q: 3 clusters Score -418177.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -418194.000000 Penalty: 2693.692139
	Iteration 57Q: 3 clusters Score -418194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -418210.531250 Penalty: 2693.692139
	Iteration 58Q: 3 clusters Score -418210.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -418225.437500 Penalty: 2693.692139
	Iteration 59Q: 3 clusters Score -418225.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -418246.125000 Penalty: 2693.692139
	Iteration 60F: 3 clusters Score -418246.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -418268.781250 Penalty: 2693.692139
	Iteration 61Q: 3 clusters Score -418268.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -418290.343750 Penalty: 2693.692139
	Iteration 62Q: 3 clusters Score -418290.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -418313.406250 Penalty: 2693.692139
	Iteration 63Q: 3 clusters Score -418313.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -418342.968750 Penalty: 2693.692139
	Iteration 64Q: 3 clusters Score -418343 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -418372.093750 Penalty: 2693.692139
	Iteration 65Q: 3 clusters Score -418372.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -418402.468750 Penalty: 2693.692139
	Iteration 66Q: 3 clusters Score -418402.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -418428.562500 Penalty: 2693.692139
	Iteration 67Q: 3 clusters Score -418428.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -418451.718750 Penalty: 2693.692139
	Iteration 68Q: 3 clusters Score -418451.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -418476.937500 Penalty: 2693.692139
	Iteration 69Q: 3 clusters Score -418476.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -418498.968750 Penalty: 2693.692139
	Iteration 70Q: 3 clusters Score -418499 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -418521.187500 Penalty: 2693.692139
	Iteration 71Q: 3 clusters Score -418521.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -418550.843750 Penalty: 2693.692139
	Iteration 72Q: 3 clusters Score -418550.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -418574.531250 Penalty: 2693.692139
	Iteration 73Q: 3 clusters Score -418574.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -418598.312500 Penalty: 2693.692139
	Iteration 74Q: 3 clusters Score -418598.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -418620.500000 Penalty: 2693.692139
	Iteration 75Q: 3 clusters Score -418620.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -418637.375000 Penalty: 2693.692139
	Iteration 76Q: 3 clusters Score -418637.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -418649.218750 Penalty: 2693.692139
	Iteration 77Q: 3 clusters Score -418649.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -418655.468750 Penalty: 2693.692139
	Iteration 78Q: 3 clusters Score -418655.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -418659.281250 Penalty: 2693.692139
	Iteration 79Q: 3 clusters Score -418659.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -418663.343750 Penalty: 2693.692139
	Iteration 80F: 3 clusters Score -418663.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -418665.375000 Penalty: 2693.692139
	Iteration 81Q: 3 clusters Score -418665.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -418668.093750 Penalty: 2693.692139
	Iteration 82Q: 3 clusters Score -418668.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -418673.531250 Penalty: 2693.692139
	Iteration 83Q: 3 clusters Score -418673.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -418677.218750 Penalty: 2693.692139
	Iteration 84Q: 3 clusters Score -418677.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -418681.468750 Penalty: 2693.692139
	Iteration 85Q: 3 clusters Score -418681.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -418685.187500 Penalty: 2693.692139
	Iteration 86Q: 3 clusters Score -418685.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -418687.687500 Penalty: 2693.692139
	Iteration 87Q: 3 clusters Score -418687.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -418691.187500 Penalty: 2693.692139
	Iteration 88Q: 3 clusters Score -418691.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -418692.625000 Penalty: 2693.692139
	Iteration 89Q: 3 clusters Score -418692.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -418695.562500 Penalty: 2693.692139
	Iteration 90Q: 3 clusters Score -418695.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -418697.031250 Penalty: 2693.692139
	Iteration 91Q: 3 clusters Score -418697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -418699.843750 Penalty: 2693.692139
	Iteration 92Q: 3 clusters Score -418699.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -418699.843750 Penalty: 2693.692139
	Iteration 93F: 3 clusters Score -418699.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Entering Unmasked Estep 
Score: -256291.578125 Penalty: 1272.185669
	Iteration 0F: 2 clusters Score -256291.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -253849.484375 Penalty: 2544.371338
	Iteration 0F: 3 clusters Score -253849.5 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -254357.562500 Penalty: 2544.371338
	Iteration 1F: 3 clusters Score -254357.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -254481.343750 Penalty: 2544.371338
	Iteration 2F: 3 clusters Score -254481.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -254552.281250 Penalty: 2544.371338
	Iteration 3Q: 3 clusters Score -254552.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -254594.781250 Penalty: 2544.371338
	Iteration 4Q: 3 clusters Score -254594.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -254634.640625 Penalty: 2544.371338
	Iteration 5Q: 3 clusters Score -254634.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -254667.734375 Penalty: 2544.371338
	Iteration 6Q: 3 clusters Score -254667.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -254691.906250 Penalty: 2544.371338
	Iteration 7Q: 3 clusters Score -254691.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -254706.031250 Penalty: 2544.371338
	Iteration 8Q: 3 clusters Score -254706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -254725.203125 Penalty: 2544.371338
	Iteration 9Q: 3 clusters Score -254725.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -254744.218750 Penalty: 2544.371338
	Iteration 10Q: 3 clusters Score -254744.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -254764.625000 Penalty: 2544.371338
	Iteration 11Q: 3 clusters Score -254764.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -254786.343750 Penalty: 2544.371338
	Iteration 12Q: 3 clusters Score -254786.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -254807.000000 Penalty: 2544.371338
	Iteration 13Q: 3 clusters Score -254807 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -254831.234375 Penalty: 2544.371338
	Iteration 14Q: 3 clusters Score -254831.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -254855.578125 Penalty: 2544.371338
	Iteration 15Q: 3 clusters Score -254855.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -254893.281250 Penalty: 2544.371338
	Iteration 16Q: 3 clusters Score -254893.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -254934.812500 Penalty: 2544.371338
	Iteration 17Q: 3 clusters Score -254934.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -254971.296875 Penalty: 2544.371338
	Iteration 18Q: 3 clusters Score -254971.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -255006.046875 Penalty: 2544.371338
	Iteration 19Q: 3 clusters Score -255006 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -255052.312500 Penalty: 2544.371338
	Iteration 20F: 3 clusters Score -255052.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -255101.296875 Penalty: 2544.371338
	Iteration 21Q: 3 clusters Score -255101.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -255140.296875 Penalty: 2544.371338
	Iteration 22Q: 3 clusters Score -255140.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -255177.343750 Penalty: 2544.371338
	Iteration 23Q: 3 clusters Score -255177.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -255203.468750 Penalty: 2544.371338
	Iteration 24Q: 3 clusters Score -255203.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -255226.734375 Penalty: 2544.371338
	Iteration 25Q: 3 clusters Score -255226.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -255252.640625 Penalty: 2544.371338
	Iteration 26Q: 3 clusters Score -255252.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -255271.453125 Penalty: 2544.371338
	Iteration 27Q: 3 clusters Score -255271.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -255285.609375 Penalty: 2544.371338
	Iteration 28Q: 3 clusters Score -255285.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -255297.062500 Penalty: 2544.371338
	Iteration 29Q: 3 clusters Score -255297.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -255307.015625 Penalty: 2544.371338
	Iteration 30Q: 3 clusters Score -255307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -255310.984375 Penalty: 2544.371338
	Iteration 31Q: 3 clusters Score -255311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -255314.812500 Penalty: 2544.371338
	Iteration 32Q: 3 clusters Score -255314.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -255317.656250 Penalty: 2544.371338
	Iteration 33Q: 3 clusters Score -255317.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -255317.656250 Penalty: 2544.371338
	Iteration 34F: 3 clusters Score -255317.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Entering Unmasked Estep 
Score: -2842006.000000 Penalty: 1670.450562
	Iteration 0F: 2 clusters Score -2842006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2822421.000000 Penalty: 3340.901123
	Iteration 0F: 3 clusters Score -2822421 nChanged 13326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2829713.000000 Penalty: 3340.901123
	Iteration 1F: 3 clusters Score -2829713 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2830032.250000 Penalty: 3340.901123
	Iteration 2Q: 3 clusters Score -2830032 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2830359.750000 Penalty: 3340.901123
	Iteration 3Q: 3 clusters Score -2830360 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2830706.000000 Penalty: 3340.901123
	Iteration 4Q: 3 clusters Score -2830706 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2831138.750000 Penalty: 3340.901123
	Iteration 5Q: 3 clusters Score -2831139 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2831683.500000 Penalty: 3340.901123
	Iteration 6Q: 3 clusters Score -2831684 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2832439.250000 Penalty: 3340.901123
	Iteration 7F: 3 clusters Score -2832439 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2833456.750000 Penalty: 3340.901123
	Iteration 8F: 3 clusters Score -2833457 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2834587.250000 Penalty: 3340.901123
	Iteration 9F: 3 clusters Score -2834587 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2835588.500000 Penalty: 3340.901123
	Iteration 10F: 3 clusters Score -2835588 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2836280.250000 Penalty: 3340.901123
	Iteration 11Q: 3 clusters Score -2836280 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2836779.250000 Penalty: 3340.901123
	Iteration 12Q: 3 clusters Score -2836779 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2837175.500000 Penalty: 3340.901123
	Iteration 13Q: 3 clusters Score -2837176 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2837551.250000 Penalty: 3340.901123
	Iteration 14Q: 3 clusters Score -2837551 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2837858.250000 Penalty: 3340.901123
	Iteration 15Q: 3 clusters Score -2837858 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2838186.000000 Penalty: 3340.901123
	Iteration 16Q: 3 clusters Score -2838186 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2838572.000000 Penalty: 3340.901123
	Iteration 17Q: 3 clusters Score -2838572 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2839000.000000 Penalty: 3340.901123
	Iteration 18Q: 3 clusters Score -2839000 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2839472.750000 Penalty: 3340.901123
	Iteration 19Q: 3 clusters Score -2839473 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2839811.000000 Penalty: 3340.901123
	Iteration 20F: 3 clusters Score -2839811 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2840031.000000 Penalty: 3340.901123
	Iteration 21Q: 3 clusters Score -2840031 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2840174.500000 Penalty: 3340.901123
	Iteration 22Q: 3 clusters Score -2840174 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2840253.000000 Penalty: 3340.901123
	Iteration 23Q: 3 clusters Score -2840253 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2840334.250000 Penalty: 3340.901123
	Iteration 24Q: 3 clusters Score -2840334 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2840417.000000 Penalty: 3340.901123
	Iteration 25Q: 3 clusters Score -2840417 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2840474.250000 Penalty: 3340.901123
	Iteration 26Q: 3 clusters Score -2840474 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2840531.250000 Penalty: 3340.901123
	Iteration 27Q: 3 clusters Score -2840531 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2840548.750000 Penalty: 3340.901123
	Iteration 28Q: 3 clusters Score -2840549 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2840575.000000 Penalty: 3340.901123
	Iteration 29Q: 3 clusters Score -2840575 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2840586.750000 Penalty: 3340.901123
	Iteration 30Q: 3 clusters Score -2840587 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2840608.500000 Penalty: 3340.901123
	Iteration 31Q: 3 clusters Score -2840608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2840611.750000 Penalty: 3340.901123
	Iteration 32Q: 3 clusters Score -2840612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2840614.000000 Penalty: 3340.901123
	Iteration 33Q: 3 clusters Score -2840614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2840618.000000 Penalty: 3340.901123
	Iteration 34Q: 3 clusters Score -2840618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2840619.750000 Penalty: 3340.901123
	Iteration 35Q: 3 clusters Score -2840620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2840625.500000 Penalty: 3340.901123
	Iteration 36Q: 3 clusters Score -2840626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2840633.750000 Penalty: 3340.901123
	Iteration 37Q: 3 clusters Score -2840634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2840643.000000 Penalty: 3340.901123
	Iteration 38Q: 3 clusters Score -2840643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2840649.250000 Penalty: 3340.901123
	Iteration 39Q: 3 clusters Score -2840649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2840648.750000 Penalty: 3340.901123
	Iteration 40F: 3 clusters Score -2840649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2840639.000000 Penalty: 3340.901123
	Iteration 41Q: 3 clusters Score -2840639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2840646.500000 Penalty: 3340.901123
	Iteration 42Q: 3 clusters Score -2840646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2840647.750000 Penalty: 3340.901123
	Iteration 43Q: 3 clusters Score -2840648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2840645.500000 Penalty: 3340.901123
	Iteration 44Q: 3 clusters Score -2840646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2840643.000000 Penalty: 3340.901123
	Iteration 45Q: 3 clusters Score -2840643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2840643.250000 Penalty: 3340.901123
	Iteration 46Q: 3 clusters Score -2840643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2840643.750000 Penalty: 3340.901123
	Iteration 47Q: 3 clusters Score -2840644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2840646.000000 Penalty: 3340.901123
	Iteration 48Q: 3 clusters Score -2840646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2840647.500000 Penalty: 3340.901123
	Iteration 49Q: 3 clusters Score -2840648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2840648.750000 Penalty: 3340.901123
	Iteration 50Q: 3 clusters Score -2840649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2840649.000000 Penalty: 3340.901123
	Iteration 51Q: 3 clusters Score -2840649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2840653.000000 Penalty: 3340.901123
	Iteration 52Q: 3 clusters Score -2840653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2840655.250000 Penalty: 3340.901123
	Iteration 53Q: 3 clusters Score -2840655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2840655.750000 Penalty: 3340.901123
	Iteration 54Q: 3 clusters Score -2840656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2840656.500000 Penalty: 3340.901123
	Iteration 55Q: 3 clusters Score -2840656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2840659.000000 Penalty: 3340.901123
	Iteration 56Q: 3 clusters Score -2840659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2840659.250000 Penalty: 3340.901123
	Iteration 57Q: 3 clusters Score -2840659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2840659.250000 Penalty: 3340.901123
	Iteration 58F: 3 clusters Score -2840659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (148948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148948 members 
Entering Unmasked Estep 
Score: -15131088.000000 Penalty: 1935.594727
	Iteration 0F: 2 clusters Score -1.513109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 74197 members 
Entering Unmasked Estep 
Score: -15032365.000000 Penalty: 3871.189453
	Iteration 0F: 3 clusters Score -1.503236e+07 nChanged 71835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82976 members 
Mstep: Class 2 contains 65972 members 
Entering Unmasked Estep 
Score: -15075859.000000 Penalty: 3871.189453
	Iteration 1F: 3 clusters Score -1.507586e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88337 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -15078877.000000 Penalty: 3871.189453
	Iteration 2Q: 3 clusters Score -1.507888e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96004 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -15083840.000000 Penalty: 3871.189453
	Iteration 3F: 3 clusters Score -1.508384e+07 nChanged 11052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106150 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -15091575.000000 Penalty: 3871.189453
	Iteration 4F: 3 clusters Score -1.509158e+07 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118116 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -15102163.000000 Penalty: 3871.189453
	Iteration 5F: 3 clusters Score -1.510216e+07 nChanged 12103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130021 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -15113537.000000 Penalty: 3871.189453
	Iteration 6F: 3 clusters Score -1.511354e+07 nChanged 9291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139260 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -15122234.000000 Penalty: 3871.189453
	Iteration 7F: 3 clusters Score -1.512223e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144545 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -15126765.000000 Penalty: 3871.189453
	Iteration 8Q: 3 clusters Score -1.512676e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146959 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -15128473.000000 Penalty: 3871.189453
	Iteration 9Q: 3 clusters Score -1.512847e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147895 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -15129120.000000 Penalty: 3871.189453
	Iteration 10Q: 3 clusters Score -1.512912e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148233 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -15129299.000000 Penalty: 3871.189453
	Iteration 11Q: 3 clusters Score -1.51293e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148362 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -15129405.000000 Penalty: 3871.189453
	Iteration 12Q: 3 clusters Score -1.51294e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148417 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -15129459.000000 Penalty: 3871.189453
	Iteration 13Q: 3 clusters Score -1.512946e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148446 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -15129472.000000 Penalty: 3871.189453
	Iteration 14Q: 3 clusters Score -1.512947e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148476 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -15129514.000000 Penalty: 3871.189453
	Iteration 15Q: 3 clusters Score -1.512951e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148497 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -15129536.000000 Penalty: 3871.189453
	Iteration 16Q: 3 clusters Score -1.512954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148505 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -15129549.000000 Penalty: 3871.189453
	Iteration 17Q: 3 clusters Score -1.512955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148506 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -15129573.000000 Penalty: 3871.189453
	Iteration 18Q: 3 clusters Score -1.512957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148515 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -15129573.000000 Penalty: 3871.189453
	Iteration 19Q: 3 clusters Score -1.512957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148522 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -15129554.000000 Penalty: 3871.189453
	Iteration 20F: 3 clusters Score -1.512955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148520 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -15129555.000000 Penalty: 3871.189453
	Iteration 21Q: 3 clusters Score -1.512956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148520 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -15129562.000000 Penalty: 3871.189453
	Iteration 22Q: 3 clusters Score -1.512956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148520 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -15129571.000000 Penalty: 3871.189453
	Iteration 23Q: 3 clusters Score -1.512957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148520 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -15129567.000000 Penalty: 3871.189453
	Iteration 24Q: 3 clusters Score -1.512957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148520 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -15129571.000000 Penalty: 3871.189453
	Iteration 25Q: 3 clusters Score -1.512957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148520 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -15129571.000000 Penalty: 3871.189453
	Iteration 26F: 3 clusters Score -1.512957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (201829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201829 members 
Entering Unmasked Estep 
Score: -20632606.000000 Penalty: 1984.966064
	Iteration 0F: 2 clusters Score -2.063261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100892 members 
Mstep: Class 2 contains 100937 members 
Entering Unmasked Estep 
Score: -20516420.000000 Penalty: 3969.932129
	Iteration 0F: 3 clusters Score -2.051642e+07 nChanged 98052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102860 members 
Mstep: Class 2 contains 98969 members 
Entering Unmasked Estep 
Score: -20574770.000000 Penalty: 3969.932129
	Iteration 1F: 3 clusters Score -2.057477e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104196 members 
Mstep: Class 2 contains 97633 members 
Entering Unmasked Estep 
Score: -20576114.000000 Penalty: 3969.932129
	Iteration 2Q: 3 clusters Score -2.057611e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106014 members 
Mstep: Class 2 contains 95815 members 
Entering Unmasked Estep 
Score: -20577916.000000 Penalty: 3969.932129
	Iteration 3Q: 3 clusters Score -2.057792e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108685 members 
Mstep: Class 2 contains 93144 members 
Entering Unmasked Estep 
Score: -20579964.000000 Penalty: 3969.932129
	Iteration 4Q: 3 clusters Score -2.057996e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112369 members 
Mstep: Class 2 contains 89460 members 
Entering Unmasked Estep 
Score: -20582626.000000 Penalty: 3969.932129
	Iteration 5Q: 3 clusters Score -2.058263e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117273 members 
Mstep: Class 2 contains 84556 members 
Entering Unmasked Estep 
Score: -20585962.000000 Penalty: 3969.932129
	Iteration 6Q: 3 clusters Score -2.058596e+07 nChanged 9930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123647 members 
Mstep: Class 2 contains 78182 members 
Entering Unmasked Estep 
Score: -20589796.000000 Penalty: 3969.932129
	Iteration 7Q: 3 clusters Score -2.05898e+07 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131566 members 
Mstep: Class 2 contains 70263 members 
Entering Unmasked Estep 
Score: -20594580.000000 Penalty: 3969.932129
	Iteration 8F: 3 clusters Score -2.059458e+07 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141183 members 
Mstep: Class 2 contains 60646 members 
Entering Unmasked Estep 
Score: -20600710.000000 Penalty: 3969.932129
	Iteration 9F: 3 clusters Score -2.060071e+07 nChanged 11584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152171 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -20607612.000000 Penalty: 3969.932129
	Iteration 10F: 3 clusters Score -2.060761e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162830 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -20614550.000000 Penalty: 3969.932129
	Iteration 11F: 3 clusters Score -2.061455e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171463 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -20619238.000000 Penalty: 3969.932129
	Iteration 12Q: 3 clusters Score -2.061924e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177394 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -20622486.000000 Penalty: 3969.932129
	Iteration 13Q: 3 clusters Score -2.062249e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181254 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -20624426.000000 Penalty: 3969.932129
	Iteration 14Q: 3 clusters Score -2.062443e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183871 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -20625720.000000 Penalty: 3969.932129
	Iteration 15Q: 3 clusters Score -2.062572e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185903 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -20626428.000000 Penalty: 3969.932129
	Iteration 16Q: 3 clusters Score -2.062643e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187643 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -20626840.000000 Penalty: 3969.932129
	Iteration 17Q: 3 clusters Score -2.062684e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189243 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -20627322.000000 Penalty: 3969.932129
	Iteration 18Q: 3 clusters Score -2.062732e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190679 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -20627644.000000 Penalty: 3969.932129
	Iteration 19Q: 3 clusters Score -2.062764e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191906 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -20627976.000000 Penalty: 3969.932129
	Iteration 20F: 3 clusters Score -2.062798e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193017 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -20628074.000000 Penalty: 3969.932129
	Iteration 21Q: 3 clusters Score -2.062807e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194003 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -20628418.000000 Penalty: 3969.932129
	Iteration 22Q: 3 clusters Score -2.062842e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194865 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -20628700.000000 Penalty: 3969.932129
	Iteration 23Q: 3 clusters Score -2.06287e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195649 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -20628950.000000 Penalty: 3969.932129
	Iteration 24Q: 3 clusters Score -2.062895e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196324 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -20629120.000000 Penalty: 3969.932129
	Iteration 25Q: 3 clusters Score -2.062912e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196906 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -20629288.000000 Penalty: 3969.932129
	Iteration 26Q: 3 clusters Score -2.062929e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197425 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -20629464.000000 Penalty: 3969.932129
	Iteration 27Q: 3 clusters Score -2.062946e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197855 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -20629550.000000 Penalty: 3969.932129
	Iteration 28Q: 3 clusters Score -2.062955e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198214 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -20629680.000000 Penalty: 3969.932129
	Iteration 29Q: 3 clusters Score -2.062968e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198517 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -20629812.000000 Penalty: 3969.932129
	Iteration 30Q: 3 clusters Score -2.062981e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198790 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -20629926.000000 Penalty: 3969.932129
	Iteration 31Q: 3 clusters Score -2.062993e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199006 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -20630050.000000 Penalty: 3969.932129
	Iteration 32Q: 3 clusters Score -2.063005e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199203 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -20630144.000000 Penalty: 3969.932129
	Iteration 33Q: 3 clusters Score -2.063014e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199376 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -20630254.000000 Penalty: 3969.932129
	Iteration 34Q: 3 clusters Score -2.063025e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199531 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -20630312.000000 Penalty: 3969.932129
	Iteration 35Q: 3 clusters Score -2.063031e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199656 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -20630340.000000 Penalty: 3969.932129
	Iteration 36Q: 3 clusters Score -2.063034e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199773 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -20630390.000000 Penalty: 3969.932129
	Iteration 37Q: 3 clusters Score -2.063039e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199871 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -20630412.000000 Penalty: 3969.932129
	Iteration 38Q: 3 clusters Score -2.063041e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199956 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -20630492.000000 Penalty: 3969.932129
	Iteration 39Q: 3 clusters Score -2.063049e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200033 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -20630510.000000 Penalty: 3969.932129
	Iteration 40F: 3 clusters Score -2.063051e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200096 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -20630532.000000 Penalty: 3969.932129
	Iteration 41Q: 3 clusters Score -2.063053e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200141 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -20630556.000000 Penalty: 3969.932129
	Iteration 42Q: 3 clusters Score -2.063056e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200183 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -20630562.000000 Penalty: 3969.932129
	Iteration 43Q: 3 clusters Score -2.063056e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200215 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -20630608.000000 Penalty: 3969.932129
	Iteration 44Q: 3 clusters Score -2.063061e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200250 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -20630614.000000 Penalty: 3969.932129
	Iteration 45Q: 3 clusters Score -2.063061e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200282 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -20630624.000000 Penalty: 3969.932129
	Iteration 46Q: 3 clusters Score -2.063062e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200310 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -20630650.000000 Penalty: 3969.932129
	Iteration 47Q: 3 clusters Score -2.063065e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200332 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -20630662.000000 Penalty: 3969.932129
	Iteration 48Q: 3 clusters Score -2.063066e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200345 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -20630656.000000 Penalty: 3969.932129
	Iteration 49Q: 3 clusters Score -2.063066e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200363 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -20630688.000000 Penalty: 3969.932129
	Iteration 50Q: 3 clusters Score -2.063069e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200381 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -20630684.000000 Penalty: 3969.932129
	Iteration 51Q: 3 clusters Score -2.063068e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200400 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -20630696.000000 Penalty: 3969.932129
	Iteration 52Q: 3 clusters Score -2.06307e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200412 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -20630704.000000 Penalty: 3969.932129
	Iteration 53Q: 3 clusters Score -2.06307e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200426 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -20630720.000000 Penalty: 3969.932129
	Iteration 54Q: 3 clusters Score -2.063072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200441 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -20630708.000000 Penalty: 3969.932129
	Iteration 55Q: 3 clusters Score -2.063071e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200454 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -20630732.000000 Penalty: 3969.932129
	Iteration 56Q: 3 clusters Score -2.063073e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200457 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -20630726.000000 Penalty: 3969.932129
	Iteration 57Q: 3 clusters Score -2.063073e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200472 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -20630728.000000 Penalty: 3969.932129
	Iteration 58Q: 3 clusters Score -2.063073e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200482 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -20630732.000000 Penalty: 3969.932129
	Iteration 59Q: 3 clusters Score -2.063073e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200498 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -20630762.000000 Penalty: 3969.932129
	Iteration 60F: 3 clusters Score -2.063076e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200504 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -20630772.000000 Penalty: 3969.932129
	Iteration 61Q: 3 clusters Score -2.063077e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200515 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -20630766.000000 Penalty: 3969.932129
	Iteration 62Q: 3 clusters Score -2.063077e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200522 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -20630762.000000 Penalty: 3969.932129
	Iteration 63Q: 3 clusters Score -2.063076e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200526 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -20630790.000000 Penalty: 3969.932129
	Iteration 64Q: 3 clusters Score -2.063079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200532 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -20630772.000000 Penalty: 3969.932129
	Iteration 65Q: 3 clusters Score -2.063077e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200535 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -20630786.000000 Penalty: 3969.932129
	Iteration 66Q: 3 clusters Score -2.063079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200546 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -20630780.000000 Penalty: 3969.932129
	Iteration 67Q: 3 clusters Score -2.063078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200549 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -20630770.000000 Penalty: 3969.932129
	Iteration 68Q: 3 clusters Score -2.063077e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200562 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -20630776.000000 Penalty: 3969.932129
	Iteration 69Q: 3 clusters Score -2.063078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200570 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -20630784.000000 Penalty: 3969.932129
	Iteration 70Q: 3 clusters Score -2.063078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200578 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -20630790.000000 Penalty: 3969.932129
	Iteration 71Q: 3 clusters Score -2.063079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200585 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -20630804.000000 Penalty: 3969.932129
	Iteration 72Q: 3 clusters Score -2.06308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200591 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -20630796.000000 Penalty: 3969.932129
	Iteration 73Q: 3 clusters Score -2.06308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200594 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -20630798.000000 Penalty: 3969.932129
	Iteration 74Q: 3 clusters Score -2.06308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200597 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -20630796.000000 Penalty: 3969.932129
	Iteration 75Q: 3 clusters Score -2.06308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200602 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -20630798.000000 Penalty: 3969.932129
	Iteration 76Q: 3 clusters Score -2.06308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200604 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -20630812.000000 Penalty: 3969.932129
	Iteration 77Q: 3 clusters Score -2.063081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200610 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -20630818.000000 Penalty: 3969.932129
	Iteration 78Q: 3 clusters Score -2.063082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200616 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -20630832.000000 Penalty: 3969.932129
	Iteration 79Q: 3 clusters Score -2.063083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200619 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -20630826.000000 Penalty: 3969.932129
	Iteration 80F: 3 clusters Score -2.063083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200620 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -20630826.000000 Penalty: 3969.932129
	Iteration 81Q: 3 clusters Score -2.063083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200621 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -20630820.000000 Penalty: 3969.932129
	Iteration 82Q: 3 clusters Score -2.063082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200623 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -20630822.000000 Penalty: 3969.932129
	Iteration 83Q: 3 clusters Score -2.063082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200624 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -20630822.000000 Penalty: 3969.932129
	Iteration 84Q: 3 clusters Score -2.063082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200624 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -20630822.000000 Penalty: 3969.932129
	Iteration 85F: 3 clusters Score -2.063082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (100590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100590 members 
Entering Unmasked Estep 
Score: -10294222.000000 Penalty: 1871.806396
	Iteration 0F: 2 clusters Score -1.029422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50313 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -10227513.000000 Penalty: 3743.612793
	Iteration 0F: 3 clusters Score -1.022751e+07 nChanged 48220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -10255265.000000 Penalty: 3743.612793
	Iteration 1F: 3 clusters Score -1.025526e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -10256219.000000 Penalty: 3743.612793
	Iteration 2Q: 3 clusters Score -1.025622e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -10257533.000000 Penalty: 3743.612793
	Iteration 3Q: 3 clusters Score -1.025753e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -10259924.000000 Penalty: 3743.612793
	Iteration 4Q: 3 clusters Score -1.025992e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57889 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -10264109.000000 Penalty: 3743.612793
	Iteration 5F: 3 clusters Score -1.026411e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -10270035.000000 Penalty: 3743.612793
	Iteration 6F: 3 clusters Score -1.027004e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66718 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -10276641.000000 Penalty: 3743.612793
	Iteration 7F: 3 clusters Score -1.027664e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71044 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -10282405.000000 Penalty: 3743.612793
	Iteration 8F: 3 clusters Score -1.02824e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74151 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -10286304.000000 Penalty: 3743.612793
	Iteration 9F: 3 clusters Score -1.02863e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -10288573.000000 Penalty: 3743.612793
	Iteration 10Q: 3 clusters Score -1.028857e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78309 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -10290040.000000 Penalty: 3743.612793
	Iteration 11Q: 3 clusters Score -1.029004e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80051 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -10291202.000000 Penalty: 3743.612793
	Iteration 12Q: 3 clusters Score -1.02912e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81514 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -10291913.000000 Penalty: 3743.612793
	Iteration 13Q: 3 clusters Score -1.029191e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -10292389.000000 Penalty: 3743.612793
	Iteration 14Q: 3 clusters Score -1.029239e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84112 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -10292740.000000 Penalty: 3743.612793
	Iteration 15Q: 3 clusters Score -1.029274e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85296 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -10292980.000000 Penalty: 3743.612793
	Iteration 16Q: 3 clusters Score -1.029298e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86365 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -10293282.000000 Penalty: 3743.612793
	Iteration 17Q: 3 clusters Score -1.029328e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87416 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -10293489.000000 Penalty: 3743.612793
	Iteration 18Q: 3 clusters Score -1.029349e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88359 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -10293649.000000 Penalty: 3743.612793
	Iteration 19Q: 3 clusters Score -1.029365e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89251 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -10293766.000000 Penalty: 3743.612793
	Iteration 20F: 3 clusters Score -1.029377e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90042 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -10293906.000000 Penalty: 3743.612793
	Iteration 21Q: 3 clusters Score -1.029391e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90804 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -10293996.000000 Penalty: 3743.612793
	Iteration 22Q: 3 clusters Score -1.0294e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91536 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -10294139.000000 Penalty: 3743.612793
	Iteration 23Q: 3 clusters Score -1.029414e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92204 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -10294211.000000 Penalty: 3743.612793
	Iteration 24Q: 3 clusters Score -1.029421e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92810 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -10294258.000000 Penalty: 3743.612793
	Iteration 25Q: 3 clusters Score -1.029426e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -10294347.000000 Penalty: 3743.612793
	Iteration 26Q: 3 clusters Score -1.029435e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93905 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -10294370.000000 Penalty: 3743.612793
	Iteration 27Q: 3 clusters Score -1.029437e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94365 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -10294390.000000 Penalty: 3743.612793
	Iteration 28Q: 3 clusters Score -1.029439e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94787 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -10294434.000000 Penalty: 3743.612793
	Iteration 29Q: 3 clusters Score -1.029443e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95182 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -10294451.000000 Penalty: 3743.612793
	Iteration 30Q: 3 clusters Score -1.029445e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95511 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -10294507.000000 Penalty: 3743.612793
	Iteration 31Q: 3 clusters Score -1.029451e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95807 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -10294546.000000 Penalty: 3743.612793
	Iteration 32Q: 3 clusters Score -1.029455e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96087 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -10294541.000000 Penalty: 3743.612793
	Iteration 33Q: 3 clusters Score -1.029454e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96299 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -10294515.000000 Penalty: 3743.612793
	Iteration 34Q: 3 clusters Score -1.029452e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96491 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -10294479.000000 Penalty: 3743.612793
	Iteration 35Q: 3 clusters Score -1.029448e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96644 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -10294482.000000 Penalty: 3743.612793
	Iteration 36Q: 3 clusters Score -1.029448e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96795 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -10294494.000000 Penalty: 3743.612793
	Iteration 37Q: 3 clusters Score -1.029449e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96922 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -10294500.000000 Penalty: 3743.612793
	Iteration 38Q: 3 clusters Score -1.02945e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97032 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -10294510.000000 Penalty: 3743.612793
	Iteration 39Q: 3 clusters Score -1.029451e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97136 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -10294488.000000 Penalty: 3743.612793
	Iteration 40F: 3 clusters Score -1.029449e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97221 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -10294513.000000 Penalty: 3743.612793
	Iteration 41Q: 3 clusters Score -1.029451e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97302 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -10294508.000000 Penalty: 3743.612793
	Iteration 42Q: 3 clusters Score -1.029451e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97375 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -10294505.000000 Penalty: 3743.612793
	Iteration 43Q: 3 clusters Score -1.02945e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97435 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -10294521.000000 Penalty: 3743.612793
	Iteration 44Q: 3 clusters Score -1.029452e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97495 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -10294521.000000 Penalty: 3743.612793
	Iteration 45Q: 3 clusters Score -1.029452e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97549 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -10294514.000000 Penalty: 3743.612793
	Iteration 46Q: 3 clusters Score -1.029451e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97596 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -10294501.000000 Penalty: 3743.612793
	Iteration 47Q: 3 clusters Score -1.02945e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97627 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -10294505.000000 Penalty: 3743.612793
	Iteration 48Q: 3 clusters Score -1.02945e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97653 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -10294494.000000 Penalty: 3743.612793
	Iteration 49Q: 3 clusters Score -1.029449e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97688 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -10294478.000000 Penalty: 3743.612793
	Iteration 50Q: 3 clusters Score -1.029448e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97731 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -10294479.000000 Penalty: 3743.612793
	Iteration 51Q: 3 clusters Score -1.029448e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97767 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -10294468.000000 Penalty: 3743.612793
	Iteration 52Q: 3 clusters Score -1.029447e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97798 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -10294467.000000 Penalty: 3743.612793
	Iteration 53Q: 3 clusters Score -1.029447e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97824 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -10294465.000000 Penalty: 3743.612793
	Iteration 54Q: 3 clusters Score -1.029446e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97844 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -10294463.000000 Penalty: 3743.612793
	Iteration 55Q: 3 clusters Score -1.029446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97857 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -10294457.000000 Penalty: 3743.612793
	Iteration 56Q: 3 clusters Score -1.029446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97870 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -10294465.000000 Penalty: 3743.612793
	Iteration 57Q: 3 clusters Score -1.029446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97886 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -10294454.000000 Penalty: 3743.612793
	Iteration 58Q: 3 clusters Score -1.029445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97898 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -10294452.000000 Penalty: 3743.612793
	Iteration 59Q: 3 clusters Score -1.029445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97907 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -10294457.000000 Penalty: 3743.612793
	Iteration 60F: 3 clusters Score -1.029446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97914 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -10294457.000000 Penalty: 3743.612793
	Iteration 61Q: 3 clusters Score -1.029446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97927 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -10294458.000000 Penalty: 3743.612793
	Iteration 62Q: 3 clusters Score -1.029446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97940 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -10294455.000000 Penalty: 3743.612793
	Iteration 63Q: 3 clusters Score -1.029446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97951 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -10294453.000000 Penalty: 3743.612793
	Iteration 64Q: 3 clusters Score -1.029445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97962 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -10294451.000000 Penalty: 3743.612793
	Iteration 65Q: 3 clusters Score -1.029445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97969 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -10294451.000000 Penalty: 3743.612793
	Iteration 66Q: 3 clusters Score -1.029445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97972 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -10294462.000000 Penalty: 3743.612793
	Iteration 67Q: 3 clusters Score -1.029446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97974 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -10294458.000000 Penalty: 3743.612793
	Iteration 68Q: 3 clusters Score -1.029446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97978 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -10294454.000000 Penalty: 3743.612793
	Iteration 69Q: 3 clusters Score -1.029445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97981 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -10294457.000000 Penalty: 3743.612793
	Iteration 70Q: 3 clusters Score -1.029446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97984 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -10294451.000000 Penalty: 3743.612793
	Iteration 71Q: 3 clusters Score -1.029445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97985 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -10294455.000000 Penalty: 3743.612793
	Iteration 72Q: 3 clusters Score -1.029446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97986 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -10294451.000000 Penalty: 3743.612793
	Iteration 73Q: 3 clusters Score -1.029445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97990 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -10294453.000000 Penalty: 3743.612793
	Iteration 74Q: 3 clusters Score -1.029445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97992 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -10294458.000000 Penalty: 3743.612793
	Iteration 75Q: 3 clusters Score -1.029446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97994 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -10294453.000000 Penalty: 3743.612793
	Iteration 76Q: 3 clusters Score -1.029445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97994 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -10294453.000000 Penalty: 3743.612793
	Iteration 77F: 3 clusters Score -1.029445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 172067 members 
Mstep: Class 2 contains 6352 members 
Mstep: Class 3 contains 73650 members 
Mstep: Class 4 contains 182317 members 
Mstep: Class 5 contains 4361 members 
Mstep: Class 6 contains 3977 members 
Mstep: Class 7 contains 2512 members 
Mstep: Class 8 contains 29135 members 
Mstep: Class 9 contains 148948 members 
Mstep: Class 10 contains 201829 members 
Mstep: Class 11 contains 97994 members 
Mstep: Class 12 contains 11411 members 
Mstep: Class 13 contains 12486 members 
Mstep: Class 14 contains 2596 members 
Mstep: Class 15 contains 64723 members 
Mstep: Class 16 contains 159562 members 
Mstep: Class 17 contains 68167 members 
Mstep: Class 18 contains 3242 members 
Mstep: Class 19 contains 41484 members 
Entering Unmasked Estep 
Score: -127923992.000000 Penalty: 43433.996094
Splitting cluster 11 changes total score from -127926016.000000 to -127923992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (11411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Entering Unmasked Estep 
Score: -1154747.125000 Penalty: 1518.129028
	Iteration 0F: 2 clusters Score -1154747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1146697.500000 Penalty: 3036.258057
	Iteration 0F: 3 clusters Score -1146698 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1149404.500000 Penalty: 3036.258057
	Iteration 1F: 3 clusters Score -1149404 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1149800.250000 Penalty: 3036.258057
	Iteration 2F: 3 clusters Score -1149800 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1150244.250000 Penalty: 3036.258057
	Iteration 3F: 3 clusters Score -1150244 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1150775.250000 Penalty: 3036.258057
	Iteration 4F: 3 clusters Score -1150775 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1151308.000000 Penalty: 3036.258057
	Iteration 5F: 3 clusters Score -1151308 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1151840.375000 Penalty: 3036.258057
	Iteration 6F: 3 clusters Score -1151840 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1152360.250000 Penalty: 3036.258057
	Iteration 7F: 3 clusters Score -1152360 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1152768.875000 Penalty: 3036.258057
	Iteration 8Q: 3 clusters Score -1152769 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1153007.875000 Penalty: 3036.258057
	Iteration 9Q: 3 clusters Score -1153008 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1153143.250000 Penalty: 3036.258057
	Iteration 10Q: 3 clusters Score -1153143 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1153213.750000 Penalty: 3036.258057
	Iteration 11Q: 3 clusters Score -1153214 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1153263.750000 Penalty: 3036.258057
	Iteration 12Q: 3 clusters Score -1153264 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1153297.125000 Penalty: 3036.258057
	Iteration 13Q: 3 clusters Score -1153297 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1153333.625000 Penalty: 3036.258057
	Iteration 14Q: 3 clusters Score -1153334 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1153361.125000 Penalty: 3036.258057
	Iteration 15Q: 3 clusters Score -1153361 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1153386.250000 Penalty: 3036.258057
	Iteration 16Q: 3 clusters Score -1153386 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1153413.625000 Penalty: 3036.258057
	Iteration 17Q: 3 clusters Score -1153414 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1153437.375000 Penalty: 3036.258057
	Iteration 18Q: 3 clusters Score -1153437 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1153463.250000 Penalty: 3036.258057
	Iteration 19Q: 3 clusters Score -1153463 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1153479.625000 Penalty: 3036.258057
	Iteration 20F: 3 clusters Score -1153480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1153486.375000 Penalty: 3036.258057
	Iteration 21Q: 3 clusters Score -1153486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1153497.125000 Penalty: 3036.258057
	Iteration 22Q: 3 clusters Score -1153497 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1153509.500000 Penalty: 3036.258057
	Iteration 23Q: 3 clusters Score -1153510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1153515.625000 Penalty: 3036.258057
	Iteration 24Q: 3 clusters Score -1153516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1153522.500000 Penalty: 3036.258057
	Iteration 25Q: 3 clusters Score -1153522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1153536.625000 Penalty: 3036.258057
	Iteration 26Q: 3 clusters Score -1153537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1153540.000000 Penalty: 3036.258057
	Iteration 27Q: 3 clusters Score -1153540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1153544.125000 Penalty: 3036.258057
	Iteration 28Q: 3 clusters Score -1153544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1153547.625000 Penalty: 3036.258057
	Iteration 29Q: 3 clusters Score -1153548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1153554.875000 Penalty: 3036.258057
	Iteration 30Q: 3 clusters Score -1153555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1153557.375000 Penalty: 3036.258057
	Iteration 31Q: 3 clusters Score -1153557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1153560.500000 Penalty: 3036.258057
	Iteration 32Q: 3 clusters Score -1153560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1153567.875000 Penalty: 3036.258057
	Iteration 33Q: 3 clusters Score -1153568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1153571.000000 Penalty: 3036.258057
	Iteration 34Q: 3 clusters Score -1153571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1153571.500000 Penalty: 3036.258057
	Iteration 35Q: 3 clusters Score -1153572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1153571.875000 Penalty: 3036.258057
	Iteration 36Q: 3 clusters Score -1153572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1153574.125000 Penalty: 3036.258057
	Iteration 37Q: 3 clusters Score -1153574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1153573.625000 Penalty: 3036.258057
	Iteration 38Q: 3 clusters Score -1153574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1153574.750000 Penalty: 3036.258057
	Iteration 39Q: 3 clusters Score -1153575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1153577.000000 Penalty: 3036.258057
	Iteration 40F: 3 clusters Score -1153577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1153575.750000 Penalty: 3036.258057
	Iteration 41Q: 3 clusters Score -1153576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1153577.125000 Penalty: 3036.258057
	Iteration 42Q: 3 clusters Score -1153577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1153579.750000 Penalty: 3036.258057
	Iteration 43Q: 3 clusters Score -1153580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1153580.750000 Penalty: 3036.258057
	Iteration 44Q: 3 clusters Score -1153581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1153581.000000 Penalty: 3036.258057
	Iteration 45Q: 3 clusters Score -1153581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1153584.250000 Penalty: 3036.258057
	Iteration 46Q: 3 clusters Score -1153584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1153585.000000 Penalty: 3036.258057
	Iteration 47Q: 3 clusters Score -1153585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1153584.750000 Penalty: 3036.258057
	Iteration 48Q: 3 clusters Score -1153585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1153585.250000 Penalty: 3036.258057
	Iteration 49Q: 3 clusters Score -1153585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1153586.000000 Penalty: 3036.258057
	Iteration 50Q: 3 clusters Score -1153586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1153586.000000 Penalty: 3036.258057
	Iteration 51F: 3 clusters Score -1153586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Entering Unmasked Estep 
Score: -1290073.250000 Penalty: 1532.759033
	Iteration 0F: 2 clusters Score -1290073 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 6195 members 
Entering Unmasked Estep 
Score: -1281368.875000 Penalty: 3065.518066
	Iteration 0F: 3 clusters Score -1281369 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1284337.875000 Penalty: 3065.518066
	Iteration 1F: 3 clusters Score -1284338 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1284726.500000 Penalty: 3065.518066
	Iteration 2F: 3 clusters Score -1284726 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1285171.250000 Penalty: 3065.518066
	Iteration 3F: 3 clusters Score -1285171 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1285733.125000 Penalty: 3065.518066
	Iteration 4F: 3 clusters Score -1285733 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1286429.875000 Penalty: 3065.518066
	Iteration 5F: 3 clusters Score -1286430 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1287189.750000 Penalty: 3065.518066
	Iteration 6F: 3 clusters Score -1287190 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1287848.125000 Penalty: 3065.518066
	Iteration 7F: 3 clusters Score -1287848 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1288261.625000 Penalty: 3065.518066
	Iteration 8Q: 3 clusters Score -1288262 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1288474.500000 Penalty: 3065.518066
	Iteration 9Q: 3 clusters Score -1288474 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1288589.000000 Penalty: 3065.518066
	Iteration 10Q: 3 clusters Score -1288589 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1288660.375000 Penalty: 3065.518066
	Iteration 11Q: 3 clusters Score -1288660 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1288712.250000 Penalty: 3065.518066
	Iteration 12Q: 3 clusters Score -1288712 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1288749.875000 Penalty: 3065.518066
	Iteration 13Q: 3 clusters Score -1288750 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1288777.125000 Penalty: 3065.518066
	Iteration 14Q: 3 clusters Score -1288777 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1288813.375000 Penalty: 3065.518066
	Iteration 15Q: 3 clusters Score -1288813 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1288844.375000 Penalty: 3065.518066
	Iteration 16Q: 3 clusters Score -1288844 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1288868.875000 Penalty: 3065.518066
	Iteration 17Q: 3 clusters Score -1288869 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1288887.625000 Penalty: 3065.518066
	Iteration 18Q: 3 clusters Score -1288888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1288900.875000 Penalty: 3065.518066
	Iteration 19Q: 3 clusters Score -1288901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1288913.250000 Penalty: 3065.518066
	Iteration 20F: 3 clusters Score -1288913 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1288919.375000 Penalty: 3065.518066
	Iteration 21Q: 3 clusters Score -1288919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1288926.125000 Penalty: 3065.518066
	Iteration 22Q: 3 clusters Score -1288926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1288934.250000 Penalty: 3065.518066
	Iteration 23Q: 3 clusters Score -1288934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1288945.500000 Penalty: 3065.518066
	Iteration 24Q: 3 clusters Score -1288946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1288950.500000 Penalty: 3065.518066
	Iteration 25Q: 3 clusters Score -1288950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1288957.500000 Penalty: 3065.518066
	Iteration 26Q: 3 clusters Score -1288958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1288963.750000 Penalty: 3065.518066
	Iteration 27Q: 3 clusters Score -1288964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1288967.750000 Penalty: 3065.518066
	Iteration 28Q: 3 clusters Score -1288968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1288971.500000 Penalty: 3065.518066
	Iteration 29Q: 3 clusters Score -1288972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1288977.500000 Penalty: 3065.518066
	Iteration 30Q: 3 clusters Score -1288978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1288986.125000 Penalty: 3065.518066
	Iteration 31Q: 3 clusters Score -1288986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1288989.500000 Penalty: 3065.518066
	Iteration 32Q: 3 clusters Score -1288990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1288993.375000 Penalty: 3065.518066
	Iteration 33Q: 3 clusters Score -1288993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1288995.000000 Penalty: 3065.518066
	Iteration 34Q: 3 clusters Score -1288995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1288995.500000 Penalty: 3065.518066
	Iteration 35Q: 3 clusters Score -1288996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1288994.875000 Penalty: 3065.518066
	Iteration 36Q: 3 clusters Score -1288995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1289000.625000 Penalty: 3065.518066
	Iteration 37Q: 3 clusters Score -1289001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1288999.625000 Penalty: 3065.518066
	Iteration 38Q: 3 clusters Score -1289000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1289002.125000 Penalty: 3065.518066
	Iteration 39Q: 3 clusters Score -1289002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1289005.250000 Penalty: 3065.518066
	Iteration 40F: 3 clusters Score -1289005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1289006.750000 Penalty: 3065.518066
	Iteration 41Q: 3 clusters Score -1289007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1289008.000000 Penalty: 3065.518066
	Iteration 42Q: 3 clusters Score -1289008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1289007.250000 Penalty: 3065.518066
	Iteration 43Q: 3 clusters Score -1289007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1289011.125000 Penalty: 3065.518066
	Iteration 44Q: 3 clusters Score -1289011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1289012.250000 Penalty: 3065.518066
	Iteration 45Q: 3 clusters Score -1289012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1289012.625000 Penalty: 3065.518066
	Iteration 46Q: 3 clusters Score -1289013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1289016.500000 Penalty: 3065.518066
	Iteration 47Q: 3 clusters Score -1289016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1289014.625000 Penalty: 3065.518066
	Iteration 48Q: 3 clusters Score -1289015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1289015.500000 Penalty: 3065.518066
	Iteration 49Q: 3 clusters Score -1289016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1289015.500000 Penalty: 3065.518066
	Iteration 50F: 3 clusters Score -1289016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (64723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64723 members 
Entering Unmasked Estep 
Score: -6677880.500000 Penalty: 1800.154297
	Iteration 0F: 2 clusters Score -6677880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -6634790.000000 Penalty: 3600.308594
	Iteration 0F: 3 clusters Score -6634790 nChanged 30563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -6651887.500000 Penalty: 3600.308594
	Iteration 1F: 3 clusters Score -6651888 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -6652351.000000 Penalty: 3600.308594
	Iteration 2Q: 3 clusters Score -6652351 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -6652958.000000 Penalty: 3600.308594
	Iteration 3Q: 3 clusters Score -6652958 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -6653869.000000 Penalty: 3600.308594
	Iteration 4Q: 3 clusters Score -6653869 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -6655338.000000 Penalty: 3600.308594
	Iteration 5F: 3 clusters Score -6655338 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -6658075.000000 Penalty: 3600.308594
	Iteration 6F: 3 clusters Score -6658075 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -6662695.500000 Penalty: 3600.308594
	Iteration 7F: 3 clusters Score -6662696 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -6668218.500000 Penalty: 3600.308594
	Iteration 8F: 3 clusters Score -6668218 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -6672702.000000 Penalty: 3600.308594
	Iteration 9F: 3 clusters Score -6672702 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63484 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6675121.000000 Penalty: 3600.308594
	Iteration 10Q: 3 clusters Score -6675121 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64274 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6675901.500000 Penalty: 3600.308594
	Iteration 11Q: 3 clusters Score -6675902 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64478 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6676141.000000 Penalty: 3600.308594
	Iteration 12Q: 3 clusters Score -6676141 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6676219.500000 Penalty: 3600.308594
	Iteration 13Q: 3 clusters Score -6676220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64563 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -6676250.500000 Penalty: 3600.308594
	Iteration 14Q: 3 clusters Score -6676250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64573 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6676270.500000 Penalty: 3600.308594
	Iteration 15Q: 3 clusters Score -6676270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64580 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6676274.000000 Penalty: 3600.308594
	Iteration 16Q: 3 clusters Score -6676274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64582 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6676283.000000 Penalty: 3600.308594
	Iteration 17Q: 3 clusters Score -6676283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6676285.000000 Penalty: 3600.308594
	Iteration 18Q: 3 clusters Score -6676285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6676286.000000 Penalty: 3600.308594
	Iteration 19Q: 3 clusters Score -6676286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6676286.000000 Penalty: 3600.308594
	Iteration 20F: 3 clusters Score -6676286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (159562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159562 members 
Entering Unmasked Estep 
Score: -16217096.000000 Penalty: 1946.780396
	Iteration 0F: 2 clusters Score -1.62171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79974 members 
Mstep: Class 2 contains 79588 members 
Entering Unmasked Estep 
Score: -16110959.000000 Penalty: 3893.560791
	Iteration 0F: 3 clusters Score -1.611096e+07 nChanged 76860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82528 members 
Mstep: Class 2 contains 77034 members 
Entering Unmasked Estep 
Score: -16155822.000000 Penalty: 3893.560791
	Iteration 1F: 3 clusters Score -1.615582e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84466 members 
Mstep: Class 2 contains 75096 members 
Entering Unmasked Estep 
Score: -16156680.000000 Penalty: 3893.560791
	Iteration 2Q: 3 clusters Score -1.615668e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87563 members 
Mstep: Class 2 contains 71999 members 
Entering Unmasked Estep 
Score: -16158108.000000 Penalty: 3893.560791
	Iteration 3Q: 3 clusters Score -1.615811e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92460 members 
Mstep: Class 2 contains 67102 members 
Entering Unmasked Estep 
Score: -16160034.000000 Penalty: 3893.560791
	Iteration 4Q: 3 clusters Score -1.616003e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99878 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
Score: -16163817.000000 Penalty: 3893.560791
	Iteration 5Q: 3 clusters Score -1.616382e+07 nChanged 10599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110283 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -16170704.000000 Penalty: 3893.560791
	Iteration 6F: 3 clusters Score -1.61707e+07 nChanged 13446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123635 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -16181663.000000 Penalty: 3893.560791
	Iteration 7F: 3 clusters Score -1.618166e+07 nChanged 14100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137715 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -16194995.000000 Penalty: 3893.560791
	Iteration 8F: 3 clusters Score -1.6195e+07 nChanged 11333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149044 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -16206023.000000 Penalty: 3893.560791
	Iteration 9F: 3 clusters Score -1.620602e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155425 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -16211925.000000 Penalty: 3893.560791
	Iteration 10Q: 3 clusters Score -1.621192e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158082 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -16214105.000000 Penalty: 3893.560791
	Iteration 11Q: 3 clusters Score -1.62141e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159013 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -16214936.000000 Penalty: 3893.560791
	Iteration 12Q: 3 clusters Score -1.621494e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159279 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -16215188.000000 Penalty: 3893.560791
	Iteration 13Q: 3 clusters Score -1.621519e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159355 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16215304.000000 Penalty: 3893.560791
	Iteration 14Q: 3 clusters Score -1.62153e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159385 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16215348.000000 Penalty: 3893.560791
	Iteration 15Q: 3 clusters Score -1.621535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159389 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16215356.000000 Penalty: 3893.560791
	Iteration 16Q: 3 clusters Score -1.621536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159390 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16215354.000000 Penalty: 3893.560791
	Iteration 17Q: 3 clusters Score -1.621535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159389 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16215361.000000 Penalty: 3893.560791
	Iteration 18Q: 3 clusters Score -1.621536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159388 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16215361.000000 Penalty: 3893.560791
	Iteration 19Q: 3 clusters Score -1.621536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159387 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16215357.000000 Penalty: 3893.560791
	Iteration 20F: 3 clusters Score -1.621536e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (68167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68167 members 
Entering Unmasked Estep 
Score: -6915902.500000 Penalty: 1808.578857
	Iteration 0F: 2 clusters Score -6915902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -6870330.000000 Penalty: 3617.157715
	Iteration 0F: 3 clusters Score -6870330 nChanged 32298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -6889151.000000 Penalty: 3617.157715
	Iteration 1F: 3 clusters Score -6889151 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -6889821.000000 Penalty: 3617.157715
	Iteration 2Q: 3 clusters Score -6889821 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -6890633.500000 Penalty: 3617.157715
	Iteration 3Q: 3 clusters Score -6890634 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -6891808.500000 Penalty: 3617.157715
	Iteration 4Q: 3 clusters Score -6891808 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -6893738.500000 Penalty: 3617.157715
	Iteration 5F: 3 clusters Score -6893738 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -6896833.000000 Penalty: 3617.157715
	Iteration 6F: 3 clusters Score -6896833 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -6901374.000000 Penalty: 3617.157715
	Iteration 7F: 3 clusters Score -6901374 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 60050 members 
Entering Unmasked Estep 
Score: -6906683.500000 Penalty: 3617.157715
	Iteration 8F: 3 clusters Score -6906684 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -6910893.000000 Penalty: 3617.157715
	Iteration 9F: 3 clusters Score -6910893 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 66626 members 
Entering Unmasked Estep 
Score: -6913046.500000 Penalty: 3617.157715
	Iteration 10Q: 3 clusters Score -6913046 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 67513 members 
Entering Unmasked Estep 
Score: -6913809.000000 Penalty: 3617.157715
	Iteration 11Q: 3 clusters Score -6913809 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 67793 members 
Entering Unmasked Estep 
Score: -6914065.500000 Penalty: 3617.157715
	Iteration 12Q: 3 clusters Score -6914066 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 67901 members 
Entering Unmasked Estep 
Score: -6914184.000000 Penalty: 3617.157715
	Iteration 13Q: 3 clusters Score -6914184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -6914255.500000 Penalty: 3617.157715
	Iteration 14Q: 3 clusters Score -6914256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 67932 members 
Entering Unmasked Estep 
Score: -6914275.500000 Penalty: 3617.157715
	Iteration 15Q: 3 clusters Score -6914276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 67937 members 
Entering Unmasked Estep 
Score: -6914294.500000 Penalty: 3617.157715
	Iteration 16Q: 3 clusters Score -6914294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 67941 members 
Entering Unmasked Estep 
Score: -6914311.000000 Penalty: 3617.157715
	Iteration 17Q: 3 clusters Score -6914311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 67944 members 
Entering Unmasked Estep 
Score: -6914327.500000 Penalty: 3617.157715
	Iteration 18Q: 3 clusters Score -6914328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 67947 members 
Entering Unmasked Estep 
Score: -6914337.500000 Penalty: 3617.157715
	Iteration 19Q: 3 clusters Score -6914338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 67948 members 
Entering Unmasked Estep 
Score: -6914343.000000 Penalty: 3617.157715
	Iteration 20F: 3 clusters Score -6914343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 67950 members 
Entering Unmasked Estep 
Score: -6914352.500000 Penalty: 3617.157715
	Iteration 21Q: 3 clusters Score -6914352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -6914361.500000 Penalty: 3617.157715
	Iteration 22Q: 3 clusters Score -6914362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 67954 members 
Entering Unmasked Estep 
Score: -6914374.500000 Penalty: 3617.157715
	Iteration 23Q: 3 clusters Score -6914374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 67954 members 
Entering Unmasked Estep 
Score: -6914368.500000 Penalty: 3617.157715
	Iteration 24Q: 3 clusters Score -6914368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 67954 members 
Entering Unmasked Estep 
Score: -6914374.000000 Penalty: 3617.157715
	Iteration 25Q: 3 clusters Score -6914374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 67954 members 
Entering Unmasked Estep 
Score: -6914374.000000 Penalty: 3617.157715
	Iteration 26F: 3 clusters Score -6914374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Entering Unmasked Estep 
Score: -288167.000000 Penalty: 1313.641113
	Iteration 0F: 2 clusters Score -288167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -285308.281250 Penalty: 2627.282227
	Iteration 0F: 3 clusters Score -285308.3 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -286124.593750 Penalty: 2627.282227
	Iteration 1F: 3 clusters Score -286124.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -286432.343750 Penalty: 2627.282227
	Iteration 2F: 3 clusters Score -286432.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -286678.500000 Penalty: 2627.282227
	Iteration 3F: 3 clusters Score -286678.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -286870.000000 Penalty: 2627.282227
	Iteration 4F: 3 clusters Score -286870 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -286986.843750 Penalty: 2627.282227
	Iteration 5Q: 3 clusters Score -286986.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -287075.437500 Penalty: 2627.282227
	Iteration 6Q: 3 clusters Score -287075.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -287143.906250 Penalty: 2627.282227
	Iteration 7Q: 3 clusters Score -287143.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -287188.656250 Penalty: 2627.282227
	Iteration 8Q: 3 clusters Score -287188.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -287213.687500 Penalty: 2627.282227
	Iteration 9Q: 3 clusters Score -287213.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -287230.468750 Penalty: 2627.282227
	Iteration 10Q: 3 clusters Score -287230.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -287241.218750 Penalty: 2627.282227
	Iteration 11Q: 3 clusters Score -287241.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -287250.343750 Penalty: 2627.282227
	Iteration 12Q: 3 clusters Score -287250.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -287259.625000 Penalty: 2627.282227
	Iteration 13Q: 3 clusters Score -287259.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -287267.656250 Penalty: 2627.282227
	Iteration 14Q: 3 clusters Score -287267.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -287272.656250 Penalty: 2627.282227
	Iteration 15Q: 3 clusters Score -287272.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -287279.406250 Penalty: 2627.282227
	Iteration 16Q: 3 clusters Score -287279.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -287286.250000 Penalty: 2627.282227
	Iteration 17Q: 3 clusters Score -287286.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -287288.343750 Penalty: 2627.282227
	Iteration 18Q: 3 clusters Score -287288.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -287292.343750 Penalty: 2627.282227
	Iteration 19Q: 3 clusters Score -287292.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -287294.312500 Penalty: 2627.282227
	Iteration 20F: 3 clusters Score -287294.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -287296.250000 Penalty: 2627.282227
	Iteration 21Q: 3 clusters Score -287296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -287297.062500 Penalty: 2627.282227
	Iteration 22Q: 3 clusters Score -287297.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -287298.000000 Penalty: 2627.282227
	Iteration 23Q: 3 clusters Score -287298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -287298.531250 Penalty: 2627.282227
	Iteration 24Q: 3 clusters Score -287298.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -287298.968750 Penalty: 2627.282227
	Iteration 25Q: 3 clusters Score -287299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -287299.031250 Penalty: 2627.282227
	Iteration 26Q: 3 clusters Score -287299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -287299.562500 Penalty: 2627.282227
	Iteration 27Q: 3 clusters Score -287299.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -287299.500000 Penalty: 2627.282227
	Iteration 28Q: 3 clusters Score -287299.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -287300.125000 Penalty: 2627.282227
	Iteration 29Q: 3 clusters Score -287300.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -287300.218750 Penalty: 2627.282227
	Iteration 30Q: 3 clusters Score -287300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -287300.750000 Penalty: 2627.282227
	Iteration 31Q: 3 clusters Score -287300.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -287300.125000 Penalty: 2627.282227
	Iteration 32Q: 3 clusters Score -287300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -287301.468750 Penalty: 2627.282227
	Iteration 33Q: 3 clusters Score -287301.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -287303.312500 Penalty: 2627.282227
	Iteration 34Q: 3 clusters Score -287303.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -287303.937500 Penalty: 2627.282227
	Iteration 35Q: 3 clusters Score -287303.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -287304.875000 Penalty: 2627.282227
	Iteration 36Q: 3 clusters Score -287304.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -287305.562500 Penalty: 2627.282227
	Iteration 37Q: 3 clusters Score -287305.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -287306.812500 Penalty: 2627.282227
	Iteration 38Q: 3 clusters Score -287306.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -287306.531250 Penalty: 2627.282227
	Iteration 39Q: 3 clusters Score -287306.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -287307.093750 Penalty: 2627.282227
	Iteration 40F: 3 clusters Score -287307.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -287309.375000 Penalty: 2627.282227
	Iteration 41Q: 3 clusters Score -287309.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -287310.500000 Penalty: 2627.282227
	Iteration 42Q: 3 clusters Score -287310.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -287310.562500 Penalty: 2627.282227
	Iteration 43Q: 3 clusters Score -287310.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -287310.812500 Penalty: 2627.282227
	Iteration 44Q: 3 clusters Score -287310.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -287310.812500 Penalty: 2627.282227
	Iteration 45F: 3 clusters Score -287310.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Entering Unmasked Estep 
Score: -4225909.000000 Penalty: 1727.872803
	Iteration 0F: 2 clusters Score -4225909 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 20838 members 
Entering Unmasked Estep 
Score: -4198219.000000 Penalty: 3455.745605
	Iteration 0F: 3 clusters Score -4198219 nChanged 19312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -4209045.500000 Penalty: 3455.745605
	Iteration 1F: 3 clusters Score -4209046 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -4209582.000000 Penalty: 3455.745605
	Iteration 2Q: 3 clusters Score -4209582 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -4210195.500000 Penalty: 3455.745605
	Iteration 3Q: 3 clusters Score -4210196 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -4211105.000000 Penalty: 3455.745605
	Iteration 4Q: 3 clusters Score -4211105 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -4212550.500000 Penalty: 3455.745605
	Iteration 5F: 3 clusters Score -4212550 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -4214649.000000 Penalty: 3455.745605
	Iteration 6F: 3 clusters Score -4214649 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -4217362.000000 Penalty: 3455.745605
	Iteration 7F: 3 clusters Score -4217362 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -4220190.500000 Penalty: 3455.745605
	Iteration 8F: 3 clusters Score -4220190 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -4222383.500000 Penalty: 3455.745605
	Iteration 9F: 3 clusters Score -4222384 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -4223553.000000 Penalty: 3455.745605
	Iteration 10Q: 3 clusters Score -4223553 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -4224028.500000 Penalty: 3455.745605
	Iteration 11Q: 3 clusters Score -4224028 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -4224198.000000 Penalty: 3455.745605
	Iteration 12Q: 3 clusters Score -4224198 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -4224263.500000 Penalty: 3455.745605
	Iteration 13Q: 3 clusters Score -4224264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -4224319.000000 Penalty: 3455.745605
	Iteration 14Q: 3 clusters Score -4224319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -4224352.500000 Penalty: 3455.745605
	Iteration 15Q: 3 clusters Score -4224352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -4224370.500000 Penalty: 3455.745605
	Iteration 16Q: 3 clusters Score -4224370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -4224381.000000 Penalty: 3455.745605
	Iteration 17Q: 3 clusters Score -4224381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -4224392.000000 Penalty: 3455.745605
	Iteration 18Q: 3 clusters Score -4224392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -4224397.500000 Penalty: 3455.745605
	Iteration 19Q: 3 clusters Score -4224398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -4224412.500000 Penalty: 3455.745605
	Iteration 20F: 3 clusters Score -4224412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -4224412.000000 Penalty: 3455.745605
	Iteration 21Q: 3 clusters Score -4224412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -4224417.000000 Penalty: 3455.745605
	Iteration 22Q: 3 clusters Score -4224417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -4224418.500000 Penalty: 3455.745605
	Iteration 23Q: 3 clusters Score -4224418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -4224418.500000 Penalty: 3455.745605
	Iteration 24Q: 3 clusters Score -4224418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -4224421.000000 Penalty: 3455.745605
	Iteration 25Q: 3 clusters Score -4224421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -4224421.000000 Penalty: 3455.745605
	Iteration 26F: 3 clusters Score -4224421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 172067 members 
Mstep: Class 2 contains 6352 members 
Mstep: Class 3 contains 73650 members 
Mstep: Class 4 contains 182317 members 
Mstep: Class 5 contains 4361 members 
Mstep: Class 6 contains 3977 members 
Mstep: Class 7 contains 2512 members 
Mstep: Class 8 contains 29135 members 
Mstep: Class 9 contains 148948 members 
Mstep: Class 10 contains 201829 members 
Mstep: Class 11 contains 100590 members 
Mstep: Class 12 contains 11411 members 
Mstep: Class 13 contains 12486 members 
Mstep: Class 15 contains 64723 members 
Mstep: Class 16 contains 159562 members 
Mstep: Class 17 contains 68167 members 
Mstep: Class 18 contains 3242 members 
Mstep: Class 19 contains 41484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127925584.000000 Penalty: 41147.996094
Iteration 79Q: 19 clusters Score -1.279256e+08 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 172266 members 
Mstep: Class 2 contains 6362 members 
Mstep: Class 3 contains 73190 members 
Mstep: Class 4 contains 181800 members 
Mstep: Class 5 contains 4372 members 
Mstep: Class 6 contains 3486 members 
Mstep: Class 7 contains 2464 members 
Mstep: Class 8 contains 29178 members 
Mstep: Class 9 contains 149275 members 
Mstep: Class 10 contains 200717 members 
Mstep: Class 11 contains 98709 members 
Mstep: Class 12 contains 11404 members 
Mstep: Class 13 contains 12682 members 
Mstep: Class 15 contains 67341 members 
Mstep: Class 16 contains 160570 members 
Mstep: Class 17 contains 68140 members 
Mstep: Class 18 contains 3249 members 
Mstep: Class 19 contains 41608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127933040.000000 Penalty: 41147.996094
Iteration 80F: 19 clusters Score -1.27933e+08 nChanged 18500
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 172047 members 
Mstep: Class 2 contains 6354 members 
Mstep: Class 3 contains 72542 members 
Mstep: Class 4 contains 189046 members 
Mstep: Class 5 contains 4376 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 2402 members 
Mstep: Class 8 contains 29204 members 
Mstep: Class 9 contains 149562 members 
Mstep: Class 10 contains 198869 members 
Mstep: Class 11 contains 89407 members 
Mstep: Class 12 contains 11393 members 
Mstep: Class 13 contains 12865 members 
Mstep: Class 15 contains 71439 members 
Mstep: Class 16 contains 161169 members 
Mstep: Class 17 contains 68079 members 
Mstep: Class 18 contains 3253 members 
Mstep: Class 19 contains 41735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127931560.000000 Penalty: 41147.996094
Iteration 81Q: 19 clusters Score -1.279316e+08 nChanged 19286
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 171759 members 
Mstep: Class 2 contains 6396 members 
Mstep: Class 3 contains 71820 members 
Mstep: Class 4 contains 194243 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 2742 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 29228 members 
Mstep: Class 9 contains 149878 members 
Mstep: Class 10 contains 197139 members 
Mstep: Class 11 contains 81955 members 
Mstep: Class 12 contains 11341 members 
Mstep: Class 13 contains 13065 members 
Mstep: Class 15 contains 75598 members 
Mstep: Class 16 contains 161799 members 
Mstep: Class 17 contains 68002 members 
Mstep: Class 18 contains 3255 members 
Mstep: Class 19 contains 41861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127930232.000000 Penalty: 41147.996094
Iteration 82Q: 19 clusters Score -1.279302e+08 nChanged 17258
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 171210 members 
Mstep: Class 2 contains 6440 members 
Mstep: Class 3 contains 71157 members 
Mstep: Class 4 contains 197925 members 
Mstep: Class 5 contains 4396 members 
Mstep: Class 6 contains 2470 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 29250 members 
Mstep: Class 9 contains 150218 members 
Mstep: Class 10 contains 195448 members 
Mstep: Class 11 contains 76459 members 
Mstep: Class 12 contains 11256 members 
Mstep: Class 13 contains 13283 members 
Mstep: Class 15 contains 79390 members 
Mstep: Class 16 contains 162389 members 
Mstep: Class 17 contains 67960 members 
Mstep: Class 18 contains 3266 members 
Mstep: Class 19 contains 41994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127930216.000000 Penalty: 41147.996094
Iteration 83Q: 19 clusters Score -1.279302e+08 nChanged 15043
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170531 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 70549 members 
Mstep: Class 4 contains 200377 members 
Mstep: Class 5 contains 4410 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 29290 members 
Mstep: Class 9 contains 150501 members 
Mstep: Class 10 contains 193679 members 
Mstep: Class 11 contains 72810 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 13502 members 
Mstep: Class 15 contains 82794 members 
Mstep: Class 16 contains 162927 members 
Mstep: Class 17 contains 67899 members 
Mstep: Class 18 contains 3263 members 
Mstep: Class 19 contains 42088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127931240.000000 Penalty: 41147.996094
Iteration 84Q: 19 clusters Score -1.279312e+08 nChanged 13388
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 169600 members 
Mstep: Class 2 contains 6571 members 
Mstep: Class 3 contains 69989 members 
Mstep: Class 4 contains 202005 members 
Mstep: Class 5 contains 4428 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 2226 members 
Mstep: Class 8 contains 29331 members 
Mstep: Class 9 contains 150767 members 
Mstep: Class 10 contains 191826 members 
Mstep: Class 11 contains 70610 members 
Mstep: Class 12 contains 11144 members 
Mstep: Class 13 contains 13703 members 
Mstep: Class 15 contains 85907 members 
Mstep: Class 16 contains 163343 members 
Mstep: Class 17 contains 67844 members 
Mstep: Class 18 contains 3266 members 
Mstep: Class 19 contains 42222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127932120.000000 Penalty: 41147.996094
Iteration 85Q: 19 clusters Score -1.279321e+08 nChanged 11781
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 168588 members 
Mstep: Class 2 contains 6627 members 
Mstep: Class 3 contains 69467 members 
Mstep: Class 4 contains 203093 members 
Mstep: Class 5 contains 4444 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 2190 members 
Mstep: Class 8 contains 29357 members 
Mstep: Class 9 contains 150985 members 
Mstep: Class 10 contains 189997 members 
Mstep: Class 11 contains 69480 members 
Mstep: Class 12 contains 11133 members 
Mstep: Class 13 contains 13885 members 
Mstep: Class 15 contains 88631 members 
Mstep: Class 16 contains 163685 members 
Mstep: Class 17 contains 67767 members 
Mstep: Class 18 contains 3257 members 
Mstep: Class 19 contains 42347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2274.176514 but Gain 2286.000000
Score: -127933224.000000 Penalty: 38861.996094
Iteration 86Q: 18 clusters Score -1.279332e+08 nChanged 12515
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 167744 members 
Mstep: Class 2 contains 6681 members 
Mstep: Class 3 contains 69134 members 
Mstep: Class 4 contains 203781 members 
Mstep: Class 5 contains 4457 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 29392 members 
Mstep: Class 9 contains 151253 members 
Mstep: Class 10 contains 188234 members 
Mstep: Class 11 contains 69089 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 14135 members 
Mstep: Class 15 contains 91035 members 
Mstep: Class 16 contains 165029 members 
Mstep: Class 17 contains 67815 members 
Mstep: Class 18 contains 3254 members 
Mstep: Class 19 contains 42521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127935904.000000 Penalty: 38861.996094
Iteration 87Q: 18 clusters Score -1.279359e+08 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 166989 members 
Mstep: Class 2 contains 6736 members 
Mstep: Class 3 contains 68628 members 
Mstep: Class 4 contains 203674 members 
Mstep: Class 5 contains 4470 members 
Mstep: Class 7 contains 2129 members 
Mstep: Class 8 contains 29422 members 
Mstep: Class 9 contains 151393 members 
Mstep: Class 10 contains 186238 members 
Mstep: Class 11 contains 69338 members 
Mstep: Class 12 contains 11066 members 
Mstep: Class 13 contains 14315 members 
Mstep: Class 15 contains 93136 members 
Mstep: Class 16 contains 165645 members 
Mstep: Class 17 contains 67779 members 
Mstep: Class 18 contains 3239 members 
Mstep: Class 19 contains 42616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127936736.000000 Penalty: 38861.996094
Iteration 88Q: 18 clusters Score -1.279367e+08 nChanged 9476
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 166369 members 
Mstep: Class 2 contains 6798 members 
Mstep: Class 3 contains 68243 members 
Mstep: Class 4 contains 203119 members 
Mstep: Class 5 contains 4488 members 
Mstep: Class 7 contains 2094 members 
Mstep: Class 8 contains 29448 members 
Mstep: Class 9 contains 151563 members 
Mstep: Class 10 contains 184358 members 
Mstep: Class 11 contains 70159 members 
Mstep: Class 12 contains 11012 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 15 contains 94872 members 
Mstep: Class 16 contains 166062 members 
Mstep: Class 17 contains 67785 members 
Mstep: Class 18 contains 3231 members 
Mstep: Class 19 contains 42719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127937120.000000 Penalty: 38861.996094
Iteration 89Q: 18 clusters Score -1.279371e+08 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 165880 members 
Mstep: Class 2 contains 6869 members 
Mstep: Class 3 contains 67897 members 
Mstep: Class 4 contains 202197 members 
Mstep: Class 5 contains 4509 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 29476 members 
Mstep: Class 9 contains 151797 members 
Mstep: Class 10 contains 182545 members 
Mstep: Class 11 contains 71365 members 
Mstep: Class 12 contains 10953 members 
Mstep: Class 13 contains 14656 members 
Mstep: Class 15 contains 96324 members 
Mstep: Class 16 contains 166424 members 
Mstep: Class 17 contains 67807 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 42823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127938192.000000 Penalty: 38861.996094
Iteration 90Q: 18 clusters Score -1.279382e+08 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 165501 members 
Mstep: Class 2 contains 6935 members 
Mstep: Class 3 contains 67597 members 
Mstep: Class 4 contains 201031 members 
Mstep: Class 5 contains 4531 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 8 contains 29489 members 
Mstep: Class 9 contains 152020 members 
Mstep: Class 10 contains 180777 members 
Mstep: Class 11 contains 72894 members 
Mstep: Class 12 contains 10920 members 
Mstep: Class 13 contains 14841 members 
Mstep: Class 15 contains 97495 members 
Mstep: Class 16 contains 166701 members 
Mstep: Class 17 contains 67873 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 42960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127939384.000000 Penalty: 38861.996094
Iteration 91Q: 18 clusters Score -1.279394e+08 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 165281 members 
Mstep: Class 2 contains 6964 members 
Mstep: Class 3 contains 67339 members 
Mstep: Class 4 contains 199659 members 
Mstep: Class 5 contains 4557 members 
Mstep: Class 7 contains 1995 members 
Mstep: Class 8 contains 29479 members 
Mstep: Class 9 contains 152245 members 
Mstep: Class 10 contains 179060 members 
Mstep: Class 11 contains 74690 members 
Mstep: Class 12 contains 10897 members 
Mstep: Class 13 contains 15004 members 
Mstep: Class 15 contains 98467 members 
Mstep: Class 16 contains 166899 members 
Mstep: Class 17 contains 67971 members 
Mstep: Class 18 contains 3219 members 
Mstep: Class 19 contains 43087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127940312.000000 Penalty: 38861.996094
Iteration 92Q: 18 clusters Score -1.279403e+08 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 165134 members 
Mstep: Class 2 contains 7004 members 
Mstep: Class 3 contains 67098 members 
Mstep: Class 4 contains 198109 members 
Mstep: Class 5 contains 4574 members 
Mstep: Class 7 contains 1959 members 
Mstep: Class 8 contains 29462 members 
Mstep: Class 9 contains 152503 members 
Mstep: Class 10 contains 177450 members 
Mstep: Class 11 contains 76676 members 
Mstep: Class 12 contains 10885 members 
Mstep: Class 13 contains 15154 members 
Mstep: Class 15 contains 99275 members 
Mstep: Class 16 contains 167039 members 
Mstep: Class 17 contains 68063 members 
Mstep: Class 18 contains 3209 members 
Mstep: Class 19 contains 43219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127941712.000000 Penalty: 38861.996094
Iteration 93Q: 18 clusters Score -1.279417e+08 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 165033 members 
Mstep: Class 2 contains 7007 members 
Mstep: Class 3 contains 66872 members 
Mstep: Class 4 contains 196397 members 
Mstep: Class 5 contains 4595 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 29443 members 
Mstep: Class 9 contains 152776 members 
Mstep: Class 10 contains 176003 members 
Mstep: Class 11 contains 78867 members 
Mstep: Class 12 contains 10853 members 
Mstep: Class 13 contains 15316 members 
Mstep: Class 15 contains 99909 members 
Mstep: Class 16 contains 167122 members 
Mstep: Class 17 contains 68144 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 43345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127942952.000000 Penalty: 38861.996094
Iteration 94Q: 18 clusters Score -1.27943e+08 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164926 members 
Mstep: Class 2 contains 7009 members 
Mstep: Class 3 contains 66731 members 
Mstep: Class 4 contains 194581 members 
Mstep: Class 5 contains 4621 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 29415 members 
Mstep: Class 9 contains 153083 members 
Mstep: Class 10 contains 174612 members 
Mstep: Class 11 contains 81192 members 
Mstep: Class 12 contains 10822 members 
Mstep: Class 13 contains 15480 members 
Mstep: Class 15 contains 100369 members 
Mstep: Class 16 contains 167185 members 
Mstep: Class 17 contains 68226 members 
Mstep: Class 18 contains 3196 members 
Mstep: Class 19 contains 43458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127944744.000000 Penalty: 38861.996094
Iteration 95Q: 18 clusters Score -1.279447e+08 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164831 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 66601 members 
Mstep: Class 4 contains 192694 members 
Mstep: Class 5 contains 4650 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 29386 members 
Mstep: Class 9 contains 153414 members 
Mstep: Class 10 contains 173350 members 
Mstep: Class 11 contains 83640 members 
Mstep: Class 12 contains 10799 members 
Mstep: Class 13 contains 15627 members 
Mstep: Class 15 contains 100601 members 
Mstep: Class 16 contains 167271 members 
Mstep: Class 17 contains 68309 members 
Mstep: Class 18 contains 3209 members 
Mstep: Class 19 contains 43556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127945968.000000 Penalty: 38861.996094
Iteration 96Q: 18 clusters Score -1.27946e+08 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164791 members 
Mstep: Class 2 contains 6955 members 
Mstep: Class 3 contains 66477 members 
Mstep: Class 4 contains 190797 members 
Mstep: Class 5 contains 4685 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 8 contains 29349 members 
Mstep: Class 9 contains 153785 members 
Mstep: Class 10 contains 172136 members 
Mstep: Class 11 contains 86175 members 
Mstep: Class 12 contains 10777 members 
Mstep: Class 13 contains 15755 members 
Mstep: Class 15 contains 100645 members 
Mstep: Class 16 contains 167363 members 
Mstep: Class 17 contains 68401 members 
Mstep: Class 18 contains 3212 members 
Mstep: Class 19 contains 43632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127946744.000000 Penalty: 38861.996094
Iteration 97Q: 18 clusters Score -1.279467e+08 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164786 members 
Mstep: Class 2 contains 6935 members 
Mstep: Class 3 contains 66375 members 
Mstep: Class 4 contains 188755 members 
Mstep: Class 5 contains 4720 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 29318 members 
Mstep: Class 9 contains 154139 members 
Mstep: Class 10 contains 171040 members 
Mstep: Class 11 contains 88748 members 
Mstep: Class 12 contains 10748 members 
Mstep: Class 13 contains 15876 members 
Mstep: Class 15 contains 100614 members 
Mstep: Class 16 contains 167433 members 
Mstep: Class 17 contains 68502 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 43745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127948328.000000 Penalty: 38861.996094
Iteration 98Q: 18 clusters Score -1.279483e+08 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164732 members 
Mstep: Class 2 contains 6907 members 
Mstep: Class 3 contains 66266 members 
Mstep: Class 4 contains 186818 members 
Mstep: Class 5 contains 4739 members 
Mstep: Class 7 contains 1868 members 
Mstep: Class 8 contains 29302 members 
Mstep: Class 9 contains 154551 members 
Mstep: Class 10 contains 170088 members 
Mstep: Class 11 contains 91244 members 
Mstep: Class 12 contains 10726 members 
Mstep: Class 13 contains 15999 members 
Mstep: Class 15 contains 100417 members 
Mstep: Class 16 contains 167500 members 
Mstep: Class 17 contains 68600 members 
Mstep: Class 18 contains 3209 members 
Mstep: Class 19 contains 43847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127950008.000000 Penalty: 38861.996094
Iteration 99Q: 18 clusters Score -1.2795e+08 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164700 members 
Mstep: Class 2 contains 6886 members 
Mstep: Class 3 contains 66162 members 
Mstep: Class 4 contains 184915 members 
Mstep: Class 5 contains 4748 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 29298 members 
Mstep: Class 9 contains 154883 members 
Mstep: Class 10 contains 169300 members 
Mstep: Class 11 contains 93703 members 
Mstep: Class 12 contains 10703 members 
Mstep: Class 13 contains 16121 members 
Mstep: Class 15 contains 100086 members 
Mstep: Class 16 contains 167619 members 
Mstep: Class 17 contains 68676 members 
Mstep: Class 18 contains 3205 members 
Mstep: Class 19 contains 43946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127951320.000000 Penalty: 38861.996094
Iteration 100F: 18 clusters Score -1.279513e+08 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164600 members 
Mstep: Class 2 contains 6844 members 
Mstep: Class 3 contains 66076 members 
Mstep: Class 4 contains 183152 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 7 contains 1857 members 
Mstep: Class 8 contains 29281 members 
Mstep: Class 9 contains 155132 members 
Mstep: Class 10 contains 168609 members 
Mstep: Class 11 contains 96149 members 
Mstep: Class 12 contains 10694 members 
Mstep: Class 13 contains 16247 members 
Mstep: Class 15 contains 99714 members 
Mstep: Class 16 contains 167707 members 
Mstep: Class 17 contains 68756 members 
Mstep: Class 18 contains 3197 members 
Mstep: Class 19 contains 44038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127952816.000000 Penalty: 38861.996094
Iteration 101Q: 18 clusters Score -1.279528e+08 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164448 members 
Mstep: Class 2 contains 6815 members 
Mstep: Class 3 contains 66020 members 
Mstep: Class 4 contains 181653 members 
Mstep: Class 5 contains 4776 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 8 contains 29277 members 
Mstep: Class 9 contains 155336 members 
Mstep: Class 10 contains 167912 members 
Mstep: Class 11 contains 98421 members 
Mstep: Class 12 contains 10683 members 
Mstep: Class 13 contains 16387 members 
Mstep: Class 15 contains 99328 members 
Mstep: Class 16 contains 167762 members 
Mstep: Class 17 contains 68836 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 19 contains 44115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127953640.000000 Penalty: 38861.996094
Iteration 102Q: 18 clusters Score -1.279536e+08 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164365 members 
Mstep: Class 2 contains 6790 members 
Mstep: Class 3 contains 65958 members 
Mstep: Class 4 contains 180265 members 
Mstep: Class 5 contains 4791 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 8 contains 29265 members 
Mstep: Class 9 contains 155514 members 
Mstep: Class 10 contains 167334 members 
Mstep: Class 11 contains 100563 members 
Mstep: Class 12 contains 10669 members 
Mstep: Class 13 contains 16507 members 
Mstep: Class 15 contains 98873 members 
Mstep: Class 16 contains 167790 members 
Mstep: Class 17 contains 68902 members 
Mstep: Class 18 contains 3186 members 
Mstep: Class 19 contains 44194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127954976.000000 Penalty: 38861.996094
Iteration 103Q: 18 clusters Score -1.27955e+08 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164308 members 
Mstep: Class 2 contains 6761 members 
Mstep: Class 3 contains 65878 members 
Mstep: Class 4 contains 178974 members 
Mstep: Class 5 contains 4802 members 
Mstep: Class 7 contains 1844 members 
Mstep: Class 8 contains 29255 members 
Mstep: Class 9 contains 155634 members 
Mstep: Class 10 contains 166900 members 
Mstep: Class 11 contains 102587 members 
Mstep: Class 12 contains 10664 members 
Mstep: Class 13 contains 16609 members 
Mstep: Class 15 contains 98382 members 
Mstep: Class 16 contains 167801 members 
Mstep: Class 17 contains 68985 members 
Mstep: Class 18 contains 3184 members 
Mstep: Class 19 contains 44245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127955960.000000 Penalty: 38861.996094
Iteration 104Q: 18 clusters Score -1.27956e+08 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164212 members 
Mstep: Class 2 contains 6721 members 
Mstep: Class 3 contains 65790 members 
Mstep: Class 4 contains 177861 members 
Mstep: Class 5 contains 4811 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 29253 members 
Mstep: Class 9 contains 155729 members 
Mstep: Class 10 contains 166476 members 
Mstep: Class 11 contains 104510 members 
Mstep: Class 12 contains 10630 members 
Mstep: Class 13 contains 16699 members 
Mstep: Class 15 contains 97936 members 
Mstep: Class 16 contains 167797 members 
Mstep: Class 17 contains 69061 members 
Mstep: Class 18 contains 3181 members 
Mstep: Class 19 contains 44305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127957120.000000 Penalty: 38861.996094
Iteration 105Q: 18 clusters Score -1.279571e+08 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164157 members 
Mstep: Class 2 contains 6691 members 
Mstep: Class 3 contains 65727 members 
Mstep: Class 4 contains 176903 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 7 contains 1836 members 
Mstep: Class 8 contains 29234 members 
Mstep: Class 9 contains 155795 members 
Mstep: Class 10 contains 166099 members 
Mstep: Class 11 contains 106277 members 
Mstep: Class 12 contains 10606 members 
Mstep: Class 13 contains 16771 members 
Mstep: Class 15 contains 97457 members 
Mstep: Class 16 contains 167785 members 
Mstep: Class 17 contains 69145 members 
Mstep: Class 18 contains 3173 members 
Mstep: Class 19 contains 44338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958256.000000 Penalty: 38861.996094
Iteration 106Q: 18 clusters Score -1.279583e+08 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164108 members 
Mstep: Class 2 contains 6679 members 
Mstep: Class 3 contains 65658 members 
Mstep: Class 4 contains 176009 members 
Mstep: Class 5 contains 4828 members 
Mstep: Class 7 contains 1832 members 
Mstep: Class 8 contains 29212 members 
Mstep: Class 9 contains 155855 members 
Mstep: Class 10 contains 165742 members 
Mstep: Class 11 contains 107951 members 
Mstep: Class 12 contains 10594 members 
Mstep: Class 13 contains 16830 members 
Mstep: Class 15 contains 96998 members 
Mstep: Class 16 contains 167771 members 
Mstep: Class 17 contains 69207 members 
Mstep: Class 18 contains 3174 members 
Mstep: Class 19 contains 44365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959144.000000 Penalty: 38861.996094
Iteration 107Q: 18 clusters Score -1.279591e+08 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164028 members 
Mstep: Class 2 contains 6658 members 
Mstep: Class 3 contains 65581 members 
Mstep: Class 4 contains 175237 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 7 contains 1829 members 
Mstep: Class 8 contains 29196 members 
Mstep: Class 9 contains 155901 members 
Mstep: Class 10 contains 165423 members 
Mstep: Class 11 contains 109507 members 
Mstep: Class 12 contains 10583 members 
Mstep: Class 13 contains 16890 members 
Mstep: Class 15 contains 96561 members 
Mstep: Class 16 contains 167744 members 
Mstep: Class 17 contains 69275 members 
Mstep: Class 18 contains 3175 members 
Mstep: Class 19 contains 44387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960168.000000 Penalty: 38861.996094
Iteration 108Q: 18 clusters Score -1.279602e+08 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163993 members 
Mstep: Class 2 contains 6641 members 
Mstep: Class 3 contains 65509 members 
Mstep: Class 4 contains 174494 members 
Mstep: Class 5 contains 4852 members 
Mstep: Class 7 contains 1826 members 
Mstep: Class 8 contains 29155 members 
Mstep: Class 9 contains 155948 members 
Mstep: Class 10 contains 165130 members 
Mstep: Class 11 contains 110923 members 
Mstep: Class 12 contains 10563 members 
Mstep: Class 13 contains 16945 members 
Mstep: Class 15 contains 96152 members 
Mstep: Class 16 contains 167752 members 
Mstep: Class 17 contains 69339 members 
Mstep: Class 18 contains 3175 members 
Mstep: Class 19 contains 44416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961128.000000 Penalty: 38861.996094
Iteration 109Q: 18 clusters Score -1.279611e+08 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163978 members 
Mstep: Class 2 contains 6617 members 
Mstep: Class 3 contains 65415 members 
Mstep: Class 4 contains 173863 members 
Mstep: Class 5 contains 4866 members 
Mstep: Class 7 contains 1823 members 
Mstep: Class 8 contains 29115 members 
Mstep: Class 9 contains 156005 members 
Mstep: Class 10 contains 164911 members 
Mstep: Class 11 contains 112183 members 
Mstep: Class 12 contains 10543 members 
Mstep: Class 13 contains 16985 members 
Mstep: Class 15 contains 95744 members 
Mstep: Class 16 contains 167748 members 
Mstep: Class 17 contains 69399 members 
Mstep: Class 18 contains 3183 members 
Mstep: Class 19 contains 44435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961680.000000 Penalty: 38861.996094
Iteration 110Q: 18 clusters Score -1.279617e+08 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163958 members 
Mstep: Class 2 contains 6600 members 
Mstep: Class 3 contains 65339 members 
Mstep: Class 4 contains 173334 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 29080 members 
Mstep: Class 9 contains 156053 members 
Mstep: Class 10 contains 164760 members 
Mstep: Class 11 contains 113293 members 
Mstep: Class 12 contains 10513 members 
Mstep: Class 13 contains 17031 members 
Mstep: Class 15 contains 95318 members 
Mstep: Class 16 contains 167733 members 
Mstep: Class 17 contains 69453 members 
Mstep: Class 18 contains 3186 members 
Mstep: Class 19 contains 44459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127962752.000000 Penalty: 38861.996094
Iteration 111Q: 18 clusters Score -1.279628e+08 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163926 members 
Mstep: Class 2 contains 6588 members 
Mstep: Class 3 contains 65286 members 
Mstep: Class 4 contains 172891 members 
Mstep: Class 5 contains 4902 members 
Mstep: Class 7 contains 1809 members 
Mstep: Class 8 contains 29053 members 
Mstep: Class 9 contains 156093 members 
Mstep: Class 10 contains 164655 members 
Mstep: Class 11 contains 114217 members 
Mstep: Class 12 contains 10483 members 
Mstep: Class 13 contains 17082 members 
Mstep: Class 15 contains 94950 members 
Mstep: Class 16 contains 167703 members 
Mstep: Class 17 contains 69499 members 
Mstep: Class 18 contains 3180 members 
Mstep: Class 19 contains 44496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127963256.000000 Penalty: 38861.996094
Iteration 112Q: 18 clusters Score -1.279633e+08 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163904 members 
Mstep: Class 2 contains 6582 members 
Mstep: Class 3 contains 65225 members 
Mstep: Class 4 contains 172536 members 
Mstep: Class 5 contains 4918 members 
Mstep: Class 7 contains 1797 members 
Mstep: Class 8 contains 29018 members 
Mstep: Class 9 contains 156107 members 
Mstep: Class 10 contains 164586 members 
Mstep: Class 11 contains 115062 members 
Mstep: Class 12 contains 10478 members 
Mstep: Class 13 contains 17124 members 
Mstep: Class 15 contains 94624 members 
Mstep: Class 16 contains 167642 members 
Mstep: Class 17 contains 69527 members 
Mstep: Class 18 contains 3181 members 
Mstep: Class 19 contains 44502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127963928.000000 Penalty: 38861.996094
Iteration 113Q: 18 clusters Score -1.279639e+08 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163858 members 
Mstep: Class 2 contains 6569 members 
Mstep: Class 3 contains 65158 members 
Mstep: Class 4 contains 172252 members 
Mstep: Class 5 contains 4933 members 
Mstep: Class 7 contains 1782 members 
Mstep: Class 8 contains 28995 members 
Mstep: Class 9 contains 156136 members 
Mstep: Class 10 contains 164529 members 
Mstep: Class 11 contains 115796 members 
Mstep: Class 12 contains 10466 members 
Mstep: Class 13 contains 17151 members 
Mstep: Class 15 contains 94334 members 
Mstep: Class 16 contains 167604 members 
Mstep: Class 17 contains 69568 members 
Mstep: Class 18 contains 3179 members 
Mstep: Class 19 contains 44503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127964392.000000 Penalty: 38861.996094
Iteration 114Q: 18 clusters Score -1.279644e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163817 members 
Mstep: Class 2 contains 6566 members 
Mstep: Class 3 contains 65093 members 
Mstep: Class 4 contains 172014 members 
Mstep: Class 5 contains 4955 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 28956 members 
Mstep: Class 9 contains 156154 members 
Mstep: Class 10 contains 164498 members 
Mstep: Class 11 contains 116446 members 
Mstep: Class 12 contains 10450 members 
Mstep: Class 13 contains 17188 members 
Mstep: Class 15 contains 94056 members 
Mstep: Class 16 contains 167579 members 
Mstep: Class 17 contains 69608 members 
Mstep: Class 18 contains 3183 members 
Mstep: Class 19 contains 44483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127964872.000000 Penalty: 38861.996094
Iteration 115Q: 18 clusters Score -1.279649e+08 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163794 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 65018 members 
Mstep: Class 4 contains 171835 members 
Mstep: Class 5 contains 4979 members 
Mstep: Class 7 contains 1756 members 
Mstep: Class 8 contains 28923 members 
Mstep: Class 9 contains 156173 members 
Mstep: Class 10 contains 164469 members 
Mstep: Class 11 contains 117001 members 
Mstep: Class 12 contains 10431 members 
Mstep: Class 13 contains 17216 members 
Mstep: Class 15 contains 93801 members 
Mstep: Class 16 contains 167547 members 
Mstep: Class 17 contains 69648 members 
Mstep: Class 18 contains 3182 members 
Mstep: Class 19 contains 44475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127965120.000000 Penalty: 38861.996094
Iteration 116Q: 18 clusters Score -1.279651e+08 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163767 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 64948 members 
Mstep: Class 4 contains 171705 members 
Mstep: Class 5 contains 5002 members 
Mstep: Class 7 contains 1744 members 
Mstep: Class 8 contains 28886 members 
Mstep: Class 9 contains 156181 members 
Mstep: Class 10 contains 164451 members 
Mstep: Class 11 contains 117498 members 
Mstep: Class 12 contains 10410 members 
Mstep: Class 13 contains 17237 members 
Mstep: Class 15 contains 93594 members 
Mstep: Class 16 contains 167499 members 
Mstep: Class 17 contains 69679 members 
Mstep: Class 18 contains 3180 members 
Mstep: Class 19 contains 44471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127966008.000000 Penalty: 38861.996094
Iteration 117Q: 18 clusters Score -1.27966e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163708 members 
Mstep: Class 2 contains 6557 members 
Mstep: Class 3 contains 64870 members 
Mstep: Class 4 contains 171599 members 
Mstep: Class 5 contains 5022 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 28866 members 
Mstep: Class 9 contains 156184 members 
Mstep: Class 10 contains 164432 members 
Mstep: Class 11 contains 117953 members 
Mstep: Class 12 contains 10401 members 
Mstep: Class 13 contains 17259 members 
Mstep: Class 15 contains 93414 members 
Mstep: Class 16 contains 167474 members 
Mstep: Class 17 contains 69694 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 19 contains 44474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127966160.000000 Penalty: 38861.996094
Iteration 118Q: 18 clusters Score -1.279662e+08 nChanged 1596
Entering ConstructFrom: 
Score: -127966160.000000 Penalty: 38861.996094
Entering ConstructFrom: 
Trying to split cluster 1 (163683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163683 members 
Entering Unmasked Estep 
Score: -16483374.000000 Penalty: 1950.924072
	Iteration 0F: 2 clusters Score -1.648337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81794 members 
Mstep: Class 2 contains 81889 members 
Entering Unmasked Estep 
Score: -16376997.000000 Penalty: 3901.848145
	Iteration 0F: 3 clusters Score -1.6377e+07 nChanged 78682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79926 members 
Mstep: Class 2 contains 83757 members 
Entering Unmasked Estep 
Score: -16422876.000000 Penalty: 3901.848145
	Iteration 1F: 3 clusters Score -1.642288e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 84771 members 
Entering Unmasked Estep 
Score: -16423697.000000 Penalty: 3901.848145
	Iteration 2Q: 3 clusters Score -1.64237e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77361 members 
Mstep: Class 2 contains 86322 members 
Entering Unmasked Estep 
Score: -16424645.000000 Penalty: 3901.848145
	Iteration 3Q: 3 clusters Score -1.642464e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74866 members 
Mstep: Class 2 contains 88817 members 
Entering Unmasked Estep 
Score: -16426281.000000 Penalty: 3901.848145
	Iteration 4Q: 3 clusters Score -1.642628e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71141 members 
Mstep: Class 2 contains 92542 members 
Entering Unmasked Estep 
Score: -16428818.000000 Penalty: 3901.848145
	Iteration 5Q: 3 clusters Score -1.642882e+07 nChanged 8856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
Score: -16433313.000000 Penalty: 3901.848145
	Iteration 6F: 3 clusters Score -1.643331e+07 nChanged 11194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57985 members 
Mstep: Class 2 contains 105698 members 
Entering Unmasked Estep 
Score: -16440487.000000 Penalty: 3901.848145
	Iteration 7F: 3 clusters Score -1.644049e+07 nChanged 12922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 114508 members 
Entering Unmasked Estep 
Score: -16450430.000000 Penalty: 3901.848145
	Iteration 8F: 3 clusters Score -1.645043e+07 nChanged 12230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 122398 members 
Entering Unmasked Estep 
Score: -16462146.000000 Penalty: 3901.848145
	Iteration 9F: 3 clusters Score -1.646215e+07 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 127137 members 
Entering Unmasked Estep 
Score: -16471457.000000 Penalty: 3901.848145
	Iteration 10F: 3 clusters Score -1.647146e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 129226 members 
Entering Unmasked Estep 
Score: -16475432.000000 Penalty: 3901.848145
	Iteration 11Q: 3 clusters Score -1.647543e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 130577 members 
Entering Unmasked Estep 
Score: -16476972.000000 Penalty: 3901.848145
	Iteration 12Q: 3 clusters Score -1.647697e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 131723 members 
Entering Unmasked Estep 
Score: -16477870.000000 Penalty: 3901.848145
	Iteration 13Q: 3 clusters Score -1.647787e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 132787 members 
Entering Unmasked Estep 
Score: -16478529.000000 Penalty: 3901.848145
	Iteration 14Q: 3 clusters Score -1.647853e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 133850 members 
Entering Unmasked Estep 
Score: -16479129.000000 Penalty: 3901.848145
	Iteration 15Q: 3 clusters Score -1.647913e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 134883 members 
Entering Unmasked Estep 
Score: -16479671.000000 Penalty: 3901.848145
	Iteration 16Q: 3 clusters Score -1.647967e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 135880 members 
Entering Unmasked Estep 
Score: -16480169.000000 Penalty: 3901.848145
	Iteration 17Q: 3 clusters Score -1.648017e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 136834 members 
Entering Unmasked Estep 
Score: -16480522.000000 Penalty: 3901.848145
	Iteration 18Q: 3 clusters Score -1.648052e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 137715 members 
Entering Unmasked Estep 
Score: -16480990.000000 Penalty: 3901.848145
	Iteration 19Q: 3 clusters Score -1.648099e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 138568 members 
Entering Unmasked Estep 
Score: -16481289.000000 Penalty: 3901.848145
	Iteration 20F: 3 clusters Score -1.648129e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 139408 members 
Entering Unmasked Estep 
Score: -16481595.000000 Penalty: 3901.848145
	Iteration 21Q: 3 clusters Score -1.64816e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 140208 members 
Entering Unmasked Estep 
Score: -16481870.000000 Penalty: 3901.848145
	Iteration 22Q: 3 clusters Score -1.648187e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 140909 members 
Entering Unmasked Estep 
Score: -16482048.000000 Penalty: 3901.848145
	Iteration 23Q: 3 clusters Score -1.648205e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 141614 members 
Entering Unmasked Estep 
Score: -16482277.000000 Penalty: 3901.848145
	Iteration 24Q: 3 clusters Score -1.648228e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 142340 members 
Entering Unmasked Estep 
Score: -16482495.000000 Penalty: 3901.848145
	Iteration 25Q: 3 clusters Score -1.64825e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 143023 members 
Entering Unmasked Estep 
Score: -16482717.000000 Penalty: 3901.848145
	Iteration 26Q: 3 clusters Score -1.648272e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 143656 members 
Entering Unmasked Estep 
Score: -16482892.000000 Penalty: 3901.848145
	Iteration 27Q: 3 clusters Score -1.648289e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 144224 members 
Entering Unmasked Estep 
Score: -16483143.000000 Penalty: 3901.848145
	Iteration 28Q: 3 clusters Score -1.648314e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 144809 members 
Entering Unmasked Estep 
Score: -16483463.000000 Penalty: 3901.848145
	Iteration 29Q: 3 clusters Score -1.648346e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 145389 members 
Entering Unmasked Estep 
Score: -16483639.000000 Penalty: 3901.848145
	Iteration 30Q: 3 clusters Score -1.648364e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 145958 members 
Entering Unmasked Estep 
Score: -16483815.000000 Penalty: 3901.848145
	Iteration 31Q: 3 clusters Score -1.648382e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 146531 members 
Entering Unmasked Estep 
Score: -16484069.000000 Penalty: 3901.848145
	Iteration 32Q: 3 clusters Score -1.648407e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 147078 members 
Entering Unmasked Estep 
Score: -16484211.000000 Penalty: 3901.848145
	Iteration 33Q: 3 clusters Score -1.648421e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 147678 members 
Entering Unmasked Estep 
Score: -16484335.000000 Penalty: 3901.848145
	Iteration 34Q: 3 clusters Score -1.648434e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 148253 members 
Entering Unmasked Estep 
Score: -16484371.000000 Penalty: 3901.848145
	Iteration 35Q: 3 clusters Score -1.648437e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 148814 members 
Entering Unmasked Estep 
Score: -16484517.000000 Penalty: 3901.848145
	Iteration 36Q: 3 clusters Score -1.648452e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 149344 members 
Entering Unmasked Estep 
Score: -16484573.000000 Penalty: 3901.848145
	Iteration 37Q: 3 clusters Score -1.648457e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 149849 members 
Entering Unmasked Estep 
Score: -16484615.000000 Penalty: 3901.848145
	Iteration 38Q: 3 clusters Score -1.648462e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 150330 members 
Entering Unmasked Estep 
Score: -16484612.000000 Penalty: 3901.848145
	Iteration 39Q: 3 clusters Score -1.648461e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 150820 members 
Entering Unmasked Estep 
Score: -16484609.000000 Penalty: 3901.848145
	Iteration 40F: 3 clusters Score -1.648461e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 151291 members 
Entering Unmasked Estep 
Score: -16484679.000000 Penalty: 3901.848145
	Iteration 41Q: 3 clusters Score -1.648468e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 151737 members 
Entering Unmasked Estep 
Score: -16484702.000000 Penalty: 3901.848145
	Iteration 42Q: 3 clusters Score -1.64847e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 152180 members 
Entering Unmasked Estep 
Score: -16484702.000000 Penalty: 3901.848145
	Iteration 43Q: 3 clusters Score -1.64847e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 152585 members 
Entering Unmasked Estep 
Score: -16484607.000000 Penalty: 3901.848145
	Iteration 44Q: 3 clusters Score -1.648461e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 152949 members 
Entering Unmasked Estep 
Score: -16484626.000000 Penalty: 3901.848145
	Iteration 45Q: 3 clusters Score -1.648463e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 153297 members 
Entering Unmasked Estep 
Score: -16484569.000000 Penalty: 3901.848145
	Iteration 46Q: 3 clusters Score -1.648457e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 153649 members 
Entering Unmasked Estep 
Score: -16484493.000000 Penalty: 3901.848145
	Iteration 47Q: 3 clusters Score -1.648449e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 153975 members 
Entering Unmasked Estep 
Score: -16484388.000000 Penalty: 3901.848145
	Iteration 48Q: 3 clusters Score -1.648439e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 154314 members 
Entering Unmasked Estep 
Score: -16484371.000000 Penalty: 3901.848145
	Iteration 49Q: 3 clusters Score -1.648437e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 154640 members 
Entering Unmasked Estep 
Score: -16484279.000000 Penalty: 3901.848145
	Iteration 50Q: 3 clusters Score -1.648428e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 154966 members 
Entering Unmasked Estep 
Score: -16484241.000000 Penalty: 3901.848145
	Iteration 51Q: 3 clusters Score -1.648424e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 155305 members 
Entering Unmasked Estep 
Score: -16484148.000000 Penalty: 3901.848145
	Iteration 52Q: 3 clusters Score -1.648415e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 155600 members 
Entering Unmasked Estep 
Score: -16484117.000000 Penalty: 3901.848145
	Iteration 53Q: 3 clusters Score -1.648412e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 155909 members 
Entering Unmasked Estep 
Score: -16484073.000000 Penalty: 3901.848145
	Iteration 54Q: 3 clusters Score -1.648407e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 156200 members 
Entering Unmasked Estep 
Score: -16484062.000000 Penalty: 3901.848145
	Iteration 55Q: 3 clusters Score -1.648406e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 156462 members 
Entering Unmasked Estep 
Score: -16484037.000000 Penalty: 3901.848145
	Iteration 56Q: 3 clusters Score -1.648404e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 156727 members 
Entering Unmasked Estep 
Score: -16483953.000000 Penalty: 3901.848145
	Iteration 57Q: 3 clusters Score -1.648395e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 157000 members 
Entering Unmasked Estep 
Score: -16483915.000000 Penalty: 3901.848145
	Iteration 58Q: 3 clusters Score -1.648392e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 157278 members 
Entering Unmasked Estep 
Score: -16483828.000000 Penalty: 3901.848145
	Iteration 59Q: 3 clusters Score -1.648383e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 157546 members 
Entering Unmasked Estep 
Score: -16483843.000000 Penalty: 3901.848145
	Iteration 60F: 3 clusters Score -1.648384e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 157787 members 
Entering Unmasked Estep 
Score: -16483799.000000 Penalty: 3901.848145
	Iteration 61Q: 3 clusters Score -1.64838e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 158032 members 
Entering Unmasked Estep 
Score: -16483769.000000 Penalty: 3901.848145
	Iteration 62Q: 3 clusters Score -1.648377e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 158275 members 
Entering Unmasked Estep 
Score: -16483703.000000 Penalty: 3901.848145
	Iteration 63Q: 3 clusters Score -1.64837e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 158501 members 
Entering Unmasked Estep 
Score: -16483653.000000 Penalty: 3901.848145
	Iteration 64Q: 3 clusters Score -1.648365e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 158712 members 
Entering Unmasked Estep 
Score: -16483646.000000 Penalty: 3901.848145
	Iteration 65Q: 3 clusters Score -1.648365e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 158898 members 
Entering Unmasked Estep 
Score: -16483591.000000 Penalty: 3901.848145
	Iteration 66Q: 3 clusters Score -1.648359e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 159077 members 
Entering Unmasked Estep 
Score: -16483562.000000 Penalty: 3901.848145
	Iteration 67Q: 3 clusters Score -1.648356e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 159242 members 
Entering Unmasked Estep 
Score: -16483554.000000 Penalty: 3901.848145
	Iteration 68Q: 3 clusters Score -1.648355e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 159400 members 
Entering Unmasked Estep 
Score: -16483487.000000 Penalty: 3901.848145
	Iteration 69Q: 3 clusters Score -1.648349e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 159535 members 
Entering Unmasked Estep 
Score: -16483485.000000 Penalty: 3901.848145
	Iteration 70Q: 3 clusters Score -1.648348e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 159686 members 
Entering Unmasked Estep 
Score: -16483435.000000 Penalty: 3901.848145
	Iteration 71Q: 3 clusters Score -1.648344e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 159831 members 
Entering Unmasked Estep 
Score: -16483377.000000 Penalty: 3901.848145
	Iteration 72Q: 3 clusters Score -1.648338e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 159970 members 
Entering Unmasked Estep 
Score: -16483384.000000 Penalty: 3901.848145
	Iteration 73Q: 3 clusters Score -1.648338e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 160092 members 
Entering Unmasked Estep 
Score: -16483384.000000 Penalty: 3901.848145
	Iteration 74Q: 3 clusters Score -1.648338e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 160202 members 
Entering Unmasked Estep 
Score: -16483365.000000 Penalty: 3901.848145
	Iteration 75Q: 3 clusters Score -1.648336e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 160311 members 
Entering Unmasked Estep 
Score: -16483344.000000 Penalty: 3901.848145
	Iteration 76Q: 3 clusters Score -1.648334e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 160402 members 
Entering Unmasked Estep 
Score: -16483335.000000 Penalty: 3901.848145
	Iteration 77Q: 3 clusters Score -1.648334e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 160487 members 
Entering Unmasked Estep 
Score: -16483298.000000 Penalty: 3901.848145
	Iteration 78Q: 3 clusters Score -1.64833e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 160587 members 
Entering Unmasked Estep 
Score: -16483218.000000 Penalty: 3901.848145
	Iteration 79Q: 3 clusters Score -1.648322e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 160677 members 
Entering Unmasked Estep 
Score: -16483204.000000 Penalty: 3901.848145
	Iteration 80F: 3 clusters Score -1.64832e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 160775 members 
Entering Unmasked Estep 
Score: -16483173.000000 Penalty: 3901.848145
	Iteration 81Q: 3 clusters Score -1.648317e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 160873 members 
Entering Unmasked Estep 
Score: -16483123.000000 Penalty: 3901.848145
	Iteration 82Q: 3 clusters Score -1.648312e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 160968 members 
Entering Unmasked Estep 
Score: -16483096.000000 Penalty: 3901.848145
	Iteration 83Q: 3 clusters Score -1.64831e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 161068 members 
Entering Unmasked Estep 
Score: -16483114.000000 Penalty: 3901.848145
	Iteration 84Q: 3 clusters Score -1.648311e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 161144 members 
Entering Unmasked Estep 
Score: -16483088.000000 Penalty: 3901.848145
	Iteration 85Q: 3 clusters Score -1.648309e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 161225 members 
Entering Unmasked Estep 
Score: -16483062.000000 Penalty: 3901.848145
	Iteration 86Q: 3 clusters Score -1.648306e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 161302 members 
Entering Unmasked Estep 
Score: -16482996.000000 Penalty: 3901.848145
	Iteration 87Q: 3 clusters Score -1.6483e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 161363 members 
Entering Unmasked Estep 
Score: -16483011.000000 Penalty: 3901.848145
	Iteration 88Q: 3 clusters Score -1.648301e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 161425 members 
Entering Unmasked Estep 
Score: -16483008.000000 Penalty: 3901.848145
	Iteration 89Q: 3 clusters Score -1.648301e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 161468 members 
Entering Unmasked Estep 
Score: -16483002.000000 Penalty: 3901.848145
	Iteration 90Q: 3 clusters Score -1.6483e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 161502 members 
Entering Unmasked Estep 
Score: -16482986.000000 Penalty: 3901.848145
	Iteration 91Q: 3 clusters Score -1.648299e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 161532 members 
Entering Unmasked Estep 
Score: -16482971.000000 Penalty: 3901.848145
	Iteration 92Q: 3 clusters Score -1.648297e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 161555 members 
Entering Unmasked Estep 
Score: -16482977.000000 Penalty: 3901.848145
	Iteration 93Q: 3 clusters Score -1.648298e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 161578 members 
Entering Unmasked Estep 
Score: -16482963.000000 Penalty: 3901.848145
	Iteration 94Q: 3 clusters Score -1.648296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 161599 members 
Entering Unmasked Estep 
Score: -16482941.000000 Penalty: 3901.848145
	Iteration 95Q: 3 clusters Score -1.648294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 161615 members 
Entering Unmasked Estep 
Score: -16482916.000000 Penalty: 3901.848145
	Iteration 96Q: 3 clusters Score -1.648292e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 161632 members 
Entering Unmasked Estep 
Score: -16482905.000000 Penalty: 3901.848145
	Iteration 97Q: 3 clusters Score -1.64829e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 161649 members 
Entering Unmasked Estep 
Score: -16482900.000000 Penalty: 3901.848145
	Iteration 98Q: 3 clusters Score -1.64829e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 161669 members 
Entering Unmasked Estep 
Score: -16482879.000000 Penalty: 3901.848145
	Iteration 99Q: 3 clusters Score -1.648288e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 161687 members 
Entering Unmasked Estep 
Score: -16482851.000000 Penalty: 3901.848145
	Iteration 100F: 3 clusters Score -1.648285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 161704 members 
Entering Unmasked Estep 
Score: -16482854.000000 Penalty: 3901.848145
	Iteration 101Q: 3 clusters Score -1.648285e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 161720 members 
Entering Unmasked Estep 
Score: -16482838.000000 Penalty: 3901.848145
	Iteration 102Q: 3 clusters Score -1.648284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 161730 members 
Entering Unmasked Estep 
Score: -16482843.000000 Penalty: 3901.848145
	Iteration 103Q: 3 clusters Score -1.648284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 161736 members 
Entering Unmasked Estep 
Score: -16482839.000000 Penalty: 3901.848145
	Iteration 104Q: 3 clusters Score -1.648284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 161745 members 
Entering Unmasked Estep 
Score: -16482855.000000 Penalty: 3901.848145
	Iteration 105Q: 3 clusters Score -1.648286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 161750 members 
Entering Unmasked Estep 
Score: -16482850.000000 Penalty: 3901.848145
	Iteration 106Q: 3 clusters Score -1.648285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 161752 members 
Entering Unmasked Estep 
Score: -16482847.000000 Penalty: 3901.848145
	Iteration 107Q: 3 clusters Score -1.648285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 161756 members 
Entering Unmasked Estep 
Score: -16482837.000000 Penalty: 3901.848145
	Iteration 108Q: 3 clusters Score -1.648284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 161761 members 
Entering Unmasked Estep 
Score: -16482834.000000 Penalty: 3901.848145
	Iteration 109Q: 3 clusters Score -1.648283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 161765 members 
Entering Unmasked Estep 
Score: -16482821.000000 Penalty: 3901.848145
	Iteration 110Q: 3 clusters Score -1.648282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 161771 members 
Entering Unmasked Estep 
Score: -16482820.000000 Penalty: 3901.848145
	Iteration 111Q: 3 clusters Score -1.648282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 161777 members 
Entering Unmasked Estep 
Score: -16482823.000000 Penalty: 3901.848145
	Iteration 112Q: 3 clusters Score -1.648282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 161782 members 
Entering Unmasked Estep 
Score: -16482818.000000 Penalty: 3901.848145
	Iteration 113Q: 3 clusters Score -1.648282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 161783 members 
Entering Unmasked Estep 
Score: -16482821.000000 Penalty: 3901.848145
	Iteration 114Q: 3 clusters Score -1.648282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 161784 members 
Entering Unmasked Estep 
Score: -16482819.000000 Penalty: 3901.848145
	Iteration 115Q: 3 clusters Score -1.648282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 161787 members 
Entering Unmasked Estep 
Score: -16482824.000000 Penalty: 3901.848145
	Iteration 116Q: 3 clusters Score -1.648282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 161790 members 
Entering Unmasked Estep 
Score: -16482809.000000 Penalty: 3901.848145
	Iteration 117Q: 3 clusters Score -1.648281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 161796 members 
Entering Unmasked Estep 
Score: -16482805.000000 Penalty: 3901.848145
	Iteration 118Q: 3 clusters Score -1.64828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 161799 members 
Entering Unmasked Estep 
Score: -16482812.000000 Penalty: 3901.848145
	Iteration 119Q: 3 clusters Score -1.648281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 161805 members 
Entering Unmasked Estep 
Score: -16482821.000000 Penalty: 3901.848145
	Iteration 120F: 3 clusters Score -1.648282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 161812 members 
Entering Unmasked Estep 
Score: -16482822.000000 Penalty: 3901.848145
	Iteration 121Q: 3 clusters Score -1.648282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 161819 members 
Entering Unmasked Estep 
Score: -16482822.000000 Penalty: 3901.848145
	Iteration 122Q: 3 clusters Score -1.648282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 161830 members 
Entering Unmasked Estep 
Score: -16482818.000000 Penalty: 3901.848145
	Iteration 123Q: 3 clusters Score -1.648282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 161842 members 
Entering Unmasked Estep 
Score: -16482808.000000 Penalty: 3901.848145
	Iteration 124Q: 3 clusters Score -1.648281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 161855 members 
Entering Unmasked Estep 
Score: -16482802.000000 Penalty: 3901.848145
	Iteration 125Q: 3 clusters Score -1.64828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 161865 members 
Entering Unmasked Estep 
Score: -16482811.000000 Penalty: 3901.848145
	Iteration 126Q: 3 clusters Score -1.648281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 161872 members 
Entering Unmasked Estep 
Score: -16482795.000000 Penalty: 3901.848145
	Iteration 127Q: 3 clusters Score -1.64828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 161877 members 
Entering Unmasked Estep 
Score: -16482799.000000 Penalty: 3901.848145
	Iteration 128Q: 3 clusters Score -1.64828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 161884 members 
Entering Unmasked Estep 
Score: -16482789.000000 Penalty: 3901.848145
	Iteration 129Q: 3 clusters Score -1.648279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 161894 members 
Entering Unmasked Estep 
Score: -16482799.000000 Penalty: 3901.848145
	Iteration 130Q: 3 clusters Score -1.64828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 161902 members 
Entering Unmasked Estep 
Score: -16482802.000000 Penalty: 3901.848145
	Iteration 131Q: 3 clusters Score -1.64828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 161912 members 
Entering Unmasked Estep 
Score: -16482790.000000 Penalty: 3901.848145
	Iteration 132Q: 3 clusters Score -1.648279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 161922 members 
Entering Unmasked Estep 
Score: -16482782.000000 Penalty: 3901.848145
	Iteration 133Q: 3 clusters Score -1.648278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 161931 members 
Entering Unmasked Estep 
Score: -16482783.000000 Penalty: 3901.848145
	Iteration 134Q: 3 clusters Score -1.648278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 161937 members 
Entering Unmasked Estep 
Score: -16482776.000000 Penalty: 3901.848145
	Iteration 135Q: 3 clusters Score -1.648278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 161942 members 
Entering Unmasked Estep 
Score: -16482775.000000 Penalty: 3901.848145
	Iteration 136Q: 3 clusters Score -1.648278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 161947 members 
Entering Unmasked Estep 
Score: -16482777.000000 Penalty: 3901.848145
	Iteration 137Q: 3 clusters Score -1.648278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 161954 members 
Entering Unmasked Estep 
Score: -16482774.000000 Penalty: 3901.848145
	Iteration 138Q: 3 clusters Score -1.648277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 161956 members 
Entering Unmasked Estep 
Score: -16482771.000000 Penalty: 3901.848145
	Iteration 139Q: 3 clusters Score -1.648277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 161957 members 
Entering Unmasked Estep 
Score: -16482770.000000 Penalty: 3901.848145
	Iteration 140F: 3 clusters Score -1.648277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 161958 members 
Entering Unmasked Estep 
Score: -16482781.000000 Penalty: 3901.848145
	Iteration 141Q: 3 clusters Score -1.648278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 161958 members 
Entering Unmasked Estep 
Score: -16482781.000000 Penalty: 3901.848145
	Iteration 142F: 3 clusters Score -1.648278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Entering Unmasked Estep 
Score: -667055.625000 Penalty: 1428.047241
	Iteration 0F: 2 clusters Score -667055.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -662104.437500 Penalty: 2856.094482
	Iteration 0F: 3 clusters Score -662104.4 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -663544.312500 Penalty: 2856.094482
	Iteration 1F: 3 clusters Score -663544.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -663766.812500 Penalty: 2856.094482
	Iteration 2F: 3 clusters Score -663766.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -663943.562500 Penalty: 2856.094482
	Iteration 3F: 3 clusters Score -663943.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -664056.687500 Penalty: 2856.094482
	Iteration 4Q: 3 clusters Score -664056.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -664142.687500 Penalty: 2856.094482
	Iteration 5Q: 3 clusters Score -664142.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -664216.375000 Penalty: 2856.094482
	Iteration 6Q: 3 clusters Score -664216.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -664288.500000 Penalty: 2856.094482
	Iteration 7Q: 3 clusters Score -664288.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -664340.625000 Penalty: 2856.094482
	Iteration 8Q: 3 clusters Score -664340.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -664399.437500 Penalty: 2856.094482
	Iteration 9Q: 3 clusters Score -664399.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -664483.437500 Penalty: 2856.094482
	Iteration 10Q: 3 clusters Score -664483.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -664571.750000 Penalty: 2856.094482
	Iteration 11Q: 3 clusters Score -664571.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -664679.000000 Penalty: 2856.094482
	Iteration 12Q: 3 clusters Score -664679 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -664783.000000 Penalty: 2856.094482
	Iteration 13Q: 3 clusters Score -664783 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -664912.312500 Penalty: 2856.094482
	Iteration 14Q: 3 clusters Score -664912.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -665038.687500 Penalty: 2856.094482
	Iteration 15Q: 3 clusters Score -665038.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -665167.687500 Penalty: 2856.094482
	Iteration 16Q: 3 clusters Score -665167.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -665280.687500 Penalty: 2856.094482
	Iteration 17Q: 3 clusters Score -665280.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -665379.500000 Penalty: 2856.094482
	Iteration 18Q: 3 clusters Score -665379.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -665451.125000 Penalty: 2856.094482
	Iteration 19Q: 3 clusters Score -665451.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -665506.875000 Penalty: 2856.094482
	Iteration 20F: 3 clusters Score -665506.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -665553.062500 Penalty: 2856.094482
	Iteration 21Q: 3 clusters Score -665553.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -665583.625000 Penalty: 2856.094482
	Iteration 22Q: 3 clusters Score -665583.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -665606.812500 Penalty: 2856.094482
	Iteration 23Q: 3 clusters Score -665606.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -665618.687500 Penalty: 2856.094482
	Iteration 24Q: 3 clusters Score -665618.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -665636.375000 Penalty: 2856.094482
	Iteration 25Q: 3 clusters Score -665636.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -665653.625000 Penalty: 2856.094482
	Iteration 26Q: 3 clusters Score -665653.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -665672.687500 Penalty: 2856.094482
	Iteration 27Q: 3 clusters Score -665672.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -665689.812500 Penalty: 2856.094482
	Iteration 28Q: 3 clusters Score -665689.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -665699.750000 Penalty: 2856.094482
	Iteration 29Q: 3 clusters Score -665699.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -665711.062500 Penalty: 2856.094482
	Iteration 30Q: 3 clusters Score -665711.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -665723.062500 Penalty: 2856.094482
	Iteration 31Q: 3 clusters Score -665723.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -665732.687500 Penalty: 2856.094482
	Iteration 32Q: 3 clusters Score -665732.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -665738.750000 Penalty: 2856.094482
	Iteration 33Q: 3 clusters Score -665738.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -665745.187500 Penalty: 2856.094482
	Iteration 34Q: 3 clusters Score -665745.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -665758.812500 Penalty: 2856.094482
	Iteration 35Q: 3 clusters Score -665758.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -665769.250000 Penalty: 2856.094482
	Iteration 36Q: 3 clusters Score -665769.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -665774.312500 Penalty: 2856.094482
	Iteration 37Q: 3 clusters Score -665774.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -665780.375000 Penalty: 2856.094482
	Iteration 38Q: 3 clusters Score -665780.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -665783.187500 Penalty: 2856.094482
	Iteration 39Q: 3 clusters Score -665783.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -665785.875000 Penalty: 2856.094482
	Iteration 40F: 3 clusters Score -665785.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -665785.312500 Penalty: 2856.094482
	Iteration 41Q: 3 clusters Score -665785.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -665787.000000 Penalty: 2856.094482
	Iteration 42Q: 3 clusters Score -665787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -665786.812500 Penalty: 2856.094482
	Iteration 43Q: 3 clusters Score -665786.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -665788.750000 Penalty: 2856.094482
	Iteration 44Q: 3 clusters Score -665788.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -665789.750000 Penalty: 2856.094482
	Iteration 45Q: 3 clusters Score -665789.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -665790.250000 Penalty: 2856.094482
	Iteration 46Q: 3 clusters Score -665790.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -665791.312500 Penalty: 2856.094482
	Iteration 47Q: 3 clusters Score -665791.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -665791.375000 Penalty: 2856.094482
	Iteration 48Q: 3 clusters Score -665791.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -665794.625000 Penalty: 2856.094482
	Iteration 49Q: 3 clusters Score -665794.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -665796.750000 Penalty: 2856.094482
	Iteration 50Q: 3 clusters Score -665796.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -665798.500000 Penalty: 2856.094482
	Iteration 51Q: 3 clusters Score -665798.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -665798.937500 Penalty: 2856.094482
	Iteration 52Q: 3 clusters Score -665798.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -665799.812500 Penalty: 2856.094482
	Iteration 53Q: 3 clusters Score -665799.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -665800.000000 Penalty: 2856.094482
	Iteration 54Q: 3 clusters Score -665800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -665800.000000 Penalty: 2856.094482
	Iteration 55F: 3 clusters Score -665800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (64786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64786 members 
Entering Unmasked Estep 
Score: -6595215.500000 Penalty: 1800.312256
	Iteration 0F: 2 clusters Score -6595216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -6551663.500000 Penalty: 3600.624512
	Iteration 0F: 3 clusters Score -6551664 nChanged 30799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -6569702.000000 Penalty: 3600.624512
	Iteration 1F: 3 clusters Score -6569702 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -6570408.500000 Penalty: 3600.624512
	Iteration 2Q: 3 clusters Score -6570408 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -6571275.000000 Penalty: 3600.624512
	Iteration 3Q: 3 clusters Score -6571275 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -6572472.500000 Penalty: 3600.624512
	Iteration 4Q: 3 clusters Score -6572472 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -6574326.000000 Penalty: 3600.624512
	Iteration 5F: 3 clusters Score -6574326 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -6577091.500000 Penalty: 3600.624512
	Iteration 6F: 3 clusters Score -6577092 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -6580519.500000 Penalty: 3600.624512
	Iteration 7F: 3 clusters Score -6580520 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 52289 members 
Entering Unmasked Estep 
Score: -6584004.000000 Penalty: 3600.624512
	Iteration 8F: 3 clusters Score -6584004 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -6586822.000000 Penalty: 3600.624512
	Iteration 9F: 3 clusters Score -6586822 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -6588841.500000 Penalty: 3600.624512
	Iteration 10Q: 3 clusters Score -6588842 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
Score: -6590355.500000 Penalty: 3600.624512
	Iteration 11Q: 3 clusters Score -6590356 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 61350 members 
Entering Unmasked Estep 
Score: -6591391.500000 Penalty: 3600.624512
	Iteration 12Q: 3 clusters Score -6591392 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 62439 members 
Entering Unmasked Estep 
Score: -6592206.500000 Penalty: 3600.624512
	Iteration 13Q: 3 clusters Score -6592206 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -6592728.000000 Penalty: 3600.624512
	Iteration 14Q: 3 clusters Score -6592728 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
Score: -6593073.000000 Penalty: 3600.624512
	Iteration 15Q: 3 clusters Score -6593073 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 63951 members 
Entering Unmasked Estep 
Score: -6593267.000000 Penalty: 3600.624512
	Iteration 16Q: 3 clusters Score -6593267 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 64148 members 
Entering Unmasked Estep 
Score: -6593430.000000 Penalty: 3600.624512
	Iteration 17Q: 3 clusters Score -6593430 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 64256 members 
Entering Unmasked Estep 
Score: -6593530.000000 Penalty: 3600.624512
	Iteration 18Q: 3 clusters Score -6593530 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -6593580.000000 Penalty: 3600.624512
	Iteration 19Q: 3 clusters Score -6593580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 64375 members 
Entering Unmasked Estep 
Score: -6593608.500000 Penalty: 3600.624512
	Iteration 20F: 3 clusters Score -6593608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 64393 members 
Entering Unmasked Estep 
Score: -6593628.500000 Penalty: 3600.624512
	Iteration 21Q: 3 clusters Score -6593628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 64408 members 
Entering Unmasked Estep 
Score: -6593645.500000 Penalty: 3600.624512
	Iteration 22Q: 3 clusters Score -6593646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -6593652.500000 Penalty: 3600.624512
	Iteration 23Q: 3 clusters Score -6593652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -6593662.000000 Penalty: 3600.624512
	Iteration 24Q: 3 clusters Score -6593662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 64426 members 
Entering Unmasked Estep 
Score: -6593667.500000 Penalty: 3600.624512
	Iteration 25Q: 3 clusters Score -6593668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -6593669.500000 Penalty: 3600.624512
	Iteration 26Q: 3 clusters Score -6593670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 64438 members 
Entering Unmasked Estep 
Score: -6593678.000000 Penalty: 3600.624512
	Iteration 27Q: 3 clusters Score -6593678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 64440 members 
Entering Unmasked Estep 
Score: -6593675.500000 Penalty: 3600.624512
	Iteration 28Q: 3 clusters Score -6593676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -6593680.000000 Penalty: 3600.624512
	Iteration 29Q: 3 clusters Score -6593680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 64446 members 
Entering Unmasked Estep 
Score: -6593689.500000 Penalty: 3600.624512
	Iteration 30Q: 3 clusters Score -6593690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 64451 members 
Entering Unmasked Estep 
Score: -6593694.000000 Penalty: 3600.624512
	Iteration 31Q: 3 clusters Score -6593694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 64455 members 
Entering Unmasked Estep 
Score: -6593694.500000 Penalty: 3600.624512
	Iteration 32Q: 3 clusters Score -6593694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -6593700.000000 Penalty: 3600.624512
	Iteration 33Q: 3 clusters Score -6593700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 64462 members 
Entering Unmasked Estep 
Score: -6593703.500000 Penalty: 3600.624512
	Iteration 34Q: 3 clusters Score -6593704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 64463 members 
Entering Unmasked Estep 
Score: -6593710.000000 Penalty: 3600.624512
	Iteration 35Q: 3 clusters Score -6593710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 64463 members 
Entering Unmasked Estep 
Score: -6593706.500000 Penalty: 3600.624512
	Iteration 36Q: 3 clusters Score -6593706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 64462 members 
Entering Unmasked Estep 
Score: -6593707.000000 Penalty: 3600.624512
	Iteration 37Q: 3 clusters Score -6593707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -6593709.000000 Penalty: 3600.624512
	Iteration 38Q: 3 clusters Score -6593709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 64462 members 
Entering Unmasked Estep 
Score: -6593708.500000 Penalty: 3600.624512
	Iteration 39Q: 3 clusters Score -6593708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 64462 members 
Entering Unmasked Estep 
Score: -6593708.500000 Penalty: 3600.624512
	Iteration 40F: 3 clusters Score -6593708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (171504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171504 members 
Entering Unmasked Estep 
Score: -17608216.000000 Penalty: 1958.508789
	Iteration 0F: 2 clusters Score -1.760822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 85873 members 
Entering Unmasked Estep 
Score: -17499904.000000 Penalty: 3917.017578
	Iteration 0F: 3 clusters Score -1.74999e+07 nChanged 83144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80577 members 
Mstep: Class 2 contains 90927 members 
Entering Unmasked Estep 
Score: -17549178.000000 Penalty: 3917.017578
	Iteration 1F: 3 clusters Score -1.754918e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77476 members 
Mstep: Class 2 contains 94028 members 
Entering Unmasked Estep 
Score: -17550676.000000 Penalty: 3917.017578
	Iteration 2Q: 3 clusters Score -1.755068e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 98754 members 
Entering Unmasked Estep 
Score: -17552960.000000 Penalty: 3917.017578
	Iteration 3Q: 3 clusters Score -1.755296e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65937 members 
Mstep: Class 2 contains 105567 members 
Entering Unmasked Estep 
Score: -17556728.000000 Penalty: 3917.017578
	Iteration 4F: 3 clusters Score -1.755673e+07 nChanged 10795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 114670 members 
Entering Unmasked Estep 
Score: -17562584.000000 Penalty: 3917.017578
	Iteration 5F: 3 clusters Score -1.756258e+07 nChanged 11951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 125083 members 
Entering Unmasked Estep 
Score: -17570912.000000 Penalty: 3917.017578
	Iteration 6F: 3 clusters Score -1.757091e+07 nChanged 11756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 135481 members 
Entering Unmasked Estep 
Score: -17580268.000000 Penalty: 3917.017578
	Iteration 7F: 3 clusters Score -1.758027e+07 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 144095 members 
Entering Unmasked Estep 
Score: -17588796.000000 Penalty: 3917.017578
	Iteration 8F: 3 clusters Score -1.75888e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 149772 members 
Entering Unmasked Estep 
Score: -17595014.000000 Penalty: 3917.017578
	Iteration 9Q: 3 clusters Score -1.759501e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 153359 members 
Entering Unmasked Estep 
Score: -17598360.000000 Penalty: 3917.017578
	Iteration 10Q: 3 clusters Score -1.759836e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 155796 members 
Entering Unmasked Estep 
Score: -17600232.000000 Penalty: 3917.017578
	Iteration 11Q: 3 clusters Score -1.760023e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 157600 members 
Entering Unmasked Estep 
Score: -17601156.000000 Penalty: 3917.017578
	Iteration 12Q: 3 clusters Score -1.760116e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 159093 members 
Entering Unmasked Estep 
Score: -17601684.000000 Penalty: 3917.017578
	Iteration 13Q: 3 clusters Score -1.760168e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 160399 members 
Entering Unmasked Estep 
Score: -17602218.000000 Penalty: 3917.017578
	Iteration 14Q: 3 clusters Score -1.760222e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 161546 members 
Entering Unmasked Estep 
Score: -17602634.000000 Penalty: 3917.017578
	Iteration 15Q: 3 clusters Score -1.760263e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 162560 members 
Entering Unmasked Estep 
Score: -17603066.000000 Penalty: 3917.017578
	Iteration 16Q: 3 clusters Score -1.760307e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 163452 members 
Entering Unmasked Estep 
Score: -17603512.000000 Penalty: 3917.017578
	Iteration 17Q: 3 clusters Score -1.760351e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 164280 members 
Entering Unmasked Estep 
Score: -17603910.000000 Penalty: 3917.017578
	Iteration 18Q: 3 clusters Score -1.760391e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 165033 members 
Entering Unmasked Estep 
Score: -17604320.000000 Penalty: 3917.017578
	Iteration 19Q: 3 clusters Score -1.760432e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 165709 members 
Entering Unmasked Estep 
Score: -17604620.000000 Penalty: 3917.017578
	Iteration 20F: 3 clusters Score -1.760462e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 166310 members 
Entering Unmasked Estep 
Score: -17604902.000000 Penalty: 3917.017578
	Iteration 21Q: 3 clusters Score -1.76049e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 166844 members 
Entering Unmasked Estep 
Score: -17605130.000000 Penalty: 3917.017578
	Iteration 22Q: 3 clusters Score -1.760513e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 167305 members 
Entering Unmasked Estep 
Score: -17605422.000000 Penalty: 3917.017578
	Iteration 23Q: 3 clusters Score -1.760542e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 167729 members 
Entering Unmasked Estep 
Score: -17605598.000000 Penalty: 3917.017578
	Iteration 24Q: 3 clusters Score -1.76056e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 168077 members 
Entering Unmasked Estep 
Score: -17605718.000000 Penalty: 3917.017578
	Iteration 25Q: 3 clusters Score -1.760572e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 168375 members 
Entering Unmasked Estep 
Score: -17605842.000000 Penalty: 3917.017578
	Iteration 26Q: 3 clusters Score -1.760584e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 168638 members 
Entering Unmasked Estep 
Score: -17605940.000000 Penalty: 3917.017578
	Iteration 27Q: 3 clusters Score -1.760594e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 168872 members 
Entering Unmasked Estep 
Score: -17606012.000000 Penalty: 3917.017578
	Iteration 28Q: 3 clusters Score -1.760601e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 169097 members 
Entering Unmasked Estep 
Score: -17606148.000000 Penalty: 3917.017578
	Iteration 29Q: 3 clusters Score -1.760615e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 169296 members 
Entering Unmasked Estep 
Score: -17606216.000000 Penalty: 3917.017578
	Iteration 30Q: 3 clusters Score -1.760622e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 169435 members 
Entering Unmasked Estep 
Score: -17606280.000000 Penalty: 3917.017578
	Iteration 31Q: 3 clusters Score -1.760628e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 169566 members 
Entering Unmasked Estep 
Score: -17606340.000000 Penalty: 3917.017578
	Iteration 32Q: 3 clusters Score -1.760634e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 169656 members 
Entering Unmasked Estep 
Score: -17606378.000000 Penalty: 3917.017578
	Iteration 33Q: 3 clusters Score -1.760638e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 169734 members 
Entering Unmasked Estep 
Score: -17606420.000000 Penalty: 3917.017578
	Iteration 34Q: 3 clusters Score -1.760642e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 169788 members 
Entering Unmasked Estep 
Score: -17606464.000000 Penalty: 3917.017578
	Iteration 35Q: 3 clusters Score -1.760646e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 169851 members 
Entering Unmasked Estep 
Score: -17606482.000000 Penalty: 3917.017578
	Iteration 36Q: 3 clusters Score -1.760648e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 169899 members 
Entering Unmasked Estep 
Score: -17606508.000000 Penalty: 3917.017578
	Iteration 37Q: 3 clusters Score -1.760651e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 169933 members 
Entering Unmasked Estep 
Score: -17606522.000000 Penalty: 3917.017578
	Iteration 38Q: 3 clusters Score -1.760652e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 169961 members 
Entering Unmasked Estep 
Score: -17606526.000000 Penalty: 3917.017578
	Iteration 39Q: 3 clusters Score -1.760653e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 169980 members 
Entering Unmasked Estep 
Score: -17606540.000000 Penalty: 3917.017578
	Iteration 40F: 3 clusters Score -1.760654e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 170002 members 
Entering Unmasked Estep 
Score: -17606548.000000 Penalty: 3917.017578
	Iteration 41Q: 3 clusters Score -1.760655e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 170017 members 
Entering Unmasked Estep 
Score: -17606522.000000 Penalty: 3917.017578
	Iteration 42Q: 3 clusters Score -1.760652e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 170031 members 
Entering Unmasked Estep 
Score: -17606536.000000 Penalty: 3917.017578
	Iteration 43Q: 3 clusters Score -1.760654e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 170039 members 
Entering Unmasked Estep 
Score: -17606548.000000 Penalty: 3917.017578
	Iteration 44Q: 3 clusters Score -1.760655e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 170051 members 
Entering Unmasked Estep 
Score: -17606548.000000 Penalty: 3917.017578
	Iteration 45Q: 3 clusters Score -1.760655e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 170063 members 
Entering Unmasked Estep 
Score: -17606544.000000 Penalty: 3917.017578
	Iteration 46Q: 3 clusters Score -1.760654e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 170079 members 
Entering Unmasked Estep 
Score: -17606556.000000 Penalty: 3917.017578
	Iteration 47Q: 3 clusters Score -1.760656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 170089 members 
Entering Unmasked Estep 
Score: -17606552.000000 Penalty: 3917.017578
	Iteration 48Q: 3 clusters Score -1.760655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 170095 members 
Entering Unmasked Estep 
Score: -17606564.000000 Penalty: 3917.017578
	Iteration 49Q: 3 clusters Score -1.760656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 170102 members 
Entering Unmasked Estep 
Score: -17606562.000000 Penalty: 3917.017578
	Iteration 50Q: 3 clusters Score -1.760656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 170110 members 
Entering Unmasked Estep 
Score: -17606564.000000 Penalty: 3917.017578
	Iteration 51Q: 3 clusters Score -1.760656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 170116 members 
Entering Unmasked Estep 
Score: -17606562.000000 Penalty: 3917.017578
	Iteration 52Q: 3 clusters Score -1.760656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 170119 members 
Entering Unmasked Estep 
Score: -17606568.000000 Penalty: 3917.017578
	Iteration 53Q: 3 clusters Score -1.760657e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 170125 members 
Entering Unmasked Estep 
Score: -17606594.000000 Penalty: 3917.017578
	Iteration 54Q: 3 clusters Score -1.760659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 170129 members 
Entering Unmasked Estep 
Score: -17606594.000000 Penalty: 3917.017578
	Iteration 55Q: 3 clusters Score -1.760659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 170132 members 
Entering Unmasked Estep 
Score: -17606596.000000 Penalty: 3917.017578
	Iteration 56Q: 3 clusters Score -1.76066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 170137 members 
Entering Unmasked Estep 
Score: -17606604.000000 Penalty: 3917.017578
	Iteration 57Q: 3 clusters Score -1.76066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 170142 members 
Entering Unmasked Estep 
Score: -17606610.000000 Penalty: 3917.017578
	Iteration 58Q: 3 clusters Score -1.760661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 170146 members 
Entering Unmasked Estep 
Score: -17606604.000000 Penalty: 3917.017578
	Iteration 59Q: 3 clusters Score -1.76066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 170149 members 
Entering Unmasked Estep 
Score: -17606608.000000 Penalty: 3917.017578
	Iteration 60F: 3 clusters Score -1.760661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 170155 members 
Entering Unmasked Estep 
Score: -17606606.000000 Penalty: 3917.017578
	Iteration 61Q: 3 clusters Score -1.760661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 170165 members 
Entering Unmasked Estep 
Score: -17606600.000000 Penalty: 3917.017578
	Iteration 62Q: 3 clusters Score -1.76066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 170171 members 
Entering Unmasked Estep 
Score: -17606590.000000 Penalty: 3917.017578
	Iteration 63Q: 3 clusters Score -1.760659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 170179 members 
Entering Unmasked Estep 
Score: -17606604.000000 Penalty: 3917.017578
	Iteration 64Q: 3 clusters Score -1.76066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 170184 members 
Entering Unmasked Estep 
Score: -17606604.000000 Penalty: 3917.017578
	Iteration 65Q: 3 clusters Score -1.76066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 170190 members 
Entering Unmasked Estep 
Score: -17606608.000000 Penalty: 3917.017578
	Iteration 66Q: 3 clusters Score -1.760661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 170192 members 
Entering Unmasked Estep 
Score: -17606612.000000 Penalty: 3917.017578
	Iteration 67Q: 3 clusters Score -1.760661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 170194 members 
Entering Unmasked Estep 
Score: -17606612.000000 Penalty: 3917.017578
	Iteration 68Q: 3 clusters Score -1.760661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 170196 members 
Entering Unmasked Estep 
Score: -17606616.000000 Penalty: 3917.017578
	Iteration 69Q: 3 clusters Score -1.760662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 170201 members 
Entering Unmasked Estep 
Score: -17606600.000000 Penalty: 3917.017578
	Iteration 70Q: 3 clusters Score -1.76066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 170201 members 
Entering Unmasked Estep 
Score: -17606606.000000 Penalty: 3917.017578
	Iteration 71Q: 3 clusters Score -1.760661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 170198 members 
Entering Unmasked Estep 
Score: -17606622.000000 Penalty: 3917.017578
	Iteration 72Q: 3 clusters Score -1.760662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 170197 members 
Entering Unmasked Estep 
Score: -17606608.000000 Penalty: 3917.017578
	Iteration 73Q: 3 clusters Score -1.760661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 170197 members 
Entering Unmasked Estep 
Score: -17606608.000000 Penalty: 3917.017578
	Iteration 74F: 3 clusters Score -1.760661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Entering Unmasked Estep 
Score: -472756.937500 Penalty: 1385.306519
	Iteration 0F: 2 clusters Score -472756.9 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 2530 members 
Entering Unmasked Estep 
Score: -468816.000000 Penalty: 2770.613037
	Iteration 0F: 3 clusters Score -468816 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -470046.281250 Penalty: 2770.613037
	Iteration 1F: 3 clusters Score -470046.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -470268.875000 Penalty: 2770.613037
	Iteration 2F: 3 clusters Score -470268.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -470436.750000 Penalty: 2770.613037
	Iteration 3F: 3 clusters Score -470436.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -470631.000000 Penalty: 2770.613037
	Iteration 4Q: 3 clusters Score -470631 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -471066.375000 Penalty: 2770.613037
	Iteration 5F: 3 clusters Score -471066.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -471629.875000 Penalty: 2770.613037
	Iteration 6F: 3 clusters Score -471629.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -472201.906250 Penalty: 2770.613037
	Iteration 7F: 3 clusters Score -472201.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -472538.000000 Penalty: 2770.613037
	Iteration 8F: 3 clusters Score -472538 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -472691.218750 Penalty: 2770.613037
	Iteration 9Q: 3 clusters Score -472691.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -472764.343750 Penalty: 2770.613037
	Iteration 10Q: 3 clusters Score -472764.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -472793.062500 Penalty: 2770.613037
	Iteration 11Q: 3 clusters Score -472793.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -472810.343750 Penalty: 2770.613037
	Iteration 12Q: 3 clusters Score -472810.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -472821.000000 Penalty: 2770.613037
	Iteration 13Q: 3 clusters Score -472821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -472827.312500 Penalty: 2770.613037
	Iteration 14Q: 3 clusters Score -472827.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -472834.031250 Penalty: 2770.613037
	Iteration 15Q: 3 clusters Score -472834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -472840.593750 Penalty: 2770.613037
	Iteration 16Q: 3 clusters Score -472840.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -472844.656250 Penalty: 2770.613037
	Iteration 17Q: 3 clusters Score -472844.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -472849.812500 Penalty: 2770.613037
	Iteration 18Q: 3 clusters Score -472849.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -472854.218750 Penalty: 2770.613037
	Iteration 19Q: 3 clusters Score -472854.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -472858.593750 Penalty: 2770.613037
	Iteration 20F: 3 clusters Score -472858.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -472860.531250 Penalty: 2770.613037
	Iteration 21Q: 3 clusters Score -472860.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -472861.062500 Penalty: 2770.613037
	Iteration 22Q: 3 clusters Score -472861.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -472861.250000 Penalty: 2770.613037
	Iteration 23Q: 3 clusters Score -472861.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -472862.156250 Penalty: 2770.613037
	Iteration 24Q: 3 clusters Score -472862.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -472862.156250 Penalty: 2770.613037
	Iteration 25F: 3 clusters Score -472862.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163683 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 64786 members 
Mstep: Class 4 contains 171504 members 
Mstep: Class 5 contains 4362 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 28854 members 
Mstep: Class 9 contains 156181 members 
Mstep: Class 10 contains 164444 members 
Mstep: Class 11 contains 118331 members 
Mstep: Class 12 contains 10397 members 
Mstep: Class 13 contains 17266 members 
Mstep: Class 15 contains 93232 members 
Mstep: Class 16 contains 167457 members 
Mstep: Class 17 contains 69719 members 
Mstep: Class 18 contains 3175 members 
Mstep: Class 19 contains 44473 members 
Entering Unmasked Estep 
Score: -127965224.000000 Penalty: 41147.996094
Splitting cluster 5 changes total score from -127966160.000000 to -127965224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Entering Unmasked Estep 
Score: -174588.281250 Penalty: 1210.354248
	Iteration 0F: 2 clusters Score -174588.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -172666.156250 Penalty: 2420.708496
	Iteration 0F: 3 clusters Score -172666.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -173098.812500 Penalty: 2420.708496
	Iteration 1F: 3 clusters Score -173098.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -173221.328125 Penalty: 2420.708496
	Iteration 2F: 3 clusters Score -173221.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -173298.125000 Penalty: 2420.708496
	Iteration 3F: 3 clusters Score -173298.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -173365.484375 Penalty: 2420.708496
	Iteration 4Q: 3 clusters Score -173365.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -173401.093750 Penalty: 2420.708496
	Iteration 5Q: 3 clusters Score -173401.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -173428.781250 Penalty: 2420.708496
	Iteration 6Q: 3 clusters Score -173428.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -173445.359375 Penalty: 2420.708496
	Iteration 7Q: 3 clusters Score -173445.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -173466.703125 Penalty: 2420.708496
	Iteration 8Q: 3 clusters Score -173466.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -173484.234375 Penalty: 2420.708496
	Iteration 9Q: 3 clusters Score -173484.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -173498.250000 Penalty: 2420.708496
	Iteration 10Q: 3 clusters Score -173498.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -173509.687500 Penalty: 2420.708496
	Iteration 11Q: 3 clusters Score -173509.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -173519.875000 Penalty: 2420.708496
	Iteration 12Q: 3 clusters Score -173519.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -173532.625000 Penalty: 2420.708496
	Iteration 13Q: 3 clusters Score -173532.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -173545.109375 Penalty: 2420.708496
	Iteration 14Q: 3 clusters Score -173545.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -173558.843750 Penalty: 2420.708496
	Iteration 15Q: 3 clusters Score -173558.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -173572.203125 Penalty: 2420.708496
	Iteration 16Q: 3 clusters Score -173572.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -173584.890625 Penalty: 2420.708496
	Iteration 17Q: 3 clusters Score -173584.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -173595.078125 Penalty: 2420.708496
	Iteration 18Q: 3 clusters Score -173595.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -173602.484375 Penalty: 2420.708496
	Iteration 19Q: 3 clusters Score -173602.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -173608.390625 Penalty: 2420.708496
	Iteration 20F: 3 clusters Score -173608.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -173611.437500 Penalty: 2420.708496
	Iteration 21Q: 3 clusters Score -173611.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -173613.984375 Penalty: 2420.708496
	Iteration 22Q: 3 clusters Score -173614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -173616.531250 Penalty: 2420.708496
	Iteration 23Q: 3 clusters Score -173616.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -173619.296875 Penalty: 2420.708496
	Iteration 24Q: 3 clusters Score -173619.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -173622.562500 Penalty: 2420.708496
	Iteration 25Q: 3 clusters Score -173622.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -173626.765625 Penalty: 2420.708496
	Iteration 26Q: 3 clusters Score -173626.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -173628.734375 Penalty: 2420.708496
	Iteration 27Q: 3 clusters Score -173628.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -173631.843750 Penalty: 2420.708496
	Iteration 28Q: 3 clusters Score -173631.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -173634.812500 Penalty: 2420.708496
	Iteration 29Q: 3 clusters Score -173634.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -173635.578125 Penalty: 2420.708496
	Iteration 30Q: 3 clusters Score -173635.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -173636.625000 Penalty: 2420.708496
	Iteration 31Q: 3 clusters Score -173636.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -173638.453125 Penalty: 2420.708496
	Iteration 32Q: 3 clusters Score -173638.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -173639.171875 Penalty: 2420.708496
	Iteration 33Q: 3 clusters Score -173639.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -173639.375000 Penalty: 2420.708496
	Iteration 34Q: 3 clusters Score -173639.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -173640.156250 Penalty: 2420.708496
	Iteration 35Q: 3 clusters Score -173640.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -173640.703125 Penalty: 2420.708496
	Iteration 36Q: 3 clusters Score -173640.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -173640.703125 Penalty: 2420.708496
	Iteration 37F: 3 clusters Score -173640.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Entering Unmasked Estep 
Score: -2819047.250000 Penalty: 1668.875732
	Iteration 0F: 2 clusters Score -2819047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2799618.250000 Penalty: 3337.751465
	Iteration 0F: 3 clusters Score -2799618 nChanged 13299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2806821.750000 Penalty: 3337.751465
	Iteration 1F: 3 clusters Score -2806822 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2807185.000000 Penalty: 3337.751465
	Iteration 2Q: 3 clusters Score -2807185 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2807612.500000 Penalty: 3337.751465
	Iteration 3Q: 3 clusters Score -2807612 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2808075.250000 Penalty: 3337.751465
	Iteration 4Q: 3 clusters Score -2808075 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2808615.500000 Penalty: 3337.751465
	Iteration 5Q: 3 clusters Score -2808616 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2809261.500000 Penalty: 3337.751465
	Iteration 6Q: 3 clusters Score -2809262 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2810002.000000 Penalty: 3337.751465
	Iteration 7Q: 3 clusters Score -2810002 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2810796.250000 Penalty: 3337.751465
	Iteration 8Q: 3 clusters Score -2810796 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2811513.000000 Penalty: 3337.751465
	Iteration 9Q: 3 clusters Score -2811513 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2812174.750000 Penalty: 3337.751465
	Iteration 10Q: 3 clusters Score -2812175 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2812664.750000 Penalty: 3337.751465
	Iteration 11Q: 3 clusters Score -2812665 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2813065.750000 Penalty: 3337.751465
	Iteration 12Q: 3 clusters Score -2813066 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2813446.000000 Penalty: 3337.751465
	Iteration 13Q: 3 clusters Score -2813446 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2813765.000000 Penalty: 3337.751465
	Iteration 14Q: 3 clusters Score -2813765 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2814070.250000 Penalty: 3337.751465
	Iteration 15Q: 3 clusters Score -2814070 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2814407.000000 Penalty: 3337.751465
	Iteration 16Q: 3 clusters Score -2814407 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2814741.500000 Penalty: 3337.751465
	Iteration 17Q: 3 clusters Score -2814742 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2815153.250000 Penalty: 3337.751465
	Iteration 18Q: 3 clusters Score -2815153 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2815625.000000 Penalty: 3337.751465
	Iteration 19Q: 3 clusters Score -2815625 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2816056.500000 Penalty: 3337.751465
	Iteration 20F: 3 clusters Score -2816056 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2816468.000000 Penalty: 3337.751465
	Iteration 21Q: 3 clusters Score -2816468 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2816767.750000 Penalty: 3337.751465
	Iteration 22Q: 3 clusters Score -2816768 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2816947.750000 Penalty: 3337.751465
	Iteration 23Q: 3 clusters Score -2816948 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2817103.750000 Penalty: 3337.751465
	Iteration 24Q: 3 clusters Score -2817104 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2817201.750000 Penalty: 3337.751465
	Iteration 25Q: 3 clusters Score -2817202 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2817280.000000 Penalty: 3337.751465
	Iteration 26Q: 3 clusters Score -2817280 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2817350.250000 Penalty: 3337.751465
	Iteration 27Q: 3 clusters Score -2817350 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2817379.750000 Penalty: 3337.751465
	Iteration 28Q: 3 clusters Score -2817380 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2817412.000000 Penalty: 3337.751465
	Iteration 29Q: 3 clusters Score -2817412 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2817433.750000 Penalty: 3337.751465
	Iteration 30Q: 3 clusters Score -2817434 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2817481.000000 Penalty: 3337.751465
	Iteration 31Q: 3 clusters Score -2817481 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2817512.250000 Penalty: 3337.751465
	Iteration 32Q: 3 clusters Score -2817512 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2817544.750000 Penalty: 3337.751465
	Iteration 33Q: 3 clusters Score -2817545 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2817576.750000 Penalty: 3337.751465
	Iteration 34Q: 3 clusters Score -2817577 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2817593.750000 Penalty: 3337.751465
	Iteration 35Q: 3 clusters Score -2817594 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2817609.250000 Penalty: 3337.751465
	Iteration 36Q: 3 clusters Score -2817609 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2817626.000000 Penalty: 3337.751465
	Iteration 37Q: 3 clusters Score -2817626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2817632.750000 Penalty: 3337.751465
	Iteration 38Q: 3 clusters Score -2817633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2817641.750000 Penalty: 3337.751465
	Iteration 39Q: 3 clusters Score -2817642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2817643.500000 Penalty: 3337.751465
	Iteration 40F: 3 clusters Score -2817644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2817650.500000 Penalty: 3337.751465
	Iteration 41Q: 3 clusters Score -2817650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2817655.750000 Penalty: 3337.751465
	Iteration 42Q: 3 clusters Score -2817656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2817652.250000 Penalty: 3337.751465
	Iteration 43Q: 3 clusters Score -2817652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2817658.250000 Penalty: 3337.751465
	Iteration 44Q: 3 clusters Score -2817658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2817655.500000 Penalty: 3337.751465
	Iteration 45Q: 3 clusters Score -2817656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2817656.500000 Penalty: 3337.751465
	Iteration 46Q: 3 clusters Score -2817656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2817657.250000 Penalty: 3337.751465
	Iteration 47Q: 3 clusters Score -2817657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2817661.750000 Penalty: 3337.751465
	Iteration 48Q: 3 clusters Score -2817662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2817668.250000 Penalty: 3337.751465
	Iteration 49Q: 3 clusters Score -2817668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2817664.500000 Penalty: 3337.751465
	Iteration 50Q: 3 clusters Score -2817664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2817669.750000 Penalty: 3337.751465
	Iteration 51Q: 3 clusters Score -2817670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2817678.500000 Penalty: 3337.751465
	Iteration 52Q: 3 clusters Score -2817678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2817679.750000 Penalty: 3337.751465
	Iteration 53Q: 3 clusters Score -2817680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2817676.000000 Penalty: 3337.751465
	Iteration 54Q: 3 clusters Score -2817676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2817676.500000 Penalty: 3337.751465
	Iteration 55Q: 3 clusters Score -2817676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2817676.750000 Penalty: 3337.751465
	Iteration 56Q: 3 clusters Score -2817677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2817677.250000 Penalty: 3337.751465
	Iteration 57Q: 3 clusters Score -2817677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2817679.500000 Penalty: 3337.751465
	Iteration 58Q: 3 clusters Score -2817680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2817680.000000 Penalty: 3337.751465
	Iteration 59Q: 3 clusters Score -2817680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2817680.000000 Penalty: 3337.751465
	Iteration 60F: 3 clusters Score -2817680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (156181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156181 members 
Entering Unmasked Estep 
Score: -15861304.000000 Penalty: 1943.300293
	Iteration 0F: 2 clusters Score -1.58613e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77665 members 
Mstep: Class 2 contains 78516 members 
Entering Unmasked Estep 
Score: -15757813.000000 Penalty: 3886.600586
	Iteration 0F: 3 clusters Score -1.575781e+07 nChanged 75357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 86309 members 
Entering Unmasked Estep 
Score: -15803110.000000 Penalty: 3886.600586
	Iteration 1F: 3 clusters Score -1.580311e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 91256 members 
Entering Unmasked Estep 
Score: -15805410.000000 Penalty: 3886.600586
	Iteration 2Q: 3 clusters Score -1.580541e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 98651 members 
Entering Unmasked Estep 
Score: -15809532.000000 Penalty: 3886.600586
	Iteration 3F: 3 clusters Score -1.580953e+07 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 109107 members 
Entering Unmasked Estep 
Score: -15816458.000000 Penalty: 3886.600586
	Iteration 4F: 3 clusters Score -1.581646e+07 nChanged 13279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 122326 members 
Entering Unmasked Estep 
Score: -15827325.000000 Penalty: 3886.600586
	Iteration 5F: 3 clusters Score -1.582732e+07 nChanged 14406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 136724 members 
Entering Unmasked Estep 
Score: -15840989.000000 Penalty: 3886.600586
	Iteration 6F: 3 clusters Score -1.584099e+07 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 148054 members 
Entering Unmasked Estep 
Score: -15852070.000000 Penalty: 3886.600586
	Iteration 7F: 3 clusters Score -1.585207e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 153779 members 
Entering Unmasked Estep 
Score: -15857425.000000 Penalty: 3886.600586
	Iteration 8Q: 3 clusters Score -1.585742e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 155563 members 
Entering Unmasked Estep 
Score: -15859016.000000 Penalty: 3886.600586
	Iteration 9Q: 3 clusters Score -1.585902e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 155928 members 
Entering Unmasked Estep 
Score: -15859334.000000 Penalty: 3886.600586
	Iteration 10Q: 3 clusters Score -1.585933e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 156010 members 
Entering Unmasked Estep 
Score: -15859480.000000 Penalty: 3886.600586
	Iteration 11Q: 3 clusters Score -1.585948e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 156035 members 
Entering Unmasked Estep 
Score: -15859516.000000 Penalty: 3886.600586
	Iteration 12Q: 3 clusters Score -1.585952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 156039 members 
Entering Unmasked Estep 
Score: -15859523.000000 Penalty: 3886.600586
	Iteration 13Q: 3 clusters Score -1.585952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 156043 members 
Entering Unmasked Estep 
Score: -15859529.000000 Penalty: 3886.600586
	Iteration 14Q: 3 clusters Score -1.585953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 156046 members 
Entering Unmasked Estep 
Score: -15859530.000000 Penalty: 3886.600586
	Iteration 15Q: 3 clusters Score -1.585953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 156049 members 
Entering Unmasked Estep 
Score: -15859548.000000 Penalty: 3886.600586
	Iteration 16Q: 3 clusters Score -1.585955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 156049 members 
Entering Unmasked Estep 
Score: -15859548.000000 Penalty: 3886.600586
	Iteration 17F: 3 clusters Score -1.585955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164444 members 
Entering Unmasked Estep 
Score: -16888598.000000 Penalty: 1951.677856
	Iteration 0F: 2 clusters Score -1.68886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82311 members 
Mstep: Class 2 contains 82133 members 
Entering Unmasked Estep 
Score: -16784596.000000 Penalty: 3903.355713
	Iteration 0F: 3 clusters Score -1.67846e+07 nChanged 79491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82592 members 
Mstep: Class 2 contains 81852 members 
Entering Unmasked Estep 
Score: -16830928.000000 Penalty: 3903.355713
	Iteration 1F: 3 clusters Score -1.683093e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82773 members 
Mstep: Class 2 contains 81671 members 
Entering Unmasked Estep 
Score: -16831772.000000 Penalty: 3903.355713
	Iteration 2Q: 3 clusters Score -1.683177e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82877 members 
Mstep: Class 2 contains 81567 members 
Entering Unmasked Estep 
Score: -16832946.000000 Penalty: 3903.355713
	Iteration 3Q: 3 clusters Score -1.683295e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82798 members 
Mstep: Class 2 contains 81646 members 
Entering Unmasked Estep 
Score: -16834732.000000 Penalty: 3903.355713
	Iteration 4Q: 3 clusters Score -1.683473e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82517 members 
Mstep: Class 2 contains 81927 members 
Entering Unmasked Estep 
Score: -16837220.000000 Penalty: 3903.355713
	Iteration 5Q: 3 clusters Score -1.683722e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81877 members 
Mstep: Class 2 contains 82567 members 
Entering Unmasked Estep 
Score: -16840768.000000 Penalty: 3903.355713
	Iteration 6Q: 3 clusters Score -1.684077e+07 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80871 members 
Mstep: Class 2 contains 83573 members 
Entering Unmasked Estep 
Score: -16845838.000000 Penalty: 3903.355713
	Iteration 7F: 3 clusters Score -1.684584e+07 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79318 members 
Mstep: Class 2 contains 85126 members 
Entering Unmasked Estep 
Score: -16852056.000000 Penalty: 3903.355713
	Iteration 8F: 3 clusters Score -1.685206e+07 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77269 members 
Mstep: Class 2 contains 87175 members 
Entering Unmasked Estep 
Score: -16859280.000000 Penalty: 3903.355713
	Iteration 9F: 3 clusters Score -1.685928e+07 nChanged 9571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 89476 members 
Entering Unmasked Estep 
Score: -16865352.000000 Penalty: 3903.355713
	Iteration 10F: 3 clusters Score -1.686535e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72900 members 
Mstep: Class 2 contains 91544 members 
Entering Unmasked Estep 
Score: -16868822.000000 Penalty: 3903.355713
	Iteration 11Q: 3 clusters Score -1.686882e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71105 members 
Mstep: Class 2 contains 93339 members 
Entering Unmasked Estep 
Score: -16870114.000000 Penalty: 3903.355713
	Iteration 12Q: 3 clusters Score -1.687011e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69542 members 
Mstep: Class 2 contains 94902 members 
Entering Unmasked Estep 
Score: -16871050.000000 Penalty: 3903.355713
	Iteration 13Q: 3 clusters Score -1.687105e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67917 members 
Mstep: Class 2 contains 96527 members 
Entering Unmasked Estep 
Score: -16871914.000000 Penalty: 3903.355713
	Iteration 14Q: 3 clusters Score -1.687191e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 98232 members 
Entering Unmasked Estep 
Score: -16872578.000000 Penalty: 3903.355713
	Iteration 15Q: 3 clusters Score -1.687258e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64356 members 
Mstep: Class 2 contains 100088 members 
Entering Unmasked Estep 
Score: -16873366.000000 Penalty: 3903.355713
	Iteration 16Q: 3 clusters Score -1.687337e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 102042 members 
Entering Unmasked Estep 
Score: -16874094.000000 Penalty: 3903.355713
	Iteration 17Q: 3 clusters Score -1.687409e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60281 members 
Mstep: Class 2 contains 104163 members 
Entering Unmasked Estep 
Score: -16874814.000000 Penalty: 3903.355713
	Iteration 18Q: 3 clusters Score -1.687481e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 106375 members 
Entering Unmasked Estep 
Score: -16875572.000000 Penalty: 3903.355713
	Iteration 19Q: 3 clusters Score -1.687557e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 108674 members 
Entering Unmasked Estep 
Score: -16876402.000000 Penalty: 3903.355713
	Iteration 20F: 3 clusters Score -1.68764e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 111118 members 
Entering Unmasked Estep 
Score: -16877122.000000 Penalty: 3903.355713
	Iteration 21Q: 3 clusters Score -1.687712e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 113774 members 
Entering Unmasked Estep 
Score: -16877994.000000 Penalty: 3903.355713
	Iteration 22Q: 3 clusters Score -1.687799e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 116479 members 
Entering Unmasked Estep 
Score: -16878826.000000 Penalty: 3903.355713
	Iteration 23Q: 3 clusters Score -1.687883e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 119235 members 
Entering Unmasked Estep 
Score: -16879626.000000 Penalty: 3903.355713
	Iteration 24Q: 3 clusters Score -1.687963e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 122052 members 
Entering Unmasked Estep 
Score: -16880356.000000 Penalty: 3903.355713
	Iteration 25Q: 3 clusters Score -1.688036e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 124896 members 
Entering Unmasked Estep 
Score: -16881062.000000 Penalty: 3903.355713
	Iteration 26Q: 3 clusters Score -1.688106e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 127865 members 
Entering Unmasked Estep 
Score: -16881794.000000 Penalty: 3903.355713
	Iteration 27Q: 3 clusters Score -1.688179e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 130925 members 
Entering Unmasked Estep 
Score: -16882382.000000 Penalty: 3903.355713
	Iteration 28Q: 3 clusters Score -1.688238e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 133996 members 
Entering Unmasked Estep 
Score: -16883100.000000 Penalty: 3903.355713
	Iteration 29Q: 3 clusters Score -1.68831e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 137000 members 
Entering Unmasked Estep 
Score: -16883976.000000 Penalty: 3903.355713
	Iteration 30Q: 3 clusters Score -1.688398e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 139867 members 
Entering Unmasked Estep 
Score: -16884782.000000 Penalty: 3903.355713
	Iteration 31Q: 3 clusters Score -1.688478e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 142667 members 
Entering Unmasked Estep 
Score: -16885774.000000 Penalty: 3903.355713
	Iteration 32Q: 3 clusters Score -1.688577e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 145498 members 
Entering Unmasked Estep 
Score: -16886274.000000 Penalty: 3903.355713
	Iteration 33Q: 3 clusters Score -1.688627e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 148498 members 
Entering Unmasked Estep 
Score: -16886722.000000 Penalty: 3903.355713
	Iteration 34Q: 3 clusters Score -1.688672e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 151397 members 
Entering Unmasked Estep 
Score: -16886880.000000 Penalty: 3903.355713
	Iteration 35Q: 3 clusters Score -1.688688e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 153993 members 
Entering Unmasked Estep 
Score: -16887100.000000 Penalty: 3903.355713
	Iteration 36Q: 3 clusters Score -1.68871e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 155947 members 
Entering Unmasked Estep 
Score: -16887076.000000 Penalty: 3903.355713
	Iteration 37Q: 3 clusters Score -1.688708e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 157270 members 
Entering Unmasked Estep 
Score: -16887120.000000 Penalty: 3903.355713
	Iteration 38Q: 3 clusters Score -1.688712e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 158059 members 
Entering Unmasked Estep 
Score: -16887126.000000 Penalty: 3903.355713
	Iteration 39Q: 3 clusters Score -1.688713e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 158514 members 
Entering Unmasked Estep 
Score: -16887890.000000 Penalty: 3903.355713
	Iteration 40F: 3 clusters Score -1.688789e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 160161 members 
Entering Unmasked Estep 
Score: -16888028.000000 Penalty: 3903.355713
	Iteration 41Q: 3 clusters Score -1.688803e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 161178 members 
Entering Unmasked Estep 
Score: -16888102.000000 Penalty: 3903.355713
	Iteration 42Q: 3 clusters Score -1.68881e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 161836 members 
Entering Unmasked Estep 
Score: -16888160.000000 Penalty: 3903.355713
	Iteration 43Q: 3 clusters Score -1.688816e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 162241 members 
Entering Unmasked Estep 
Score: -16888180.000000 Penalty: 3903.355713
	Iteration 44Q: 3 clusters Score -1.688818e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 162476 members 
Entering Unmasked Estep 
Score: -16888186.000000 Penalty: 3903.355713
	Iteration 45Q: 3 clusters Score -1.688819e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 162654 members 
Entering Unmasked Estep 
Score: -16888128.000000 Penalty: 3903.355713
	Iteration 46Q: 3 clusters Score -1.688813e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 162785 members 
Entering Unmasked Estep 
Score: -16888112.000000 Penalty: 3903.355713
	Iteration 47Q: 3 clusters Score -1.688811e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 162875 members 
Entering Unmasked Estep 
Score: -16888076.000000 Penalty: 3903.355713
	Iteration 48Q: 3 clusters Score -1.688808e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 162944 members 
Entering Unmasked Estep 
Score: -16888070.000000 Penalty: 3903.355713
	Iteration 49Q: 3 clusters Score -1.688807e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 163001 members 
Entering Unmasked Estep 
Score: -16888054.000000 Penalty: 3903.355713
	Iteration 50Q: 3 clusters Score -1.688805e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 163064 members 
Entering Unmasked Estep 
Score: -16888058.000000 Penalty: 3903.355713
	Iteration 51Q: 3 clusters Score -1.688806e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 163115 members 
Entering Unmasked Estep 
Score: -16888060.000000 Penalty: 3903.355713
	Iteration 52Q: 3 clusters Score -1.688806e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 163152 members 
Entering Unmasked Estep 
Score: -16888070.000000 Penalty: 3903.355713
	Iteration 53Q: 3 clusters Score -1.688807e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 163181 members 
Entering Unmasked Estep 
Score: -16888076.000000 Penalty: 3903.355713
	Iteration 54Q: 3 clusters Score -1.688808e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 163200 members 
Entering Unmasked Estep 
Score: -16888066.000000 Penalty: 3903.355713
	Iteration 55Q: 3 clusters Score -1.688807e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 163220 members 
Entering Unmasked Estep 
Score: -16888054.000000 Penalty: 3903.355713
	Iteration 56Q: 3 clusters Score -1.688805e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 163234 members 
Entering Unmasked Estep 
Score: -16888042.000000 Penalty: 3903.355713
	Iteration 57Q: 3 clusters Score -1.688804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 163248 members 
Entering Unmasked Estep 
Score: -16888036.000000 Penalty: 3903.355713
	Iteration 58Q: 3 clusters Score -1.688804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 163259 members 
Entering Unmasked Estep 
Score: -16888042.000000 Penalty: 3903.355713
	Iteration 59Q: 3 clusters Score -1.688804e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 163272 members 
Entering Unmasked Estep 
Score: -16888032.000000 Penalty: 3903.355713
	Iteration 60F: 3 clusters Score -1.688803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 163277 members 
Entering Unmasked Estep 
Score: -16888036.000000 Penalty: 3903.355713
	Iteration 61Q: 3 clusters Score -1.688804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 163279 members 
Entering Unmasked Estep 
Score: -16888038.000000 Penalty: 3903.355713
	Iteration 62Q: 3 clusters Score -1.688804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 163282 members 
Entering Unmasked Estep 
Score: -16888044.000000 Penalty: 3903.355713
	Iteration 63Q: 3 clusters Score -1.688804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 163285 members 
Entering Unmasked Estep 
Score: -16888036.000000 Penalty: 3903.355713
	Iteration 64Q: 3 clusters Score -1.688804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 163289 members 
Entering Unmasked Estep 
Score: -16888032.000000 Penalty: 3903.355713
	Iteration 65Q: 3 clusters Score -1.688803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 163293 members 
Entering Unmasked Estep 
Score: -16888022.000000 Penalty: 3903.355713
	Iteration 66Q: 3 clusters Score -1.688802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 163296 members 
Entering Unmasked Estep 
Score: -16888020.000000 Penalty: 3903.355713
	Iteration 67Q: 3 clusters Score -1.688802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 163301 members 
Entering Unmasked Estep 
Score: -16888024.000000 Penalty: 3903.355713
	Iteration 68Q: 3 clusters Score -1.688802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 163307 members 
Entering Unmasked Estep 
Score: -16888028.000000 Penalty: 3903.355713
	Iteration 69Q: 3 clusters Score -1.688803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 163311 members 
Entering Unmasked Estep 
Score: -16888014.000000 Penalty: 3903.355713
	Iteration 70Q: 3 clusters Score -1.688801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 163314 members 
Entering Unmasked Estep 
Score: -16888016.000000 Penalty: 3903.355713
	Iteration 71Q: 3 clusters Score -1.688802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 163317 members 
Entering Unmasked Estep 
Score: -16888014.000000 Penalty: 3903.355713
	Iteration 72Q: 3 clusters Score -1.688801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 163320 members 
Entering Unmasked Estep 
Score: -16888010.000000 Penalty: 3903.355713
	Iteration 73Q: 3 clusters Score -1.688801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 163323 members 
Entering Unmasked Estep 
Score: -16888000.000000 Penalty: 3903.355713
	Iteration 74Q: 3 clusters Score -1.6888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 163328 members 
Entering Unmasked Estep 
Score: -16887982.000000 Penalty: 3903.355713
	Iteration 75Q: 3 clusters Score -1.688798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 163331 members 
Entering Unmasked Estep 
Score: -16887976.000000 Penalty: 3903.355713
	Iteration 76Q: 3 clusters Score -1.688798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 163333 members 
Entering Unmasked Estep 
Score: -16887972.000000 Penalty: 3903.355713
	Iteration 77Q: 3 clusters Score -1.688797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 163334 members 
Entering Unmasked Estep 
Score: -16887972.000000 Penalty: 3903.355713
	Iteration 78Q: 3 clusters Score -1.688797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 163335 members 
Entering Unmasked Estep 
Score: -16887970.000000 Penalty: 3903.355713
	Iteration 79Q: 3 clusters Score -1.688797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 163335 members 
Entering Unmasked Estep 
Score: -16887970.000000 Penalty: 3903.355713
	Iteration 80F: 3 clusters Score -1.688797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (118331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118331 members 
Entering Unmasked Estep 
Score: -12151635.000000 Penalty: 1898.201660
	Iteration 0F: 2 clusters Score -1.215164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59201 members 
Mstep: Class 2 contains 59130 members 
Entering Unmasked Estep 
Score: -12072896.000000 Penalty: 3796.403320
	Iteration 0F: 3 clusters Score -1.20729e+07 nChanged 56734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 57122 members 
Entering Unmasked Estep 
Score: -12106309.000000 Penalty: 3796.403320
	Iteration 1F: 3 clusters Score -1.210631e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62909 members 
Mstep: Class 2 contains 55422 members 
Entering Unmasked Estep 
Score: -12107656.000000 Penalty: 3796.403320
	Iteration 2Q: 3 clusters Score -1.210766e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -12109784.000000 Penalty: 3796.403320
	Iteration 3Q: 3 clusters Score -1.210978e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69436 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -12113314.000000 Penalty: 3796.403320
	Iteration 4F: 3 clusters Score -1.211331e+07 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74753 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -12118779.000000 Penalty: 3796.403320
	Iteration 5F: 3 clusters Score -1.211878e+07 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80863 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -12125575.000000 Penalty: 3796.403320
	Iteration 6F: 3 clusters Score -1.212558e+07 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86980 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -12132195.000000 Penalty: 3796.403320
	Iteration 7F: 3 clusters Score -1.21322e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92157 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -12138082.000000 Penalty: 3796.403320
	Iteration 8F: 3 clusters Score -1.213808e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95870 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -12142030.000000 Penalty: 3796.403320
	Iteration 9Q: 3 clusters Score -1.214203e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98361 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -12144592.000000 Penalty: 3796.403320
	Iteration 10Q: 3 clusters Score -1.214459e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100204 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -12146162.000000 Penalty: 3796.403320
	Iteration 11Q: 3 clusters Score -1.214616e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101625 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -12147105.000000 Penalty: 3796.403320
	Iteration 12Q: 3 clusters Score -1.21471e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102734 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -12147714.000000 Penalty: 3796.403320
	Iteration 13Q: 3 clusters Score -1.214771e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103692 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -12148101.000000 Penalty: 3796.403320
	Iteration 14Q: 3 clusters Score -1.21481e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104577 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -12148420.000000 Penalty: 3796.403320
	Iteration 15Q: 3 clusters Score -1.214842e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105324 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -12148664.000000 Penalty: 3796.403320
	Iteration 16Q: 3 clusters Score -1.214866e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106051 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -12148853.000000 Penalty: 3796.403320
	Iteration 17Q: 3 clusters Score -1.214885e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106717 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -12149076.000000 Penalty: 3796.403320
	Iteration 18Q: 3 clusters Score -1.214908e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107338 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -12149246.000000 Penalty: 3796.403320
	Iteration 19Q: 3 clusters Score -1.214925e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107928 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -12149373.000000 Penalty: 3796.403320
	Iteration 20F: 3 clusters Score -1.214937e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108483 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -12149482.000000 Penalty: 3796.403320
	Iteration 21Q: 3 clusters Score -1.214948e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109040 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -12149546.000000 Penalty: 3796.403320
	Iteration 22Q: 3 clusters Score -1.214955e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109551 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -12149689.000000 Penalty: 3796.403320
	Iteration 23Q: 3 clusters Score -1.214969e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110036 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -12149811.000000 Penalty: 3796.403320
	Iteration 24Q: 3 clusters Score -1.214981e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110489 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -12149923.000000 Penalty: 3796.403320
	Iteration 25Q: 3 clusters Score -1.214992e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110929 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -12150051.000000 Penalty: 3796.403320
	Iteration 26Q: 3 clusters Score -1.215005e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111317 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -12150140.000000 Penalty: 3796.403320
	Iteration 27Q: 3 clusters Score -1.215014e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -12150245.000000 Penalty: 3796.403320
	Iteration 28Q: 3 clusters Score -1.215024e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112037 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -12150274.000000 Penalty: 3796.403320
	Iteration 29Q: 3 clusters Score -1.215027e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112406 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -12150350.000000 Penalty: 3796.403320
	Iteration 30Q: 3 clusters Score -1.215035e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112781 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -12150428.000000 Penalty: 3796.403320
	Iteration 31Q: 3 clusters Score -1.215043e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113122 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -12150501.000000 Penalty: 3796.403320
	Iteration 32Q: 3 clusters Score -1.21505e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113400 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -12150565.000000 Penalty: 3796.403320
	Iteration 33Q: 3 clusters Score -1.215056e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113643 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -12150604.000000 Penalty: 3796.403320
	Iteration 34Q: 3 clusters Score -1.21506e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113846 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -12150621.000000 Penalty: 3796.403320
	Iteration 35Q: 3 clusters Score -1.215062e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114010 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -12150647.000000 Penalty: 3796.403320
	Iteration 36Q: 3 clusters Score -1.215065e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114149 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -12150651.000000 Penalty: 3796.403320
	Iteration 37Q: 3 clusters Score -1.215065e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114263 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -12150656.000000 Penalty: 3796.403320
	Iteration 38Q: 3 clusters Score -1.215066e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114376 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -12150663.000000 Penalty: 3796.403320
	Iteration 39Q: 3 clusters Score -1.215066e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114481 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -12150637.000000 Penalty: 3796.403320
	Iteration 40F: 3 clusters Score -1.215064e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114579 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -12150667.000000 Penalty: 3796.403320
	Iteration 41Q: 3 clusters Score -1.215067e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114668 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -12150670.000000 Penalty: 3796.403320
	Iteration 42Q: 3 clusters Score -1.215067e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114756 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -12150681.000000 Penalty: 3796.403320
	Iteration 43Q: 3 clusters Score -1.215068e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114831 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -12150713.000000 Penalty: 3796.403320
	Iteration 44Q: 3 clusters Score -1.215071e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114904 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -12150735.000000 Penalty: 3796.403320
	Iteration 45Q: 3 clusters Score -1.215074e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114972 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -12150738.000000 Penalty: 3796.403320
	Iteration 46Q: 3 clusters Score -1.215074e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115040 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -12150743.000000 Penalty: 3796.403320
	Iteration 47Q: 3 clusters Score -1.215074e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115114 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -12150777.000000 Penalty: 3796.403320
	Iteration 48Q: 3 clusters Score -1.215078e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115190 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -12150795.000000 Penalty: 3796.403320
	Iteration 49Q: 3 clusters Score -1.21508e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115257 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -12150793.000000 Penalty: 3796.403320
	Iteration 50Q: 3 clusters Score -1.215079e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115313 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -12150818.000000 Penalty: 3796.403320
	Iteration 51Q: 3 clusters Score -1.215082e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115350 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -12150833.000000 Penalty: 3796.403320
	Iteration 52Q: 3 clusters Score -1.215083e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115385 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -12150823.000000 Penalty: 3796.403320
	Iteration 53Q: 3 clusters Score -1.215082e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115421 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -12150826.000000 Penalty: 3796.403320
	Iteration 54Q: 3 clusters Score -1.215083e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115458 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -12150835.000000 Penalty: 3796.403320
	Iteration 55Q: 3 clusters Score -1.215084e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115479 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -12150831.000000 Penalty: 3796.403320
	Iteration 56Q: 3 clusters Score -1.215083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115493 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -12150841.000000 Penalty: 3796.403320
	Iteration 57Q: 3 clusters Score -1.215084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115507 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -12150842.000000 Penalty: 3796.403320
	Iteration 58Q: 3 clusters Score -1.215084e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115516 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -12150835.000000 Penalty: 3796.403320
	Iteration 59Q: 3 clusters Score -1.215084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115526 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -12150836.000000 Penalty: 3796.403320
	Iteration 60F: 3 clusters Score -1.215084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115539 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -12150841.000000 Penalty: 3796.403320
	Iteration 61Q: 3 clusters Score -1.215084e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115550 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -12150835.000000 Penalty: 3796.403320
	Iteration 62Q: 3 clusters Score -1.215084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115561 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -12150831.000000 Penalty: 3796.403320
	Iteration 63Q: 3 clusters Score -1.215083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115570 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -12150822.000000 Penalty: 3796.403320
	Iteration 64Q: 3 clusters Score -1.215082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115572 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -12150827.000000 Penalty: 3796.403320
	Iteration 65Q: 3 clusters Score -1.215083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115575 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -12150823.000000 Penalty: 3796.403320
	Iteration 66Q: 3 clusters Score -1.215082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115578 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -12150811.000000 Penalty: 3796.403320
	Iteration 67Q: 3 clusters Score -1.215081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115583 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -12150820.000000 Penalty: 3796.403320
	Iteration 68Q: 3 clusters Score -1.215082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115590 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -12150819.000000 Penalty: 3796.403320
	Iteration 69Q: 3 clusters Score -1.215082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115593 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -12150823.000000 Penalty: 3796.403320
	Iteration 70Q: 3 clusters Score -1.215082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115594 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -12150822.000000 Penalty: 3796.403320
	Iteration 71Q: 3 clusters Score -1.215082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115594 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -12150822.000000 Penalty: 3796.403320
	Iteration 72F: 3 clusters Score -1.215082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Entering Unmasked Estep 
Score: -1053816.625000 Penalty: 1503.006714
	Iteration 0F: 2 clusters Score -1053817 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 5203 members 
Entering Unmasked Estep 
Score: -1046336.125000 Penalty: 3006.013428
	Iteration 0F: 3 clusters Score -1046336 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1048792.000000 Penalty: 3006.013428
	Iteration 1F: 3 clusters Score -1048792 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1049027.250000 Penalty: 3006.013428
	Iteration 2F: 3 clusters Score -1049027 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1049292.875000 Penalty: 3006.013428
	Iteration 3F: 3 clusters Score -1049293 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1049524.750000 Penalty: 3006.013428
	Iteration 4Q: 3 clusters Score -1049525 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1049766.750000 Penalty: 3006.013428
	Iteration 5Q: 3 clusters Score -1049767 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1050049.875000 Penalty: 3006.013428
	Iteration 6F: 3 clusters Score -1050050 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1050396.875000 Penalty: 3006.013428
	Iteration 7F: 3 clusters Score -1050397 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1050751.500000 Penalty: 3006.013428
	Iteration 8F: 3 clusters Score -1050752 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1051091.000000 Penalty: 3006.013428
	Iteration 9Q: 3 clusters Score -1051091 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1051428.625000 Penalty: 3006.013428
	Iteration 10Q: 3 clusters Score -1051429 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1051680.125000 Penalty: 3006.013428
	Iteration 11Q: 3 clusters Score -1051680 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1051848.500000 Penalty: 3006.013428
	Iteration 12Q: 3 clusters Score -1051848 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1051978.125000 Penalty: 3006.013428
	Iteration 13Q: 3 clusters Score -1051978 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1052076.875000 Penalty: 3006.013428
	Iteration 14Q: 3 clusters Score -1052077 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1052151.750000 Penalty: 3006.013428
	Iteration 15Q: 3 clusters Score -1052152 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1052212.000000 Penalty: 3006.013428
	Iteration 16Q: 3 clusters Score -1052212 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1052268.125000 Penalty: 3006.013428
	Iteration 17Q: 3 clusters Score -1052268 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1052301.500000 Penalty: 3006.013428
	Iteration 18Q: 3 clusters Score -1052302 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1052330.000000 Penalty: 3006.013428
	Iteration 19Q: 3 clusters Score -1052330 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1052359.625000 Penalty: 3006.013428
	Iteration 20F: 3 clusters Score -1052360 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1052392.875000 Penalty: 3006.013428
	Iteration 21Q: 3 clusters Score -1052393 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1052422.625000 Penalty: 3006.013428
	Iteration 22Q: 3 clusters Score -1052423 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1052447.875000 Penalty: 3006.013428
	Iteration 23Q: 3 clusters Score -1052448 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1052472.625000 Penalty: 3006.013428
	Iteration 24Q: 3 clusters Score -1052473 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1052492.625000 Penalty: 3006.013428
	Iteration 25Q: 3 clusters Score -1052493 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1052505.125000 Penalty: 3006.013428
	Iteration 26Q: 3 clusters Score -1052505 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1052520.750000 Penalty: 3006.013428
	Iteration 27Q: 3 clusters Score -1052521 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1052540.375000 Penalty: 3006.013428
	Iteration 28Q: 3 clusters Score -1052540 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1052560.750000 Penalty: 3006.013428
	Iteration 29Q: 3 clusters Score -1052561 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1052575.500000 Penalty: 3006.013428
	Iteration 30Q: 3 clusters Score -1052576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1052587.750000 Penalty: 3006.013428
	Iteration 31Q: 3 clusters Score -1052588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1052599.125000 Penalty: 3006.013428
	Iteration 32Q: 3 clusters Score -1052599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1052604.625000 Penalty: 3006.013428
	Iteration 33Q: 3 clusters Score -1052605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1052607.625000 Penalty: 3006.013428
	Iteration 34Q: 3 clusters Score -1052608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1052611.625000 Penalty: 3006.013428
	Iteration 35Q: 3 clusters Score -1052612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1052612.875000 Penalty: 3006.013428
	Iteration 36Q: 3 clusters Score -1052613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1052615.125000 Penalty: 3006.013428
	Iteration 37Q: 3 clusters Score -1052615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1052618.250000 Penalty: 3006.013428
	Iteration 38Q: 3 clusters Score -1052618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1052619.125000 Penalty: 3006.013428
	Iteration 39Q: 3 clusters Score -1052619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1052618.125000 Penalty: 3006.013428
	Iteration 40F: 3 clusters Score -1052618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1052622.250000 Penalty: 3006.013428
	Iteration 41Q: 3 clusters Score -1052622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1052621.875000 Penalty: 3006.013428
	Iteration 42Q: 3 clusters Score -1052622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1052621.750000 Penalty: 3006.013428
	Iteration 43Q: 3 clusters Score -1052622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1052621.750000 Penalty: 3006.013428
	Iteration 44F: 3 clusters Score -1052622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Entering Unmasked Estep 
Score: -1780156.500000 Penalty: 1585.430420
	Iteration 0F: 2 clusters Score -1780156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1768277.250000 Penalty: 3170.860840
	Iteration 0F: 3 clusters Score -1768277 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1772473.500000 Penalty: 3170.860840
	Iteration 1F: 3 clusters Score -1772474 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1772908.625000 Penalty: 3170.860840
	Iteration 2F: 3 clusters Score -1772909 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1773374.375000 Penalty: 3170.860840
	Iteration 3F: 3 clusters Score -1773374 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1773863.125000 Penalty: 3170.860840
	Iteration 4F: 3 clusters Score -1773863 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1774442.375000 Penalty: 3170.860840
	Iteration 5F: 3 clusters Score -1774442 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1775153.375000 Penalty: 3170.860840
	Iteration 6F: 3 clusters Score -1775153 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1775948.500000 Penalty: 3170.860840
	Iteration 7F: 3 clusters Score -1775948 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1776791.250000 Penalty: 3170.860840
	Iteration 8F: 3 clusters Score -1776791 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1777505.125000 Penalty: 3170.860840
	Iteration 9Q: 3 clusters Score -1777505 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1777900.500000 Penalty: 3170.860840
	Iteration 10Q: 3 clusters Score -1777900 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1778125.125000 Penalty: 3170.860840
	Iteration 11Q: 3 clusters Score -1778125 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1778261.625000 Penalty: 3170.860840
	Iteration 12Q: 3 clusters Score -1778262 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1778353.625000 Penalty: 3170.860840
	Iteration 13Q: 3 clusters Score -1778354 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1778439.125000 Penalty: 3170.860840
	Iteration 14Q: 3 clusters Score -1778439 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1778511.750000 Penalty: 3170.860840
	Iteration 15Q: 3 clusters Score -1778512 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1778576.875000 Penalty: 3170.860840
	Iteration 16Q: 3 clusters Score -1778577 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1778645.375000 Penalty: 3170.860840
	Iteration 17Q: 3 clusters Score -1778645 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1778714.000000 Penalty: 3170.860840
	Iteration 18Q: 3 clusters Score -1778714 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1778774.625000 Penalty: 3170.860840
	Iteration 19Q: 3 clusters Score -1778775 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1778816.375000 Penalty: 3170.860840
	Iteration 20F: 3 clusters Score -1778816 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1778856.500000 Penalty: 3170.860840
	Iteration 21Q: 3 clusters Score -1778856 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1778885.000000 Penalty: 3170.860840
	Iteration 22Q: 3 clusters Score -1778885 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1778911.125000 Penalty: 3170.860840
	Iteration 23Q: 3 clusters Score -1778911 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1778935.375000 Penalty: 3170.860840
	Iteration 24Q: 3 clusters Score -1778935 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -1778960.375000 Penalty: 3170.860840
	Iteration 25Q: 3 clusters Score -1778960 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1778977.000000 Penalty: 3170.860840
	Iteration 26Q: 3 clusters Score -1778977 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -1778997.250000 Penalty: 3170.860840
	Iteration 27Q: 3 clusters Score -1778997 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1779018.875000 Penalty: 3170.860840
	Iteration 28Q: 3 clusters Score -1779019 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1779040.500000 Penalty: 3170.860840
	Iteration 29Q: 3 clusters Score -1779040 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1779058.750000 Penalty: 3170.860840
	Iteration 30Q: 3 clusters Score -1779059 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1779079.375000 Penalty: 3170.860840
	Iteration 31Q: 3 clusters Score -1779079 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1779091.125000 Penalty: 3170.860840
	Iteration 32Q: 3 clusters Score -1779091 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1779100.875000 Penalty: 3170.860840
	Iteration 33Q: 3 clusters Score -1779101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -1779115.875000 Penalty: 3170.860840
	Iteration 34Q: 3 clusters Score -1779116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1779121.875000 Penalty: 3170.860840
	Iteration 35Q: 3 clusters Score -1779122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1779131.125000 Penalty: 3170.860840
	Iteration 36Q: 3 clusters Score -1779131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1779130.375000 Penalty: 3170.860840
	Iteration 37Q: 3 clusters Score -1779130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -1779133.625000 Penalty: 3170.860840
	Iteration 38Q: 3 clusters Score -1779134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1779138.625000 Penalty: 3170.860840
	Iteration 39Q: 3 clusters Score -1779139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -1779141.500000 Penalty: 3170.860840
	Iteration 40F: 3 clusters Score -1779142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -1779141.250000 Penalty: 3170.860840
	Iteration 41Q: 3 clusters Score -1779141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1779145.625000 Penalty: 3170.860840
	Iteration 42Q: 3 clusters Score -1779146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1779149.250000 Penalty: 3170.860840
	Iteration 43Q: 3 clusters Score -1779149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1779153.625000 Penalty: 3170.860840
	Iteration 44Q: 3 clusters Score -1779154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -1779152.625000 Penalty: 3170.860840
	Iteration 45Q: 3 clusters Score -1779153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1779156.750000 Penalty: 3170.860840
	Iteration 46Q: 3 clusters Score -1779157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -1779152.125000 Penalty: 3170.860840
	Iteration 47Q: 3 clusters Score -1779152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1779153.500000 Penalty: 3170.860840
	Iteration 48Q: 3 clusters Score -1779154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1779154.750000 Penalty: 3170.860840
	Iteration 49Q: 3 clusters Score -1779155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1779158.875000 Penalty: 3170.860840
	Iteration 50Q: 3 clusters Score -1779159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1779158.375000 Penalty: 3170.860840
	Iteration 51Q: 3 clusters Score -1779158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -1779159.000000 Penalty: 3170.860840
	Iteration 52Q: 3 clusters Score -1779159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1779160.625000 Penalty: 3170.860840
	Iteration 53Q: 3 clusters Score -1779161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1779160.625000 Penalty: 3170.860840
	Iteration 54F: 3 clusters Score -1779161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (93232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93232 members 
Entering Unmasked Estep 
Score: -9548173.000000 Penalty: 1859.462524
	Iteration 0F: 2 clusters Score -9548173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -9486766.000000 Penalty: 3718.925049
	Iteration 0F: 3 clusters Score -9486766 nChanged 44486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -9512389.000000 Penalty: 3718.925049
	Iteration 1F: 3 clusters Score -9512389 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -9513418.000000 Penalty: 3718.925049
	Iteration 2Q: 3 clusters Score -9513418 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -9515449.000000 Penalty: 3718.925049
	Iteration 3Q: 3 clusters Score -9515449 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61590 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -9519217.000000 Penalty: 3718.925049
	Iteration 4F: 3 clusters Score -9519217 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -9525423.000000 Penalty: 3718.925049
	Iteration 5F: 3 clusters Score -9525423 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -9533548.000000 Penalty: 3718.925049
	Iteration 6F: 3 clusters Score -9533548 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83714 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -9540276.000000 Penalty: 3718.925049
	Iteration 7F: 3 clusters Score -9540276 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88122 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -9544085.000000 Penalty: 3718.925049
	Iteration 8Q: 3 clusters Score -9544085 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90367 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -9545752.000000 Penalty: 3718.925049
	Iteration 9Q: 3 clusters Score -9545752 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91402 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -9546360.000000 Penalty: 3718.925049
	Iteration 10Q: 3 clusters Score -9546360 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91932 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -9546635.000000 Penalty: 3718.925049
	Iteration 11Q: 3 clusters Score -9546635 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92196 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -9546759.000000 Penalty: 3718.925049
	Iteration 12Q: 3 clusters Score -9546759 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92360 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9546824.000000 Penalty: 3718.925049
	Iteration 13Q: 3 clusters Score -9546824 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92462 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9546850.000000 Penalty: 3718.925049
	Iteration 14Q: 3 clusters Score -9546850 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92532 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9546874.000000 Penalty: 3718.925049
	Iteration 15Q: 3 clusters Score -9546874 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92588 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9546892.000000 Penalty: 3718.925049
	Iteration 16Q: 3 clusters Score -9546892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92633 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -9546925.000000 Penalty: 3718.925049
	Iteration 17Q: 3 clusters Score -9546925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92660 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9546936.000000 Penalty: 3718.925049
	Iteration 18Q: 3 clusters Score -9546936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92681 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9546953.000000 Penalty: 3718.925049
	Iteration 19Q: 3 clusters Score -9546953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92700 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9546936.000000 Penalty: 3718.925049
	Iteration 20F: 3 clusters Score -9546936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92707 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9546936.000000 Penalty: 3718.925049
	Iteration 21Q: 3 clusters Score -9546936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92714 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9546949.000000 Penalty: 3718.925049
	Iteration 22Q: 3 clusters Score -9546949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92718 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9546957.000000 Penalty: 3718.925049
	Iteration 23Q: 3 clusters Score -9546957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92724 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9546966.000000 Penalty: 3718.925049
	Iteration 24Q: 3 clusters Score -9546966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92729 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9546966.000000 Penalty: 3718.925049
	Iteration 25Q: 3 clusters Score -9546966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92732 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9546958.000000 Penalty: 3718.925049
	Iteration 26Q: 3 clusters Score -9546958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92733 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -9546954.000000 Penalty: 3718.925049
	Iteration 27Q: 3 clusters Score -9546954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92736 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9546966.000000 Penalty: 3718.925049
	Iteration 28Q: 3 clusters Score -9546966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92740 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9546966.000000 Penalty: 3718.925049
	Iteration 29Q: 3 clusters Score -9546966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92742 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9546963.000000 Penalty: 3718.925049
	Iteration 30Q: 3 clusters Score -9546963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92743 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9546961.000000 Penalty: 3718.925049
	Iteration 31Q: 3 clusters Score -9546961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92742 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9546964.000000 Penalty: 3718.925049
	Iteration 32Q: 3 clusters Score -9546964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92742 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9546964.000000 Penalty: 3718.925049
	Iteration 33F: 3 clusters Score -9546964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (167457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167457 members 
Entering Unmasked Estep 
Score: -17016890.000000 Penalty: 1954.628296
	Iteration 0F: 2 clusters Score -1.701689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83635 members 
Mstep: Class 2 contains 83822 members 
Entering Unmasked Estep 
Score: -16906696.000000 Penalty: 3909.256592
	Iteration 0F: 3 clusters Score -1.69067e+07 nChanged 80919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84016 members 
Mstep: Class 2 contains 83441 members 
Entering Unmasked Estep 
Score: -16954366.000000 Penalty: 3909.256592
	Iteration 1F: 3 clusters Score -1.695437e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84316 members 
Mstep: Class 2 contains 83141 members 
Entering Unmasked Estep 
Score: -16955284.000000 Penalty: 3909.256592
	Iteration 2Q: 3 clusters Score -1.695528e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84784 members 
Mstep: Class 2 contains 82673 members 
Entering Unmasked Estep 
Score: -16956226.000000 Penalty: 3909.256592
	Iteration 3Q: 3 clusters Score -1.695623e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85384 members 
Mstep: Class 2 contains 82073 members 
Entering Unmasked Estep 
Score: -16957522.000000 Penalty: 3909.256592
	Iteration 4Q: 3 clusters Score -1.695752e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86089 members 
Mstep: Class 2 contains 81368 members 
Entering Unmasked Estep 
Score: -16959252.000000 Penalty: 3909.256592
	Iteration 5Q: 3 clusters Score -1.695925e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 80529 members 
Entering Unmasked Estep 
Score: -16961258.000000 Penalty: 3909.256592
	Iteration 6Q: 3 clusters Score -1.696126e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87886 members 
Mstep: Class 2 contains 79571 members 
Entering Unmasked Estep 
Score: -16964200.000000 Penalty: 3909.256592
	Iteration 7Q: 3 clusters Score -1.69642e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88898 members 
Mstep: Class 2 contains 78559 members 
Entering Unmasked Estep 
Score: -16967780.000000 Penalty: 3909.256592
	Iteration 8Q: 3 clusters Score -1.696778e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90032 members 
Mstep: Class 2 contains 77425 members 
Entering Unmasked Estep 
Score: -16973444.000000 Penalty: 3909.256592
	Iteration 9F: 3 clusters Score -1.697344e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91052 members 
Mstep: Class 2 contains 76405 members 
Entering Unmasked Estep 
Score: -16980302.000000 Penalty: 3909.256592
	Iteration 10F: 3 clusters Score -1.69803e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91952 members 
Mstep: Class 2 contains 75505 members 
Entering Unmasked Estep 
Score: -16985250.000000 Penalty: 3909.256592
	Iteration 11F: 3 clusters Score -1.698525e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 74464 members 
Entering Unmasked Estep 
Score: -16987142.000000 Penalty: 3909.256592
	Iteration 12Q: 3 clusters Score -1.698714e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94024 members 
Mstep: Class 2 contains 73433 members 
Entering Unmasked Estep 
Score: -16987732.000000 Penalty: 3909.256592
	Iteration 13Q: 3 clusters Score -1.698773e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95123 members 
Mstep: Class 2 contains 72334 members 
Entering Unmasked Estep 
Score: -16988020.000000 Penalty: 3909.256592
	Iteration 14Q: 3 clusters Score -1.698802e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96263 members 
Mstep: Class 2 contains 71194 members 
Entering Unmasked Estep 
Score: -16988234.000000 Penalty: 3909.256592
	Iteration 15Q: 3 clusters Score -1.698823e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97474 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -16988424.000000 Penalty: 3909.256592
	Iteration 16Q: 3 clusters Score -1.698842e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98722 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -16988584.000000 Penalty: 3909.256592
	Iteration 17Q: 3 clusters Score -1.698858e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99947 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -16988806.000000 Penalty: 3909.256592
	Iteration 18Q: 3 clusters Score -1.698881e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101224 members 
Mstep: Class 2 contains 66233 members 
Entering Unmasked Estep 
Score: -16989024.000000 Penalty: 3909.256592
	Iteration 19Q: 3 clusters Score -1.698902e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102614 members 
Mstep: Class 2 contains 64843 members 
Entering Unmasked Estep 
Score: -16989282.000000 Penalty: 3909.256592
	Iteration 20F: 3 clusters Score -1.698928e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104088 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -16989478.000000 Penalty: 3909.256592
	Iteration 21Q: 3 clusters Score -1.698948e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105657 members 
Mstep: Class 2 contains 61800 members 
Entering Unmasked Estep 
Score: -16989778.000000 Penalty: 3909.256592
	Iteration 22Q: 3 clusters Score -1.698978e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107340 members 
Mstep: Class 2 contains 60117 members 
Entering Unmasked Estep 
Score: -16990168.000000 Penalty: 3909.256592
	Iteration 23Q: 3 clusters Score -1.699017e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109117 members 
Mstep: Class 2 contains 58340 members 
Entering Unmasked Estep 
Score: -16990588.000000 Penalty: 3909.256592
	Iteration 24Q: 3 clusters Score -1.699059e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111052 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -16991128.000000 Penalty: 3909.256592
	Iteration 25Q: 3 clusters Score -1.699113e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113085 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -16991602.000000 Penalty: 3909.256592
	Iteration 26Q: 3 clusters Score -1.69916e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115253 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -16992298.000000 Penalty: 3909.256592
	Iteration 27Q: 3 clusters Score -1.69923e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117520 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -16992968.000000 Penalty: 3909.256592
	Iteration 28Q: 3 clusters Score -1.699297e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119819 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -16993682.000000 Penalty: 3909.256592
	Iteration 29Q: 3 clusters Score -1.699368e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122286 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -16994402.000000 Penalty: 3909.256592
	Iteration 30Q: 3 clusters Score -1.69944e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124831 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -16995250.000000 Penalty: 3909.256592
	Iteration 31Q: 3 clusters Score -1.699525e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127505 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -16996198.000000 Penalty: 3909.256592
	Iteration 32Q: 3 clusters Score -1.69962e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130289 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -16997198.000000 Penalty: 3909.256592
	Iteration 33Q: 3 clusters Score -1.69972e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133176 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -16998300.000000 Penalty: 3909.256592
	Iteration 34Q: 3 clusters Score -1.69983e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136066 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -16999410.000000 Penalty: 3909.256592
	Iteration 35Q: 3 clusters Score -1.699941e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138993 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -17000778.000000 Penalty: 3909.256592
	Iteration 36Q: 3 clusters Score -1.700078e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142011 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -17002270.000000 Penalty: 3909.256592
	Iteration 37Q: 3 clusters Score -1.700227e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144990 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -17003784.000000 Penalty: 3909.256592
	Iteration 38Q: 3 clusters Score -1.700378e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147921 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -17005516.000000 Penalty: 3909.256592
	Iteration 39Q: 3 clusters Score -1.700552e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150847 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -17007020.000000 Penalty: 3909.256592
	Iteration 40F: 3 clusters Score -1.700702e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153715 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -17008520.000000 Penalty: 3909.256592
	Iteration 41Q: 3 clusters Score -1.700852e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156359 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -17009686.000000 Penalty: 3909.256592
	Iteration 42Q: 3 clusters Score -1.700969e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158752 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -17011044.000000 Penalty: 3909.256592
	Iteration 43Q: 3 clusters Score -1.701104e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160873 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -17012146.000000 Penalty: 3909.256592
	Iteration 44Q: 3 clusters Score -1.701215e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162590 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -17012988.000000 Penalty: 3909.256592
	Iteration 45Q: 3 clusters Score -1.701299e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163954 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -17013784.000000 Penalty: 3909.256592
	Iteration 46Q: 3 clusters Score -1.701378e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164951 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -17014300.000000 Penalty: 3909.256592
	Iteration 47Q: 3 clusters Score -1.70143e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165642 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -17014584.000000 Penalty: 3909.256592
	Iteration 48Q: 3 clusters Score -1.701458e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166077 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -17014810.000000 Penalty: 3909.256592
	Iteration 49Q: 3 clusters Score -1.701481e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166357 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -17014950.000000 Penalty: 3909.256592
	Iteration 50Q: 3 clusters Score -1.701495e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166559 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -17015040.000000 Penalty: 3909.256592
	Iteration 51Q: 3 clusters Score -1.701504e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166678 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -17015104.000000 Penalty: 3909.256592
	Iteration 52Q: 3 clusters Score -1.70151e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166767 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -17015132.000000 Penalty: 3909.256592
	Iteration 53Q: 3 clusters Score -1.701513e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166822 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -17015178.000000 Penalty: 3909.256592
	Iteration 54Q: 3 clusters Score -1.701518e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166865 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -17015210.000000 Penalty: 3909.256592
	Iteration 55Q: 3 clusters Score -1.701521e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166904 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -17015220.000000 Penalty: 3909.256592
	Iteration 56Q: 3 clusters Score -1.701522e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166939 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -17015232.000000 Penalty: 3909.256592
	Iteration 57Q: 3 clusters Score -1.701523e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166961 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -17015252.000000 Penalty: 3909.256592
	Iteration 58Q: 3 clusters Score -1.701525e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166973 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -17015242.000000 Penalty: 3909.256592
	Iteration 59Q: 3 clusters Score -1.701524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166987 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -17015258.000000 Penalty: 3909.256592
	Iteration 60F: 3 clusters Score -1.701526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166994 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -17015280.000000 Penalty: 3909.256592
	Iteration 61Q: 3 clusters Score -1.701528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166999 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -17015276.000000 Penalty: 3909.256592
	Iteration 62Q: 3 clusters Score -1.701528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167006 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -17015268.000000 Penalty: 3909.256592
	Iteration 63Q: 3 clusters Score -1.701527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167007 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -17015270.000000 Penalty: 3909.256592
	Iteration 64Q: 3 clusters Score -1.701527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167010 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -17015268.000000 Penalty: 3909.256592
	Iteration 65Q: 3 clusters Score -1.701527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167011 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -17015276.000000 Penalty: 3909.256592
	Iteration 66Q: 3 clusters Score -1.701528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167011 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -17015276.000000 Penalty: 3909.256592
	Iteration 67F: 3 clusters Score -1.701528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69719 members 
Entering Unmasked Estep 
Score: -7074034.000000 Penalty: 1812.237061
	Iteration 0F: 2 clusters Score -7074034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -7027395.000000 Penalty: 3624.474121
	Iteration 0F: 3 clusters Score -7027395 nChanged 32886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -7046101.000000 Penalty: 3624.474121
	Iteration 1F: 3 clusters Score -7046101 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -7046678.500000 Penalty: 3624.474121
	Iteration 2Q: 3 clusters Score -7046678 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -7047593.500000 Penalty: 3624.474121
	Iteration 3Q: 3 clusters Score -7047594 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -7048986.000000 Penalty: 3624.474121
	Iteration 4Q: 3 clusters Score -7048986 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -7051593.000000 Penalty: 3624.474121
	Iteration 5F: 3 clusters Score -7051593 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53131 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -7056029.000000 Penalty: 3624.474121
	Iteration 6F: 3 clusters Score -7056029 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -7062026.500000 Penalty: 3624.474121
	Iteration 7F: 3 clusters Score -7062026 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64999 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -7067745.000000 Penalty: 3624.474121
	Iteration 8F: 3 clusters Score -7067745 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68129 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7070898.000000 Penalty: 3624.474121
	Iteration 9Q: 3 clusters Score -7070898 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69197 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7071971.000000 Penalty: 3624.474121
	Iteration 10Q: 3 clusters Score -7071971 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69487 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7072246.500000 Penalty: 3624.474121
	Iteration 11Q: 3 clusters Score -7072246 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69554 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7072330.500000 Penalty: 3624.474121
	Iteration 12Q: 3 clusters Score -7072330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69576 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7072368.000000 Penalty: 3624.474121
	Iteration 13Q: 3 clusters Score -7072368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69581 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7072383.500000 Penalty: 3624.474121
	Iteration 14Q: 3 clusters Score -7072384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69584 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7072400.000000 Penalty: 3624.474121
	Iteration 15Q: 3 clusters Score -7072400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69587 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7072413.000000 Penalty: 3624.474121
	Iteration 16Q: 3 clusters Score -7072413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69586 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7072423.000000 Penalty: 3624.474121
	Iteration 17Q: 3 clusters Score -7072423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69588 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7072430.000000 Penalty: 3624.474121
	Iteration 18Q: 3 clusters Score -7072430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69587 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7072437.000000 Penalty: 3624.474121
	Iteration 19Q: 3 clusters Score -7072437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69587 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7072437.000000 Penalty: 3624.474121
	Iteration 20F: 3 clusters Score -7072437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Entering Unmasked Estep 
Score: -281971.687500 Penalty: 1310.247681
	Iteration 0F: 2 clusters Score -281971.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -279157.843750 Penalty: 2620.495361
	Iteration 0F: 3 clusters Score -279157.8 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -280002.781250 Penalty: 2620.495361
	Iteration 1F: 3 clusters Score -280002.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -280285.531250 Penalty: 2620.495361
	Iteration 2F: 3 clusters Score -280285.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -280527.343750 Penalty: 2620.495361
	Iteration 3F: 3 clusters Score -280527.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -280739.218750 Penalty: 2620.495361
	Iteration 4F: 3 clusters Score -280739.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -280858.375000 Penalty: 2620.495361
	Iteration 5Q: 3 clusters Score -280858.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -280915.718750 Penalty: 2620.495361
	Iteration 6Q: 3 clusters Score -280915.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -280947.468750 Penalty: 2620.495361
	Iteration 7Q: 3 clusters Score -280947.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -280969.031250 Penalty: 2620.495361
	Iteration 8Q: 3 clusters Score -280969 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -280986.875000 Penalty: 2620.495361
	Iteration 9Q: 3 clusters Score -280986.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -280998.093750 Penalty: 2620.495361
	Iteration 10Q: 3 clusters Score -280998.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -281007.968750 Penalty: 2620.495361
	Iteration 11Q: 3 clusters Score -281008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -281015.000000 Penalty: 2620.495361
	Iteration 12Q: 3 clusters Score -281015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -281023.968750 Penalty: 2620.495361
	Iteration 13Q: 3 clusters Score -281024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -281035.406250 Penalty: 2620.495361
	Iteration 14Q: 3 clusters Score -281035.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -281047.750000 Penalty: 2620.495361
	Iteration 15Q: 3 clusters Score -281047.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -281055.718750 Penalty: 2620.495361
	Iteration 16Q: 3 clusters Score -281055.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -281064.312500 Penalty: 2620.495361
	Iteration 17Q: 3 clusters Score -281064.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -281071.437500 Penalty: 2620.495361
	Iteration 18Q: 3 clusters Score -281071.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -281080.906250 Penalty: 2620.495361
	Iteration 19Q: 3 clusters Score -281080.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -281093.687500 Penalty: 2620.495361
	Iteration 20F: 3 clusters Score -281093.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -281110.468750 Penalty: 2620.495361
	Iteration 21Q: 3 clusters Score -281110.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -281130.218750 Penalty: 2620.495361
	Iteration 22Q: 3 clusters Score -281130.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -281140.875000 Penalty: 2620.495361
	Iteration 23Q: 3 clusters Score -281140.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -281154.093750 Penalty: 2620.495361
	Iteration 24Q: 3 clusters Score -281154.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -281171.156250 Penalty: 2620.495361
	Iteration 25Q: 3 clusters Score -281171.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -281194.562500 Penalty: 2620.495361
	Iteration 26Q: 3 clusters Score -281194.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -281210.437500 Penalty: 2620.495361
	Iteration 27Q: 3 clusters Score -281210.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -281227.625000 Penalty: 2620.495361
	Iteration 28Q: 3 clusters Score -281227.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -281251.406250 Penalty: 2620.495361
	Iteration 29Q: 3 clusters Score -281251.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -281277.937500 Penalty: 2620.495361
	Iteration 30Q: 3 clusters Score -281277.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -281306.531250 Penalty: 2620.495361
	Iteration 31Q: 3 clusters Score -281306.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -281331.906250 Penalty: 2620.495361
	Iteration 32Q: 3 clusters Score -281331.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -281353.968750 Penalty: 2620.495361
	Iteration 33Q: 3 clusters Score -281354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -281372.906250 Penalty: 2620.495361
	Iteration 34Q: 3 clusters Score -281372.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -281398.312500 Penalty: 2620.495361
	Iteration 35Q: 3 clusters Score -281398.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -281425.562500 Penalty: 2620.495361
	Iteration 36Q: 3 clusters Score -281425.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -281452.031250 Penalty: 2620.495361
	Iteration 37Q: 3 clusters Score -281452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -281481.656250 Penalty: 2620.495361
	Iteration 38Q: 3 clusters Score -281481.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -281506.625000 Penalty: 2620.495361
	Iteration 39Q: 3 clusters Score -281506.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -281526.562500 Penalty: 2620.495361
	Iteration 40F: 3 clusters Score -281526.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -281538.250000 Penalty: 2620.495361
	Iteration 41Q: 3 clusters Score -281538.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -281545.343750 Penalty: 2620.495361
	Iteration 42Q: 3 clusters Score -281545.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -281550.406250 Penalty: 2620.495361
	Iteration 43Q: 3 clusters Score -281550.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -281552.250000 Penalty: 2620.495361
	Iteration 44Q: 3 clusters Score -281552.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -281554.781250 Penalty: 2620.495361
	Iteration 45Q: 3 clusters Score -281554.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -281557.531250 Penalty: 2620.495361
	Iteration 46Q: 3 clusters Score -281557.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -281558.375000 Penalty: 2620.495361
	Iteration 47Q: 3 clusters Score -281558.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -281560.250000 Penalty: 2620.495361
	Iteration 48Q: 3 clusters Score -281560.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -281561.687500 Penalty: 2620.495361
	Iteration 49Q: 3 clusters Score -281561.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -281562.031250 Penalty: 2620.495361
	Iteration 50Q: 3 clusters Score -281562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -281562.031250 Penalty: 2620.495361
	Iteration 51F: 3 clusters Score -281562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Entering Unmasked Estep 
Score: -4529398.000000 Penalty: 1739.178589
	Iteration 0F: 2 clusters Score -4529398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -4499468.500000 Penalty: 3478.357178
	Iteration 0F: 3 clusters Score -4499468 nChanged 20847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -4511882.000000 Penalty: 3478.357178
	Iteration 1F: 3 clusters Score -4511882 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -4513648.000000 Penalty: 3478.357178
	Iteration 2F: 3 clusters Score -4513648 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -4516324.000000 Penalty: 3478.357178
	Iteration 3F: 3 clusters Score -4516324 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -4519953.500000 Penalty: 3478.357178
	Iteration 4F: 3 clusters Score -4519954 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -4523700.500000 Penalty: 3478.357178
	Iteration 5F: 3 clusters Score -4523700 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -4526449.000000 Penalty: 3478.357178
	Iteration 6F: 3 clusters Score -4526449 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -4527800.500000 Penalty: 3478.357178
	Iteration 7Q: 3 clusters Score -4527800 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -4528430.500000 Penalty: 3478.357178
	Iteration 8Q: 3 clusters Score -4528430 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -4528766.000000 Penalty: 3478.357178
	Iteration 9Q: 3 clusters Score -4528766 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -4529014.000000 Penalty: 3478.357178
	Iteration 10Q: 3 clusters Score -4529014 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -4529222.500000 Penalty: 3478.357178
	Iteration 11Q: 3 clusters Score -4529222 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -4529385.000000 Penalty: 3478.357178
	Iteration 12Q: 3 clusters Score -4529385 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -4529505.500000 Penalty: 3478.357178
	Iteration 13Q: 3 clusters Score -4529506 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -4529612.000000 Penalty: 3478.357178
	Iteration 14Q: 3 clusters Score -4529612 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -4529712.000000 Penalty: 3478.357178
	Iteration 15Q: 3 clusters Score -4529712 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -4529767.500000 Penalty: 3478.357178
	Iteration 16Q: 3 clusters Score -4529768 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -4529816.500000 Penalty: 3478.357178
	Iteration 17Q: 3 clusters Score -4529816 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -4529845.000000 Penalty: 3478.357178
	Iteration 18Q: 3 clusters Score -4529845 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -4529880.500000 Penalty: 3478.357178
	Iteration 19Q: 3 clusters Score -4529880 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -4529921.500000 Penalty: 3478.357178
	Iteration 20F: 3 clusters Score -4529922 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -4529948.500000 Penalty: 3478.357178
	Iteration 21Q: 3 clusters Score -4529948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4529959.000000 Penalty: 3478.357178
	Iteration 22Q: 3 clusters Score -4529959 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -4529986.000000 Penalty: 3478.357178
	Iteration 23Q: 3 clusters Score -4529986 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -4529990.500000 Penalty: 3478.357178
	Iteration 24Q: 3 clusters Score -4529990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4530003.500000 Penalty: 3478.357178
	Iteration 25Q: 3 clusters Score -4530004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4530014.500000 Penalty: 3478.357178
	Iteration 26Q: 3 clusters Score -4530014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -4530024.500000 Penalty: 3478.357178
	Iteration 27Q: 3 clusters Score -4530024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4530034.000000 Penalty: 3478.357178
	Iteration 28Q: 3 clusters Score -4530034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4530032.500000 Penalty: 3478.357178
	Iteration 29Q: 3 clusters Score -4530032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4530037.000000 Penalty: 3478.357178
	Iteration 30Q: 3 clusters Score -4530037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4530036.000000 Penalty: 3478.357178
	Iteration 31Q: 3 clusters Score -4530036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -4530045.000000 Penalty: 3478.357178
	Iteration 32Q: 3 clusters Score -4530045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4530054.000000 Penalty: 3478.357178
	Iteration 33Q: 3 clusters Score -4530054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4530052.000000 Penalty: 3478.357178
	Iteration 34Q: 3 clusters Score -4530052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4530047.000000 Penalty: 3478.357178
	Iteration 35Q: 3 clusters Score -4530047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4530060.500000 Penalty: 3478.357178
	Iteration 36Q: 3 clusters Score -4530060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4530065.000000 Penalty: 3478.357178
	Iteration 37Q: 3 clusters Score -4530065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4530060.000000 Penalty: 3478.357178
	Iteration 38Q: 3 clusters Score -4530060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4530062.500000 Penalty: 3478.357178
	Iteration 39Q: 3 clusters Score -4530062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -4530060.000000 Penalty: 3478.357178
	Iteration 40F: 3 clusters Score -4530060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4530061.000000 Penalty: 3478.357178
	Iteration 41Q: 3 clusters Score -4530061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -4530067.000000 Penalty: 3478.357178
	Iteration 42Q: 3 clusters Score -4530067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4530062.500000 Penalty: 3478.357178
	Iteration 43Q: 3 clusters Score -4530062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4530064.000000 Penalty: 3478.357178
	Iteration 44Q: 3 clusters Score -4530064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4530064.000000 Penalty: 3478.357178
	Iteration 45Q: 3 clusters Score -4530064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -4530059.500000 Penalty: 3478.357178
	Iteration 46Q: 3 clusters Score -4530060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -4530056.500000 Penalty: 3478.357178
	Iteration 47Q: 3 clusters Score -4530056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4530054.500000 Penalty: 3478.357178
	Iteration 48Q: 3 clusters Score -4530054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4530058.000000 Penalty: 3478.357178
	Iteration 49Q: 3 clusters Score -4530058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4530058.500000 Penalty: 3478.357178
	Iteration 50Q: 3 clusters Score -4530058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4530061.000000 Penalty: 3478.357178
	Iteration 51Q: 3 clusters Score -4530061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4530054.000000 Penalty: 3478.357178
	Iteration 52Q: 3 clusters Score -4530054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4530058.500000 Penalty: 3478.357178
	Iteration 53Q: 3 clusters Score -4530058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4530055.000000 Penalty: 3478.357178
	Iteration 54Q: 3 clusters Score -4530055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4530058.000000 Penalty: 3478.357178
	Iteration 55Q: 3 clusters Score -4530058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4530058.000000 Penalty: 3478.357178
	Iteration 56F: 3 clusters Score -4530058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163683 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 64786 members 
Mstep: Class 4 contains 171504 members 
Mstep: Class 5 contains 5039 members 
Mstep: Class 6 contains 2426 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 28854 members 
Mstep: Class 9 contains 156181 members 
Mstep: Class 10 contains 164444 members 
Mstep: Class 11 contains 118331 members 
Mstep: Class 12 contains 10397 members 
Mstep: Class 13 contains 17266 members 
Mstep: Class 15 contains 93232 members 
Mstep: Class 16 contains 167457 members 
Mstep: Class 17 contains 69719 members 
Mstep: Class 18 contains 3175 members 
Mstep: Class 19 contains 42047 members 
Entering Unmasked Estep 
Score: -127966344.000000 Penalty: 41147.996094
Splitting cluster 19 changes total score from -127966160.000000 to -127966344.000000
So it's getting split into cluster 6.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163683 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 64786 members 
Mstep: Class 4 contains 171504 members 
Mstep: Class 5 contains 5039 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 28854 members 
Mstep: Class 9 contains 156181 members 
Mstep: Class 10 contains 164444 members 
Mstep: Class 11 contains 118331 members 
Mstep: Class 12 contains 10397 members 
Mstep: Class 13 contains 17266 members 
Mstep: Class 15 contains 93232 members 
Mstep: Class 16 contains 167457 members 
Mstep: Class 17 contains 69719 members 
Mstep: Class 18 contains 3175 members 
Mstep: Class 19 contains 42047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127966672.000000 Penalty: 41147.996094
Iteration 119Q: 19 clusters Score -1.279667e+08 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163479 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 64648 members 
Mstep: Class 4 contains 171452 members 
Mstep: Class 5 contains 5056 members 
Mstep: Class 6 contains 2418 members 
Mstep: Class 7 contains 1706 members 
Mstep: Class 8 contains 28844 members 
Mstep: Class 9 contains 156019 members 
Mstep: Class 10 contains 164416 members 
Mstep: Class 11 contains 118618 members 
Mstep: Class 12 contains 10341 members 
Mstep: Class 13 contains 17278 members 
Mstep: Class 15 contains 93024 members 
Mstep: Class 16 contains 167339 members 
Mstep: Class 17 contains 69716 members 
Mstep: Class 18 contains 3217 members 
Mstep: Class 19 contains 42681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127967360.000000 Penalty: 41147.996094
Iteration 120F: 19 clusters Score -1.279674e+08 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163346 members 
Mstep: Class 2 contains 6567 members 
Mstep: Class 3 contains 64527 members 
Mstep: Class 4 contains 171394 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 2560 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 28847 members 
Mstep: Class 9 contains 155933 members 
Mstep: Class 10 contains 164446 members 
Mstep: Class 11 contains 118886 members 
Mstep: Class 12 contains 10298 members 
Mstep: Class 13 contains 17301 members 
Mstep: Class 15 contains 92801 members 
Mstep: Class 16 contains 167265 members 
Mstep: Class 17 contains 69745 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 43023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968320.000000 Penalty: 41147.996094
Iteration 121Q: 19 clusters Score -1.279683e+08 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163301 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 64414 members 
Mstep: Class 4 contains 171372 members 
Mstep: Class 5 contains 5084 members 
Mstep: Class 6 contains 2631 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 28836 members 
Mstep: Class 9 contains 155865 members 
Mstep: Class 10 contains 164485 members 
Mstep: Class 11 contains 119123 members 
Mstep: Class 12 contains 10257 members 
Mstep: Class 13 contains 17320 members 
Mstep: Class 15 contains 92582 members 
Mstep: Class 16 contains 167208 members 
Mstep: Class 17 contains 69783 members 
Mstep: Class 18 contains 3048 members 
Mstep: Class 19 contains 43245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969136.000000 Penalty: 41147.996094
Iteration 122Q: 19 clusters Score -1.279691e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163296 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 64312 members 
Mstep: Class 4 contains 171414 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 28807 members 
Mstep: Class 9 contains 155816 members 
Mstep: Class 10 contains 164520 members 
Mstep: Class 11 contains 119296 members 
Mstep: Class 12 contains 10225 members 
Mstep: Class 13 contains 17330 members 
Mstep: Class 15 contains 92393 members 
Mstep: Class 16 contains 167159 members 
Mstep: Class 17 contains 69827 members 
Mstep: Class 18 contains 3000 members 
Mstep: Class 19 contains 43392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969376.000000 Penalty: 41147.996094
Iteration 123Q: 19 clusters Score -1.279694e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163304 members 
Mstep: Class 2 contains 6547 members 
Mstep: Class 3 contains 64226 members 
Mstep: Class 4 contains 171472 members 
Mstep: Class 5 contains 5114 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 8 contains 28784 members 
Mstep: Class 9 contains 155753 members 
Mstep: Class 10 contains 164563 members 
Mstep: Class 11 contains 119443 members 
Mstep: Class 12 contains 10193 members 
Mstep: Class 13 contains 17336 members 
Mstep: Class 15 contains 92239 members 
Mstep: Class 16 contains 167114 members 
Mstep: Class 17 contains 69849 members 
Mstep: Class 18 contains 2972 members 
Mstep: Class 19 contains 43507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969272.000000 Penalty: 41147.996094
Iteration 124Q: 19 clusters Score -1.279693e+08 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163271 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 64135 members 
Mstep: Class 4 contains 171540 members 
Mstep: Class 5 contains 5122 members 
Mstep: Class 6 contains 2730 members 
Mstep: Class 7 contains 1687 members 
Mstep: Class 8 contains 28774 members 
Mstep: Class 9 contains 155702 members 
Mstep: Class 10 contains 164581 members 
Mstep: Class 11 contains 119566 members 
Mstep: Class 12 contains 10162 members 
Mstep: Class 13 contains 17339 members 
Mstep: Class 15 contains 92131 members 
Mstep: Class 16 contains 167082 members 
Mstep: Class 17 contains 69867 members 
Mstep: Class 18 contains 2969 members 
Mstep: Class 19 contains 43610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969480.000000 Penalty: 41147.996094
Iteration 125Q: 19 clusters Score -1.279695e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163286 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 64058 members 
Mstep: Class 4 contains 171624 members 
Mstep: Class 5 contains 5128 members 
Mstep: Class 6 contains 2750 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 8 contains 28761 members 
Mstep: Class 9 contains 155644 members 
Mstep: Class 10 contains 164573 members 
Mstep: Class 11 contains 119661 members 
Mstep: Class 12 contains 10137 members 
Mstep: Class 13 contains 17338 members 
Mstep: Class 15 contains 92034 members 
Mstep: Class 16 contains 167054 members 
Mstep: Class 17 contains 69876 members 
Mstep: Class 18 contains 2970 members 
Mstep: Class 19 contains 43686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969696.000000 Penalty: 41147.996094
Iteration 126Q: 19 clusters Score -1.279697e+08 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163333 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 63985 members 
Mstep: Class 4 contains 171686 members 
Mstep: Class 5 contains 5137 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 1683 members 
Mstep: Class 8 contains 28750 members 
Mstep: Class 9 contains 155594 members 
Mstep: Class 10 contains 164595 members 
Mstep: Class 11 contains 119704 members 
Mstep: Class 12 contains 10108 members 
Mstep: Class 13 contains 17341 members 
Mstep: Class 15 contains 91958 members 
Mstep: Class 16 contains 167015 members 
Mstep: Class 17 contains 69886 members 
Mstep: Class 18 contains 2972 members 
Mstep: Class 19 contains 43741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969712.000000 Penalty: 41147.996094
Iteration 127Q: 19 clusters Score -1.279697e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163383 members 
Mstep: Class 2 contains 6559 members 
Mstep: Class 3 contains 63922 members 
Mstep: Class 4 contains 171767 members 
Mstep: Class 5 contains 5149 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 1680 members 
Mstep: Class 8 contains 28739 members 
Mstep: Class 9 contains 155538 members 
Mstep: Class 10 contains 164598 members 
Mstep: Class 11 contains 119710 members 
Mstep: Class 12 contains 10085 members 
Mstep: Class 13 contains 17348 members 
Mstep: Class 15 contains 91895 members 
Mstep: Class 16 contains 166988 members 
Mstep: Class 17 contains 69897 members 
Mstep: Class 18 contains 2975 members 
Mstep: Class 19 contains 43790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969840.000000 Penalty: 41147.996094
Iteration 128Q: 19 clusters Score -1.279698e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163415 members 
Mstep: Class 2 contains 6557 members 
Mstep: Class 3 contains 63866 members 
Mstep: Class 4 contains 171876 members 
Mstep: Class 5 contains 5161 members 
Mstep: Class 6 contains 2807 members 
Mstep: Class 7 contains 1679 members 
Mstep: Class 8 contains 28734 members 
Mstep: Class 9 contains 155497 members 
Mstep: Class 10 contains 164619 members 
Mstep: Class 11 contains 119695 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 17353 members 
Mstep: Class 15 contains 91822 members 
Mstep: Class 16 contains 166957 members 
Mstep: Class 17 contains 69900 members 
Mstep: Class 18 contains 2976 members 
Mstep: Class 19 contains 43835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969656.000000 Penalty: 41147.996094
Iteration 129Q: 19 clusters Score -1.279697e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163436 members 
Mstep: Class 2 contains 6560 members 
Mstep: Class 3 contains 63823 members 
Mstep: Class 4 contains 171938 members 
Mstep: Class 5 contains 5169 members 
Mstep: Class 6 contains 2829 members 
Mstep: Class 7 contains 1675 members 
Mstep: Class 8 contains 28729 members 
Mstep: Class 9 contains 155478 members 
Mstep: Class 10 contains 164642 members 
Mstep: Class 11 contains 119673 members 
Mstep: Class 12 contains 10050 members 
Mstep: Class 13 contains 17351 members 
Mstep: Class 15 contains 91785 members 
Mstep: Class 16 contains 166927 members 
Mstep: Class 17 contains 69899 members 
Mstep: Class 18 contains 2973 members 
Mstep: Class 19 contains 43876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969792.000000 Penalty: 41147.996094
Iteration 130Q: 19 clusters Score -1.279698e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163446 members 
Mstep: Class 2 contains 6566 members 
Mstep: Class 3 contains 63785 members 
Mstep: Class 4 contains 172005 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 6 contains 2849 members 
Mstep: Class 7 contains 1671 members 
Mstep: Class 8 contains 28715 members 
Mstep: Class 9 contains 155454 members 
Mstep: Class 10 contains 164667 members 
Mstep: Class 11 contains 119652 members 
Mstep: Class 12 contains 10031 members 
Mstep: Class 13 contains 17354 members 
Mstep: Class 15 contains 91753 members 
Mstep: Class 16 contains 166906 members 
Mstep: Class 17 contains 69901 members 
Mstep: Class 18 contains 2974 members 
Mstep: Class 19 contains 43906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970032.000000 Penalty: 41147.996094
Iteration 131Q: 19 clusters Score -1.2797e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163464 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 63749 members 
Mstep: Class 4 contains 172085 members 
Mstep: Class 5 contains 5186 members 
Mstep: Class 6 contains 2867 members 
Mstep: Class 7 contains 1671 members 
Mstep: Class 8 contains 28709 members 
Mstep: Class 9 contains 155450 members 
Mstep: Class 10 contains 164692 members 
Mstep: Class 11 contains 119616 members 
Mstep: Class 12 contains 10013 members 
Mstep: Class 13 contains 17358 members 
Mstep: Class 15 contains 91698 members 
Mstep: Class 16 contains 166880 members 
Mstep: Class 17 contains 69906 members 
Mstep: Class 18 contains 2973 members 
Mstep: Class 19 contains 43935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969992.000000 Penalty: 41147.996094
Iteration 132Q: 19 clusters Score -1.2797e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163471 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 63706 members 
Mstep: Class 4 contains 172163 members 
Mstep: Class 5 contains 5193 members 
Mstep: Class 6 contains 2885 members 
Mstep: Class 7 contains 1671 members 
Mstep: Class 8 contains 28697 members 
Mstep: Class 9 contains 155443 members 
Mstep: Class 10 contains 164720 members 
Mstep: Class 11 contains 119575 members 
Mstep: Class 12 contains 9994 members 
Mstep: Class 13 contains 17357 members 
Mstep: Class 15 contains 91649 members 
Mstep: Class 16 contains 166878 members 
Mstep: Class 17 contains 69922 members 
Mstep: Class 18 contains 2971 members 
Mstep: Class 19 contains 43963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969864.000000 Penalty: 41147.996094
Iteration 133Q: 19 clusters Score -1.279699e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163488 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 63659 members 
Mstep: Class 4 contains 172247 members 
Mstep: Class 5 contains 5201 members 
Mstep: Class 6 contains 2898 members 
Mstep: Class 7 contains 1671 members 
Mstep: Class 8 contains 28687 members 
Mstep: Class 9 contains 155438 members 
Mstep: Class 10 contains 164756 members 
Mstep: Class 11 contains 119528 members 
Mstep: Class 12 contains 9976 members 
Mstep: Class 13 contains 17360 members 
Mstep: Class 15 contains 91599 members 
Mstep: Class 16 contains 166865 members 
Mstep: Class 17 contains 69928 members 
Mstep: Class 18 contains 2968 members 
Mstep: Class 19 contains 43993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969840.000000 Penalty: 41147.996094
Iteration 134Q: 19 clusters Score -1.279698e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163513 members 
Mstep: Class 2 contains 6547 members 
Mstep: Class 3 contains 63627 members 
Mstep: Class 4 contains 172323 members 
Mstep: Class 5 contains 5209 members 
Mstep: Class 6 contains 2912 members 
Mstep: Class 7 contains 1671 members 
Mstep: Class 8 contains 28670 members 
Mstep: Class 9 contains 155450 members 
Mstep: Class 10 contains 164785 members 
Mstep: Class 11 contains 119486 members 
Mstep: Class 12 contains 9962 members 
Mstep: Class 13 contains 17360 members 
Mstep: Class 15 contains 91546 members 
Mstep: Class 16 contains 166847 members 
Mstep: Class 17 contains 69926 members 
Mstep: Class 18 contains 2971 members 
Mstep: Class 19 contains 44008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969888.000000 Penalty: 41147.996094
Iteration 135Q: 19 clusters Score -1.279699e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163569 members 
Mstep: Class 2 contains 6547 members 
Mstep: Class 3 contains 63575 members 
Mstep: Class 4 contains 172382 members 
Mstep: Class 5 contains 5211 members 
Mstep: Class 6 contains 2921 members 
Mstep: Class 7 contains 1671 members 
Mstep: Class 8 contains 28664 members 
Mstep: Class 9 contains 155450 members 
Mstep: Class 10 contains 164814 members 
Mstep: Class 11 contains 119424 members 
Mstep: Class 12 contains 9951 members 
Mstep: Class 13 contains 17355 members 
Mstep: Class 15 contains 91511 members 
Mstep: Class 16 contains 166840 members 
Mstep: Class 17 contains 69928 members 
Mstep: Class 18 contains 2974 members 
Mstep: Class 19 contains 44026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969896.000000 Penalty: 41147.996094
Iteration 136Q: 19 clusters Score -1.279699e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163607 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 63536 members 
Mstep: Class 4 contains 172440 members 
Mstep: Class 5 contains 5212 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 1671 members 
Mstep: Class 8 contains 28655 members 
Mstep: Class 9 contains 155452 members 
Mstep: Class 10 contains 164838 members 
Mstep: Class 11 contains 119366 members 
Mstep: Class 12 contains 9951 members 
Mstep: Class 13 contains 17358 members 
Mstep: Class 15 contains 91469 members 
Mstep: Class 16 contains 166836 members 
Mstep: Class 17 contains 69923 members 
Mstep: Class 18 contains 2975 members 
Mstep: Class 19 contains 44048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970080.000000 Penalty: 41147.996094
Iteration 137Q: 19 clusters Score -1.279701e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163635 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 63503 members 
Mstep: Class 4 contains 172514 members 
Mstep: Class 5 contains 5212 members 
Mstep: Class 6 contains 2931 members 
Mstep: Class 7 contains 1671 members 
Mstep: Class 8 contains 28648 members 
Mstep: Class 9 contains 155451 members 
Mstep: Class 10 contains 164847 members 
Mstep: Class 11 contains 119301 members 
Mstep: Class 12 contains 9946 members 
Mstep: Class 13 contains 17361 members 
Mstep: Class 15 contains 91441 members 
Mstep: Class 16 contains 166840 members 
Mstep: Class 17 contains 69922 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 44064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970072.000000 Penalty: 41147.996094
Iteration 138Q: 19 clusters Score -1.279701e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163643 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 63461 members 
Mstep: Class 4 contains 172600 members 
Mstep: Class 5 contains 5212 members 
Mstep: Class 6 contains 2936 members 
Mstep: Class 7 contains 1671 members 
Mstep: Class 8 contains 28640 members 
Mstep: Class 9 contains 155446 members 
Mstep: Class 10 contains 164857 members 
Mstep: Class 11 contains 119230 members 
Mstep: Class 12 contains 9956 members 
Mstep: Class 13 contains 17360 members 
Mstep: Class 15 contains 91408 members 
Mstep: Class 16 contains 166857 members 
Mstep: Class 17 contains 69928 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 44081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970080.000000 Penalty: 41147.996094
Iteration 139Q: 19 clusters Score -1.279701e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163656 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 63426 members 
Mstep: Class 4 contains 172642 members 
Mstep: Class 5 contains 5212 members 
Mstep: Class 6 contains 2938 members 
Mstep: Class 7 contains 1670 members 
Mstep: Class 8 contains 28634 members 
Mstep: Class 9 contains 155447 members 
Mstep: Class 10 contains 164874 members 
Mstep: Class 11 contains 119180 members 
Mstep: Class 12 contains 9960 members 
Mstep: Class 13 contains 17361 members 
Mstep: Class 15 contains 91374 members 
Mstep: Class 16 contains 166876 members 
Mstep: Class 17 contains 69936 members 
Mstep: Class 18 contains 2980 members 
Mstep: Class 19 contains 44098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970016.000000 Penalty: 41147.996094
Iteration 140F: 19 clusters Score -1.2797e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163671 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 63405 members 
Mstep: Class 4 contains 172679 members 
Mstep: Class 5 contains 5212 members 
Mstep: Class 6 contains 2938 members 
Mstep: Class 7 contains 1668 members 
Mstep: Class 8 contains 28626 members 
Mstep: Class 9 contains 155443 members 
Mstep: Class 10 contains 164885 members 
Mstep: Class 11 contains 119133 members 
Mstep: Class 12 contains 9955 members 
Mstep: Class 13 contains 17362 members 
Mstep: Class 15 contains 91351 members 
Mstep: Class 16 contains 166889 members 
Mstep: Class 17 contains 69944 members 
Mstep: Class 18 contains 2983 members 
Mstep: Class 19 contains 44121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969840.000000 Penalty: 41147.996094
Iteration 141Q: 19 clusters Score -1.279698e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163674 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 63379 members 
Mstep: Class 4 contains 172723 members 
Mstep: Class 5 contains 5212 members 
Mstep: Class 6 contains 2938 members 
Mstep: Class 7 contains 1667 members 
Mstep: Class 8 contains 28620 members 
Mstep: Class 9 contains 155444 members 
Mstep: Class 10 contains 164889 members 
Mstep: Class 11 contains 119092 members 
Mstep: Class 12 contains 9951 members 
Mstep: Class 13 contains 17365 members 
Mstep: Class 15 contains 91346 members 
Mstep: Class 16 contains 166884 members 
Mstep: Class 17 contains 69951 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969840.000000 Penalty: 41147.996094
Iteration 142Q: 19 clusters Score -1.279698e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163698 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 63358 members 
Mstep: Class 4 contains 172755 members 
Mstep: Class 5 contains 5213 members 
Mstep: Class 6 contains 2939 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28613 members 
Mstep: Class 9 contains 155447 members 
Mstep: Class 10 contains 164889 members 
Mstep: Class 11 contains 119061 members 
Mstep: Class 12 contains 9942 members 
Mstep: Class 13 contains 17367 members 
Mstep: Class 15 contains 91327 members 
Mstep: Class 16 contains 166884 members 
Mstep: Class 17 contains 69958 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969832.000000 Penalty: 41147.996094
Iteration 143Q: 19 clusters Score -1.279698e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163707 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 63342 members 
Mstep: Class 4 contains 172794 members 
Mstep: Class 5 contains 5214 members 
Mstep: Class 6 contains 2942 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28609 members 
Mstep: Class 9 contains 155441 members 
Mstep: Class 10 contains 164893 members 
Mstep: Class 11 contains 119027 members 
Mstep: Class 12 contains 9938 members 
Mstep: Class 13 contains 17372 members 
Mstep: Class 15 contains 91306 members 
Mstep: Class 16 contains 166890 members 
Mstep: Class 17 contains 69958 members 
Mstep: Class 18 contains 2987 members 
Mstep: Class 19 contains 44176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969792.000000 Penalty: 41147.996094
Iteration 144Q: 19 clusters Score -1.279698e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163736 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 63325 members 
Mstep: Class 4 contains 172817 members 
Mstep: Class 5 contains 5215 members 
Mstep: Class 6 contains 2945 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28608 members 
Mstep: Class 9 contains 155438 members 
Mstep: Class 10 contains 164895 members 
Mstep: Class 11 contains 118992 members 
Mstep: Class 12 contains 9938 members 
Mstep: Class 13 contains 17377 members 
Mstep: Class 15 contains 91285 members 
Mstep: Class 16 contains 166884 members 
Mstep: Class 17 contains 69963 members 
Mstep: Class 18 contains 2987 members 
Mstep: Class 19 contains 44191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969832.000000 Penalty: 41147.996094
Iteration 145Q: 19 clusters Score -1.279698e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163773 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 63305 members 
Mstep: Class 4 contains 172850 members 
Mstep: Class 5 contains 5216 members 
Mstep: Class 6 contains 2946 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28602 members 
Mstep: Class 9 contains 155426 members 
Mstep: Class 10 contains 164891 members 
Mstep: Class 11 contains 118966 members 
Mstep: Class 12 contains 9936 members 
Mstep: Class 13 contains 17384 members 
Mstep: Class 15 contains 91265 members 
Mstep: Class 16 contains 166876 members 
Mstep: Class 17 contains 69963 members 
Mstep: Class 18 contains 2987 members 
Mstep: Class 19 contains 44210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969904.000000 Penalty: 41147.996094
Iteration 146Q: 19 clusters Score -1.279699e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163815 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 63281 members 
Mstep: Class 4 contains 172876 members 
Mstep: Class 5 contains 5217 members 
Mstep: Class 6 contains 2946 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28594 members 
Mstep: Class 9 contains 155426 members 
Mstep: Class 10 contains 164888 members 
Mstep: Class 11 contains 118935 members 
Mstep: Class 12 contains 9933 members 
Mstep: Class 13 contains 17389 members 
Mstep: Class 15 contains 91247 members 
Mstep: Class 16 contains 166875 members 
Mstep: Class 17 contains 69958 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969896.000000 Penalty: 41147.996094
Iteration 147Q: 19 clusters Score -1.279699e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163867 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 63257 members 
Mstep: Class 4 contains 172898 members 
Mstep: Class 5 contains 5220 members 
Mstep: Class 6 contains 2946 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28584 members 
Mstep: Class 9 contains 155428 members 
Mstep: Class 10 contains 164888 members 
Mstep: Class 11 contains 118913 members 
Mstep: Class 12 contains 9931 members 
Mstep: Class 13 contains 17393 members 
Mstep: Class 15 contains 91218 members 
Mstep: Class 16 contains 166864 members 
Mstep: Class 17 contains 69958 members 
Mstep: Class 18 contains 2989 members 
Mstep: Class 19 contains 44242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969984.000000 Penalty: 41147.996094
Iteration 148Q: 19 clusters Score -1.2797e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163916 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 63246 members 
Mstep: Class 4 contains 172913 members 
Mstep: Class 5 contains 5221 members 
Mstep: Class 6 contains 2947 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28581 members 
Mstep: Class 9 contains 155428 members 
Mstep: Class 10 contains 164887 members 
Mstep: Class 11 contains 118887 members 
Mstep: Class 12 contains 9931 members 
Mstep: Class 13 contains 17392 members 
Mstep: Class 15 contains 91199 members 
Mstep: Class 16 contains 166858 members 
Mstep: Class 17 contains 69951 members 
Mstep: Class 18 contains 2989 members 
Mstep: Class 19 contains 44250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969856.000000 Penalty: 41147.996094
Iteration 149Q: 19 clusters Score -1.279699e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163950 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 63222 members 
Mstep: Class 4 contains 172928 members 
Mstep: Class 5 contains 5222 members 
Mstep: Class 6 contains 2947 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28577 members 
Mstep: Class 9 contains 155429 members 
Mstep: Class 10 contains 164885 members 
Mstep: Class 11 contains 118875 members 
Mstep: Class 12 contains 9931 members 
Mstep: Class 13 contains 17394 members 
Mstep: Class 15 contains 91187 members 
Mstep: Class 16 contains 166849 members 
Mstep: Class 17 contains 69941 members 
Mstep: Class 18 contains 2990 members 
Mstep: Class 19 contains 44269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969776.000000 Penalty: 41147.996094
Iteration 150Q: 19 clusters Score -1.279698e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163969 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 63206 members 
Mstep: Class 4 contains 172951 members 
Mstep: Class 5 contains 5225 members 
Mstep: Class 6 contains 2947 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28569 members 
Mstep: Class 9 contains 155434 members 
Mstep: Class 10 contains 164878 members 
Mstep: Class 11 contains 118863 members 
Mstep: Class 12 contains 9930 members 
Mstep: Class 13 contains 17399 members 
Mstep: Class 15 contains 91179 members 
Mstep: Class 16 contains 166845 members 
Mstep: Class 17 contains 69934 members 
Mstep: Class 18 contains 2991 members 
Mstep: Class 19 contains 44276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969896.000000 Penalty: 41147.996094
Iteration 151Q: 19 clusters Score -1.279699e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 163995 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 63198 members 
Mstep: Class 4 contains 172963 members 
Mstep: Class 5 contains 5227 members 
Mstep: Class 6 contains 2947 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28566 members 
Mstep: Class 9 contains 155436 members 
Mstep: Class 10 contains 164875 members 
Mstep: Class 11 contains 118850 members 
Mstep: Class 12 contains 9932 members 
Mstep: Class 13 contains 17403 members 
Mstep: Class 15 contains 91182 members 
Mstep: Class 16 contains 166831 members 
Mstep: Class 17 contains 69919 members 
Mstep: Class 18 contains 2991 members 
Mstep: Class 19 contains 44282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969936.000000 Penalty: 41147.996094
Iteration 152Q: 19 clusters Score -1.279699e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164015 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 63182 members 
Mstep: Class 4 contains 172983 members 
Mstep: Class 5 contains 5229 members 
Mstep: Class 6 contains 2947 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28564 members 
Mstep: Class 9 contains 155436 members 
Mstep: Class 10 contains 164872 members 
Mstep: Class 11 contains 118833 members 
Mstep: Class 12 contains 9934 members 
Mstep: Class 13 contains 17408 members 
Mstep: Class 15 contains 91180 members 
Mstep: Class 16 contains 166820 members 
Mstep: Class 17 contains 69913 members 
Mstep: Class 18 contains 2991 members 
Mstep: Class 19 contains 44290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969952.000000 Penalty: 41147.996094
Iteration 153Q: 19 clusters Score -1.2797e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164043 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 63170 members 
Mstep: Class 4 contains 172995 members 
Mstep: Class 5 contains 5230 members 
Mstep: Class 6 contains 2947 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28564 members 
Mstep: Class 9 contains 155430 members 
Mstep: Class 10 contains 164871 members 
Mstep: Class 11 contains 118815 members 
Mstep: Class 12 contains 9930 members 
Mstep: Class 13 contains 17413 members 
Mstep: Class 15 contains 91173 members 
Mstep: Class 16 contains 166823 members 
Mstep: Class 17 contains 69905 members 
Mstep: Class 18 contains 2991 members 
Mstep: Class 19 contains 44297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970072.000000 Penalty: 41147.996094
Iteration 154Q: 19 clusters Score -1.279701e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164054 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 63170 members 
Mstep: Class 4 contains 173014 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2947 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28565 members 
Mstep: Class 9 contains 155426 members 
Mstep: Class 10 contains 164869 members 
Mstep: Class 11 contains 118799 members 
Mstep: Class 12 contains 9923 members 
Mstep: Class 13 contains 17415 members 
Mstep: Class 15 contains 91173 members 
Mstep: Class 16 contains 166822 members 
Mstep: Class 17 contains 69893 members 
Mstep: Class 18 contains 2991 members 
Mstep: Class 19 contains 44305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969960.000000 Penalty: 41147.996094
Iteration 155Q: 19 clusters Score -1.2797e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164061 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 63161 members 
Mstep: Class 4 contains 173023 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2947 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28566 members 
Mstep: Class 9 contains 155424 members 
Mstep: Class 10 contains 164875 members 
Mstep: Class 11 contains 118793 members 
Mstep: Class 12 contains 9914 members 
Mstep: Class 13 contains 17416 members 
Mstep: Class 15 contains 91172 members 
Mstep: Class 16 contains 166815 members 
Mstep: Class 17 contains 69885 members 
Mstep: Class 18 contains 2992 members 
Mstep: Class 19 contains 44322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970080.000000 Penalty: 41147.996094
Iteration 156Q: 19 clusters Score -1.279701e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164061 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 63156 members 
Mstep: Class 4 contains 173031 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2947 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28562 members 
Mstep: Class 9 contains 155425 members 
Mstep: Class 10 contains 164885 members 
Mstep: Class 11 contains 118789 members 
Mstep: Class 12 contains 9904 members 
Mstep: Class 13 contains 17421 members 
Mstep: Class 15 contains 91174 members 
Mstep: Class 16 contains 166810 members 
Mstep: Class 17 contains 69878 members 
Mstep: Class 18 contains 2991 members 
Mstep: Class 19 contains 44332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970008.000000 Penalty: 41147.996094
Iteration 157Q: 19 clusters Score -1.2797e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164064 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 63146 members 
Mstep: Class 4 contains 173039 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2947 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28560 members 
Mstep: Class 9 contains 155427 members 
Mstep: Class 10 contains 164886 members 
Mstep: Class 11 contains 118787 members 
Mstep: Class 12 contains 9892 members 
Mstep: Class 13 contains 17424 members 
Mstep: Class 15 contains 91179 members 
Mstep: Class 16 contains 166811 members 
Mstep: Class 17 contains 69868 members 
Mstep: Class 18 contains 2991 members 
Mstep: Class 19 contains 44345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970112.000000 Penalty: 41147.996094
Iteration 158Q: 19 clusters Score -1.279701e+08 nChanged 111
Entering ConstructFrom: 
Score: -127970112.000000 Penalty: 41147.996094
Entering ConstructFrom: 
Trying to split cluster 1 (164074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164074 members 
Entering Unmasked Estep 
Score: -16522769.000000 Penalty: 1951.311890
	Iteration 0F: 2 clusters Score -1.652277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81799 members 
Mstep: Class 2 contains 82275 members 
Entering Unmasked Estep 
Score: -16415743.000000 Penalty: 3902.623779
	Iteration 0F: 3 clusters Score -1.641574e+07 nChanged 79253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78508 members 
Mstep: Class 2 contains 85566 members 
Entering Unmasked Estep 
Score: -16463403.000000 Penalty: 3902.623779
	Iteration 1F: 3 clusters Score -1.64634e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76502 members 
Mstep: Class 2 contains 87572 members 
Entering Unmasked Estep 
Score: -16464930.000000 Penalty: 3902.623779
	Iteration 2Q: 3 clusters Score -1.646493e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73247 members 
Mstep: Class 2 contains 90827 members 
Entering Unmasked Estep 
Score: -16467533.000000 Penalty: 3902.623779
	Iteration 3Q: 3 clusters Score -1.646753e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68064 members 
Mstep: Class 2 contains 96010 members 
Entering Unmasked Estep 
Score: -16471411.000000 Penalty: 3902.623779
	Iteration 4F: 3 clusters Score -1.647141e+07 nChanged 10974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 103690 members 
Entering Unmasked Estep 
Score: -16478187.000000 Penalty: 3902.623779
	Iteration 5F: 3 clusters Score -1.647819e+07 nChanged 13069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 113383 members 
Entering Unmasked Estep 
Score: -16489167.000000 Penalty: 3902.623779
	Iteration 6F: 3 clusters Score -1.648917e+07 nChanged 12769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 122146 members 
Entering Unmasked Estep 
Score: -16502123.000000 Penalty: 3902.623779
	Iteration 7F: 3 clusters Score -1.650212e+07 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 126608 members 
Entering Unmasked Estep 
Score: -16510928.000000 Penalty: 3902.623779
	Iteration 8F: 3 clusters Score -1.651093e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 128340 members 
Entering Unmasked Estep 
Score: -16513827.000000 Penalty: 3902.623779
	Iteration 9Q: 3 clusters Score -1.651383e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 129646 members 
Entering Unmasked Estep 
Score: -16515243.000000 Penalty: 3902.623779
	Iteration 10Q: 3 clusters Score -1.651524e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 130774 members 
Entering Unmasked Estep 
Score: -16516164.000000 Penalty: 3902.623779
	Iteration 11Q: 3 clusters Score -1.651616e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 131817 members 
Entering Unmasked Estep 
Score: -16516906.000000 Penalty: 3902.623779
	Iteration 12Q: 3 clusters Score -1.651691e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 132761 members 
Entering Unmasked Estep 
Score: -16517546.000000 Penalty: 3902.623779
	Iteration 13Q: 3 clusters Score -1.651755e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 133667 members 
Entering Unmasked Estep 
Score: -16518113.000000 Penalty: 3902.623779
	Iteration 14Q: 3 clusters Score -1.651811e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 134587 members 
Entering Unmasked Estep 
Score: -16518638.000000 Penalty: 3902.623779
	Iteration 15Q: 3 clusters Score -1.651864e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 135524 members 
Entering Unmasked Estep 
Score: -16519217.000000 Penalty: 3902.623779
	Iteration 16Q: 3 clusters Score -1.651922e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 136439 members 
Entering Unmasked Estep 
Score: -16519678.000000 Penalty: 3902.623779
	Iteration 17Q: 3 clusters Score -1.651968e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 137330 members 
Entering Unmasked Estep 
Score: -16519991.000000 Penalty: 3902.623779
	Iteration 18Q: 3 clusters Score -1.651999e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 138215 members 
Entering Unmasked Estep 
Score: -16520387.000000 Penalty: 3902.623779
	Iteration 19Q: 3 clusters Score -1.652039e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 139096 members 
Entering Unmasked Estep 
Score: -16520679.000000 Penalty: 3902.623779
	Iteration 20F: 3 clusters Score -1.652068e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 139940 members 
Entering Unmasked Estep 
Score: -16521005.000000 Penalty: 3902.623779
	Iteration 21Q: 3 clusters Score -1.6521e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 140697 members 
Entering Unmasked Estep 
Score: -16521304.000000 Penalty: 3902.623779
	Iteration 22Q: 3 clusters Score -1.65213e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 141486 members 
Entering Unmasked Estep 
Score: -16521602.000000 Penalty: 3902.623779
	Iteration 23Q: 3 clusters Score -1.65216e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 142227 members 
Entering Unmasked Estep 
Score: -16521862.000000 Penalty: 3902.623779
	Iteration 24Q: 3 clusters Score -1.652186e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 142929 members 
Entering Unmasked Estep 
Score: -16522090.000000 Penalty: 3902.623779
	Iteration 25Q: 3 clusters Score -1.652209e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 143573 members 
Entering Unmasked Estep 
Score: -16522269.000000 Penalty: 3902.623779
	Iteration 26Q: 3 clusters Score -1.652227e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 144190 members 
Entering Unmasked Estep 
Score: -16522510.000000 Penalty: 3902.623779
	Iteration 27Q: 3 clusters Score -1.652251e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 144749 members 
Entering Unmasked Estep 
Score: -16522764.000000 Penalty: 3902.623779
	Iteration 28Q: 3 clusters Score -1.652276e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 145352 members 
Entering Unmasked Estep 
Score: -16523045.000000 Penalty: 3902.623779
	Iteration 29Q: 3 clusters Score -1.652304e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 145954 members 
Entering Unmasked Estep 
Score: -16523237.000000 Penalty: 3902.623779
	Iteration 30Q: 3 clusters Score -1.652324e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 146554 members 
Entering Unmasked Estep 
Score: -16523432.000000 Penalty: 3902.623779
	Iteration 31Q: 3 clusters Score -1.652343e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 147161 members 
Entering Unmasked Estep 
Score: -16523503.000000 Penalty: 3902.623779
	Iteration 32Q: 3 clusters Score -1.65235e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 147762 members 
Entering Unmasked Estep 
Score: -16523622.000000 Penalty: 3902.623779
	Iteration 33Q: 3 clusters Score -1.652362e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 148375 members 
Entering Unmasked Estep 
Score: -16523721.000000 Penalty: 3902.623779
	Iteration 34Q: 3 clusters Score -1.652372e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 148957 members 
Entering Unmasked Estep 
Score: -16523872.000000 Penalty: 3902.623779
	Iteration 35Q: 3 clusters Score -1.652387e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 149509 members 
Entering Unmasked Estep 
Score: -16523981.000000 Penalty: 3902.623779
	Iteration 36Q: 3 clusters Score -1.652398e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 150053 members 
Entering Unmasked Estep 
Score: -16524011.000000 Penalty: 3902.623779
	Iteration 37Q: 3 clusters Score -1.652401e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 150590 members 
Entering Unmasked Estep 
Score: -16524010.000000 Penalty: 3902.623779
	Iteration 38Q: 3 clusters Score -1.652401e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 151109 members 
Entering Unmasked Estep 
Score: -16524036.000000 Penalty: 3902.623779
	Iteration 39Q: 3 clusters Score -1.652404e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 151592 members 
Entering Unmasked Estep 
Score: -16524040.000000 Penalty: 3902.623779
	Iteration 40F: 3 clusters Score -1.652404e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 152028 members 
Entering Unmasked Estep 
Score: -16524051.000000 Penalty: 3902.623779
	Iteration 41Q: 3 clusters Score -1.652405e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 152444 members 
Entering Unmasked Estep 
Score: -16524041.000000 Penalty: 3902.623779
	Iteration 42Q: 3 clusters Score -1.652404e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 152828 members 
Entering Unmasked Estep 
Score: -16524036.000000 Penalty: 3902.623779
	Iteration 43Q: 3 clusters Score -1.652404e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 153169 members 
Entering Unmasked Estep 
Score: -16524005.000000 Penalty: 3902.623779
	Iteration 44Q: 3 clusters Score -1.6524e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 153530 members 
Entering Unmasked Estep 
Score: -16523961.000000 Penalty: 3902.623779
	Iteration 45Q: 3 clusters Score -1.652396e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 153898 members 
Entering Unmasked Estep 
Score: -16523935.000000 Penalty: 3902.623779
	Iteration 46Q: 3 clusters Score -1.652394e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 154255 members 
Entering Unmasked Estep 
Score: -16523886.000000 Penalty: 3902.623779
	Iteration 47Q: 3 clusters Score -1.652389e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 154588 members 
Entering Unmasked Estep 
Score: -16523809.000000 Penalty: 3902.623779
	Iteration 48Q: 3 clusters Score -1.652381e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 154896 members 
Entering Unmasked Estep 
Score: -16523755.000000 Penalty: 3902.623779
	Iteration 49Q: 3 clusters Score -1.652376e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 155221 members 
Entering Unmasked Estep 
Score: -16523686.000000 Penalty: 3902.623779
	Iteration 50Q: 3 clusters Score -1.652369e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 155519 members 
Entering Unmasked Estep 
Score: -16523622.000000 Penalty: 3902.623779
	Iteration 51Q: 3 clusters Score -1.652362e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 155829 members 
Entering Unmasked Estep 
Score: -16523545.000000 Penalty: 3902.623779
	Iteration 52Q: 3 clusters Score -1.652354e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 156137 members 
Entering Unmasked Estep 
Score: -16523495.000000 Penalty: 3902.623779
	Iteration 53Q: 3 clusters Score -1.65235e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 156401 members 
Entering Unmasked Estep 
Score: -16523473.000000 Penalty: 3902.623779
	Iteration 54Q: 3 clusters Score -1.652347e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 156679 members 
Entering Unmasked Estep 
Score: -16523426.000000 Penalty: 3902.623779
	Iteration 55Q: 3 clusters Score -1.652343e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 156949 members 
Entering Unmasked Estep 
Score: -16523387.000000 Penalty: 3902.623779
	Iteration 56Q: 3 clusters Score -1.652339e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 157178 members 
Entering Unmasked Estep 
Score: -16523341.000000 Penalty: 3902.623779
	Iteration 57Q: 3 clusters Score -1.652334e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 157441 members 
Entering Unmasked Estep 
Score: -16523285.000000 Penalty: 3902.623779
	Iteration 58Q: 3 clusters Score -1.652328e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 157714 members 
Entering Unmasked Estep 
Score: -16523277.000000 Penalty: 3902.623779
	Iteration 59Q: 3 clusters Score -1.652328e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 157988 members 
Entering Unmasked Estep 
Score: -16523278.000000 Penalty: 3902.623779
	Iteration 60F: 3 clusters Score -1.652328e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 158253 members 
Entering Unmasked Estep 
Score: -16523247.000000 Penalty: 3902.623779
	Iteration 61Q: 3 clusters Score -1.652325e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 158513 members 
Entering Unmasked Estep 
Score: -16523159.000000 Penalty: 3902.623779
	Iteration 62Q: 3 clusters Score -1.652316e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 158751 members 
Entering Unmasked Estep 
Score: -16523082.000000 Penalty: 3902.623779
	Iteration 63Q: 3 clusters Score -1.652308e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 158969 members 
Entering Unmasked Estep 
Score: -16523030.000000 Penalty: 3902.623779
	Iteration 64Q: 3 clusters Score -1.652303e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 159159 members 
Entering Unmasked Estep 
Score: -16523020.000000 Penalty: 3902.623779
	Iteration 65Q: 3 clusters Score -1.652302e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 159336 members 
Entering Unmasked Estep 
Score: -16522998.000000 Penalty: 3902.623779
	Iteration 66Q: 3 clusters Score -1.6523e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 159486 members 
Entering Unmasked Estep 
Score: -16522959.000000 Penalty: 3902.623779
	Iteration 67Q: 3 clusters Score -1.652296e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 159642 members 
Entering Unmasked Estep 
Score: -16522928.000000 Penalty: 3902.623779
	Iteration 68Q: 3 clusters Score -1.652293e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 159790 members 
Entering Unmasked Estep 
Score: -16522856.000000 Penalty: 3902.623779
	Iteration 69Q: 3 clusters Score -1.652286e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 159929 members 
Entering Unmasked Estep 
Score: -16522813.000000 Penalty: 3902.623779
	Iteration 70Q: 3 clusters Score -1.652281e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 160064 members 
Entering Unmasked Estep 
Score: -16522813.000000 Penalty: 3902.623779
	Iteration 71Q: 3 clusters Score -1.652281e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 160199 members 
Entering Unmasked Estep 
Score: -16522765.000000 Penalty: 3902.623779
	Iteration 72Q: 3 clusters Score -1.652276e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 160341 members 
Entering Unmasked Estep 
Score: -16522726.000000 Penalty: 3902.623779
	Iteration 73Q: 3 clusters Score -1.652273e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 160474 members 
Entering Unmasked Estep 
Score: -16522712.000000 Penalty: 3902.623779
	Iteration 74Q: 3 clusters Score -1.652271e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 160579 members 
Entering Unmasked Estep 
Score: -16522661.000000 Penalty: 3902.623779
	Iteration 75Q: 3 clusters Score -1.652266e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 160669 members 
Entering Unmasked Estep 
Score: -16522592.000000 Penalty: 3902.623779
	Iteration 76Q: 3 clusters Score -1.652259e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 160770 members 
Entering Unmasked Estep 
Score: -16522566.000000 Penalty: 3902.623779
	Iteration 77Q: 3 clusters Score -1.652257e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 160864 members 
Entering Unmasked Estep 
Score: -16522597.000000 Penalty: 3902.623779
	Iteration 78Q: 3 clusters Score -1.65226e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 160963 members 
Entering Unmasked Estep 
Score: -16522604.000000 Penalty: 3902.623779
	Iteration 79Q: 3 clusters Score -1.65226e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 161056 members 
Entering Unmasked Estep 
Score: -16522556.000000 Penalty: 3902.623779
	Iteration 80F: 3 clusters Score -1.652256e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 161148 members 
Entering Unmasked Estep 
Score: -16522544.000000 Penalty: 3902.623779
	Iteration 81Q: 3 clusters Score -1.652254e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 161234 members 
Entering Unmasked Estep 
Score: -16522508.000000 Penalty: 3902.623779
	Iteration 82Q: 3 clusters Score -1.652251e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 161328 members 
Entering Unmasked Estep 
Score: -16522494.000000 Penalty: 3902.623779
	Iteration 83Q: 3 clusters Score -1.652249e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 161414 members 
Entering Unmasked Estep 
Score: -16522492.000000 Penalty: 3902.623779
	Iteration 84Q: 3 clusters Score -1.652249e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 161509 members 
Entering Unmasked Estep 
Score: -16522438.000000 Penalty: 3902.623779
	Iteration 85Q: 3 clusters Score -1.652244e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 161589 members 
Entering Unmasked Estep 
Score: -16522423.000000 Penalty: 3902.623779
	Iteration 86Q: 3 clusters Score -1.652242e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 161657 members 
Entering Unmasked Estep 
Score: -16522376.000000 Penalty: 3902.623779
	Iteration 87Q: 3 clusters Score -1.652238e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 161713 members 
Entering Unmasked Estep 
Score: -16522357.000000 Penalty: 3902.623779
	Iteration 88Q: 3 clusters Score -1.652236e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 161767 members 
Entering Unmasked Estep 
Score: -16522348.000000 Penalty: 3902.623779
	Iteration 89Q: 3 clusters Score -1.652235e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 161806 members 
Entering Unmasked Estep 
Score: -16522320.000000 Penalty: 3902.623779
	Iteration 90Q: 3 clusters Score -1.652232e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 161844 members 
Entering Unmasked Estep 
Score: -16522291.000000 Penalty: 3902.623779
	Iteration 91Q: 3 clusters Score -1.652229e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 161875 members 
Entering Unmasked Estep 
Score: -16522304.000000 Penalty: 3902.623779
	Iteration 92Q: 3 clusters Score -1.65223e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 161899 members 
Entering Unmasked Estep 
Score: -16522308.000000 Penalty: 3902.623779
	Iteration 93Q: 3 clusters Score -1.652231e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 161916 members 
Entering Unmasked Estep 
Score: -16522291.000000 Penalty: 3902.623779
	Iteration 94Q: 3 clusters Score -1.652229e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 161936 members 
Entering Unmasked Estep 
Score: -16522275.000000 Penalty: 3902.623779
	Iteration 95Q: 3 clusters Score -1.652228e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 161960 members 
Entering Unmasked Estep 
Score: -16522286.000000 Penalty: 3902.623779
	Iteration 96Q: 3 clusters Score -1.652229e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 161979 members 
Entering Unmasked Estep 
Score: -16522275.000000 Penalty: 3902.623779
	Iteration 97Q: 3 clusters Score -1.652228e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 162004 members 
Entering Unmasked Estep 
Score: -16522257.000000 Penalty: 3902.623779
	Iteration 98Q: 3 clusters Score -1.652226e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 162028 members 
Entering Unmasked Estep 
Score: -16522255.000000 Penalty: 3902.623779
	Iteration 99Q: 3 clusters Score -1.652226e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 162053 members 
Entering Unmasked Estep 
Score: -16522244.000000 Penalty: 3902.623779
	Iteration 100F: 3 clusters Score -1.652224e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 162073 members 
Entering Unmasked Estep 
Score: -16522240.000000 Penalty: 3902.623779
	Iteration 101Q: 3 clusters Score -1.652224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 162088 members 
Entering Unmasked Estep 
Score: -16522214.000000 Penalty: 3902.623779
	Iteration 102Q: 3 clusters Score -1.652221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 162101 members 
Entering Unmasked Estep 
Score: -16522197.000000 Penalty: 3902.623779
	Iteration 103Q: 3 clusters Score -1.65222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 162113 members 
Entering Unmasked Estep 
Score: -16522193.000000 Penalty: 3902.623779
	Iteration 104Q: 3 clusters Score -1.652219e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 162125 members 
Entering Unmasked Estep 
Score: -16522169.000000 Penalty: 3902.623779
	Iteration 105Q: 3 clusters Score -1.652217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 162138 members 
Entering Unmasked Estep 
Score: -16522176.000000 Penalty: 3902.623779
	Iteration 106Q: 3 clusters Score -1.652218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 162141 members 
Entering Unmasked Estep 
Score: -16522195.000000 Penalty: 3902.623779
	Iteration 107Q: 3 clusters Score -1.65222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 162146 members 
Entering Unmasked Estep 
Score: -16522200.000000 Penalty: 3902.623779
	Iteration 108Q: 3 clusters Score -1.65222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 162155 members 
Entering Unmasked Estep 
Score: -16522197.000000 Penalty: 3902.623779
	Iteration 109Q: 3 clusters Score -1.65222e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162167 members 
Entering Unmasked Estep 
Score: -16522192.000000 Penalty: 3902.623779
	Iteration 110Q: 3 clusters Score -1.652219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 162178 members 
Entering Unmasked Estep 
Score: -16522221.000000 Penalty: 3902.623779
	Iteration 111Q: 3 clusters Score -1.652222e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 162195 members 
Entering Unmasked Estep 
Score: -16522208.000000 Penalty: 3902.623779
	Iteration 112Q: 3 clusters Score -1.652221e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 162211 members 
Entering Unmasked Estep 
Score: -16522196.000000 Penalty: 3902.623779
	Iteration 113Q: 3 clusters Score -1.65222e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 162233 members 
Entering Unmasked Estep 
Score: -16522161.000000 Penalty: 3902.623779
	Iteration 114Q: 3 clusters Score -1.652216e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 162258 members 
Entering Unmasked Estep 
Score: -16522144.000000 Penalty: 3902.623779
	Iteration 115Q: 3 clusters Score -1.652214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 162275 members 
Entering Unmasked Estep 
Score: -16522142.000000 Penalty: 3902.623779
	Iteration 116Q: 3 clusters Score -1.652214e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 162298 members 
Entering Unmasked Estep 
Score: -16522143.000000 Penalty: 3902.623779
	Iteration 117Q: 3 clusters Score -1.652214e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 162316 members 
Entering Unmasked Estep 
Score: -16522150.000000 Penalty: 3902.623779
	Iteration 118Q: 3 clusters Score -1.652215e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 162331 members 
Entering Unmasked Estep 
Score: -16522160.000000 Penalty: 3902.623779
	Iteration 119Q: 3 clusters Score -1.652216e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 162352 members 
Entering Unmasked Estep 
Score: -16522150.000000 Penalty: 3902.623779
	Iteration 120F: 3 clusters Score -1.652215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 162368 members 
Entering Unmasked Estep 
Score: -16522142.000000 Penalty: 3902.623779
	Iteration 121Q: 3 clusters Score -1.652214e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 162384 members 
Entering Unmasked Estep 
Score: -16522141.000000 Penalty: 3902.623779
	Iteration 122Q: 3 clusters Score -1.652214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 162392 members 
Entering Unmasked Estep 
Score: -16522148.000000 Penalty: 3902.623779
	Iteration 123Q: 3 clusters Score -1.652215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 162403 members 
Entering Unmasked Estep 
Score: -16522144.000000 Penalty: 3902.623779
	Iteration 124Q: 3 clusters Score -1.652214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 162417 members 
Entering Unmasked Estep 
Score: -16522121.000000 Penalty: 3902.623779
	Iteration 125Q: 3 clusters Score -1.652212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 162427 members 
Entering Unmasked Estep 
Score: -16522122.000000 Penalty: 3902.623779
	Iteration 126Q: 3 clusters Score -1.652212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 162434 members 
Entering Unmasked Estep 
Score: -16522124.000000 Penalty: 3902.623779
	Iteration 127Q: 3 clusters Score -1.652212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 162442 members 
Entering Unmasked Estep 
Score: -16522129.000000 Penalty: 3902.623779
	Iteration 128Q: 3 clusters Score -1.652213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 162450 members 
Entering Unmasked Estep 
Score: -16522118.000000 Penalty: 3902.623779
	Iteration 129Q: 3 clusters Score -1.652212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 162454 members 
Entering Unmasked Estep 
Score: -16522129.000000 Penalty: 3902.623779
	Iteration 130Q: 3 clusters Score -1.652213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 162456 members 
Entering Unmasked Estep 
Score: -16522124.000000 Penalty: 3902.623779
	Iteration 131Q: 3 clusters Score -1.652212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 162459 members 
Entering Unmasked Estep 
Score: -16522134.000000 Penalty: 3902.623779
	Iteration 132Q: 3 clusters Score -1.652213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 162461 members 
Entering Unmasked Estep 
Score: -16522138.000000 Penalty: 3902.623779
	Iteration 133Q: 3 clusters Score -1.652214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 162462 members 
Entering Unmasked Estep 
Score: -16522140.000000 Penalty: 3902.623779
	Iteration 134Q: 3 clusters Score -1.652214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 162463 members 
Entering Unmasked Estep 
Score: -16522137.000000 Penalty: 3902.623779
	Iteration 135Q: 3 clusters Score -1.652214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 162465 members 
Entering Unmasked Estep 
Score: -16522134.000000 Penalty: 3902.623779
	Iteration 136Q: 3 clusters Score -1.652213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 162468 members 
Entering Unmasked Estep 
Score: -16522129.000000 Penalty: 3902.623779
	Iteration 137Q: 3 clusters Score -1.652213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 162469 members 
Entering Unmasked Estep 
Score: -16522134.000000 Penalty: 3902.623779
	Iteration 138Q: 3 clusters Score -1.652213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 162470 members 
Entering Unmasked Estep 
Score: -16522130.000000 Penalty: 3902.623779
	Iteration 139Q: 3 clusters Score -1.652213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 162471 members 
Entering Unmasked Estep 
Score: -16522128.000000 Penalty: 3902.623779
	Iteration 140F: 3 clusters Score -1.652213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 162472 members 
Entering Unmasked Estep 
Score: -16522131.000000 Penalty: 3902.623779
	Iteration 141Q: 3 clusters Score -1.652213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 162473 members 
Entering Unmasked Estep 
Score: -16522132.000000 Penalty: 3902.623779
	Iteration 142Q: 3 clusters Score -1.652213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 162475 members 
Entering Unmasked Estep 
Score: -16522140.000000 Penalty: 3902.623779
	Iteration 143Q: 3 clusters Score -1.652214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 162475 members 
Entering Unmasked Estep 
Score: -16522140.000000 Penalty: 3902.623779
	Iteration 144F: 3 clusters Score -1.652214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Entering Unmasked Estep 
Score: -666740.812500 Penalty: 1427.898438
	Iteration 0F: 2 clusters Score -666740.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -661715.750000 Penalty: 2855.796875
	Iteration 0F: 3 clusters Score -661715.8 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -663180.062500 Penalty: 2855.796875
	Iteration 1F: 3 clusters Score -663180.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -663454.687500 Penalty: 2855.796875
	Iteration 2F: 3 clusters Score -663454.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -663667.812500 Penalty: 2855.796875
	Iteration 3F: 3 clusters Score -663667.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -663851.312500 Penalty: 2855.796875
	Iteration 4F: 3 clusters Score -663851.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -664021.687500 Penalty: 2855.796875
	Iteration 5Q: 3 clusters Score -664021.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -664201.500000 Penalty: 2855.796875
	Iteration 6Q: 3 clusters Score -664201.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -664378.625000 Penalty: 2855.796875
	Iteration 7Q: 3 clusters Score -664378.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -664499.062500 Penalty: 2855.796875
	Iteration 8Q: 3 clusters Score -664499.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -664622.000000 Penalty: 2855.796875
	Iteration 9Q: 3 clusters Score -664622 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -664750.812500 Penalty: 2855.796875
	Iteration 10Q: 3 clusters Score -664750.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -664847.562500 Penalty: 2855.796875
	Iteration 11Q: 3 clusters Score -664847.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -664952.812500 Penalty: 2855.796875
	Iteration 12Q: 3 clusters Score -664952.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -665059.812500 Penalty: 2855.796875
	Iteration 13Q: 3 clusters Score -665059.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -665158.875000 Penalty: 2855.796875
	Iteration 14Q: 3 clusters Score -665158.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -665273.750000 Penalty: 2855.796875
	Iteration 15Q: 3 clusters Score -665273.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -665359.187500 Penalty: 2855.796875
	Iteration 16Q: 3 clusters Score -665359.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -665408.000000 Penalty: 2855.796875
	Iteration 17Q: 3 clusters Score -665408 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -665432.062500 Penalty: 2855.796875
	Iteration 18Q: 3 clusters Score -665432.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -665452.125000 Penalty: 2855.796875
	Iteration 19Q: 3 clusters Score -665452.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -665465.375000 Penalty: 2855.796875
	Iteration 20F: 3 clusters Score -665465.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -665476.312500 Penalty: 2855.796875
	Iteration 21Q: 3 clusters Score -665476.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -665479.062500 Penalty: 2855.796875
	Iteration 22Q: 3 clusters Score -665479.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -665484.375000 Penalty: 2855.796875
	Iteration 23Q: 3 clusters Score -665484.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -665486.875000 Penalty: 2855.796875
	Iteration 24Q: 3 clusters Score -665486.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -665491.375000 Penalty: 2855.796875
	Iteration 25Q: 3 clusters Score -665491.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -665494.562500 Penalty: 2855.796875
	Iteration 26Q: 3 clusters Score -665494.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -665501.437500 Penalty: 2855.796875
	Iteration 27Q: 3 clusters Score -665501.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -665507.687500 Penalty: 2855.796875
	Iteration 28Q: 3 clusters Score -665507.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -665507.812500 Penalty: 2855.796875
	Iteration 29Q: 3 clusters Score -665507.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -665509.937500 Penalty: 2855.796875
	Iteration 30Q: 3 clusters Score -665509.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -665516.000000 Penalty: 2855.796875
	Iteration 31Q: 3 clusters Score -665516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -665517.625000 Penalty: 2855.796875
	Iteration 32Q: 3 clusters Score -665517.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -665520.250000 Penalty: 2855.796875
	Iteration 33Q: 3 clusters Score -665520.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -665521.250000 Penalty: 2855.796875
	Iteration 34Q: 3 clusters Score -665521.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -665524.750000 Penalty: 2855.796875
	Iteration 35Q: 3 clusters Score -665524.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -665527.250000 Penalty: 2855.796875
	Iteration 36Q: 3 clusters Score -665527.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -665528.312500 Penalty: 2855.796875
	Iteration 37Q: 3 clusters Score -665528.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -665528.937500 Penalty: 2855.796875
	Iteration 38Q: 3 clusters Score -665528.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -665530.562500 Penalty: 2855.796875
	Iteration 39Q: 3 clusters Score -665530.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -665532.187500 Penalty: 2855.796875
	Iteration 40F: 3 clusters Score -665532.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -665530.687500 Penalty: 2855.796875
	Iteration 41Q: 3 clusters Score -665530.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -665531.000000 Penalty: 2855.796875
	Iteration 42Q: 3 clusters Score -665531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -665529.625000 Penalty: 2855.796875
	Iteration 43Q: 3 clusters Score -665529.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -665530.375000 Penalty: 2855.796875
	Iteration 44Q: 3 clusters Score -665530.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -665531.000000 Penalty: 2855.796875
	Iteration 45Q: 3 clusters Score -665531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -665531.000000 Penalty: 2855.796875
	Iteration 46F: 3 clusters Score -665531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (63139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Entering Unmasked Estep 
Score: -6430802.000000 Penalty: 1796.127808
	Iteration 0F: 2 clusters Score -6430802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -6388578.000000 Penalty: 3592.255615
	Iteration 0F: 3 clusters Score -6388578 nChanged 29848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -6405674.500000 Penalty: 3592.255615
	Iteration 1F: 3 clusters Score -6405674 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -6406809.500000 Penalty: 3592.255615
	Iteration 2Q: 3 clusters Score -6406810 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -6408890.500000 Penalty: 3592.255615
	Iteration 3F: 3 clusters Score -6408890 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -6412597.500000 Penalty: 3592.255615
	Iteration 4F: 3 clusters Score -6412598 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -6418238.500000 Penalty: 3592.255615
	Iteration 5F: 3 clusters Score -6418238 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57935 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -6423978.000000 Penalty: 3592.255615
	Iteration 6F: 3 clusters Score -6423978 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61282 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6427386.000000 Penalty: 3592.255615
	Iteration 7F: 3 clusters Score -6427386 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62575 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6428655.000000 Penalty: 3592.255615
	Iteration 8Q: 3 clusters Score -6428655 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62895 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6428991.500000 Penalty: 3592.255615
	Iteration 9Q: 3 clusters Score -6428992 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -6429095.500000 Penalty: 3592.255615
	Iteration 10Q: 3 clusters Score -6429096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6429139.500000 Penalty: 3592.255615
	Iteration 11Q: 3 clusters Score -6429140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6429166.000000 Penalty: 3592.255615
	Iteration 12Q: 3 clusters Score -6429166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6429173.000000 Penalty: 3592.255615
	Iteration 13Q: 3 clusters Score -6429173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6429179.500000 Penalty: 3592.255615
	Iteration 14Q: 3 clusters Score -6429180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6429183.000000 Penalty: 3592.255615
	Iteration 15Q: 3 clusters Score -6429183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63031 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6429192.500000 Penalty: 3592.255615
	Iteration 16Q: 3 clusters Score -6429192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63032 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6429196.000000 Penalty: 3592.255615
	Iteration 17Q: 3 clusters Score -6429196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63033 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6429196.000000 Penalty: 3592.255615
	Iteration 18Q: 3 clusters Score -6429196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6429203.500000 Penalty: 3592.255615
	Iteration 19Q: 3 clusters Score -6429204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6429203.500000 Penalty: 3592.255615
	Iteration 20F: 3 clusters Score -6429204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (173046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173046 members 
Entering Unmasked Estep 
Score: -17763852.000000 Penalty: 1959.963257
	Iteration 0F: 2 clusters Score -1.776385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86767 members 
Mstep: Class 2 contains 86279 members 
Entering Unmasked Estep 
Score: -17655662.000000 Penalty: 3919.926514
	Iteration 0F: 3 clusters Score -1.765566e+07 nChanged 83810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92749 members 
Mstep: Class 2 contains 80297 members 
Entering Unmasked Estep 
Score: -17705632.000000 Penalty: 3919.926514
	Iteration 1F: 3 clusters Score -1.770563e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96480 members 
Mstep: Class 2 contains 76566 members 
Entering Unmasked Estep 
Score: -17707648.000000 Penalty: 3919.926514
	Iteration 2Q: 3 clusters Score -1.770765e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101666 members 
Mstep: Class 2 contains 71380 members 
Entering Unmasked Estep 
Score: -17710304.000000 Penalty: 3919.926514
	Iteration 3Q: 3 clusters Score -1.77103e+07 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108673 members 
Mstep: Class 2 contains 64373 members 
Entering Unmasked Estep 
Score: -17714756.000000 Penalty: 3919.926514
	Iteration 4F: 3 clusters Score -1.771476e+07 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117618 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -17720960.000000 Penalty: 3919.926514
	Iteration 5F: 3 clusters Score -1.772096e+07 nChanged 11478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128034 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -17729086.000000 Penalty: 3919.926514
	Iteration 6F: 3 clusters Score -1.772909e+07 nChanged 11389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138829 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -17738080.000000 Penalty: 3919.926514
	Iteration 7F: 3 clusters Score -1.773808e+07 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148349 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -17746100.000000 Penalty: 3919.926514
	Iteration 8F: 3 clusters Score -1.77461e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155774 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -17752138.000000 Penalty: 3919.926514
	Iteration 9Q: 3 clusters Score -1.775214e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160893 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -17756074.000000 Penalty: 3919.926514
	Iteration 10Q: 3 clusters Score -1.775607e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164259 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -17758516.000000 Penalty: 3919.926514
	Iteration 11Q: 3 clusters Score -1.775852e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166533 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -17759884.000000 Penalty: 3919.926514
	Iteration 12Q: 3 clusters Score -1.775988e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168145 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -17760700.000000 Penalty: 3919.926514
	Iteration 13Q: 3 clusters Score -1.77607e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169286 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -17761182.000000 Penalty: 3919.926514
	Iteration 14Q: 3 clusters Score -1.776118e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170141 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -17761648.000000 Penalty: 3919.926514
	Iteration 15Q: 3 clusters Score -1.776165e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170747 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -17761934.000000 Penalty: 3919.926514
	Iteration 16Q: 3 clusters Score -1.776193e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171172 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -17762042.000000 Penalty: 3919.926514
	Iteration 17Q: 3 clusters Score -1.776204e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171475 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -17762110.000000 Penalty: 3919.926514
	Iteration 18Q: 3 clusters Score -1.776211e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171705 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -17762182.000000 Penalty: 3919.926514
	Iteration 19Q: 3 clusters Score -1.776218e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171873 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -17762224.000000 Penalty: 3919.926514
	Iteration 20F: 3 clusters Score -1.776222e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172011 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -17762240.000000 Penalty: 3919.926514
	Iteration 21Q: 3 clusters Score -1.776224e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172104 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -17762264.000000 Penalty: 3919.926514
	Iteration 22Q: 3 clusters Score -1.776226e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172181 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -17762298.000000 Penalty: 3919.926514
	Iteration 23Q: 3 clusters Score -1.77623e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172237 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -17762324.000000 Penalty: 3919.926514
	Iteration 24Q: 3 clusters Score -1.776232e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172293 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -17762310.000000 Penalty: 3919.926514
	Iteration 25Q: 3 clusters Score -1.776231e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172339 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -17762324.000000 Penalty: 3919.926514
	Iteration 26Q: 3 clusters Score -1.776232e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172363 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -17762352.000000 Penalty: 3919.926514
	Iteration 27Q: 3 clusters Score -1.776235e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172386 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -17762358.000000 Penalty: 3919.926514
	Iteration 28Q: 3 clusters Score -1.776236e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172405 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -17762348.000000 Penalty: 3919.926514
	Iteration 29Q: 3 clusters Score -1.776235e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172417 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -17762344.000000 Penalty: 3919.926514
	Iteration 30Q: 3 clusters Score -1.776234e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172433 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -17762336.000000 Penalty: 3919.926514
	Iteration 31Q: 3 clusters Score -1.776234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172441 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -17762344.000000 Penalty: 3919.926514
	Iteration 32Q: 3 clusters Score -1.776234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172449 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -17762340.000000 Penalty: 3919.926514
	Iteration 33Q: 3 clusters Score -1.776234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172459 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -17762354.000000 Penalty: 3919.926514
	Iteration 34Q: 3 clusters Score -1.776235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172464 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -17762354.000000 Penalty: 3919.926514
	Iteration 35Q: 3 clusters Score -1.776235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172463 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -17762356.000000 Penalty: 3919.926514
	Iteration 36Q: 3 clusters Score -1.776236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172466 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -17762366.000000 Penalty: 3919.926514
	Iteration 37Q: 3 clusters Score -1.776237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172468 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -17762372.000000 Penalty: 3919.926514
	Iteration 38Q: 3 clusters Score -1.776237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172469 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -17762370.000000 Penalty: 3919.926514
	Iteration 39Q: 3 clusters Score -1.776237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172468 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -17762374.000000 Penalty: 3919.926514
	Iteration 40F: 3 clusters Score -1.776237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Entering Unmasked Estep 
Score: -490993.250000 Penalty: 1391.383179
	Iteration 0F: 2 clusters Score -490993.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -486893.375000 Penalty: 2782.766357
	Iteration 0F: 3 clusters Score -486893.4 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -488179.937500 Penalty: 2782.766357
	Iteration 1F: 3 clusters Score -488179.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -488571.187500 Penalty: 2782.766357
	Iteration 2F: 3 clusters Score -488571.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -489204.500000 Penalty: 2782.766357
	Iteration 3F: 3 clusters Score -489204.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -489854.281250 Penalty: 2782.766357
	Iteration 4F: 3 clusters Score -489854.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -490367.000000 Penalty: 2782.766357
	Iteration 5F: 3 clusters Score -490367 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -490731.625000 Penalty: 2782.766357
	Iteration 6F: 3 clusters Score -490731.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -490897.937500 Penalty: 2782.766357
	Iteration 7Q: 3 clusters Score -490897.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -490966.062500 Penalty: 2782.766357
	Iteration 8Q: 3 clusters Score -490966.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -490997.125000 Penalty: 2782.766357
	Iteration 9Q: 3 clusters Score -490997.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -491011.875000 Penalty: 2782.766357
	Iteration 10Q: 3 clusters Score -491011.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -491024.031250 Penalty: 2782.766357
	Iteration 11Q: 3 clusters Score -491024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -491029.375000 Penalty: 2782.766357
	Iteration 12Q: 3 clusters Score -491029.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -491033.468750 Penalty: 2782.766357
	Iteration 13Q: 3 clusters Score -491033.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -491036.343750 Penalty: 2782.766357
	Iteration 14Q: 3 clusters Score -491036.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -491038.156250 Penalty: 2782.766357
	Iteration 15Q: 3 clusters Score -491038.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -491039.718750 Penalty: 2782.766357
	Iteration 16Q: 3 clusters Score -491039.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -491040.281250 Penalty: 2782.766357
	Iteration 17Q: 3 clusters Score -491040.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -491040.437500 Penalty: 2782.766357
	Iteration 18Q: 3 clusters Score -491040.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -491042.156250 Penalty: 2782.766357
	Iteration 19Q: 3 clusters Score -491042.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -491044.781250 Penalty: 2782.766357
	Iteration 20F: 3 clusters Score -491044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -491045.625000 Penalty: 2782.766357
	Iteration 21Q: 3 clusters Score -491045.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -491045.812500 Penalty: 2782.766357
	Iteration 22Q: 3 clusters Score -491045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -491046.562500 Penalty: 2782.766357
	Iteration 23Q: 3 clusters Score -491046.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -491047.875000 Penalty: 2782.766357
	Iteration 24Q: 3 clusters Score -491047.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -491047.562500 Penalty: 2782.766357
	Iteration 25Q: 3 clusters Score -491047.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -491048.812500 Penalty: 2782.766357
	Iteration 26Q: 3 clusters Score -491048.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -491048.500000 Penalty: 2782.766357
	Iteration 27Q: 3 clusters Score -491048.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -491049.000000 Penalty: 2782.766357
	Iteration 28Q: 3 clusters Score -491049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -491049.000000 Penalty: 2782.766357
	Iteration 29F: 3 clusters Score -491049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164074 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 63139 members 
Mstep: Class 4 contains 173046 members 
Mstep: Class 5 contains 880 members 
Mstep: Class 6 contains 2947 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28557 members 
Mstep: Class 9 contains 155430 members 
Mstep: Class 10 contains 164885 members 
Mstep: Class 11 contains 118784 members 
Mstep: Class 12 contains 9889 members 
Mstep: Class 13 contains 17425 members 
Mstep: Class 14 contains 4351 members 
Mstep: Class 15 contains 91177 members 
Mstep: Class 16 contains 166809 members 
Mstep: Class 17 contains 69861 members 
Mstep: Class 18 contains 2991 members 
Mstep: Class 19 contains 44353 members 
Entering Unmasked Estep 
Score: -127969352.000000 Penalty: 43433.996094
Splitting cluster 5 changes total score from -127970112.000000 to -127969352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Entering Unmasked Estep 
Score: -302450.625000 Penalty: 1298.138184
	Iteration 0F: 2 clusters Score -302450.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -299753.062500 Penalty: 2596.276367
	Iteration 0F: 3 clusters Score -299753.1 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -300406.468750 Penalty: 2596.276367
	Iteration 1F: 3 clusters Score -300406.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -300641.750000 Penalty: 2596.276367
	Iteration 2F: 3 clusters Score -300641.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -300867.875000 Penalty: 2596.276367
	Iteration 3F: 3 clusters Score -300867.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -301088.062500 Penalty: 2596.276367
	Iteration 4F: 3 clusters Score -301088.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -301264.968750 Penalty: 2596.276367
	Iteration 5F: 3 clusters Score -301265 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -301411.250000 Penalty: 2596.276367
	Iteration 6F: 3 clusters Score -301411.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -301518.031250 Penalty: 2596.276367
	Iteration 7Q: 3 clusters Score -301518 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -301610.031250 Penalty: 2596.276367
	Iteration 8Q: 3 clusters Score -301610 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -301674.656250 Penalty: 2596.276367
	Iteration 9Q: 3 clusters Score -301674.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -301713.062500 Penalty: 2596.276367
	Iteration 10Q: 3 clusters Score -301713.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -301733.031250 Penalty: 2596.276367
	Iteration 11Q: 3 clusters Score -301733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -301749.562500 Penalty: 2596.276367
	Iteration 12Q: 3 clusters Score -301749.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -301760.406250 Penalty: 2596.276367
	Iteration 13Q: 3 clusters Score -301760.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -301769.531250 Penalty: 2596.276367
	Iteration 14Q: 3 clusters Score -301769.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -301778.562500 Penalty: 2596.276367
	Iteration 15Q: 3 clusters Score -301778.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -301781.937500 Penalty: 2596.276367
	Iteration 16Q: 3 clusters Score -301781.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -301790.781250 Penalty: 2596.276367
	Iteration 17Q: 3 clusters Score -301790.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -301792.843750 Penalty: 2596.276367
	Iteration 18Q: 3 clusters Score -301792.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -301797.312500 Penalty: 2596.276367
	Iteration 19Q: 3 clusters Score -301797.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -301798.000000 Penalty: 2596.276367
	Iteration 20F: 3 clusters Score -301798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -301799.093750 Penalty: 2596.276367
	Iteration 21Q: 3 clusters Score -301799.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -301800.062500 Penalty: 2596.276367
	Iteration 22Q: 3 clusters Score -301800.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -301801.562500 Penalty: 2596.276367
	Iteration 23Q: 3 clusters Score -301801.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -301801.500000 Penalty: 2596.276367
	Iteration 24Q: 3 clusters Score -301801.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -301801.843750 Penalty: 2596.276367
	Iteration 25Q: 3 clusters Score -301801.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -301802.000000 Penalty: 2596.276367
	Iteration 26Q: 3 clusters Score -301802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -301802.000000 Penalty: 2596.276367
	Iteration 27F: 3 clusters Score -301802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Entering Unmasked Estep 
Score: -169325.421875 Penalty: 1205.454346
	Iteration 0F: 2 clusters Score -169325.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -167438.531250 Penalty: 2410.908691
	Iteration 0F: 3 clusters Score -167438.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -167798.296875 Penalty: 2410.908691
	Iteration 1F: 3 clusters Score -167798.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -167892.140625 Penalty: 2410.908691
	Iteration 2F: 3 clusters Score -167892.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -167942.062500 Penalty: 2410.908691
	Iteration 3Q: 3 clusters Score -167942.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -167978.421875 Penalty: 2410.908691
	Iteration 4Q: 3 clusters Score -167978.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -168000.625000 Penalty: 2410.908691
	Iteration 5Q: 3 clusters Score -168000.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -168019.468750 Penalty: 2410.908691
	Iteration 6Q: 3 clusters Score -168019.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -168035.984375 Penalty: 2410.908691
	Iteration 7Q: 3 clusters Score -168036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -168054.343750 Penalty: 2410.908691
	Iteration 8Q: 3 clusters Score -168054.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -168069.687500 Penalty: 2410.908691
	Iteration 9Q: 3 clusters Score -168069.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -168084.906250 Penalty: 2410.908691
	Iteration 10Q: 3 clusters Score -168084.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -168096.062500 Penalty: 2410.908691
	Iteration 11Q: 3 clusters Score -168096.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -168106.171875 Penalty: 2410.908691
	Iteration 12Q: 3 clusters Score -168106.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -168111.531250 Penalty: 2410.908691
	Iteration 13Q: 3 clusters Score -168111.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -168116.203125 Penalty: 2410.908691
	Iteration 14Q: 3 clusters Score -168116.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -168117.937500 Penalty: 2410.908691
	Iteration 15Q: 3 clusters Score -168117.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -168118.156250 Penalty: 2410.908691
	Iteration 16Q: 3 clusters Score -168118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -168118.765625 Penalty: 2410.908691
	Iteration 17Q: 3 clusters Score -168118.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -168118.765625 Penalty: 2410.908691
	Iteration 18F: 3 clusters Score -168118.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Entering Unmasked Estep 
Score: -2791865.750000 Penalty: 1667.194214
	Iteration 0F: 2 clusters Score -2791866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2772546.750000 Penalty: 3334.388428
	Iteration 0F: 3 clusters Score -2772547 nChanged 13107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2779888.250000 Penalty: 3334.388428
	Iteration 1F: 3 clusters Score -2779888 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2780361.500000 Penalty: 3334.388428
	Iteration 2Q: 3 clusters Score -2780362 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2780859.250000 Penalty: 3334.388428
	Iteration 3Q: 3 clusters Score -2780859 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2781451.000000 Penalty: 3334.388428
	Iteration 4Q: 3 clusters Score -2781451 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2782225.500000 Penalty: 3334.388428
	Iteration 5F: 3 clusters Score -2782226 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2783212.750000 Penalty: 3334.388428
	Iteration 6F: 3 clusters Score -2783213 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2784515.250000 Penalty: 3334.388428
	Iteration 7F: 3 clusters Score -2784515 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2785987.000000 Penalty: 3334.388428
	Iteration 8F: 3 clusters Score -2785987 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2787428.750000 Penalty: 3334.388428
	Iteration 9F: 3 clusters Score -2787429 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2788706.750000 Penalty: 3334.388428
	Iteration 10Q: 3 clusters Score -2788707 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2789574.500000 Penalty: 3334.388428
	Iteration 11Q: 3 clusters Score -2789574 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2790018.250000 Penalty: 3334.388428
	Iteration 12Q: 3 clusters Score -2790018 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2790230.500000 Penalty: 3334.388428
	Iteration 13Q: 3 clusters Score -2790230 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2790360.750000 Penalty: 3334.388428
	Iteration 14Q: 3 clusters Score -2790361 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2790417.250000 Penalty: 3334.388428
	Iteration 15Q: 3 clusters Score -2790417 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2790437.500000 Penalty: 3334.388428
	Iteration 16Q: 3 clusters Score -2790438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2790467.750000 Penalty: 3334.388428
	Iteration 17Q: 3 clusters Score -2790468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2790480.000000 Penalty: 3334.388428
	Iteration 18Q: 3 clusters Score -2790480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2790484.500000 Penalty: 3334.388428
	Iteration 19Q: 3 clusters Score -2790484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2790494.750000 Penalty: 3334.388428
	Iteration 20F: 3 clusters Score -2790495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2790505.750000 Penalty: 3334.388428
	Iteration 21Q: 3 clusters Score -2790506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2790520.500000 Penalty: 3334.388428
	Iteration 22Q: 3 clusters Score -2790520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2790528.500000 Penalty: 3334.388428
	Iteration 23Q: 3 clusters Score -2790528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2790528.750000 Penalty: 3334.388428
	Iteration 24Q: 3 clusters Score -2790529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2790533.250000 Penalty: 3334.388428
	Iteration 25Q: 3 clusters Score -2790533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2790538.500000 Penalty: 3334.388428
	Iteration 26Q: 3 clusters Score -2790538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2790543.250000 Penalty: 3334.388428
	Iteration 27Q: 3 clusters Score -2790543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2790546.500000 Penalty: 3334.388428
	Iteration 28Q: 3 clusters Score -2790546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2790550.500000 Penalty: 3334.388428
	Iteration 29Q: 3 clusters Score -2790550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2790556.500000 Penalty: 3334.388428
	Iteration 30Q: 3 clusters Score -2790556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2790556.500000 Penalty: 3334.388428
	Iteration 31Q: 3 clusters Score -2790556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2790556.500000 Penalty: 3334.388428
	Iteration 32F: 3 clusters Score -2790556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (155430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155430 members 
Entering Unmasked Estep 
Score: -15786840.000000 Penalty: 1942.516968
	Iteration 0F: 2 clusters Score -1.578684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77363 members 
Mstep: Class 2 contains 78067 members 
Entering Unmasked Estep 
Score: -15684060.000000 Penalty: 3885.033936
	Iteration 0F: 3 clusters Score -1.568406e+07 nChanged 74903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72590 members 
Mstep: Class 2 contains 82840 members 
Entering Unmasked Estep 
Score: -15728818.000000 Penalty: 3885.033936
	Iteration 1F: 3 clusters Score -1.572882e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69587 members 
Mstep: Class 2 contains 85843 members 
Entering Unmasked Estep 
Score: -15730319.000000 Penalty: 3885.033936
	Iteration 2Q: 3 clusters Score -1.573032e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 90478 members 
Entering Unmasked Estep 
Score: -15732984.000000 Penalty: 3885.033936
	Iteration 3Q: 3 clusters Score -1.573298e+07 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58118 members 
Mstep: Class 2 contains 97312 members 
Entering Unmasked Estep 
Score: -15737510.000000 Penalty: 3885.033936
	Iteration 4F: 3 clusters Score -1.573751e+07 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 106567 members 
Entering Unmasked Estep 
Score: -15744614.000000 Penalty: 3885.033936
	Iteration 5F: 3 clusters Score -1.574461e+07 nChanged 11248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 117483 members 
Entering Unmasked Estep 
Score: -15754002.000000 Penalty: 3885.033936
	Iteration 6F: 3 clusters Score -1.5754e+07 nChanged 11087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 128312 members 
Entering Unmasked Estep 
Score: -15763927.000000 Penalty: 3885.033936
	Iteration 7F: 3 clusters Score -1.576393e+07 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 137296 members 
Entering Unmasked Estep 
Score: -15771757.000000 Penalty: 3885.033936
	Iteration 8F: 3 clusters Score -1.577176e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 143903 members 
Entering Unmasked Estep 
Score: -15777128.000000 Penalty: 3885.033936
	Iteration 9Q: 3 clusters Score -1.577713e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 148376 members 
Entering Unmasked Estep 
Score: -15780577.000000 Penalty: 3885.033936
	Iteration 10Q: 3 clusters Score -1.578058e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 151279 members 
Entering Unmasked Estep 
Score: -15782687.000000 Penalty: 3885.033936
	Iteration 11Q: 3 clusters Score -1.578269e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 152887 members 
Entering Unmasked Estep 
Score: -15783755.000000 Penalty: 3885.033936
	Iteration 12Q: 3 clusters Score -1.578376e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 153817 members 
Entering Unmasked Estep 
Score: -15784418.000000 Penalty: 3885.033936
	Iteration 13Q: 3 clusters Score -1.578442e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 154324 members 
Entering Unmasked Estep 
Score: -15784733.000000 Penalty: 3885.033936
	Iteration 14Q: 3 clusters Score -1.578473e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 154602 members 
Entering Unmasked Estep 
Score: -15784912.000000 Penalty: 3885.033936
	Iteration 15Q: 3 clusters Score -1.578491e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 154760 members 
Entering Unmasked Estep 
Score: -15784981.000000 Penalty: 3885.033936
	Iteration 16Q: 3 clusters Score -1.578498e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 154845 members 
Entering Unmasked Estep 
Score: -15785069.000000 Penalty: 3885.033936
	Iteration 17Q: 3 clusters Score -1.578507e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 154898 members 
Entering Unmasked Estep 
Score: -15785111.000000 Penalty: 3885.033936
	Iteration 18Q: 3 clusters Score -1.578511e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 154924 members 
Entering Unmasked Estep 
Score: -15785126.000000 Penalty: 3885.033936
	Iteration 19Q: 3 clusters Score -1.578513e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 154941 members 
Entering Unmasked Estep 
Score: -15785146.000000 Penalty: 3885.033936
	Iteration 20F: 3 clusters Score -1.578515e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 154956 members 
Entering Unmasked Estep 
Score: -15785152.000000 Penalty: 3885.033936
	Iteration 21Q: 3 clusters Score -1.578515e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 154974 members 
Entering Unmasked Estep 
Score: -15785173.000000 Penalty: 3885.033936
	Iteration 22Q: 3 clusters Score -1.578517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 154989 members 
Entering Unmasked Estep 
Score: -15785187.000000 Penalty: 3885.033936
	Iteration 23Q: 3 clusters Score -1.578519e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 154993 members 
Entering Unmasked Estep 
Score: -15785195.000000 Penalty: 3885.033936
	Iteration 24Q: 3 clusters Score -1.57852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 154998 members 
Entering Unmasked Estep 
Score: -15785192.000000 Penalty: 3885.033936
	Iteration 25Q: 3 clusters Score -1.578519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 155001 members 
Entering Unmasked Estep 
Score: -15785196.000000 Penalty: 3885.033936
	Iteration 26Q: 3 clusters Score -1.57852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 155005 members 
Entering Unmasked Estep 
Score: -15785205.000000 Penalty: 3885.033936
	Iteration 27Q: 3 clusters Score -1.57852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 155009 members 
Entering Unmasked Estep 
Score: -15785207.000000 Penalty: 3885.033936
	Iteration 28Q: 3 clusters Score -1.578521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 155013 members 
Entering Unmasked Estep 
Score: -15785203.000000 Penalty: 3885.033936
	Iteration 29Q: 3 clusters Score -1.57852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 155017 members 
Entering Unmasked Estep 
Score: -15785202.000000 Penalty: 3885.033936
	Iteration 30Q: 3 clusters Score -1.57852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 155019 members 
Entering Unmasked Estep 
Score: -15785200.000000 Penalty: 3885.033936
	Iteration 31Q: 3 clusters Score -1.57852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 155019 members 
Entering Unmasked Estep 
Score: -15785202.000000 Penalty: 3885.033936
	Iteration 32Q: 3 clusters Score -1.57852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 155020 members 
Entering Unmasked Estep 
Score: -15785206.000000 Penalty: 3885.033936
	Iteration 33Q: 3 clusters Score -1.578521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 155025 members 
Entering Unmasked Estep 
Score: -15785201.000000 Penalty: 3885.033936
	Iteration 34Q: 3 clusters Score -1.57852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 155027 members 
Entering Unmasked Estep 
Score: -15785201.000000 Penalty: 3885.033936
	Iteration 35Q: 3 clusters Score -1.57852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 155029 members 
Entering Unmasked Estep 
Score: -15785197.000000 Penalty: 3885.033936
	Iteration 36Q: 3 clusters Score -1.57852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 155031 members 
Entering Unmasked Estep 
Score: -15785198.000000 Penalty: 3885.033936
	Iteration 37Q: 3 clusters Score -1.57852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 155034 members 
Entering Unmasked Estep 
Score: -15785200.000000 Penalty: 3885.033936
	Iteration 38Q: 3 clusters Score -1.57852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 155033 members 
Entering Unmasked Estep 
Score: -15785223.000000 Penalty: 3885.033936
	Iteration 39Q: 3 clusters Score -1.578522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 155034 members 
Entering Unmasked Estep 
Score: -15785219.000000 Penalty: 3885.033936
	Iteration 40F: 3 clusters Score -1.578522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164885 members 
Entering Unmasked Estep 
Score: -16934822.000000 Penalty: 1952.113037
	Iteration 0F: 2 clusters Score -1.693482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82646 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -16830250.000000 Penalty: 3904.226074
	Iteration 0F: 3 clusters Score -1.683025e+07 nChanged 79834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87864 members 
Mstep: Class 2 contains 77021 members 
Entering Unmasked Estep 
Score: -16877362.000000 Penalty: 3904.226074
	Iteration 1F: 3 clusters Score -1.687736e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91289 members 
Mstep: Class 2 contains 73596 members 
Entering Unmasked Estep 
Score: -16878862.000000 Penalty: 3904.226074
	Iteration 2Q: 3 clusters Score -1.687886e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96466 members 
Mstep: Class 2 contains 68419 members 
Entering Unmasked Estep 
Score: -16880966.000000 Penalty: 3904.226074
	Iteration 3Q: 3 clusters Score -1.688097e+07 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104015 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -16884654.000000 Penalty: 3904.226074
	Iteration 4F: 3 clusters Score -1.688465e+07 nChanged 10943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114448 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -16891060.000000 Penalty: 3904.226074
	Iteration 5F: 3 clusters Score -1.689106e+07 nChanged 13179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127443 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -16901162.000000 Penalty: 3904.226074
	Iteration 6F: 3 clusters Score -1.690116e+07 nChanged 14016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141403 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -16914062.000000 Penalty: 3904.226074
	Iteration 7F: 3 clusters Score -1.691406e+07 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153193 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -16925034.000000 Penalty: 3904.226074
	Iteration 8F: 3 clusters Score -1.692503e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160512 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -16930480.000000 Penalty: 3904.226074
	Iteration 9Q: 3 clusters Score -1.693048e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163495 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -16932390.000000 Penalty: 3904.226074
	Iteration 10Q: 3 clusters Score -1.693239e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164368 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -16932876.000000 Penalty: 3904.226074
	Iteration 11Q: 3 clusters Score -1.693288e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164589 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -16933006.000000 Penalty: 3904.226074
	Iteration 12Q: 3 clusters Score -1.693301e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164651 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16933064.000000 Penalty: 3904.226074
	Iteration 13Q: 3 clusters Score -1.693306e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164671 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16933120.000000 Penalty: 3904.226074
	Iteration 14Q: 3 clusters Score -1.693312e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164683 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16933130.000000 Penalty: 3904.226074
	Iteration 15Q: 3 clusters Score -1.693313e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164684 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16933130.000000 Penalty: 3904.226074
	Iteration 16Q: 3 clusters Score -1.693313e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164687 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16933138.000000 Penalty: 3904.226074
	Iteration 17Q: 3 clusters Score -1.693314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164693 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16933158.000000 Penalty: 3904.226074
	Iteration 18Q: 3 clusters Score -1.693316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164694 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16933150.000000 Penalty: 3904.226074
	Iteration 19Q: 3 clusters Score -1.693315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164696 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16933156.000000 Penalty: 3904.226074
	Iteration 20F: 3 clusters Score -1.693316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164698 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16933154.000000 Penalty: 3904.226074
	Iteration 21Q: 3 clusters Score -1.693315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164697 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16933162.000000 Penalty: 3904.226074
	Iteration 22Q: 3 clusters Score -1.693316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164696 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16933170.000000 Penalty: 3904.226074
	Iteration 23Q: 3 clusters Score -1.693317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164695 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16933162.000000 Penalty: 3904.226074
	Iteration 24Q: 3 clusters Score -1.693316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164695 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16933162.000000 Penalty: 3904.226074
	Iteration 25F: 3 clusters Score -1.693316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (118784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118784 members 
Entering Unmasked Estep 
Score: -12194493.000000 Penalty: 1898.822632
	Iteration 0F: 2 clusters Score -1.219449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Mstep: Class 2 contains 59359 members 
Entering Unmasked Estep 
Score: -12115339.000000 Penalty: 3797.645264
	Iteration 0F: 3 clusters Score -1.211534e+07 nChanged 57130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59427 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -12149384.000000 Penalty: 3797.645264
	Iteration 1F: 3 clusters Score -1.214938e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 59175 members 
Entering Unmasked Estep 
Score: -12150662.000000 Penalty: 3797.645264
	Iteration 2Q: 3 clusters Score -1.215066e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 58641 members 
Entering Unmasked Estep 
Score: -12152425.000000 Penalty: 3797.645264
	Iteration 3Q: 3 clusters Score -1.215242e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -12154676.000000 Penalty: 3797.645264
	Iteration 4Q: 3 clusters Score -1.215468e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63329 members 
Mstep: Class 2 contains 55455 members 
Entering Unmasked Estep 
Score: -12157988.000000 Penalty: 3797.645264
	Iteration 5F: 3 clusters Score -1.215799e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66564 members 
Mstep: Class 2 contains 52220 members 
Entering Unmasked Estep 
Score: -12162657.000000 Penalty: 3797.645264
	Iteration 6F: 3 clusters Score -1.216266e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71072 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -12169496.000000 Penalty: 3797.645264
	Iteration 7F: 3 clusters Score -1.21695e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75860 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -12177214.000000 Penalty: 3797.645264
	Iteration 8F: 3 clusters Score -1.217721e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79448 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -12182748.000000 Penalty: 3797.645264
	Iteration 9F: 3 clusters Score -1.218275e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81755 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -12184997.000000 Penalty: 3797.645264
	Iteration 10Q: 3 clusters Score -1.2185e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83481 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -12186079.000000 Penalty: 3797.645264
	Iteration 11Q: 3 clusters Score -1.218608e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -12186704.000000 Penalty: 3797.645264
	Iteration 12Q: 3 clusters Score -1.21867e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -12187237.000000 Penalty: 3797.645264
	Iteration 13Q: 3 clusters Score -1.218724e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87476 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -12187668.000000 Penalty: 3797.645264
	Iteration 14Q: 3 clusters Score -1.218767e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88665 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -12188003.000000 Penalty: 3797.645264
	Iteration 15Q: 3 clusters Score -1.2188e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89802 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -12188352.000000 Penalty: 3797.645264
	Iteration 16Q: 3 clusters Score -1.218835e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90897 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -12188602.000000 Penalty: 3797.645264
	Iteration 17Q: 3 clusters Score -1.21886e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91985 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -12188818.000000 Penalty: 3797.645264
	Iteration 18Q: 3 clusters Score -1.218882e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93034 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -12189053.000000 Penalty: 3797.645264
	Iteration 19Q: 3 clusters Score -1.218905e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94039 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -12189253.000000 Penalty: 3797.645264
	Iteration 20F: 3 clusters Score -1.218925e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95116 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -12189513.000000 Penalty: 3797.645264
	Iteration 21Q: 3 clusters Score -1.218951e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96165 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -12189693.000000 Penalty: 3797.645264
	Iteration 22Q: 3 clusters Score -1.218969e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97231 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -12189906.000000 Penalty: 3797.645264
	Iteration 23Q: 3 clusters Score -1.218991e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98301 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -12190110.000000 Penalty: 3797.645264
	Iteration 24Q: 3 clusters Score -1.219011e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99324 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -12190366.000000 Penalty: 3797.645264
	Iteration 25Q: 3 clusters Score -1.219037e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100284 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -12190619.000000 Penalty: 3797.645264
	Iteration 26Q: 3 clusters Score -1.219062e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101178 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -12190791.000000 Penalty: 3797.645264
	Iteration 27Q: 3 clusters Score -1.219079e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102059 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -12190933.000000 Penalty: 3797.645264
	Iteration 28Q: 3 clusters Score -1.219093e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102849 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -12191134.000000 Penalty: 3797.645264
	Iteration 29Q: 3 clusters Score -1.219113e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103643 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -12191306.000000 Penalty: 3797.645264
	Iteration 30Q: 3 clusters Score -1.219131e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104416 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -12191485.000000 Penalty: 3797.645264
	Iteration 31Q: 3 clusters Score -1.219148e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105177 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -12191622.000000 Penalty: 3797.645264
	Iteration 32Q: 3 clusters Score -1.219162e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105882 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -12191774.000000 Penalty: 3797.645264
	Iteration 33Q: 3 clusters Score -1.219177e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106573 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -12191927.000000 Penalty: 3797.645264
	Iteration 34Q: 3 clusters Score -1.219193e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107210 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -12192041.000000 Penalty: 3797.645264
	Iteration 35Q: 3 clusters Score -1.219204e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107805 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -12192212.000000 Penalty: 3797.645264
	Iteration 36Q: 3 clusters Score -1.219221e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108391 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -12192318.000000 Penalty: 3797.645264
	Iteration 37Q: 3 clusters Score -1.219232e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108940 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -12192479.000000 Penalty: 3797.645264
	Iteration 38Q: 3 clusters Score -1.219248e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109460 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -12192588.000000 Penalty: 3797.645264
	Iteration 39Q: 3 clusters Score -1.219259e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109952 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -12192681.000000 Penalty: 3797.645264
	Iteration 40F: 3 clusters Score -1.219268e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110418 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -12192750.000000 Penalty: 3797.645264
	Iteration 41Q: 3 clusters Score -1.219275e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110853 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -12192789.000000 Penalty: 3797.645264
	Iteration 42Q: 3 clusters Score -1.219279e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111245 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -12192863.000000 Penalty: 3797.645264
	Iteration 43Q: 3 clusters Score -1.219286e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111648 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -12192999.000000 Penalty: 3797.645264
	Iteration 44Q: 3 clusters Score -1.2193e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112057 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -12193053.000000 Penalty: 3797.645264
	Iteration 45Q: 3 clusters Score -1.219305e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112445 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -12193100.000000 Penalty: 3797.645264
	Iteration 46Q: 3 clusters Score -1.21931e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112810 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -12193195.000000 Penalty: 3797.645264
	Iteration 47Q: 3 clusters Score -1.21932e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113196 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -12193290.000000 Penalty: 3797.645264
	Iteration 48Q: 3 clusters Score -1.219329e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113554 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -12193370.000000 Penalty: 3797.645264
	Iteration 49Q: 3 clusters Score -1.219337e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113840 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -12193431.000000 Penalty: 3797.645264
	Iteration 50Q: 3 clusters Score -1.219343e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114085 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -12193484.000000 Penalty: 3797.645264
	Iteration 51Q: 3 clusters Score -1.219348e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114331 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -12193559.000000 Penalty: 3797.645264
	Iteration 52Q: 3 clusters Score -1.219356e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114534 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -12193580.000000 Penalty: 3797.645264
	Iteration 53Q: 3 clusters Score -1.219358e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114711 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -12193598.000000 Penalty: 3797.645264
	Iteration 54Q: 3 clusters Score -1.21936e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114859 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -12193607.000000 Penalty: 3797.645264
	Iteration 55Q: 3 clusters Score -1.219361e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114985 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -12193620.000000 Penalty: 3797.645264
	Iteration 56Q: 3 clusters Score -1.219362e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115098 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -12193634.000000 Penalty: 3797.645264
	Iteration 57Q: 3 clusters Score -1.219363e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115188 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -12193647.000000 Penalty: 3797.645264
	Iteration 58Q: 3 clusters Score -1.219365e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115271 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -12193673.000000 Penalty: 3797.645264
	Iteration 59Q: 3 clusters Score -1.219367e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115351 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -12193692.000000 Penalty: 3797.645264
	Iteration 60F: 3 clusters Score -1.219369e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115423 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -12193683.000000 Penalty: 3797.645264
	Iteration 61Q: 3 clusters Score -1.219368e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115491 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -12193689.000000 Penalty: 3797.645264
	Iteration 62Q: 3 clusters Score -1.219369e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115557 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -12193721.000000 Penalty: 3797.645264
	Iteration 63Q: 3 clusters Score -1.219372e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115608 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -12193711.000000 Penalty: 3797.645264
	Iteration 64Q: 3 clusters Score -1.219371e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115656 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -12193741.000000 Penalty: 3797.645264
	Iteration 65Q: 3 clusters Score -1.219374e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115696 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -12193715.000000 Penalty: 3797.645264
	Iteration 66Q: 3 clusters Score -1.219372e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115739 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -12193725.000000 Penalty: 3797.645264
	Iteration 67Q: 3 clusters Score -1.219372e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115774 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -12193729.000000 Penalty: 3797.645264
	Iteration 68Q: 3 clusters Score -1.219373e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115812 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -12193741.000000 Penalty: 3797.645264
	Iteration 69Q: 3 clusters Score -1.219374e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115853 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -12193755.000000 Penalty: 3797.645264
	Iteration 70Q: 3 clusters Score -1.219376e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115891 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -12193761.000000 Penalty: 3797.645264
	Iteration 71Q: 3 clusters Score -1.219376e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115921 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -12193773.000000 Penalty: 3797.645264
	Iteration 72Q: 3 clusters Score -1.219377e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115956 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -12193764.000000 Penalty: 3797.645264
	Iteration 73Q: 3 clusters Score -1.219376e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115992 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -12193761.000000 Penalty: 3797.645264
	Iteration 74Q: 3 clusters Score -1.219376e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116022 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -12193750.000000 Penalty: 3797.645264
	Iteration 75Q: 3 clusters Score -1.219375e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116050 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -12193743.000000 Penalty: 3797.645264
	Iteration 76Q: 3 clusters Score -1.219374e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116076 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -12193757.000000 Penalty: 3797.645264
	Iteration 77Q: 3 clusters Score -1.219376e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116095 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -12193752.000000 Penalty: 3797.645264
	Iteration 78Q: 3 clusters Score -1.219375e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116124 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -12193769.000000 Penalty: 3797.645264
	Iteration 79Q: 3 clusters Score -1.219377e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116146 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -12193782.000000 Penalty: 3797.645264
	Iteration 80F: 3 clusters Score -1.219378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116166 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -12193774.000000 Penalty: 3797.645264
	Iteration 81Q: 3 clusters Score -1.219377e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116179 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -12193772.000000 Penalty: 3797.645264
	Iteration 82Q: 3 clusters Score -1.219377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116191 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -12193772.000000 Penalty: 3797.645264
	Iteration 83Q: 3 clusters Score -1.219377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116195 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -12193777.000000 Penalty: 3797.645264
	Iteration 84Q: 3 clusters Score -1.219378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116198 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -12193773.000000 Penalty: 3797.645264
	Iteration 85Q: 3 clusters Score -1.219377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116198 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -12193773.000000 Penalty: 3797.645264
	Iteration 86F: 3 clusters Score -1.219377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Entering Unmasked Estep 
Score: -1002334.000000 Penalty: 1494.866577
	Iteration 0F: 2 clusters Score -1002334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -995213.500000 Penalty: 2989.733154
	Iteration 0F: 3 clusters Score -995213.5 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -997617.687500 Penalty: 2989.733154
	Iteration 1F: 3 clusters Score -997617.7 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -997987.687500 Penalty: 2989.733154
	Iteration 2F: 3 clusters Score -997987.7 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -998365.625000 Penalty: 2989.733154
	Iteration 3F: 3 clusters Score -998365.6 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -998793.937500 Penalty: 2989.733154
	Iteration 4F: 3 clusters Score -998793.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -999287.750000 Penalty: 2989.733154
	Iteration 5F: 3 clusters Score -999287.8 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -999894.750000 Penalty: 2989.733154
	Iteration 6F: 3 clusters Score -999894.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1000416.937500 Penalty: 2989.733154
	Iteration 7F: 3 clusters Score -1000417 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1000754.500000 Penalty: 2989.733154
	Iteration 8Q: 3 clusters Score -1000754 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1000911.125000 Penalty: 2989.733154
	Iteration 9Q: 3 clusters Score -1000911 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1000977.562500 Penalty: 2989.733154
	Iteration 10Q: 3 clusters Score -1000978 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1001016.812500 Penalty: 2989.733154
	Iteration 11Q: 3 clusters Score -1001017 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1001041.062500 Penalty: 2989.733154
	Iteration 12Q: 3 clusters Score -1001041 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1001058.562500 Penalty: 2989.733154
	Iteration 13Q: 3 clusters Score -1001059 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1001073.812500 Penalty: 2989.733154
	Iteration 14Q: 3 clusters Score -1001074 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1001093.125000 Penalty: 2989.733154
	Iteration 15Q: 3 clusters Score -1001093 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1001108.000000 Penalty: 2989.733154
	Iteration 16Q: 3 clusters Score -1001108 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1001121.437500 Penalty: 2989.733154
	Iteration 17Q: 3 clusters Score -1001121 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1001131.500000 Penalty: 2989.733154
	Iteration 18Q: 3 clusters Score -1001132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1001141.937500 Penalty: 2989.733154
	Iteration 19Q: 3 clusters Score -1001142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1001150.937500 Penalty: 2989.733154
	Iteration 20F: 3 clusters Score -1001151 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1001160.062500 Penalty: 2989.733154
	Iteration 21Q: 3 clusters Score -1001160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1001168.750000 Penalty: 2989.733154
	Iteration 22Q: 3 clusters Score -1001169 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1001174.875000 Penalty: 2989.733154
	Iteration 23Q: 3 clusters Score -1001175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1001176.000000 Penalty: 2989.733154
	Iteration 24Q: 3 clusters Score -1001176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1001180.500000 Penalty: 2989.733154
	Iteration 25Q: 3 clusters Score -1001180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1001183.437500 Penalty: 2989.733154
	Iteration 26Q: 3 clusters Score -1001183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1001185.000000 Penalty: 2989.733154
	Iteration 27Q: 3 clusters Score -1001185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1001187.312500 Penalty: 2989.733154
	Iteration 28Q: 3 clusters Score -1001187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1001188.000000 Penalty: 2989.733154
	Iteration 29Q: 3 clusters Score -1001188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1001187.875000 Penalty: 2989.733154
	Iteration 30Q: 3 clusters Score -1001188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1001189.625000 Penalty: 2989.733154
	Iteration 31Q: 3 clusters Score -1001190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1001189.625000 Penalty: 2989.733154
	Iteration 32F: 3 clusters Score -1001190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Entering Unmasked Estep 
Score: -1796313.000000 Penalty: 1586.919922
	Iteration 0F: 2 clusters Score -1796313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1784262.375000 Penalty: 3173.839844
	Iteration 0F: 3 clusters Score -1784262 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1788594.500000 Penalty: 3173.839844
	Iteration 1F: 3 clusters Score -1788594 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1788999.500000 Penalty: 3173.839844
	Iteration 2F: 3 clusters Score -1789000 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1789340.625000 Penalty: 3173.839844
	Iteration 3F: 3 clusters Score -1789341 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1789672.000000 Penalty: 3173.839844
	Iteration 4Q: 3 clusters Score -1789672 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1789980.125000 Penalty: 3173.839844
	Iteration 5Q: 3 clusters Score -1789980 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1790327.750000 Penalty: 3173.839844
	Iteration 6Q: 3 clusters Score -1790328 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1790732.125000 Penalty: 3173.839844
	Iteration 7Q: 3 clusters Score -1790732 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1791204.875000 Penalty: 3173.839844
	Iteration 8Q: 3 clusters Score -1791205 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1791761.250000 Penalty: 3173.839844
	Iteration 9F: 3 clusters Score -1791761 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1792434.500000 Penalty: 3173.839844
	Iteration 10F: 3 clusters Score -1792434 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1793079.125000 Penalty: 3173.839844
	Iteration 11Q: 3 clusters Score -1793079 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1793572.125000 Penalty: 3173.839844
	Iteration 12Q: 3 clusters Score -1793572 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1793882.625000 Penalty: 3173.839844
	Iteration 13Q: 3 clusters Score -1793883 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1794083.000000 Penalty: 3173.839844
	Iteration 14Q: 3 clusters Score -1794083 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1794231.750000 Penalty: 3173.839844
	Iteration 15Q: 3 clusters Score -1794232 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1794346.625000 Penalty: 3173.839844
	Iteration 16Q: 3 clusters Score -1794347 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1794444.875000 Penalty: 3173.839844
	Iteration 17Q: 3 clusters Score -1794445 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1794550.125000 Penalty: 3173.839844
	Iteration 18Q: 3 clusters Score -1794550 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1794647.625000 Penalty: 3173.839844
	Iteration 19Q: 3 clusters Score -1794648 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1794725.750000 Penalty: 3173.839844
	Iteration 20F: 3 clusters Score -1794726 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1794804.125000 Penalty: 3173.839844
	Iteration 21Q: 3 clusters Score -1794804 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1794881.875000 Penalty: 3173.839844
	Iteration 22Q: 3 clusters Score -1794882 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1794950.125000 Penalty: 3173.839844
	Iteration 23Q: 3 clusters Score -1794950 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1795004.625000 Penalty: 3173.839844
	Iteration 24Q: 3 clusters Score -1795005 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1795052.250000 Penalty: 3173.839844
	Iteration 25Q: 3 clusters Score -1795052 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1795086.375000 Penalty: 3173.839844
	Iteration 26Q: 3 clusters Score -1795086 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1795109.250000 Penalty: 3173.839844
	Iteration 27Q: 3 clusters Score -1795109 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1795139.750000 Penalty: 3173.839844
	Iteration 28Q: 3 clusters Score -1795140 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1795164.625000 Penalty: 3173.839844
	Iteration 29Q: 3 clusters Score -1795165 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1795189.500000 Penalty: 3173.839844
	Iteration 30Q: 3 clusters Score -1795190 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1795199.375000 Penalty: 3173.839844
	Iteration 31Q: 3 clusters Score -1795199 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1795212.750000 Penalty: 3173.839844
	Iteration 32Q: 3 clusters Score -1795213 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1795220.000000 Penalty: 3173.839844
	Iteration 33Q: 3 clusters Score -1795220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1795235.500000 Penalty: 3173.839844
	Iteration 34Q: 3 clusters Score -1795236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1795247.500000 Penalty: 3173.839844
	Iteration 35Q: 3 clusters Score -1795248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1795264.125000 Penalty: 3173.839844
	Iteration 36Q: 3 clusters Score -1795264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1795271.125000 Penalty: 3173.839844
	Iteration 37Q: 3 clusters Score -1795271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1795278.625000 Penalty: 3173.839844
	Iteration 38Q: 3 clusters Score -1795279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1795284.875000 Penalty: 3173.839844
	Iteration 39Q: 3 clusters Score -1795285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1795291.875000 Penalty: 3173.839844
	Iteration 40F: 3 clusters Score -1795292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1795295.750000 Penalty: 3173.839844
	Iteration 41Q: 3 clusters Score -1795296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1795296.875000 Penalty: 3173.839844
	Iteration 42Q: 3 clusters Score -1795297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1795298.500000 Penalty: 3173.839844
	Iteration 43Q: 3 clusters Score -1795298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1795298.250000 Penalty: 3173.839844
	Iteration 44Q: 3 clusters Score -1795298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1795298.250000 Penalty: 3173.839844
	Iteration 45F: 3 clusters Score -1795298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (91177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91177 members 
Entering Unmasked Estep 
Score: -9342149.000000 Penalty: 1855.840698
	Iteration 0F: 2 clusters Score -9342149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -9281861.000000 Penalty: 3711.681396
	Iteration 0F: 3 clusters Score -9281861 nChanged 43477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -9307289.000000 Penalty: 3711.681396
	Iteration 1F: 3 clusters Score -9307289 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -9308095.000000 Penalty: 3711.681396
	Iteration 2Q: 3 clusters Score -9308095 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -9309062.000000 Penalty: 3711.681396
	Iteration 3Q: 3 clusters Score -9309062 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -9310661.000000 Penalty: 3711.681396
	Iteration 4Q: 3 clusters Score -9310661 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -9312808.000000 Penalty: 3711.681396
	Iteration 5Q: 3 clusters Score -9312808 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -9316043.000000 Penalty: 3711.681396
	Iteration 6F: 3 clusters Score -9316043 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 59167 members 
Entering Unmasked Estep 
Score: -9320367.000000 Penalty: 3711.681396
	Iteration 7F: 3 clusters Score -9320367 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 61778 members 
Entering Unmasked Estep 
Score: -9325311.000000 Penalty: 3711.681396
	Iteration 8F: 3 clusters Score -9325311 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 63311 members 
Entering Unmasked Estep 
Score: -9329016.000000 Penalty: 3711.681396
	Iteration 9F: 3 clusters Score -9329016 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 64154 members 
Entering Unmasked Estep 
Score: -9330906.000000 Penalty: 3711.681396
	Iteration 10Q: 3 clusters Score -9330906 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 64769 members 
Entering Unmasked Estep 
Score: -9331802.000000 Penalty: 3711.681396
	Iteration 11Q: 3 clusters Score -9331802 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -9332421.000000 Penalty: 3711.681396
	Iteration 12Q: 3 clusters Score -9332421 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 65680 members 
Entering Unmasked Estep 
Score: -9332916.000000 Penalty: 3711.681396
	Iteration 13Q: 3 clusters Score -9332916 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 65984 members 
Entering Unmasked Estep 
Score: -9333407.000000 Penalty: 3711.681396
	Iteration 14Q: 3 clusters Score -9333407 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 66189 members 
Entering Unmasked Estep 
Score: -9333886.000000 Penalty: 3711.681396
	Iteration 15Q: 3 clusters Score -9333886 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 66331 members 
Entering Unmasked Estep 
Score: -9334211.000000 Penalty: 3711.681396
	Iteration 16Q: 3 clusters Score -9334211 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 66433 members 
Entering Unmasked Estep 
Score: -9334520.000000 Penalty: 3711.681396
	Iteration 17Q: 3 clusters Score -9334520 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 66481 members 
Entering Unmasked Estep 
Score: -9334771.000000 Penalty: 3711.681396
	Iteration 18Q: 3 clusters Score -9334771 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -9335019.000000 Penalty: 3711.681396
	Iteration 19Q: 3 clusters Score -9335019 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 66517 members 
Entering Unmasked Estep 
Score: -9335203.000000 Penalty: 3711.681396
	Iteration 20F: 3 clusters Score -9335203 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 66498 members 
Entering Unmasked Estep 
Score: -9335384.000000 Penalty: 3711.681396
	Iteration 21Q: 3 clusters Score -9335384 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 66524 members 
Entering Unmasked Estep 
Score: -9335396.000000 Penalty: 3711.681396
	Iteration 22Q: 3 clusters Score -9335396 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 66539 members 
Entering Unmasked Estep 
Score: -9335457.000000 Penalty: 3711.681396
	Iteration 23Q: 3 clusters Score -9335457 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 66548 members 
Entering Unmasked Estep 
Score: -9335516.000000 Penalty: 3711.681396
	Iteration 24Q: 3 clusters Score -9335516 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 66548 members 
Entering Unmasked Estep 
Score: -9335574.000000 Penalty: 3711.681396
	Iteration 25Q: 3 clusters Score -9335574 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 66558 members 
Entering Unmasked Estep 
Score: -9335591.000000 Penalty: 3711.681396
	Iteration 26Q: 3 clusters Score -9335591 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 66545 members 
Entering Unmasked Estep 
Score: -9335619.000000 Penalty: 3711.681396
	Iteration 27Q: 3 clusters Score -9335619 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 66564 members 
Entering Unmasked Estep 
Score: -9335650.000000 Penalty: 3711.681396
	Iteration 28Q: 3 clusters Score -9335650 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 66599 members 
Entering Unmasked Estep 
Score: -9335675.000000 Penalty: 3711.681396
	Iteration 29Q: 3 clusters Score -9335675 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 66644 members 
Entering Unmasked Estep 
Score: -9335674.000000 Penalty: 3711.681396
	Iteration 30Q: 3 clusters Score -9335674 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -9335670.000000 Penalty: 3711.681396
	Iteration 31Q: 3 clusters Score -9335670 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 66738 members 
Entering Unmasked Estep 
Score: -9335677.000000 Penalty: 3711.681396
	Iteration 32Q: 3 clusters Score -9335677 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 66768 members 
Entering Unmasked Estep 
Score: -9335668.000000 Penalty: 3711.681396
	Iteration 33Q: 3 clusters Score -9335668 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -9335672.000000 Penalty: 3711.681396
	Iteration 34Q: 3 clusters Score -9335672 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 66815 members 
Entering Unmasked Estep 
Score: -9335684.000000 Penalty: 3711.681396
	Iteration 35Q: 3 clusters Score -9335684 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 66833 members 
Entering Unmasked Estep 
Score: -9335676.000000 Penalty: 3711.681396
	Iteration 36Q: 3 clusters Score -9335676 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 66853 members 
Entering Unmasked Estep 
Score: -9335690.000000 Penalty: 3711.681396
	Iteration 37Q: 3 clusters Score -9335690 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
Score: -9335703.000000 Penalty: 3711.681396
	Iteration 38Q: 3 clusters Score -9335703 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 66884 members 
Entering Unmasked Estep 
Score: -9335702.000000 Penalty: 3711.681396
	Iteration 39Q: 3 clusters Score -9335702 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 66898 members 
Entering Unmasked Estep 
Score: -9335718.000000 Penalty: 3711.681396
	Iteration 40F: 3 clusters Score -9335718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 66919 members 
Entering Unmasked Estep 
Score: -9335718.000000 Penalty: 3711.681396
	Iteration 41Q: 3 clusters Score -9335718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 66949 members 
Entering Unmasked Estep 
Score: -9335723.000000 Penalty: 3711.681396
	Iteration 42Q: 3 clusters Score -9335723 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 66986 members 
Entering Unmasked Estep 
Score: -9335724.000000 Penalty: 3711.681396
	Iteration 43Q: 3 clusters Score -9335724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 67011 members 
Entering Unmasked Estep 
Score: -9335729.000000 Penalty: 3711.681396
	Iteration 44Q: 3 clusters Score -9335729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 67035 members 
Entering Unmasked Estep 
Score: -9335722.000000 Penalty: 3711.681396
	Iteration 45Q: 3 clusters Score -9335722 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 67068 members 
Entering Unmasked Estep 
Score: -9335726.000000 Penalty: 3711.681396
	Iteration 46Q: 3 clusters Score -9335726 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 67094 members 
Entering Unmasked Estep 
Score: -9335721.000000 Penalty: 3711.681396
	Iteration 47Q: 3 clusters Score -9335721 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 67134 members 
Entering Unmasked Estep 
Score: -9335723.000000 Penalty: 3711.681396
	Iteration 48Q: 3 clusters Score -9335723 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 67172 members 
Entering Unmasked Estep 
Score: -9335719.000000 Penalty: 3711.681396
	Iteration 49Q: 3 clusters Score -9335719 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 67196 members 
Entering Unmasked Estep 
Score: -9335718.000000 Penalty: 3711.681396
	Iteration 50Q: 3 clusters Score -9335718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 67216 members 
Entering Unmasked Estep 
Score: -9335717.000000 Penalty: 3711.681396
	Iteration 51Q: 3 clusters Score -9335717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 67232 members 
Entering Unmasked Estep 
Score: -9335716.000000 Penalty: 3711.681396
	Iteration 52Q: 3 clusters Score -9335716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 67246 members 
Entering Unmasked Estep 
Score: -9335705.000000 Penalty: 3711.681396
	Iteration 53Q: 3 clusters Score -9335705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 67254 members 
Entering Unmasked Estep 
Score: -9335718.000000 Penalty: 3711.681396
	Iteration 54Q: 3 clusters Score -9335718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 67266 members 
Entering Unmasked Estep 
Score: -9335712.000000 Penalty: 3711.681396
	Iteration 55Q: 3 clusters Score -9335712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -9335707.000000 Penalty: 3711.681396
	Iteration 56Q: 3 clusters Score -9335707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 67287 members 
Entering Unmasked Estep 
Score: -9335704.000000 Penalty: 3711.681396
	Iteration 57Q: 3 clusters Score -9335704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 67297 members 
Entering Unmasked Estep 
Score: -9335705.000000 Penalty: 3711.681396
	Iteration 58Q: 3 clusters Score -9335705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 67308 members 
Entering Unmasked Estep 
Score: -9335707.000000 Penalty: 3711.681396
	Iteration 59Q: 3 clusters Score -9335707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 67320 members 
Entering Unmasked Estep 
Score: -9335708.000000 Penalty: 3711.681396
	Iteration 60F: 3 clusters Score -9335708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 67335 members 
Entering Unmasked Estep 
Score: -9335718.000000 Penalty: 3711.681396
	Iteration 61Q: 3 clusters Score -9335718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 67353 members 
Entering Unmasked Estep 
Score: -9335725.000000 Penalty: 3711.681396
	Iteration 62Q: 3 clusters Score -9335725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 67375 members 
Entering Unmasked Estep 
Score: -9335713.000000 Penalty: 3711.681396
	Iteration 63Q: 3 clusters Score -9335713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -9335714.000000 Penalty: 3711.681396
	Iteration 64Q: 3 clusters Score -9335714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 67413 members 
Entering Unmasked Estep 
Score: -9335723.000000 Penalty: 3711.681396
	Iteration 65Q: 3 clusters Score -9335723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -9335714.000000 Penalty: 3711.681396
	Iteration 66Q: 3 clusters Score -9335714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 67458 members 
Entering Unmasked Estep 
Score: -9335702.000000 Penalty: 3711.681396
	Iteration 67Q: 3 clusters Score -9335702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
Score: -9335726.000000 Penalty: 3711.681396
	Iteration 68Q: 3 clusters Score -9335726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -9335724.000000 Penalty: 3711.681396
	Iteration 69Q: 3 clusters Score -9335724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 67529 members 
Entering Unmasked Estep 
Score: -9335730.000000 Penalty: 3711.681396
	Iteration 70Q: 3 clusters Score -9335730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 67555 members 
Entering Unmasked Estep 
Score: -9335729.000000 Penalty: 3711.681396
	Iteration 71Q: 3 clusters Score -9335729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 67588 members 
Entering Unmasked Estep 
Score: -9335732.000000 Penalty: 3711.681396
	Iteration 72Q: 3 clusters Score -9335732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 67607 members 
Entering Unmasked Estep 
Score: -9335726.000000 Penalty: 3711.681396
	Iteration 73Q: 3 clusters Score -9335726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 67622 members 
Entering Unmasked Estep 
Score: -9335739.000000 Penalty: 3711.681396
	Iteration 74Q: 3 clusters Score -9335739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 67633 members 
Entering Unmasked Estep 
Score: -9335747.000000 Penalty: 3711.681396
	Iteration 75Q: 3 clusters Score -9335747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 67646 members 
Entering Unmasked Estep 
Score: -9335749.000000 Penalty: 3711.681396
	Iteration 76Q: 3 clusters Score -9335749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 67663 members 
Entering Unmasked Estep 
Score: -9335756.000000 Penalty: 3711.681396
	Iteration 77Q: 3 clusters Score -9335756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 67674 members 
Entering Unmasked Estep 
Score: -9335753.000000 Penalty: 3711.681396
	Iteration 78Q: 3 clusters Score -9335753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 67688 members 
Entering Unmasked Estep 
Score: -9335772.000000 Penalty: 3711.681396
	Iteration 79Q: 3 clusters Score -9335772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -9335764.000000 Penalty: 3711.681396
	Iteration 80F: 3 clusters Score -9335764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 67725 members 
Entering Unmasked Estep 
Score: -9335767.000000 Penalty: 3711.681396
	Iteration 81Q: 3 clusters Score -9335767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 67738 members 
Entering Unmasked Estep 
Score: -9335765.000000 Penalty: 3711.681396
	Iteration 82Q: 3 clusters Score -9335765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 67751 members 
Entering Unmasked Estep 
Score: -9335759.000000 Penalty: 3711.681396
	Iteration 83Q: 3 clusters Score -9335759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -9335766.000000 Penalty: 3711.681396
	Iteration 84Q: 3 clusters Score -9335766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -9335764.000000 Penalty: 3711.681396
	Iteration 85Q: 3 clusters Score -9335764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 67782 members 
Entering Unmasked Estep 
Score: -9335765.000000 Penalty: 3711.681396
	Iteration 86Q: 3 clusters Score -9335765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 67791 members 
Entering Unmasked Estep 
Score: -9335757.000000 Penalty: 3711.681396
	Iteration 87Q: 3 clusters Score -9335757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 67798 members 
Entering Unmasked Estep 
Score: -9335747.000000 Penalty: 3711.681396
	Iteration 88Q: 3 clusters Score -9335747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 67804 members 
Entering Unmasked Estep 
Score: -9335752.000000 Penalty: 3711.681396
	Iteration 89Q: 3 clusters Score -9335752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -9335751.000000 Penalty: 3711.681396
	Iteration 90Q: 3 clusters Score -9335751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 67820 members 
Entering Unmasked Estep 
Score: -9335745.000000 Penalty: 3711.681396
	Iteration 91Q: 3 clusters Score -9335745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -9335745.000000 Penalty: 3711.681396
	Iteration 92Q: 3 clusters Score -9335745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 67837 members 
Entering Unmasked Estep 
Score: -9335752.000000 Penalty: 3711.681396
	Iteration 93Q: 3 clusters Score -9335752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 67849 members 
Entering Unmasked Estep 
Score: -9335752.000000 Penalty: 3711.681396
	Iteration 94Q: 3 clusters Score -9335752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 67855 members 
Entering Unmasked Estep 
Score: -9335752.000000 Penalty: 3711.681396
	Iteration 95Q: 3 clusters Score -9335752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 67861 members 
Entering Unmasked Estep 
Score: -9335755.000000 Penalty: 3711.681396
	Iteration 96Q: 3 clusters Score -9335755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 67866 members 
Entering Unmasked Estep 
Score: -9335761.000000 Penalty: 3711.681396
	Iteration 97Q: 3 clusters Score -9335761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 67872 members 
Entering Unmasked Estep 
Score: -9335757.000000 Penalty: 3711.681396
	Iteration 98Q: 3 clusters Score -9335757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 67879 members 
Entering Unmasked Estep 
Score: -9335751.000000 Penalty: 3711.681396
	Iteration 99Q: 3 clusters Score -9335751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 67885 members 
Entering Unmasked Estep 
Score: -9335750.000000 Penalty: 3711.681396
	Iteration 100F: 3 clusters Score -9335750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -9335753.000000 Penalty: 3711.681396
	Iteration 101Q: 3 clusters Score -9335753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 67895 members 
Entering Unmasked Estep 
Score: -9335747.000000 Penalty: 3711.681396
	Iteration 102Q: 3 clusters Score -9335747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 67901 members 
Entering Unmasked Estep 
Score: -9335741.000000 Penalty: 3711.681396
	Iteration 103Q: 3 clusters Score -9335741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 67906 members 
Entering Unmasked Estep 
Score: -9335741.000000 Penalty: 3711.681396
	Iteration 104Q: 3 clusters Score -9335741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 67911 members 
Entering Unmasked Estep 
Score: -9335740.000000 Penalty: 3711.681396
	Iteration 105Q: 3 clusters Score -9335740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 67917 members 
Entering Unmasked Estep 
Score: -9335739.000000 Penalty: 3711.681396
	Iteration 106Q: 3 clusters Score -9335739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 67930 members 
Entering Unmasked Estep 
Score: -9335743.000000 Penalty: 3711.681396
	Iteration 107Q: 3 clusters Score -9335743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 67944 members 
Entering Unmasked Estep 
Score: -9335754.000000 Penalty: 3711.681396
	Iteration 108Q: 3 clusters Score -9335754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -9335770.000000 Penalty: 3711.681396
	Iteration 109Q: 3 clusters Score -9335770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 67964 members 
Entering Unmasked Estep 
Score: -9335768.000000 Penalty: 3711.681396
	Iteration 110Q: 3 clusters Score -9335768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -9335777.000000 Penalty: 3711.681396
	Iteration 111Q: 3 clusters Score -9335777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -9335788.000000 Penalty: 3711.681396
	Iteration 112Q: 3 clusters Score -9335788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -9335783.000000 Penalty: 3711.681396
	Iteration 113Q: 3 clusters Score -9335783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 68018 members 
Entering Unmasked Estep 
Score: -9335769.000000 Penalty: 3711.681396
	Iteration 114Q: 3 clusters Score -9335769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 68033 members 
Entering Unmasked Estep 
Score: -9335764.000000 Penalty: 3711.681396
	Iteration 115Q: 3 clusters Score -9335764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 68046 members 
Entering Unmasked Estep 
Score: -9335769.000000 Penalty: 3711.681396
	Iteration 116Q: 3 clusters Score -9335769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 68052 members 
Entering Unmasked Estep 
Score: -9335772.000000 Penalty: 3711.681396
	Iteration 117Q: 3 clusters Score -9335772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 68060 members 
Entering Unmasked Estep 
Score: -9335777.000000 Penalty: 3711.681396
	Iteration 118Q: 3 clusters Score -9335777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 68069 members 
Entering Unmasked Estep 
Score: -9335777.000000 Penalty: 3711.681396
	Iteration 119Q: 3 clusters Score -9335777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 68072 members 
Entering Unmasked Estep 
Score: -9335780.000000 Penalty: 3711.681396
	Iteration 120F: 3 clusters Score -9335780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 68078 members 
Entering Unmasked Estep 
Score: -9335779.000000 Penalty: 3711.681396
	Iteration 121Q: 3 clusters Score -9335779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 68080 members 
Entering Unmasked Estep 
Score: -9335777.000000 Penalty: 3711.681396
	Iteration 122Q: 3 clusters Score -9335777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 68082 members 
Entering Unmasked Estep 
Score: -9335778.000000 Penalty: 3711.681396
	Iteration 123Q: 3 clusters Score -9335778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 68084 members 
Entering Unmasked Estep 
Score: -9335776.000000 Penalty: 3711.681396
	Iteration 124Q: 3 clusters Score -9335776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -9335777.000000 Penalty: 3711.681396
	Iteration 125Q: 3 clusters Score -9335777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -9335777.000000 Penalty: 3711.681396
	Iteration 126F: 3 clusters Score -9335777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (166809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166809 members 
Entering Unmasked Estep 
Score: -16953936.000000 Penalty: 1953.998291
	Iteration 0F: 2 clusters Score -1.695394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83443 members 
Mstep: Class 2 contains 83366 members 
Entering Unmasked Estep 
Score: -16843782.000000 Penalty: 3907.996582
	Iteration 0F: 3 clusters Score -1.684378e+07 nChanged 80697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83914 members 
Mstep: Class 2 contains 82895 members 
Entering Unmasked Estep 
Score: -16890892.000000 Penalty: 3907.996582
	Iteration 1F: 3 clusters Score -1.689089e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84263 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -16891688.000000 Penalty: 3907.996582
	Iteration 2Q: 3 clusters Score -1.689169e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84711 members 
Mstep: Class 2 contains 82098 members 
Entering Unmasked Estep 
Score: -16892570.000000 Penalty: 3907.996582
	Iteration 3Q: 3 clusters Score -1.689257e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85481 members 
Mstep: Class 2 contains 81328 members 
Entering Unmasked Estep 
Score: -16893734.000000 Penalty: 3907.996582
	Iteration 4Q: 3 clusters Score -1.689373e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86693 members 
Mstep: Class 2 contains 80116 members 
Entering Unmasked Estep 
Score: -16895332.000000 Penalty: 3907.996582
	Iteration 5Q: 3 clusters Score -1.689533e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88555 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -16897602.000000 Penalty: 3907.996582
	Iteration 6Q: 3 clusters Score -1.68976e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91414 members 
Mstep: Class 2 contains 75395 members 
Entering Unmasked Estep 
Score: -16900644.000000 Penalty: 3907.996582
	Iteration 7Q: 3 clusters Score -1.690064e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95760 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -16905050.000000 Penalty: 3907.996582
	Iteration 8F: 3 clusters Score -1.690505e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101433 members 
Mstep: Class 2 contains 65376 members 
Entering Unmasked Estep 
Score: -16911464.000000 Penalty: 3907.996582
	Iteration 9F: 3 clusters Score -1.691146e+07 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107782 members 
Mstep: Class 2 contains 59027 members 
Entering Unmasked Estep 
Score: -16919050.000000 Penalty: 3907.996582
	Iteration 10F: 3 clusters Score -1.691905e+07 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113468 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -16926806.000000 Penalty: 3907.996582
	Iteration 11F: 3 clusters Score -1.692681e+07 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117501 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -16932142.000000 Penalty: 3907.996582
	Iteration 12F: 3 clusters Score -1.693214e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120300 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -16934792.000000 Penalty: 3907.996582
	Iteration 13Q: 3 clusters Score -1.693479e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122608 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -16936080.000000 Penalty: 3907.996582
	Iteration 14Q: 3 clusters Score -1.693608e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124731 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -16936880.000000 Penalty: 3907.996582
	Iteration 15Q: 3 clusters Score -1.693688e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126898 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -16937622.000000 Penalty: 3907.996582
	Iteration 16Q: 3 clusters Score -1.693762e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129140 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -16938374.000000 Penalty: 3907.996582
	Iteration 17Q: 3 clusters Score -1.693837e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131486 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -16939228.000000 Penalty: 3907.996582
	Iteration 18Q: 3 clusters Score -1.693923e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133864 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -16939958.000000 Penalty: 3907.996582
	Iteration 19Q: 3 clusters Score -1.693996e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136254 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -16940790.000000 Penalty: 3907.996582
	Iteration 20F: 3 clusters Score -1.694079e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138697 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -16941674.000000 Penalty: 3907.996582
	Iteration 21Q: 3 clusters Score -1.694167e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141138 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -16942494.000000 Penalty: 3907.996582
	Iteration 22Q: 3 clusters Score -1.694249e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143562 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -16943414.000000 Penalty: 3907.996582
	Iteration 23Q: 3 clusters Score -1.694341e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145978 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -16944614.000000 Penalty: 3907.996582
	Iteration 24Q: 3 clusters Score -1.694461e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148516 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -16945642.000000 Penalty: 3907.996582
	Iteration 25Q: 3 clusters Score -1.694564e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151131 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -16946850.000000 Penalty: 3907.996582
	Iteration 26Q: 3 clusters Score -1.694685e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153676 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -16947846.000000 Penalty: 3907.996582
	Iteration 27Q: 3 clusters Score -1.694785e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156071 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -16948790.000000 Penalty: 3907.996582
	Iteration 28Q: 3 clusters Score -1.694879e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158216 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -16949692.000000 Penalty: 3907.996582
	Iteration 29Q: 3 clusters Score -1.694969e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160091 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -16950546.000000 Penalty: 3907.996582
	Iteration 30Q: 3 clusters Score -1.695055e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161593 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -16951052.000000 Penalty: 3907.996582
	Iteration 31Q: 3 clusters Score -1.695105e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162782 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -16951412.000000 Penalty: 3907.996582
	Iteration 32Q: 3 clusters Score -1.695141e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163718 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -16951740.000000 Penalty: 3907.996582
	Iteration 33Q: 3 clusters Score -1.695174e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164408 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -16951942.000000 Penalty: 3907.996582
	Iteration 34Q: 3 clusters Score -1.695194e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164908 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -16952116.000000 Penalty: 3907.996582
	Iteration 35Q: 3 clusters Score -1.695212e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165284 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -16952188.000000 Penalty: 3907.996582
	Iteration 36Q: 3 clusters Score -1.695219e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165535 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -16952292.000000 Penalty: 3907.996582
	Iteration 37Q: 3 clusters Score -1.695229e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165728 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -16952316.000000 Penalty: 3907.996582
	Iteration 38Q: 3 clusters Score -1.695232e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165872 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -16952352.000000 Penalty: 3907.996582
	Iteration 39Q: 3 clusters Score -1.695235e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165978 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -16952386.000000 Penalty: 3907.996582
	Iteration 40F: 3 clusters Score -1.695239e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166067 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -16952406.000000 Penalty: 3907.996582
	Iteration 41Q: 3 clusters Score -1.695241e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166126 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -16952428.000000 Penalty: 3907.996582
	Iteration 42Q: 3 clusters Score -1.695243e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166171 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -16952416.000000 Penalty: 3907.996582
	Iteration 43Q: 3 clusters Score -1.695242e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166204 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -16952446.000000 Penalty: 3907.996582
	Iteration 44Q: 3 clusters Score -1.695245e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166227 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -16952462.000000 Penalty: 3907.996582
	Iteration 45Q: 3 clusters Score -1.695246e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166246 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -16952470.000000 Penalty: 3907.996582
	Iteration 46Q: 3 clusters Score -1.695247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166257 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -16952472.000000 Penalty: 3907.996582
	Iteration 47Q: 3 clusters Score -1.695247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166267 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -16952460.000000 Penalty: 3907.996582
	Iteration 48Q: 3 clusters Score -1.695246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166274 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -16952470.000000 Penalty: 3907.996582
	Iteration 49Q: 3 clusters Score -1.695247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166279 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -16952478.000000 Penalty: 3907.996582
	Iteration 50Q: 3 clusters Score -1.695248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166284 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -16952486.000000 Penalty: 3907.996582
	Iteration 51Q: 3 clusters Score -1.695249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166288 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -16952476.000000 Penalty: 3907.996582
	Iteration 52Q: 3 clusters Score -1.695248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166292 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -16952472.000000 Penalty: 3907.996582
	Iteration 53Q: 3 clusters Score -1.695247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166297 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -16952470.000000 Penalty: 3907.996582
	Iteration 54Q: 3 clusters Score -1.695247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166299 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -16952466.000000 Penalty: 3907.996582
	Iteration 55Q: 3 clusters Score -1.695247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166299 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -16952466.000000 Penalty: 3907.996582
	Iteration 56F: 3 clusters Score -1.695247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69861 members 
Entering Unmasked Estep 
Score: -7088375.000000 Penalty: 1812.567627
	Iteration 0F: 2 clusters Score -7088375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -7041455.500000 Penalty: 3625.135254
	Iteration 0F: 3 clusters Score -7041456 nChanged 33058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -7060759.500000 Penalty: 3625.135254
	Iteration 1F: 3 clusters Score -7060760 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -7061559.500000 Penalty: 3625.135254
	Iteration 2Q: 3 clusters Score -7061560 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -7062643.000000 Penalty: 3625.135254
	Iteration 3Q: 3 clusters Score -7062643 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -7064184.000000 Penalty: 3625.135254
	Iteration 4Q: 3 clusters Score -7064184 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -7066566.000000 Penalty: 3625.135254
	Iteration 5F: 3 clusters Score -7066566 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -7069900.000000 Penalty: 3625.135254
	Iteration 6F: 3 clusters Score -7069900 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -7074143.500000 Penalty: 3625.135254
	Iteration 7F: 3 clusters Score -7074144 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -7077852.500000 Penalty: 3625.135254
	Iteration 8F: 3 clusters Score -7077852 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -7080137.000000 Penalty: 3625.135254
	Iteration 9Q: 3 clusters Score -7080137 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -7081365.000000 Penalty: 3625.135254
	Iteration 10Q: 3 clusters Score -7081365 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 56478 members 
Entering Unmasked Estep 
Score: -7082143.000000 Penalty: 3625.135254
	Iteration 11Q: 3 clusters Score -7082143 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
Score: -7082721.000000 Penalty: 3625.135254
	Iteration 12Q: 3 clusters Score -7082721 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -7083196.500000 Penalty: 3625.135254
	Iteration 13Q: 3 clusters Score -7083196 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 59918 members 
Entering Unmasked Estep 
Score: -7083624.000000 Penalty: 3625.135254
	Iteration 14Q: 3 clusters Score -7083624 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
Score: -7084033.500000 Penalty: 3625.135254
	Iteration 15Q: 3 clusters Score -7084034 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 61773 members 
Entering Unmasked Estep 
Score: -7084377.500000 Penalty: 3625.135254
	Iteration 16Q: 3 clusters Score -7084378 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 62550 members 
Entering Unmasked Estep 
Score: -7084717.000000 Penalty: 3625.135254
	Iteration 17Q: 3 clusters Score -7084717 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 63299 members 
Entering Unmasked Estep 
Score: -7085007.500000 Penalty: 3625.135254
	Iteration 18Q: 3 clusters Score -7085008 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 63972 members 
Entering Unmasked Estep 
Score: -7085298.500000 Penalty: 3625.135254
	Iteration 19Q: 3 clusters Score -7085298 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -7085528.500000 Penalty: 3625.135254
	Iteration 20F: 3 clusters Score -7085528 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -7085707.000000 Penalty: 3625.135254
	Iteration 21Q: 3 clusters Score -7085707 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 65621 members 
Entering Unmasked Estep 
Score: -7085895.000000 Penalty: 3625.135254
	Iteration 22Q: 3 clusters Score -7085895 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 66042 members 
Entering Unmasked Estep 
Score: -7086060.000000 Penalty: 3625.135254
	Iteration 23Q: 3 clusters Score -7086060 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 66423 members 
Entering Unmasked Estep 
Score: -7086196.000000 Penalty: 3625.135254
	Iteration 24Q: 3 clusters Score -7086196 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 66760 members 
Entering Unmasked Estep 
Score: -7086294.000000 Penalty: 3625.135254
	Iteration 25Q: 3 clusters Score -7086294 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 67056 members 
Entering Unmasked Estep 
Score: -7086438.500000 Penalty: 3625.135254
	Iteration 26Q: 3 clusters Score -7086438 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 67320 members 
Entering Unmasked Estep 
Score: -7086477.000000 Penalty: 3625.135254
	Iteration 27Q: 3 clusters Score -7086477 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 67565 members 
Entering Unmasked Estep 
Score: -7086561.000000 Penalty: 3625.135254
	Iteration 28Q: 3 clusters Score -7086561 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -7086672.500000 Penalty: 3625.135254
	Iteration 29Q: 3 clusters Score -7086672 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 67966 members 
Entering Unmasked Estep 
Score: -7086732.500000 Penalty: 3625.135254
	Iteration 30Q: 3 clusters Score -7086732 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 68134 members 
Entering Unmasked Estep 
Score: -7086795.000000 Penalty: 3625.135254
	Iteration 31Q: 3 clusters Score -7086795 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 68281 members 
Entering Unmasked Estep 
Score: -7086833.000000 Penalty: 3625.135254
	Iteration 32Q: 3 clusters Score -7086833 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 68396 members 
Entering Unmasked Estep 
Score: -7086896.500000 Penalty: 3625.135254
	Iteration 33Q: 3 clusters Score -7086896 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 68495 members 
Entering Unmasked Estep 
Score: -7086917.500000 Penalty: 3625.135254
	Iteration 34Q: 3 clusters Score -7086918 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 68570 members 
Entering Unmasked Estep 
Score: -7086934.500000 Penalty: 3625.135254
	Iteration 35Q: 3 clusters Score -7086934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 68632 members 
Entering Unmasked Estep 
Score: -7086952.500000 Penalty: 3625.135254
	Iteration 36Q: 3 clusters Score -7086952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 68693 members 
Entering Unmasked Estep 
Score: -7086961.500000 Penalty: 3625.135254
	Iteration 37Q: 3 clusters Score -7086962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 68751 members 
Entering Unmasked Estep 
Score: -7086996.500000 Penalty: 3625.135254
	Iteration 38Q: 3 clusters Score -7086996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 68790 members 
Entering Unmasked Estep 
Score: -7087004.000000 Penalty: 3625.135254
	Iteration 39Q: 3 clusters Score -7087004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 68824 members 
Entering Unmasked Estep 
Score: -7087020.500000 Penalty: 3625.135254
	Iteration 40F: 3 clusters Score -7087020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -7087035.000000 Penalty: 3625.135254
	Iteration 41Q: 3 clusters Score -7087035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 68885 members 
Entering Unmasked Estep 
Score: -7087057.000000 Penalty: 3625.135254
	Iteration 42Q: 3 clusters Score -7087057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 68908 members 
Entering Unmasked Estep 
Score: -7087055.500000 Penalty: 3625.135254
	Iteration 43Q: 3 clusters Score -7087056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 68928 members 
Entering Unmasked Estep 
Score: -7087051.500000 Penalty: 3625.135254
	Iteration 44Q: 3 clusters Score -7087052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 68937 members 
Entering Unmasked Estep 
Score: -7087048.000000 Penalty: 3625.135254
	Iteration 45Q: 3 clusters Score -7087048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 68943 members 
Entering Unmasked Estep 
Score: -7087046.000000 Penalty: 3625.135254
	Iteration 46Q: 3 clusters Score -7087046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 68946 members 
Entering Unmasked Estep 
Score: -7087052.500000 Penalty: 3625.135254
	Iteration 47Q: 3 clusters Score -7087052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
Score: -7087049.500000 Penalty: 3625.135254
	Iteration 48Q: 3 clusters Score -7087050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -7087058.000000 Penalty: 3625.135254
	Iteration 49Q: 3 clusters Score -7087058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 68962 members 
Entering Unmasked Estep 
Score: -7087055.000000 Penalty: 3625.135254
	Iteration 50Q: 3 clusters Score -7087055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 68968 members 
Entering Unmasked Estep 
Score: -7087059.000000 Penalty: 3625.135254
	Iteration 51Q: 3 clusters Score -7087059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 68974 members 
Entering Unmasked Estep 
Score: -7087060.000000 Penalty: 3625.135254
	Iteration 52Q: 3 clusters Score -7087060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 68978 members 
Entering Unmasked Estep 
Score: -7087069.000000 Penalty: 3625.135254
	Iteration 53Q: 3 clusters Score -7087069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 68982 members 
Entering Unmasked Estep 
Score: -7087078.000000 Penalty: 3625.135254
	Iteration 54Q: 3 clusters Score -7087078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 68988 members 
Entering Unmasked Estep 
Score: -7087083.000000 Penalty: 3625.135254
	Iteration 55Q: 3 clusters Score -7087083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -7087081.500000 Penalty: 3625.135254
	Iteration 56Q: 3 clusters Score -7087082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 68994 members 
Entering Unmasked Estep 
Score: -7087077.000000 Penalty: 3625.135254
	Iteration 57Q: 3 clusters Score -7087077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -7087075.000000 Penalty: 3625.135254
	Iteration 58Q: 3 clusters Score -7087075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 68996 members 
Entering Unmasked Estep 
Score: -7087078.500000 Penalty: 3625.135254
	Iteration 59Q: 3 clusters Score -7087078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 68996 members 
Entering Unmasked Estep 
Score: -7087078.500000 Penalty: 3625.135254
	Iteration 60F: 3 clusters Score -7087078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Entering Unmasked Estep 
Score: -264830.656250 Penalty: 1300.546387
	Iteration 0F: 2 clusters Score -264830.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -262125.000000 Penalty: 2601.092773
	Iteration 0F: 3 clusters Score -262125 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -262856.687500 Penalty: 2601.092773
	Iteration 1F: 3 clusters Score -262856.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -263061.093750 Penalty: 2601.092773
	Iteration 2F: 3 clusters Score -263061.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -263186.593750 Penalty: 2601.092773
	Iteration 3F: 3 clusters Score -263186.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -263301.656250 Penalty: 2601.092773
	Iteration 4Q: 3 clusters Score -263301.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -263396.218750 Penalty: 2601.092773
	Iteration 5Q: 3 clusters Score -263396.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -263459.562500 Penalty: 2601.092773
	Iteration 6Q: 3 clusters Score -263459.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -263502.031250 Penalty: 2601.092773
	Iteration 7Q: 3 clusters Score -263502 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -263542.218750 Penalty: 2601.092773
	Iteration 8Q: 3 clusters Score -263542.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -263574.312500 Penalty: 2601.092773
	Iteration 9Q: 3 clusters Score -263574.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -263604.937500 Penalty: 2601.092773
	Iteration 10Q: 3 clusters Score -263604.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -263643.687500 Penalty: 2601.092773
	Iteration 11Q: 3 clusters Score -263643.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -263685.343750 Penalty: 2601.092773
	Iteration 12Q: 3 clusters Score -263685.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -263722.250000 Penalty: 2601.092773
	Iteration 13Q: 3 clusters Score -263722.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -263766.312500 Penalty: 2601.092773
	Iteration 14Q: 3 clusters Score -263766.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -263824.687500 Penalty: 2601.092773
	Iteration 15Q: 3 clusters Score -263824.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -263894.406250 Penalty: 2601.092773
	Iteration 16Q: 3 clusters Score -263894.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -263961.843750 Penalty: 2601.092773
	Iteration 17Q: 3 clusters Score -263961.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -264016.093750 Penalty: 2601.092773
	Iteration 18Q: 3 clusters Score -264016.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -264042.312500 Penalty: 2601.092773
	Iteration 19Q: 3 clusters Score -264042.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -264058.843750 Penalty: 2601.092773
	Iteration 20F: 3 clusters Score -264058.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -264074.656250 Penalty: 2601.092773
	Iteration 21Q: 3 clusters Score -264074.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -264086.625000 Penalty: 2601.092773
	Iteration 22Q: 3 clusters Score -264086.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -264093.593750 Penalty: 2601.092773
	Iteration 23Q: 3 clusters Score -264093.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -264100.250000 Penalty: 2601.092773
	Iteration 24Q: 3 clusters Score -264100.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -264111.187500 Penalty: 2601.092773
	Iteration 25Q: 3 clusters Score -264111.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -264121.562500 Penalty: 2601.092773
	Iteration 26Q: 3 clusters Score -264121.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -264134.875000 Penalty: 2601.092773
	Iteration 27Q: 3 clusters Score -264134.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -264145.031250 Penalty: 2601.092773
	Iteration 28Q: 3 clusters Score -264145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -264150.843750 Penalty: 2601.092773
	Iteration 29Q: 3 clusters Score -264150.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -264153.625000 Penalty: 2601.092773
	Iteration 30Q: 3 clusters Score -264153.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -264156.468750 Penalty: 2601.092773
	Iteration 31Q: 3 clusters Score -264156.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -264161.000000 Penalty: 2601.092773
	Iteration 32Q: 3 clusters Score -264161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -264163.968750 Penalty: 2601.092773
	Iteration 33Q: 3 clusters Score -264164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -264165.906250 Penalty: 2601.092773
	Iteration 34Q: 3 clusters Score -264165.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -264166.812500 Penalty: 2601.092773
	Iteration 35Q: 3 clusters Score -264166.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -264168.687500 Penalty: 2601.092773
	Iteration 36Q: 3 clusters Score -264168.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -264170.812500 Penalty: 2601.092773
	Iteration 37Q: 3 clusters Score -264170.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -264171.968750 Penalty: 2601.092773
	Iteration 38Q: 3 clusters Score -264172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -264175.750000 Penalty: 2601.092773
	Iteration 39Q: 3 clusters Score -264175.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -264179.906250 Penalty: 2601.092773
	Iteration 40F: 3 clusters Score -264179.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -264181.000000 Penalty: 2601.092773
	Iteration 41Q: 3 clusters Score -264181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -264183.156250 Penalty: 2601.092773
	Iteration 42Q: 3 clusters Score -264183.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -264183.937500 Penalty: 2601.092773
	Iteration 43Q: 3 clusters Score -264183.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -264186.500000 Penalty: 2601.092773
	Iteration 44Q: 3 clusters Score -264186.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -264187.281250 Penalty: 2601.092773
	Iteration 45Q: 3 clusters Score -264187.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -264189.875000 Penalty: 2601.092773
	Iteration 46Q: 3 clusters Score -264189.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -264192.468750 Penalty: 2601.092773
	Iteration 47Q: 3 clusters Score -264192.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -264195.375000 Penalty: 2601.092773
	Iteration 48Q: 3 clusters Score -264195.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -264196.562500 Penalty: 2601.092773
	Iteration 49Q: 3 clusters Score -264196.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -264197.562500 Penalty: 2601.092773
	Iteration 50Q: 3 clusters Score -264197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -264198.250000 Penalty: 2601.092773
	Iteration 51Q: 3 clusters Score -264198.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -264200.031250 Penalty: 2601.092773
	Iteration 52Q: 3 clusters Score -264200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -264202.062500 Penalty: 2601.092773
	Iteration 53Q: 3 clusters Score -264202.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -264202.718750 Penalty: 2601.092773
	Iteration 54Q: 3 clusters Score -264202.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -264203.406250 Penalty: 2601.092773
	Iteration 55Q: 3 clusters Score -264203.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -264203.968750 Penalty: 2601.092773
	Iteration 56Q: 3 clusters Score -264204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -264205.156250 Penalty: 2601.092773
	Iteration 57Q: 3 clusters Score -264205.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -264208.281250 Penalty: 2601.092773
	Iteration 58Q: 3 clusters Score -264208.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -264210.375000 Penalty: 2601.092773
	Iteration 59Q: 3 clusters Score -264210.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -264210.968750 Penalty: 2601.092773
	Iteration 60F: 3 clusters Score -264211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -264212.062500 Penalty: 2601.092773
	Iteration 61Q: 3 clusters Score -264212.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -264212.937500 Penalty: 2601.092773
	Iteration 62Q: 3 clusters Score -264212.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -264212.937500 Penalty: 2601.092773
	Iteration 63F: 3 clusters Score -264212.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Entering Unmasked Estep 
Score: -4517397.500000 Penalty: 1738.739624
	Iteration 0F: 2 clusters Score -4517398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -4487835.000000 Penalty: 3477.479248
	Iteration 0F: 3 clusters Score -4487835 nChanged 20598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -4499421.500000 Penalty: 3477.479248
	Iteration 1F: 3 clusters Score -4499422 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -4500143.500000 Penalty: 3477.479248
	Iteration 2Q: 3 clusters Score -4500144 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -4501376.000000 Penalty: 3477.479248
	Iteration 3F: 3 clusters Score -4501376 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -4503656.500000 Penalty: 3477.479248
	Iteration 4F: 3 clusters Score -4503656 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -4507126.000000 Penalty: 3477.479248
	Iteration 5F: 3 clusters Score -4507126 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -4511020.500000 Penalty: 3477.479248
	Iteration 6F: 3 clusters Score -4511020 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -4513830.000000 Penalty: 3477.479248
	Iteration 7F: 3 clusters Score -4513830 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -4515110.500000 Penalty: 3477.479248
	Iteration 8Q: 3 clusters Score -4515110 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -4515531.500000 Penalty: 3477.479248
	Iteration 9Q: 3 clusters Score -4515532 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -4515705.500000 Penalty: 3477.479248
	Iteration 10Q: 3 clusters Score -4515706 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -4515784.500000 Penalty: 3477.479248
	Iteration 11Q: 3 clusters Score -4515784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -4515830.000000 Penalty: 3477.479248
	Iteration 12Q: 3 clusters Score -4515830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -4515845.500000 Penalty: 3477.479248
	Iteration 13Q: 3 clusters Score -4515846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -4515857.500000 Penalty: 3477.479248
	Iteration 14Q: 3 clusters Score -4515858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -4515856.500000 Penalty: 3477.479248
	Iteration 15Q: 3 clusters Score -4515856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -4515859.000000 Penalty: 3477.479248
	Iteration 16Q: 3 clusters Score -4515859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -4515859.000000 Penalty: 3477.479248
	Iteration 17F: 3 clusters Score -4515859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164074 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 63139 members 
Mstep: Class 4 contains 173046 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2947 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28557 members 
Mstep: Class 9 contains 155430 members 
Mstep: Class 10 contains 164885 members 
Mstep: Class 11 contains 118784 members 
Mstep: Class 12 contains 9889 members 
Mstep: Class 13 contains 17425 members 
Mstep: Class 15 contains 91177 members 
Mstep: Class 16 contains 166809 members 
Mstep: Class 17 contains 69861 members 
Mstep: Class 18 contains 2991 members 
Mstep: Class 19 contains 44353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970168.000000 Penalty: 41147.996094
Iteration 159Q: 19 clusters Score -1.279702e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164082 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 63127 members 
Mstep: Class 4 contains 173055 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2947 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28556 members 
Mstep: Class 9 contains 155434 members 
Mstep: Class 10 contains 164883 members 
Mstep: Class 11 contains 118780 members 
Mstep: Class 12 contains 9890 members 
Mstep: Class 13 contains 17424 members 
Mstep: Class 15 contains 91175 members 
Mstep: Class 16 contains 166810 members 
Mstep: Class 17 contains 69855 members 
Mstep: Class 18 contains 2991 members 
Mstep: Class 19 contains 44358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970048.000000 Penalty: 41147.996094
Iteration 160F: 19 clusters Score -1.2797e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164099 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 63119 members 
Mstep: Class 4 contains 173063 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2948 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28555 members 
Mstep: Class 9 contains 155441 members 
Mstep: Class 10 contains 164885 members 
Mstep: Class 11 contains 118774 members 
Mstep: Class 12 contains 9890 members 
Mstep: Class 13 contains 17423 members 
Mstep: Class 15 contains 91168 members 
Mstep: Class 16 contains 166801 members 
Mstep: Class 17 contains 69847 members 
Mstep: Class 18 contains 2991 members 
Mstep: Class 19 contains 44363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970208.000000 Penalty: 41147.996094
Iteration 161Q: 19 clusters Score -1.279702e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164107 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 63112 members 
Mstep: Class 4 contains 173071 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2951 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28555 members 
Mstep: Class 9 contains 155439 members 
Mstep: Class 10 contains 164887 members 
Mstep: Class 11 contains 118773 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 17424 members 
Mstep: Class 15 contains 91165 members 
Mstep: Class 16 contains 166798 members 
Mstep: Class 17 contains 69841 members 
Mstep: Class 18 contains 2990 members 
Mstep: Class 19 contains 44363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970080.000000 Penalty: 41147.996094
Iteration 162Q: 19 clusters Score -1.279701e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164123 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 63102 members 
Mstep: Class 4 contains 173075 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2955 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28556 members 
Mstep: Class 9 contains 155440 members 
Mstep: Class 10 contains 164883 members 
Mstep: Class 11 contains 118771 members 
Mstep: Class 12 contains 9893 members 
Mstep: Class 13 contains 17424 members 
Mstep: Class 15 contains 91165 members 
Mstep: Class 16 contains 166793 members 
Mstep: Class 17 contains 69836 members 
Mstep: Class 18 contains 2990 members 
Mstep: Class 19 contains 44361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970128.000000 Penalty: 41147.996094
Iteration 163Q: 19 clusters Score -1.279701e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164129 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 63095 members 
Mstep: Class 4 contains 173088 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2958 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28556 members 
Mstep: Class 9 contains 155440 members 
Mstep: Class 10 contains 164874 members 
Mstep: Class 11 contains 118768 members 
Mstep: Class 12 contains 9894 members 
Mstep: Class 13 contains 17426 members 
Mstep: Class 15 contains 91173 members 
Mstep: Class 16 contains 166785 members 
Mstep: Class 17 contains 69830 members 
Mstep: Class 18 contains 2990 members 
Mstep: Class 19 contains 44361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970168.000000 Penalty: 41147.996094
Iteration 164Q: 19 clusters Score -1.279702e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164141 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 63090 members 
Mstep: Class 4 contains 173098 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28556 members 
Mstep: Class 9 contains 155447 members 
Mstep: Class 10 contains 164870 members 
Mstep: Class 11 contains 118763 members 
Mstep: Class 12 contains 9889 members 
Mstep: Class 13 contains 17425 members 
Mstep: Class 15 contains 91172 members 
Mstep: Class 16 contains 166783 members 
Mstep: Class 17 contains 69821 members 
Mstep: Class 18 contains 2989 members 
Mstep: Class 19 contains 44364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970096.000000 Penalty: 41147.996094
Iteration 165Q: 19 clusters Score -1.279701e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164150 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 63084 members 
Mstep: Class 4 contains 173100 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28557 members 
Mstep: Class 9 contains 155451 members 
Mstep: Class 10 contains 164866 members 
Mstep: Class 11 contains 118766 members 
Mstep: Class 12 contains 9886 members 
Mstep: Class 13 contains 17425 members 
Mstep: Class 15 contains 91169 members 
Mstep: Class 16 contains 166781 members 
Mstep: Class 17 contains 69816 members 
Mstep: Class 18 contains 2989 members 
Mstep: Class 19 contains 44368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970008.000000 Penalty: 41147.996094
Iteration 166Q: 19 clusters Score -1.2797e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164158 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 63081 members 
Mstep: Class 4 contains 173099 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28558 members 
Mstep: Class 9 contains 155451 members 
Mstep: Class 10 contains 164861 members 
Mstep: Class 11 contains 118771 members 
Mstep: Class 12 contains 9889 members 
Mstep: Class 13 contains 17424 members 
Mstep: Class 15 contains 91170 members 
Mstep: Class 16 contains 166775 members 
Mstep: Class 17 contains 69812 members 
Mstep: Class 18 contains 2989 members 
Mstep: Class 19 contains 44370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970024.000000 Penalty: 41147.996094
Iteration 167Q: 19 clusters Score -1.2797e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164170 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 63077 members 
Mstep: Class 4 contains 173104 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28560 members 
Mstep: Class 9 contains 155452 members 
Mstep: Class 10 contains 164857 members 
Mstep: Class 11 contains 118768 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 17422 members 
Mstep: Class 15 contains 91168 members 
Mstep: Class 16 contains 166774 members 
Mstep: Class 17 contains 69809 members 
Mstep: Class 18 contains 2989 members 
Mstep: Class 19 contains 44369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969968.000000 Penalty: 41147.996094
Iteration 168Q: 19 clusters Score -1.2797e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164175 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 63077 members 
Mstep: Class 4 contains 173107 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28563 members 
Mstep: Class 9 contains 155460 members 
Mstep: Class 10 contains 164856 members 
Mstep: Class 11 contains 118766 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 17421 members 
Mstep: Class 15 contains 91162 members 
Mstep: Class 16 contains 166770 members 
Mstep: Class 17 contains 69803 members 
Mstep: Class 18 contains 2989 members 
Mstep: Class 19 contains 44370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970000.000000 Penalty: 41147.996094
Iteration 169Q: 19 clusters Score -1.2797e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164184 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 63075 members 
Mstep: Class 4 contains 173105 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28563 members 
Mstep: Class 9 contains 155463 members 
Mstep: Class 10 contains 164854 members 
Mstep: Class 11 contains 118763 members 
Mstep: Class 12 contains 9887 members 
Mstep: Class 13 contains 17422 members 
Mstep: Class 15 contains 91162 members 
Mstep: Class 16 contains 166766 members 
Mstep: Class 17 contains 69799 members 
Mstep: Class 18 contains 2989 members 
Mstep: Class 19 contains 44375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969904.000000 Penalty: 41147.996094
Iteration 170Q: 19 clusters Score -1.279699e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164188 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 63075 members 
Mstep: Class 4 contains 173106 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28562 members 
Mstep: Class 9 contains 155467 members 
Mstep: Class 10 contains 164851 members 
Mstep: Class 11 contains 118761 members 
Mstep: Class 12 contains 9889 members 
Mstep: Class 13 contains 17419 members 
Mstep: Class 15 contains 91158 members 
Mstep: Class 16 contains 166764 members 
Mstep: Class 17 contains 69797 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969976.000000 Penalty: 41147.996094
Iteration 171Q: 19 clusters Score -1.2797e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164191 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 63073 members 
Mstep: Class 4 contains 173109 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28562 members 
Mstep: Class 9 contains 155464 members 
Mstep: Class 10 contains 164849 members 
Mstep: Class 11 contains 118758 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 17420 members 
Mstep: Class 15 contains 91159 members 
Mstep: Class 16 contains 166764 members 
Mstep: Class 17 contains 69796 members 
Mstep: Class 18 contains 2989 members 
Mstep: Class 19 contains 44383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969944.000000 Penalty: 41147.996094
Iteration 172Q: 19 clusters Score -1.279699e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164190 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 63072 members 
Mstep: Class 4 contains 173110 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28562 members 
Mstep: Class 9 contains 155463 members 
Mstep: Class 10 contains 164850 members 
Mstep: Class 11 contains 118753 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 17421 members 
Mstep: Class 15 contains 91159 members 
Mstep: Class 16 contains 166768 members 
Mstep: Class 17 contains 69796 members 
Mstep: Class 18 contains 2989 members 
Mstep: Class 19 contains 44383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969944.000000 Penalty: 41147.996094
Iteration 173Q: 19 clusters Score -1.279699e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164186 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 63071 members 
Mstep: Class 4 contains 173120 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28562 members 
Mstep: Class 9 contains 155463 members 
Mstep: Class 10 contains 164850 members 
Mstep: Class 11 contains 118746 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 17421 members 
Mstep: Class 15 contains 91160 members 
Mstep: Class 16 contains 166768 members 
Mstep: Class 17 contains 69795 members 
Mstep: Class 18 contains 2989 members 
Mstep: Class 19 contains 44385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969904.000000 Penalty: 41147.996094
Iteration 174Q: 19 clusters Score -1.279699e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164183 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 63072 members 
Mstep: Class 4 contains 173129 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28562 members 
Mstep: Class 9 contains 155461 members 
Mstep: Class 10 contains 164848 members 
Mstep: Class 11 contains 118738 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 17422 members 
Mstep: Class 15 contains 91162 members 
Mstep: Class 16 contains 166770 members 
Mstep: Class 17 contains 69795 members 
Mstep: Class 18 contains 2989 members 
Mstep: Class 19 contains 44385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969936.000000 Penalty: 41147.996094
Iteration 175Q: 19 clusters Score -1.279699e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164180 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 63072 members 
Mstep: Class 4 contains 173137 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28562 members 
Mstep: Class 9 contains 155461 members 
Mstep: Class 10 contains 164846 members 
Mstep: Class 11 contains 118730 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 17422 members 
Mstep: Class 15 contains 91164 members 
Mstep: Class 16 contains 166771 members 
Mstep: Class 17 contains 69796 members 
Mstep: Class 18 contains 2989 members 
Mstep: Class 19 contains 44385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969968.000000 Penalty: 41147.996094
Iteration 176Q: 19 clusters Score -1.2797e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164174 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 63071 members 
Mstep: Class 4 contains 173149 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28562 members 
Mstep: Class 9 contains 155462 members 
Mstep: Class 10 contains 164846 members 
Mstep: Class 11 contains 118723 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 17422 members 
Mstep: Class 15 contains 91162 members 
Mstep: Class 16 contains 166772 members 
Mstep: Class 17 contains 69797 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969952.000000 Penalty: 41147.996094
Iteration 177Q: 19 clusters Score -1.2797e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164174 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 63069 members 
Mstep: Class 4 contains 173160 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28562 members 
Mstep: Class 9 contains 155462 members 
Mstep: Class 10 contains 164850 members 
Mstep: Class 11 contains 118712 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 17421 members 
Mstep: Class 15 contains 91161 members 
Mstep: Class 16 contains 166770 members 
Mstep: Class 17 contains 69797 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969928.000000 Penalty: 41147.996094
Iteration 178Q: 19 clusters Score -1.279699e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164179 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 63068 members 
Mstep: Class 4 contains 173161 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28562 members 
Mstep: Class 9 contains 155464 members 
Mstep: Class 10 contains 164855 members 
Mstep: Class 11 contains 118704 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 17421 members 
Mstep: Class 15 contains 91157 members 
Mstep: Class 16 contains 166770 members 
Mstep: Class 17 contains 69796 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969872.000000 Penalty: 41147.996094
Iteration 179Q: 19 clusters Score -1.279699e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164182 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 63068 members 
Mstep: Class 4 contains 173158 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28562 members 
Mstep: Class 9 contains 155464 members 
Mstep: Class 10 contains 164858 members 
Mstep: Class 11 contains 118700 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 17421 members 
Mstep: Class 15 contains 91154 members 
Mstep: Class 16 contains 166772 members 
Mstep: Class 17 contains 69798 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969952.000000 Penalty: 41147.996094
Iteration 180F: 19 clusters Score -1.2797e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164184 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 63064 members 
Mstep: Class 4 contains 173165 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28561 members 
Mstep: Class 9 contains 155471 members 
Mstep: Class 10 contains 164858 members 
Mstep: Class 11 contains 118694 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 17421 members 
Mstep: Class 15 contains 91151 members 
Mstep: Class 16 contains 166772 members 
Mstep: Class 17 contains 69799 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969880.000000 Penalty: 41147.996094
Iteration 181Q: 19 clusters Score -1.279699e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164186 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 63063 members 
Mstep: Class 4 contains 173169 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28559 members 
Mstep: Class 9 contains 155475 members 
Mstep: Class 10 contains 164856 members 
Mstep: Class 11 contains 118689 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 17421 members 
Mstep: Class 15 contains 91150 members 
Mstep: Class 16 contains 166774 members 
Mstep: Class 17 contains 69798 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969848.000000 Penalty: 41147.996094
Iteration 182Q: 19 clusters Score -1.279698e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164187 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 63064 members 
Mstep: Class 4 contains 173172 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28559 members 
Mstep: Class 9 contains 155475 members 
Mstep: Class 10 contains 164856 members 
Mstep: Class 11 contains 118684 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 17421 members 
Mstep: Class 15 contains 91148 members 
Mstep: Class 16 contains 166777 members 
Mstep: Class 17 contains 69796 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969896.000000 Penalty: 41147.996094
Iteration 183Q: 19 clusters Score -1.279699e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164189 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 63062 members 
Mstep: Class 4 contains 173172 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28559 members 
Mstep: Class 9 contains 155474 members 
Mstep: Class 10 contains 164858 members 
Mstep: Class 11 contains 118684 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 17421 members 
Mstep: Class 15 contains 91147 members 
Mstep: Class 16 contains 166776 members 
Mstep: Class 17 contains 69796 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969928.000000 Penalty: 41147.996094
Iteration 184Q: 19 clusters Score -1.279699e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164190 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 63061 members 
Mstep: Class 4 contains 173167 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28559 members 
Mstep: Class 9 contains 155476 members 
Mstep: Class 10 contains 164859 members 
Mstep: Class 11 contains 118684 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 17421 members 
Mstep: Class 15 contains 91147 members 
Mstep: Class 16 contains 166775 members 
Mstep: Class 17 contains 69797 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969888.000000 Penalty: 41147.996094
Iteration 185Q: 19 clusters Score -1.279699e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164188 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 63061 members 
Mstep: Class 4 contains 173162 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28560 members 
Mstep: Class 9 contains 155477 members 
Mstep: Class 10 contains 164860 members 
Mstep: Class 11 contains 118683 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 17421 members 
Mstep: Class 15 contains 91149 members 
Mstep: Class 16 contains 166776 members 
Mstep: Class 17 contains 69798 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969864.000000 Penalty: 41147.996094
Iteration 186Q: 19 clusters Score -1.279699e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164184 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 63061 members 
Mstep: Class 4 contains 173159 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28560 members 
Mstep: Class 9 contains 155480 members 
Mstep: Class 10 contains 164857 members 
Mstep: Class 11 contains 118682 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 17422 members 
Mstep: Class 15 contains 91150 members 
Mstep: Class 16 contains 166777 members 
Mstep: Class 17 contains 69798 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969840.000000 Penalty: 41147.996094
Iteration 187Q: 19 clusters Score -1.279698e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164184 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 63063 members 
Mstep: Class 4 contains 173155 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28560 members 
Mstep: Class 9 contains 155485 members 
Mstep: Class 10 contains 164853 members 
Mstep: Class 11 contains 118681 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 17422 members 
Mstep: Class 15 contains 91150 members 
Mstep: Class 16 contains 166778 members 
Mstep: Class 17 contains 69798 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969864.000000 Penalty: 41147.996094
Iteration 188Q: 19 clusters Score -1.279699e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164183 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 63064 members 
Mstep: Class 4 contains 173156 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28560 members 
Mstep: Class 9 contains 155486 members 
Mstep: Class 10 contains 164851 members 
Mstep: Class 11 contains 118681 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 17423 members 
Mstep: Class 15 contains 91151 members 
Mstep: Class 16 contains 166778 members 
Mstep: Class 17 contains 69797 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969832.000000 Penalty: 41147.996094
Iteration 189Q: 19 clusters Score -1.279698e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164183 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 63062 members 
Mstep: Class 4 contains 173156 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28560 members 
Mstep: Class 9 contains 155491 members 
Mstep: Class 10 contains 164849 members 
Mstep: Class 11 contains 118680 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 17423 members 
Mstep: Class 15 contains 91151 members 
Mstep: Class 16 contains 166778 members 
Mstep: Class 17 contains 69797 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969824.000000 Penalty: 41147.996094
Iteration 190Q: 19 clusters Score -1.279698e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164184 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 63058 members 
Mstep: Class 4 contains 173155 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28560 members 
Mstep: Class 9 contains 155494 members 
Mstep: Class 10 contains 164849 members 
Mstep: Class 11 contains 118680 members 
Mstep: Class 12 contains 9889 members 
Mstep: Class 13 contains 17423 members 
Mstep: Class 15 contains 91150 members 
Mstep: Class 16 contains 166779 members 
Mstep: Class 17 contains 69797 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969856.000000 Penalty: 41147.996094
Iteration 191Q: 19 clusters Score -1.279699e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164186 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 63056 members 
Mstep: Class 4 contains 173154 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28560 members 
Mstep: Class 9 contains 155497 members 
Mstep: Class 10 contains 164846 members 
Mstep: Class 11 contains 118680 members 
Mstep: Class 12 contains 9889 members 
Mstep: Class 13 contains 17424 members 
Mstep: Class 15 contains 91150 members 
Mstep: Class 16 contains 166781 members 
Mstep: Class 17 contains 69795 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969904.000000 Penalty: 41147.996094
Iteration 192Q: 19 clusters Score -1.279699e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164187 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 63056 members 
Mstep: Class 4 contains 173154 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28560 members 
Mstep: Class 9 contains 155497 members 
Mstep: Class 10 contains 164846 members 
Mstep: Class 11 contains 118679 members 
Mstep: Class 12 contains 9889 members 
Mstep: Class 13 contains 17424 members 
Mstep: Class 15 contains 91151 members 
Mstep: Class 16 contains 166780 members 
Mstep: Class 17 contains 69795 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969880.000000 Penalty: 41147.996094
Iteration 193Q: 19 clusters Score -1.279699e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164188 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 63056 members 
Mstep: Class 4 contains 173156 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28560 members 
Mstep: Class 9 contains 155497 members 
Mstep: Class 10 contains 164845 members 
Mstep: Class 11 contains 118676 members 
Mstep: Class 12 contains 9889 members 
Mstep: Class 13 contains 17424 members 
Mstep: Class 15 contains 91150 members 
Mstep: Class 16 contains 166780 members 
Mstep: Class 17 contains 69796 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969904.000000 Penalty: 41147.996094
Iteration 194Q: 19 clusters Score -1.279699e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164188 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 63056 members 
Mstep: Class 4 contains 173158 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28560 members 
Mstep: Class 9 contains 155497 members 
Mstep: Class 10 contains 164845 members 
Mstep: Class 11 contains 118674 members 
Mstep: Class 12 contains 9889 members 
Mstep: Class 13 contains 17424 members 
Mstep: Class 15 contains 91150 members 
Mstep: Class 16 contains 166780 members 
Mstep: Class 17 contains 69796 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969928.000000 Penalty: 41147.996094
Iteration 195Q: 19 clusters Score -1.279699e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164188 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 63056 members 
Mstep: Class 4 contains 173159 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28560 members 
Mstep: Class 9 contains 155497 members 
Mstep: Class 10 contains 164845 members 
Mstep: Class 11 contains 118673 members 
Mstep: Class 12 contains 9889 members 
Mstep: Class 13 contains 17424 members 
Mstep: Class 15 contains 91150 members 
Mstep: Class 16 contains 166780 members 
Mstep: Class 17 contains 69796 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969920.000000 Penalty: 41147.996094
Iteration 196Q: 19 clusters Score -1.279699e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164188 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 63056 members 
Mstep: Class 4 contains 173159 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28560 members 
Mstep: Class 9 contains 155497 members 
Mstep: Class 10 contains 164845 members 
Mstep: Class 11 contains 118673 members 
Mstep: Class 12 contains 9889 members 
Mstep: Class 13 contains 17424 members 
Mstep: Class 15 contains 91150 members 
Mstep: Class 16 contains 166780 members 
Mstep: Class 17 contains 69796 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969920.000000 Penalty: 41147.996094
Iteration 197F: 19 clusters Score -1.279699e+08 nChanged 0
Entering ConstructFrom: 
Score: -127969920.000000 Penalty: 41147.996094
Entering ConstructFrom: 
Trying to split cluster 1 (164188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164188 members 
Entering Unmasked Estep 
Score: -16534267.000000 Penalty: 1951.424683
	Iteration 0F: 2 clusters Score -1.653427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82128 members 
Mstep: Class 2 contains 82060 members 
Entering Unmasked Estep 
Score: -16427356.000000 Penalty: 3902.849365
	Iteration 0F: 3 clusters Score -1.642736e+07 nChanged 79466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84906 members 
Mstep: Class 2 contains 79282 members 
Entering Unmasked Estep 
Score: -16473729.000000 Penalty: 3902.849365
	Iteration 1F: 3 clusters Score -1.647373e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86579 members 
Mstep: Class 2 contains 77609 members 
Entering Unmasked Estep 
Score: -16474510.000000 Penalty: 3902.849365
	Iteration 2Q: 3 clusters Score -1.647451e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89302 members 
Mstep: Class 2 contains 74886 members 
Entering Unmasked Estep 
Score: -16475498.000000 Penalty: 3902.849365
	Iteration 3Q: 3 clusters Score -1.64755e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93384 members 
Mstep: Class 2 contains 70804 members 
Entering Unmasked Estep 
Score: -16477005.000000 Penalty: 3902.849365
	Iteration 4Q: 3 clusters Score -1.6477e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99397 members 
Mstep: Class 2 contains 64791 members 
Entering Unmasked Estep 
Score: -16479349.000000 Penalty: 3902.849365
	Iteration 5Q: 3 clusters Score -1.647935e+07 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108238 members 
Mstep: Class 2 contains 55950 members 
Entering Unmasked Estep 
Score: -16484049.000000 Penalty: 3902.849365
	Iteration 6F: 3 clusters Score -1.648405e+07 nChanged 12189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120351 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -16492641.000000 Penalty: 3902.849365
	Iteration 7F: 3 clusters Score -1.649264e+07 nChanged 14733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135052 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -16505592.000000 Penalty: 3902.849365
	Iteration 8F: 3 clusters Score -1.650559e+07 nChanged 14118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149168 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -16520125.000000 Penalty: 3902.849365
	Iteration 9F: 3 clusters Score -1.652012e+07 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158706 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -16528801.000000 Penalty: 3902.849365
	Iteration 10F: 3 clusters Score -1.65288e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162532 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -16531504.000000 Penalty: 3902.849365
	Iteration 11Q: 3 clusters Score -1.65315e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163594 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -16532178.000000 Penalty: 3902.849365
	Iteration 12Q: 3 clusters Score -1.653218e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163866 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -16532365.000000 Penalty: 3902.849365
	Iteration 13Q: 3 clusters Score -1.653236e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163940 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16532462.000000 Penalty: 3902.849365
	Iteration 14Q: 3 clusters Score -1.653246e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163965 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16532487.000000 Penalty: 3902.849365
	Iteration 15Q: 3 clusters Score -1.653249e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163975 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16532535.000000 Penalty: 3902.849365
	Iteration 16Q: 3 clusters Score -1.653254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163976 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16532532.000000 Penalty: 3902.849365
	Iteration 17Q: 3 clusters Score -1.653253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163977 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16532548.000000 Penalty: 3902.849365
	Iteration 18Q: 3 clusters Score -1.653255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163980 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16532551.000000 Penalty: 3902.849365
	Iteration 19Q: 3 clusters Score -1.653255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163981 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16532556.000000 Penalty: 3902.849365
	Iteration 20F: 3 clusters Score -1.653256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163979 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16532564.000000 Penalty: 3902.849365
	Iteration 21Q: 3 clusters Score -1.653256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163977 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16532567.000000 Penalty: 3902.849365
	Iteration 22Q: 3 clusters Score -1.653257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163978 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16532570.000000 Penalty: 3902.849365
	Iteration 23Q: 3 clusters Score -1.653257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163981 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16532567.000000 Penalty: 3902.849365
	Iteration 24Q: 3 clusters Score -1.653257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163984 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16532574.000000 Penalty: 3902.849365
	Iteration 25Q: 3 clusters Score -1.653257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163985 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16532575.000000 Penalty: 3902.849365
	Iteration 26Q: 3 clusters Score -1.653258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163985 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16532575.000000 Penalty: 3902.849365
	Iteration 27F: 3 clusters Score -1.653258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Entering Unmasked Estep 
Score: -667058.312500 Penalty: 1427.972900
	Iteration 0F: 2 clusters Score -667058.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -662072.062500 Penalty: 2855.945801
	Iteration 0F: 3 clusters Score -662072.1 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -663434.625000 Penalty: 2855.945801
	Iteration 1F: 3 clusters Score -663434.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -663618.250000 Penalty: 2855.945801
	Iteration 2F: 3 clusters Score -663618.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -663741.937500 Penalty: 2855.945801
	Iteration 3Q: 3 clusters Score -663741.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -663882.312500 Penalty: 2855.945801
	Iteration 4Q: 3 clusters Score -663882.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -664049.937500 Penalty: 2855.945801
	Iteration 5Q: 3 clusters Score -664049.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -664237.375000 Penalty: 2855.945801
	Iteration 6Q: 3 clusters Score -664237.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -664450.687500 Penalty: 2855.945801
	Iteration 7F: 3 clusters Score -664450.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -664677.687500 Penalty: 2855.945801
	Iteration 8F: 3 clusters Score -664677.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -664907.250000 Penalty: 2855.945801
	Iteration 9Q: 3 clusters Score -664907.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -665133.875000 Penalty: 2855.945801
	Iteration 10Q: 3 clusters Score -665133.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -665376.375000 Penalty: 2855.945801
	Iteration 11Q: 3 clusters Score -665376.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -665585.875000 Penalty: 2855.945801
	Iteration 12Q: 3 clusters Score -665585.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -665725.812500 Penalty: 2855.945801
	Iteration 13Q: 3 clusters Score -665725.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -665823.625000 Penalty: 2855.945801
	Iteration 14Q: 3 clusters Score -665823.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -665866.375000 Penalty: 2855.945801
	Iteration 15Q: 3 clusters Score -665866.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -665889.125000 Penalty: 2855.945801
	Iteration 16Q: 3 clusters Score -665889.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -665905.375000 Penalty: 2855.945801
	Iteration 17Q: 3 clusters Score -665905.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -665914.562500 Penalty: 2855.945801
	Iteration 18Q: 3 clusters Score -665914.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -665920.875000 Penalty: 2855.945801
	Iteration 19Q: 3 clusters Score -665920.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -665928.812500 Penalty: 2855.945801
	Iteration 20F: 3 clusters Score -665928.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -665931.562500 Penalty: 2855.945801
	Iteration 21Q: 3 clusters Score -665931.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -665935.562500 Penalty: 2855.945801
	Iteration 22Q: 3 clusters Score -665935.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -665948.625000 Penalty: 2855.945801
	Iteration 23Q: 3 clusters Score -665948.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -665958.625000 Penalty: 2855.945801
	Iteration 24Q: 3 clusters Score -665958.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -665965.875000 Penalty: 2855.945801
	Iteration 25Q: 3 clusters Score -665965.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -665968.125000 Penalty: 2855.945801
	Iteration 26Q: 3 clusters Score -665968.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -665969.500000 Penalty: 2855.945801
	Iteration 27Q: 3 clusters Score -665969.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -665969.875000 Penalty: 2855.945801
	Iteration 28Q: 3 clusters Score -665969.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -665973.062500 Penalty: 2855.945801
	Iteration 29Q: 3 clusters Score -665973.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -665973.187500 Penalty: 2855.945801
	Iteration 30Q: 3 clusters Score -665973.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -665973.187500 Penalty: 2855.945801
	Iteration 31F: 3 clusters Score -665973.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (63056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63056 members 
Entering Unmasked Estep 
Score: -6422339.000000 Penalty: 1795.914062
	Iteration 0F: 2 clusters Score -6422339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -6380107.500000 Penalty: 3591.828125
	Iteration 0F: 3 clusters Score -6380108 nChanged 29740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -6397161.000000 Penalty: 3591.828125
	Iteration 1F: 3 clusters Score -6397161 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -6397670.500000 Penalty: 3591.828125
	Iteration 2Q: 3 clusters Score -6397670 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -6398163.000000 Penalty: 3591.828125
	Iteration 3Q: 3 clusters Score -6398163 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -6398713.500000 Penalty: 3591.828125
	Iteration 4Q: 3 clusters Score -6398714 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -6399315.000000 Penalty: 3591.828125
	Iteration 5Q: 3 clusters Score -6399315 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -6400095.000000 Penalty: 3591.828125
	Iteration 6Q: 3 clusters Score -6400095 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -6401145.500000 Penalty: 3591.828125
	Iteration 7Q: 3 clusters Score -6401146 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -6402633.500000 Penalty: 3591.828125
	Iteration 8Q: 3 clusters Score -6402634 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -6404714.500000 Penalty: 3591.828125
	Iteration 9F: 3 clusters Score -6404714 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -6407440.000000 Penalty: 3591.828125
	Iteration 10F: 3 clusters Score -6407440 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -6410507.000000 Penalty: 3591.828125
	Iteration 11F: 3 clusters Score -6410507 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -6413557.000000 Penalty: 3591.828125
	Iteration 12F: 3 clusters Score -6413557 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 57359 members 
Entering Unmasked Estep 
Score: -6416124.500000 Penalty: 3591.828125
	Iteration 13F: 3 clusters Score -6416124 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 59566 members 
Entering Unmasked Estep 
Score: -6418035.500000 Penalty: 3591.828125
	Iteration 14Q: 3 clusters Score -6418036 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -6419257.000000 Penalty: 3591.828125
	Iteration 15Q: 3 clusters Score -6419257 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 61898 members 
Entering Unmasked Estep 
Score: -6419964.000000 Penalty: 3591.828125
	Iteration 16Q: 3 clusters Score -6419964 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 62339 members 
Entering Unmasked Estep 
Score: -6420299.000000 Penalty: 3591.828125
	Iteration 17Q: 3 clusters Score -6420299 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 62542 members 
Entering Unmasked Estep 
Score: -6420440.000000 Penalty: 3591.828125
	Iteration 18Q: 3 clusters Score -6420440 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -6420537.000000 Penalty: 3591.828125
	Iteration 19Q: 3 clusters Score -6420537 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -6420602.000000 Penalty: 3591.828125
	Iteration 20F: 3 clusters Score -6420602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -6420641.500000 Penalty: 3591.828125
	Iteration 21Q: 3 clusters Score -6420642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 62776 members 
Entering Unmasked Estep 
Score: -6420687.500000 Penalty: 3591.828125
	Iteration 22Q: 3 clusters Score -6420688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 62792 members 
Entering Unmasked Estep 
Score: -6420718.000000 Penalty: 3591.828125
	Iteration 23Q: 3 clusters Score -6420718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
Score: -6420722.500000 Penalty: 3591.828125
	Iteration 24Q: 3 clusters Score -6420722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 62816 members 
Entering Unmasked Estep 
Score: -6420730.000000 Penalty: 3591.828125
	Iteration 25Q: 3 clusters Score -6420730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -6420742.500000 Penalty: 3591.828125
	Iteration 26Q: 3 clusters Score -6420742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -6420750.500000 Penalty: 3591.828125
	Iteration 27Q: 3 clusters Score -6420750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 62826 members 
Entering Unmasked Estep 
Score: -6420752.500000 Penalty: 3591.828125
	Iteration 28Q: 3 clusters Score -6420752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -6420749.000000 Penalty: 3591.828125
	Iteration 29Q: 3 clusters Score -6420749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 62833 members 
Entering Unmasked Estep 
Score: -6420765.000000 Penalty: 3591.828125
	Iteration 30Q: 3 clusters Score -6420765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 62834 members 
Entering Unmasked Estep 
Score: -6420767.000000 Penalty: 3591.828125
	Iteration 31Q: 3 clusters Score -6420767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 62834 members 
Entering Unmasked Estep 
Score: -6420767.000000 Penalty: 3591.828125
	Iteration 32F: 3 clusters Score -6420767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (173159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173159 members 
Entering Unmasked Estep 
Score: -17775134.000000 Penalty: 1960.069458
	Iteration 0F: 2 clusters Score -1.777513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86862 members 
Mstep: Class 2 contains 86297 members 
Entering Unmasked Estep 
Score: -17667220.000000 Penalty: 3920.138916
	Iteration 0F: 3 clusters Score -1.766722e+07 nChanged 83570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93428 members 
Mstep: Class 2 contains 79731 members 
Entering Unmasked Estep 
Score: -17716828.000000 Penalty: 3920.138916
	Iteration 1F: 3 clusters Score -1.771683e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98006 members 
Mstep: Class 2 contains 75153 members 
Entering Unmasked Estep 
Score: -17718848.000000 Penalty: 3920.138916
	Iteration 2Q: 3 clusters Score -1.771885e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104792 members 
Mstep: Class 2 contains 68367 members 
Entering Unmasked Estep 
Score: -17722168.000000 Penalty: 3920.138916
	Iteration 3Q: 3 clusters Score -1.772217e+07 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114247 members 
Mstep: Class 2 contains 58912 members 
Entering Unmasked Estep 
Score: -17727668.000000 Penalty: 3920.138916
	Iteration 4F: 3 clusters Score -1.772767e+07 nChanged 12852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126469 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -17736362.000000 Penalty: 3920.138916
	Iteration 5F: 3 clusters Score -1.773636e+07 nChanged 14483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140640 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -17748158.000000 Penalty: 3920.138916
	Iteration 6F: 3 clusters Score -1.774816e+07 nChanged 13469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153989 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -17759948.000000 Penalty: 3920.138916
	Iteration 7F: 3 clusters Score -1.775995e+07 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163974 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -17768072.000000 Penalty: 3920.138916
	Iteration 8F: 3 clusters Score -1.776807e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169326 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -17771768.000000 Penalty: 3920.138916
	Iteration 9Q: 3 clusters Score -1.777177e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171620 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -17773206.000000 Penalty: 3920.138916
	Iteration 10Q: 3 clusters Score -1.777321e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172438 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -17773378.000000 Penalty: 3920.138916
	Iteration 11Q: 3 clusters Score -1.777338e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172705 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -17773492.000000 Penalty: 3920.138916
	Iteration 12Q: 3 clusters Score -1.777349e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172811 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -17773498.000000 Penalty: 3920.138916
	Iteration 13Q: 3 clusters Score -1.77735e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172861 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -17773506.000000 Penalty: 3920.138916
	Iteration 14Q: 3 clusters Score -1.777351e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172881 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -17773534.000000 Penalty: 3920.138916
	Iteration 15Q: 3 clusters Score -1.777353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172891 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -17773544.000000 Penalty: 3920.138916
	Iteration 16Q: 3 clusters Score -1.777354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172896 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -17773546.000000 Penalty: 3920.138916
	Iteration 17Q: 3 clusters Score -1.777355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172903 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -17773558.000000 Penalty: 3920.138916
	Iteration 18Q: 3 clusters Score -1.777356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172907 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -17773566.000000 Penalty: 3920.138916
	Iteration 19Q: 3 clusters Score -1.777357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172906 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -17773568.000000 Penalty: 3920.138916
	Iteration 20F: 3 clusters Score -1.777357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172907 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -17773568.000000 Penalty: 3920.138916
	Iteration 21Q: 3 clusters Score -1.777357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172910 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -17773584.000000 Penalty: 3920.138916
	Iteration 22Q: 3 clusters Score -1.777358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172912 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -17773572.000000 Penalty: 3920.138916
	Iteration 23Q: 3 clusters Score -1.777357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172913 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -17773574.000000 Penalty: 3920.138916
	Iteration 24Q: 3 clusters Score -1.777357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172916 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -17773596.000000 Penalty: 3920.138916
	Iteration 25Q: 3 clusters Score -1.77736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172916 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -17773590.000000 Penalty: 3920.138916
	Iteration 26Q: 3 clusters Score -1.777359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172915 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -17773598.000000 Penalty: 3920.138916
	Iteration 27Q: 3 clusters Score -1.77736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172915 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -17773596.000000 Penalty: 3920.138916
	Iteration 28Q: 3 clusters Score -1.77736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172917 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -17773592.000000 Penalty: 3920.138916
	Iteration 29Q: 3 clusters Score -1.777359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172917 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -17773592.000000 Penalty: 3920.138916
	Iteration 30Q: 3 clusters Score -1.777359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172915 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -17773588.000000 Penalty: 3920.138916
	Iteration 31Q: 3 clusters Score -1.777359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172915 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -17773598.000000 Penalty: 3920.138916
	Iteration 32Q: 3 clusters Score -1.77736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172915 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -17773598.000000 Penalty: 3920.138916
	Iteration 33F: 3 clusters Score -1.77736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Entering Unmasked Estep 
Score: -490993.250000 Penalty: 1391.383179
	Iteration 0F: 2 clusters Score -490993.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -486930.687500 Penalty: 2782.766357
	Iteration 0F: 3 clusters Score -486930.7 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -488217.375000 Penalty: 2782.766357
	Iteration 1F: 3 clusters Score -488217.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -488441.500000 Penalty: 2782.766357
	Iteration 2F: 3 clusters Score -488441.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -488623.000000 Penalty: 2782.766357
	Iteration 3F: 3 clusters Score -488623 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -488813.125000 Penalty: 2782.766357
	Iteration 4F: 3 clusters Score -488813.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -489251.468750 Penalty: 2782.766357
	Iteration 5F: 3 clusters Score -489251.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -489864.625000 Penalty: 2782.766357
	Iteration 6F: 3 clusters Score -489864.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -490379.187500 Penalty: 2782.766357
	Iteration 7F: 3 clusters Score -490379.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -490716.500000 Penalty: 2782.766357
	Iteration 8F: 3 clusters Score -490716.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -490913.000000 Penalty: 2782.766357
	Iteration 9Q: 3 clusters Score -490913 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -490999.906250 Penalty: 2782.766357
	Iteration 10Q: 3 clusters Score -490999.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -491037.562500 Penalty: 2782.766357
	Iteration 11Q: 3 clusters Score -491037.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -491057.281250 Penalty: 2782.766357
	Iteration 12Q: 3 clusters Score -491057.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -491064.093750 Penalty: 2782.766357
	Iteration 13Q: 3 clusters Score -491064.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -491066.125000 Penalty: 2782.766357
	Iteration 14Q: 3 clusters Score -491066.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -491067.312500 Penalty: 2782.766357
	Iteration 15Q: 3 clusters Score -491067.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -491071.031250 Penalty: 2782.766357
	Iteration 16Q: 3 clusters Score -491071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -491071.656250 Penalty: 2782.766357
	Iteration 17Q: 3 clusters Score -491071.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -491072.000000 Penalty: 2782.766357
	Iteration 18Q: 3 clusters Score -491072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -491073.000000 Penalty: 2782.766357
	Iteration 19Q: 3 clusters Score -491073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -491073.000000 Penalty: 2782.766357
	Iteration 20F: 3 clusters Score -491073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 164188 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 63056 members 
Mstep: Class 4 contains 173159 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 28560 members 
Mstep: Class 9 contains 155497 members 
Mstep: Class 10 contains 164845 members 
Mstep: Class 11 contains 118673 members 
Mstep: Class 12 contains 9889 members 
Mstep: Class 13 contains 17424 members 
Mstep: Class 14 contains 4525 members 
Mstep: Class 15 contains 91150 members 
Mstep: Class 16 contains 166780 members 
Mstep: Class 17 contains 69796 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 44400 members 
Entering Unmasked Estep 
Score: -127969216.000000 Penalty: 43433.996094
Splitting cluster 5 changes total score from -127969920.000000 to -127969216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Entering Unmasked Estep 
Score: -303681.187500 Penalty: 1298.798584
	Iteration 0F: 2 clusters Score -303681.2 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 1452 members 
Entering Unmasked Estep 
Score: -300996.812500 Penalty: 2597.597168
	Iteration 0F: 3 clusters Score -300996.8 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -301543.375000 Penalty: 2597.597168
	Iteration 1F: 3 clusters Score -301543.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -301722.750000 Penalty: 2597.597168
	Iteration 2F: 3 clusters Score -301722.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -301891.718750 Penalty: 2597.597168
	Iteration 3F: 3 clusters Score -301891.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -302085.281250 Penalty: 2597.597168
	Iteration 4F: 3 clusters Score -302085.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -302296.593750 Penalty: 2597.597168
	Iteration 5F: 3 clusters Score -302296.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -302487.937500 Penalty: 2597.597168
	Iteration 6F: 3 clusters Score -302487.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -302669.531250 Penalty: 2597.597168
	Iteration 7F: 3 clusters Score -302669.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -302780.968750 Penalty: 2597.597168
	Iteration 8Q: 3 clusters Score -302781 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -302853.031250 Penalty: 2597.597168
	Iteration 9Q: 3 clusters Score -302853 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -302918.812500 Penalty: 2597.597168
	Iteration 10Q: 3 clusters Score -302918.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -302966.156250 Penalty: 2597.597168
	Iteration 11Q: 3 clusters Score -302966.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -302991.375000 Penalty: 2597.597168
	Iteration 12Q: 3 clusters Score -302991.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -303008.593750 Penalty: 2597.597168
	Iteration 13Q: 3 clusters Score -303008.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -303016.375000 Penalty: 2597.597168
	Iteration 14Q: 3 clusters Score -303016.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -303021.812500 Penalty: 2597.597168
	Iteration 15Q: 3 clusters Score -303021.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -303027.187500 Penalty: 2597.597168
	Iteration 16Q: 3 clusters Score -303027.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -303031.343750 Penalty: 2597.597168
	Iteration 17Q: 3 clusters Score -303031.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -303033.750000 Penalty: 2597.597168
	Iteration 18Q: 3 clusters Score -303033.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -303036.250000 Penalty: 2597.597168
	Iteration 19Q: 3 clusters Score -303036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -303038.968750 Penalty: 2597.597168
	Iteration 20F: 3 clusters Score -303039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -303040.468750 Penalty: 2597.597168
	Iteration 21Q: 3 clusters Score -303040.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -303042.593750 Penalty: 2597.597168
	Iteration 22Q: 3 clusters Score -303042.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -303042.875000 Penalty: 2597.597168
	Iteration 23Q: 3 clusters Score -303042.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -303042.875000 Penalty: 2597.597168
	Iteration 24F: 3 clusters Score -303042.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Entering Unmasked Estep 
Score: -169325.421875 Penalty: 1205.454346
	Iteration 0F: 2 clusters Score -169325.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -167429.906250 Penalty: 2410.908691
	Iteration 0F: 3 clusters Score -167429.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -167814.671875 Penalty: 2410.908691
	Iteration 1F: 3 clusters Score -167814.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -167891.796875 Penalty: 2410.908691
	Iteration 2F: 3 clusters Score -167891.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -167927.796875 Penalty: 2410.908691
	Iteration 3Q: 3 clusters Score -167927.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -167953.015625 Penalty: 2410.908691
	Iteration 4Q: 3 clusters Score -167953 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -167982.921875 Penalty: 2410.908691
	Iteration 5Q: 3 clusters Score -167982.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -168008.187500 Penalty: 2410.908691
	Iteration 6Q: 3 clusters Score -168008.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -168031.687500 Penalty: 2410.908691
	Iteration 7Q: 3 clusters Score -168031.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -168052.046875 Penalty: 2410.908691
	Iteration 8Q: 3 clusters Score -168052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -168079.250000 Penalty: 2410.908691
	Iteration 9Q: 3 clusters Score -168079.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -168104.250000 Penalty: 2410.908691
	Iteration 10Q: 3 clusters Score -168104.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -168130.765625 Penalty: 2410.908691
	Iteration 11Q: 3 clusters Score -168130.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -168148.968750 Penalty: 2410.908691
	Iteration 12Q: 3 clusters Score -168149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -168165.625000 Penalty: 2410.908691
	Iteration 13Q: 3 clusters Score -168165.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -168174.703125 Penalty: 2410.908691
	Iteration 14Q: 3 clusters Score -168174.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -168182.937500 Penalty: 2410.908691
	Iteration 15Q: 3 clusters Score -168182.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -168190.250000 Penalty: 2410.908691
	Iteration 16Q: 3 clusters Score -168190.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -168195.203125 Penalty: 2410.908691
	Iteration 17Q: 3 clusters Score -168195.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -168196.984375 Penalty: 2410.908691
	Iteration 18Q: 3 clusters Score -168197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -168197.531250 Penalty: 2410.908691
	Iteration 19Q: 3 clusters Score -168197.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -168198.390625 Penalty: 2410.908691
	Iteration 20F: 3 clusters Score -168198.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -168198.656250 Penalty: 2410.908691
	Iteration 21Q: 3 clusters Score -168198.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -168198.656250 Penalty: 2410.908691
	Iteration 22F: 3 clusters Score -168198.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Entering Unmasked Estep 
Score: -2792221.750000 Penalty: 1667.211426
	Iteration 0F: 2 clusters Score -2792222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2773089.750000 Penalty: 3334.422852
	Iteration 0F: 3 clusters Score -2773090 nChanged 13168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2780193.500000 Penalty: 3334.422852
	Iteration 1F: 3 clusters Score -2780194 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2780612.000000 Penalty: 3334.422852
	Iteration 2Q: 3 clusters Score -2780612 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2781134.250000 Penalty: 3334.422852
	Iteration 3Q: 3 clusters Score -2781134 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2781794.250000 Penalty: 3334.422852
	Iteration 4Q: 3 clusters Score -2781794 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2782653.500000 Penalty: 3334.422852
	Iteration 5Q: 3 clusters Score -2782654 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2783764.000000 Penalty: 3334.422852
	Iteration 6F: 3 clusters Score -2783764 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2785177.750000 Penalty: 3334.422852
	Iteration 7F: 3 clusters Score -2785178 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2786636.750000 Penalty: 3334.422852
	Iteration 8F: 3 clusters Score -2786637 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2787720.000000 Penalty: 3334.422852
	Iteration 9F: 3 clusters Score -2787720 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2788314.000000 Penalty: 3334.422852
	Iteration 10Q: 3 clusters Score -2788314 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2788635.250000 Penalty: 3334.422852
	Iteration 11Q: 3 clusters Score -2788635 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2788823.000000 Penalty: 3334.422852
	Iteration 12Q: 3 clusters Score -2788823 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2788969.250000 Penalty: 3334.422852
	Iteration 13Q: 3 clusters Score -2788969 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2789094.250000 Penalty: 3334.422852
	Iteration 14Q: 3 clusters Score -2789094 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2789209.250000 Penalty: 3334.422852
	Iteration 15Q: 3 clusters Score -2789209 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2789293.500000 Penalty: 3334.422852
	Iteration 16Q: 3 clusters Score -2789294 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2789376.500000 Penalty: 3334.422852
	Iteration 17Q: 3 clusters Score -2789376 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2789449.250000 Penalty: 3334.422852
	Iteration 18Q: 3 clusters Score -2789449 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2789527.250000 Penalty: 3334.422852
	Iteration 19Q: 3 clusters Score -2789527 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2789587.500000 Penalty: 3334.422852
	Iteration 20F: 3 clusters Score -2789588 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2789658.750000 Penalty: 3334.422852
	Iteration 21Q: 3 clusters Score -2789659 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2789739.000000 Penalty: 3334.422852
	Iteration 22Q: 3 clusters Score -2789739 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2789798.750000 Penalty: 3334.422852
	Iteration 23Q: 3 clusters Score -2789799 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -2789843.250000 Penalty: 3334.422852
	Iteration 24Q: 3 clusters Score -2789843 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -2789892.250000 Penalty: 3334.422852
	Iteration 25Q: 3 clusters Score -2789892 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -2789946.250000 Penalty: 3334.422852
	Iteration 26Q: 3 clusters Score -2789946 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -2790001.000000 Penalty: 3334.422852
	Iteration 27Q: 3 clusters Score -2790001 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -2790052.000000 Penalty: 3334.422852
	Iteration 28Q: 3 clusters Score -2790052 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -2790104.500000 Penalty: 3334.422852
	Iteration 29Q: 3 clusters Score -2790104 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -2790157.500000 Penalty: 3334.422852
	Iteration 30Q: 3 clusters Score -2790158 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -2790213.000000 Penalty: 3334.422852
	Iteration 31Q: 3 clusters Score -2790213 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -2790255.500000 Penalty: 3334.422852
	Iteration 32Q: 3 clusters Score -2790256 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -2790298.500000 Penalty: 3334.422852
	Iteration 33Q: 3 clusters Score -2790298 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -2790350.750000 Penalty: 3334.422852
	Iteration 34Q: 3 clusters Score -2790351 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -2790395.750000 Penalty: 3334.422852
	Iteration 35Q: 3 clusters Score -2790396 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -2790438.500000 Penalty: 3334.422852
	Iteration 36Q: 3 clusters Score -2790438 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -2790470.500000 Penalty: 3334.422852
	Iteration 37Q: 3 clusters Score -2790470 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -2790505.750000 Penalty: 3334.422852
	Iteration 38Q: 3 clusters Score -2790506 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -2790546.000000 Penalty: 3334.422852
	Iteration 39Q: 3 clusters Score -2790546 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -2790571.500000 Penalty: 3334.422852
	Iteration 40F: 3 clusters Score -2790572 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -2790595.500000 Penalty: 3334.422852
	Iteration 41Q: 3 clusters Score -2790596 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -2790631.000000 Penalty: 3334.422852
	Iteration 42Q: 3 clusters Score -2790631 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -2790639.500000 Penalty: 3334.422852
	Iteration 43Q: 3 clusters Score -2790640 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -2790648.750000 Penalty: 3334.422852
	Iteration 44Q: 3 clusters Score -2790649 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -2790657.750000 Penalty: 3334.422852
	Iteration 45Q: 3 clusters Score -2790658 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -2790666.000000 Penalty: 3334.422852
	Iteration 46Q: 3 clusters Score -2790666 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -2790683.750000 Penalty: 3334.422852
	Iteration 47Q: 3 clusters Score -2790684 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -2790696.750000 Penalty: 3334.422852
	Iteration 48Q: 3 clusters Score -2790697 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -2790709.750000 Penalty: 3334.422852
	Iteration 49Q: 3 clusters Score -2790710 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -2790732.000000 Penalty: 3334.422852
	Iteration 50Q: 3 clusters Score -2790732 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -2790751.000000 Penalty: 3334.422852
	Iteration 51Q: 3 clusters Score -2790751 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -2790761.750000 Penalty: 3334.422852
	Iteration 52Q: 3 clusters Score -2790762 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -2790771.000000 Penalty: 3334.422852
	Iteration 53Q: 3 clusters Score -2790771 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -2790777.750000 Penalty: 3334.422852
	Iteration 54Q: 3 clusters Score -2790778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -2790782.750000 Penalty: 3334.422852
	Iteration 55Q: 3 clusters Score -2790783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -2790784.750000 Penalty: 3334.422852
	Iteration 56Q: 3 clusters Score -2790785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -2790798.250000 Penalty: 3334.422852
	Iteration 57Q: 3 clusters Score -2790798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -2790808.250000 Penalty: 3334.422852
	Iteration 58Q: 3 clusters Score -2790808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -2790812.500000 Penalty: 3334.422852
	Iteration 59Q: 3 clusters Score -2790812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -2790816.250000 Penalty: 3334.422852
	Iteration 60F: 3 clusters Score -2790816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -2790821.250000 Penalty: 3334.422852
	Iteration 61Q: 3 clusters Score -2790821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -2790824.250000 Penalty: 3334.422852
	Iteration 62Q: 3 clusters Score -2790824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -2790834.750000 Penalty: 3334.422852
	Iteration 63Q: 3 clusters Score -2790835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -2790834.750000 Penalty: 3334.422852
	Iteration 64Q: 3 clusters Score -2790835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -2790838.250000 Penalty: 3334.422852
	Iteration 65Q: 3 clusters Score -2790838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -2790854.000000 Penalty: 3334.422852
	Iteration 66Q: 3 clusters Score -2790854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -2790857.750000 Penalty: 3334.422852
	Iteration 67Q: 3 clusters Score -2790858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -2790861.250000 Penalty: 3334.422852
	Iteration 68Q: 3 clusters Score -2790861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -2790865.500000 Penalty: 3334.422852
	Iteration 69Q: 3 clusters Score -2790866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -2790869.750000 Penalty: 3334.422852
	Iteration 70Q: 3 clusters Score -2790870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -2790876.750000 Penalty: 3334.422852
	Iteration 71Q: 3 clusters Score -2790877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -2790886.750000 Penalty: 3334.422852
	Iteration 72Q: 3 clusters Score -2790887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -2790895.500000 Penalty: 3334.422852
	Iteration 73Q: 3 clusters Score -2790896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -2790900.500000 Penalty: 3334.422852
	Iteration 74Q: 3 clusters Score -2790900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -2790907.250000 Penalty: 3334.422852
	Iteration 75Q: 3 clusters Score -2790907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -2790907.500000 Penalty: 3334.422852
	Iteration 76Q: 3 clusters Score -2790908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -2790913.000000 Penalty: 3334.422852
	Iteration 77Q: 3 clusters Score -2790913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -2790919.750000 Penalty: 3334.422852
	Iteration 78Q: 3 clusters Score -2790920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -2790923.000000 Penalty: 3334.422852
	Iteration 79Q: 3 clusters Score -2790923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -2790930.250000 Penalty: 3334.422852
	Iteration 80F: 3 clusters Score -2790930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -2790935.750000 Penalty: 3334.422852
	Iteration 81Q: 3 clusters Score -2790936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -2790937.000000 Penalty: 3334.422852
	Iteration 82Q: 3 clusters Score -2790937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -2790936.000000 Penalty: 3334.422852
	Iteration 83Q: 3 clusters Score -2790936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -2790932.000000 Penalty: 3334.422852
	Iteration 84Q: 3 clusters Score -2790932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -2790935.750000 Penalty: 3334.422852
	Iteration 85Q: 3 clusters Score -2790936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -2790939.250000 Penalty: 3334.422852
	Iteration 86Q: 3 clusters Score -2790939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -2790940.000000 Penalty: 3334.422852
	Iteration 87Q: 3 clusters Score -2790940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -2790941.000000 Penalty: 3334.422852
	Iteration 88Q: 3 clusters Score -2790941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -2790943.750000 Penalty: 3334.422852
	Iteration 89Q: 3 clusters Score -2790944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -2790940.000000 Penalty: 3334.422852
	Iteration 90Q: 3 clusters Score -2790940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -2790944.500000 Penalty: 3334.422852
	Iteration 91Q: 3 clusters Score -2790944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -2790948.750000 Penalty: 3334.422852
	Iteration 92Q: 3 clusters Score -2790949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -2790948.250000 Penalty: 3334.422852
	Iteration 93Q: 3 clusters Score -2790948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -2790945.250000 Penalty: 3334.422852
	Iteration 94Q: 3 clusters Score -2790945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -2790942.500000 Penalty: 3334.422852
	Iteration 95Q: 3 clusters Score -2790942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -2790945.500000 Penalty: 3334.422852
	Iteration 96Q: 3 clusters Score -2790946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -2790943.500000 Penalty: 3334.422852
	Iteration 97Q: 3 clusters Score -2790944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -2790946.000000 Penalty: 3334.422852
	Iteration 98Q: 3 clusters Score -2790946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -2790944.500000 Penalty: 3334.422852
	Iteration 99Q: 3 clusters Score -2790944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -2790946.000000 Penalty: 3334.422852
	Iteration 100F: 3 clusters Score -2790946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -2790949.500000 Penalty: 3334.422852
	Iteration 101Q: 3 clusters Score -2790950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -2790950.250000 Penalty: 3334.422852
	Iteration 102Q: 3 clusters Score -2790950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -2790949.750000 Penalty: 3334.422852
	Iteration 103Q: 3 clusters Score -2790950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -2790953.250000 Penalty: 3334.422852
	Iteration 104Q: 3 clusters Score -2790953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -2790954.250000 Penalty: 3334.422852
	Iteration 105Q: 3 clusters Score -2790954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -2790950.750000 Penalty: 3334.422852
	Iteration 106Q: 3 clusters Score -2790951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -2790952.500000 Penalty: 3334.422852
	Iteration 107Q: 3 clusters Score -2790952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -2790954.750000 Penalty: 3334.422852
	Iteration 108Q: 3 clusters Score -2790955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -2790956.500000 Penalty: 3334.422852
	Iteration 109Q: 3 clusters Score -2790956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -2790957.750000 Penalty: 3334.422852
	Iteration 110Q: 3 clusters Score -2790958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -2790958.250000 Penalty: 3334.422852
	Iteration 111Q: 3 clusters Score -2790958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -2790958.250000 Penalty: 3334.422852
	Iteration 112F: 3 clusters Score -2790958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (155497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155497 members 
Entering Unmasked Estep 
Score: -15793620.000000 Penalty: 1942.587036
	Iteration 0F: 2 clusters Score -1.579362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77981 members 
Mstep: Class 2 contains 77516 members 
Entering Unmasked Estep 
Score: -15691051.000000 Penalty: 3885.174072
	Iteration 0F: 3 clusters Score -1.569105e+07 nChanged 74884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83069 members 
Mstep: Class 2 contains 72428 members 
Entering Unmasked Estep 
Score: -15736249.000000 Penalty: 3885.174072
	Iteration 1F: 3 clusters Score -1.573625e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86272 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -15737829.000000 Penalty: 3885.174072
	Iteration 2Q: 3 clusters Score -1.573783e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90880 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -15740152.000000 Penalty: 3885.174072
	Iteration 3Q: 3 clusters Score -1.574015e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97416 members 
Mstep: Class 2 contains 58081 members 
Entering Unmasked Estep 
Score: -15744001.000000 Penalty: 3885.174072
	Iteration 4F: 3 clusters Score -1.5744e+07 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105798 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -15749559.000000 Penalty: 3885.174072
	Iteration 5F: 3 clusters Score -1.574956e+07 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116178 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -15757729.000000 Penalty: 3885.174072
	Iteration 6F: 3 clusters Score -1.575773e+07 nChanged 11517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127561 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -15767778.000000 Penalty: 3885.174072
	Iteration 7F: 3 clusters Score -1.576778e+07 nChanged 10613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138148 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -15777447.000000 Penalty: 3885.174072
	Iteration 8F: 3 clusters Score -1.577745e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146032 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -15784310.000000 Penalty: 3885.174072
	Iteration 9F: 3 clusters Score -1.578431e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150964 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -15788436.000000 Penalty: 3885.174072
	Iteration 10Q: 3 clusters Score -1.578844e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153452 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -15790360.000000 Penalty: 3885.174072
	Iteration 11Q: 3 clusters Score -1.579036e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154583 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -15791258.000000 Penalty: 3885.174072
	Iteration 12Q: 3 clusters Score -1.579126e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155017 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -15791665.000000 Penalty: 3885.174072
	Iteration 13Q: 3 clusters Score -1.579166e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155160 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -15791819.000000 Penalty: 3885.174072
	Iteration 14Q: 3 clusters Score -1.579182e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155225 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -15791907.000000 Penalty: 3885.174072
	Iteration 15Q: 3 clusters Score -1.579191e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155252 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -15791945.000000 Penalty: 3885.174072
	Iteration 16Q: 3 clusters Score -1.579194e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155262 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -15791960.000000 Penalty: 3885.174072
	Iteration 17Q: 3 clusters Score -1.579196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155270 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15791971.000000 Penalty: 3885.174072
	Iteration 18Q: 3 clusters Score -1.579197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155271 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -15791974.000000 Penalty: 3885.174072
	Iteration 19Q: 3 clusters Score -1.579197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155276 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15791984.000000 Penalty: 3885.174072
	Iteration 20F: 3 clusters Score -1.579198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155275 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15791984.000000 Penalty: 3885.174072
	Iteration 21Q: 3 clusters Score -1.579198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155272 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15791986.000000 Penalty: 3885.174072
	Iteration 22Q: 3 clusters Score -1.579199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155273 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -15791987.000000 Penalty: 3885.174072
	Iteration 23Q: 3 clusters Score -1.579199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155276 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15791997.000000 Penalty: 3885.174072
	Iteration 24Q: 3 clusters Score -1.5792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155279 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15792003.000000 Penalty: 3885.174072
	Iteration 25Q: 3 clusters Score -1.5792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155282 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15791998.000000 Penalty: 3885.174072
	Iteration 26Q: 3 clusters Score -1.5792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155283 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15792001.000000 Penalty: 3885.174072
	Iteration 27Q: 3 clusters Score -1.5792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155285 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15792004.000000 Penalty: 3885.174072
	Iteration 28Q: 3 clusters Score -1.5792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155286 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15792010.000000 Penalty: 3885.174072
	Iteration 29Q: 3 clusters Score -1.579201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155286 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15792010.000000 Penalty: 3885.174072
	Iteration 30F: 3 clusters Score -1.579201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164845 members 
Entering Unmasked Estep 
Score: -16930754.000000 Penalty: 1952.073730
	Iteration 0F: 2 clusters Score -1.693075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82322 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -16826094.000000 Penalty: 3904.147461
	Iteration 0F: 3 clusters Score -1.682609e+07 nChanged 79633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79497 members 
Mstep: Class 2 contains 85348 members 
Entering Unmasked Estep 
Score: -16872546.000000 Penalty: 3904.147461
	Iteration 1F: 3 clusters Score -1.687255e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77431 members 
Mstep: Class 2 contains 87414 members 
Entering Unmasked Estep 
Score: -16873496.000000 Penalty: 3904.147461
	Iteration 2Q: 3 clusters Score -1.68735e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 90602 members 
Entering Unmasked Estep 
Score: -16874572.000000 Penalty: 3904.147461
	Iteration 3Q: 3 clusters Score -1.687457e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69178 members 
Mstep: Class 2 contains 95667 members 
Entering Unmasked Estep 
Score: -16876248.000000 Penalty: 3904.147461
	Iteration 4Q: 3 clusters Score -1.687625e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 103392 members 
Entering Unmasked Estep 
Score: -16879814.000000 Penalty: 3904.147461
	Iteration 5Q: 3 clusters Score -1.687981e+07 nChanged 11222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 114486 members 
Entering Unmasked Estep 
Score: -16886754.000000 Penalty: 3904.147461
	Iteration 6F: 3 clusters Score -1.688675e+07 nChanged 14494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 128934 members 
Entering Unmasked Estep 
Score: -16898224.000000 Penalty: 3904.147461
	Iteration 7F: 3 clusters Score -1.689822e+07 nChanged 15409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 144331 members 
Entering Unmasked Estep 
Score: -16913150.000000 Penalty: 3904.147461
	Iteration 8F: 3 clusters Score -1.691315e+07 nChanged 11646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 155967 members 
Entering Unmasked Estep 
Score: -16923274.000000 Penalty: 3904.147461
	Iteration 9F: 3 clusters Score -1.692327e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 161645 members 
Entering Unmasked Estep 
Score: -16927462.000000 Penalty: 3904.147461
	Iteration 10Q: 3 clusters Score -1.692746e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 163592 members 
Entering Unmasked Estep 
Score: -16928830.000000 Penalty: 3904.147461
	Iteration 11Q: 3 clusters Score -1.692883e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 164183 members 
Entering Unmasked Estep 
Score: -16929170.000000 Penalty: 3904.147461
	Iteration 12Q: 3 clusters Score -1.692917e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 164330 members 
Entering Unmasked Estep 
Score: -16929338.000000 Penalty: 3904.147461
	Iteration 13Q: 3 clusters Score -1.692934e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 164362 members 
Entering Unmasked Estep 
Score: -16929400.000000 Penalty: 3904.147461
	Iteration 14Q: 3 clusters Score -1.69294e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 164357 members 
Entering Unmasked Estep 
Score: -16929462.000000 Penalty: 3904.147461
	Iteration 15Q: 3 clusters Score -1.692946e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 164350 members 
Entering Unmasked Estep 
Score: -16929486.000000 Penalty: 3904.147461
	Iteration 16Q: 3 clusters Score -1.692949e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 164350 members 
Entering Unmasked Estep 
Score: -16929520.000000 Penalty: 3904.147461
	Iteration 17Q: 3 clusters Score -1.692952e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 164344 members 
Entering Unmasked Estep 
Score: -16929550.000000 Penalty: 3904.147461
	Iteration 18Q: 3 clusters Score -1.692955e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 164339 members 
Entering Unmasked Estep 
Score: -16929598.000000 Penalty: 3904.147461
	Iteration 19Q: 3 clusters Score -1.69296e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 164341 members 
Entering Unmasked Estep 
Score: -16929590.000000 Penalty: 3904.147461
	Iteration 20F: 3 clusters Score -1.692959e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 164337 members 
Entering Unmasked Estep 
Score: -16929608.000000 Penalty: 3904.147461
	Iteration 21Q: 3 clusters Score -1.692961e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 164337 members 
Entering Unmasked Estep 
Score: -16929608.000000 Penalty: 3904.147461
	Iteration 22Q: 3 clusters Score -1.692961e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 164336 members 
Entering Unmasked Estep 
Score: -16929632.000000 Penalty: 3904.147461
	Iteration 23Q: 3 clusters Score -1.692963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 164334 members 
Entering Unmasked Estep 
Score: -16929636.000000 Penalty: 3904.147461
	Iteration 24Q: 3 clusters Score -1.692964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 164335 members 
Entering Unmasked Estep 
Score: -16929636.000000 Penalty: 3904.147461
	Iteration 25Q: 3 clusters Score -1.692964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 164335 members 
Entering Unmasked Estep 
Score: -16929648.000000 Penalty: 3904.147461
	Iteration 26Q: 3 clusters Score -1.692965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 164329 members 
Entering Unmasked Estep 
Score: -16929652.000000 Penalty: 3904.147461
	Iteration 27Q: 3 clusters Score -1.692965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 164328 members 
Entering Unmasked Estep 
Score: -16929646.000000 Penalty: 3904.147461
	Iteration 28Q: 3 clusters Score -1.692965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 164325 members 
Entering Unmasked Estep 
Score: -16929652.000000 Penalty: 3904.147461
	Iteration 29Q: 3 clusters Score -1.692965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 164320 members 
Entering Unmasked Estep 
Score: -16929656.000000 Penalty: 3904.147461
	Iteration 30Q: 3 clusters Score -1.692966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 164317 members 
Entering Unmasked Estep 
Score: -16929656.000000 Penalty: 3904.147461
	Iteration 31Q: 3 clusters Score -1.692966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 164314 members 
Entering Unmasked Estep 
Score: -16929652.000000 Penalty: 3904.147461
	Iteration 32Q: 3 clusters Score -1.692965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 164313 members 
Entering Unmasked Estep 
Score: -16929656.000000 Penalty: 3904.147461
	Iteration 33Q: 3 clusters Score -1.692966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 164314 members 
Entering Unmasked Estep 
Score: -16929652.000000 Penalty: 3904.147461
	Iteration 34Q: 3 clusters Score -1.692965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 164311 members 
Entering Unmasked Estep 
Score: -16929656.000000 Penalty: 3904.147461
	Iteration 35Q: 3 clusters Score -1.692966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 164309 members 
Entering Unmasked Estep 
Score: -16929668.000000 Penalty: 3904.147461
	Iteration 36Q: 3 clusters Score -1.692967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 164310 members 
Entering Unmasked Estep 
Score: -16929666.000000 Penalty: 3904.147461
	Iteration 37Q: 3 clusters Score -1.692967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 164310 members 
Entering Unmasked Estep 
Score: -16929670.000000 Penalty: 3904.147461
	Iteration 38Q: 3 clusters Score -1.692967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 164310 members 
Entering Unmasked Estep 
Score: -16929670.000000 Penalty: 3904.147461
	Iteration 39F: 3 clusters Score -1.692967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (118673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118673 members 
Entering Unmasked Estep 
Score: -12183067.000000 Penalty: 1898.670654
	Iteration 0F: 2 clusters Score -1.218307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -12104023.000000 Penalty: 3797.341309
	Iteration 0F: 3 clusters Score -1.210402e+07 nChanged 57137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 62979 members 
Entering Unmasked Estep 
Score: -12137812.000000 Penalty: 3797.341309
	Iteration 1F: 3 clusters Score -1.213781e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -12138901.000000 Penalty: 3797.341309
	Iteration 2Q: 3 clusters Score -1.21389e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
Score: -12141008.000000 Penalty: 3797.341309
	Iteration 3Q: 3 clusters Score -1.214101e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 74523 members 
Entering Unmasked Estep 
Score: -12144850.000000 Penalty: 3797.341309
	Iteration 4F: 3 clusters Score -1.214485e+07 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 82013 members 
Entering Unmasked Estep 
Score: -12151385.000000 Penalty: 3797.341309
	Iteration 5F: 3 clusters Score -1.215138e+07 nChanged 10314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 90779 members 
Entering Unmasked Estep 
Score: -12160251.000000 Penalty: 3797.341309
	Iteration 6F: 3 clusters Score -1.216025e+07 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 98878 members 
Entering Unmasked Estep 
Score: -12168585.000000 Penalty: 3797.341309
	Iteration 7F: 3 clusters Score -1.216858e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 104660 members 
Entering Unmasked Estep 
Score: -12174706.000000 Penalty: 3797.341309
	Iteration 8F: 3 clusters Score -1.217471e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 107863 members 
Entering Unmasked Estep 
Score: -12178518.000000 Penalty: 3797.341309
	Iteration 9Q: 3 clusters Score -1.217852e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 109338 members 
Entering Unmasked Estep 
Score: -12180251.000000 Penalty: 3797.341309
	Iteration 10Q: 3 clusters Score -1.218025e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 110121 members 
Entering Unmasked Estep 
Score: -12180914.000000 Penalty: 3797.341309
	Iteration 11Q: 3 clusters Score -1.218091e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 110690 members 
Entering Unmasked Estep 
Score: -12181230.000000 Penalty: 3797.341309
	Iteration 12Q: 3 clusters Score -1.218123e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 111160 members 
Entering Unmasked Estep 
Score: -12181367.000000 Penalty: 3797.341309
	Iteration 13Q: 3 clusters Score -1.218137e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 111589 members 
Entering Unmasked Estep 
Score: -12181461.000000 Penalty: 3797.341309
	Iteration 14Q: 3 clusters Score -1.218146e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 111985 members 
Entering Unmasked Estep 
Score: -12181563.000000 Penalty: 3797.341309
	Iteration 15Q: 3 clusters Score -1.218156e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 112362 members 
Entering Unmasked Estep 
Score: -12181635.000000 Penalty: 3797.341309
	Iteration 16Q: 3 clusters Score -1.218164e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 112757 members 
Entering Unmasked Estep 
Score: -12181733.000000 Penalty: 3797.341309
	Iteration 17Q: 3 clusters Score -1.218173e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 113135 members 
Entering Unmasked Estep 
Score: -12181882.000000 Penalty: 3797.341309
	Iteration 18Q: 3 clusters Score -1.218188e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 113460 members 
Entering Unmasked Estep 
Score: -12181927.000000 Penalty: 3797.341309
	Iteration 19Q: 3 clusters Score -1.218193e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 113751 members 
Entering Unmasked Estep 
Score: -12181955.000000 Penalty: 3797.341309
	Iteration 20F: 3 clusters Score -1.218196e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 114012 members 
Entering Unmasked Estep 
Score: -12182007.000000 Penalty: 3797.341309
	Iteration 21Q: 3 clusters Score -1.218201e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 114230 members 
Entering Unmasked Estep 
Score: -12182074.000000 Penalty: 3797.341309
	Iteration 22Q: 3 clusters Score -1.218207e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 114432 members 
Entering Unmasked Estep 
Score: -12182108.000000 Penalty: 3797.341309
	Iteration 23Q: 3 clusters Score -1.218211e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 114615 members 
Entering Unmasked Estep 
Score: -12182132.000000 Penalty: 3797.341309
	Iteration 24Q: 3 clusters Score -1.218213e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 114768 members 
Entering Unmasked Estep 
Score: -12182150.000000 Penalty: 3797.341309
	Iteration 25Q: 3 clusters Score -1.218215e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 114901 members 
Entering Unmasked Estep 
Score: -12182183.000000 Penalty: 3797.341309
	Iteration 26Q: 3 clusters Score -1.218218e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 115003 members 
Entering Unmasked Estep 
Score: -12182177.000000 Penalty: 3797.341309
	Iteration 27Q: 3 clusters Score -1.218218e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 115099 members 
Entering Unmasked Estep 
Score: -12182180.000000 Penalty: 3797.341309
	Iteration 28Q: 3 clusters Score -1.218218e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 115189 members 
Entering Unmasked Estep 
Score: -12182203.000000 Penalty: 3797.341309
	Iteration 29Q: 3 clusters Score -1.21822e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 115261 members 
Entering Unmasked Estep 
Score: -12182220.000000 Penalty: 3797.341309
	Iteration 30Q: 3 clusters Score -1.218222e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 115320 members 
Entering Unmasked Estep 
Score: -12182227.000000 Penalty: 3797.341309
	Iteration 31Q: 3 clusters Score -1.218223e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 115401 members 
Entering Unmasked Estep 
Score: -12182233.000000 Penalty: 3797.341309
	Iteration 32Q: 3 clusters Score -1.218223e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 115461 members 
Entering Unmasked Estep 
Score: -12182244.000000 Penalty: 3797.341309
	Iteration 33Q: 3 clusters Score -1.218224e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 115515 members 
Entering Unmasked Estep 
Score: -12182258.000000 Penalty: 3797.341309
	Iteration 34Q: 3 clusters Score -1.218226e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 115566 members 
Entering Unmasked Estep 
Score: -12182281.000000 Penalty: 3797.341309
	Iteration 35Q: 3 clusters Score -1.218228e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 115602 members 
Entering Unmasked Estep 
Score: -12182282.000000 Penalty: 3797.341309
	Iteration 36Q: 3 clusters Score -1.218228e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 115646 members 
Entering Unmasked Estep 
Score: -12182329.000000 Penalty: 3797.341309
	Iteration 37Q: 3 clusters Score -1.218233e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 115687 members 
Entering Unmasked Estep 
Score: -12182324.000000 Penalty: 3797.341309
	Iteration 38Q: 3 clusters Score -1.218232e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 115722 members 
Entering Unmasked Estep 
Score: -12182324.000000 Penalty: 3797.341309
	Iteration 39Q: 3 clusters Score -1.218232e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 115757 members 
Entering Unmasked Estep 
Score: -12182314.000000 Penalty: 3797.341309
	Iteration 40F: 3 clusters Score -1.218231e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 115790 members 
Entering Unmasked Estep 
Score: -12182323.000000 Penalty: 3797.341309
	Iteration 41Q: 3 clusters Score -1.218232e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 115810 members 
Entering Unmasked Estep 
Score: -12182337.000000 Penalty: 3797.341309
	Iteration 42Q: 3 clusters Score -1.218234e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 115829 members 
Entering Unmasked Estep 
Score: -12182332.000000 Penalty: 3797.341309
	Iteration 43Q: 3 clusters Score -1.218233e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 115850 members 
Entering Unmasked Estep 
Score: -12182339.000000 Penalty: 3797.341309
	Iteration 44Q: 3 clusters Score -1.218234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 115869 members 
Entering Unmasked Estep 
Score: -12182346.000000 Penalty: 3797.341309
	Iteration 45Q: 3 clusters Score -1.218235e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 115888 members 
Entering Unmasked Estep 
Score: -12182346.000000 Penalty: 3797.341309
	Iteration 46Q: 3 clusters Score -1.218235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 115901 members 
Entering Unmasked Estep 
Score: -12182336.000000 Penalty: 3797.341309
	Iteration 47Q: 3 clusters Score -1.218234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 115913 members 
Entering Unmasked Estep 
Score: -12182327.000000 Penalty: 3797.341309
	Iteration 48Q: 3 clusters Score -1.218233e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 115928 members 
Entering Unmasked Estep 
Score: -12182327.000000 Penalty: 3797.341309
	Iteration 49Q: 3 clusters Score -1.218233e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 115946 members 
Entering Unmasked Estep 
Score: -12182319.000000 Penalty: 3797.341309
	Iteration 50Q: 3 clusters Score -1.218232e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 115963 members 
Entering Unmasked Estep 
Score: -12182330.000000 Penalty: 3797.341309
	Iteration 51Q: 3 clusters Score -1.218233e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 115979 members 
Entering Unmasked Estep 
Score: -12182338.000000 Penalty: 3797.341309
	Iteration 52Q: 3 clusters Score -1.218234e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 115995 members 
Entering Unmasked Estep 
Score: -12182333.000000 Penalty: 3797.341309
	Iteration 53Q: 3 clusters Score -1.218233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 116006 members 
Entering Unmasked Estep 
Score: -12182335.000000 Penalty: 3797.341309
	Iteration 54Q: 3 clusters Score -1.218234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 116020 members 
Entering Unmasked Estep 
Score: -12182328.000000 Penalty: 3797.341309
	Iteration 55Q: 3 clusters Score -1.218233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 116032 members 
Entering Unmasked Estep 
Score: -12182330.000000 Penalty: 3797.341309
	Iteration 56Q: 3 clusters Score -1.218233e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 116047 members 
Entering Unmasked Estep 
Score: -12182322.000000 Penalty: 3797.341309
	Iteration 57Q: 3 clusters Score -1.218232e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 116067 members 
Entering Unmasked Estep 
Score: -12182329.000000 Penalty: 3797.341309
	Iteration 58Q: 3 clusters Score -1.218233e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 116084 members 
Entering Unmasked Estep 
Score: -12182343.000000 Penalty: 3797.341309
	Iteration 59Q: 3 clusters Score -1.218234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 116096 members 
Entering Unmasked Estep 
Score: -12182348.000000 Penalty: 3797.341309
	Iteration 60F: 3 clusters Score -1.218235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 116107 members 
Entering Unmasked Estep 
Score: -12182327.000000 Penalty: 3797.341309
	Iteration 61Q: 3 clusters Score -1.218233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 116121 members 
Entering Unmasked Estep 
Score: -12182327.000000 Penalty: 3797.341309
	Iteration 62Q: 3 clusters Score -1.218233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 116129 members 
Entering Unmasked Estep 
Score: -12182338.000000 Penalty: 3797.341309
	Iteration 63Q: 3 clusters Score -1.218234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 116138 members 
Entering Unmasked Estep 
Score: -12182344.000000 Penalty: 3797.341309
	Iteration 64Q: 3 clusters Score -1.218234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 116148 members 
Entering Unmasked Estep 
Score: -12182338.000000 Penalty: 3797.341309
	Iteration 65Q: 3 clusters Score -1.218234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 116160 members 
Entering Unmasked Estep 
Score: -12182343.000000 Penalty: 3797.341309
	Iteration 66Q: 3 clusters Score -1.218234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 116173 members 
Entering Unmasked Estep 
Score: -12182344.000000 Penalty: 3797.341309
	Iteration 67Q: 3 clusters Score -1.218234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 116187 members 
Entering Unmasked Estep 
Score: -12182349.000000 Penalty: 3797.341309
	Iteration 68Q: 3 clusters Score -1.218235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 116198 members 
Entering Unmasked Estep 
Score: -12182355.000000 Penalty: 3797.341309
	Iteration 69Q: 3 clusters Score -1.218236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 116204 members 
Entering Unmasked Estep 
Score: -12182349.000000 Penalty: 3797.341309
	Iteration 70Q: 3 clusters Score -1.218235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 116211 members 
Entering Unmasked Estep 
Score: -12182355.000000 Penalty: 3797.341309
	Iteration 71Q: 3 clusters Score -1.218236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 116222 members 
Entering Unmasked Estep 
Score: -12182347.000000 Penalty: 3797.341309
	Iteration 72Q: 3 clusters Score -1.218235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 116233 members 
Entering Unmasked Estep 
Score: -12182352.000000 Penalty: 3797.341309
	Iteration 73Q: 3 clusters Score -1.218235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 116243 members 
Entering Unmasked Estep 
Score: -12182355.000000 Penalty: 3797.341309
	Iteration 74Q: 3 clusters Score -1.218236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 116248 members 
Entering Unmasked Estep 
Score: -12182375.000000 Penalty: 3797.341309
	Iteration 75Q: 3 clusters Score -1.218238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 116252 members 
Entering Unmasked Estep 
Score: -12182376.000000 Penalty: 3797.341309
	Iteration 76Q: 3 clusters Score -1.218238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 116261 members 
Entering Unmasked Estep 
Score: -12182355.000000 Penalty: 3797.341309
	Iteration 77Q: 3 clusters Score -1.218236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 116264 members 
Entering Unmasked Estep 
Score: -12182350.000000 Penalty: 3797.341309
	Iteration 78Q: 3 clusters Score -1.218235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 116269 members 
Entering Unmasked Estep 
Score: -12182352.000000 Penalty: 3797.341309
	Iteration 79Q: 3 clusters Score -1.218235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 116273 members 
Entering Unmasked Estep 
Score: -12182354.000000 Penalty: 3797.341309
	Iteration 80F: 3 clusters Score -1.218235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 116278 members 
Entering Unmasked Estep 
Score: -12182356.000000 Penalty: 3797.341309
	Iteration 81Q: 3 clusters Score -1.218236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 116281 members 
Entering Unmasked Estep 
Score: -12182352.000000 Penalty: 3797.341309
	Iteration 82Q: 3 clusters Score -1.218235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 116281 members 
Entering Unmasked Estep 
Score: -12182353.000000 Penalty: 3797.341309
	Iteration 83Q: 3 clusters Score -1.218235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 116287 members 
Entering Unmasked Estep 
Score: -12182344.000000 Penalty: 3797.341309
	Iteration 84Q: 3 clusters Score -1.218234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 116288 members 
Entering Unmasked Estep 
Score: -12182358.000000 Penalty: 3797.341309
	Iteration 85Q: 3 clusters Score -1.218236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 116290 members 
Entering Unmasked Estep 
Score: -12182356.000000 Penalty: 3797.341309
	Iteration 86Q: 3 clusters Score -1.218236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 116291 members 
Entering Unmasked Estep 
Score: -12182347.000000 Penalty: 3797.341309
	Iteration 87Q: 3 clusters Score -1.218235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 116291 members 
Entering Unmasked Estep 
Score: -12182347.000000 Penalty: 3797.341309
	Iteration 88F: 3 clusters Score -1.218235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Entering Unmasked Estep 
Score: -1002290.437500 Penalty: 1494.866577
	Iteration 0F: 2 clusters Score -1002290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -995212.437500 Penalty: 2989.733154
	Iteration 0F: 3 clusters Score -995212.4 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -997503.937500 Penalty: 2989.733154
	Iteration 1F: 3 clusters Score -997503.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -997760.437500 Penalty: 2989.733154
	Iteration 2F: 3 clusters Score -997760.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -998010.062500 Penalty: 2989.733154
	Iteration 3F: 3 clusters Score -998010.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -998313.437500 Penalty: 2989.733154
	Iteration 4F: 3 clusters Score -998313.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -998657.812500 Penalty: 2989.733154
	Iteration 5F: 3 clusters Score -998657.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -999047.875000 Penalty: 2989.733154
	Iteration 6F: 3 clusters Score -999047.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -999534.937500 Penalty: 2989.733154
	Iteration 7F: 3 clusters Score -999534.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1000041.937500 Penalty: 2989.733154
	Iteration 8F: 3 clusters Score -1000042 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1000489.250000 Penalty: 2989.733154
	Iteration 9Q: 3 clusters Score -1000489 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1000768.312500 Penalty: 2989.733154
	Iteration 10Q: 3 clusters Score -1000768 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1000946.187500 Penalty: 2989.733154
	Iteration 11Q: 3 clusters Score -1000946 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1001029.062500 Penalty: 2989.733154
	Iteration 12Q: 3 clusters Score -1001029 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1001081.062500 Penalty: 2989.733154
	Iteration 13Q: 3 clusters Score -1001081 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1001115.187500 Penalty: 2989.733154
	Iteration 14Q: 3 clusters Score -1001115 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1001141.812500 Penalty: 2989.733154
	Iteration 15Q: 3 clusters Score -1001142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1001157.250000 Penalty: 2989.733154
	Iteration 16Q: 3 clusters Score -1001157 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1001171.312500 Penalty: 2989.733154
	Iteration 17Q: 3 clusters Score -1001171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1001181.687500 Penalty: 2989.733154
	Iteration 18Q: 3 clusters Score -1001182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1001191.000000 Penalty: 2989.733154
	Iteration 19Q: 3 clusters Score -1001191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1001194.375000 Penalty: 2989.733154
	Iteration 20F: 3 clusters Score -1001194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1001197.000000 Penalty: 2989.733154
	Iteration 21Q: 3 clusters Score -1001197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1001204.125000 Penalty: 2989.733154
	Iteration 22Q: 3 clusters Score -1001204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1001205.250000 Penalty: 2989.733154
	Iteration 23Q: 3 clusters Score -1001205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1001207.125000 Penalty: 2989.733154
	Iteration 24Q: 3 clusters Score -1001207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1001210.375000 Penalty: 2989.733154
	Iteration 25Q: 3 clusters Score -1001210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1001213.875000 Penalty: 2989.733154
	Iteration 26Q: 3 clusters Score -1001214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1001216.187500 Penalty: 2989.733154
	Iteration 27Q: 3 clusters Score -1001216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1001216.250000 Penalty: 2989.733154
	Iteration 28Q: 3 clusters Score -1001216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1001216.750000 Penalty: 2989.733154
	Iteration 29Q: 3 clusters Score -1001217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1001216.687500 Penalty: 2989.733154
	Iteration 30Q: 3 clusters Score -1001217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1001216.687500 Penalty: 2989.733154
	Iteration 31F: 3 clusters Score -1001217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Entering Unmasked Estep 
Score: -1796200.125000 Penalty: 1586.910645
	Iteration 0F: 2 clusters Score -1796200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1784138.500000 Penalty: 3173.821289
	Iteration 0F: 3 clusters Score -1784138 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1788473.875000 Penalty: 3173.821289
	Iteration 1F: 3 clusters Score -1788474 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1788809.000000 Penalty: 3173.821289
	Iteration 2F: 3 clusters Score -1788809 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1789146.875000 Penalty: 3173.821289
	Iteration 3Q: 3 clusters Score -1789147 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1789548.125000 Penalty: 3173.821289
	Iteration 4Q: 3 clusters Score -1789548 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1790059.500000 Penalty: 3173.821289
	Iteration 5F: 3 clusters Score -1790060 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1790694.750000 Penalty: 3173.821289
	Iteration 6F: 3 clusters Score -1790695 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1791447.875000 Penalty: 3173.821289
	Iteration 7F: 3 clusters Score -1791448 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1792336.500000 Penalty: 3173.821289
	Iteration 8F: 3 clusters Score -1792336 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1793200.375000 Penalty: 3173.821289
	Iteration 9F: 3 clusters Score -1793200 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1793900.375000 Penalty: 3173.821289
	Iteration 10Q: 3 clusters Score -1793900 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -1794341.750000 Penalty: 3173.821289
	Iteration 11Q: 3 clusters Score -1794342 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -1794573.250000 Penalty: 3173.821289
	Iteration 12Q: 3 clusters Score -1794573 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -1794679.500000 Penalty: 3173.821289
	Iteration 13Q: 3 clusters Score -1794680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -1794738.500000 Penalty: 3173.821289
	Iteration 14Q: 3 clusters Score -1794738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -1794763.125000 Penalty: 3173.821289
	Iteration 15Q: 3 clusters Score -1794763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1794790.625000 Penalty: 3173.821289
	Iteration 16Q: 3 clusters Score -1794791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -1794801.500000 Penalty: 3173.821289
	Iteration 17Q: 3 clusters Score -1794802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -1794813.000000 Penalty: 3173.821289
	Iteration 18Q: 3 clusters Score -1794813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -1794821.625000 Penalty: 3173.821289
	Iteration 19Q: 3 clusters Score -1794822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1794826.000000 Penalty: 3173.821289
	Iteration 20F: 3 clusters Score -1794826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1794827.125000 Penalty: 3173.821289
	Iteration 21Q: 3 clusters Score -1794827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -1794828.250000 Penalty: 3173.821289
	Iteration 22Q: 3 clusters Score -1794828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1794829.250000 Penalty: 3173.821289
	Iteration 23Q: 3 clusters Score -1794829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -1794835.000000 Penalty: 3173.821289
	Iteration 24Q: 3 clusters Score -1794835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -1794838.125000 Penalty: 3173.821289
	Iteration 25Q: 3 clusters Score -1794838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -1794837.500000 Penalty: 3173.821289
	Iteration 26Q: 3 clusters Score -1794838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -1794837.625000 Penalty: 3173.821289
	Iteration 27Q: 3 clusters Score -1794838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -1794841.000000 Penalty: 3173.821289
	Iteration 28Q: 3 clusters Score -1794841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -1794844.000000 Penalty: 3173.821289
	Iteration 29Q: 3 clusters Score -1794844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -1794845.500000 Penalty: 3173.821289
	Iteration 30Q: 3 clusters Score -1794846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -1794853.250000 Penalty: 3173.821289
	Iteration 31Q: 3 clusters Score -1794853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -1794855.125000 Penalty: 3173.821289
	Iteration 32Q: 3 clusters Score -1794855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -1794856.750000 Penalty: 3173.821289
	Iteration 33Q: 3 clusters Score -1794857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -1794856.750000 Penalty: 3173.821289
	Iteration 34F: 3 clusters Score -1794857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (91150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91150 members 
Entering Unmasked Estep 
Score: -9339503.000000 Penalty: 1855.792480
	Iteration 0F: 2 clusters Score -9339503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -9279298.000000 Penalty: 3711.584961
	Iteration 0F: 3 clusters Score -9279298 nChanged 43620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -9304612.000000 Penalty: 3711.584961
	Iteration 1F: 3 clusters Score -9304612 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -9305475.000000 Penalty: 3711.584961
	Iteration 2Q: 3 clusters Score -9305475 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -9306524.000000 Penalty: 3711.584961
	Iteration 3Q: 3 clusters Score -9306524 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -9308102.000000 Penalty: 3711.584961
	Iteration 4Q: 3 clusters Score -9308102 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -9310497.000000 Penalty: 3711.584961
	Iteration 5F: 3 clusters Score -9310497 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -9313752.000000 Penalty: 3711.584961
	Iteration 6F: 3 clusters Score -9313752 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62834 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -9318006.000000 Penalty: 3711.584961
	Iteration 7F: 3 clusters Score -9318006 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67606 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -9322822.000000 Penalty: 3711.584961
	Iteration 8F: 3 clusters Score -9322822 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71778 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -9327259.000000 Penalty: 3711.584961
	Iteration 9F: 3 clusters Score -9327259 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75126 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -9330302.000000 Penalty: 3711.584961
	Iteration 10Q: 3 clusters Score -9330302 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77987 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -9332330.000000 Penalty: 3711.584961
	Iteration 11Q: 3 clusters Score -9332330 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80570 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -9333815.000000 Penalty: 3711.584961
	Iteration 12Q: 3 clusters Score -9333815 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -9334974.000000 Penalty: 3711.584961
	Iteration 13Q: 3 clusters Score -9334974 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -9335951.000000 Penalty: 3711.584961
	Iteration 14Q: 3 clusters Score -9335951 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86673 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -9336807.000000 Penalty: 3711.584961
	Iteration 15Q: 3 clusters Score -9336807 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87933 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -9337391.000000 Penalty: 3711.584961
	Iteration 16Q: 3 clusters Score -9337391 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88825 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -9337778.000000 Penalty: 3711.584961
	Iteration 17Q: 3 clusters Score -9337778 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -9337956.000000 Penalty: 3711.584961
	Iteration 18Q: 3 clusters Score -9337956 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89820 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -9338040.000000 Penalty: 3711.584961
	Iteration 19Q: 3 clusters Score -9338040 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90070 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9338120.000000 Penalty: 3711.584961
	Iteration 20F: 3 clusters Score -9338120 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90228 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -9338179.000000 Penalty: 3711.584961
	Iteration 21Q: 3 clusters Score -9338179 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90329 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9338191.000000 Penalty: 3711.584961
	Iteration 22Q: 3 clusters Score -9338191 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90400 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9338215.000000 Penalty: 3711.584961
	Iteration 23Q: 3 clusters Score -9338215 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90460 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9338251.000000 Penalty: 3711.584961
	Iteration 24Q: 3 clusters Score -9338251 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90498 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9338265.000000 Penalty: 3711.584961
	Iteration 25Q: 3 clusters Score -9338265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90538 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9338274.000000 Penalty: 3711.584961
	Iteration 26Q: 3 clusters Score -9338274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90569 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9338288.000000 Penalty: 3711.584961
	Iteration 27Q: 3 clusters Score -9338288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90591 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9338315.000000 Penalty: 3711.584961
	Iteration 28Q: 3 clusters Score -9338315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90609 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9338301.000000 Penalty: 3711.584961
	Iteration 29Q: 3 clusters Score -9338301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90621 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9338307.000000 Penalty: 3711.584961
	Iteration 30Q: 3 clusters Score -9338307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90629 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9338310.000000 Penalty: 3711.584961
	Iteration 31Q: 3 clusters Score -9338310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90630 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9338301.000000 Penalty: 3711.584961
	Iteration 32Q: 3 clusters Score -9338301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90633 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9338303.000000 Penalty: 3711.584961
	Iteration 33Q: 3 clusters Score -9338303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90635 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9338312.000000 Penalty: 3711.584961
	Iteration 34Q: 3 clusters Score -9338312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90635 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9338314.000000 Penalty: 3711.584961
	Iteration 35Q: 3 clusters Score -9338314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90639 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9338311.000000 Penalty: 3711.584961
	Iteration 36Q: 3 clusters Score -9338311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90643 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9338312.000000 Penalty: 3711.584961
	Iteration 37Q: 3 clusters Score -9338312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90645 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9338324.000000 Penalty: 3711.584961
	Iteration 38Q: 3 clusters Score -9338324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90646 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9338327.000000 Penalty: 3711.584961
	Iteration 39Q: 3 clusters Score -9338327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90650 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9338321.000000 Penalty: 3711.584961
	Iteration 40F: 3 clusters Score -9338321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90653 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9338324.000000 Penalty: 3711.584961
	Iteration 41Q: 3 clusters Score -9338324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90653 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9338323.000000 Penalty: 3711.584961
	Iteration 42Q: 3 clusters Score -9338323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9338327.000000 Penalty: 3711.584961
	Iteration 43Q: 3 clusters Score -9338327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90657 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9338329.000000 Penalty: 3711.584961
	Iteration 44Q: 3 clusters Score -9338329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90662 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9338329.000000 Penalty: 3711.584961
	Iteration 45Q: 3 clusters Score -9338329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90666 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9338321.000000 Penalty: 3711.584961
	Iteration 46Q: 3 clusters Score -9338321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90670 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9338322.000000 Penalty: 3711.584961
	Iteration 47Q: 3 clusters Score -9338322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90672 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9338324.000000 Penalty: 3711.584961
	Iteration 48Q: 3 clusters Score -9338324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90671 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9338324.000000 Penalty: 3711.584961
	Iteration 49Q: 3 clusters Score -9338324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90672 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9338325.000000 Penalty: 3711.584961
	Iteration 50Q: 3 clusters Score -9338325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90673 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -9338329.000000 Penalty: 3711.584961
	Iteration 51Q: 3 clusters Score -9338329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90673 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -9338329.000000 Penalty: 3711.584961
	Iteration 52F: 3 clusters Score -9338329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (166780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166780 members 
Entering Unmasked Estep 
Score: -16951028.000000 Penalty: 1953.970093
	Iteration 0F: 2 clusters Score -1.695103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82959 members 
Mstep: Class 2 contains 83821 members 
Entering Unmasked Estep 
Score: -16841484.000000 Penalty: 3907.940186
	Iteration 0F: 3 clusters Score -1.684148e+07 nChanged 80212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78063 members 
Mstep: Class 2 contains 88717 members 
Entering Unmasked Estep 
Score: -16889368.000000 Penalty: 3907.940186
	Iteration 1F: 3 clusters Score -1.688937e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75276 members 
Mstep: Class 2 contains 91504 members 
Entering Unmasked Estep 
Score: -16890968.000000 Penalty: 3907.940186
	Iteration 2Q: 3 clusters Score -1.689097e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70812 members 
Mstep: Class 2 contains 95968 members 
Entering Unmasked Estep 
Score: -16893396.000000 Penalty: 3907.940186
	Iteration 3Q: 3 clusters Score -1.68934e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 102758 members 
Entering Unmasked Estep 
Score: -16897294.000000 Penalty: 3907.940186
	Iteration 4Q: 3 clusters Score -1.689729e+07 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 112585 members 
Entering Unmasked Estep 
Score: -16903966.000000 Penalty: 3907.940186
	Iteration 5F: 3 clusters Score -1.690397e+07 nChanged 12951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 125436 members 
Entering Unmasked Estep 
Score: -16914254.000000 Penalty: 3907.940186
	Iteration 6F: 3 clusters Score -1.691425e+07 nChanged 14525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 139955 members 
Entering Unmasked Estep 
Score: -16927238.000000 Penalty: 3907.940186
	Iteration 7F: 3 clusters Score -1.692724e+07 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 152520 members 
Entering Unmasked Estep 
Score: -16938596.000000 Penalty: 3907.940186
	Iteration 8F: 3 clusters Score -1.69386e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 160438 members 
Entering Unmasked Estep 
Score: -16945186.000000 Penalty: 3907.940186
	Iteration 9Q: 3 clusters Score -1.694519e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 163997 members 
Entering Unmasked Estep 
Score: -16947746.000000 Penalty: 3907.940186
	Iteration 10Q: 3 clusters Score -1.694775e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 165414 members 
Entering Unmasked Estep 
Score: -16948616.000000 Penalty: 3907.940186
	Iteration 11Q: 3 clusters Score -1.694862e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 165941 members 
Entering Unmasked Estep 
Score: -16949024.000000 Penalty: 3907.940186
	Iteration 12Q: 3 clusters Score -1.694902e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 166163 members 
Entering Unmasked Estep 
Score: -16949180.000000 Penalty: 3907.940186
	Iteration 13Q: 3 clusters Score -1.694918e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 166275 members 
Entering Unmasked Estep 
Score: -16949302.000000 Penalty: 3907.940186
	Iteration 14Q: 3 clusters Score -1.69493e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 166330 members 
Entering Unmasked Estep 
Score: -16949350.000000 Penalty: 3907.940186
	Iteration 15Q: 3 clusters Score -1.694935e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 166360 members 
Entering Unmasked Estep 
Score: -16949406.000000 Penalty: 3907.940186
	Iteration 16Q: 3 clusters Score -1.694941e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 166378 members 
Entering Unmasked Estep 
Score: -16949434.000000 Penalty: 3907.940186
	Iteration 17Q: 3 clusters Score -1.694943e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 166405 members 
Entering Unmasked Estep 
Score: -16949444.000000 Penalty: 3907.940186
	Iteration 18Q: 3 clusters Score -1.694944e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 166424 members 
Entering Unmasked Estep 
Score: -16949466.000000 Penalty: 3907.940186
	Iteration 19Q: 3 clusters Score -1.694947e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 166444 members 
Entering Unmasked Estep 
Score: -16949482.000000 Penalty: 3907.940186
	Iteration 20F: 3 clusters Score -1.694948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 166454 members 
Entering Unmasked Estep 
Score: -16949490.000000 Penalty: 3907.940186
	Iteration 21Q: 3 clusters Score -1.694949e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 166467 members 
Entering Unmasked Estep 
Score: -16949502.000000 Penalty: 3907.940186
	Iteration 22Q: 3 clusters Score -1.69495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 166469 members 
Entering Unmasked Estep 
Score: -16949508.000000 Penalty: 3907.940186
	Iteration 23Q: 3 clusters Score -1.694951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 166471 members 
Entering Unmasked Estep 
Score: -16949518.000000 Penalty: 3907.940186
	Iteration 24Q: 3 clusters Score -1.694952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 166472 members 
Entering Unmasked Estep 
Score: -16949512.000000 Penalty: 3907.940186
	Iteration 25Q: 3 clusters Score -1.694951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 166473 members 
Entering Unmasked Estep 
Score: -16949506.000000 Penalty: 3907.940186
	Iteration 26Q: 3 clusters Score -1.694951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 166473 members 
Entering Unmasked Estep 
Score: -16949508.000000 Penalty: 3907.940186
	Iteration 27Q: 3 clusters Score -1.694951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 166475 members 
Entering Unmasked Estep 
Score: -16949508.000000 Penalty: 3907.940186
	Iteration 28Q: 3 clusters Score -1.694951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 166476 members 
Entering Unmasked Estep 
Score: -16949518.000000 Penalty: 3907.940186
	Iteration 29Q: 3 clusters Score -1.694952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 166476 members 
Entering Unmasked Estep 
Score: -16949518.000000 Penalty: 3907.940186
	Iteration 30F: 3 clusters Score -1.694952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69796 members 
Entering Unmasked Estep 
Score: -7081948.000000 Penalty: 1812.416382
	Iteration 0F: 2 clusters Score -7081948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -7035113.500000 Penalty: 3624.832764
	Iteration 0F: 3 clusters Score -7035114 nChanged 33115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -7054026.500000 Penalty: 3624.832764
	Iteration 1F: 3 clusters Score -7054026 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -7054895.500000 Penalty: 3624.832764
	Iteration 2Q: 3 clusters Score -7054896 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -7056431.500000 Penalty: 3624.832764
	Iteration 3Q: 3 clusters Score -7056432 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -7059209.000000 Penalty: 3624.832764
	Iteration 4F: 3 clusters Score -7059209 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -7064016.000000 Penalty: 3624.832764
	Iteration 5F: 3 clusters Score -7064016 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -7070434.500000 Penalty: 3624.832764
	Iteration 6F: 3 clusters Score -7070434 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65050 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -7075944.000000 Penalty: 3624.832764
	Iteration 7F: 3 clusters Score -7075944 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67922 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7078806.000000 Penalty: 3624.832764
	Iteration 8Q: 3 clusters Score -7078806 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69024 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7079819.500000 Penalty: 3624.832764
	Iteration 9Q: 3 clusters Score -7079820 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69370 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7080171.000000 Penalty: 3624.832764
	Iteration 10Q: 3 clusters Score -7080171 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7080292.000000 Penalty: 3624.832764
	Iteration 11Q: 3 clusters Score -7080292 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69514 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7080345.500000 Penalty: 3624.832764
	Iteration 12Q: 3 clusters Score -7080346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69528 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7080370.000000 Penalty: 3624.832764
	Iteration 13Q: 3 clusters Score -7080370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69538 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7080403.000000 Penalty: 3624.832764
	Iteration 14Q: 3 clusters Score -7080403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69550 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7080424.500000 Penalty: 3624.832764
	Iteration 15Q: 3 clusters Score -7080424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7080442.000000 Penalty: 3624.832764
	Iteration 16Q: 3 clusters Score -7080442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7080464.000000 Penalty: 3624.832764
	Iteration 17Q: 3 clusters Score -7080464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7080471.500000 Penalty: 3624.832764
	Iteration 18Q: 3 clusters Score -7080472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7080481.500000 Penalty: 3624.832764
	Iteration 19Q: 3 clusters Score -7080482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69554 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7080488.500000 Penalty: 3624.832764
	Iteration 20F: 3 clusters Score -7080488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69551 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7080495.500000 Penalty: 3624.832764
	Iteration 21Q: 3 clusters Score -7080496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7080502.500000 Penalty: 3624.832764
	Iteration 22Q: 3 clusters Score -7080502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69549 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7080512.000000 Penalty: 3624.832764
	Iteration 23Q: 3 clusters Score -7080512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7080519.000000 Penalty: 3624.832764
	Iteration 24Q: 3 clusters Score -7080519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7080523.500000 Penalty: 3624.832764
	Iteration 25Q: 3 clusters Score -7080524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7080523.500000 Penalty: 3624.832764
	Iteration 26F: 3 clusters Score -7080524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Entering Unmasked Estep 
Score: -264552.593750 Penalty: 1300.383423
	Iteration 0F: 2 clusters Score -264552.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -261820.156250 Penalty: 2600.766846
	Iteration 0F: 3 clusters Score -261820.2 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -262563.406250 Penalty: 2600.766846
	Iteration 1F: 3 clusters Score -262563.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -262787.406250 Penalty: 2600.766846
	Iteration 2F: 3 clusters Score -262787.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -262975.687500 Penalty: 2600.766846
	Iteration 3F: 3 clusters Score -262975.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -263182.218750 Penalty: 2600.766846
	Iteration 4F: 3 clusters Score -263182.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -263351.281250 Penalty: 2600.766846
	Iteration 5F: 3 clusters Score -263351.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -263454.281250 Penalty: 2600.766846
	Iteration 6Q: 3 clusters Score -263454.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -263522.468750 Penalty: 2600.766846
	Iteration 7Q: 3 clusters Score -263522.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -263587.593750 Penalty: 2600.766846
	Iteration 8Q: 3 clusters Score -263587.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -263652.906250 Penalty: 2600.766846
	Iteration 9Q: 3 clusters Score -263652.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -263702.093750 Penalty: 2600.766846
	Iteration 10Q: 3 clusters Score -263702.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -263741.531250 Penalty: 2600.766846
	Iteration 11Q: 3 clusters Score -263741.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -263771.406250 Penalty: 2600.766846
	Iteration 12Q: 3 clusters Score -263771.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -263791.750000 Penalty: 2600.766846
	Iteration 13Q: 3 clusters Score -263791.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -263808.031250 Penalty: 2600.766846
	Iteration 14Q: 3 clusters Score -263808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -263827.687500 Penalty: 2600.766846
	Iteration 15Q: 3 clusters Score -263827.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -263842.750000 Penalty: 2600.766846
	Iteration 16Q: 3 clusters Score -263842.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -263849.781250 Penalty: 2600.766846
	Iteration 17Q: 3 clusters Score -263849.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -263854.062500 Penalty: 2600.766846
	Iteration 18Q: 3 clusters Score -263854.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -263859.437500 Penalty: 2600.766846
	Iteration 19Q: 3 clusters Score -263859.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -263866.718750 Penalty: 2600.766846
	Iteration 20F: 3 clusters Score -263866.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -263873.718750 Penalty: 2600.766846
	Iteration 21Q: 3 clusters Score -263873.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -263877.593750 Penalty: 2600.766846
	Iteration 22Q: 3 clusters Score -263877.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -263881.437500 Penalty: 2600.766846
	Iteration 23Q: 3 clusters Score -263881.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -263884.281250 Penalty: 2600.766846
	Iteration 24Q: 3 clusters Score -263884.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -263887.156250 Penalty: 2600.766846
	Iteration 25Q: 3 clusters Score -263887.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -263889.718750 Penalty: 2600.766846
	Iteration 26Q: 3 clusters Score -263889.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -263891.281250 Penalty: 2600.766846
	Iteration 27Q: 3 clusters Score -263891.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -263895.187500 Penalty: 2600.766846
	Iteration 28Q: 3 clusters Score -263895.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -263898.312500 Penalty: 2600.766846
	Iteration 29Q: 3 clusters Score -263898.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -263899.781250 Penalty: 2600.766846
	Iteration 30Q: 3 clusters Score -263899.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -263900.656250 Penalty: 2600.766846
	Iteration 31Q: 3 clusters Score -263900.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -263901.187500 Penalty: 2600.766846
	Iteration 32Q: 3 clusters Score -263901.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -263902.093750 Penalty: 2600.766846
	Iteration 33Q: 3 clusters Score -263902.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -263903.656250 Penalty: 2600.766846
	Iteration 34Q: 3 clusters Score -263903.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -263905.531250 Penalty: 2600.766846
	Iteration 35Q: 3 clusters Score -263905.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -263906.687500 Penalty: 2600.766846
	Iteration 36Q: 3 clusters Score -263906.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -263906.687500 Penalty: 2600.766846
	Iteration 37F: 3 clusters Score -263906.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Entering Unmasked Estep 
Score: -4522095.000000 Penalty: 1738.911621
	Iteration 0F: 2 clusters Score -4522095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -4492451.000000 Penalty: 3477.823242
	Iteration 0F: 3 clusters Score -4492451 nChanged 20684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -4504009.000000 Penalty: 3477.823242
	Iteration 1F: 3 clusters Score -4504009 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -4504577.500000 Penalty: 3477.823242
	Iteration 2Q: 3 clusters Score -4504578 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -4505154.000000 Penalty: 3477.823242
	Iteration 3Q: 3 clusters Score -4505154 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -4505943.500000 Penalty: 3477.823242
	Iteration 4Q: 3 clusters Score -4505944 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -4506983.000000 Penalty: 3477.823242
	Iteration 5Q: 3 clusters Score -4506983 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -4508551.500000 Penalty: 3477.823242
	Iteration 6F: 3 clusters Score -4508552 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -4510653.500000 Penalty: 3477.823242
	Iteration 7F: 3 clusters Score -4510654 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -4512836.000000 Penalty: 3477.823242
	Iteration 8F: 3 clusters Score -4512836 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -4514401.000000 Penalty: 3477.823242
	Iteration 9F: 3 clusters Score -4514401 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -4515044.000000 Penalty: 3477.823242
	Iteration 10Q: 3 clusters Score -4515044 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -4515355.500000 Penalty: 3477.823242
	Iteration 11Q: 3 clusters Score -4515356 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -4515524.000000 Penalty: 3477.823242
	Iteration 12Q: 3 clusters Score -4515524 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -4515663.000000 Penalty: 3477.823242
	Iteration 13Q: 3 clusters Score -4515663 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -4515781.500000 Penalty: 3477.823242
	Iteration 14Q: 3 clusters Score -4515782 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -4515874.000000 Penalty: 3477.823242
	Iteration 15Q: 3 clusters Score -4515874 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -4515999.500000 Penalty: 3477.823242
	Iteration 16Q: 3 clusters Score -4516000 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -4516141.500000 Penalty: 3477.823242
	Iteration 17Q: 3 clusters Score -4516142 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -4516268.000000 Penalty: 3477.823242
	Iteration 18Q: 3 clusters Score -4516268 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -4516387.500000 Penalty: 3477.823242
	Iteration 19Q: 3 clusters Score -4516388 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -4516475.500000 Penalty: 3477.823242
	Iteration 20F: 3 clusters Score -4516476 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -4516567.000000 Penalty: 3477.823242
	Iteration 21Q: 3 clusters Score -4516567 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -4516640.000000 Penalty: 3477.823242
	Iteration 22Q: 3 clusters Score -4516640 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -4516696.000000 Penalty: 3477.823242
	Iteration 23Q: 3 clusters Score -4516696 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -4516767.500000 Penalty: 3477.823242
	Iteration 24Q: 3 clusters Score -4516768 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -4516790.000000 Penalty: 3477.823242
	Iteration 25Q: 3 clusters Score -4516790 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -4516837.000000 Penalty: 3477.823242
	Iteration 26Q: 3 clusters Score -4516837 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -4516861.500000 Penalty: 3477.823242
	Iteration 27Q: 3 clusters Score -4516862 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -4516909.500000 Penalty: 3477.823242
	Iteration 28Q: 3 clusters Score -4516910 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -4516925.500000 Penalty: 3477.823242
	Iteration 29Q: 3 clusters Score -4516926 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -4516966.000000 Penalty: 3477.823242
	Iteration 30Q: 3 clusters Score -4516966 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -4516992.000000 Penalty: 3477.823242
	Iteration 31Q: 3 clusters Score -4516992 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -4517003.000000 Penalty: 3477.823242
	Iteration 32Q: 3 clusters Score -4517003 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -4517005.000000 Penalty: 3477.823242
	Iteration 33Q: 3 clusters Score -4517005 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -4517012.500000 Penalty: 3477.823242
	Iteration 34Q: 3 clusters Score -4517012 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -4517005.000000 Penalty: 3477.823242
	Iteration 35Q: 3 clusters Score -4517005 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -4517011.000000 Penalty: 3477.823242
	Iteration 36Q: 3 clusters Score -4517011 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -4517014.000000 Penalty: 3477.823242
	Iteration 37Q: 3 clusters Score -4517014 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -4517032.000000 Penalty: 3477.823242
	Iteration 38Q: 3 clusters Score -4517032 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -4517022.500000 Penalty: 3477.823242
	Iteration 39Q: 3 clusters Score -4517022 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -4517023.000000 Penalty: 3477.823242
	Iteration 40F: 3 clusters Score -4517023 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -4517024.500000 Penalty: 3477.823242
	Iteration 41Q: 3 clusters Score -4517024 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -4517029.000000 Penalty: 3477.823242
	Iteration 42Q: 3 clusters Score -4517029 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -4517029.500000 Penalty: 3477.823242
	Iteration 43Q: 3 clusters Score -4517030 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -4517027.500000 Penalty: 3477.823242
	Iteration 44Q: 3 clusters Score -4517028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -4517040.500000 Penalty: 3477.823242
	Iteration 45Q: 3 clusters Score -4517040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -4517040.500000 Penalty: 3477.823242
	Iteration 46Q: 3 clusters Score -4517040 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -4517043.000000 Penalty: 3477.823242
	Iteration 47Q: 3 clusters Score -4517043 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -4517044.500000 Penalty: 3477.823242
	Iteration 48Q: 3 clusters Score -4517044 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -4517052.500000 Penalty: 3477.823242
	Iteration 49Q: 3 clusters Score -4517052 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -4517057.000000 Penalty: 3477.823242
	Iteration 50Q: 3 clusters Score -4517057 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -4517062.500000 Penalty: 3477.823242
	Iteration 51Q: 3 clusters Score -4517062 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -4517066.000000 Penalty: 3477.823242
	Iteration 52Q: 3 clusters Score -4517066 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -4517069.000000 Penalty: 3477.823242
	Iteration 53Q: 3 clusters Score -4517069 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -4517072.000000 Penalty: 3477.823242
	Iteration 54Q: 3 clusters Score -4517072 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -4517084.000000 Penalty: 3477.823242
	Iteration 55Q: 3 clusters Score -4517084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -4517080.500000 Penalty: 3477.823242
	Iteration 56Q: 3 clusters Score -4517080 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -4517081.000000 Penalty: 3477.823242
	Iteration 57Q: 3 clusters Score -4517081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -4517086.000000 Penalty: 3477.823242
	Iteration 58Q: 3 clusters Score -4517086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -4517077.000000 Penalty: 3477.823242
	Iteration 59Q: 3 clusters Score -4517077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -4517081.000000 Penalty: 3477.823242
	Iteration 60F: 3 clusters Score -4517081 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -4517086.500000 Penalty: 3477.823242
	Iteration 61Q: 3 clusters Score -4517086 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -4517085.000000 Penalty: 3477.823242
	Iteration 62Q: 3 clusters Score -4517085 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -4517096.000000 Penalty: 3477.823242
	Iteration 63Q: 3 clusters Score -4517096 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -4517096.000000 Penalty: 3477.823242
	Iteration 64Q: 3 clusters Score -4517096 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -4517104.000000 Penalty: 3477.823242
	Iteration 65Q: 3 clusters Score -4517104 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -4517107.500000 Penalty: 3477.823242
	Iteration 66Q: 3 clusters Score -4517108 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -4517121.000000 Penalty: 3477.823242
	Iteration 67Q: 3 clusters Score -4517121 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -4517107.500000 Penalty: 3477.823242
	Iteration 68Q: 3 clusters Score -4517108 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -4517113.000000 Penalty: 3477.823242
	Iteration 69Q: 3 clusters Score -4517113 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -4517110.500000 Penalty: 3477.823242
	Iteration 70Q: 3 clusters Score -4517110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -4517121.000000 Penalty: 3477.823242
	Iteration 71Q: 3 clusters Score -4517121 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -4517123.500000 Penalty: 3477.823242
	Iteration 72Q: 3 clusters Score -4517124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -4517116.500000 Penalty: 3477.823242
	Iteration 73Q: 3 clusters Score -4517116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -4517126.000000 Penalty: 3477.823242
	Iteration 74Q: 3 clusters Score -4517126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -4517129.000000 Penalty: 3477.823242
	Iteration 75Q: 3 clusters Score -4517129 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -4517126.000000 Penalty: 3477.823242
	Iteration 76Q: 3 clusters Score -4517126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -4517128.500000 Penalty: 3477.823242
	Iteration 77Q: 3 clusters Score -4517128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -4517126.000000 Penalty: 3477.823242
	Iteration 78Q: 3 clusters Score -4517126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -4517130.500000 Penalty: 3477.823242
	Iteration 79Q: 3 clusters Score -4517130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -4517133.500000 Penalty: 3477.823242
	Iteration 80F: 3 clusters Score -4517134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -4517132.000000 Penalty: 3477.823242
	Iteration 81Q: 3 clusters Score -4517132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -4517125.000000 Penalty: 3477.823242
	Iteration 82Q: 3 clusters Score -4517125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -4517125.000000 Penalty: 3477.823242
	Iteration 83Q: 3 clusters Score -4517125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -4517121.000000 Penalty: 3477.823242
	Iteration 84Q: 3 clusters Score -4517121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -4517123.500000 Penalty: 3477.823242
	Iteration 85Q: 3 clusters Score -4517124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -4517125.500000 Penalty: 3477.823242
	Iteration 86Q: 3 clusters Score -4517126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -4517131.000000 Penalty: 3477.823242
	Iteration 87Q: 3 clusters Score -4517131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -4517134.500000 Penalty: 3477.823242
	Iteration 88Q: 3 clusters Score -4517134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -4517137.000000 Penalty: 3477.823242
	Iteration 89Q: 3 clusters Score -4517137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -4517129.500000 Penalty: 3477.823242
	Iteration 90Q: 3 clusters Score -4517130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -4517126.500000 Penalty: 3477.823242
	Iteration 91Q: 3 clusters Score -4517126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -4517126.000000 Penalty: 3477.823242
	Iteration 92Q: 3 clusters Score -4517126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -4517133.500000 Penalty: 3477.823242
	Iteration 93Q: 3 clusters Score -4517134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -4517129.500000 Penalty: 3477.823242
	Iteration 94Q: 3 clusters Score -4517130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -4517131.500000 Penalty: 3477.823242
	Iteration 95Q: 3 clusters Score -4517132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -4517124.500000 Penalty: 3477.823242
	Iteration 96Q: 3 clusters Score -4517124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -4517117.000000 Penalty: 3477.823242
	Iteration 97Q: 3 clusters Score -4517117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -4517124.500000 Penalty: 3477.823242
	Iteration 98Q: 3 clusters Score -4517124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -4517140.500000 Penalty: 3477.823242
	Iteration 99Q: 3 clusters Score -4517140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -4517141.000000 Penalty: 3477.823242
	Iteration 100F: 3 clusters Score -4517141 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -4517144.500000 Penalty: 3477.823242
	Iteration 101Q: 3 clusters Score -4517144 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -4517148.000000 Penalty: 3477.823242
	Iteration 102Q: 3 clusters Score -4517148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -4517155.000000 Penalty: 3477.823242
	Iteration 103Q: 3 clusters Score -4517155 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -4517152.000000 Penalty: 3477.823242
	Iteration 104Q: 3 clusters Score -4517152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -4517163.500000 Penalty: 3477.823242
	Iteration 105Q: 3 clusters Score -4517164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -4517170.000000 Penalty: 3477.823242
	Iteration 106Q: 3 clusters Score -4517170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -4517175.500000 Penalty: 3477.823242
	Iteration 107Q: 3 clusters Score -4517176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -4517174.500000 Penalty: 3477.823242
	Iteration 108Q: 3 clusters Score -4517174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -4517182.500000 Penalty: 3477.823242
	Iteration 109Q: 3 clusters Score -4517182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -4517191.500000 Penalty: 3477.823242
	Iteration 110Q: 3 clusters Score -4517192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -4517182.500000 Penalty: 3477.823242
	Iteration 111Q: 3 clusters Score -4517182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -4517184.000000 Penalty: 3477.823242
	Iteration 112Q: 3 clusters Score -4517184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -4517182.500000 Penalty: 3477.823242
	Iteration 113Q: 3 clusters Score -4517182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -4517178.500000 Penalty: 3477.823242
	Iteration 114Q: 3 clusters Score -4517178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -4517183.500000 Penalty: 3477.823242
	Iteration 115Q: 3 clusters Score -4517184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -4517178.500000 Penalty: 3477.823242
	Iteration 116Q: 3 clusters Score -4517178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -4517171.000000 Penalty: 3477.823242
	Iteration 117Q: 3 clusters Score -4517171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -4517171.500000 Penalty: 3477.823242
	Iteration 118Q: 3 clusters Score -4517172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -4517173.000000 Penalty: 3477.823242
	Iteration 119Q: 3 clusters Score -4517173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -4517175.000000 Penalty: 3477.823242
	Iteration 120F: 3 clusters Score -4517175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -4517173.000000 Penalty: 3477.823242
	Iteration 121Q: 3 clusters Score -4517173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -4517172.500000 Penalty: 3477.823242
	Iteration 122Q: 3 clusters Score -4517172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -4517174.500000 Penalty: 3477.823242
	Iteration 123Q: 3 clusters Score -4517174 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -4517179.000000 Penalty: 3477.823242
	Iteration 124Q: 3 clusters Score -4517179 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -4517193.000000 Penalty: 3477.823242
	Iteration 125Q: 3 clusters Score -4517193 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -4517180.000000 Penalty: 3477.823242
	Iteration 126Q: 3 clusters Score -4517180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -4517193.500000 Penalty: 3477.823242
	Iteration 127Q: 3 clusters Score -4517194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -4517187.500000 Penalty: 3477.823242
	Iteration 128Q: 3 clusters Score -4517188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -4517188.500000 Penalty: 3477.823242
	Iteration 129Q: 3 clusters Score -4517188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -4517192.500000 Penalty: 3477.823242
	Iteration 130Q: 3 clusters Score -4517192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -4517194.000000 Penalty: 3477.823242
	Iteration 131Q: 3 clusters Score -4517194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -4517201.500000 Penalty: 3477.823242
	Iteration 132Q: 3 clusters Score -4517202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -4517202.500000 Penalty: 3477.823242
	Iteration 133Q: 3 clusters Score -4517202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -4517200.500000 Penalty: 3477.823242
	Iteration 134Q: 3 clusters Score -4517200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -4517203.500000 Penalty: 3477.823242
	Iteration 135Q: 3 clusters Score -4517204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -4517198.500000 Penalty: 3477.823242
	Iteration 136Q: 3 clusters Score -4517198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -4517211.000000 Penalty: 3477.823242
	Iteration 137Q: 3 clusters Score -4517211 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -4517209.500000 Penalty: 3477.823242
	Iteration 138Q: 3 clusters Score -4517210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -4517212.500000 Penalty: 3477.823242
	Iteration 139Q: 3 clusters Score -4517212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -4517209.500000 Penalty: 3477.823242
	Iteration 140F: 3 clusters Score -4517210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -4517224.000000 Penalty: 3477.823242
	Iteration 141Q: 3 clusters Score -4517224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -4517226.000000 Penalty: 3477.823242
	Iteration 142Q: 3 clusters Score -4517226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -4517223.000000 Penalty: 3477.823242
	Iteration 143Q: 3 clusters Score -4517223 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -4517227.000000 Penalty: 3477.823242
	Iteration 144Q: 3 clusters Score -4517227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -4517231.000000 Penalty: 3477.823242
	Iteration 145Q: 3 clusters Score -4517231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -4517227.000000 Penalty: 3477.823242
	Iteration 146Q: 3 clusters Score -4517227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -4517233.000000 Penalty: 3477.823242
	Iteration 147Q: 3 clusters Score -4517233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -4517240.000000 Penalty: 3477.823242
	Iteration 148Q: 3 clusters Score -4517240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -4517231.000000 Penalty: 3477.823242
	Iteration 149Q: 3 clusters Score -4517231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -4517237.500000 Penalty: 3477.823242
	Iteration 150Q: 3 clusters Score -4517238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -4517231.000000 Penalty: 3477.823242
	Iteration 151Q: 3 clusters Score -4517231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -4517238.500000 Penalty: 3477.823242
	Iteration 152Q: 3 clusters Score -4517238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -4517237.000000 Penalty: 3477.823242
	Iteration 153Q: 3 clusters Score -4517237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -4517237.000000 Penalty: 3477.823242
	Iteration 154Q: 3 clusters Score -4517237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -4517242.500000 Penalty: 3477.823242
	Iteration 155Q: 3 clusters Score -4517242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -4517232.000000 Penalty: 3477.823242
	Iteration 156Q: 3 clusters Score -4517232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -4517233.500000 Penalty: 3477.823242
	Iteration 157Q: 3 clusters Score -4517234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -4517235.500000 Penalty: 3477.823242
	Iteration 158Q: 3 clusters Score -4517236 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -4517222.000000 Penalty: 3477.823242
	Iteration 159Q: 3 clusters Score -4517222 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -4517231.000000 Penalty: 3477.823242
	Iteration 160F: 3 clusters Score -4517231 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -4517241.500000 Penalty: 3477.823242
	Iteration 161Q: 3 clusters Score -4517242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -4517230.000000 Penalty: 3477.823242
	Iteration 162Q: 3 clusters Score -4517230 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -4517247.500000 Penalty: 3477.823242
	Iteration 163Q: 3 clusters Score -4517248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -4517253.500000 Penalty: 3477.823242
	Iteration 164Q: 3 clusters Score -4517254 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -4517265.500000 Penalty: 3477.823242
	Iteration 165Q: 3 clusters Score -4517266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -4517260.500000 Penalty: 3477.823242
	Iteration 166Q: 3 clusters Score -4517260 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -4517272.000000 Penalty: 3477.823242
	Iteration 167Q: 3 clusters Score -4517272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -4517256.500000 Penalty: 3477.823242
	Iteration 168Q: 3 clusters Score -4517256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -4517260.500000 Penalty: 3477.823242
	Iteration 169Q: 3 clusters Score -4517260 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -4517252.000000 Penalty: 3477.823242
	Iteration 170Q: 3 clusters Score -4517252 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -4517260.500000 Penalty: 3477.823242
	Iteration 171Q: 3 clusters Score -4517260 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -4517268.500000 Penalty: 3477.823242
	Iteration 172Q: 3 clusters Score -4517268 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -4517267.000000 Penalty: 3477.823242
	Iteration 173Q: 3 clusters Score -4517267 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -4517263.000000 Penalty: 3477.823242
	Iteration 174Q: 3 clusters Score -4517263 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -4517274.000000 Penalty: 3477.823242
	Iteration 175Q: 3 clusters Score -4517274 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -4517280.500000 Penalty: 3477.823242
	Iteration 176Q: 3 clusters Score -4517280 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -4517286.500000 Penalty: 3477.823242
	Iteration 177Q: 3 clusters Score -4517286 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -4517295.500000 Penalty: 3477.823242
	Iteration 178Q: 3 clusters Score -4517296 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -4517293.500000 Penalty: 3477.823242
	Iteration 179Q: 3 clusters Score -4517294 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -4517303.500000 Penalty: 3477.823242
	Iteration 180F: 3 clusters Score -4517304 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -4517310.000000 Penalty: 3477.823242
	Iteration 181Q: 3 clusters Score -4517310 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -4517319.000000 Penalty: 3477.823242
	Iteration 182Q: 3 clusters Score -4517319 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -4517319.500000 Penalty: 3477.823242
	Iteration 183Q: 3 clusters Score -4517320 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -4517329.000000 Penalty: 3477.823242
	Iteration 184Q: 3 clusters Score -4517329 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -4517334.000000 Penalty: 3477.823242
	Iteration 185Q: 3 clusters Score -4517334 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -4517334.500000 Penalty: 3477.823242
	Iteration 186Q: 3 clusters Score -4517334 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -4517354.500000 Penalty: 3477.823242
	Iteration 187Q: 3 clusters Score -4517354 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -4517363.500000 Penalty: 3477.823242
	Iteration 188Q: 3 clusters Score -4517364 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4517376.000000 Penalty: 3477.823242
	Iteration 189Q: 3 clusters Score -4517376 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -4517405.000000 Penalty: 3477.823242
	Iteration 190Q: 3 clusters Score -4517405 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -4517414.500000 Penalty: 3477.823242
	Iteration 191Q: 3 clusters Score -4517414 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -4517429.000000 Penalty: 3477.823242
	Iteration 192Q: 3 clusters Score -4517429 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -4517446.000000 Penalty: 3477.823242
	Iteration 193Q: 3 clusters Score -4517446 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -4517463.500000 Penalty: 3477.823242
	Iteration 194Q: 3 clusters Score -4517464 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -4517456.500000 Penalty: 3477.823242
	Iteration 195Q: 3 clusters Score -4517456 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -4517461.500000 Penalty: 3477.823242
	Iteration 196Q: 3 clusters Score -4517462 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -4517485.000000 Penalty: 3477.823242
	Iteration 197Q: 3 clusters Score -4517485 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -4517524.500000 Penalty: 3477.823242
	Iteration 198Q: 3 clusters Score -4517524 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -4517555.500000 Penalty: 3477.823242
	Iteration 199Q: 3 clusters Score -4517556 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -4517575.500000 Penalty: 3477.823242
	Iteration 200F: 3 clusters Score -4517576 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -4517615.000000 Penalty: 3477.823242
	Iteration 201Q: 3 clusters Score -4517615 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -4517638.000000 Penalty: 3477.823242
	Iteration 202Q: 3 clusters Score -4517638 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -4517652.000000 Penalty: 3477.823242
	Iteration 203Q: 3 clusters Score -4517652 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -4517697.000000 Penalty: 3477.823242
	Iteration 204Q: 3 clusters Score -4517697 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -4517765.000000 Penalty: 3477.823242
	Iteration 205Q: 3 clusters Score -4517765 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -4517836.500000 Penalty: 3477.823242
	Iteration 206Q: 3 clusters Score -4517836 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -4517875.000000 Penalty: 3477.823242
	Iteration 207Q: 3 clusters Score -4517875 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -4517942.000000 Penalty: 3477.823242
	Iteration 208Q: 3 clusters Score -4517942 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -4518003.500000 Penalty: 3477.823242
	Iteration 209Q: 3 clusters Score -4518004 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -4518101.000000 Penalty: 3477.823242
	Iteration 210Q: 3 clusters Score -4518101 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -4518146.000000 Penalty: 3477.823242
	Iteration 211Q: 3 clusters Score -4518146 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -4518203.500000 Penalty: 3477.823242
	Iteration 212Q: 3 clusters Score -4518204 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -4518284.000000 Penalty: 3477.823242
	Iteration 213Q: 3 clusters Score -4518284 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -4518396.500000 Penalty: 3477.823242
	Iteration 214Q: 3 clusters Score -4518396 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -4518508.000000 Penalty: 3477.823242
	Iteration 215Q: 3 clusters Score -4518508 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -4518614.000000 Penalty: 3477.823242
	Iteration 216Q: 3 clusters Score -4518614 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -4518760.000000 Penalty: 3477.823242
	Iteration 217Q: 3 clusters Score -4518760 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -4518887.000000 Penalty: 3477.823242
	Iteration 218Q: 3 clusters Score -4518887 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -4519004.500000 Penalty: 3477.823242
	Iteration 219Q: 3 clusters Score -4519004 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -4519084.500000 Penalty: 3477.823242
	Iteration 220F: 3 clusters Score -4519084 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -4519161.000000 Penalty: 3477.823242
	Iteration 221Q: 3 clusters Score -4519161 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -4519267.000000 Penalty: 3477.823242
	Iteration 222Q: 3 clusters Score -4519267 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -4519349.500000 Penalty: 3477.823242
	Iteration 223Q: 3 clusters Score -4519350 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -4519433.000000 Penalty: 3477.823242
	Iteration 224Q: 3 clusters Score -4519433 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -4519529.000000 Penalty: 3477.823242
	Iteration 225Q: 3 clusters Score -4519529 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -4519656.000000 Penalty: 3477.823242
	Iteration 226Q: 3 clusters Score -4519656 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -4519762.000000 Penalty: 3477.823242
	Iteration 227Q: 3 clusters Score -4519762 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -4519850.500000 Penalty: 3477.823242
	Iteration 228Q: 3 clusters Score -4519850 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -4519953.000000 Penalty: 3477.823242
	Iteration 229Q: 3 clusters Score -4519953 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -4520052.000000 Penalty: 3477.823242
	Iteration 230Q: 3 clusters Score -4520052 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -4520105.500000 Penalty: 3477.823242
	Iteration 231Q: 3 clusters Score -4520106 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -4520181.500000 Penalty: 3477.823242
	Iteration 232Q: 3 clusters Score -4520182 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -4520218.500000 Penalty: 3477.823242
	Iteration 233Q: 3 clusters Score -4520218 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -4520283.500000 Penalty: 3477.823242
	Iteration 234Q: 3 clusters Score -4520284 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -4520319.500000 Penalty: 3477.823242
	Iteration 235Q: 3 clusters Score -4520320 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -4520345.000000 Penalty: 3477.823242
	Iteration 236Q: 3 clusters Score -4520345 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -4520375.500000 Penalty: 3477.823242
	Iteration 237Q: 3 clusters Score -4520376 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -4520395.500000 Penalty: 3477.823242
	Iteration 238Q: 3 clusters Score -4520396 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -4520419.500000 Penalty: 3477.823242
	Iteration 239Q: 3 clusters Score -4520420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -4520446.000000 Penalty: 3477.823242
	Iteration 240F: 3 clusters Score -4520446 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -4520457.500000 Penalty: 3477.823242
	Iteration 241Q: 3 clusters Score -4520458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -4520471.000000 Penalty: 3477.823242
	Iteration 242Q: 3 clusters Score -4520471 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -4520476.500000 Penalty: 3477.823242
	Iteration 243Q: 3 clusters Score -4520476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -4520486.500000 Penalty: 3477.823242
	Iteration 244Q: 3 clusters Score -4520486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -4520499.000000 Penalty: 3477.823242
	Iteration 245Q: 3 clusters Score -4520499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -4520509.000000 Penalty: 3477.823242
	Iteration 246Q: 3 clusters Score -4520509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -4520517.500000 Penalty: 3477.823242
	Iteration 247Q: 3 clusters Score -4520518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -4520531.500000 Penalty: 3477.823242
	Iteration 248Q: 3 clusters Score -4520532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -4520533.000000 Penalty: 3477.823242
	Iteration 249Q: 3 clusters Score -4520533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -4520550.000000 Penalty: 3477.823242
	Iteration 250Q: 3 clusters Score -4520550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -4520552.000000 Penalty: 3477.823242
	Iteration 251Q: 3 clusters Score -4520552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -4520558.000000 Penalty: 3477.823242
	Iteration 252Q: 3 clusters Score -4520558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -4520564.500000 Penalty: 3477.823242
	Iteration 253Q: 3 clusters Score -4520564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -4520567.500000 Penalty: 3477.823242
	Iteration 254Q: 3 clusters Score -4520568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -4520563.500000 Penalty: 3477.823242
	Iteration 255Q: 3 clusters Score -4520564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -4520568.500000 Penalty: 3477.823242
	Iteration 256Q: 3 clusters Score -4520568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -4520567.000000 Penalty: 3477.823242
	Iteration 257Q: 3 clusters Score -4520567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -4520571.000000 Penalty: 3477.823242
	Iteration 258Q: 3 clusters Score -4520571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -4520575.000000 Penalty: 3477.823242
	Iteration 259Q: 3 clusters Score -4520575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -4520582.500000 Penalty: 3477.823242
	Iteration 260F: 3 clusters Score -4520582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -4520580.500000 Penalty: 3477.823242
	Iteration 261Q: 3 clusters Score -4520580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -4520583.500000 Penalty: 3477.823242
	Iteration 262Q: 3 clusters Score -4520584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -4520581.500000 Penalty: 3477.823242
	Iteration 263Q: 3 clusters Score -4520582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -4520593.500000 Penalty: 3477.823242
	Iteration 264Q: 3 clusters Score -4520594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -4520605.000000 Penalty: 3477.823242
	Iteration 265Q: 3 clusters Score -4520605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -4520606.000000 Penalty: 3477.823242
	Iteration 266Q: 3 clusters Score -4520606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -4520613.000000 Penalty: 3477.823242
	Iteration 267Q: 3 clusters Score -4520613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -4520622.000000 Penalty: 3477.823242
	Iteration 268Q: 3 clusters Score -4520622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -4520630.000000 Penalty: 3477.823242
	Iteration 269Q: 3 clusters Score -4520630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -4520642.500000 Penalty: 3477.823242
	Iteration 270Q: 3 clusters Score -4520642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -4520642.500000 Penalty: 3477.823242
	Iteration 271Q: 3 clusters Score -4520642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -4520646.500000 Penalty: 3477.823242
	Iteration 272Q: 3 clusters Score -4520646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -4520646.500000 Penalty: 3477.823242
	Iteration 273Q: 3 clusters Score -4520646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -4520648.000000 Penalty: 3477.823242
	Iteration 274Q: 3 clusters Score -4520648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -4520642.000000 Penalty: 3477.823242
	Iteration 275Q: 3 clusters Score -4520642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -4520642.000000 Penalty: 3477.823242
	Iteration 276F: 3 clusters Score -4520642 nChanged 0
--- Evaluating fit on full set of 3860486 points ---
Entering Unmasked Estep 
Score: -377396544.000000 Penalty: 44361.437500
21->19 Clusters: Score -377396544.000000, best is -377398944.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1286828 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61286 members 
Mstep: Class 2 contains 61604 members 
Mstep: Class 3 contains 61559 members 
Mstep: Class 4 contains 60908 members 
Mstep: Class 5 contains 61296 members 
Mstep: Class 6 contains 61259 members 
Mstep: Class 7 contains 60795 members 
Mstep: Class 8 contains 60969 members 
Mstep: Class 9 contains 61755 members 
Mstep: Class 10 contains 61087 members 
Mstep: Class 11 contains 61325 members 
Mstep: Class 12 contains 61463 members 
Mstep: Class 13 contains 61065 members 
Mstep: Class 14 contains 61372 members 
Mstep: Class 15 contains 61426 members 
Mstep: Class 16 contains 61385 members 
Mstep: Class 17 contains 60895 members 
Mstep: Class 18 contains 61495 members 
Mstep: Class 19 contains 61713 members 
Mstep: Class 20 contains 61140 members 
Mstep: Class 21 contains 61031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1157.504761 but Gain 2286.000000
Score: -123512616.000000 Penalty: 45719.996094
Iteration 0F: 21 clusters Score -1.235126e+08 nChanged 1219819
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 60188 members 
Mstep: Class 3 contains 51885 members 
Mstep: Class 4 contains 46790 members 
Mstep: Class 5 contains 42460 members 
Mstep: Class 6 contains 67293 members 
Mstep: Class 7 contains 40495 members 
Mstep: Class 8 contains 41804 members 
Mstep: Class 9 contains 51154 members 
Mstep: Class 10 contains 48329 members 
Mstep: Class 11 contains 87903 members 
Mstep: Class 12 contains 50522 members 
Mstep: Class 13 contains 197919 members 
Mstep: Class 14 contains 72109 members 
Mstep: Class 15 contains 62960 members 
Mstep: Class 16 contains 47637 members 
Mstep: Class 17 contains 43347 members 
Mstep: Class 18 contains 108039 members 
Mstep: Class 19 contains 61948 members 
Mstep: Class 20 contains 57527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126337960.000000 Penalty: 45719.996094
Iteration 1F: 21 clusters Score -1.26338e+08 nChanged 364646
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 45490 members 
Mstep: Class 3 contains 43462 members 
Mstep: Class 4 contains 39596 members 
Mstep: Class 5 contains 31607 members 
Mstep: Class 6 contains 65939 members 
Mstep: Class 7 contains 31276 members 
Mstep: Class 8 contains 31529 members 
Mstep: Class 9 contains 43310 members 
Mstep: Class 10 contains 39661 members 
Mstep: Class 11 contains 99861 members 
Mstep: Class 12 contains 44104 members 
Mstep: Class 13 contains 287405 members 
Mstep: Class 14 contains 65464 members 
Mstep: Class 15 contains 63548 members 
Mstep: Class 16 contains 40139 members 
Mstep: Class 17 contains 34035 members 
Mstep: Class 18 contains 129370 members 
Mstep: Class 19 contains 55591 members 
Mstep: Class 20 contains 53924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126688856.000000 Penalty: 45719.996094
Iteration 2F: 21 clusters Score -1.266889e+08 nChanged 287092
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 32767 members 
Mstep: Class 3 contains 35660 members 
Mstep: Class 4 contains 29902 members 
Mstep: Class 5 contains 26030 members 
Mstep: Class 6 contains 55607 members 
Mstep: Class 7 contains 22252 members 
Mstep: Class 8 contains 24867 members 
Mstep: Class 9 contains 37965 members 
Mstep: Class 10 contains 31344 members 
Mstep: Class 11 contains 100760 members 
Mstep: Class 12 contains 38083 members 
Mstep: Class 13 contains 403662 members 
Mstep: Class 14 contains 54060 members 
Mstep: Class 15 contains 54818 members 
Mstep: Class 16 contains 38374 members 
Mstep: Class 17 contains 25896 members 
Mstep: Class 18 contains 131110 members 
Mstep: Class 19 contains 50407 members 
Mstep: Class 20 contains 51320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126890200.000000 Penalty: 45719.996094
Iteration 3F: 21 clusters Score -1.268902e+08 nChanged 249703
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 22471 members 
Mstep: Class 3 contains 30537 members 
Mstep: Class 4 contains 23367 members 
Mstep: Class 5 contains 24240 members 
Mstep: Class 6 contains 44133 members 
Mstep: Class 7 contains 16691 members 
Mstep: Class 8 contains 18069 members 
Mstep: Class 9 contains 36100 members 
Mstep: Class 10 contains 24959 members 
Mstep: Class 11 contains 92925 members 
Mstep: Class 12 contains 35146 members 
Mstep: Class 13 contains 499351 members 
Mstep: Class 14 contains 47163 members 
Mstep: Class 15 contains 47758 members 
Mstep: Class 16 contains 35096 members 
Mstep: Class 17 contains 18285 members 
Mstep: Class 18 contains 128651 members 
Mstep: Class 19 contains 47938 members 
Mstep: Class 20 contains 53578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126894464.000000 Penalty: 45719.996094
Iteration 4F: 21 clusters Score -1.268945e+08 nChanged 192562
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 17582 members 
Mstep: Class 3 contains 31848 members 
Mstep: Class 4 contains 19292 members 
Mstep: Class 5 contains 27699 members 
Mstep: Class 6 contains 38928 members 
Mstep: Class 7 contains 14336 members 
Mstep: Class 8 contains 15179 members 
Mstep: Class 9 contains 36272 members 
Mstep: Class 10 contains 23462 members 
Mstep: Class 11 contains 90195 members 
Mstep: Class 12 contains 37554 members 
Mstep: Class 13 contains 504047 members 
Mstep: Class 14 contains 46670 members 
Mstep: Class 15 contains 45449 members 
Mstep: Class 16 contains 34716 members 
Mstep: Class 17 contains 14529 members 
Mstep: Class 18 contains 138121 members 
Mstep: Class 19 contains 48963 members 
Mstep: Class 20 contains 61696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126990128.000000 Penalty: 45719.996094
Iteration 5F: 21 clusters Score -1.269901e+08 nChanged 152323
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 14622 members 
Mstep: Class 3 contains 35405 members 
Mstep: Class 4 contains 15884 members 
Mstep: Class 5 contains 33092 members 
Mstep: Class 6 contains 35160 members 
Mstep: Class 7 contains 13025 members 
Mstep: Class 8 contains 13842 members 
Mstep: Class 9 contains 35605 members 
Mstep: Class 10 contains 23279 members 
Mstep: Class 11 contains 89764 members 
Mstep: Class 12 contains 43204 members 
Mstep: Class 13 contains 481185 members 
Mstep: Class 14 contains 46179 members 
Mstep: Class 15 contains 44322 members 
Mstep: Class 16 contains 34605 members 
Mstep: Class 17 contains 12534 members 
Mstep: Class 18 contains 152062 members 
Mstep: Class 19 contains 51115 members 
Mstep: Class 20 contains 72453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127113808.000000 Penalty: 45719.996094
Iteration 6F: 21 clusters Score -1.271138e+08 nChanged 136718
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 12063 members 
Mstep: Class 3 contains 40143 members 
Mstep: Class 4 contains 12497 members 
Mstep: Class 5 contains 38532 members 
Mstep: Class 6 contains 31685 members 
Mstep: Class 7 contains 12260 members 
Mstep: Class 8 contains 12850 members 
Mstep: Class 9 contains 33267 members 
Mstep: Class 10 contains 23207 members 
Mstep: Class 11 contains 88916 members 
Mstep: Class 12 contains 51135 members 
Mstep: Class 13 contains 456435 members 
Mstep: Class 14 contains 44598 members 
Mstep: Class 15 contains 44183 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 10946 members 
Mstep: Class 18 contains 165990 members 
Mstep: Class 19 contains 51779 members 
Mstep: Class 20 contains 84646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127223040.000000 Penalty: 45719.996094
Iteration 7F: 21 clusters Score -1.27223e+08 nChanged 130513
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 9906 members 
Mstep: Class 3 contains 46056 members 
Mstep: Class 4 contains 9496 members 
Mstep: Class 5 contains 43904 members 
Mstep: Class 6 contains 28463 members 
Mstep: Class 7 contains 12076 members 
Mstep: Class 8 contains 12232 members 
Mstep: Class 9 contains 30342 members 
Mstep: Class 10 contains 23080 members 
Mstep: Class 11 contains 87867 members 
Mstep: Class 12 contains 61114 members 
Mstep: Class 13 contains 431001 members 
Mstep: Class 14 contains 41927 members 
Mstep: Class 15 contains 45486 members 
Mstep: Class 16 contains 33259 members 
Mstep: Class 17 contains 9451 members 
Mstep: Class 18 contains 177381 members 
Mstep: Class 19 contains 50181 members 
Mstep: Class 20 contains 97952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127310256.000000 Penalty: 45719.996094
Iteration 8F: 21 clusters Score -1.273103e+08 nChanged 125950
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 8242 members 
Mstep: Class 3 contains 52531 members 
Mstep: Class 4 contains 7063 members 
Mstep: Class 5 contains 49057 members 
Mstep: Class 6 contains 25649 members 
Mstep: Class 7 contains 12276 members 
Mstep: Class 8 contains 11689 members 
Mstep: Class 9 contains 28206 members 
Mstep: Class 10 contains 23021 members 
Mstep: Class 11 contains 87607 members 
Mstep: Class 12 contains 73291 members 
Mstep: Class 13 contains 403083 members 
Mstep: Class 14 contains 39097 members 
Mstep: Class 15 contains 47271 members 
Mstep: Class 16 contains 33362 members 
Mstep: Class 17 contains 8221 members 
Mstep: Class 18 contains 184557 members 
Mstep: Class 19 contains 46761 members 
Mstep: Class 20 contains 112215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127416536.000000 Penalty: 45719.996094
Iteration 9F: 21 clusters Score -1.274165e+08 nChanged 116786
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 6857 members 
Mstep: Class 3 contains 58602 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 53659 members 
Mstep: Class 6 contains 22855 members 
Mstep: Class 7 contains 12538 members 
Mstep: Class 8 contains 10897 members 
Mstep: Class 9 contains 26815 members 
Mstep: Class 10 contains 22520 members 
Mstep: Class 11 contains 86992 members 
Mstep: Class 12 contains 87416 members 
Mstep: Class 13 contains 380994 members 
Mstep: Class 14 contains 36087 members 
Mstep: Class 15 contains 48727 members 
Mstep: Class 16 contains 34070 members 
Mstep: Class 17 contains 7093 members 
Mstep: Class 18 contains 185940 members 
Mstep: Class 19 contains 41735 members 
Mstep: Class 20 contains 126073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127511456.000000 Penalty: 45719.996094
Iteration 10F: 21 clusters Score -1.275115e+08 nChanged 105739
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 5722 members 
Mstep: Class 3 contains 63455 members 
Mstep: Class 4 contains 3840 members 
Mstep: Class 5 contains 57752 members 
Mstep: Class 6 contains 19986 members 
Mstep: Class 7 contains 12746 members 
Mstep: Class 8 contains 9932 members 
Mstep: Class 9 contains 26258 members 
Mstep: Class 10 contains 21713 members 
Mstep: Class 11 contains 85978 members 
Mstep: Class 12 contains 102858 members 
Mstep: Class 13 contains 362272 members 
Mstep: Class 14 contains 33167 members 
Mstep: Class 15 contains 50197 members 
Mstep: Class 16 contains 35652 members 
Mstep: Class 17 contains 5953 members 
Mstep: Class 18 contains 183990 members 
Mstep: Class 19 contains 36568 members 
Mstep: Class 20 contains 138501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127592592.000000 Penalty: 45719.996094
Iteration 11F: 21 clusters Score -1.275926e+08 nChanged 92015
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 4852 members 
Mstep: Class 3 contains 66745 members 
Mstep: Class 4 contains 2894 members 
Mstep: Class 5 contains 61247 members 
Mstep: Class 6 contains 17187 members 
Mstep: Class 7 contains 12878 members 
Mstep: Class 8 contains 8837 members 
Mstep: Class 9 contains 26310 members 
Mstep: Class 10 contains 20764 members 
Mstep: Class 11 contains 84419 members 
Mstep: Class 12 contains 118485 members 
Mstep: Class 13 contains 346635 members 
Mstep: Class 14 contains 30401 members 
Mstep: Class 15 contains 51514 members 
Mstep: Class 16 contains 37725 members 
Mstep: Class 17 contains 4899 members 
Mstep: Class 18 contains 180211 members 
Mstep: Class 19 contains 32501 members 
Mstep: Class 20 contains 148961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127654456.000000 Penalty: 45719.996094
Iteration 12F: 21 clusters Score -1.276545e+08 nChanged 77386
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 4159 members 
Mstep: Class 3 contains 68904 members 
Mstep: Class 4 contains 2279 members 
Mstep: Class 5 contains 64138 members 
Mstep: Class 6 contains 14540 members 
Mstep: Class 7 contains 12930 members 
Mstep: Class 8 contains 7765 members 
Mstep: Class 9 contains 26435 members 
Mstep: Class 10 contains 19689 members 
Mstep: Class 11 contains 82873 members 
Mstep: Class 12 contains 133090 members 
Mstep: Class 13 contains 334391 members 
Mstep: Class 14 contains 28357 members 
Mstep: Class 15 contains 52531 members 
Mstep: Class 16 contains 39912 members 
Mstep: Class 17 contains 4059 members 
Mstep: Class 18 contains 175119 members 
Mstep: Class 19 contains 29898 members 
Mstep: Class 20 contains 156956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127701864.000000 Penalty: 45719.996094
Iteration 13F: 21 clusters Score -1.277019e+08 nChanged 64794
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 3629 members 
Mstep: Class 3 contains 70538 members 
Mstep: Class 4 contains 1962 members 
Mstep: Class 5 contains 66451 members 
Mstep: Class 6 contains 12182 members 
Mstep: Class 7 contains 12996 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 26535 members 
Mstep: Class 10 contains 18641 members 
Mstep: Class 11 contains 81303 members 
Mstep: Class 12 contains 145740 members 
Mstep: Class 13 contains 325255 members 
Mstep: Class 14 contains 26996 members 
Mstep: Class 15 contains 53023 members 
Mstep: Class 16 contains 42034 members 
Mstep: Class 17 contains 3359 members 
Mstep: Class 18 contains 170005 members 
Mstep: Class 19 contains 28098 members 
Mstep: Class 20 contains 162842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127742216.000000 Penalty: 45719.996094
Iteration 14F: 21 clusters Score -1.277422e+08 nChanged 56265
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 71964 members 
Mstep: Class 4 contains 1778 members 
Mstep: Class 5 contains 67973 members 
Mstep: Class 6 contains 10088 members 
Mstep: Class 7 contains 13114 members 
Mstep: Class 8 contains 6020 members 
Mstep: Class 9 contains 26507 members 
Mstep: Class 10 contains 17540 members 
Mstep: Class 11 contains 79533 members 
Mstep: Class 12 contains 158726 members 
Mstep: Class 13 contains 317991 members 
Mstep: Class 14 contains 26117 members 
Mstep: Class 15 contains 53302 members 
Mstep: Class 16 contains 44061 members 
Mstep: Class 17 contains 2744 members 
Mstep: Class 18 contains 164941 members 
Mstep: Class 19 contains 26696 members 
Mstep: Class 20 contains 166402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2146.012451 but Gain 2286.000000
Score: -127773568.000000 Penalty: 43433.996094
Iteration 15Q: 20 clusters Score -1.277736e+08 nChanged 55832
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 73220 members 
Mstep: Class 5 contains 68585 members 
Mstep: Class 6 contains 8041 members 
Mstep: Class 7 contains 13125 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 26493 members 
Mstep: Class 10 contains 16506 members 
Mstep: Class 11 contains 77512 members 
Mstep: Class 12 contains 176005 members 
Mstep: Class 13 contains 311710 members 
Mstep: Class 14 contains 25560 members 
Mstep: Class 15 contains 53171 members 
Mstep: Class 16 contains 46034 members 
Mstep: Class 17 contains 2229 members 
Mstep: Class 18 contains 159610 members 
Mstep: Class 19 contains 25620 members 
Mstep: Class 20 contains 167341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127797152.000000 Penalty: 43433.996094
Iteration 16Q: 20 clusters Score -1.277972e+08 nChanged 54039
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 2808 members 
Mstep: Class 3 contains 74377 members 
Mstep: Class 5 contains 68282 members 
Mstep: Class 6 contains 6078 members 
Mstep: Class 7 contains 12908 members 
Mstep: Class 8 contains 4852 members 
Mstep: Class 9 contains 26514 members 
Mstep: Class 10 contains 15554 members 
Mstep: Class 11 contains 75019 members 
Mstep: Class 12 contains 195141 members 
Mstep: Class 13 contains 305379 members 
Mstep: Class 14 contains 25514 members 
Mstep: Class 15 contains 52592 members 
Mstep: Class 16 contains 47911 members 
Mstep: Class 17 contains 1872 members 
Mstep: Class 18 contains 154684 members 
Mstep: Class 19 contains 24600 members 
Mstep: Class 20 contains 165379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127806664.000000 Penalty: 43433.996094
Iteration 17Q: 20 clusters Score -1.278067e+08 nChanged 51662
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 2674 members 
Mstep: Class 3 contains 75394 members 
Mstep: Class 5 contains 67313 members 
Mstep: Class 6 contains 4675 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 4455 members 
Mstep: Class 9 contains 26587 members 
Mstep: Class 10 contains 14968 members 
Mstep: Class 11 contains 73164 members 
Mstep: Class 12 contains 213316 members 
Mstep: Class 13 contains 299623 members 
Mstep: Class 14 contains 26059 members 
Mstep: Class 15 contains 51507 members 
Mstep: Class 16 contains 49787 members 
Mstep: Class 17 contains 1648 members 
Mstep: Class 18 contains 150585 members 
Mstep: Class 19 contains 23589 members 
Mstep: Class 20 contains 162068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127811184.000000 Penalty: 43433.996094
Iteration 18Q: 20 clusters Score -1.278112e+08 nChanged 46586
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 2533 members 
Mstep: Class 3 contains 76371 members 
Mstep: Class 5 contains 66302 members 
Mstep: Class 6 contains 3802 members 
Mstep: Class 7 contains 11899 members 
Mstep: Class 8 contains 4181 members 
Mstep: Class 9 contains 26816 members 
Mstep: Class 10 contains 14707 members 
Mstep: Class 11 contains 72302 members 
Mstep: Class 12 contains 227466 members 
Mstep: Class 13 contains 294484 members 
Mstep: Class 14 contains 26935 members 
Mstep: Class 15 contains 50182 members 
Mstep: Class 16 contains 51681 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 147431 members 
Mstep: Class 19 contains 22808 members 
Mstep: Class 20 contains 158848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127814880.000000 Penalty: 43433.996094
Iteration 19Q: 20 clusters Score -1.278149e+08 nChanged 40646
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 2352 members 
Mstep: Class 3 contains 77461 members 
Mstep: Class 5 contains 65317 members 
Mstep: Class 6 contains 3282 members 
Mstep: Class 7 contains 11489 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 27201 members 
Mstep: Class 10 contains 14635 members 
Mstep: Class 11 contains 72461 members 
Mstep: Class 12 contains 236788 members 
Mstep: Class 13 contains 290073 members 
Mstep: Class 14 contains 27957 members 
Mstep: Class 15 contains 48842 members 
Mstep: Class 16 contains 53588 members 
Mstep: Class 17 contains 1400 members 
Mstep: Class 18 contains 144847 members 
Mstep: Class 19 contains 22217 members 
Mstep: Class 20 contains 156770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127819888.000000 Penalty: 43433.996094
Iteration 20F: 20 clusters Score -1.278199e+08 nChanged 39095
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 2169 members 
Mstep: Class 3 contains 78555 members 
Mstep: Class 5 contains 64057 members 
Mstep: Class 6 contains 2905 members 
Mstep: Class 7 contains 10893 members 
Mstep: Class 8 contains 3789 members 
Mstep: Class 9 contains 27660 members 
Mstep: Class 10 contains 14675 members 
Mstep: Class 11 contains 73361 members 
Mstep: Class 12 contains 245200 members 
Mstep: Class 13 contains 286044 members 
Mstep: Class 14 contains 29075 members 
Mstep: Class 15 contains 47530 members 
Mstep: Class 16 contains 55446 members 
Mstep: Class 17 contains 1511 members 
Mstep: Class 18 contains 142106 members 
Mstep: Class 19 contains 21656 members 
Mstep: Class 20 contains 154409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127820272.000000 Penalty: 43433.996094
Iteration 21Q: 20 clusters Score -1.278203e+08 nChanged 35705
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 2002 members 
Mstep: Class 3 contains 79788 members 
Mstep: Class 5 contains 63134 members 
Mstep: Class 6 contains 2697 members 
Mstep: Class 7 contains 10499 members 
Mstep: Class 8 contains 3663 members 
Mstep: Class 9 contains 28398 members 
Mstep: Class 10 contains 14863 members 
Mstep: Class 11 contains 74907 members 
Mstep: Class 12 contains 249557 members 
Mstep: Class 13 contains 281974 members 
Mstep: Class 14 contains 30356 members 
Mstep: Class 15 contains 46393 members 
Mstep: Class 16 contains 57284 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 139923 members 
Mstep: Class 19 contains 21051 members 
Mstep: Class 20 contains 153273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127824264.000000 Penalty: 43433.996094
Iteration 22Q: 20 clusters Score -1.278243e+08 nChanged 31354
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 1802 members 
Mstep: Class 3 contains 81048 members 
Mstep: Class 5 contains 62460 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 10303 members 
Mstep: Class 8 contains 3542 members 
Mstep: Class 9 contains 29405 members 
Mstep: Class 10 contains 15212 members 
Mstep: Class 11 contains 76559 members 
Mstep: Class 12 contains 251503 members 
Mstep: Class 13 contains 277503 members 
Mstep: Class 14 contains 31883 members 
Mstep: Class 15 contains 45557 members 
Mstep: Class 16 contains 59244 members 
Mstep: Class 17 contains 1672 members 
Mstep: Class 18 contains 138214 members 
Mstep: Class 19 contains 20424 members 
Mstep: Class 20 contains 152819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2132.882080 but Gain 2286.000000
Score: -127827008.000000 Penalty: 41147.996094
Iteration 23Q: 19 clusters Score -1.27827e+08 nChanged 29567
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 3 contains 82451 members 
Mstep: Class 5 contains 61977 members 
Mstep: Class 6 contains 2454 members 
Mstep: Class 7 contains 10186 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 30571 members 
Mstep: Class 10 contains 15728 members 
Mstep: Class 11 contains 78422 members 
Mstep: Class 12 contains 251879 members 
Mstep: Class 13 contains 273192 members 
Mstep: Class 14 contains 34146 members 
Mstep: Class 15 contains 44964 members 
Mstep: Class 16 contains 61373 members 
Mstep: Class 17 contains 1734 members 
Mstep: Class 18 contains 136780 members 
Mstep: Class 19 contains 19793 members 
Mstep: Class 20 contains 152799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127833808.000000 Penalty: 41147.996094
Iteration 24Q: 19 clusters Score -1.278338e+08 nChanged 25483
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 3 contains 83942 members 
Mstep: Class 5 contains 61503 members 
Mstep: Class 6 contains 2393 members 
Mstep: Class 7 contains 10117 members 
Mstep: Class 8 contains 3391 members 
Mstep: Class 9 contains 31815 members 
Mstep: Class 10 contains 16298 members 
Mstep: Class 11 contains 79945 members 
Mstep: Class 12 contains 251400 members 
Mstep: Class 13 contains 268428 members 
Mstep: Class 14 contains 36034 members 
Mstep: Class 15 contains 44537 members 
Mstep: Class 16 contains 63236 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 135638 members 
Mstep: Class 19 contains 19071 members 
Mstep: Class 20 contains 152859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127837896.000000 Penalty: 41147.996094
Iteration 25Q: 19 clusters Score -1.278379e+08 nChanged 23541
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 3 contains 85501 members 
Mstep: Class 5 contains 61077 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 10084 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 33259 members 
Mstep: Class 10 contains 16883 members 
Mstep: Class 11 contains 81487 members 
Mstep: Class 12 contains 250311 members 
Mstep: Class 13 contains 263519 members 
Mstep: Class 14 contains 37835 members 
Mstep: Class 15 contains 44236 members 
Mstep: Class 16 contains 65139 members 
Mstep: Class 17 contains 1779 members 
Mstep: Class 18 contains 134582 members 
Mstep: Class 19 contains 18293 members 
Mstep: Class 20 contains 153117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127842112.000000 Penalty: 41147.996094
Iteration 26Q: 19 clusters Score -1.278421e+08 nChanged 21816
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 3 contains 87116 members 
Mstep: Class 5 contains 60681 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 10103 members 
Mstep: Class 8 contains 3280 members 
Mstep: Class 9 contains 34669 members 
Mstep: Class 10 contains 17495 members 
Mstep: Class 11 contains 82938 members 
Mstep: Class 12 contains 248957 members 
Mstep: Class 13 contains 258689 members 
Mstep: Class 14 contains 39437 members 
Mstep: Class 15 contains 44077 members 
Mstep: Class 16 contains 67032 members 
Mstep: Class 17 contains 1779 members 
Mstep: Class 18 contains 133675 members 
Mstep: Class 19 contains 17501 members 
Mstep: Class 20 contains 153343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127846360.000000 Penalty: 41147.996094
Iteration 27Q: 19 clusters Score -1.278464e+08 nChanged 20360
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 3 contains 88771 members 
Mstep: Class 5 contains 60213 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 10155 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 36085 members 
Mstep: Class 10 contains 18096 members 
Mstep: Class 11 contains 84311 members 
Mstep: Class 12 contains 247496 members 
Mstep: Class 13 contains 253975 members 
Mstep: Class 14 contains 40892 members 
Mstep: Class 15 contains 43983 members 
Mstep: Class 16 contains 68933 members 
Mstep: Class 17 contains 1778 members 
Mstep: Class 18 contains 132844 members 
Mstep: Class 19 contains 16766 members 
Mstep: Class 20 contains 153450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127850960.000000 Penalty: 41147.996094
Iteration 28Q: 19 clusters Score -1.27851e+08 nChanged 19473
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 3 contains 90527 members 
Mstep: Class 5 contains 59730 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 10200 members 
Mstep: Class 8 contains 3149 members 
Mstep: Class 9 contains 37420 members 
Mstep: Class 10 contains 18741 members 
Mstep: Class 11 contains 85613 members 
Mstep: Class 12 contains 245958 members 
Mstep: Class 13 contains 249147 members 
Mstep: Class 14 contains 42318 members 
Mstep: Class 15 contains 43900 members 
Mstep: Class 16 contains 70825 members 
Mstep: Class 17 contains 1788 members 
Mstep: Class 18 contains 132209 members 
Mstep: Class 19 contains 16006 members 
Mstep: Class 20 contains 153555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127855432.000000 Penalty: 41147.996094
Iteration 29Q: 19 clusters Score -1.278554e+08 nChanged 18214
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 3 contains 92319 members 
Mstep: Class 5 contains 59196 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 10246 members 
Mstep: Class 8 contains 3084 members 
Mstep: Class 9 contains 38696 members 
Mstep: Class 10 contains 19431 members 
Mstep: Class 11 contains 86823 members 
Mstep: Class 12 contains 244442 members 
Mstep: Class 13 contains 244508 members 
Mstep: Class 14 contains 43605 members 
Mstep: Class 15 contains 43736 members 
Mstep: Class 16 contains 72721 members 
Mstep: Class 17 contains 1779 members 
Mstep: Class 18 contains 131646 members 
Mstep: Class 19 contains 15280 members 
Mstep: Class 20 contains 153630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127859608.000000 Penalty: 41147.996094
Iteration 30Q: 19 clusters Score -1.278596e+08 nChanged 17252
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 3 contains 94107 members 
Mstep: Class 5 contains 58703 members 
Mstep: Class 6 contains 2111 members 
Mstep: Class 7 contains 10297 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 39850 members 
Mstep: Class 10 contains 20114 members 
Mstep: Class 11 contains 87853 members 
Mstep: Class 12 contains 242987 members 
Mstep: Class 13 contains 240024 members 
Mstep: Class 14 contains 44807 members 
Mstep: Class 15 contains 43612 members 
Mstep: Class 16 contains 74545 members 
Mstep: Class 17 contains 1779 members 
Mstep: Class 18 contains 131218 members 
Mstep: Class 19 contains 14554 members 
Mstep: Class 20 contains 153671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127864200.000000 Penalty: 41147.996094
Iteration 31Q: 19 clusters Score -1.278642e+08 nChanged 16391
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 3 contains 95954 members 
Mstep: Class 5 contains 58239 members 
Mstep: Class 6 contains 2071 members 
Mstep: Class 7 contains 10369 members 
Mstep: Class 8 contains 2957 members 
Mstep: Class 9 contains 40919 members 
Mstep: Class 10 contains 20805 members 
Mstep: Class 11 contains 88734 members 
Mstep: Class 12 contains 241582 members 
Mstep: Class 13 contains 235644 members 
Mstep: Class 14 contains 45979 members 
Mstep: Class 15 contains 43528 members 
Mstep: Class 16 contains 76228 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 130817 members 
Mstep: Class 19 contains 13916 members 
Mstep: Class 20 contains 153607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127867976.000000 Penalty: 41147.996094
Iteration 32Q: 19 clusters Score -1.27868e+08 nChanged 15662
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 3 contains 97815 members 
Mstep: Class 5 contains 57750 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 10435 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 41910 members 
Mstep: Class 10 contains 21401 members 
Mstep: Class 11 contains 89478 members 
Mstep: Class 12 contains 240337 members 
Mstep: Class 13 contains 231349 members 
Mstep: Class 14 contains 47024 members 
Mstep: Class 15 contains 43470 members 
Mstep: Class 16 contains 77971 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 130515 members 
Mstep: Class 19 contains 13325 members 
Mstep: Class 20 contains 153504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127870992.000000 Penalty: 41147.996094
Iteration 33Q: 19 clusters Score -1.27871e+08 nChanged 14932
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 3 contains 99694 members 
Mstep: Class 5 contains 57327 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 10475 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 42839 members 
Mstep: Class 10 contains 21935 members 
Mstep: Class 11 contains 90116 members 
Mstep: Class 12 contains 239202 members 
Mstep: Class 13 contains 227121 members 
Mstep: Class 14 contains 48103 members 
Mstep: Class 15 contains 43361 members 
Mstep: Class 16 contains 79683 members 
Mstep: Class 17 contains 1775 members 
Mstep: Class 18 contains 130266 members 
Mstep: Class 19 contains 12723 members 
Mstep: Class 20 contains 153421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127874256.000000 Penalty: 41147.996094
Iteration 34Q: 19 clusters Score -1.278743e+08 nChanged 14309
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 3 contains 101541 members 
Mstep: Class 5 contains 56940 members 
Mstep: Class 6 contains 1976 members 
Mstep: Class 7 contains 10507 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 43679 members 
Mstep: Class 10 contains 22444 members 
Mstep: Class 11 contains 90648 members 
Mstep: Class 12 contains 238199 members 
Mstep: Class 13 contains 222928 members 
Mstep: Class 14 contains 49097 members 
Mstep: Class 15 contains 43193 members 
Mstep: Class 16 contains 81329 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 130228 members 
Mstep: Class 19 contains 12177 members 
Mstep: Class 20 contains 153298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127877544.000000 Penalty: 41147.996094
Iteration 35Q: 19 clusters Score -1.278775e+08 nChanged 13916
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 3 contains 103508 members 
Mstep: Class 5 contains 56462 members 
Mstep: Class 6 contains 1933 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 44449 members 
Mstep: Class 10 contains 22865 members 
Mstep: Class 11 contains 91089 members 
Mstep: Class 12 contains 237313 members 
Mstep: Class 13 contains 218890 members 
Mstep: Class 14 contains 50015 members 
Mstep: Class 15 contains 42927 members 
Mstep: Class 16 contains 82999 members 
Mstep: Class 17 contains 1764 members 
Mstep: Class 18 contains 130311 members 
Mstep: Class 19 contains 11614 members 
Mstep: Class 20 contains 153181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127880864.000000 Penalty: 41147.996094
Iteration 36Q: 19 clusters Score -1.278809e+08 nChanged 13383
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 3 contains 105543 members 
Mstep: Class 5 contains 56002 members 
Mstep: Class 6 contains 1898 members 
Mstep: Class 7 contains 10593 members 
Mstep: Class 8 contains 2496 members 
Mstep: Class 9 contains 45155 members 
Mstep: Class 10 contains 23189 members 
Mstep: Class 11 contains 91374 members 
Mstep: Class 12 contains 236460 members 
Mstep: Class 13 contains 214859 members 
Mstep: Class 14 contains 50911 members 
Mstep: Class 15 contains 42632 members 
Mstep: Class 16 contains 84668 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 130591 members 
Mstep: Class 19 contains 11060 members 
Mstep: Class 20 contains 153061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127884248.000000 Penalty: 41147.996094
Iteration 37Q: 19 clusters Score -1.278842e+08 nChanged 13052
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 3 contains 107572 members 
Mstep: Class 5 contains 55536 members 
Mstep: Class 6 contains 1852 members 
Mstep: Class 7 contains 10629 members 
Mstep: Class 8 contains 2451 members 
Mstep: Class 9 contains 45799 members 
Mstep: Class 10 contains 23516 members 
Mstep: Class 11 contains 91580 members 
Mstep: Class 12 contains 235675 members 
Mstep: Class 13 contains 210991 members 
Mstep: Class 14 contains 51725 members 
Mstep: Class 15 contains 42257 members 
Mstep: Class 16 contains 86371 members 
Mstep: Class 17 contains 1736 members 
Mstep: Class 18 contains 131003 members 
Mstep: Class 19 contains 10517 members 
Mstep: Class 20 contains 152833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127886968.000000 Penalty: 41147.996094
Iteration 38Q: 19 clusters Score -1.27887e+08 nChanged 12443
Entering ConstructFrom: 
Score: -127886968.000000 Penalty: 41147.996094
Entering ConstructFrom: 
Trying to split cluster 1 (24965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Entering Unmasked Estep 
Score: -2380812.500000 Penalty: 1645.349854
	Iteration 0F: 2 clusters Score -2380812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2364235.500000 Penalty: 3290.699707
	Iteration 0F: 3 clusters Score -2364236 nChanged 11339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2372181.000000 Penalty: 3290.699707
	Iteration 1F: 3 clusters Score -2372181 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2375869.500000 Penalty: 3290.699707
	Iteration 2F: 3 clusters Score -2375870 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2379682.750000 Penalty: 3290.699707
	Iteration 3F: 3 clusters Score -2379683 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2382146.000000 Penalty: 3290.699707
	Iteration 4F: 3 clusters Score -2382146 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2383269.750000 Penalty: 3290.699707
	Iteration 5F: 3 clusters Score -2383270 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2383773.750000 Penalty: 3290.699707
	Iteration 6Q: 3 clusters Score -2383774 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2384054.250000 Penalty: 3290.699707
	Iteration 7Q: 3 clusters Score -2384054 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2384240.500000 Penalty: 3290.699707
	Iteration 8Q: 3 clusters Score -2384240 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2384382.750000 Penalty: 3290.699707
	Iteration 9Q: 3 clusters Score -2384383 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2384484.000000 Penalty: 3290.699707
	Iteration 10Q: 3 clusters Score -2384484 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2384546.750000 Penalty: 3290.699707
	Iteration 11Q: 3 clusters Score -2384547 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2384585.500000 Penalty: 3290.699707
	Iteration 12Q: 3 clusters Score -2384586 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -2384616.250000 Penalty: 3290.699707
	Iteration 13Q: 3 clusters Score -2384616 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -2384645.750000 Penalty: 3290.699707
	Iteration 14Q: 3 clusters Score -2384646 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -2384657.500000 Penalty: 3290.699707
	Iteration 15Q: 3 clusters Score -2384658 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -2384665.500000 Penalty: 3290.699707
	Iteration 16Q: 3 clusters Score -2384666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2384673.000000 Penalty: 3290.699707
	Iteration 17Q: 3 clusters Score -2384673 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2384679.500000 Penalty: 3290.699707
	Iteration 18Q: 3 clusters Score -2384680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -2384684.000000 Penalty: 3290.699707
	Iteration 19Q: 3 clusters Score -2384684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -2384684.750000 Penalty: 3290.699707
	Iteration 20F: 3 clusters Score -2384685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -2384687.250000 Penalty: 3290.699707
	Iteration 21Q: 3 clusters Score -2384687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -2384686.250000 Penalty: 3290.699707
	Iteration 22Q: 3 clusters Score -2384686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2384688.000000 Penalty: 3290.699707
	Iteration 23Q: 3 clusters Score -2384688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -2384694.500000 Penalty: 3290.699707
	Iteration 24Q: 3 clusters Score -2384694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -2384692.000000 Penalty: 3290.699707
	Iteration 25Q: 3 clusters Score -2384692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -2384686.500000 Penalty: 3290.699707
	Iteration 26Q: 3 clusters Score -2384686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -2384692.250000 Penalty: 3290.699707
	Iteration 27Q: 3 clusters Score -2384692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -2384695.000000 Penalty: 3290.699707
	Iteration 28Q: 3 clusters Score -2384695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -2384693.250000 Penalty: 3290.699707
	Iteration 29Q: 3 clusters Score -2384693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -2384699.000000 Penalty: 3290.699707
	Iteration 30Q: 3 clusters Score -2384699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -2384698.500000 Penalty: 3290.699707
	Iteration 31Q: 3 clusters Score -2384698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -2384696.500000 Penalty: 3290.699707
	Iteration 32Q: 3 clusters Score -2384696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -2384699.750000 Penalty: 3290.699707
	Iteration 33Q: 3 clusters Score -2384700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -2384696.250000 Penalty: 3290.699707
	Iteration 34Q: 3 clusters Score -2384696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -2384695.750000 Penalty: 3290.699707
	Iteration 35Q: 3 clusters Score -2384696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -2384696.750000 Penalty: 3290.699707
	Iteration 36Q: 3 clusters Score -2384697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -2384695.750000 Penalty: 3290.699707
	Iteration 37Q: 3 clusters Score -2384696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -2384693.500000 Penalty: 3290.699707
	Iteration 38Q: 3 clusters Score -2384694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -2384691.500000 Penalty: 3290.699707
	Iteration 39Q: 3 clusters Score -2384692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -2384695.750000 Penalty: 3290.699707
	Iteration 40F: 3 clusters Score -2384696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -2384691.500000 Penalty: 3290.699707
	Iteration 41Q: 3 clusters Score -2384692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -2384692.250000 Penalty: 3290.699707
	Iteration 42Q: 3 clusters Score -2384692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -2384697.250000 Penalty: 3290.699707
	Iteration 43Q: 3 clusters Score -2384697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -2384693.750000 Penalty: 3290.699707
	Iteration 44Q: 3 clusters Score -2384694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -2384694.250000 Penalty: 3290.699707
	Iteration 45Q: 3 clusters Score -2384694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -2384694.750000 Penalty: 3290.699707
	Iteration 46Q: 3 clusters Score -2384695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -2384696.000000 Penalty: 3290.699707
	Iteration 47Q: 3 clusters Score -2384696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -2384696.000000 Penalty: 3290.699707
	Iteration 48F: 3 clusters Score -2384696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 22780 members 
Mstep: Class 3 contains 109534 members 
Mstep: Class 5 contains 55114 members 
Mstep: Class 6 contains 1813 members 
Mstep: Class 7 contains 10651 members 
Mstep: Class 8 contains 2389 members 
Mstep: Class 9 contains 46373 members 
Mstep: Class 10 contains 23862 members 
Mstep: Class 11 contains 91693 members 
Mstep: Class 12 contains 235027 members 
Mstep: Class 13 contains 207268 members 
Mstep: Class 14 contains 52547 members 
Mstep: Class 15 contains 41929 members 
Mstep: Class 16 contains 87833 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 131459 members 
Mstep: Class 19 contains 10007 members 
Mstep: Class 20 contains 152618 members 
Entering Unmasked Estep 
Score: -127891160.000000 Penalty: 43433.996094
Splitting cluster 1 changes total score from -127886968.000000 to -127891160.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (109534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109534 members 
Entering Unmasked Estep 
Score: -11192042.000000 Penalty: 1885.648438
	Iteration 0F: 2 clusters Score -1.119204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 54709 members 
Entering Unmasked Estep 
Score: -11119274.000000 Penalty: 3771.296875
	Iteration 0F: 3 clusters Score -1.111927e+07 nChanged 52339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56138 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -11151408.000000 Penalty: 3771.296875
	Iteration 1F: 3 clusters Score -1.115141e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57319 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -11154089.000000 Penalty: 3771.296875
	Iteration 2Q: 3 clusters Score -1.115409e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59414 members 
Mstep: Class 2 contains 50120 members 
Entering Unmasked Estep 
Score: -11157922.000000 Penalty: 3771.296875
	Iteration 3F: 3 clusters Score -1.115792e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62862 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -11163061.000000 Penalty: 3771.296875
	Iteration 4F: 3 clusters Score -1.116306e+07 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -11169670.000000 Penalty: 3771.296875
	Iteration 5F: 3 clusters Score -1.116967e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72298 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -11176119.000000 Penalty: 3771.296875
	Iteration 6F: 3 clusters Score -1.117612e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76332 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -11181289.000000 Penalty: 3771.296875
	Iteration 7F: 3 clusters Score -1.118129e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79273 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -11184167.000000 Penalty: 3771.296875
	Iteration 8Q: 3 clusters Score -1.118417e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81426 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -11185756.000000 Penalty: 3771.296875
	Iteration 9Q: 3 clusters Score -1.118576e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83179 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -11186696.000000 Penalty: 3771.296875
	Iteration 10Q: 3 clusters Score -1.11867e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84568 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -11187253.000000 Penalty: 3771.296875
	Iteration 11Q: 3 clusters Score -1.118725e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85824 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -11187674.000000 Penalty: 3771.296875
	Iteration 12Q: 3 clusters Score -1.118767e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86959 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -11187997.000000 Penalty: 3771.296875
	Iteration 13Q: 3 clusters Score -1.1188e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -11188231.000000 Penalty: 3771.296875
	Iteration 14Q: 3 clusters Score -1.118823e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89050 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -11188499.000000 Penalty: 3771.296875
	Iteration 15Q: 3 clusters Score -1.11885e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89995 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -11188670.000000 Penalty: 3771.296875
	Iteration 16Q: 3 clusters Score -1.118867e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90873 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -11188810.000000 Penalty: 3771.296875
	Iteration 17Q: 3 clusters Score -1.118881e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91727 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -11189035.000000 Penalty: 3771.296875
	Iteration 18Q: 3 clusters Score -1.118904e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92556 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -11189205.000000 Penalty: 3771.296875
	Iteration 19Q: 3 clusters Score -1.11892e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93355 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -11189368.000000 Penalty: 3771.296875
	Iteration 20F: 3 clusters Score -1.118937e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94176 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -11189617.000000 Penalty: 3771.296875
	Iteration 21Q: 3 clusters Score -1.118962e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94988 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -11189807.000000 Penalty: 3771.296875
	Iteration 22Q: 3 clusters Score -1.118981e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95808 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -11189941.000000 Penalty: 3771.296875
	Iteration 23Q: 3 clusters Score -1.118994e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96581 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -11190170.000000 Penalty: 3771.296875
	Iteration 24Q: 3 clusters Score -1.119017e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97296 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -11190392.000000 Penalty: 3771.296875
	Iteration 25Q: 3 clusters Score -1.119039e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97988 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -11190543.000000 Penalty: 3771.296875
	Iteration 26Q: 3 clusters Score -1.119054e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98623 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -11190653.000000 Penalty: 3771.296875
	Iteration 27Q: 3 clusters Score -1.119065e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99235 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -11190855.000000 Penalty: 3771.296875
	Iteration 28Q: 3 clusters Score -1.119086e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99801 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -11190982.000000 Penalty: 3771.296875
	Iteration 29Q: 3 clusters Score -1.119098e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100308 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -11191089.000000 Penalty: 3771.296875
	Iteration 30Q: 3 clusters Score -1.119109e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100783 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -11191203.000000 Penalty: 3771.296875
	Iteration 31Q: 3 clusters Score -1.11912e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101201 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -11191281.000000 Penalty: 3771.296875
	Iteration 32Q: 3 clusters Score -1.119128e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101595 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -11191339.000000 Penalty: 3771.296875
	Iteration 33Q: 3 clusters Score -1.119134e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101952 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -11191440.000000 Penalty: 3771.296875
	Iteration 34Q: 3 clusters Score -1.119144e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102259 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -11191497.000000 Penalty: 3771.296875
	Iteration 35Q: 3 clusters Score -1.11915e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102542 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -11191563.000000 Penalty: 3771.296875
	Iteration 36Q: 3 clusters Score -1.119156e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102782 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -11191604.000000 Penalty: 3771.296875
	Iteration 37Q: 3 clusters Score -1.11916e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103011 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -11191650.000000 Penalty: 3771.296875
	Iteration 38Q: 3 clusters Score -1.119165e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103213 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -11191688.000000 Penalty: 3771.296875
	Iteration 39Q: 3 clusters Score -1.119169e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103421 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -11191747.000000 Penalty: 3771.296875
	Iteration 40F: 3 clusters Score -1.119175e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103617 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -11191786.000000 Penalty: 3771.296875
	Iteration 41Q: 3 clusters Score -1.119179e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103796 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -11191808.000000 Penalty: 3771.296875
	Iteration 42Q: 3 clusters Score -1.119181e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103948 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -11191821.000000 Penalty: 3771.296875
	Iteration 43Q: 3 clusters Score -1.119182e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104092 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -11191837.000000 Penalty: 3771.296875
	Iteration 44Q: 3 clusters Score -1.119184e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104210 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -11191862.000000 Penalty: 3771.296875
	Iteration 45Q: 3 clusters Score -1.119186e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104344 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -11191860.000000 Penalty: 3771.296875
	Iteration 46Q: 3 clusters Score -1.119186e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104452 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -11191890.000000 Penalty: 3771.296875
	Iteration 47Q: 3 clusters Score -1.119189e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104563 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -11191873.000000 Penalty: 3771.296875
	Iteration 48Q: 3 clusters Score -1.119187e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104656 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -11191883.000000 Penalty: 3771.296875
	Iteration 49Q: 3 clusters Score -1.119188e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104742 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -11191906.000000 Penalty: 3771.296875
	Iteration 50Q: 3 clusters Score -1.119191e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104817 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -11191920.000000 Penalty: 3771.296875
	Iteration 51Q: 3 clusters Score -1.119192e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104891 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -11191911.000000 Penalty: 3771.296875
	Iteration 52Q: 3 clusters Score -1.119191e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104958 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -11191928.000000 Penalty: 3771.296875
	Iteration 53Q: 3 clusters Score -1.119193e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105021 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -11191899.000000 Penalty: 3771.296875
	Iteration 54Q: 3 clusters Score -1.11919e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105072 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -11191897.000000 Penalty: 3771.296875
	Iteration 55Q: 3 clusters Score -1.11919e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105121 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -11191905.000000 Penalty: 3771.296875
	Iteration 56Q: 3 clusters Score -1.11919e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105165 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -11191895.000000 Penalty: 3771.296875
	Iteration 57Q: 3 clusters Score -1.11919e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105213 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -11191910.000000 Penalty: 3771.296875
	Iteration 58Q: 3 clusters Score -1.119191e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105254 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -11191900.000000 Penalty: 3771.296875
	Iteration 59Q: 3 clusters Score -1.11919e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105288 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -11191914.000000 Penalty: 3771.296875
	Iteration 60F: 3 clusters Score -1.119191e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105327 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -11191911.000000 Penalty: 3771.296875
	Iteration 61Q: 3 clusters Score -1.119191e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105361 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -11191915.000000 Penalty: 3771.296875
	Iteration 62Q: 3 clusters Score -1.119192e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105392 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -11191926.000000 Penalty: 3771.296875
	Iteration 63Q: 3 clusters Score -1.119193e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105425 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -11191920.000000 Penalty: 3771.296875
	Iteration 64Q: 3 clusters Score -1.119192e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105452 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -11191945.000000 Penalty: 3771.296875
	Iteration 65Q: 3 clusters Score -1.119194e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105480 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -11191960.000000 Penalty: 3771.296875
	Iteration 66Q: 3 clusters Score -1.119196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105502 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -11191968.000000 Penalty: 3771.296875
	Iteration 67Q: 3 clusters Score -1.119197e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105529 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -11191965.000000 Penalty: 3771.296875
	Iteration 68Q: 3 clusters Score -1.119196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105541 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -11191972.000000 Penalty: 3771.296875
	Iteration 69Q: 3 clusters Score -1.119197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105549 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -11191979.000000 Penalty: 3771.296875
	Iteration 70Q: 3 clusters Score -1.119198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105556 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -11191986.000000 Penalty: 3771.296875
	Iteration 71Q: 3 clusters Score -1.119199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105567 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -11191984.000000 Penalty: 3771.296875
	Iteration 72Q: 3 clusters Score -1.119198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105578 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -11191995.000000 Penalty: 3771.296875
	Iteration 73Q: 3 clusters Score -1.1192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105587 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -11191995.000000 Penalty: 3771.296875
	Iteration 74Q: 3 clusters Score -1.1192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105591 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -11191982.000000 Penalty: 3771.296875
	Iteration 75Q: 3 clusters Score -1.119198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105592 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -11191981.000000 Penalty: 3771.296875
	Iteration 76Q: 3 clusters Score -1.119198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105596 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -11191979.000000 Penalty: 3771.296875
	Iteration 77Q: 3 clusters Score -1.119198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105602 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -11191980.000000 Penalty: 3771.296875
	Iteration 78Q: 3 clusters Score -1.119198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105608 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -11191982.000000 Penalty: 3771.296875
	Iteration 79Q: 3 clusters Score -1.119198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105613 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -11191980.000000 Penalty: 3771.296875
	Iteration 80F: 3 clusters Score -1.119198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105621 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -11191996.000000 Penalty: 3771.296875
	Iteration 81Q: 3 clusters Score -1.1192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105626 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -11191989.000000 Penalty: 3771.296875
	Iteration 82Q: 3 clusters Score -1.119199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105632 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -11191986.000000 Penalty: 3771.296875
	Iteration 83Q: 3 clusters Score -1.119199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105636 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -11191989.000000 Penalty: 3771.296875
	Iteration 84Q: 3 clusters Score -1.119199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105639 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -11191995.000000 Penalty: 3771.296875
	Iteration 85Q: 3 clusters Score -1.1192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105641 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -11191994.000000 Penalty: 3771.296875
	Iteration 86Q: 3 clusters Score -1.119199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105644 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -11191996.000000 Penalty: 3771.296875
	Iteration 87Q: 3 clusters Score -1.1192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105645 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -11191989.000000 Penalty: 3771.296875
	Iteration 88Q: 3 clusters Score -1.119199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105645 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -11191989.000000 Penalty: 3771.296875
	Iteration 89F: 3 clusters Score -1.119199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55114 members 
Entering Unmasked Estep 
Score: -5607328.500000 Penalty: 1774.038330
	Iteration 0F: 2 clusters Score -5607328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -5570554.500000 Penalty: 3548.076660
	Iteration 0F: 3 clusters Score -5570554 nChanged 25909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -5585245.500000 Penalty: 3548.076660
	Iteration 1F: 3 clusters Score -5585246 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -5586096.500000 Penalty: 3548.076660
	Iteration 2Q: 3 clusters Score -5586096 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -5587254.500000 Penalty: 3548.076660
	Iteration 3Q: 3 clusters Score -5587254 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -5588622.500000 Penalty: 3548.076660
	Iteration 4Q: 3 clusters Score -5588622 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -5590353.500000 Penalty: 3548.076660
	Iteration 5F: 3 clusters Score -5590354 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -5592512.000000 Penalty: 3548.076660
	Iteration 6F: 3 clusters Score -5592512 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -5595203.000000 Penalty: 3548.076660
	Iteration 7F: 3 clusters Score -5595203 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -5598013.000000 Penalty: 3548.076660
	Iteration 8F: 3 clusters Score -5598013 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -5600013.500000 Penalty: 3548.076660
	Iteration 9F: 3 clusters Score -5600014 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -5601107.000000 Penalty: 3548.076660
	Iteration 10Q: 3 clusters Score -5601107 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -5601615.000000 Penalty: 3548.076660
	Iteration 11Q: 3 clusters Score -5601615 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -5601917.000000 Penalty: 3548.076660
	Iteration 12Q: 3 clusters Score -5601917 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -5602207.000000 Penalty: 3548.076660
	Iteration 13Q: 3 clusters Score -5602207 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -5602478.500000 Penalty: 3548.076660
	Iteration 14Q: 3 clusters Score -5602478 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -5602729.000000 Penalty: 3548.076660
	Iteration 15Q: 3 clusters Score -5602729 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -5603019.500000 Penalty: 3548.076660
	Iteration 16Q: 3 clusters Score -5603020 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -5603298.000000 Penalty: 3548.076660
	Iteration 17Q: 3 clusters Score -5603298 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -5603611.000000 Penalty: 3548.076660
	Iteration 18Q: 3 clusters Score -5603611 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -5603928.500000 Penalty: 3548.076660
	Iteration 19Q: 3 clusters Score -5603928 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -5604185.500000 Penalty: 3548.076660
	Iteration 20F: 3 clusters Score -5604186 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -5604456.500000 Penalty: 3548.076660
	Iteration 21Q: 3 clusters Score -5604456 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -5604719.500000 Penalty: 3548.076660
	Iteration 22Q: 3 clusters Score -5604720 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -5604950.000000 Penalty: 3548.076660
	Iteration 23Q: 3 clusters Score -5604950 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -5605198.500000 Penalty: 3548.076660
	Iteration 24Q: 3 clusters Score -5605198 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -5605415.000000 Penalty: 3548.076660
	Iteration 25Q: 3 clusters Score -5605415 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -5605621.000000 Penalty: 3548.076660
	Iteration 26Q: 3 clusters Score -5605621 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -5605813.500000 Penalty: 3548.076660
	Iteration 27Q: 3 clusters Score -5605814 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -5606026.500000 Penalty: 3548.076660
	Iteration 28Q: 3 clusters Score -5606026 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -5606211.500000 Penalty: 3548.076660
	Iteration 29Q: 3 clusters Score -5606212 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -5606399.500000 Penalty: 3548.076660
	Iteration 30Q: 3 clusters Score -5606400 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -5606586.000000 Penalty: 3548.076660
	Iteration 31Q: 3 clusters Score -5606586 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -5606714.500000 Penalty: 3548.076660
	Iteration 32Q: 3 clusters Score -5606714 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -5606838.000000 Penalty: 3548.076660
	Iteration 33Q: 3 clusters Score -5606838 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
Score: -5606950.000000 Penalty: 3548.076660
	Iteration 34Q: 3 clusters Score -5606950 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -5607044.000000 Penalty: 3548.076660
	Iteration 35Q: 3 clusters Score -5607044 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -5607124.500000 Penalty: 3548.076660
	Iteration 36Q: 3 clusters Score -5607124 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -5607175.000000 Penalty: 3548.076660
	Iteration 37Q: 3 clusters Score -5607175 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -5607210.500000 Penalty: 3548.076660
	Iteration 38Q: 3 clusters Score -5607210 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -5607239.500000 Penalty: 3548.076660
	Iteration 39Q: 3 clusters Score -5607240 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -5607265.500000 Penalty: 3548.076660
	Iteration 40F: 3 clusters Score -5607266 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -5607271.000000 Penalty: 3548.076660
	Iteration 41Q: 3 clusters Score -5607271 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -5607277.000000 Penalty: 3548.076660
	Iteration 42Q: 3 clusters Score -5607277 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -5607284.500000 Penalty: 3548.076660
	Iteration 43Q: 3 clusters Score -5607284 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -5607309.000000 Penalty: 3548.076660
	Iteration 44Q: 3 clusters Score -5607309 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -5607333.500000 Penalty: 3548.076660
	Iteration 45Q: 3 clusters Score -5607334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -5607344.500000 Penalty: 3548.076660
	Iteration 46Q: 3 clusters Score -5607344 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -5607362.500000 Penalty: 3548.076660
	Iteration 47Q: 3 clusters Score -5607362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 52330 members 
Entering Unmasked Estep 
Score: -5607364.500000 Penalty: 3548.076660
	Iteration 48Q: 3 clusters Score -5607364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -5607379.500000 Penalty: 3548.076660
	Iteration 49Q: 3 clusters Score -5607380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 52396 members 
Entering Unmasked Estep 
Score: -5607389.000000 Penalty: 3548.076660
	Iteration 50Q: 3 clusters Score -5607389 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 52423 members 
Entering Unmasked Estep 
Score: -5607383.000000 Penalty: 3548.076660
	Iteration 51Q: 3 clusters Score -5607383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -5607383.500000 Penalty: 3548.076660
	Iteration 52Q: 3 clusters Score -5607384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -5607387.500000 Penalty: 3548.076660
	Iteration 53Q: 3 clusters Score -5607388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 52482 members 
Entering Unmasked Estep 
Score: -5607391.000000 Penalty: 3548.076660
	Iteration 54Q: 3 clusters Score -5607391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -5607385.000000 Penalty: 3548.076660
	Iteration 55Q: 3 clusters Score -5607385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -5607386.500000 Penalty: 3548.076660
	Iteration 56Q: 3 clusters Score -5607386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 52512 members 
Entering Unmasked Estep 
Score: -5607393.000000 Penalty: 3548.076660
	Iteration 57Q: 3 clusters Score -5607393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 52523 members 
Entering Unmasked Estep 
Score: -5607388.500000 Penalty: 3548.076660
	Iteration 58Q: 3 clusters Score -5607388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 52532 members 
Entering Unmasked Estep 
Score: -5607391.000000 Penalty: 3548.076660
	Iteration 59Q: 3 clusters Score -5607391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -5607395.500000 Penalty: 3548.076660
	Iteration 60F: 3 clusters Score -5607396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -5607386.000000 Penalty: 3548.076660
	Iteration 61Q: 3 clusters Score -5607386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -5607392.500000 Penalty: 3548.076660
	Iteration 62Q: 3 clusters Score -5607392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -5607403.500000 Penalty: 3548.076660
	Iteration 63Q: 3 clusters Score -5607404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -5607397.000000 Penalty: 3548.076660
	Iteration 64Q: 3 clusters Score -5607397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -5607392.500000 Penalty: 3548.076660
	Iteration 65Q: 3 clusters Score -5607392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -5607390.500000 Penalty: 3548.076660
	Iteration 66Q: 3 clusters Score -5607390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -5607393.500000 Penalty: 3548.076660
	Iteration 67Q: 3 clusters Score -5607394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -5607396.000000 Penalty: 3548.076660
	Iteration 68Q: 3 clusters Score -5607396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -5607402.000000 Penalty: 3548.076660
	Iteration 69Q: 3 clusters Score -5607402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -5607398.000000 Penalty: 3548.076660
	Iteration 70Q: 3 clusters Score -5607398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -5607397.000000 Penalty: 3548.076660
	Iteration 71Q: 3 clusters Score -5607397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -5607399.500000 Penalty: 3548.076660
	Iteration 72Q: 3 clusters Score -5607400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 52673 members 
Entering Unmasked Estep 
Score: -5607392.500000 Penalty: 3548.076660
	Iteration 73Q: 3 clusters Score -5607392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 52676 members 
Entering Unmasked Estep 
Score: -5607394.000000 Penalty: 3548.076660
	Iteration 74Q: 3 clusters Score -5607394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 52680 members 
Entering Unmasked Estep 
Score: -5607394.000000 Penalty: 3548.076660
	Iteration 75Q: 3 clusters Score -5607394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -5607392.500000 Penalty: 3548.076660
	Iteration 76Q: 3 clusters Score -5607392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -5607399.000000 Penalty: 3548.076660
	Iteration 77Q: 3 clusters Score -5607399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 52695 members 
Entering Unmasked Estep 
Score: -5607402.500000 Penalty: 3548.076660
	Iteration 78Q: 3 clusters Score -5607402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -5607402.000000 Penalty: 3548.076660
	Iteration 79Q: 3 clusters Score -5607402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -5607400.000000 Penalty: 3548.076660
	Iteration 80F: 3 clusters Score -5607400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 52713 members 
Entering Unmasked Estep 
Score: -5607404.000000 Penalty: 3548.076660
	Iteration 81Q: 3 clusters Score -5607404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -5607402.000000 Penalty: 3548.076660
	Iteration 82Q: 3 clusters Score -5607402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -5607398.000000 Penalty: 3548.076660
	Iteration 83Q: 3 clusters Score -5607398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -5607398.000000 Penalty: 3548.076660
	Iteration 84Q: 3 clusters Score -5607398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -5607398.000000 Penalty: 3548.076660
	Iteration 85F: 3 clusters Score -5607398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 22780 members 
Mstep: Class 3 contains 109534 members 
Mstep: Class 4 contains 52722 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 1813 members 
Mstep: Class 7 contains 10651 members 
Mstep: Class 8 contains 2389 members 
Mstep: Class 9 contains 46373 members 
Mstep: Class 10 contains 23862 members 
Mstep: Class 11 contains 91693 members 
Mstep: Class 12 contains 235027 members 
Mstep: Class 13 contains 207268 members 
Mstep: Class 14 contains 52547 members 
Mstep: Class 15 contains 41929 members 
Mstep: Class 16 contains 87833 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 131459 members 
Mstep: Class 19 contains 10007 members 
Mstep: Class 20 contains 152618 members 
Entering Unmasked Estep 
Score: -127890888.000000 Penalty: 45719.996094
Splitting cluster 5 changes total score from -127886968.000000 to -127890888.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 6 (1813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Entering Unmasked Estep 
Score: -195090.328125 Penalty: 1219.194946
	Iteration 0F: 2 clusters Score -195090.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -193106.578125 Penalty: 2438.389893
	Iteration 0F: 3 clusters Score -193106.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -193471.515625 Penalty: 2438.389893
	Iteration 1F: 3 clusters Score -193471.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -193571.031250 Penalty: 2438.389893
	Iteration 2F: 3 clusters Score -193571 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -193621.937500 Penalty: 2438.389893
	Iteration 3Q: 3 clusters Score -193621.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -193654.828125 Penalty: 2438.389893
	Iteration 4Q: 3 clusters Score -193654.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -193677.187500 Penalty: 2438.389893
	Iteration 5Q: 3 clusters Score -193677.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -193692.640625 Penalty: 2438.389893
	Iteration 6Q: 3 clusters Score -193692.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -193701.375000 Penalty: 2438.389893
	Iteration 7Q: 3 clusters Score -193701.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -193708.718750 Penalty: 2438.389893
	Iteration 8Q: 3 clusters Score -193708.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -193716.656250 Penalty: 2438.389893
	Iteration 9Q: 3 clusters Score -193716.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -193726.250000 Penalty: 2438.389893
	Iteration 10Q: 3 clusters Score -193726.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -193732.968750 Penalty: 2438.389893
	Iteration 11Q: 3 clusters Score -193733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -193740.890625 Penalty: 2438.389893
	Iteration 12Q: 3 clusters Score -193740.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -193747.796875 Penalty: 2438.389893
	Iteration 13Q: 3 clusters Score -193747.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -193753.531250 Penalty: 2438.389893
	Iteration 14Q: 3 clusters Score -193753.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -193757.906250 Penalty: 2438.389893
	Iteration 15Q: 3 clusters Score -193757.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -193763.187500 Penalty: 2438.389893
	Iteration 16Q: 3 clusters Score -193763.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -193766.765625 Penalty: 2438.389893
	Iteration 17Q: 3 clusters Score -193766.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -193768.484375 Penalty: 2438.389893
	Iteration 18Q: 3 clusters Score -193768.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -193770.187500 Penalty: 2438.389893
	Iteration 19Q: 3 clusters Score -193770.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -193770.921875 Penalty: 2438.389893
	Iteration 20F: 3 clusters Score -193770.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -193772.921875 Penalty: 2438.389893
	Iteration 21Q: 3 clusters Score -193772.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -193773.609375 Penalty: 2438.389893
	Iteration 22Q: 3 clusters Score -193773.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -193773.609375 Penalty: 2438.389893
	Iteration 23F: 3 clusters Score -193773.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Entering Unmasked Estep 
Score: -1097930.875000 Penalty: 1506.928955
	Iteration 0F: 2 clusters Score -1097931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1090360.500000 Penalty: 3013.857910
	Iteration 0F: 3 clusters Score -1090360 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1092802.625000 Penalty: 3013.857910
	Iteration 1F: 3 clusters Score -1092803 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1093073.875000 Penalty: 3013.857910
	Iteration 2F: 3 clusters Score -1093074 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1093306.375000 Penalty: 3013.857910
	Iteration 3F: 3 clusters Score -1093306 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1093534.875000 Penalty: 3013.857910
	Iteration 4Q: 3 clusters Score -1093535 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1093789.375000 Penalty: 3013.857910
	Iteration 5Q: 3 clusters Score -1093789 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1094101.375000 Penalty: 3013.857910
	Iteration 6Q: 3 clusters Score -1094101 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1094423.375000 Penalty: 3013.857910
	Iteration 7Q: 3 clusters Score -1094423 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1094744.000000 Penalty: 3013.857910
	Iteration 8F: 3 clusters Score -1094744 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1095072.125000 Penalty: 3013.857910
	Iteration 9Q: 3 clusters Score -1095072 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1095380.250000 Penalty: 3013.857910
	Iteration 10Q: 3 clusters Score -1095380 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1095693.000000 Penalty: 3013.857910
	Iteration 11Q: 3 clusters Score -1095693 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1095944.000000 Penalty: 3013.857910
	Iteration 12Q: 3 clusters Score -1095944 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1096112.875000 Penalty: 3013.857910
	Iteration 13Q: 3 clusters Score -1096113 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1096252.375000 Penalty: 3013.857910
	Iteration 14Q: 3 clusters Score -1096252 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1096339.625000 Penalty: 3013.857910
	Iteration 15Q: 3 clusters Score -1096340 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1096408.375000 Penalty: 3013.857910
	Iteration 16Q: 3 clusters Score -1096408 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1096470.500000 Penalty: 3013.857910
	Iteration 17Q: 3 clusters Score -1096470 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1096534.625000 Penalty: 3013.857910
	Iteration 18Q: 3 clusters Score -1096535 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1096589.250000 Penalty: 3013.857910
	Iteration 19Q: 3 clusters Score -1096589 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1096638.250000 Penalty: 3013.857910
	Iteration 20F: 3 clusters Score -1096638 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1096676.625000 Penalty: 3013.857910
	Iteration 21Q: 3 clusters Score -1096677 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1096710.250000 Penalty: 3013.857910
	Iteration 22Q: 3 clusters Score -1096710 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1096740.500000 Penalty: 3013.857910
	Iteration 23Q: 3 clusters Score -1096740 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1096769.875000 Penalty: 3013.857910
	Iteration 24Q: 3 clusters Score -1096770 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1096795.500000 Penalty: 3013.857910
	Iteration 25Q: 3 clusters Score -1096796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1096813.125000 Penalty: 3013.857910
	Iteration 26Q: 3 clusters Score -1096813 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1096832.250000 Penalty: 3013.857910
	Iteration 27Q: 3 clusters Score -1096832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1096855.625000 Penalty: 3013.857910
	Iteration 28Q: 3 clusters Score -1096856 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1096882.625000 Penalty: 3013.857910
	Iteration 29Q: 3 clusters Score -1096883 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1096905.375000 Penalty: 3013.857910
	Iteration 30Q: 3 clusters Score -1096905 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1096924.000000 Penalty: 3013.857910
	Iteration 31Q: 3 clusters Score -1096924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1096939.500000 Penalty: 3013.857910
	Iteration 32Q: 3 clusters Score -1096940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1096954.250000 Penalty: 3013.857910
	Iteration 33Q: 3 clusters Score -1096954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1096964.000000 Penalty: 3013.857910
	Iteration 34Q: 3 clusters Score -1096964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1096976.625000 Penalty: 3013.857910
	Iteration 35Q: 3 clusters Score -1096977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1096985.125000 Penalty: 3013.857910
	Iteration 36Q: 3 clusters Score -1096985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1096994.500000 Penalty: 3013.857910
	Iteration 37Q: 3 clusters Score -1096994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1096999.875000 Penalty: 3013.857910
	Iteration 38Q: 3 clusters Score -1097000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1097002.750000 Penalty: 3013.857910
	Iteration 39Q: 3 clusters Score -1097003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1097004.625000 Penalty: 3013.857910
	Iteration 40F: 3 clusters Score -1097005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1097006.625000 Penalty: 3013.857910
	Iteration 41Q: 3 clusters Score -1097007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1097009.625000 Penalty: 3013.857910
	Iteration 42Q: 3 clusters Score -1097010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1097010.125000 Penalty: 3013.857910
	Iteration 43Q: 3 clusters Score -1097010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1097011.500000 Penalty: 3013.857910
	Iteration 44Q: 3 clusters Score -1097012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1097012.375000 Penalty: 3013.857910
	Iteration 45Q: 3 clusters Score -1097012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1097011.625000 Penalty: 3013.857910
	Iteration 46Q: 3 clusters Score -1097012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1097012.750000 Penalty: 3013.857910
	Iteration 47Q: 3 clusters Score -1097013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1097013.500000 Penalty: 3013.857910
	Iteration 48Q: 3 clusters Score -1097014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1097014.875000 Penalty: 3013.857910
	Iteration 49Q: 3 clusters Score -1097015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1097018.375000 Penalty: 3013.857910
	Iteration 50Q: 3 clusters Score -1097018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1097019.250000 Penalty: 3013.857910
	Iteration 51Q: 3 clusters Score -1097019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1097018.875000 Penalty: 3013.857910
	Iteration 52Q: 3 clusters Score -1097019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1097017.250000 Penalty: 3013.857910
	Iteration 53Q: 3 clusters Score -1097017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1097020.750000 Penalty: 3013.857910
	Iteration 54Q: 3 clusters Score -1097021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1097022.625000 Penalty: 3013.857910
	Iteration 55Q: 3 clusters Score -1097023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1097029.500000 Penalty: 3013.857910
	Iteration 56Q: 3 clusters Score -1097030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1097032.750000 Penalty: 3013.857910
	Iteration 57Q: 3 clusters Score -1097033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1097038.000000 Penalty: 3013.857910
	Iteration 58Q: 3 clusters Score -1097038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1097041.750000 Penalty: 3013.857910
	Iteration 59Q: 3 clusters Score -1097042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1097045.125000 Penalty: 3013.857910
	Iteration 60F: 3 clusters Score -1097045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1097048.250000 Penalty: 3013.857910
	Iteration 61Q: 3 clusters Score -1097048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1097049.250000 Penalty: 3013.857910
	Iteration 62Q: 3 clusters Score -1097049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1097046.625000 Penalty: 3013.857910
	Iteration 63Q: 3 clusters Score -1097047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1097047.500000 Penalty: 3013.857910
	Iteration 64Q: 3 clusters Score -1097048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1097049.875000 Penalty: 3013.857910
	Iteration 65Q: 3 clusters Score -1097050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1097052.375000 Penalty: 3013.857910
	Iteration 66Q: 3 clusters Score -1097052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1097053.625000 Penalty: 3013.857910
	Iteration 67Q: 3 clusters Score -1097054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1097056.000000 Penalty: 3013.857910
	Iteration 68Q: 3 clusters Score -1097056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1097057.625000 Penalty: 3013.857910
	Iteration 69Q: 3 clusters Score -1097058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1097057.625000 Penalty: 3013.857910
	Iteration 70F: 3 clusters Score -1097058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Entering Unmasked Estep 
Score: -260170.718750 Penalty: 1264.027466
	Iteration 0F: 2 clusters Score -260170.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -257791.796875 Penalty: 2528.054932
	Iteration 0F: 3 clusters Score -257791.8 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -258329.921875 Penalty: 2528.054932
	Iteration 1F: 3 clusters Score -258329.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -258443.062500 Penalty: 2528.054932
	Iteration 2F: 3 clusters Score -258443.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -258513.468750 Penalty: 2528.054932
	Iteration 3Q: 3 clusters Score -258513.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -258551.093750 Penalty: 2528.054932
	Iteration 4Q: 3 clusters Score -258551.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -258578.890625 Penalty: 2528.054932
	Iteration 5Q: 3 clusters Score -258578.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -258599.421875 Penalty: 2528.054932
	Iteration 6Q: 3 clusters Score -258599.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -258613.218750 Penalty: 2528.054932
	Iteration 7Q: 3 clusters Score -258613.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -258628.515625 Penalty: 2528.054932
	Iteration 8Q: 3 clusters Score -258628.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -258639.890625 Penalty: 2528.054932
	Iteration 9Q: 3 clusters Score -258639.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -258646.484375 Penalty: 2528.054932
	Iteration 10Q: 3 clusters Score -258646.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -258652.765625 Penalty: 2528.054932
	Iteration 11Q: 3 clusters Score -258652.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -258660.296875 Penalty: 2528.054932
	Iteration 12Q: 3 clusters Score -258660.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -258670.234375 Penalty: 2528.054932
	Iteration 13Q: 3 clusters Score -258670.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -258678.484375 Penalty: 2528.054932
	Iteration 14Q: 3 clusters Score -258678.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -258686.359375 Penalty: 2528.054932
	Iteration 15Q: 3 clusters Score -258686.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -258694.812500 Penalty: 2528.054932
	Iteration 16Q: 3 clusters Score -258694.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -258705.437500 Penalty: 2528.054932
	Iteration 17Q: 3 clusters Score -258705.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -258714.406250 Penalty: 2528.054932
	Iteration 18Q: 3 clusters Score -258714.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -258718.734375 Penalty: 2528.054932
	Iteration 19Q: 3 clusters Score -258718.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -258725.281250 Penalty: 2528.054932
	Iteration 20F: 3 clusters Score -258725.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -258730.109375 Penalty: 2528.054932
	Iteration 21Q: 3 clusters Score -258730.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -258732.750000 Penalty: 2528.054932
	Iteration 22Q: 3 clusters Score -258732.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -258735.671875 Penalty: 2528.054932
	Iteration 23Q: 3 clusters Score -258735.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -258737.859375 Penalty: 2528.054932
	Iteration 24Q: 3 clusters Score -258737.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -258739.390625 Penalty: 2528.054932
	Iteration 25Q: 3 clusters Score -258739.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -258741.140625 Penalty: 2528.054932
	Iteration 26Q: 3 clusters Score -258741.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -258742.906250 Penalty: 2528.054932
	Iteration 27Q: 3 clusters Score -258742.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -258743.875000 Penalty: 2528.054932
	Iteration 28Q: 3 clusters Score -258743.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -258745.281250 Penalty: 2528.054932
	Iteration 29Q: 3 clusters Score -258745.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -258747.734375 Penalty: 2528.054932
	Iteration 30Q: 3 clusters Score -258747.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -258752.343750 Penalty: 2528.054932
	Iteration 31Q: 3 clusters Score -258752.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -258756.093750 Penalty: 2528.054932
	Iteration 32Q: 3 clusters Score -258756.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -258760.656250 Penalty: 2528.054932
	Iteration 33Q: 3 clusters Score -258760.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -258767.718750 Penalty: 2528.054932
	Iteration 34Q: 3 clusters Score -258767.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -258769.984375 Penalty: 2528.054932
	Iteration 35Q: 3 clusters Score -258770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -258772.421875 Penalty: 2528.054932
	Iteration 36Q: 3 clusters Score -258772.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -258774.875000 Penalty: 2528.054932
	Iteration 37Q: 3 clusters Score -258774.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -258778.562500 Penalty: 2528.054932
	Iteration 38Q: 3 clusters Score -258778.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -258782.390625 Penalty: 2528.054932
	Iteration 39Q: 3 clusters Score -258782.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -258789.531250 Penalty: 2528.054932
	Iteration 40F: 3 clusters Score -258789.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -258797.718750 Penalty: 2528.054932
	Iteration 41Q: 3 clusters Score -258797.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -258802.937500 Penalty: 2528.054932
	Iteration 42Q: 3 clusters Score -258802.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -258806.937500 Penalty: 2528.054932
	Iteration 43Q: 3 clusters Score -258806.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -258811.359375 Penalty: 2528.054932
	Iteration 44Q: 3 clusters Score -258811.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -258813.812500 Penalty: 2528.054932
	Iteration 45Q: 3 clusters Score -258813.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -258817.625000 Penalty: 2528.054932
	Iteration 46Q: 3 clusters Score -258817.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -258822.062500 Penalty: 2528.054932
	Iteration 47Q: 3 clusters Score -258822.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -258824.000000 Penalty: 2528.054932
	Iteration 48Q: 3 clusters Score -258824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -258827.218750 Penalty: 2528.054932
	Iteration 49Q: 3 clusters Score -258827.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -258828.531250 Penalty: 2528.054932
	Iteration 50Q: 3 clusters Score -258828.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -258830.500000 Penalty: 2528.054932
	Iteration 51Q: 3 clusters Score -258830.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -258832.296875 Penalty: 2528.054932
	Iteration 52Q: 3 clusters Score -258832.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -258833.328125 Penalty: 2528.054932
	Iteration 53Q: 3 clusters Score -258833.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -258833.718750 Penalty: 2528.054932
	Iteration 54Q: 3 clusters Score -258833.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -258833.921875 Penalty: 2528.054932
	Iteration 55Q: 3 clusters Score -258833.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -258834.453125 Penalty: 2528.054932
	Iteration 56Q: 3 clusters Score -258834.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -258834.453125 Penalty: 2528.054932
	Iteration 57F: 3 clusters Score -258834.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Entering Unmasked Estep 
Score: -4717825.500000 Penalty: 1745.976807
	Iteration 0F: 2 clusters Score -4717826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -4686874.500000 Penalty: 3491.953613
	Iteration 0F: 3 clusters Score -4686874 nChanged 21618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -4698990.500000 Penalty: 3491.953613
	Iteration 1F: 3 clusters Score -4698990 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -4699499.500000 Penalty: 3491.953613
	Iteration 2Q: 3 clusters Score -4699500 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -4700170.500000 Penalty: 3491.953613
	Iteration 3Q: 3 clusters Score -4700170 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -4701149.500000 Penalty: 3491.953613
	Iteration 4Q: 3 clusters Score -4701150 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -4702741.000000 Penalty: 3491.953613
	Iteration 5F: 3 clusters Score -4702741 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -4705371.000000 Penalty: 3491.953613
	Iteration 6F: 3 clusters Score -4705371 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -4708926.500000 Penalty: 3491.953613
	Iteration 7F: 3 clusters Score -4708926 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -4712350.500000 Penalty: 3491.953613
	Iteration 8F: 3 clusters Score -4712350 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -4714654.500000 Penalty: 3491.953613
	Iteration 9Q: 3 clusters Score -4714654 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -4715842.000000 Penalty: 3491.953613
	Iteration 10Q: 3 clusters Score -4715842 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -4716311.500000 Penalty: 3491.953613
	Iteration 11Q: 3 clusters Score -4716312 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -4716467.500000 Penalty: 3491.953613
	Iteration 12Q: 3 clusters Score -4716468 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -4716546.000000 Penalty: 3491.953613
	Iteration 13Q: 3 clusters Score -4716546 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -4716633.500000 Penalty: 3491.953613
	Iteration 14Q: 3 clusters Score -4716634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -4716685.000000 Penalty: 3491.953613
	Iteration 15Q: 3 clusters Score -4716685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -4716718.000000 Penalty: 3491.953613
	Iteration 16Q: 3 clusters Score -4716718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -4716752.500000 Penalty: 3491.953613
	Iteration 17Q: 3 clusters Score -4716752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -4716768.500000 Penalty: 3491.953613
	Iteration 18Q: 3 clusters Score -4716768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -4716768.500000 Penalty: 3491.953613
	Iteration 19Q: 3 clusters Score -4716768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -4716782.000000 Penalty: 3491.953613
	Iteration 20F: 3 clusters Score -4716782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -4716795.000000 Penalty: 3491.953613
	Iteration 21Q: 3 clusters Score -4716795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -4716804.000000 Penalty: 3491.953613
	Iteration 22Q: 3 clusters Score -4716804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -4716815.500000 Penalty: 3491.953613
	Iteration 23Q: 3 clusters Score -4716816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -4716817.500000 Penalty: 3491.953613
	Iteration 24Q: 3 clusters Score -4716818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -4716828.500000 Penalty: 3491.953613
	Iteration 25Q: 3 clusters Score -4716828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -4716826.000000 Penalty: 3491.953613
	Iteration 26Q: 3 clusters Score -4716826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -4716827.500000 Penalty: 3491.953613
	Iteration 27Q: 3 clusters Score -4716828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -4716830.000000 Penalty: 3491.953613
	Iteration 28Q: 3 clusters Score -4716830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -4716827.500000 Penalty: 3491.953613
	Iteration 29Q: 3 clusters Score -4716828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -4716828.000000 Penalty: 3491.953613
	Iteration 30Q: 3 clusters Score -4716828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -4716829.000000 Penalty: 3491.953613
	Iteration 31Q: 3 clusters Score -4716829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -4716829.000000 Penalty: 3491.953613
	Iteration 32F: 3 clusters Score -4716829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Entering Unmasked Estep 
Score: -2502545.000000 Penalty: 1638.006958
	Iteration 0F: 2 clusters Score -2502545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2486243.750000 Penalty: 3276.013916
	Iteration 0F: 3 clusters Score -2486244 nChanged 10928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2492392.250000 Penalty: 3276.013916
	Iteration 1F: 3 clusters Score -2492392 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2492716.500000 Penalty: 3276.013916
	Iteration 2Q: 3 clusters Score -2492716 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2493009.250000 Penalty: 3276.013916
	Iteration 3Q: 3 clusters Score -2493009 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2493291.250000 Penalty: 3276.013916
	Iteration 4Q: 3 clusters Score -2493291 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2493651.750000 Penalty: 3276.013916
	Iteration 5Q: 3 clusters Score -2493652 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2494124.750000 Penalty: 3276.013916
	Iteration 6Q: 3 clusters Score -2494125 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2494799.750000 Penalty: 3276.013916
	Iteration 7Q: 3 clusters Score -2494800 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2495596.750000 Penalty: 3276.013916
	Iteration 8F: 3 clusters Score -2495597 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2496533.250000 Penalty: 3276.013916
	Iteration 9F: 3 clusters Score -2496533 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2497314.500000 Penalty: 3276.013916
	Iteration 10Q: 3 clusters Score -2497314 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2497739.500000 Penalty: 3276.013916
	Iteration 11Q: 3 clusters Score -2497740 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2497972.750000 Penalty: 3276.013916
	Iteration 12Q: 3 clusters Score -2497973 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2498135.500000 Penalty: 3276.013916
	Iteration 13Q: 3 clusters Score -2498136 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2498293.750000 Penalty: 3276.013916
	Iteration 14Q: 3 clusters Score -2498294 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2498433.250000 Penalty: 3276.013916
	Iteration 15Q: 3 clusters Score -2498433 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2498563.750000 Penalty: 3276.013916
	Iteration 16Q: 3 clusters Score -2498564 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2498677.500000 Penalty: 3276.013916
	Iteration 17Q: 3 clusters Score -2498678 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2498791.250000 Penalty: 3276.013916
	Iteration 18Q: 3 clusters Score -2498791 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2498879.500000 Penalty: 3276.013916
	Iteration 19Q: 3 clusters Score -2498880 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2498970.250000 Penalty: 3276.013916
	Iteration 20F: 3 clusters Score -2498970 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2499039.250000 Penalty: 3276.013916
	Iteration 21Q: 3 clusters Score -2499039 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2499116.250000 Penalty: 3276.013916
	Iteration 22Q: 3 clusters Score -2499116 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2499169.000000 Penalty: 3276.013916
	Iteration 23Q: 3 clusters Score -2499169 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2499214.500000 Penalty: 3276.013916
	Iteration 24Q: 3 clusters Score -2499214 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2499266.000000 Penalty: 3276.013916
	Iteration 25Q: 3 clusters Score -2499266 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2499303.750000 Penalty: 3276.013916
	Iteration 26Q: 3 clusters Score -2499304 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2499362.500000 Penalty: 3276.013916
	Iteration 27Q: 3 clusters Score -2499362 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2499396.750000 Penalty: 3276.013916
	Iteration 28Q: 3 clusters Score -2499397 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2499427.750000 Penalty: 3276.013916
	Iteration 29Q: 3 clusters Score -2499428 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2499465.000000 Penalty: 3276.013916
	Iteration 30Q: 3 clusters Score -2499465 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2499509.250000 Penalty: 3276.013916
	Iteration 31Q: 3 clusters Score -2499509 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2499550.250000 Penalty: 3276.013916
	Iteration 32Q: 3 clusters Score -2499550 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2499568.500000 Penalty: 3276.013916
	Iteration 33Q: 3 clusters Score -2499568 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2499605.750000 Penalty: 3276.013916
	Iteration 34Q: 3 clusters Score -2499606 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2499631.250000 Penalty: 3276.013916
	Iteration 35Q: 3 clusters Score -2499631 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2499656.000000 Penalty: 3276.013916
	Iteration 36Q: 3 clusters Score -2499656 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2499671.000000 Penalty: 3276.013916
	Iteration 37Q: 3 clusters Score -2499671 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2499681.250000 Penalty: 3276.013916
	Iteration 38Q: 3 clusters Score -2499681 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2499701.250000 Penalty: 3276.013916
	Iteration 39Q: 3 clusters Score -2499701 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -2499725.000000 Penalty: 3276.013916
	Iteration 40F: 3 clusters Score -2499725 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2499743.750000 Penalty: 3276.013916
	Iteration 41Q: 3 clusters Score -2499744 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2499748.000000 Penalty: 3276.013916
	Iteration 42Q: 3 clusters Score -2499748 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2499773.500000 Penalty: 3276.013916
	Iteration 43Q: 3 clusters Score -2499774 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2499788.250000 Penalty: 3276.013916
	Iteration 44Q: 3 clusters Score -2499788 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2499804.000000 Penalty: 3276.013916
	Iteration 45Q: 3 clusters Score -2499804 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2499826.500000 Penalty: 3276.013916
	Iteration 46Q: 3 clusters Score -2499826 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2499849.750000 Penalty: 3276.013916
	Iteration 47Q: 3 clusters Score -2499850 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2499859.500000 Penalty: 3276.013916
	Iteration 48Q: 3 clusters Score -2499860 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2499897.750000 Penalty: 3276.013916
	Iteration 49Q: 3 clusters Score -2499898 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2499928.500000 Penalty: 3276.013916
	Iteration 50Q: 3 clusters Score -2499928 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2499967.750000 Penalty: 3276.013916
	Iteration 51Q: 3 clusters Score -2499968 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2499999.750000 Penalty: 3276.013916
	Iteration 52Q: 3 clusters Score -2500000 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2500040.750000 Penalty: 3276.013916
	Iteration 53Q: 3 clusters Score -2500041 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2500077.500000 Penalty: 3276.013916
	Iteration 54Q: 3 clusters Score -2500078 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2500121.250000 Penalty: 3276.013916
	Iteration 55Q: 3 clusters Score -2500121 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2500167.250000 Penalty: 3276.013916
	Iteration 56Q: 3 clusters Score -2500167 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2500215.500000 Penalty: 3276.013916
	Iteration 57Q: 3 clusters Score -2500216 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2500254.250000 Penalty: 3276.013916
	Iteration 58Q: 3 clusters Score -2500254 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -2500280.750000 Penalty: 3276.013916
	Iteration 59Q: 3 clusters Score -2500281 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2500312.500000 Penalty: 3276.013916
	Iteration 60F: 3 clusters Score -2500312 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2500337.000000 Penalty: 3276.013916
	Iteration 61Q: 3 clusters Score -2500337 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -2500363.000000 Penalty: 3276.013916
	Iteration 62Q: 3 clusters Score -2500363 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2500378.500000 Penalty: 3276.013916
	Iteration 63Q: 3 clusters Score -2500378 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -2500403.000000 Penalty: 3276.013916
	Iteration 64Q: 3 clusters Score -2500403 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -2500432.750000 Penalty: 3276.013916
	Iteration 65Q: 3 clusters Score -2500433 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2500481.000000 Penalty: 3276.013916
	Iteration 66Q: 3 clusters Score -2500481 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2500514.250000 Penalty: 3276.013916
	Iteration 67Q: 3 clusters Score -2500514 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -2500548.500000 Penalty: 3276.013916
	Iteration 68Q: 3 clusters Score -2500548 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -2500582.750000 Penalty: 3276.013916
	Iteration 69Q: 3 clusters Score -2500583 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -2500617.000000 Penalty: 3276.013916
	Iteration 70Q: 3 clusters Score -2500617 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -2500650.750000 Penalty: 3276.013916
	Iteration 71Q: 3 clusters Score -2500651 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -2500680.750000 Penalty: 3276.013916
	Iteration 72Q: 3 clusters Score -2500681 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -2500706.500000 Penalty: 3276.013916
	Iteration 73Q: 3 clusters Score -2500706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -2500729.500000 Penalty: 3276.013916
	Iteration 74Q: 3 clusters Score -2500730 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -2500756.750000 Penalty: 3276.013916
	Iteration 75Q: 3 clusters Score -2500757 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -2500792.250000 Penalty: 3276.013916
	Iteration 76Q: 3 clusters Score -2500792 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -2500823.000000 Penalty: 3276.013916
	Iteration 77Q: 3 clusters Score -2500823 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -2500866.000000 Penalty: 3276.013916
	Iteration 78Q: 3 clusters Score -2500866 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -2500890.250000 Penalty: 3276.013916
	Iteration 79Q: 3 clusters Score -2500890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -2500915.250000 Penalty: 3276.013916
	Iteration 80F: 3 clusters Score -2500915 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -2500935.000000 Penalty: 3276.013916
	Iteration 81Q: 3 clusters Score -2500935 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -2500954.000000 Penalty: 3276.013916
	Iteration 82Q: 3 clusters Score -2500954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -2500965.750000 Penalty: 3276.013916
	Iteration 83Q: 3 clusters Score -2500966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -2500971.250000 Penalty: 3276.013916
	Iteration 84Q: 3 clusters Score -2500971 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -2500987.250000 Penalty: 3276.013916
	Iteration 85Q: 3 clusters Score -2500987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -2501000.500000 Penalty: 3276.013916
	Iteration 86Q: 3 clusters Score -2501000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -2501023.000000 Penalty: 3276.013916
	Iteration 87Q: 3 clusters Score -2501023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -2501035.750000 Penalty: 3276.013916
	Iteration 88Q: 3 clusters Score -2501036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -2501039.500000 Penalty: 3276.013916
	Iteration 89Q: 3 clusters Score -2501040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -2501045.500000 Penalty: 3276.013916
	Iteration 90Q: 3 clusters Score -2501046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -2501049.000000 Penalty: 3276.013916
	Iteration 91Q: 3 clusters Score -2501049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -2501047.000000 Penalty: 3276.013916
	Iteration 92Q: 3 clusters Score -2501047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -2501057.000000 Penalty: 3276.013916
	Iteration 93Q: 3 clusters Score -2501057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -2501067.000000 Penalty: 3276.013916
	Iteration 94Q: 3 clusters Score -2501067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -2501069.250000 Penalty: 3276.013916
	Iteration 95Q: 3 clusters Score -2501069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -2501070.500000 Penalty: 3276.013916
	Iteration 96Q: 3 clusters Score -2501070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -2501072.000000 Penalty: 3276.013916
	Iteration 97Q: 3 clusters Score -2501072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -2501080.750000 Penalty: 3276.013916
	Iteration 98Q: 3 clusters Score -2501081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -2501080.250000 Penalty: 3276.013916
	Iteration 99Q: 3 clusters Score -2501080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -2501085.500000 Penalty: 3276.013916
	Iteration 100F: 3 clusters Score -2501086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -2501086.250000 Penalty: 3276.013916
	Iteration 101Q: 3 clusters Score -2501086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -2501085.750000 Penalty: 3276.013916
	Iteration 102Q: 3 clusters Score -2501086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -2501087.500000 Penalty: 3276.013916
	Iteration 103Q: 3 clusters Score -2501088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -2501087.500000 Penalty: 3276.013916
	Iteration 104F: 3 clusters Score -2501088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (91693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91693 members 
Entering Unmasked Estep 
Score: -9281953.000000 Penalty: 1856.757690
	Iteration 0F: 2 clusters Score -9281953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -9220698.000000 Penalty: 3713.515381
	Iteration 0F: 3 clusters Score -9220698 nChanged 44021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -9245834.000000 Penalty: 3713.515381
	Iteration 1F: 3 clusters Score -9245834 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -9246627.000000 Penalty: 3713.515381
	Iteration 2Q: 3 clusters Score -9246627 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -9247488.000000 Penalty: 3713.515381
	Iteration 3Q: 3 clusters Score -9247488 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -9249145.000000 Penalty: 3713.515381
	Iteration 4Q: 3 clusters Score -9249145 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57023 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -9251743.000000 Penalty: 3713.515381
	Iteration 5F: 3 clusters Score -9251743 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -9255878.000000 Penalty: 3713.515381
	Iteration 6F: 3 clusters Score -9255878 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69177 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -9261607.000000 Penalty: 3713.515381
	Iteration 7F: 3 clusters Score -9261607 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -9267889.000000 Penalty: 3713.515381
	Iteration 8F: 3 clusters Score -9267889 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81624 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -9273244.000000 Penalty: 3713.515381
	Iteration 9F: 3 clusters Score -9273244 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85422 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -9276641.000000 Penalty: 3713.515381
	Iteration 10Q: 3 clusters Score -9276641 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87705 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -9278500.000000 Penalty: 3713.515381
	Iteration 11Q: 3 clusters Score -9278500 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -9279468.000000 Penalty: 3713.515381
	Iteration 12Q: 3 clusters Score -9279468 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89636 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -9279930.000000 Penalty: 3713.515381
	Iteration 13Q: 3 clusters Score -9279930 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89995 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -9280155.000000 Penalty: 3713.515381
	Iteration 14Q: 3 clusters Score -9280155 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90174 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -9280273.000000 Penalty: 3713.515381
	Iteration 15Q: 3 clusters Score -9280273 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90299 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -9280389.000000 Penalty: 3713.515381
	Iteration 16Q: 3 clusters Score -9280389 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90384 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -9280452.000000 Penalty: 3713.515381
	Iteration 17Q: 3 clusters Score -9280452 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90449 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -9280487.000000 Penalty: 3713.515381
	Iteration 18Q: 3 clusters Score -9280487 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90501 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -9280502.000000 Penalty: 3713.515381
	Iteration 19Q: 3 clusters Score -9280502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90543 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -9280498.000000 Penalty: 3713.515381
	Iteration 20F: 3 clusters Score -9280498 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90591 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9280531.000000 Penalty: 3713.515381
	Iteration 21Q: 3 clusters Score -9280531 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90622 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9280544.000000 Penalty: 3713.515381
	Iteration 22Q: 3 clusters Score -9280544 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90658 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -9280573.000000 Penalty: 3713.515381
	Iteration 23Q: 3 clusters Score -9280573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90680 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9280578.000000 Penalty: 3713.515381
	Iteration 24Q: 3 clusters Score -9280578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90704 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -9280598.000000 Penalty: 3713.515381
	Iteration 25Q: 3 clusters Score -9280598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90723 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -9280617.000000 Penalty: 3713.515381
	Iteration 26Q: 3 clusters Score -9280617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90743 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -9280611.000000 Penalty: 3713.515381
	Iteration 27Q: 3 clusters Score -9280611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90754 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9280611.000000 Penalty: 3713.515381
	Iteration 28Q: 3 clusters Score -9280611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90763 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9280635.000000 Penalty: 3713.515381
	Iteration 29Q: 3 clusters Score -9280635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90768 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -9280635.000000 Penalty: 3713.515381
	Iteration 30Q: 3 clusters Score -9280635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90770 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -9280640.000000 Penalty: 3713.515381
	Iteration 31Q: 3 clusters Score -9280640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90773 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9280655.000000 Penalty: 3713.515381
	Iteration 32Q: 3 clusters Score -9280655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90774 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9280672.000000 Penalty: 3713.515381
	Iteration 33Q: 3 clusters Score -9280672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90773 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9280662.000000 Penalty: 3713.515381
	Iteration 34Q: 3 clusters Score -9280662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90775 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -9280659.000000 Penalty: 3713.515381
	Iteration 35Q: 3 clusters Score -9280659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90779 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -9280661.000000 Penalty: 3713.515381
	Iteration 36Q: 3 clusters Score -9280661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90784 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9280653.000000 Penalty: 3713.515381
	Iteration 37Q: 3 clusters Score -9280653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90786 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -9280660.000000 Penalty: 3713.515381
	Iteration 38Q: 3 clusters Score -9280660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90784 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9280662.000000 Penalty: 3713.515381
	Iteration 39Q: 3 clusters Score -9280662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90785 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -9280668.000000 Penalty: 3713.515381
	Iteration 40F: 3 clusters Score -9280668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90788 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -9280675.000000 Penalty: 3713.515381
	Iteration 41Q: 3 clusters Score -9280675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90792 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -9280692.000000 Penalty: 3713.515381
	Iteration 42Q: 3 clusters Score -9280692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -9280697.000000 Penalty: 3713.515381
	Iteration 43Q: 3 clusters Score -9280697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90797 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9280700.000000 Penalty: 3713.515381
	Iteration 44Q: 3 clusters Score -9280700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90799 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9280695.000000 Penalty: 3713.515381
	Iteration 45Q: 3 clusters Score -9280695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90800 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -9280692.000000 Penalty: 3713.515381
	Iteration 46Q: 3 clusters Score -9280692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90802 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9280696.000000 Penalty: 3713.515381
	Iteration 47Q: 3 clusters Score -9280696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90803 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -9280694.000000 Penalty: 3713.515381
	Iteration 48Q: 3 clusters Score -9280694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90805 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -9280698.000000 Penalty: 3713.515381
	Iteration 49Q: 3 clusters Score -9280698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90806 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -9280691.000000 Penalty: 3713.515381
	Iteration 50Q: 3 clusters Score -9280691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90806 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -9280691.000000 Penalty: 3713.515381
	Iteration 51F: 3 clusters Score -9280691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (235027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235027 members 
Entering Unmasked Estep 
Score: -23986274.000000 Penalty: 2009.711548
	Iteration 0F: 2 clusters Score -2.398627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117138 members 
Mstep: Class 2 contains 117889 members 
Entering Unmasked Estep 
Score: -23862670.000000 Penalty: 4019.423096
	Iteration 0F: 3 clusters Score -2.386267e+07 nChanged 114016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111168 members 
Mstep: Class 2 contains 123859 members 
Entering Unmasked Estep 
Score: -23932598.000000 Penalty: 4019.423096
	Iteration 1F: 3 clusters Score -2.39326e+07 nChanged 9452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108034 members 
Mstep: Class 2 contains 126993 members 
Entering Unmasked Estep 
Score: -23936100.000000 Penalty: 4019.423096
	Iteration 2Q: 3 clusters Score -2.39361e+07 nChanged 11576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103464 members 
Mstep: Class 2 contains 131563 members 
Entering Unmasked Estep 
Score: -23941948.000000 Penalty: 4019.423096
	Iteration 3Q: 3 clusters Score -2.394195e+07 nChanged 14535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97183 members 
Mstep: Class 2 contains 137844 members 
Entering Unmasked Estep 
Score: -23951432.000000 Penalty: 4019.423096
	Iteration 4F: 3 clusters Score -2.395143e+07 nChanged 17061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89900 members 
Mstep: Class 2 contains 145127 members 
Entering Unmasked Estep 
Score: -23964480.000000 Penalty: 4019.423096
	Iteration 5F: 3 clusters Score -2.396448e+07 nChanged 17489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82833 members 
Mstep: Class 2 contains 152194 members 
Entering Unmasked Estep 
Score: -23979078.000000 Penalty: 4019.423096
	Iteration 6F: 3 clusters Score -2.397908e+07 nChanged 14983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77714 members 
Mstep: Class 2 contains 157313 members 
Entering Unmasked Estep 
Score: -23988722.000000 Penalty: 4019.423096
	Iteration 7F: 3 clusters Score -2.398872e+07 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73181 members 
Mstep: Class 2 contains 161846 members 
Entering Unmasked Estep 
Score: -23991858.000000 Penalty: 4019.423096
	Iteration 8Q: 3 clusters Score -2.399186e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68329 members 
Mstep: Class 2 contains 166698 members 
Entering Unmasked Estep 
Score: -23991932.000000 Penalty: 4019.423096
	Iteration 9Q: 3 clusters Score -2.399193e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 172125 members 
Entering Unmasked Estep 
Score: -23991394.000000 Penalty: 4019.423096
	Iteration 10Q: 3 clusters Score -2.399139e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 177920 members 
Entering Unmasked Estep 
Score: -23990236.000000 Penalty: 4019.423096
	Iteration 11Q: 3 clusters Score -2.399024e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 183960 members 
Entering Unmasked Estep 
Score: -23988982.000000 Penalty: 4019.423096
	Iteration 12Q: 3 clusters Score -2.398898e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 189823 members 
Entering Unmasked Estep 
Score: -23987584.000000 Penalty: 4019.423096
	Iteration 13Q: 3 clusters Score -2.398758e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 195374 members 
Entering Unmasked Estep 
Score: -23986100.000000 Penalty: 4019.423096
	Iteration 14Q: 3 clusters Score -2.39861e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 200439 members 
Entering Unmasked Estep 
Score: -23984792.000000 Penalty: 4019.423096
	Iteration 15Q: 3 clusters Score -2.398479e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 204868 members 
Entering Unmasked Estep 
Score: -23983984.000000 Penalty: 4019.423096
	Iteration 16Q: 3 clusters Score -2.398398e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 208686 members 
Entering Unmasked Estep 
Score: -23983120.000000 Penalty: 4019.423096
	Iteration 17Q: 3 clusters Score -2.398312e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 211993 members 
Entering Unmasked Estep 
Score: -23982494.000000 Penalty: 4019.423096
	Iteration 18Q: 3 clusters Score -2.398249e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 214793 members 
Entering Unmasked Estep 
Score: -23982370.000000 Penalty: 4019.423096
	Iteration 19Q: 3 clusters Score -2.398237e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 217265 members 
Entering Unmasked Estep 
Score: -23982932.000000 Penalty: 4019.423096
	Iteration 20F: 3 clusters Score -2.398293e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 219850 members 
Entering Unmasked Estep 
Score: -23983268.000000 Penalty: 4019.423096
	Iteration 21Q: 3 clusters Score -2.398327e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 222205 members 
Entering Unmasked Estep 
Score: -23983642.000000 Penalty: 4019.423096
	Iteration 22Q: 3 clusters Score -2.398364e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 224289 members 
Entering Unmasked Estep 
Score: -23983888.000000 Penalty: 4019.423096
	Iteration 23Q: 3 clusters Score -2.398389e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 226066 members 
Entering Unmasked Estep 
Score: -23984062.000000 Penalty: 4019.423096
	Iteration 24Q: 3 clusters Score -2.398406e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 227585 members 
Entering Unmasked Estep 
Score: -23984030.000000 Penalty: 4019.423096
	Iteration 25Q: 3 clusters Score -2.398403e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 228867 members 
Entering Unmasked Estep 
Score: -23984048.000000 Penalty: 4019.423096
	Iteration 26Q: 3 clusters Score -2.398405e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 229949 members 
Entering Unmasked Estep 
Score: -23984194.000000 Penalty: 4019.423096
	Iteration 27Q: 3 clusters Score -2.398419e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 230826 members 
Entering Unmasked Estep 
Score: -23984268.000000 Penalty: 4019.423096
	Iteration 28Q: 3 clusters Score -2.398427e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 231514 members 
Entering Unmasked Estep 
Score: -23984380.000000 Penalty: 4019.423096
	Iteration 29Q: 3 clusters Score -2.398438e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 232077 members 
Entering Unmasked Estep 
Score: -23984528.000000 Penalty: 4019.423096
	Iteration 30Q: 3 clusters Score -2.398453e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 232496 members 
Entering Unmasked Estep 
Score: -23984570.000000 Penalty: 4019.423096
	Iteration 31Q: 3 clusters Score -2.398457e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 232837 members 
Entering Unmasked Estep 
Score: -23984608.000000 Penalty: 4019.423096
	Iteration 32Q: 3 clusters Score -2.398461e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 233099 members 
Entering Unmasked Estep 
Score: -23984620.000000 Penalty: 4019.423096
	Iteration 33Q: 3 clusters Score -2.398462e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 233293 members 
Entering Unmasked Estep 
Score: -23984694.000000 Penalty: 4019.423096
	Iteration 34Q: 3 clusters Score -2.398469e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 233445 members 
Entering Unmasked Estep 
Score: -23984750.000000 Penalty: 4019.423096
	Iteration 35Q: 3 clusters Score -2.398475e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 233569 members 
Entering Unmasked Estep 
Score: -23984778.000000 Penalty: 4019.423096
	Iteration 36Q: 3 clusters Score -2.398478e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 233659 members 
Entering Unmasked Estep 
Score: -23984798.000000 Penalty: 4019.423096
	Iteration 37Q: 3 clusters Score -2.39848e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 233736 members 
Entering Unmasked Estep 
Score: -23984818.000000 Penalty: 4019.423096
	Iteration 38Q: 3 clusters Score -2.398482e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 233794 members 
Entering Unmasked Estep 
Score: -23984774.000000 Penalty: 4019.423096
	Iteration 39Q: 3 clusters Score -2.398477e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 233840 members 
Entering Unmasked Estep 
Score: -23984790.000000 Penalty: 4019.423096
	Iteration 40F: 3 clusters Score -2.398479e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 233885 members 
Entering Unmasked Estep 
Score: -23984810.000000 Penalty: 4019.423096
	Iteration 41Q: 3 clusters Score -2.398481e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 233919 members 
Entering Unmasked Estep 
Score: -23984826.000000 Penalty: 4019.423096
	Iteration 42Q: 3 clusters Score -2.398483e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 233950 members 
Entering Unmasked Estep 
Score: -23984854.000000 Penalty: 4019.423096
	Iteration 43Q: 3 clusters Score -2.398485e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 233984 members 
Entering Unmasked Estep 
Score: -23984902.000000 Penalty: 4019.423096
	Iteration 44Q: 3 clusters Score -2.39849e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 234006 members 
Entering Unmasked Estep 
Score: -23984902.000000 Penalty: 4019.423096
	Iteration 45Q: 3 clusters Score -2.39849e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 234030 members 
Entering Unmasked Estep 
Score: -23984910.000000 Penalty: 4019.423096
	Iteration 46Q: 3 clusters Score -2.398491e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 234057 members 
Entering Unmasked Estep 
Score: -23984906.000000 Penalty: 4019.423096
	Iteration 47Q: 3 clusters Score -2.398491e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 234077 members 
Entering Unmasked Estep 
Score: -23984934.000000 Penalty: 4019.423096
	Iteration 48Q: 3 clusters Score -2.398493e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 234104 members 
Entering Unmasked Estep 
Score: -23984934.000000 Penalty: 4019.423096
	Iteration 49Q: 3 clusters Score -2.398493e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 234132 members 
Entering Unmasked Estep 
Score: -23984934.000000 Penalty: 4019.423096
	Iteration 50Q: 3 clusters Score -2.398493e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 234146 members 
Entering Unmasked Estep 
Score: -23984930.000000 Penalty: 4019.423096
	Iteration 51Q: 3 clusters Score -2.398493e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 234159 members 
Entering Unmasked Estep 
Score: -23984902.000000 Penalty: 4019.423096
	Iteration 52Q: 3 clusters Score -2.39849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 234169 members 
Entering Unmasked Estep 
Score: -23984912.000000 Penalty: 4019.423096
	Iteration 53Q: 3 clusters Score -2.398491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 234179 members 
Entering Unmasked Estep 
Score: -23984906.000000 Penalty: 4019.423096
	Iteration 54Q: 3 clusters Score -2.398491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 234187 members 
Entering Unmasked Estep 
Score: -23984906.000000 Penalty: 4019.423096
	Iteration 55Q: 3 clusters Score -2.398491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 234197 members 
Entering Unmasked Estep 
Score: -23984896.000000 Penalty: 4019.423096
	Iteration 56Q: 3 clusters Score -2.39849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 234205 members 
Entering Unmasked Estep 
Score: -23984896.000000 Penalty: 4019.423096
	Iteration 57Q: 3 clusters Score -2.39849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 234214 members 
Entering Unmasked Estep 
Score: -23984894.000000 Penalty: 4019.423096
	Iteration 58Q: 3 clusters Score -2.398489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 234220 members 
Entering Unmasked Estep 
Score: -23984894.000000 Penalty: 4019.423096
	Iteration 59Q: 3 clusters Score -2.398489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 234223 members 
Entering Unmasked Estep 
Score: -23984890.000000 Penalty: 4019.423096
	Iteration 60F: 3 clusters Score -2.398489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 234228 members 
Entering Unmasked Estep 
Score: -23984880.000000 Penalty: 4019.423096
	Iteration 61Q: 3 clusters Score -2.398488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 234232 members 
Entering Unmasked Estep 
Score: -23984890.000000 Penalty: 4019.423096
	Iteration 62Q: 3 clusters Score -2.398489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 234229 members 
Entering Unmasked Estep 
Score: -23984896.000000 Penalty: 4019.423096
	Iteration 63Q: 3 clusters Score -2.39849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 234233 members 
Entering Unmasked Estep 
Score: -23984900.000000 Penalty: 4019.423096
	Iteration 64Q: 3 clusters Score -2.39849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 234238 members 
Entering Unmasked Estep 
Score: -23984908.000000 Penalty: 4019.423096
	Iteration 65Q: 3 clusters Score -2.398491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 234244 members 
Entering Unmasked Estep 
Score: -23984904.000000 Penalty: 4019.423096
	Iteration 66Q: 3 clusters Score -2.39849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 234248 members 
Entering Unmasked Estep 
Score: -23984906.000000 Penalty: 4019.423096
	Iteration 67Q: 3 clusters Score -2.398491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 234250 members 
Entering Unmasked Estep 
Score: -23984906.000000 Penalty: 4019.423096
	Iteration 68Q: 3 clusters Score -2.398491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 234250 members 
Entering Unmasked Estep 
Score: -23984906.000000 Penalty: 4019.423096
	Iteration 69F: 3 clusters Score -2.398491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (207268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207268 members 
Entering Unmasked Estep 
Score: -20984806.000000 Penalty: 1989.287231
	Iteration 0F: 2 clusters Score -2.098481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103591 members 
Mstep: Class 2 contains 103677 members 
Entering Unmasked Estep 
Score: -20856024.000000 Penalty: 3978.574463
	Iteration 0F: 3 clusters Score -2.085602e+07 nChanged 100797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100874 members 
Mstep: Class 2 contains 106394 members 
Entering Unmasked Estep 
Score: -20917190.000000 Penalty: 3978.574463
	Iteration 1F: 3 clusters Score -2.091719e+07 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98550 members 
Mstep: Class 2 contains 108718 members 
Entering Unmasked Estep 
Score: -20918856.000000 Penalty: 3978.574463
	Iteration 2Q: 3 clusters Score -2.091886e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94991 members 
Mstep: Class 2 contains 112277 members 
Entering Unmasked Estep 
Score: -20921562.000000 Penalty: 3978.574463
	Iteration 3Q: 3 clusters Score -2.092156e+07 nChanged 9660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89727 members 
Mstep: Class 2 contains 117541 members 
Entering Unmasked Estep 
Score: -20925390.000000 Penalty: 3978.574463
	Iteration 4Q: 3 clusters Score -2.092539e+07 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82570 members 
Mstep: Class 2 contains 124698 members 
Entering Unmasked Estep 
Score: -20930706.000000 Penalty: 3978.574463
	Iteration 5F: 3 clusters Score -2.093071e+07 nChanged 12766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73474 members 
Mstep: Class 2 contains 133794 members 
Entering Unmasked Estep 
Score: -20938068.000000 Penalty: 3978.574463
	Iteration 6F: 3 clusters Score -2.093807e+07 nChanged 13512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62836 members 
Mstep: Class 2 contains 144432 members 
Entering Unmasked Estep 
Score: -20946918.000000 Penalty: 3978.574463
	Iteration 7F: 3 clusters Score -2.094692e+07 nChanged 13059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 155675 members 
Entering Unmasked Estep 
Score: -20956370.000000 Penalty: 3978.574463
	Iteration 8F: 3 clusters Score -2.095637e+07 nChanged 12438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 167431 members 
Entering Unmasked Estep 
Score: -20965220.000000 Penalty: 3978.574463
	Iteration 9F: 3 clusters Score -2.096522e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 178234 members 
Entering Unmasked Estep 
Score: -20972134.000000 Penalty: 3978.574463
	Iteration 10F: 3 clusters Score -2.097213e+07 nChanged 9603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 187817 members 
Entering Unmasked Estep 
Score: -20976880.000000 Penalty: 3978.574463
	Iteration 11Q: 3 clusters Score -2.097688e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 195754 members 
Entering Unmasked Estep 
Score: -20980126.000000 Penalty: 3978.574463
	Iteration 12Q: 3 clusters Score -2.098013e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 201162 members 
Entering Unmasked Estep 
Score: -20982176.000000 Penalty: 3978.574463
	Iteration 13Q: 3 clusters Score -2.098218e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 204201 members 
Entering Unmasked Estep 
Score: -20983008.000000 Penalty: 3978.574463
	Iteration 14Q: 3 clusters Score -2.098301e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 205631 members 
Entering Unmasked Estep 
Score: -20983462.000000 Penalty: 3978.574463
	Iteration 15Q: 3 clusters Score -2.098346e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 206271 members 
Entering Unmasked Estep 
Score: -20983660.000000 Penalty: 3978.574463
	Iteration 16Q: 3 clusters Score -2.098366e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 206567 members 
Entering Unmasked Estep 
Score: -20983804.000000 Penalty: 3978.574463
	Iteration 17Q: 3 clusters Score -2.09838e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 206715 members 
Entering Unmasked Estep 
Score: -20983862.000000 Penalty: 3978.574463
	Iteration 18Q: 3 clusters Score -2.098386e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 206800 members 
Entering Unmasked Estep 
Score: -20983880.000000 Penalty: 3978.574463
	Iteration 19Q: 3 clusters Score -2.098388e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 206851 members 
Entering Unmasked Estep 
Score: -20983912.000000 Penalty: 3978.574463
	Iteration 20F: 3 clusters Score -2.098391e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 206881 members 
Entering Unmasked Estep 
Score: -20983974.000000 Penalty: 3978.574463
	Iteration 21Q: 3 clusters Score -2.098397e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 206902 members 
Entering Unmasked Estep 
Score: -20983996.000000 Penalty: 3978.574463
	Iteration 22Q: 3 clusters Score -2.0984e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 206914 members 
Entering Unmasked Estep 
Score: -20983988.000000 Penalty: 3978.574463
	Iteration 23Q: 3 clusters Score -2.098399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 206923 members 
Entering Unmasked Estep 
Score: -20984008.000000 Penalty: 3978.574463
	Iteration 24Q: 3 clusters Score -2.098401e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 206935 members 
Entering Unmasked Estep 
Score: -20984018.000000 Penalty: 3978.574463
	Iteration 25Q: 3 clusters Score -2.098402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 206946 members 
Entering Unmasked Estep 
Score: -20983998.000000 Penalty: 3978.574463
	Iteration 26Q: 3 clusters Score -2.0984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 206952 members 
Entering Unmasked Estep 
Score: -20984006.000000 Penalty: 3978.574463
	Iteration 27Q: 3 clusters Score -2.098401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 206956 members 
Entering Unmasked Estep 
Score: -20984028.000000 Penalty: 3978.574463
	Iteration 28Q: 3 clusters Score -2.098403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 206958 members 
Entering Unmasked Estep 
Score: -20984026.000000 Penalty: 3978.574463
	Iteration 29Q: 3 clusters Score -2.098403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 206959 members 
Entering Unmasked Estep 
Score: -20984034.000000 Penalty: 3978.574463
	Iteration 30Q: 3 clusters Score -2.098403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 206958 members 
Entering Unmasked Estep 
Score: -20984038.000000 Penalty: 3978.574463
	Iteration 31Q: 3 clusters Score -2.098404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 206958 members 
Entering Unmasked Estep 
Score: -20984038.000000 Penalty: 3978.574463
	Iteration 32F: 3 clusters Score -2.098404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Entering Unmasked Estep 
Score: -5300539.000000 Penalty: 1766.287720
	Iteration 0F: 2 clusters Score -5300539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -5265588.500000 Penalty: 3532.575439
	Iteration 0F: 3 clusters Score -5265588 nChanged 24682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -5279250.500000 Penalty: 3532.575439
	Iteration 1F: 3 clusters Score -5279250 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -5279728.500000 Penalty: 3532.575439
	Iteration 2Q: 3 clusters Score -5279728 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -5280461.500000 Penalty: 3532.575439
	Iteration 3Q: 3 clusters Score -5280462 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -5281829.000000 Penalty: 3532.575439
	Iteration 4Q: 3 clusters Score -5281829 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -5284194.500000 Penalty: 3532.575439
	Iteration 5F: 3 clusters Score -5284194 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -5287953.000000 Penalty: 3532.575439
	Iteration 6F: 3 clusters Score -5287953 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -5292408.500000 Penalty: 3532.575439
	Iteration 7F: 3 clusters Score -5292408 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -5296421.000000 Penalty: 3532.575439
	Iteration 8F: 3 clusters Score -5296421 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -5298348.000000 Penalty: 3532.575439
	Iteration 9Q: 3 clusters Score -5298348 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -5298973.500000 Penalty: 3532.575439
	Iteration 10Q: 3 clusters Score -5298974 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -5299253.000000 Penalty: 3532.575439
	Iteration 11Q: 3 clusters Score -5299253 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -5299398.500000 Penalty: 3532.575439
	Iteration 12Q: 3 clusters Score -5299398 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -5299523.500000 Penalty: 3532.575439
	Iteration 13Q: 3 clusters Score -5299524 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -5299625.000000 Penalty: 3532.575439
	Iteration 14Q: 3 clusters Score -5299625 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -5299683.500000 Penalty: 3532.575439
	Iteration 15Q: 3 clusters Score -5299684 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -5299722.000000 Penalty: 3532.575439
	Iteration 16Q: 3 clusters Score -5299722 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -5299781.000000 Penalty: 3532.575439
	Iteration 17Q: 3 clusters Score -5299781 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -5299805.500000 Penalty: 3532.575439
	Iteration 18Q: 3 clusters Score -5299806 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -5299841.500000 Penalty: 3532.575439
	Iteration 19Q: 3 clusters Score -5299842 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -5299873.500000 Penalty: 3532.575439
	Iteration 20F: 3 clusters Score -5299874 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -5299917.500000 Penalty: 3532.575439
	Iteration 21Q: 3 clusters Score -5299918 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -5299958.000000 Penalty: 3532.575439
	Iteration 22Q: 3 clusters Score -5299958 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -5299971.000000 Penalty: 3532.575439
	Iteration 23Q: 3 clusters Score -5299971 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -5300011.000000 Penalty: 3532.575439
	Iteration 24Q: 3 clusters Score -5300011 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -5300004.500000 Penalty: 3532.575439
	Iteration 25Q: 3 clusters Score -5300004 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -5300034.500000 Penalty: 3532.575439
	Iteration 26Q: 3 clusters Score -5300034 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -5300038.000000 Penalty: 3532.575439
	Iteration 27Q: 3 clusters Score -5300038 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -5300063.000000 Penalty: 3532.575439
	Iteration 28Q: 3 clusters Score -5300063 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -5300085.000000 Penalty: 3532.575439
	Iteration 29Q: 3 clusters Score -5300085 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -5300104.500000 Penalty: 3532.575439
	Iteration 30Q: 3 clusters Score -5300104 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -5300120.000000 Penalty: 3532.575439
	Iteration 31Q: 3 clusters Score -5300120 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -5300121.000000 Penalty: 3532.575439
	Iteration 32Q: 3 clusters Score -5300121 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -5300129.500000 Penalty: 3532.575439
	Iteration 33Q: 3 clusters Score -5300130 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -5300142.000000 Penalty: 3532.575439
	Iteration 34Q: 3 clusters Score -5300142 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -5300147.500000 Penalty: 3532.575439
	Iteration 35Q: 3 clusters Score -5300148 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -5300149.500000 Penalty: 3532.575439
	Iteration 36Q: 3 clusters Score -5300150 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -5300171.500000 Penalty: 3532.575439
	Iteration 37Q: 3 clusters Score -5300172 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -5300170.000000 Penalty: 3532.575439
	Iteration 38Q: 3 clusters Score -5300170 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -5300188.000000 Penalty: 3532.575439
	Iteration 39Q: 3 clusters Score -5300188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -5300190.500000 Penalty: 3532.575439
	Iteration 40F: 3 clusters Score -5300190 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -5300189.000000 Penalty: 3532.575439
	Iteration 41Q: 3 clusters Score -5300189 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -5300188.000000 Penalty: 3532.575439
	Iteration 42Q: 3 clusters Score -5300188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -5300202.500000 Penalty: 3532.575439
	Iteration 43Q: 3 clusters Score -5300202 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -5300211.500000 Penalty: 3532.575439
	Iteration 44Q: 3 clusters Score -5300212 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -5300215.000000 Penalty: 3532.575439
	Iteration 45Q: 3 clusters Score -5300215 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -5300232.500000 Penalty: 3532.575439
	Iteration 46Q: 3 clusters Score -5300232 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -5300216.000000 Penalty: 3532.575439
	Iteration 47Q: 3 clusters Score -5300216 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -5300223.000000 Penalty: 3532.575439
	Iteration 48Q: 3 clusters Score -5300223 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -5300220.000000 Penalty: 3532.575439
	Iteration 49Q: 3 clusters Score -5300220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -5300231.500000 Penalty: 3532.575439
	Iteration 50Q: 3 clusters Score -5300232 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -5300244.500000 Penalty: 3532.575439
	Iteration 51Q: 3 clusters Score -5300244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -5300241.000000 Penalty: 3532.575439
	Iteration 52Q: 3 clusters Score -5300241 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -5300262.500000 Penalty: 3532.575439
	Iteration 53Q: 3 clusters Score -5300262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -5300268.500000 Penalty: 3532.575439
	Iteration 54Q: 3 clusters Score -5300268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -5300264.500000 Penalty: 3532.575439
	Iteration 55Q: 3 clusters Score -5300264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -5300274.000000 Penalty: 3532.575439
	Iteration 56Q: 3 clusters Score -5300274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -5300273.500000 Penalty: 3532.575439
	Iteration 57Q: 3 clusters Score -5300274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -5300267.000000 Penalty: 3532.575439
	Iteration 58Q: 3 clusters Score -5300267 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -5300265.000000 Penalty: 3532.575439
	Iteration 59Q: 3 clusters Score -5300265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -5300285.000000 Penalty: 3532.575439
	Iteration 60F: 3 clusters Score -5300285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -5300290.000000 Penalty: 3532.575439
	Iteration 61Q: 3 clusters Score -5300290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -5300291.500000 Penalty: 3532.575439
	Iteration 62Q: 3 clusters Score -5300292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -5300280.500000 Penalty: 3532.575439
	Iteration 63Q: 3 clusters Score -5300280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -5300278.000000 Penalty: 3532.575439
	Iteration 64Q: 3 clusters Score -5300278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -5300285.000000 Penalty: 3532.575439
	Iteration 65Q: 3 clusters Score -5300285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -5300290.500000 Penalty: 3532.575439
	Iteration 66Q: 3 clusters Score -5300290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -5300287.500000 Penalty: 3532.575439
	Iteration 67Q: 3 clusters Score -5300288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -5300287.000000 Penalty: 3532.575439
	Iteration 68Q: 3 clusters Score -5300287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -5300285.000000 Penalty: 3532.575439
	Iteration 69Q: 3 clusters Score -5300285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -5300289.500000 Penalty: 3532.575439
	Iteration 70Q: 3 clusters Score -5300290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -5300285.000000 Penalty: 3532.575439
	Iteration 71Q: 3 clusters Score -5300285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -5300291.000000 Penalty: 3532.575439
	Iteration 72Q: 3 clusters Score -5300291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -5300286.500000 Penalty: 3532.575439
	Iteration 73Q: 3 clusters Score -5300286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -5300288.000000 Penalty: 3532.575439
	Iteration 74Q: 3 clusters Score -5300288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -5300291.000000 Penalty: 3532.575439
	Iteration 75Q: 3 clusters Score -5300291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -5300292.000000 Penalty: 3532.575439
	Iteration 76Q: 3 clusters Score -5300292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -5300298.500000 Penalty: 3532.575439
	Iteration 77Q: 3 clusters Score -5300298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -5300301.000000 Penalty: 3532.575439
	Iteration 78Q: 3 clusters Score -5300301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -5300292.500000 Penalty: 3532.575439
	Iteration 79Q: 3 clusters Score -5300292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -5300292.000000 Penalty: 3532.575439
	Iteration 80F: 3 clusters Score -5300292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -5300282.500000 Penalty: 3532.575439
	Iteration 81Q: 3 clusters Score -5300282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -5300267.500000 Penalty: 3532.575439
	Iteration 82Q: 3 clusters Score -5300268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -5300268.000000 Penalty: 3532.575439
	Iteration 83Q: 3 clusters Score -5300268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -5300270.500000 Penalty: 3532.575439
	Iteration 84Q: 3 clusters Score -5300270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -5300271.000000 Penalty: 3532.575439
	Iteration 85Q: 3 clusters Score -5300271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -5300272.000000 Penalty: 3532.575439
	Iteration 86Q: 3 clusters Score -5300272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -5300273.500000 Penalty: 3532.575439
	Iteration 87Q: 3 clusters Score -5300274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -5300269.500000 Penalty: 3532.575439
	Iteration 88Q: 3 clusters Score -5300270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -5300274.500000 Penalty: 3532.575439
	Iteration 89Q: 3 clusters Score -5300274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -5300274.000000 Penalty: 3532.575439
	Iteration 90Q: 3 clusters Score -5300274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -5300278.000000 Penalty: 3532.575439
	Iteration 91Q: 3 clusters Score -5300278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -5300277.500000 Penalty: 3532.575439
	Iteration 92Q: 3 clusters Score -5300278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -5300278.000000 Penalty: 3532.575439
	Iteration 93Q: 3 clusters Score -5300278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -5300276.000000 Penalty: 3532.575439
	Iteration 94Q: 3 clusters Score -5300276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -5300283.000000 Penalty: 3532.575439
	Iteration 95Q: 3 clusters Score -5300283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -5300285.500000 Penalty: 3532.575439
	Iteration 96Q: 3 clusters Score -5300286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -5300285.000000 Penalty: 3532.575439
	Iteration 97Q: 3 clusters Score -5300285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -5300283.500000 Penalty: 3532.575439
	Iteration 98Q: 3 clusters Score -5300284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -5300279.500000 Penalty: 3532.575439
	Iteration 99Q: 3 clusters Score -5300280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -5300278.000000 Penalty: 3532.575439
	Iteration 100F: 3 clusters Score -5300278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -5300272.000000 Penalty: 3532.575439
	Iteration 101Q: 3 clusters Score -5300272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -5300276.000000 Penalty: 3532.575439
	Iteration 102Q: 3 clusters Score -5300276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -5300277.500000 Penalty: 3532.575439
	Iteration 103Q: 3 clusters Score -5300278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -5300279.500000 Penalty: 3532.575439
	Iteration 104Q: 3 clusters Score -5300280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -5300280.500000 Penalty: 3532.575439
	Iteration 105Q: 3 clusters Score -5300280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -5300280.500000 Penalty: 3532.575439
	Iteration 106Q: 3 clusters Score -5300280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -5300284.500000 Penalty: 3532.575439
	Iteration 107Q: 3 clusters Score -5300284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -5300285.000000 Penalty: 3532.575439
	Iteration 108Q: 3 clusters Score -5300285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -5300284.000000 Penalty: 3532.575439
	Iteration 109Q: 3 clusters Score -5300284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -5300281.500000 Penalty: 3532.575439
	Iteration 110Q: 3 clusters Score -5300282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -5300281.500000 Penalty: 3532.575439
	Iteration 111Q: 3 clusters Score -5300282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -5300280.500000 Penalty: 3532.575439
	Iteration 112Q: 3 clusters Score -5300280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -5300281.500000 Penalty: 3532.575439
	Iteration 113Q: 3 clusters Score -5300282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -5300280.000000 Penalty: 3532.575439
	Iteration 114Q: 3 clusters Score -5300280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -5300278.500000 Penalty: 3532.575439
	Iteration 115Q: 3 clusters Score -5300278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -5300278.500000 Penalty: 3532.575439
	Iteration 116F: 3 clusters Score -5300278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Entering Unmasked Estep 
Score: -4383352.500000 Penalty: 1729.606567
	Iteration 0F: 2 clusters Score -4383352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -4355454.000000 Penalty: 3459.213135
	Iteration 0F: 3 clusters Score -4355454 nChanged 19468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -4366326.500000 Penalty: 3459.213135
	Iteration 1F: 3 clusters Score -4366326 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -4366906.500000 Penalty: 3459.213135
	Iteration 2Q: 3 clusters Score -4366906 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -4367623.500000 Penalty: 3459.213135
	Iteration 3Q: 3 clusters Score -4367624 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -4368751.000000 Penalty: 3459.213135
	Iteration 4F: 3 clusters Score -4368751 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -4370558.500000 Penalty: 3459.213135
	Iteration 5F: 3 clusters Score -4370558 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -4373141.500000 Penalty: 3459.213135
	Iteration 6F: 3 clusters Score -4373142 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -4376327.500000 Penalty: 3459.213135
	Iteration 7F: 3 clusters Score -4376328 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -4379199.500000 Penalty: 3459.213135
	Iteration 8F: 3 clusters Score -4379200 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4380791.000000 Penalty: 3459.213135
	Iteration 9Q: 3 clusters Score -4380791 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4381413.500000 Penalty: 3459.213135
	Iteration 10Q: 3 clusters Score -4381414 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4381618.500000 Penalty: 3459.213135
	Iteration 11Q: 3 clusters Score -4381618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4381693.000000 Penalty: 3459.213135
	Iteration 12Q: 3 clusters Score -4381693 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4381735.000000 Penalty: 3459.213135
	Iteration 13Q: 3 clusters Score -4381735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4381760.000000 Penalty: 3459.213135
	Iteration 14Q: 3 clusters Score -4381760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4381769.000000 Penalty: 3459.213135
	Iteration 15Q: 3 clusters Score -4381769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4381776.000000 Penalty: 3459.213135
	Iteration 16Q: 3 clusters Score -4381776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4381784.500000 Penalty: 3459.213135
	Iteration 17Q: 3 clusters Score -4381784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4381795.000000 Penalty: 3459.213135
	Iteration 18Q: 3 clusters Score -4381795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4381797.000000 Penalty: 3459.213135
	Iteration 19Q: 3 clusters Score -4381797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -4381806.500000 Penalty: 3459.213135
	Iteration 20F: 3 clusters Score -4381806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (87833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87833 members 
Entering Unmasked Estep 
Score: -8813486.000000 Penalty: 1849.768921
	Iteration 0F: 2 clusters Score -8813486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -8754751.000000 Penalty: 3699.537842
	Iteration 0F: 3 clusters Score -8754751 nChanged 41948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -8778984.000000 Penalty: 3699.537842
	Iteration 1F: 3 clusters Score -8778984 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -8779724.000000 Penalty: 3699.537842
	Iteration 2Q: 3 clusters Score -8779724 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -8780578.000000 Penalty: 3699.537842
	Iteration 3Q: 3 clusters Score -8780578 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -8781975.000000 Penalty: 3699.537842
	Iteration 4Q: 3 clusters Score -8781975 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -8784221.000000 Penalty: 3699.537842
	Iteration 5Q: 3 clusters Score -8784221 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -8787606.000000 Penalty: 3699.537842
	Iteration 6F: 3 clusters Score -8787606 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -8792252.000000 Penalty: 3699.537842
	Iteration 7F: 3 clusters Score -8792252 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -8797412.000000 Penalty: 3699.537842
	Iteration 8F: 3 clusters Score -8797412 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -8801808.000000 Penalty: 3699.537842
	Iteration 9F: 3 clusters Score -8801808 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -8804634.000000 Penalty: 3699.537842
	Iteration 10F: 3 clusters Score -8804634 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -8806092.000000 Penalty: 3699.537842
	Iteration 11Q: 3 clusters Score -8806092 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 59100 members 
Entering Unmasked Estep 
Score: -8807390.000000 Penalty: 3699.537842
	Iteration 12Q: 3 clusters Score -8807390 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 61060 members 
Entering Unmasked Estep 
Score: -8808682.000000 Penalty: 3699.537842
	Iteration 13Q: 3 clusters Score -8808682 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 62837 members 
Entering Unmasked Estep 
Score: -8809713.000000 Penalty: 3699.537842
	Iteration 14Q: 3 clusters Score -8809713 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
Score: -8810578.000000 Penalty: 3699.537842
	Iteration 15Q: 3 clusters Score -8810578 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 65709 members 
Entering Unmasked Estep 
Score: -8811243.000000 Penalty: 3699.537842
	Iteration 16Q: 3 clusters Score -8811243 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 66831 members 
Entering Unmasked Estep 
Score: -8811687.000000 Penalty: 3699.537842
	Iteration 17Q: 3 clusters Score -8811687 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 67847 members 
Entering Unmasked Estep 
Score: -8812031.000000 Penalty: 3699.537842
	Iteration 18Q: 3 clusters Score -8812031 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 68750 members 
Entering Unmasked Estep 
Score: -8812304.000000 Penalty: 3699.537842
	Iteration 19Q: 3 clusters Score -8812304 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 69552 members 
Entering Unmasked Estep 
Score: -8812522.000000 Penalty: 3699.537842
	Iteration 20F: 3 clusters Score -8812522 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 70311 members 
Entering Unmasked Estep 
Score: -8812704.000000 Penalty: 3699.537842
	Iteration 21Q: 3 clusters Score -8812704 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 71006 members 
Entering Unmasked Estep 
Score: -8812866.000000 Penalty: 3699.537842
	Iteration 22Q: 3 clusters Score -8812866 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 71640 members 
Entering Unmasked Estep 
Score: -8813067.000000 Penalty: 3699.537842
	Iteration 23Q: 3 clusters Score -8813067 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 72220 members 
Entering Unmasked Estep 
Score: -8813217.000000 Penalty: 3699.537842
	Iteration 24Q: 3 clusters Score -8813217 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 72723 members 
Entering Unmasked Estep 
Score: -8813320.000000 Penalty: 3699.537842
	Iteration 25Q: 3 clusters Score -8813320 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 73178 members 
Entering Unmasked Estep 
Score: -8813367.000000 Penalty: 3699.537842
	Iteration 26Q: 3 clusters Score -8813367 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 73622 members 
Entering Unmasked Estep 
Score: -8813415.000000 Penalty: 3699.537842
	Iteration 27Q: 3 clusters Score -8813415 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 74020 members 
Entering Unmasked Estep 
Score: -8813452.000000 Penalty: 3699.537842
	Iteration 28Q: 3 clusters Score -8813452 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 74394 members 
Entering Unmasked Estep 
Score: -8813526.000000 Penalty: 3699.537842
	Iteration 29Q: 3 clusters Score -8813526 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 74744 members 
Entering Unmasked Estep 
Score: -8813608.000000 Penalty: 3699.537842
	Iteration 30Q: 3 clusters Score -8813608 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 75058 members 
Entering Unmasked Estep 
Score: -8813621.000000 Penalty: 3699.537842
	Iteration 31Q: 3 clusters Score -8813621 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 75339 members 
Entering Unmasked Estep 
Score: -8813651.000000 Penalty: 3699.537842
	Iteration 32Q: 3 clusters Score -8813651 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 75599 members 
Entering Unmasked Estep 
Score: -8813691.000000 Penalty: 3699.537842
	Iteration 33Q: 3 clusters Score -8813691 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 75842 members 
Entering Unmasked Estep 
Score: -8813721.000000 Penalty: 3699.537842
	Iteration 34Q: 3 clusters Score -8813721 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 76080 members 
Entering Unmasked Estep 
Score: -8813719.000000 Penalty: 3699.537842
	Iteration 35Q: 3 clusters Score -8813719 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 76292 members 
Entering Unmasked Estep 
Score: -8813769.000000 Penalty: 3699.537842
	Iteration 36Q: 3 clusters Score -8813769 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 76498 members 
Entering Unmasked Estep 
Score: -8813779.000000 Penalty: 3699.537842
	Iteration 37Q: 3 clusters Score -8813779 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 76713 members 
Entering Unmasked Estep 
Score: -8813772.000000 Penalty: 3699.537842
	Iteration 38Q: 3 clusters Score -8813772 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 76882 members 
Entering Unmasked Estep 
Score: -8813799.000000 Penalty: 3699.537842
	Iteration 39Q: 3 clusters Score -8813799 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 77035 members 
Entering Unmasked Estep 
Score: -8813777.000000 Penalty: 3699.537842
	Iteration 40F: 3 clusters Score -8813777 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 77180 members 
Entering Unmasked Estep 
Score: -8813796.000000 Penalty: 3699.537842
	Iteration 41Q: 3 clusters Score -8813796 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 77314 members 
Entering Unmasked Estep 
Score: -8813798.000000 Penalty: 3699.537842
	Iteration 42Q: 3 clusters Score -8813798 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 77444 members 
Entering Unmasked Estep 
Score: -8813830.000000 Penalty: 3699.537842
	Iteration 43Q: 3 clusters Score -8813830 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 77565 members 
Entering Unmasked Estep 
Score: -8813835.000000 Penalty: 3699.537842
	Iteration 44Q: 3 clusters Score -8813835 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 77684 members 
Entering Unmasked Estep 
Score: -8813817.000000 Penalty: 3699.537842
	Iteration 45Q: 3 clusters Score -8813817 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 77784 members 
Entering Unmasked Estep 
Score: -8813840.000000 Penalty: 3699.537842
	Iteration 46Q: 3 clusters Score -8813840 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 77865 members 
Entering Unmasked Estep 
Score: -8813848.000000 Penalty: 3699.537842
	Iteration 47Q: 3 clusters Score -8813848 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 77936 members 
Entering Unmasked Estep 
Score: -8813873.000000 Penalty: 3699.537842
	Iteration 48Q: 3 clusters Score -8813873 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 78001 members 
Entering Unmasked Estep 
Score: -8813867.000000 Penalty: 3699.537842
	Iteration 49Q: 3 clusters Score -8813867 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 78059 members 
Entering Unmasked Estep 
Score: -8813869.000000 Penalty: 3699.537842
	Iteration 50Q: 3 clusters Score -8813869 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 78120 members 
Entering Unmasked Estep 
Score: -8813886.000000 Penalty: 3699.537842
	Iteration 51Q: 3 clusters Score -8813886 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 78177 members 
Entering Unmasked Estep 
Score: -8813896.000000 Penalty: 3699.537842
	Iteration 52Q: 3 clusters Score -8813896 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 78244 members 
Entering Unmasked Estep 
Score: -8813909.000000 Penalty: 3699.537842
	Iteration 53Q: 3 clusters Score -8813909 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 78308 members 
Entering Unmasked Estep 
Score: -8813900.000000 Penalty: 3699.537842
	Iteration 54Q: 3 clusters Score -8813900 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 78377 members 
Entering Unmasked Estep 
Score: -8813919.000000 Penalty: 3699.537842
	Iteration 55Q: 3 clusters Score -8813919 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 78432 members 
Entering Unmasked Estep 
Score: -8813919.000000 Penalty: 3699.537842
	Iteration 56Q: 3 clusters Score -8813919 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 78486 members 
Entering Unmasked Estep 
Score: -8813909.000000 Penalty: 3699.537842
	Iteration 57Q: 3 clusters Score -8813909 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 78541 members 
Entering Unmasked Estep 
Score: -8813924.000000 Penalty: 3699.537842
	Iteration 58Q: 3 clusters Score -8813924 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 78588 members 
Entering Unmasked Estep 
Score: -8813922.000000 Penalty: 3699.537842
	Iteration 59Q: 3 clusters Score -8813922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 78636 members 
Entering Unmasked Estep 
Score: -8813924.000000 Penalty: 3699.537842
	Iteration 60F: 3 clusters Score -8813924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 78678 members 
Entering Unmasked Estep 
Score: -8813914.000000 Penalty: 3699.537842
	Iteration 61Q: 3 clusters Score -8813914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 78729 members 
Entering Unmasked Estep 
Score: -8813918.000000 Penalty: 3699.537842
	Iteration 62Q: 3 clusters Score -8813918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 78768 members 
Entering Unmasked Estep 
Score: -8813920.000000 Penalty: 3699.537842
	Iteration 63Q: 3 clusters Score -8813920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 78797 members 
Entering Unmasked Estep 
Score: -8813912.000000 Penalty: 3699.537842
	Iteration 64Q: 3 clusters Score -8813912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 78820 members 
Entering Unmasked Estep 
Score: -8813907.000000 Penalty: 3699.537842
	Iteration 65Q: 3 clusters Score -8813907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 78839 members 
Entering Unmasked Estep 
Score: -8813913.000000 Penalty: 3699.537842
	Iteration 66Q: 3 clusters Score -8813913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 78858 members 
Entering Unmasked Estep 
Score: -8813912.000000 Penalty: 3699.537842
	Iteration 67Q: 3 clusters Score -8813912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -8813909.000000 Penalty: 3699.537842
	Iteration 68Q: 3 clusters Score -8813909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 78887 members 
Entering Unmasked Estep 
Score: -8813914.000000 Penalty: 3699.537842
	Iteration 69Q: 3 clusters Score -8813914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 78896 members 
Entering Unmasked Estep 
Score: -8813911.000000 Penalty: 3699.537842
	Iteration 70Q: 3 clusters Score -8813911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 78901 members 
Entering Unmasked Estep 
Score: -8813922.000000 Penalty: 3699.537842
	Iteration 71Q: 3 clusters Score -8813922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 78906 members 
Entering Unmasked Estep 
Score: -8813920.000000 Penalty: 3699.537842
	Iteration 72Q: 3 clusters Score -8813920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 78908 members 
Entering Unmasked Estep 
Score: -8813913.000000 Penalty: 3699.537842
	Iteration 73Q: 3 clusters Score -8813913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 78911 members 
Entering Unmasked Estep 
Score: -8813923.000000 Penalty: 3699.537842
	Iteration 74Q: 3 clusters Score -8813923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 78914 members 
Entering Unmasked Estep 
Score: -8813929.000000 Penalty: 3699.537842
	Iteration 75Q: 3 clusters Score -8813929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 78918 members 
Entering Unmasked Estep 
Score: -8813928.000000 Penalty: 3699.537842
	Iteration 76Q: 3 clusters Score -8813928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 78920 members 
Entering Unmasked Estep 
Score: -8813924.000000 Penalty: 3699.537842
	Iteration 77Q: 3 clusters Score -8813924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 78920 members 
Entering Unmasked Estep 
Score: -8813924.000000 Penalty: 3699.537842
	Iteration 78F: 3 clusters Score -8813924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 22780 members 
Mstep: Class 3 contains 109534 members 
Mstep: Class 4 contains 52722 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 1813 members 
Mstep: Class 7 contains 10651 members 
Mstep: Class 8 contains 2389 members 
Mstep: Class 9 contains 46373 members 
Mstep: Class 10 contains 23862 members 
Mstep: Class 11 contains 91693 members 
Mstep: Class 12 contains 235027 members 
Mstep: Class 13 contains 207268 members 
Mstep: Class 14 contains 52547 members 
Mstep: Class 15 contains 41929 members 
Mstep: Class 16 contains 8913 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 131459 members 
Mstep: Class 19 contains 10007 members 
Mstep: Class 20 contains 152618 members 
Mstep: Class 21 contains 78920 members 
Entering Unmasked Estep 
Score: -127890760.000000 Penalty: 48005.996094
Splitting cluster 16 changes total score from -127886968.000000 to -127890760.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -162901.406250 Penalty: 1210.637939
	Iteration 0F: 2 clusters Score -162901.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -161034.312500 Penalty: 2421.275879
	Iteration 0F: 3 clusters Score -161034.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -161609.734375 Penalty: 2421.275879
	Iteration 1F: 3 clusters Score -161609.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -162025.140625 Penalty: 2421.275879
	Iteration 2F: 3 clusters Score -162025.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -162419.906250 Penalty: 2421.275879
	Iteration 3F: 3 clusters Score -162419.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -162779.343750 Penalty: 2421.275879
	Iteration 4F: 3 clusters Score -162779.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -163039.921875 Penalty: 2421.275879
	Iteration 5F: 3 clusters Score -163039.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -163200.734375 Penalty: 2421.275879
	Iteration 6Q: 3 clusters Score -163200.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -163269.328125 Penalty: 2421.275879
	Iteration 7Q: 3 clusters Score -163269.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -163308.109375 Penalty: 2421.275879
	Iteration 8Q: 3 clusters Score -163308.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -163333.921875 Penalty: 2421.275879
	Iteration 9Q: 3 clusters Score -163333.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -163348.093750 Penalty: 2421.275879
	Iteration 10Q: 3 clusters Score -163348.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -163358.640625 Penalty: 2421.275879
	Iteration 11Q: 3 clusters Score -163358.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -163363.828125 Penalty: 2421.275879
	Iteration 12Q: 3 clusters Score -163363.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -163368.281250 Penalty: 2421.275879
	Iteration 13Q: 3 clusters Score -163368.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -163371.296875 Penalty: 2421.275879
	Iteration 14Q: 3 clusters Score -163371.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -163374.187500 Penalty: 2421.275879
	Iteration 15Q: 3 clusters Score -163374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -163376.937500 Penalty: 2421.275879
	Iteration 16Q: 3 clusters Score -163376.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -163377.765625 Penalty: 2421.275879
	Iteration 17Q: 3 clusters Score -163377.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -163377.765625 Penalty: 2421.275879
	Iteration 18F: 3 clusters Score -163377.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 22780 members 
Mstep: Class 3 contains 109534 members 
Mstep: Class 4 contains 52722 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 1813 members 
Mstep: Class 7 contains 10651 members 
Mstep: Class 8 contains 2389 members 
Mstep: Class 9 contains 46373 members 
Mstep: Class 10 contains 23862 members 
Mstep: Class 11 contains 91693 members 
Mstep: Class 12 contains 235027 members 
Mstep: Class 13 contains 207268 members 
Mstep: Class 14 contains 52547 members 
Mstep: Class 15 contains 41929 members 
Mstep: Class 16 contains 8913 members 
Mstep: Class 17 contains 704 members 
Mstep: Class 18 contains 131459 members 
Mstep: Class 19 contains 10007 members 
Mstep: Class 20 contains 152618 members 
Mstep: Class 21 contains 78920 members 
Mstep: Class 22 contains 1016 members 
Entering Unmasked Estep 
Score: -127890056.000000 Penalty: 50291.996094
Splitting cluster 17 changes total score from -127886968.000000 to -127890056.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 18 (131459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131459 members 
Entering Unmasked Estep 
Score: -13555585.000000 Penalty: 1915.298218
	Iteration 0F: 2 clusters Score -1.355558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 65603 members 
Entering Unmasked Estep 
Score: -13469156.000000 Penalty: 3830.596436
	Iteration 0F: 3 clusters Score -1.346916e+07 nChanged 63271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68967 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -13506577.000000 Penalty: 3830.596436
	Iteration 1F: 3 clusters Score -1.350658e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71604 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -13508115.000000 Penalty: 3830.596436
	Iteration 2Q: 3 clusters Score -1.350812e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75650 members 
Mstep: Class 2 contains 55809 members 
Entering Unmasked Estep 
Score: -13510808.000000 Penalty: 3830.596436
	Iteration 3Q: 3 clusters Score -1.351081e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81524 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -13515364.000000 Penalty: 3830.596436
	Iteration 4F: 3 clusters Score -1.351536e+07 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89217 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -13522036.000000 Penalty: 3830.596436
	Iteration 5F: 3 clusters Score -1.352204e+07 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98181 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -13530362.000000 Penalty: 3830.596436
	Iteration 6F: 3 clusters Score -1.353036e+07 nChanged 9913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107188 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -13539092.000000 Penalty: 3830.596436
	Iteration 7F: 3 clusters Score -1.353909e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114580 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -13545930.000000 Penalty: 3830.596436
	Iteration 8F: 3 clusters Score -1.354593e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119522 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -13550245.000000 Penalty: 3830.596436
	Iteration 9Q: 3 clusters Score -1.355024e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122312 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -13552183.000000 Penalty: 3830.596436
	Iteration 10Q: 3 clusters Score -1.355218e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124133 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -13553138.000000 Penalty: 3830.596436
	Iteration 11Q: 3 clusters Score -1.355314e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125433 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -13553618.000000 Penalty: 3830.596436
	Iteration 12Q: 3 clusters Score -1.355362e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126458 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -13553879.000000 Penalty: 3830.596436
	Iteration 13Q: 3 clusters Score -1.355388e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127238 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -13554009.000000 Penalty: 3830.596436
	Iteration 14Q: 3 clusters Score -1.355401e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127870 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -13554116.000000 Penalty: 3830.596436
	Iteration 15Q: 3 clusters Score -1.355412e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128392 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -13554203.000000 Penalty: 3830.596436
	Iteration 16Q: 3 clusters Score -1.35542e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128810 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -13554290.000000 Penalty: 3830.596436
	Iteration 17Q: 3 clusters Score -1.355429e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129181 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -13554341.000000 Penalty: 3830.596436
	Iteration 18Q: 3 clusters Score -1.355434e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129442 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -13554363.000000 Penalty: 3830.596436
	Iteration 19Q: 3 clusters Score -1.355436e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129652 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -13554388.000000 Penalty: 3830.596436
	Iteration 20F: 3 clusters Score -1.355439e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129810 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -13554404.000000 Penalty: 3830.596436
	Iteration 21Q: 3 clusters Score -1.35544e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129934 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -13554411.000000 Penalty: 3830.596436
	Iteration 22Q: 3 clusters Score -1.355441e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130044 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -13554431.000000 Penalty: 3830.596436
	Iteration 23Q: 3 clusters Score -1.355443e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130132 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -13554437.000000 Penalty: 3830.596436
	Iteration 24Q: 3 clusters Score -1.355444e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130196 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -13554426.000000 Penalty: 3830.596436
	Iteration 25Q: 3 clusters Score -1.355443e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130256 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -13554439.000000 Penalty: 3830.596436
	Iteration 26Q: 3 clusters Score -1.355444e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130307 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -13554447.000000 Penalty: 3830.596436
	Iteration 27Q: 3 clusters Score -1.355445e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130340 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -13554452.000000 Penalty: 3830.596436
	Iteration 28Q: 3 clusters Score -1.355445e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130363 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -13554468.000000 Penalty: 3830.596436
	Iteration 29Q: 3 clusters Score -1.355447e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130387 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -13554485.000000 Penalty: 3830.596436
	Iteration 30Q: 3 clusters Score -1.355448e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130407 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -13554471.000000 Penalty: 3830.596436
	Iteration 31Q: 3 clusters Score -1.355447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130425 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -13554468.000000 Penalty: 3830.596436
	Iteration 32Q: 3 clusters Score -1.355447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130441 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -13554457.000000 Penalty: 3830.596436
	Iteration 33Q: 3 clusters Score -1.355446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130457 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -13554461.000000 Penalty: 3830.596436
	Iteration 34Q: 3 clusters Score -1.355446e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130477 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -13554436.000000 Penalty: 3830.596436
	Iteration 35Q: 3 clusters Score -1.355444e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130494 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -13554444.000000 Penalty: 3830.596436
	Iteration 36Q: 3 clusters Score -1.355444e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130512 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -13554452.000000 Penalty: 3830.596436
	Iteration 37Q: 3 clusters Score -1.355445e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130526 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -13554444.000000 Penalty: 3830.596436
	Iteration 38Q: 3 clusters Score -1.355444e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130543 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -13554455.000000 Penalty: 3830.596436
	Iteration 39Q: 3 clusters Score -1.355446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130557 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -13554452.000000 Penalty: 3830.596436
	Iteration 40F: 3 clusters Score -1.355445e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130575 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -13554463.000000 Penalty: 3830.596436
	Iteration 41Q: 3 clusters Score -1.355446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130587 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -13554455.000000 Penalty: 3830.596436
	Iteration 42Q: 3 clusters Score -1.355446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130599 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -13554442.000000 Penalty: 3830.596436
	Iteration 43Q: 3 clusters Score -1.355444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130612 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -13554451.000000 Penalty: 3830.596436
	Iteration 44Q: 3 clusters Score -1.355445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130625 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -13554446.000000 Penalty: 3830.596436
	Iteration 45Q: 3 clusters Score -1.355445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130630 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -13554435.000000 Penalty: 3830.596436
	Iteration 46Q: 3 clusters Score -1.355444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130636 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -13554442.000000 Penalty: 3830.596436
	Iteration 47Q: 3 clusters Score -1.355444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130645 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -13554443.000000 Penalty: 3830.596436
	Iteration 48Q: 3 clusters Score -1.355444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130650 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -13554458.000000 Penalty: 3830.596436
	Iteration 49Q: 3 clusters Score -1.355446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130656 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -13554461.000000 Penalty: 3830.596436
	Iteration 50Q: 3 clusters Score -1.355446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130660 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -13554465.000000 Penalty: 3830.596436
	Iteration 51Q: 3 clusters Score -1.355446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130663 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -13554464.000000 Penalty: 3830.596436
	Iteration 52Q: 3 clusters Score -1.355446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130667 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -13554466.000000 Penalty: 3830.596436
	Iteration 53Q: 3 clusters Score -1.355447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130671 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -13554465.000000 Penalty: 3830.596436
	Iteration 54Q: 3 clusters Score -1.355446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130673 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -13554462.000000 Penalty: 3830.596436
	Iteration 55Q: 3 clusters Score -1.355446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130674 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -13554469.000000 Penalty: 3830.596436
	Iteration 56Q: 3 clusters Score -1.355447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130674 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -13554469.000000 Penalty: 3830.596436
	Iteration 57F: 3 clusters Score -1.355447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Entering Unmasked Estep 
Score: -1039929.000000 Penalty: 1496.794067
	Iteration 0F: 2 clusters Score -1039929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1032739.187500 Penalty: 2993.588135
	Iteration 0F: 3 clusters Score -1032739 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1034998.375000 Penalty: 2993.588135
	Iteration 1F: 3 clusters Score -1034998 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1035248.750000 Penalty: 2993.588135
	Iteration 2F: 3 clusters Score -1035249 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1035416.062500 Penalty: 2993.588135
	Iteration 3Q: 3 clusters Score -1035416 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1035542.125000 Penalty: 2993.588135
	Iteration 4Q: 3 clusters Score -1035542 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1035645.062500 Penalty: 2993.588135
	Iteration 5Q: 3 clusters Score -1035645 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1035739.875000 Penalty: 2993.588135
	Iteration 6Q: 3 clusters Score -1035740 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1035856.312500 Penalty: 2993.588135
	Iteration 7Q: 3 clusters Score -1035856 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1035997.250000 Penalty: 2993.588135
	Iteration 8Q: 3 clusters Score -1035997 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1036179.250000 Penalty: 2993.588135
	Iteration 9Q: 3 clusters Score -1036179 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1036414.000000 Penalty: 2993.588135
	Iteration 10Q: 3 clusters Score -1036414 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1036707.312500 Penalty: 2993.588135
	Iteration 11Q: 3 clusters Score -1036707 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1037020.625000 Penalty: 2993.588135
	Iteration 12Q: 3 clusters Score -1037021 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1037375.125000 Penalty: 2993.588135
	Iteration 13Q: 3 clusters Score -1037375 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1037734.312500 Penalty: 2993.588135
	Iteration 14Q: 3 clusters Score -1037734 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1038042.375000 Penalty: 2993.588135
	Iteration 15Q: 3 clusters Score -1038042 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1038261.375000 Penalty: 2993.588135
	Iteration 16Q: 3 clusters Score -1038261 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1038398.187500 Penalty: 2993.588135
	Iteration 17Q: 3 clusters Score -1038398 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1038465.625000 Penalty: 2993.588135
	Iteration 18Q: 3 clusters Score -1038466 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1038510.875000 Penalty: 2993.588135
	Iteration 19Q: 3 clusters Score -1038511 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1038546.250000 Penalty: 2993.588135
	Iteration 20F: 3 clusters Score -1038546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1038564.187500 Penalty: 2993.588135
	Iteration 21Q: 3 clusters Score -1038564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1038584.875000 Penalty: 2993.588135
	Iteration 22Q: 3 clusters Score -1038585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1038595.937500 Penalty: 2993.588135
	Iteration 23Q: 3 clusters Score -1038596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1038603.812500 Penalty: 2993.588135
	Iteration 24Q: 3 clusters Score -1038604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1038609.875000 Penalty: 2993.588135
	Iteration 25Q: 3 clusters Score -1038610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1038616.000000 Penalty: 2993.588135
	Iteration 26Q: 3 clusters Score -1038616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1038618.875000 Penalty: 2993.588135
	Iteration 27Q: 3 clusters Score -1038619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1038622.000000 Penalty: 2993.588135
	Iteration 28Q: 3 clusters Score -1038622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1038624.312500 Penalty: 2993.588135
	Iteration 29Q: 3 clusters Score -1038624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1038632.875000 Penalty: 2993.588135
	Iteration 30Q: 3 clusters Score -1038633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1038638.312500 Penalty: 2993.588135
	Iteration 31Q: 3 clusters Score -1038638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1038643.000000 Penalty: 2993.588135
	Iteration 32Q: 3 clusters Score -1038643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1038644.312500 Penalty: 2993.588135
	Iteration 33Q: 3 clusters Score -1038644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1038644.312500 Penalty: 2993.588135
	Iteration 34F: 3 clusters Score -1038644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (152618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152618 members 
Entering Unmasked Estep 
Score: -15496374.000000 Penalty: 1939.550293
	Iteration 0F: 2 clusters Score -1.549637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
Score: -15395162.000000 Penalty: 3879.100586
	Iteration 0F: 3 clusters Score -1.539516e+07 nChanged 73545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78018 members 
Mstep: Class 2 contains 74600 members 
Entering Unmasked Estep 
Score: -15437811.000000 Penalty: 3879.100586
	Iteration 1F: 3 clusters Score -1.543781e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79550 members 
Mstep: Class 2 contains 73068 members 
Entering Unmasked Estep 
Score: -15438563.000000 Penalty: 3879.100586
	Iteration 2Q: 3 clusters Score -1.543856e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81945 members 
Mstep: Class 2 contains 70673 members 
Entering Unmasked Estep 
Score: -15439424.000000 Penalty: 3879.100586
	Iteration 3Q: 3 clusters Score -1.543942e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85670 members 
Mstep: Class 2 contains 66948 members 
Entering Unmasked Estep 
Score: -15440556.000000 Penalty: 3879.100586
	Iteration 4Q: 3 clusters Score -1.544056e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91464 members 
Mstep: Class 2 contains 61154 members 
Entering Unmasked Estep 
Score: -15443012.000000 Penalty: 3879.100586
	Iteration 5Q: 3 clusters Score -1.544301e+07 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99864 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -15447531.000000 Penalty: 3879.100586
	Iteration 6F: 3 clusters Score -1.544753e+07 nChanged 11588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111324 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -15455791.000000 Penalty: 3879.100586
	Iteration 7F: 3 clusters Score -1.545579e+07 nChanged 13618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124906 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -15467894.000000 Penalty: 3879.100586
	Iteration 8F: 3 clusters Score -1.546789e+07 nChanged 12821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137721 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -15480653.000000 Penalty: 3879.100586
	Iteration 9F: 3 clusters Score -1.548065e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146429 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -15489456.000000 Penalty: 3879.100586
	Iteration 10F: 3 clusters Score -1.548946e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150607 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -15493105.000000 Penalty: 3879.100586
	Iteration 11Q: 3 clusters Score -1.54931e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151924 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -15494217.000000 Penalty: 3879.100586
	Iteration 12Q: 3 clusters Score -1.549422e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152301 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -15494534.000000 Penalty: 3879.100586
	Iteration 13Q: 3 clusters Score -1.549453e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152395 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -15494625.000000 Penalty: 3879.100586
	Iteration 14Q: 3 clusters Score -1.549462e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152437 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15494682.000000 Penalty: 3879.100586
	Iteration 15Q: 3 clusters Score -1.549468e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152449 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15494697.000000 Penalty: 3879.100586
	Iteration 16Q: 3 clusters Score -1.54947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152456 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15494709.000000 Penalty: 3879.100586
	Iteration 17Q: 3 clusters Score -1.549471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152465 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15494720.000000 Penalty: 3879.100586
	Iteration 18Q: 3 clusters Score -1.549472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152473 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15494741.000000 Penalty: 3879.100586
	Iteration 19Q: 3 clusters Score -1.549474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152478 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15494750.000000 Penalty: 3879.100586
	Iteration 20F: 3 clusters Score -1.549475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152478 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15494755.000000 Penalty: 3879.100586
	Iteration 21Q: 3 clusters Score -1.549476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152477 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15494759.000000 Penalty: 3879.100586
	Iteration 22Q: 3 clusters Score -1.549476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152476 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15494762.000000 Penalty: 3879.100586
	Iteration 23Q: 3 clusters Score -1.549476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152477 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15494767.000000 Penalty: 3879.100586
	Iteration 24Q: 3 clusters Score -1.549477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152477 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15494769.000000 Penalty: 3879.100586
	Iteration 25Q: 3 clusters Score -1.549477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152474 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15494776.000000 Penalty: 3879.100586
	Iteration 26Q: 3 clusters Score -1.549478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152472 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15494775.000000 Penalty: 3879.100586
	Iteration 27Q: 3 clusters Score -1.549478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152472 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15494775.000000 Penalty: 3879.100586
	Iteration 28F: 3 clusters Score -1.549478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 3 contains 109534 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 1813 members 
Mstep: Class 7 contains 10651 members 
Mstep: Class 8 contains 2389 members 
Mstep: Class 9 contains 46373 members 
Mstep: Class 10 contains 23862 members 
Mstep: Class 11 contains 91693 members 
Mstep: Class 12 contains 235027 members 
Mstep: Class 13 contains 207268 members 
Mstep: Class 14 contains 52547 members 
Mstep: Class 15 contains 41929 members 
Mstep: Class 16 contains 8913 members 
Mstep: Class 17 contains 704 members 
Mstep: Class 18 contains 131459 members 
Mstep: Class 19 contains 10007 members 
Mstep: Class 20 contains 152618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127893128.000000 Penalty: 50291.996094
Iteration 39Q: 23 clusters Score -1.278931e+08 nChanged 16817
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 22712 members 
Mstep: Class 3 contains 111566 members 
Mstep: Class 4 contains 51951 members 
Mstep: Class 5 contains 2464 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 10691 members 
Mstep: Class 8 contains 2347 members 
Mstep: Class 9 contains 46930 members 
Mstep: Class 10 contains 23975 members 
Mstep: Class 11 contains 91616 members 
Mstep: Class 12 contains 234455 members 
Mstep: Class 13 contains 203557 members 
Mstep: Class 14 contains 53101 members 
Mstep: Class 15 contains 41556 members 
Mstep: Class 16 contains 9414 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 131702 members 
Mstep: Class 19 contains 9444 members 
Mstep: Class 20 contains 152228 members 
Mstep: Class 21 contains 81374 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127898792.000000 Penalty: 50291.996094
Iteration 40F: 23 clusters Score -1.278988e+08 nChanged 15444
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 23021 members 
Mstep: Class 3 contains 113545 members 
Mstep: Class 4 contains 51883 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 1756 members 
Mstep: Class 7 contains 10717 members 
Mstep: Class 8 contains 2297 members 
Mstep: Class 9 contains 47388 members 
Mstep: Class 10 contains 24255 members 
Mstep: Class 11 contains 91475 members 
Mstep: Class 12 contains 233495 members 
Mstep: Class 13 contains 199673 members 
Mstep: Class 14 contains 53749 members 
Mstep: Class 15 contains 41245 members 
Mstep: Class 16 contains 9528 members 
Mstep: Class 17 contains 1013 members 
Mstep: Class 18 contains 132038 members 
Mstep: Class 19 contains 8881 members 
Mstep: Class 20 contains 151784 members 
Mstep: Class 21 contains 83401 members 
Mstep: Class 22 contains 964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127904432.000000 Penalty: 50291.996094
Iteration 41Q: 23 clusters Score -1.279044e+08 nChanged 14378
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 23217 members 
Mstep: Class 3 contains 115528 members 
Mstep: Class 4 contains 51663 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 1738 members 
Mstep: Class 7 contains 10771 members 
Mstep: Class 8 contains 2240 members 
Mstep: Class 9 contains 47803 members 
Mstep: Class 10 contains 24620 members 
Mstep: Class 11 contains 91240 members 
Mstep: Class 12 contains 232635 members 
Mstep: Class 13 contains 195859 members 
Mstep: Class 14 contains 54489 members 
Mstep: Class 15 contains 40883 members 
Mstep: Class 16 contains 9671 members 
Mstep: Class 17 contains 1232 members 
Mstep: Class 18 contains 132529 members 
Mstep: Class 19 contains 8329 members 
Mstep: Class 20 contains 151369 members 
Mstep: Class 21 contains 85261 members 
Mstep: Class 22 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127909072.000000 Penalty: 50291.996094
Iteration 42Q: 23 clusters Score -1.279091e+08 nChanged 13503
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 23286 members 
Mstep: Class 3 contains 117411 members 
Mstep: Class 4 contains 51406 members 
Mstep: Class 5 contains 2479 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 10838 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 48173 members 
Mstep: Class 10 contains 24995 members 
Mstep: Class 11 contains 90871 members 
Mstep: Class 12 contains 231854 members 
Mstep: Class 13 contains 192415 members 
Mstep: Class 14 contains 55191 members 
Mstep: Class 15 contains 40464 members 
Mstep: Class 16 contains 9812 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 133077 members 
Mstep: Class 19 contains 7832 members 
Mstep: Class 20 contains 150989 members 
Mstep: Class 21 contains 87059 members 
Mstep: Class 22 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127913368.000000 Penalty: 50291.996094
Iteration 43Q: 23 clusters Score -1.279134e+08 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 23360 members 
Mstep: Class 3 contains 119338 members 
Mstep: Class 4 contains 51099 members 
Mstep: Class 5 contains 2491 members 
Mstep: Class 6 contains 1711 members 
Mstep: Class 7 contains 10903 members 
Mstep: Class 8 contains 2124 members 
Mstep: Class 9 contains 48505 members 
Mstep: Class 10 contains 25415 members 
Mstep: Class 11 contains 90363 members 
Mstep: Class 12 contains 231069 members 
Mstep: Class 13 contains 189323 members 
Mstep: Class 14 contains 55870 members 
Mstep: Class 15 contains 40024 members 
Mstep: Class 16 contains 9931 members 
Mstep: Class 17 contains 1505 members 
Mstep: Class 18 contains 133567 members 
Mstep: Class 19 contains 7389 members 
Mstep: Class 20 contains 150608 members 
Mstep: Class 21 contains 88749 members 
Mstep: Class 22 contains 990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127916368.000000 Penalty: 50291.996094
Iteration 44Q: 23 clusters Score -1.279164e+08 nChanged 12024
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 23445 members 
Mstep: Class 3 contains 121194 members 
Mstep: Class 4 contains 50783 members 
Mstep: Class 5 contains 2502 members 
Mstep: Class 6 contains 1685 members 
Mstep: Class 7 contains 10944 members 
Mstep: Class 8 contains 2047 members 
Mstep: Class 9 contains 48828 members 
Mstep: Class 10 contains 25852 members 
Mstep: Class 11 contains 89827 members 
Mstep: Class 12 contains 230330 members 
Mstep: Class 13 contains 186631 members 
Mstep: Class 14 contains 56464 members 
Mstep: Class 15 contains 39615 members 
Mstep: Class 16 contains 10051 members 
Mstep: Class 17 contains 1567 members 
Mstep: Class 18 contains 133964 members 
Mstep: Class 19 contains 6971 members 
Mstep: Class 20 contains 150235 members 
Mstep: Class 21 contains 90306 members 
Mstep: Class 22 contains 993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919720.000000 Penalty: 50291.996094
Iteration 45Q: 23 clusters Score -1.279197e+08 nChanged 11311
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 23513 members 
Mstep: Class 3 contains 122944 members 
Mstep: Class 4 contains 50421 members 
Mstep: Class 5 contains 2505 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 7 contains 10979 members 
Mstep: Class 8 contains 1970 members 
Mstep: Class 9 contains 49121 members 
Mstep: Class 10 contains 26236 members 
Mstep: Class 11 contains 89309 members 
Mstep: Class 12 contains 229639 members 
Mstep: Class 13 contains 184247 members 
Mstep: Class 14 contains 57072 members 
Mstep: Class 15 contains 39193 members 
Mstep: Class 16 contains 10146 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 134220 members 
Mstep: Class 19 contains 6576 members 
Mstep: Class 20 contains 149882 members 
Mstep: Class 21 contains 91890 members 
Mstep: Class 22 contains 992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922000.000000 Penalty: 50291.996094
Iteration 46Q: 23 clusters Score -1.27922e+08 nChanged 10929
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 23617 members 
Mstep: Class 3 contains 124593 members 
Mstep: Class 4 contains 50047 members 
Mstep: Class 5 contains 2506 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 11028 members 
Mstep: Class 8 contains 1890 members 
Mstep: Class 9 contains 49383 members 
Mstep: Class 10 contains 26606 members 
Mstep: Class 11 contains 88761 members 
Mstep: Class 12 contains 228924 members 
Mstep: Class 13 contains 182173 members 
Mstep: Class 14 contains 57665 members 
Mstep: Class 15 contains 38755 members 
Mstep: Class 16 contains 10266 members 
Mstep: Class 17 contains 1648 members 
Mstep: Class 18 contains 134439 members 
Mstep: Class 19 contains 6208 members 
Mstep: Class 20 contains 149534 members 
Mstep: Class 21 contains 93388 members 
Mstep: Class 22 contains 992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924160.000000 Penalty: 50291.996094
Iteration 47Q: 23 clusters Score -1.279242e+08 nChanged 10527
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 23680 members 
Mstep: Class 3 contains 126149 members 
Mstep: Class 4 contains 49679 members 
Mstep: Class 5 contains 2508 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 11070 members 
Mstep: Class 8 contains 1822 members 
Mstep: Class 9 contains 49606 members 
Mstep: Class 10 contains 26936 members 
Mstep: Class 11 contains 88216 members 
Mstep: Class 12 contains 228249 members 
Mstep: Class 13 contains 180329 members 
Mstep: Class 14 contains 58219 members 
Mstep: Class 15 contains 38350 members 
Mstep: Class 16 contains 10416 members 
Mstep: Class 17 contains 1676 members 
Mstep: Class 18 contains 134625 members 
Mstep: Class 19 contains 5847 members 
Mstep: Class 20 contains 149151 members 
Mstep: Class 21 contains 94863 members 
Mstep: Class 22 contains 993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127926040.000000 Penalty: 50291.996094
Iteration 48Q: 23 clusters Score -1.27926e+08 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 23778 members 
Mstep: Class 3 contains 127656 members 
Mstep: Class 4 contains 49295 members 
Mstep: Class 5 contains 2511 members 
Mstep: Class 6 contains 1601 members 
Mstep: Class 7 contains 11106 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 49822 members 
Mstep: Class 10 contains 27313 members 
Mstep: Class 11 contains 87663 members 
Mstep: Class 12 contains 227584 members 
Mstep: Class 13 contains 178643 members 
Mstep: Class 14 contains 58743 members 
Mstep: Class 15 contains 38004 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 1697 members 
Mstep: Class 18 contains 134739 members 
Mstep: Class 19 contains 5489 members 
Mstep: Class 20 contains 148719 members 
Mstep: Class 21 contains 96265 members 
Mstep: Class 22 contains 992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127927776.000000 Penalty: 50291.996094
Iteration 49Q: 23 clusters Score -1.279278e+08 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 23861 members 
Mstep: Class 3 contains 129090 members 
Mstep: Class 4 contains 48886 members 
Mstep: Class 5 contains 2514 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 11141 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 50052 members 
Mstep: Class 10 contains 27698 members 
Mstep: Class 11 contains 87096 members 
Mstep: Class 12 contains 226950 members 
Mstep: Class 13 contains 177107 members 
Mstep: Class 14 contains 59250 members 
Mstep: Class 15 contains 37637 members 
Mstep: Class 16 contains 10686 members 
Mstep: Class 17 contains 1717 members 
Mstep: Class 18 contains 134663 members 
Mstep: Class 19 contains 5183 members 
Mstep: Class 20 contains 148322 members 
Mstep: Class 21 contains 97711 members 
Mstep: Class 22 contains 991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127928808.000000 Penalty: 50291.996094
Iteration 50Q: 23 clusters Score -1.279288e+08 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 23989 members 
Mstep: Class 3 contains 130476 members 
Mstep: Class 4 contains 48531 members 
Mstep: Class 5 contains 2518 members 
Mstep: Class 6 contains 1555 members 
Mstep: Class 7 contains 11155 members 
Mstep: Class 8 contains 1728 members 
Mstep: Class 9 contains 50287 members 
Mstep: Class 10 contains 28058 members 
Mstep: Class 11 contains 86499 members 
Mstep: Class 12 contains 226389 members 
Mstep: Class 13 contains 175728 members 
Mstep: Class 14 contains 59732 members 
Mstep: Class 15 contains 37221 members 
Mstep: Class 16 contains 10791 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 134514 members 
Mstep: Class 19 contains 4913 members 
Mstep: Class 20 contains 147918 members 
Mstep: Class 21 contains 99124 members 
Mstep: Class 22 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127930056.000000 Penalty: 50291.996094
Iteration 51Q: 23 clusters Score -1.279301e+08 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 24122 members 
Mstep: Class 3 contains 131776 members 
Mstep: Class 4 contains 48202 members 
Mstep: Class 5 contains 2517 members 
Mstep: Class 6 contains 1539 members 
Mstep: Class 7 contains 11167 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 50514 members 
Mstep: Class 10 contains 28409 members 
Mstep: Class 11 contains 85888 members 
Mstep: Class 12 contains 225799 members 
Mstep: Class 13 contains 174458 members 
Mstep: Class 14 contains 60171 members 
Mstep: Class 15 contains 36870 members 
Mstep: Class 16 contains 10909 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 134234 members 
Mstep: Class 19 contains 4678 members 
Mstep: Class 20 contains 147575 members 
Mstep: Class 21 contains 100549 members 
Mstep: Class 22 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2265.992188 but Gain 2286.000000
Score: -127931952.000000 Penalty: 48005.996094
Iteration 52Q: 22 clusters Score -1.27932e+08 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 24235 members 
Mstep: Class 3 contains 132943 members 
Mstep: Class 4 contains 47942 members 
Mstep: Class 5 contains 2515 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 11179 members 
Mstep: Class 9 contains 50790 members 
Mstep: Class 10 contains 29268 members 
Mstep: Class 11 contains 85353 members 
Mstep: Class 12 contains 225380 members 
Mstep: Class 13 contains 173555 members 
Mstep: Class 14 contains 60838 members 
Mstep: Class 15 contains 36498 members 
Mstep: Class 16 contains 11001 members 
Mstep: Class 17 contains 1757 members 
Mstep: Class 18 contains 134010 members 
Mstep: Class 19 contains 4461 members 
Mstep: Class 20 contains 147420 members 
Mstep: Class 21 contains 102114 members 
Mstep: Class 22 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127934664.000000 Penalty: 48005.996094
Iteration 53Q: 22 clusters Score -1.279347e+08 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 24365 members 
Mstep: Class 3 contains 134056 members 
Mstep: Class 4 contains 47622 members 
Mstep: Class 5 contains 2514 members 
Mstep: Class 6 contains 1498 members 
Mstep: Class 7 contains 11203 members 
Mstep: Class 9 contains 51065 members 
Mstep: Class 10 contains 29912 members 
Mstep: Class 11 contains 84761 members 
Mstep: Class 12 contains 224711 members 
Mstep: Class 13 contains 172547 members 
Mstep: Class 14 contains 61183 members 
Mstep: Class 15 contains 36055 members 
Mstep: Class 16 contains 11128 members 
Mstep: Class 17 contains 1767 members 
Mstep: Class 18 contains 133626 members 
Mstep: Class 19 contains 4247 members 
Mstep: Class 20 contains 147086 members 
Mstep: Class 21 contains 103402 members 
Mstep: Class 22 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2280.221191 but Gain 2286.000000
Score: -127935752.000000 Penalty: 45719.996094
Iteration 54Q: 21 clusters Score -1.279358e+08 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 24481 members 
Mstep: Class 3 contains 135175 members 
Mstep: Class 4 contains 47302 members 
Mstep: Class 5 contains 2515 members 
Mstep: Class 7 contains 11247 members 
Mstep: Class 9 contains 51329 members 
Mstep: Class 10 contains 30765 members 
Mstep: Class 11 contains 84300 members 
Mstep: Class 12 contains 224610 members 
Mstep: Class 13 contains 171843 members 
Mstep: Class 14 contains 61536 members 
Mstep: Class 15 contains 35716 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 1784 members 
Mstep: Class 18 contains 133227 members 
Mstep: Class 19 contains 4054 members 
Mstep: Class 20 contains 146857 members 
Mstep: Class 21 contains 104702 members 
Mstep: Class 22 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127938376.000000 Penalty: 45719.996094
Iteration 55Q: 21 clusters Score -1.279384e+08 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 24606 members 
Mstep: Class 3 contains 136255 members 
Mstep: Class 4 contains 46925 members 
Mstep: Class 5 contains 2512 members 
Mstep: Class 7 contains 11251 members 
Mstep: Class 9 contains 51521 members 
Mstep: Class 10 contains 31505 members 
Mstep: Class 11 contains 83773 members 
Mstep: Class 12 contains 224037 members 
Mstep: Class 13 contains 170860 members 
Mstep: Class 14 contains 61854 members 
Mstep: Class 15 contains 35366 members 
Mstep: Class 16 contains 11410 members 
Mstep: Class 17 contains 1787 members 
Mstep: Class 18 contains 132772 members 
Mstep: Class 19 contains 3836 members 
Mstep: Class 20 contains 146436 members 
Mstep: Class 21 contains 105972 members 
Mstep: Class 22 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127939784.000000 Penalty: 45719.996094
Iteration 56Q: 21 clusters Score -1.279398e+08 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 24744 members 
Mstep: Class 3 contains 137339 members 
Mstep: Class 4 contains 46584 members 
Mstep: Class 5 contains 2510 members 
Mstep: Class 7 contains 11247 members 
Mstep: Class 9 contains 51729 members 
Mstep: Class 10 contains 32311 members 
Mstep: Class 11 contains 83250 members 
Mstep: Class 12 contains 223397 members 
Mstep: Class 13 contains 169965 members 
Mstep: Class 14 contains 62126 members 
Mstep: Class 15 contains 34935 members 
Mstep: Class 16 contains 11562 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 132336 members 
Mstep: Class 19 contains 3635 members 
Mstep: Class 20 contains 146001 members 
Mstep: Class 21 contains 107191 members 
Mstep: Class 22 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127940656.000000 Penalty: 45719.996094
Iteration 57Q: 21 clusters Score -1.279407e+08 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 24851 members 
Mstep: Class 3 contains 138338 members 
Mstep: Class 4 contains 46313 members 
Mstep: Class 5 contains 2502 members 
Mstep: Class 7 contains 11258 members 
Mstep: Class 9 contains 51913 members 
Mstep: Class 10 contains 33005 members 
Mstep: Class 11 contains 82748 members 
Mstep: Class 12 contains 222775 members 
Mstep: Class 13 contains 169182 members 
Mstep: Class 14 contains 62365 members 
Mstep: Class 15 contains 34527 members 
Mstep: Class 16 contains 11705 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 131875 members 
Mstep: Class 19 contains 3467 members 
Mstep: Class 20 contains 145607 members 
Mstep: Class 21 contains 108400 members 
Mstep: Class 22 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127941240.000000 Penalty: 45719.996094
Iteration 58Q: 21 clusters Score -1.279412e+08 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 24936 members 
Mstep: Class 3 contains 139290 members 
Mstep: Class 4 contains 46071 members 
Mstep: Class 5 contains 2502 members 
Mstep: Class 7 contains 11288 members 
Mstep: Class 9 contains 52105 members 
Mstep: Class 10 contains 33708 members 
Mstep: Class 11 contains 82228 members 
Mstep: Class 12 contains 222065 members 
Mstep: Class 13 contains 168506 members 
Mstep: Class 14 contains 62501 members 
Mstep: Class 15 contains 34162 members 
Mstep: Class 16 contains 11844 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 131376 members 
Mstep: Class 19 contains 3307 members 
Mstep: Class 20 contains 145240 members 
Mstep: Class 21 contains 109667 members 
Mstep: Class 22 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127942096.000000 Penalty: 45719.996094
Iteration 59Q: 21 clusters Score -1.279421e+08 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 25005 members 
Mstep: Class 3 contains 140180 members 
Mstep: Class 4 contains 45833 members 
Mstep: Class 5 contains 2503 members 
Mstep: Class 7 contains 11309 members 
Mstep: Class 9 contains 52301 members 
Mstep: Class 10 contains 34456 members 
Mstep: Class 11 contains 81714 members 
Mstep: Class 12 contains 221257 members 
Mstep: Class 13 contains 167884 members 
Mstep: Class 14 contains 62624 members 
Mstep: Class 15 contains 33772 members 
Mstep: Class 16 contains 12006 members 
Mstep: Class 17 contains 1812 members 
Mstep: Class 18 contains 130918 members 
Mstep: Class 19 contains 3171 members 
Mstep: Class 20 contains 144930 members 
Mstep: Class 21 contains 110888 members 
Mstep: Class 22 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127943480.000000 Penalty: 45719.996094
Iteration 60F: 21 clusters Score -1.279435e+08 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 25063 members 
Mstep: Class 3 contains 141054 members 
Mstep: Class 4 contains 45624 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 7 contains 11330 members 
Mstep: Class 9 contains 52478 members 
Mstep: Class 10 contains 35223 members 
Mstep: Class 11 contains 81226 members 
Mstep: Class 12 contains 220440 members 
Mstep: Class 13 contains 167311 members 
Mstep: Class 14 contains 62708 members 
Mstep: Class 15 contains 33350 members 
Mstep: Class 16 contains 12171 members 
Mstep: Class 17 contains 1881 members 
Mstep: Class 18 contains 130381 members 
Mstep: Class 19 contains 3053 members 
Mstep: Class 20 contains 144594 members 
Mstep: Class 21 contains 112162 members 
Mstep: Class 22 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127944096.000000 Penalty: 45719.996094
Iteration 61Q: 21 clusters Score -1.279441e+08 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 25111 members 
Mstep: Class 3 contains 141862 members 
Mstep: Class 4 contains 45423 members 
Mstep: Class 5 contains 2505 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 9 contains 52632 members 
Mstep: Class 10 contains 35902 members 
Mstep: Class 11 contains 80812 members 
Mstep: Class 12 contains 219586 members 
Mstep: Class 13 contains 166833 members 
Mstep: Class 14 contains 62766 members 
Mstep: Class 15 contains 32954 members 
Mstep: Class 16 contains 12307 members 
Mstep: Class 17 contains 1922 members 
Mstep: Class 18 contains 129835 members 
Mstep: Class 19 contains 2955 members 
Mstep: Class 20 contains 144270 members 
Mstep: Class 21 contains 113495 members 
Mstep: Class 22 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127944912.000000 Penalty: 45719.996094
Iteration 62Q: 21 clusters Score -1.279449e+08 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 25159 members 
Mstep: Class 3 contains 142684 members 
Mstep: Class 4 contains 45197 members 
Mstep: Class 5 contains 2506 members 
Mstep: Class 7 contains 11383 members 
Mstep: Class 9 contains 52740 members 
Mstep: Class 10 contains 36608 members 
Mstep: Class 11 contains 80448 members 
Mstep: Class 12 contains 218603 members 
Mstep: Class 13 contains 166407 members 
Mstep: Class 14 contains 62798 members 
Mstep: Class 15 contains 32544 members 
Mstep: Class 16 contains 12457 members 
Mstep: Class 17 contains 1962 members 
Mstep: Class 18 contains 129329 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 144025 members 
Mstep: Class 21 contains 114806 members 
Mstep: Class 22 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127945736.000000 Penalty: 45719.996094
Iteration 63Q: 21 clusters Score -1.279457e+08 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 25230 members 
Mstep: Class 3 contains 143469 members 
Mstep: Class 4 contains 44986 members 
Mstep: Class 5 contains 2506 members 
Mstep: Class 7 contains 11408 members 
Mstep: Class 9 contains 52813 members 
Mstep: Class 10 contains 37260 members 
Mstep: Class 11 contains 80107 members 
Mstep: Class 12 contains 217605 members 
Mstep: Class 13 contains 166007 members 
Mstep: Class 14 contains 62770 members 
Mstep: Class 15 contains 32123 members 
Mstep: Class 16 contains 12566 members 
Mstep: Class 17 contains 1992 members 
Mstep: Class 18 contains 128855 members 
Mstep: Class 19 contains 2763 members 
Mstep: Class 20 contains 143842 members 
Mstep: Class 21 contains 116176 members 
Mstep: Class 22 contains 989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127946560.000000 Penalty: 45719.996094
Iteration 64Q: 21 clusters Score -1.279466e+08 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 25312 members 
Mstep: Class 3 contains 144222 members 
Mstep: Class 4 contains 44808 members 
Mstep: Class 5 contains 2505 members 
Mstep: Class 7 contains 11447 members 
Mstep: Class 9 contains 52868 members 
Mstep: Class 10 contains 37910 members 
Mstep: Class 11 contains 79803 members 
Mstep: Class 12 contains 216508 members 
Mstep: Class 13 contains 165654 members 
Mstep: Class 14 contains 62743 members 
Mstep: Class 15 contains 31757 members 
Mstep: Class 16 contains 12662 members 
Mstep: Class 17 contains 2018 members 
Mstep: Class 18 contains 128371 members 
Mstep: Class 19 contains 2685 members 
Mstep: Class 20 contains 143682 members 
Mstep: Class 21 contains 117501 members 
Mstep: Class 22 contains 991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127947784.000000 Penalty: 45719.996094
Iteration 65Q: 21 clusters Score -1.279478e+08 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 25407 members 
Mstep: Class 3 contains 144945 members 
Mstep: Class 4 contains 44647 members 
Mstep: Class 5 contains 2505 members 
Mstep: Class 7 contains 11496 members 
Mstep: Class 9 contains 52880 members 
Mstep: Class 10 contains 38558 members 
Mstep: Class 11 contains 79505 members 
Mstep: Class 12 contains 215353 members 
Mstep: Class 13 contains 165295 members 
Mstep: Class 14 contains 62684 members 
Mstep: Class 15 contains 31405 members 
Mstep: Class 16 contains 12745 members 
Mstep: Class 17 contains 2034 members 
Mstep: Class 18 contains 127893 members 
Mstep: Class 19 contains 2626 members 
Mstep: Class 20 contains 143613 members 
Mstep: Class 21 contains 118850 members 
Mstep: Class 22 contains 993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127948008.000000 Penalty: 45719.996094
Iteration 66Q: 21 clusters Score -1.27948e+08 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 25497 members 
Mstep: Class 3 contains 145555 members 
Mstep: Class 4 contains 44508 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 7 contains 11547 members 
Mstep: Class 9 contains 52907 members 
Mstep: Class 10 contains 39222 members 
Mstep: Class 11 contains 79215 members 
Mstep: Class 12 contains 214176 members 
Mstep: Class 13 contains 164932 members 
Mstep: Class 14 contains 62564 members 
Mstep: Class 15 contains 31065 members 
Mstep: Class 16 contains 12822 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 18 contains 127471 members 
Mstep: Class 19 contains 2567 members 
Mstep: Class 20 contains 143569 members 
Mstep: Class 21 contains 120248 members 
Mstep: Class 22 contains 993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127948192.000000 Penalty: 45719.996094
Iteration 67Q: 21 clusters Score -1.279482e+08 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 25557 members 
Mstep: Class 3 contains 146085 members 
Mstep: Class 4 contains 44367 members 
Mstep: Class 5 contains 2505 members 
Mstep: Class 7 contains 11627 members 
Mstep: Class 9 contains 52975 members 
Mstep: Class 10 contains 39919 members 
Mstep: Class 11 contains 78925 members 
Mstep: Class 12 contains 212971 members 
Mstep: Class 13 contains 164575 members 
Mstep: Class 14 contains 62452 members 
Mstep: Class 15 contains 30689 members 
Mstep: Class 16 contains 12917 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 127109 members 
Mstep: Class 19 contains 2504 members 
Mstep: Class 20 contains 143514 members 
Mstep: Class 21 contains 121642 members 
Mstep: Class 22 contains 994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127948800.000000 Penalty: 45719.996094
Iteration 68Q: 21 clusters Score -1.279488e+08 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 25607 members 
Mstep: Class 3 contains 146598 members 
Mstep: Class 4 contains 44246 members 
Mstep: Class 5 contains 2503 members 
Mstep: Class 7 contains 11679 members 
Mstep: Class 9 contains 53040 members 
Mstep: Class 10 contains 40642 members 
Mstep: Class 11 contains 78605 members 
Mstep: Class 12 contains 211656 members 
Mstep: Class 13 contains 164261 members 
Mstep: Class 14 contains 62357 members 
Mstep: Class 15 contains 30274 members 
Mstep: Class 16 contains 12998 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 126831 members 
Mstep: Class 19 contains 2442 members 
Mstep: Class 20 contains 143486 members 
Mstep: Class 21 contains 123076 members 
Mstep: Class 22 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127950016.000000 Penalty: 45719.996094
Iteration 69Q: 21 clusters Score -1.2795e+08 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 25692 members 
Mstep: Class 3 contains 147020 members 
Mstep: Class 4 contains 44101 members 
Mstep: Class 5 contains 2503 members 
Mstep: Class 7 contains 11737 members 
Mstep: Class 9 contains 53105 members 
Mstep: Class 10 contains 41335 members 
Mstep: Class 11 contains 78315 members 
Mstep: Class 12 contains 210443 members 
Mstep: Class 13 contains 163956 members 
Mstep: Class 14 contains 62195 members 
Mstep: Class 15 contains 29907 members 
Mstep: Class 16 contains 13087 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 126628 members 
Mstep: Class 19 contains 2360 members 
Mstep: Class 20 contains 143450 members 
Mstep: Class 21 contains 124442 members 
Mstep: Class 22 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127950384.000000 Penalty: 45719.996094
Iteration 70Q: 21 clusters Score -1.279504e+08 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 25759 members 
Mstep: Class 3 contains 147321 members 
Mstep: Class 4 contains 43947 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 7 contains 11806 members 
Mstep: Class 9 contains 53197 members 
Mstep: Class 10 contains 41986 members 
Mstep: Class 11 contains 78026 members 
Mstep: Class 12 contains 209288 members 
Mstep: Class 13 contains 163662 members 
Mstep: Class 14 contains 61969 members 
Mstep: Class 15 contains 29675 members 
Mstep: Class 16 contains 13187 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 126472 members 
Mstep: Class 19 contains 2270 members 
Mstep: Class 20 contains 143387 members 
Mstep: Class 21 contains 125793 members 
Mstep: Class 22 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127951360.000000 Penalty: 45719.996094
Iteration 71Q: 21 clusters Score -1.279514e+08 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 25814 members 
Mstep: Class 3 contains 147599 members 
Mstep: Class 4 contains 43820 members 
Mstep: Class 5 contains 2501 members 
Mstep: Class 7 contains 11843 members 
Mstep: Class 9 contains 53280 members 
Mstep: Class 10 contains 42700 members 
Mstep: Class 11 contains 77710 members 
Mstep: Class 12 contains 208182 members 
Mstep: Class 13 contains 163388 members 
Mstep: Class 14 contains 61682 members 
Mstep: Class 15 contains 29425 members 
Mstep: Class 16 contains 13284 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 126303 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 143296 members 
Mstep: Class 21 contains 127199 members 
Mstep: Class 22 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127952240.000000 Penalty: 45719.996094
Iteration 72Q: 21 clusters Score -1.279522e+08 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 25870 members 
Mstep: Class 3 contains 147827 members 
Mstep: Class 4 contains 43707 members 
Mstep: Class 5 contains 2501 members 
Mstep: Class 7 contains 11869 members 
Mstep: Class 9 contains 53322 members 
Mstep: Class 10 contains 43455 members 
Mstep: Class 11 contains 77409 members 
Mstep: Class 12 contains 207026 members 
Mstep: Class 13 contains 163143 members 
Mstep: Class 14 contains 61402 members 
Mstep: Class 15 contains 29201 members 
Mstep: Class 16 contains 13360 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 126154 members 
Mstep: Class 19 contains 2120 members 
Mstep: Class 20 contains 143220 members 
Mstep: Class 21 contains 128598 members 
Mstep: Class 22 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127952784.000000 Penalty: 45719.996094
Iteration 73Q: 21 clusters Score -1.279528e+08 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 25929 members 
Mstep: Class 3 contains 148035 members 
Mstep: Class 4 contains 43601 members 
Mstep: Class 5 contains 2499 members 
Mstep: Class 7 contains 11922 members 
Mstep: Class 9 contains 53378 members 
Mstep: Class 10 contains 44239 members 
Mstep: Class 11 contains 77162 members 
Mstep: Class 12 contains 205826 members 
Mstep: Class 13 contains 162885 members 
Mstep: Class 14 contains 61071 members 
Mstep: Class 15 contains 28987 members 
Mstep: Class 16 contains 13437 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 125994 members 
Mstep: Class 19 contains 2057 members 
Mstep: Class 20 contains 143136 members 
Mstep: Class 21 contains 130000 members 
Mstep: Class 22 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127953512.000000 Penalty: 45719.996094
Iteration 74Q: 21 clusters Score -1.279535e+08 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 25996 members 
Mstep: Class 3 contains 148239 members 
Mstep: Class 4 contains 43479 members 
Mstep: Class 5 contains 2494 members 
Mstep: Class 7 contains 11972 members 
Mstep: Class 9 contains 53444 members 
Mstep: Class 10 contains 45003 members 
Mstep: Class 11 contains 76924 members 
Mstep: Class 12 contains 204641 members 
Mstep: Class 13 contains 162604 members 
Mstep: Class 14 contains 60648 members 
Mstep: Class 15 contains 28761 members 
Mstep: Class 16 contains 13505 members 
Mstep: Class 17 contains 2125 members 
Mstep: Class 18 contains 125857 members 
Mstep: Class 19 contains 2013 members 
Mstep: Class 20 contains 143060 members 
Mstep: Class 21 contains 131499 members 
Mstep: Class 22 contains 998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127953864.000000 Penalty: 45719.996094
Iteration 75Q: 21 clusters Score -1.279539e+08 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 26056 members 
Mstep: Class 3 contains 148444 members 
Mstep: Class 4 contains 43343 members 
Mstep: Class 5 contains 2494 members 
Mstep: Class 7 contains 12022 members 
Mstep: Class 9 contains 53522 members 
Mstep: Class 10 contains 45744 members 
Mstep: Class 11 contains 76671 members 
Mstep: Class 12 contains 203494 members 
Mstep: Class 13 contains 162360 members 
Mstep: Class 14 contains 60162 members 
Mstep: Class 15 contains 28539 members 
Mstep: Class 16 contains 13595 members 
Mstep: Class 17 contains 2139 members 
Mstep: Class 18 contains 125699 members 
Mstep: Class 19 contains 1969 members 
Mstep: Class 20 contains 142977 members 
Mstep: Class 21 contains 133021 members 
Mstep: Class 22 contains 999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127955208.000000 Penalty: 45719.996094
Iteration 76Q: 21 clusters Score -1.279552e+08 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 26119 members 
Mstep: Class 3 contains 148553 members 
Mstep: Class 4 contains 43239 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 7 contains 12070 members 
Mstep: Class 9 contains 53567 members 
Mstep: Class 10 contains 46541 members 
Mstep: Class 11 contains 76415 members 
Mstep: Class 12 contains 202336 members 
Mstep: Class 13 contains 162172 members 
Mstep: Class 14 contains 59632 members 
Mstep: Class 15 contains 28307 members 
Mstep: Class 16 contains 13684 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 125629 members 
Mstep: Class 19 contains 1933 members 
Mstep: Class 20 contains 142892 members 
Mstep: Class 21 contains 134511 members 
Mstep: Class 22 contains 998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127956096.000000 Penalty: 45719.996094
Iteration 77Q: 21 clusters Score -1.279561e+08 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 26166 members 
Mstep: Class 3 contains 148606 members 
Mstep: Class 4 contains 43154 members 
Mstep: Class 5 contains 2499 members 
Mstep: Class 7 contains 12114 members 
Mstep: Class 9 contains 53609 members 
Mstep: Class 10 contains 47345 members 
Mstep: Class 11 contains 76188 members 
Mstep: Class 12 contains 201202 members 
Mstep: Class 13 contains 161954 members 
Mstep: Class 14 contains 59057 members 
Mstep: Class 15 contains 28073 members 
Mstep: Class 16 contains 13788 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 125576 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 142823 members 
Mstep: Class 21 contains 136025 members 
Mstep: Class 22 contains 998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127956856.000000 Penalty: 45719.996094
Iteration 78Q: 21 clusters Score -1.279569e+08 nChanged 5472
Entering ConstructFrom: 
Score: -127956856.000000 Penalty: 45719.996094
Entering ConstructFrom: 
Trying to split cluster 1 (3585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Entering Unmasked Estep 
Score: -331876.843750 Penalty: 1329.983521
	Iteration 0F: 2 clusters Score -331876.8 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 1770 members 
Entering Unmasked Estep 
Score: -328871.531250 Penalty: 2659.967041
	Iteration 0F: 3 clusters Score -328871.5 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -329844.125000 Penalty: 2659.967041
	Iteration 1F: 3 clusters Score -329844.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -330222.062500 Penalty: 2659.967041
	Iteration 2F: 3 clusters Score -330222.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -330638.468750 Penalty: 2659.967041
	Iteration 3F: 3 clusters Score -330638.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -331008.312500 Penalty: 2659.967041
	Iteration 4F: 3 clusters Score -331008.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -331237.031250 Penalty: 2659.967041
	Iteration 5F: 3 clusters Score -331237 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -331386.656250 Penalty: 2659.967041
	Iteration 6Q: 3 clusters Score -331386.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -331484.906250 Penalty: 2659.967041
	Iteration 7Q: 3 clusters Score -331484.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -331521.531250 Penalty: 2659.967041
	Iteration 8Q: 3 clusters Score -331521.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -331542.406250 Penalty: 2659.967041
	Iteration 9Q: 3 clusters Score -331542.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -331555.312500 Penalty: 2659.967041
	Iteration 10Q: 3 clusters Score -331555.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -331564.406250 Penalty: 2659.967041
	Iteration 11Q: 3 clusters Score -331564.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -331568.000000 Penalty: 2659.967041
	Iteration 12Q: 3 clusters Score -331568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -331569.187500 Penalty: 2659.967041
	Iteration 13Q: 3 clusters Score -331569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -331570.593750 Penalty: 2659.967041
	Iteration 14Q: 3 clusters Score -331570.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -331573.156250 Penalty: 2659.967041
	Iteration 15Q: 3 clusters Score -331573.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -331575.125000 Penalty: 2659.967041
	Iteration 16Q: 3 clusters Score -331575.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -331575.281250 Penalty: 2659.967041
	Iteration 17Q: 3 clusters Score -331575.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -331576.000000 Penalty: 2659.967041
	Iteration 18Q: 3 clusters Score -331576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -331576.000000 Penalty: 2659.967041
	Iteration 19F: 3 clusters Score -331576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Entering Unmasked Estep 
Score: -2548914.750000 Penalty: 1653.146484
	Iteration 0F: 2 clusters Score -2548915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2531287.250000 Penalty: 3306.292969
	Iteration 0F: 3 clusters Score -2531287 nChanged 11901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2537709.000000 Penalty: 3306.292969
	Iteration 1F: 3 clusters Score -2537709 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2538040.750000 Penalty: 3306.292969
	Iteration 2Q: 3 clusters Score -2538041 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2538373.000000 Penalty: 3306.292969
	Iteration 3Q: 3 clusters Score -2538373 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2538748.500000 Penalty: 3306.292969
	Iteration 4Q: 3 clusters Score -2538748 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2539237.000000 Penalty: 3306.292969
	Iteration 5Q: 3 clusters Score -2539237 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2539880.750000 Penalty: 3306.292969
	Iteration 6Q: 3 clusters Score -2539881 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2540820.000000 Penalty: 3306.292969
	Iteration 7Q: 3 clusters Score -2540820 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2541870.000000 Penalty: 3306.292969
	Iteration 8F: 3 clusters Score -2541870 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2542956.000000 Penalty: 3306.292969
	Iteration 9F: 3 clusters Score -2542956 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -2543990.750000 Penalty: 3306.292969
	Iteration 10F: 3 clusters Score -2543991 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -2545001.250000 Penalty: 3306.292969
	Iteration 11Q: 3 clusters Score -2545001 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -2545775.500000 Penalty: 3306.292969
	Iteration 12Q: 3 clusters Score -2545776 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -2546347.000000 Penalty: 3306.292969
	Iteration 13Q: 3 clusters Score -2546347 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -2546765.750000 Penalty: 3306.292969
	Iteration 14Q: 3 clusters Score -2546766 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -2547022.250000 Penalty: 3306.292969
	Iteration 15Q: 3 clusters Score -2547022 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -2547185.250000 Penalty: 3306.292969
	Iteration 16Q: 3 clusters Score -2547185 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -2547286.750000 Penalty: 3306.292969
	Iteration 17Q: 3 clusters Score -2547287 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -2547368.750000 Penalty: 3306.292969
	Iteration 18Q: 3 clusters Score -2547369 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -2547413.750000 Penalty: 3306.292969
	Iteration 19Q: 3 clusters Score -2547414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -2547438.000000 Penalty: 3306.292969
	Iteration 20F: 3 clusters Score -2547438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -2547450.500000 Penalty: 3306.292969
	Iteration 21Q: 3 clusters Score -2547450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -2547466.250000 Penalty: 3306.292969
	Iteration 22Q: 3 clusters Score -2547466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -2547485.750000 Penalty: 3306.292969
	Iteration 23Q: 3 clusters Score -2547486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -2547501.000000 Penalty: 3306.292969
	Iteration 24Q: 3 clusters Score -2547501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -2547508.000000 Penalty: 3306.292969
	Iteration 25Q: 3 clusters Score -2547508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -2547517.500000 Penalty: 3306.292969
	Iteration 26Q: 3 clusters Score -2547518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -2547520.500000 Penalty: 3306.292969
	Iteration 27Q: 3 clusters Score -2547520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -2547527.750000 Penalty: 3306.292969
	Iteration 28Q: 3 clusters Score -2547528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -2547527.250000 Penalty: 3306.292969
	Iteration 29Q: 3 clusters Score -2547527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -2547531.000000 Penalty: 3306.292969
	Iteration 30Q: 3 clusters Score -2547531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -2547535.750000 Penalty: 3306.292969
	Iteration 31Q: 3 clusters Score -2547536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -2547537.750000 Penalty: 3306.292969
	Iteration 32Q: 3 clusters Score -2547538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -2547538.750000 Penalty: 3306.292969
	Iteration 33Q: 3 clusters Score -2547539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -2547539.250000 Penalty: 3306.292969
	Iteration 34Q: 3 clusters Score -2547539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -2547539.000000 Penalty: 3306.292969
	Iteration 35Q: 3 clusters Score -2547539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -2547540.750000 Penalty: 3306.292969
	Iteration 36Q: 3 clusters Score -2547541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -2547540.750000 Penalty: 3306.292969
	Iteration 37F: 3 clusters Score -2547541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (148700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148700 members 
Entering Unmasked Estep 
Score: -15185636.000000 Penalty: 1935.323975
	Iteration 0F: 2 clusters Score -1.518564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74377 members 
Mstep: Class 2 contains 74323 members 
Entering Unmasked Estep 
Score: -15088430.000000 Penalty: 3870.647949
	Iteration 0F: 3 clusters Score -1.508843e+07 nChanged 71642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74641 members 
Mstep: Class 2 contains 74059 members 
Entering Unmasked Estep 
Score: -15129766.000000 Penalty: 3870.647949
	Iteration 1F: 3 clusters Score -1.512977e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75149 members 
Mstep: Class 2 contains 73551 members 
Entering Unmasked Estep 
Score: -15130918.000000 Penalty: 3870.647949
	Iteration 2Q: 3 clusters Score -1.513092e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76139 members 
Mstep: Class 2 contains 72561 members 
Entering Unmasked Estep 
Score: -15132468.000000 Penalty: 3870.647949
	Iteration 3Q: 3 clusters Score -1.513247e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77845 members 
Mstep: Class 2 contains 70855 members 
Entering Unmasked Estep 
Score: -15134583.000000 Penalty: 3870.647949
	Iteration 4Q: 3 clusters Score -1.513458e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80703 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -15137811.000000 Penalty: 3870.647949
	Iteration 5Q: 3 clusters Score -1.513781e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85039 members 
Mstep: Class 2 contains 63661 members 
Entering Unmasked Estep 
Score: -15142762.000000 Penalty: 3870.647949
	Iteration 6F: 3 clusters Score -1.514276e+07 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90639 members 
Mstep: Class 2 contains 58061 members 
Entering Unmasked Estep 
Score: -15149677.000000 Penalty: 3870.647949
	Iteration 7F: 3 clusters Score -1.514968e+07 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96592 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -15157673.000000 Penalty: 3870.647949
	Iteration 8F: 3 clusters Score -1.515767e+07 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102053 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -15165616.000000 Penalty: 3870.647949
	Iteration 9F: 3 clusters Score -1.516562e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106136 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -15171330.000000 Penalty: 3870.647949
	Iteration 10F: 3 clusters Score -1.517133e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109241 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -15174395.000000 Penalty: 3870.647949
	Iteration 11Q: 3 clusters Score -1.51744e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111870 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -15176098.000000 Penalty: 3870.647949
	Iteration 12Q: 3 clusters Score -1.51761e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114243 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -15177425.000000 Penalty: 3870.647949
	Iteration 13Q: 3 clusters Score -1.517742e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116309 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -15178419.000000 Penalty: 3870.647949
	Iteration 14Q: 3 clusters Score -1.517842e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118215 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -15179102.000000 Penalty: 3870.647949
	Iteration 15Q: 3 clusters Score -1.51791e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120044 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -15179784.000000 Penalty: 3870.647949
	Iteration 16Q: 3 clusters Score -1.517978e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121730 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -15180295.000000 Penalty: 3870.647949
	Iteration 17Q: 3 clusters Score -1.51803e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123353 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -15180749.000000 Penalty: 3870.647949
	Iteration 18Q: 3 clusters Score -1.518075e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124902 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -15181130.000000 Penalty: 3870.647949
	Iteration 19Q: 3 clusters Score -1.518113e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126450 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -15181525.000000 Penalty: 3870.647949
	Iteration 20F: 3 clusters Score -1.518152e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127952 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -15181777.000000 Penalty: 3870.647949
	Iteration 21Q: 3 clusters Score -1.518178e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129455 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -15182129.000000 Penalty: 3870.647949
	Iteration 22Q: 3 clusters Score -1.518213e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130873 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -15182451.000000 Penalty: 3870.647949
	Iteration 23Q: 3 clusters Score -1.518245e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132175 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -15182798.000000 Penalty: 3870.647949
	Iteration 24Q: 3 clusters Score -1.51828e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133446 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -15183031.000000 Penalty: 3870.647949
	Iteration 25Q: 3 clusters Score -1.518303e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134658 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -15183276.000000 Penalty: 3870.647949
	Iteration 26Q: 3 clusters Score -1.518328e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135810 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -15183556.000000 Penalty: 3870.647949
	Iteration 27Q: 3 clusters Score -1.518356e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136879 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -15183834.000000 Penalty: 3870.647949
	Iteration 28Q: 3 clusters Score -1.518383e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137896 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -15184055.000000 Penalty: 3870.647949
	Iteration 29Q: 3 clusters Score -1.518406e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138835 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -15184368.000000 Penalty: 3870.647949
	Iteration 30Q: 3 clusters Score -1.518437e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139723 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -15184633.000000 Penalty: 3870.647949
	Iteration 31Q: 3 clusters Score -1.518463e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140524 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -15184788.000000 Penalty: 3870.647949
	Iteration 32Q: 3 clusters Score -1.518479e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141248 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -15184864.000000 Penalty: 3870.647949
	Iteration 33Q: 3 clusters Score -1.518486e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141869 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -15184971.000000 Penalty: 3870.647949
	Iteration 34Q: 3 clusters Score -1.518497e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142448 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -15185018.000000 Penalty: 3870.647949
	Iteration 35Q: 3 clusters Score -1.518502e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142963 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -15185086.000000 Penalty: 3870.647949
	Iteration 36Q: 3 clusters Score -1.518509e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143425 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -15185113.000000 Penalty: 3870.647949
	Iteration 37Q: 3 clusters Score -1.518511e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143830 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -15185146.000000 Penalty: 3870.647949
	Iteration 38Q: 3 clusters Score -1.518515e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144192 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -15185171.000000 Penalty: 3870.647949
	Iteration 39Q: 3 clusters Score -1.518517e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144519 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -15185167.000000 Penalty: 3870.647949
	Iteration 40F: 3 clusters Score -1.518517e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144852 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -15185208.000000 Penalty: 3870.647949
	Iteration 41Q: 3 clusters Score -1.518521e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145131 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -15185234.000000 Penalty: 3870.647949
	Iteration 42Q: 3 clusters Score -1.518523e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145379 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -15185264.000000 Penalty: 3870.647949
	Iteration 43Q: 3 clusters Score -1.518526e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145597 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -15185301.000000 Penalty: 3870.647949
	Iteration 44Q: 3 clusters Score -1.51853e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145799 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -15185285.000000 Penalty: 3870.647949
	Iteration 45Q: 3 clusters Score -1.518528e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145947 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -15185288.000000 Penalty: 3870.647949
	Iteration 46Q: 3 clusters Score -1.518529e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146081 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -15185280.000000 Penalty: 3870.647949
	Iteration 47Q: 3 clusters Score -1.518528e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146202 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -15185267.000000 Penalty: 3870.647949
	Iteration 48Q: 3 clusters Score -1.518527e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146313 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -15185262.000000 Penalty: 3870.647949
	Iteration 49Q: 3 clusters Score -1.518526e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146405 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -15185266.000000 Penalty: 3870.647949
	Iteration 50Q: 3 clusters Score -1.518527e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146486 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -15185315.000000 Penalty: 3870.647949
	Iteration 51Q: 3 clusters Score -1.518532e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146550 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -15185318.000000 Penalty: 3870.647949
	Iteration 52Q: 3 clusters Score -1.518532e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146599 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -15185332.000000 Penalty: 3870.647949
	Iteration 53Q: 3 clusters Score -1.518533e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146646 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -15185314.000000 Penalty: 3870.647949
	Iteration 54Q: 3 clusters Score -1.518531e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146684 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -15185321.000000 Penalty: 3870.647949
	Iteration 55Q: 3 clusters Score -1.518532e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146717 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -15185317.000000 Penalty: 3870.647949
	Iteration 56Q: 3 clusters Score -1.518532e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146744 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -15185299.000000 Penalty: 3870.647949
	Iteration 57Q: 3 clusters Score -1.51853e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146777 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -15185283.000000 Penalty: 3870.647949
	Iteration 58Q: 3 clusters Score -1.518528e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146808 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -15185280.000000 Penalty: 3870.647949
	Iteration 59Q: 3 clusters Score -1.518528e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146834 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -15185263.000000 Penalty: 3870.647949
	Iteration 60F: 3 clusters Score -1.518526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146852 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -15185252.000000 Penalty: 3870.647949
	Iteration 61Q: 3 clusters Score -1.518525e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146867 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -15185266.000000 Penalty: 3870.647949
	Iteration 62Q: 3 clusters Score -1.518527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146878 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -15185252.000000 Penalty: 3870.647949
	Iteration 63Q: 3 clusters Score -1.518525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146887 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -15185263.000000 Penalty: 3870.647949
	Iteration 64Q: 3 clusters Score -1.518526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146890 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -15185268.000000 Penalty: 3870.647949
	Iteration 65Q: 3 clusters Score -1.518527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146896 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -15185265.000000 Penalty: 3870.647949
	Iteration 66Q: 3 clusters Score -1.518526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146902 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -15185260.000000 Penalty: 3870.647949
	Iteration 67Q: 3 clusters Score -1.518526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146905 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -15185274.000000 Penalty: 3870.647949
	Iteration 68Q: 3 clusters Score -1.518527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146911 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -15185269.000000 Penalty: 3870.647949
	Iteration 69Q: 3 clusters Score -1.518527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146916 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -15185273.000000 Penalty: 3870.647949
	Iteration 70Q: 3 clusters Score -1.518527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146921 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -15185272.000000 Penalty: 3870.647949
	Iteration 71Q: 3 clusters Score -1.518527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146927 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -15185275.000000 Penalty: 3870.647949
	Iteration 72Q: 3 clusters Score -1.518528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146929 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -15185282.000000 Penalty: 3870.647949
	Iteration 73Q: 3 clusters Score -1.518528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146930 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -15185283.000000 Penalty: 3870.647949
	Iteration 74Q: 3 clusters Score -1.518528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146932 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -15185280.000000 Penalty: 3870.647949
	Iteration 75Q: 3 clusters Score -1.518528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146932 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -15185280.000000 Penalty: 3870.647949
	Iteration 76F: 3 clusters Score -1.518528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Entering Unmasked Estep 
Score: -4384666.000000 Penalty: 1733.969604
	Iteration 0F: 2 clusters Score -4384666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -4355726.000000 Penalty: 3467.939209
	Iteration 0F: 3 clusters Score -4355726 nChanged 20134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -4367020.000000 Penalty: 3467.939209
	Iteration 1F: 3 clusters Score -4367020 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -4367488.000000 Penalty: 3467.939209
	Iteration 2Q: 3 clusters Score -4367488 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -4368075.500000 Penalty: 3467.939209
	Iteration 3Q: 3 clusters Score -4368076 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -4368754.000000 Penalty: 3467.939209
	Iteration 4Q: 3 clusters Score -4368754 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -4369780.500000 Penalty: 3467.939209
	Iteration 5Q: 3 clusters Score -4369780 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -4371355.000000 Penalty: 3467.939209
	Iteration 6F: 3 clusters Score -4371355 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -4373445.500000 Penalty: 3467.939209
	Iteration 7F: 3 clusters Score -4373446 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -4375845.500000 Penalty: 3467.939209
	Iteration 8F: 3 clusters Score -4375846 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -4377901.000000 Penalty: 3467.939209
	Iteration 9F: 3 clusters Score -4377901 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -4379507.000000 Penalty: 3467.939209
	Iteration 10Q: 3 clusters Score -4379507 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -4380624.000000 Penalty: 3467.939209
	Iteration 11Q: 3 clusters Score -4380624 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -4381384.500000 Penalty: 3467.939209
	Iteration 12Q: 3 clusters Score -4381384 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -4381873.000000 Penalty: 3467.939209
	Iteration 13Q: 3 clusters Score -4381873 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -4382217.000000 Penalty: 3467.939209
	Iteration 14Q: 3 clusters Score -4382217 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -4382465.500000 Penalty: 3467.939209
	Iteration 15Q: 3 clusters Score -4382466 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -4382621.500000 Penalty: 3467.939209
	Iteration 16Q: 3 clusters Score -4382622 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -4382752.000000 Penalty: 3467.939209
	Iteration 17Q: 3 clusters Score -4382752 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -4382857.000000 Penalty: 3467.939209
	Iteration 18Q: 3 clusters Score -4382857 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -4382934.500000 Penalty: 3467.939209
	Iteration 19Q: 3 clusters Score -4382934 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -4382994.500000 Penalty: 3467.939209
	Iteration 20F: 3 clusters Score -4382994 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -4383025.000000 Penalty: 3467.939209
	Iteration 21Q: 3 clusters Score -4383025 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -4383051.500000 Penalty: 3467.939209
	Iteration 22Q: 3 clusters Score -4383052 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -4383076.000000 Penalty: 3467.939209
	Iteration 23Q: 3 clusters Score -4383076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -4383085.500000 Penalty: 3467.939209
	Iteration 24Q: 3 clusters Score -4383086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -4383095.000000 Penalty: 3467.939209
	Iteration 25Q: 3 clusters Score -4383095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -4383097.000000 Penalty: 3467.939209
	Iteration 26Q: 3 clusters Score -4383097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -4383101.000000 Penalty: 3467.939209
	Iteration 27Q: 3 clusters Score -4383101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -4383104.500000 Penalty: 3467.939209
	Iteration 28Q: 3 clusters Score -4383104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -4383103.000000 Penalty: 3467.939209
	Iteration 29Q: 3 clusters Score -4383103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -4383112.000000 Penalty: 3467.939209
	Iteration 30Q: 3 clusters Score -4383112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -4383118.500000 Penalty: 3467.939209
	Iteration 31Q: 3 clusters Score -4383118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -4383120.000000 Penalty: 3467.939209
	Iteration 32Q: 3 clusters Score -4383120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -4383122.500000 Penalty: 3467.939209
	Iteration 33Q: 3 clusters Score -4383122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -4383125.000000 Penalty: 3467.939209
	Iteration 34Q: 3 clusters Score -4383125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -4383129.000000 Penalty: 3467.939209
	Iteration 35Q: 3 clusters Score -4383129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -4383126.000000 Penalty: 3467.939209
	Iteration 36Q: 3 clusters Score -4383126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -4383131.500000 Penalty: 3467.939209
	Iteration 37Q: 3 clusters Score -4383132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -4383137.000000 Penalty: 3467.939209
	Iteration 38Q: 3 clusters Score -4383137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -4383135.500000 Penalty: 3467.939209
	Iteration 39Q: 3 clusters Score -4383136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -4383132.500000 Penalty: 3467.939209
	Iteration 40F: 3 clusters Score -4383132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -4383128.500000 Penalty: 3467.939209
	Iteration 41Q: 3 clusters Score -4383128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -4383134.500000 Penalty: 3467.939209
	Iteration 42Q: 3 clusters Score -4383134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -4383134.000000 Penalty: 3467.939209
	Iteration 43Q: 3 clusters Score -4383134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -4383138.500000 Penalty: 3467.939209
	Iteration 44Q: 3 clusters Score -4383138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -4383143.500000 Penalty: 3467.939209
	Iteration 45Q: 3 clusters Score -4383144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -4383143.500000 Penalty: 3467.939209
	Iteration 46F: 3 clusters Score -4383144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Entering Unmasked Estep 
Score: -262235.468750 Penalty: 1271.602417
	Iteration 0F: 2 clusters Score -262235.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -259786.281250 Penalty: 2543.204834
	Iteration 0F: 3 clusters Score -259786.3 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -260349.796875 Penalty: 2543.204834
	Iteration 1F: 3 clusters Score -260349.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -260459.625000 Penalty: 2543.204834
	Iteration 2F: 3 clusters Score -260459.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -260513.968750 Penalty: 2543.204834
	Iteration 3Q: 3 clusters Score -260514 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -260547.531250 Penalty: 2543.204834
	Iteration 4Q: 3 clusters Score -260547.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -260570.109375 Penalty: 2543.204834
	Iteration 5Q: 3 clusters Score -260570.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -260584.218750 Penalty: 2543.204834
	Iteration 6Q: 3 clusters Score -260584.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -260595.656250 Penalty: 2543.204834
	Iteration 7Q: 3 clusters Score -260595.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -260602.546875 Penalty: 2543.204834
	Iteration 8Q: 3 clusters Score -260602.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -260608.343750 Penalty: 2543.204834
	Iteration 9Q: 3 clusters Score -260608.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -260612.593750 Penalty: 2543.204834
	Iteration 10Q: 3 clusters Score -260612.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -260618.562500 Penalty: 2543.204834
	Iteration 11Q: 3 clusters Score -260618.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -260622.171875 Penalty: 2543.204834
	Iteration 12Q: 3 clusters Score -260622.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -260625.703125 Penalty: 2543.204834
	Iteration 13Q: 3 clusters Score -260625.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -260627.859375 Penalty: 2543.204834
	Iteration 14Q: 3 clusters Score -260627.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -260629.859375 Penalty: 2543.204834
	Iteration 15Q: 3 clusters Score -260629.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -260630.625000 Penalty: 2543.204834
	Iteration 16Q: 3 clusters Score -260630.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -260630.953125 Penalty: 2543.204834
	Iteration 17Q: 3 clusters Score -260631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -260630.953125 Penalty: 2543.204834
	Iteration 18F: 3 clusters Score -260631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Entering Unmasked Estep 
Score: -1257293.250000 Penalty: 1528.553467
	Iteration 0F: 2 clusters Score -1257293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1248731.625000 Penalty: 3057.106934
	Iteration 0F: 3 clusters Score -1248732 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1251670.375000 Penalty: 3057.106934
	Iteration 1F: 3 clusters Score -1251670 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1251965.000000 Penalty: 3057.106934
	Iteration 2F: 3 clusters Score -1251965 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1252221.250000 Penalty: 3057.106934
	Iteration 3Q: 3 clusters Score -1252221 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1252428.125000 Penalty: 3057.106934
	Iteration 4Q: 3 clusters Score -1252428 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1252611.000000 Penalty: 3057.106934
	Iteration 5Q: 3 clusters Score -1252611 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1252797.500000 Penalty: 3057.106934
	Iteration 6Q: 3 clusters Score -1252798 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1252959.000000 Penalty: 3057.106934
	Iteration 7Q: 3 clusters Score -1252959 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1253165.125000 Penalty: 3057.106934
	Iteration 8Q: 3 clusters Score -1253165 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1253427.000000 Penalty: 3057.106934
	Iteration 9Q: 3 clusters Score -1253427 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1253713.875000 Penalty: 3057.106934
	Iteration 10Q: 3 clusters Score -1253714 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1254033.125000 Penalty: 3057.106934
	Iteration 11Q: 3 clusters Score -1254033 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1254389.125000 Penalty: 3057.106934
	Iteration 12Q: 3 clusters Score -1254389 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1254666.500000 Penalty: 3057.106934
	Iteration 13Q: 3 clusters Score -1254666 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1254841.125000 Penalty: 3057.106934
	Iteration 14Q: 3 clusters Score -1254841 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1254982.250000 Penalty: 3057.106934
	Iteration 15Q: 3 clusters Score -1254982 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1255101.625000 Penalty: 3057.106934
	Iteration 16Q: 3 clusters Score -1255102 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1255198.500000 Penalty: 3057.106934
	Iteration 17Q: 3 clusters Score -1255198 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1255265.000000 Penalty: 3057.106934
	Iteration 18Q: 3 clusters Score -1255265 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1255332.000000 Penalty: 3057.106934
	Iteration 19Q: 3 clusters Score -1255332 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1255392.500000 Penalty: 3057.106934
	Iteration 20F: 3 clusters Score -1255392 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1255451.250000 Penalty: 3057.106934
	Iteration 21Q: 3 clusters Score -1255451 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1255511.500000 Penalty: 3057.106934
	Iteration 22Q: 3 clusters Score -1255512 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1255570.500000 Penalty: 3057.106934
	Iteration 23Q: 3 clusters Score -1255570 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1255636.125000 Penalty: 3057.106934
	Iteration 24Q: 3 clusters Score -1255636 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1255679.500000 Penalty: 3057.106934
	Iteration 25Q: 3 clusters Score -1255680 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1255718.250000 Penalty: 3057.106934
	Iteration 26Q: 3 clusters Score -1255718 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1255748.125000 Penalty: 3057.106934
	Iteration 27Q: 3 clusters Score -1255748 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1255778.375000 Penalty: 3057.106934
	Iteration 28Q: 3 clusters Score -1255778 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1255807.750000 Penalty: 3057.106934
	Iteration 29Q: 3 clusters Score -1255808 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1255839.750000 Penalty: 3057.106934
	Iteration 30Q: 3 clusters Score -1255840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1255862.750000 Penalty: 3057.106934
	Iteration 31Q: 3 clusters Score -1255863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1255882.125000 Penalty: 3057.106934
	Iteration 32Q: 3 clusters Score -1255882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1255896.000000 Penalty: 3057.106934
	Iteration 33Q: 3 clusters Score -1255896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1255911.750000 Penalty: 3057.106934
	Iteration 34Q: 3 clusters Score -1255912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1255924.250000 Penalty: 3057.106934
	Iteration 35Q: 3 clusters Score -1255924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1255935.000000 Penalty: 3057.106934
	Iteration 36Q: 3 clusters Score -1255935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1255942.250000 Penalty: 3057.106934
	Iteration 37Q: 3 clusters Score -1255942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1255945.375000 Penalty: 3057.106934
	Iteration 38Q: 3 clusters Score -1255945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1255949.000000 Penalty: 3057.106934
	Iteration 39Q: 3 clusters Score -1255949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1255953.875000 Penalty: 3057.106934
	Iteration 40F: 3 clusters Score -1255954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1255959.750000 Penalty: 3057.106934
	Iteration 41Q: 3 clusters Score -1255960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1255963.750000 Penalty: 3057.106934
	Iteration 42Q: 3 clusters Score -1255964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1255965.750000 Penalty: 3057.106934
	Iteration 43Q: 3 clusters Score -1255966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1255971.000000 Penalty: 3057.106934
	Iteration 44Q: 3 clusters Score -1255971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1255975.500000 Penalty: 3057.106934
	Iteration 45Q: 3 clusters Score -1255976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1255978.000000 Penalty: 3057.106934
	Iteration 46Q: 3 clusters Score -1255978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1255977.875000 Penalty: 3057.106934
	Iteration 47Q: 3 clusters Score -1255978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1255979.250000 Penalty: 3057.106934
	Iteration 48Q: 3 clusters Score -1255979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1255979.250000 Penalty: 3057.106934
	Iteration 49Q: 3 clusters Score -1255979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1255983.375000 Penalty: 3057.106934
	Iteration 50Q: 3 clusters Score -1255983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1255986.375000 Penalty: 3057.106934
	Iteration 51Q: 3 clusters Score -1255986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1255986.375000 Penalty: 3057.106934
	Iteration 52F: 3 clusters Score -1255986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (53666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Entering Unmasked Estep 
Score: -5464961.000000 Penalty: 1769.712036
	Iteration 0F: 2 clusters Score -5464961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -5429108.500000 Penalty: 3539.424072
	Iteration 0F: 3 clusters Score -5429108 nChanged 25297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -5443450.500000 Penalty: 3539.424072
	Iteration 1F: 3 clusters Score -5443450 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -5444046.500000 Penalty: 3539.424072
	Iteration 2Q: 3 clusters Score -5444046 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -5444732.500000 Penalty: 3539.424072
	Iteration 3Q: 3 clusters Score -5444732 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -5445680.500000 Penalty: 3539.424072
	Iteration 4Q: 3 clusters Score -5445680 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -5446984.000000 Penalty: 3539.424072
	Iteration 5Q: 3 clusters Score -5446984 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -5448649.500000 Penalty: 3539.424072
	Iteration 6F: 3 clusters Score -5448650 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -5450464.500000 Penalty: 3539.424072
	Iteration 7F: 3 clusters Score -5450464 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -5452307.500000 Penalty: 3539.424072
	Iteration 8F: 3 clusters Score -5452308 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -5454055.500000 Penalty: 3539.424072
	Iteration 9F: 3 clusters Score -5454056 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -5455273.500000 Penalty: 3539.424072
	Iteration 10Q: 3 clusters Score -5455274 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -5456116.500000 Penalty: 3539.424072
	Iteration 11Q: 3 clusters Score -5456116 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -5456590.500000 Penalty: 3539.424072
	Iteration 12Q: 3 clusters Score -5456590 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -5456905.500000 Penalty: 3539.424072
	Iteration 13Q: 3 clusters Score -5456906 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -5457130.000000 Penalty: 3539.424072
	Iteration 14Q: 3 clusters Score -5457130 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -5457324.500000 Penalty: 3539.424072
	Iteration 15Q: 3 clusters Score -5457324 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -5457517.500000 Penalty: 3539.424072
	Iteration 16Q: 3 clusters Score -5457518 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -5457723.000000 Penalty: 3539.424072
	Iteration 17Q: 3 clusters Score -5457723 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -5458001.000000 Penalty: 3539.424072
	Iteration 18Q: 3 clusters Score -5458001 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -5458290.000000 Penalty: 3539.424072
	Iteration 19Q: 3 clusters Score -5458290 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -5458638.500000 Penalty: 3539.424072
	Iteration 20F: 3 clusters Score -5458638 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -5458994.500000 Penalty: 3539.424072
	Iteration 21Q: 3 clusters Score -5458994 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -5459443.000000 Penalty: 3539.424072
	Iteration 22Q: 3 clusters Score -5459443 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -5459872.000000 Penalty: 3539.424072
	Iteration 23Q: 3 clusters Score -5459872 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -5460336.500000 Penalty: 3539.424072
	Iteration 24Q: 3 clusters Score -5460336 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
Score: -5460793.000000 Penalty: 3539.424072
	Iteration 25Q: 3 clusters Score -5460793 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -5461235.500000 Penalty: 3539.424072
	Iteration 26Q: 3 clusters Score -5461236 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -5461635.000000 Penalty: 3539.424072
	Iteration 27Q: 3 clusters Score -5461635 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -5461990.000000 Penalty: 3539.424072
	Iteration 28Q: 3 clusters Score -5461990 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -5462295.500000 Penalty: 3539.424072
	Iteration 29Q: 3 clusters Score -5462296 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -5462526.000000 Penalty: 3539.424072
	Iteration 30Q: 3 clusters Score -5462526 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -5462737.000000 Penalty: 3539.424072
	Iteration 31Q: 3 clusters Score -5462737 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -5462913.000000 Penalty: 3539.424072
	Iteration 32Q: 3 clusters Score -5462913 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -5463032.500000 Penalty: 3539.424072
	Iteration 33Q: 3 clusters Score -5463032 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -5463137.000000 Penalty: 3539.424072
	Iteration 34Q: 3 clusters Score -5463137 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 52800 members 
Entering Unmasked Estep 
Score: -5463206.000000 Penalty: 3539.424072
	Iteration 35Q: 3 clusters Score -5463206 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -5463258.000000 Penalty: 3539.424072
	Iteration 36Q: 3 clusters Score -5463258 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 52963 members 
Entering Unmasked Estep 
Score: -5463295.500000 Penalty: 3539.424072
	Iteration 37Q: 3 clusters Score -5463296 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -5463335.000000 Penalty: 3539.424072
	Iteration 38Q: 3 clusters Score -5463335 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -5463361.500000 Penalty: 3539.424072
	Iteration 39Q: 3 clusters Score -5463362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 53099 members 
Entering Unmasked Estep 
Score: -5463382.000000 Penalty: 3539.424072
	Iteration 40F: 3 clusters Score -5463382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -5463401.000000 Penalty: 3539.424072
	Iteration 41Q: 3 clusters Score -5463401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -5463414.000000 Penalty: 3539.424072
	Iteration 42Q: 3 clusters Score -5463414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -5463430.000000 Penalty: 3539.424072
	Iteration 43Q: 3 clusters Score -5463430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -5463438.500000 Penalty: 3539.424072
	Iteration 44Q: 3 clusters Score -5463438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 53184 members 
Entering Unmasked Estep 
Score: -5463456.500000 Penalty: 3539.424072
	Iteration 45Q: 3 clusters Score -5463456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -5463466.500000 Penalty: 3539.424072
	Iteration 46Q: 3 clusters Score -5463466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 53209 members 
Entering Unmasked Estep 
Score: -5463478.000000 Penalty: 3539.424072
	Iteration 47Q: 3 clusters Score -5463478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -5463492.500000 Penalty: 3539.424072
	Iteration 48Q: 3 clusters Score -5463492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 53225 members 
Entering Unmasked Estep 
Score: -5463489.000000 Penalty: 3539.424072
	Iteration 49Q: 3 clusters Score -5463489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -5463486.500000 Penalty: 3539.424072
	Iteration 50Q: 3 clusters Score -5463486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -5463493.000000 Penalty: 3539.424072
	Iteration 51Q: 3 clusters Score -5463493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 53234 members 
Entering Unmasked Estep 
Score: -5463495.000000 Penalty: 3539.424072
	Iteration 52Q: 3 clusters Score -5463495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -5463491.500000 Penalty: 3539.424072
	Iteration 53Q: 3 clusters Score -5463492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 53240 members 
Entering Unmasked Estep 
Score: -5463495.500000 Penalty: 3539.424072
	Iteration 54Q: 3 clusters Score -5463496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -5463499.000000 Penalty: 3539.424072
	Iteration 55Q: 3 clusters Score -5463499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -5463499.000000 Penalty: 3539.424072
	Iteration 56F: 3 clusters Score -5463499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Entering Unmasked Estep 
Score: -5005689.500000 Penalty: 1752.104248
	Iteration 0F: 2 clusters Score -5005690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -4973441.000000 Penalty: 3504.208496
	Iteration 0F: 3 clusters Score -4973441 nChanged 22578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -4986165.500000 Penalty: 3504.208496
	Iteration 1F: 3 clusters Score -4986166 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -4986481.500000 Penalty: 3504.208496
	Iteration 2Q: 3 clusters Score -4986482 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -4986795.000000 Penalty: 3504.208496
	Iteration 3Q: 3 clusters Score -4986795 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -4987084.000000 Penalty: 3504.208496
	Iteration 4Q: 3 clusters Score -4987084 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -4987375.500000 Penalty: 3504.208496
	Iteration 5Q: 3 clusters Score -4987376 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -4987645.500000 Penalty: 3504.208496
	Iteration 6Q: 3 clusters Score -4987646 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -4988039.000000 Penalty: 3504.208496
	Iteration 7Q: 3 clusters Score -4988039 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -4988634.000000 Penalty: 3504.208496
	Iteration 8Q: 3 clusters Score -4988634 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -4989547.500000 Penalty: 3504.208496
	Iteration 9Q: 3 clusters Score -4989548 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -4991167.000000 Penalty: 3504.208496
	Iteration 10Q: 3 clusters Score -4991167 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -4993538.500000 Penalty: 3504.208496
	Iteration 11F: 3 clusters Score -4993538 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -4996200.000000 Penalty: 3504.208496
	Iteration 12F: 3 clusters Score -4996200 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -4998234.500000 Penalty: 3504.208496
	Iteration 13Q: 3 clusters Score -4998234 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -4999438.000000 Penalty: 3504.208496
	Iteration 14Q: 3 clusters Score -4999438 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -5000105.000000 Penalty: 3504.208496
	Iteration 15Q: 3 clusters Score -5000105 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -5000597.500000 Penalty: 3504.208496
	Iteration 16Q: 3 clusters Score -5000598 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -5000972.500000 Penalty: 3504.208496
	Iteration 17Q: 3 clusters Score -5000972 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -5001305.500000 Penalty: 3504.208496
	Iteration 18Q: 3 clusters Score -5001306 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -5001555.000000 Penalty: 3504.208496
	Iteration 19Q: 3 clusters Score -5001555 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -5001800.000000 Penalty: 3504.208496
	Iteration 20F: 3 clusters Score -5001800 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -5002000.500000 Penalty: 3504.208496
	Iteration 21Q: 3 clusters Score -5002000 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -5002205.000000 Penalty: 3504.208496
	Iteration 22Q: 3 clusters Score -5002205 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -5002359.000000 Penalty: 3504.208496
	Iteration 23Q: 3 clusters Score -5002359 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -5002510.000000 Penalty: 3504.208496
	Iteration 24Q: 3 clusters Score -5002510 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -5002634.500000 Penalty: 3504.208496
	Iteration 25Q: 3 clusters Score -5002634 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -5002750.000000 Penalty: 3504.208496
	Iteration 26Q: 3 clusters Score -5002750 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -5002863.000000 Penalty: 3504.208496
	Iteration 27Q: 3 clusters Score -5002863 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -5002957.500000 Penalty: 3504.208496
	Iteration 28Q: 3 clusters Score -5002958 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -5003007.500000 Penalty: 3504.208496
	Iteration 29Q: 3 clusters Score -5003008 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -5003084.000000 Penalty: 3504.208496
	Iteration 30Q: 3 clusters Score -5003084 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -5003158.000000 Penalty: 3504.208496
	Iteration 31Q: 3 clusters Score -5003158 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -5003234.500000 Penalty: 3504.208496
	Iteration 32Q: 3 clusters Score -5003234 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -5003276.500000 Penalty: 3504.208496
	Iteration 33Q: 3 clusters Score -5003276 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -5003318.000000 Penalty: 3504.208496
	Iteration 34Q: 3 clusters Score -5003318 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -5003376.500000 Penalty: 3504.208496
	Iteration 35Q: 3 clusters Score -5003376 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -5003424.000000 Penalty: 3504.208496
	Iteration 36Q: 3 clusters Score -5003424 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -5003457.500000 Penalty: 3504.208496
	Iteration 37Q: 3 clusters Score -5003458 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -5003505.000000 Penalty: 3504.208496
	Iteration 38Q: 3 clusters Score -5003505 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -5003544.000000 Penalty: 3504.208496
	Iteration 39Q: 3 clusters Score -5003544 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -5003567.000000 Penalty: 3504.208496
	Iteration 40F: 3 clusters Score -5003567 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -5003601.500000 Penalty: 3504.208496
	Iteration 41Q: 3 clusters Score -5003602 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -5003616.000000 Penalty: 3504.208496
	Iteration 42Q: 3 clusters Score -5003616 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -5003638.500000 Penalty: 3504.208496
	Iteration 43Q: 3 clusters Score -5003638 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -5003667.000000 Penalty: 3504.208496
	Iteration 44Q: 3 clusters Score -5003667 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -5003679.500000 Penalty: 3504.208496
	Iteration 45Q: 3 clusters Score -5003680 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -5003710.500000 Penalty: 3504.208496
	Iteration 46Q: 3 clusters Score -5003710 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -5003711.500000 Penalty: 3504.208496
	Iteration 47Q: 3 clusters Score -5003712 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -5003729.500000 Penalty: 3504.208496
	Iteration 48Q: 3 clusters Score -5003730 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -5003764.500000 Penalty: 3504.208496
	Iteration 49Q: 3 clusters Score -5003764 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -5003783.000000 Penalty: 3504.208496
	Iteration 50Q: 3 clusters Score -5003783 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -5003800.500000 Penalty: 3504.208496
	Iteration 51Q: 3 clusters Score -5003800 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -5003820.000000 Penalty: 3504.208496
	Iteration 52Q: 3 clusters Score -5003820 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -5003838.500000 Penalty: 3504.208496
	Iteration 53Q: 3 clusters Score -5003838 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -5003866.000000 Penalty: 3504.208496
	Iteration 54Q: 3 clusters Score -5003866 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -5003890.000000 Penalty: 3504.208496
	Iteration 55Q: 3 clusters Score -5003890 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -5003911.500000 Penalty: 3504.208496
	Iteration 56Q: 3 clusters Score -5003912 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -5003917.000000 Penalty: 3504.208496
	Iteration 57Q: 3 clusters Score -5003917 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -5003942.000000 Penalty: 3504.208496
	Iteration 58Q: 3 clusters Score -5003942 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -5003958.500000 Penalty: 3504.208496
	Iteration 59Q: 3 clusters Score -5003958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -5003971.500000 Penalty: 3504.208496
	Iteration 60F: 3 clusters Score -5003972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -5003982.500000 Penalty: 3504.208496
	Iteration 61Q: 3 clusters Score -5003982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -5004002.500000 Penalty: 3504.208496
	Iteration 62Q: 3 clusters Score -5004002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -5004021.500000 Penalty: 3504.208496
	Iteration 63Q: 3 clusters Score -5004022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -5004036.000000 Penalty: 3504.208496
	Iteration 64Q: 3 clusters Score -5004036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -5004036.500000 Penalty: 3504.208496
	Iteration 65Q: 3 clusters Score -5004036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -5004051.500000 Penalty: 3504.208496
	Iteration 66Q: 3 clusters Score -5004052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -5004063.500000 Penalty: 3504.208496
	Iteration 67Q: 3 clusters Score -5004064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -5004078.500000 Penalty: 3504.208496
	Iteration 68Q: 3 clusters Score -5004078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -5004090.500000 Penalty: 3504.208496
	Iteration 69Q: 3 clusters Score -5004090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -5004095.000000 Penalty: 3504.208496
	Iteration 70Q: 3 clusters Score -5004095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -5004103.000000 Penalty: 3504.208496
	Iteration 71Q: 3 clusters Score -5004103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -5004120.000000 Penalty: 3504.208496
	Iteration 72Q: 3 clusters Score -5004120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -5004124.000000 Penalty: 3504.208496
	Iteration 73Q: 3 clusters Score -5004124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -5004133.500000 Penalty: 3504.208496
	Iteration 74Q: 3 clusters Score -5004134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -5004140.500000 Penalty: 3504.208496
	Iteration 75Q: 3 clusters Score -5004140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -5004154.000000 Penalty: 3504.208496
	Iteration 76Q: 3 clusters Score -5004154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -5004163.500000 Penalty: 3504.208496
	Iteration 77Q: 3 clusters Score -5004164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -5004168.500000 Penalty: 3504.208496
	Iteration 78Q: 3 clusters Score -5004168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -5004163.500000 Penalty: 3504.208496
	Iteration 79Q: 3 clusters Score -5004164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -5004172.500000 Penalty: 3504.208496
	Iteration 80F: 3 clusters Score -5004172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -5004177.000000 Penalty: 3504.208496
	Iteration 81Q: 3 clusters Score -5004177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -5004178.500000 Penalty: 3504.208496
	Iteration 82Q: 3 clusters Score -5004178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -5004181.500000 Penalty: 3504.208496
	Iteration 83Q: 3 clusters Score -5004182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -5004177.000000 Penalty: 3504.208496
	Iteration 84Q: 3 clusters Score -5004177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -5004184.000000 Penalty: 3504.208496
	Iteration 85Q: 3 clusters Score -5004184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -5004182.500000 Penalty: 3504.208496
	Iteration 86Q: 3 clusters Score -5004182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -5004184.500000 Penalty: 3504.208496
	Iteration 87Q: 3 clusters Score -5004184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -5004183.500000 Penalty: 3504.208496
	Iteration 88Q: 3 clusters Score -5004184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -5004180.000000 Penalty: 3504.208496
	Iteration 89Q: 3 clusters Score -5004180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -5004181.000000 Penalty: 3504.208496
	Iteration 90Q: 3 clusters Score -5004181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -5004180.000000 Penalty: 3504.208496
	Iteration 91Q: 3 clusters Score -5004180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -5004180.000000 Penalty: 3504.208496
	Iteration 92Q: 3 clusters Score -5004180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -5004182.500000 Penalty: 3504.208496
	Iteration 93Q: 3 clusters Score -5004182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -5004182.500000 Penalty: 3504.208496
	Iteration 94F: 3 clusters Score -5004182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (75957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75957 members 
Entering Unmasked Estep 
Score: -7702704.500000 Penalty: 1826.162476
	Iteration 0F: 2 clusters Score -7702704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -7651916.500000 Penalty: 3652.324951
	Iteration 0F: 3 clusters Score -7651916 nChanged 36102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -7672622.500000 Penalty: 3652.324951
	Iteration 1F: 3 clusters Score -7672622 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -7673380.500000 Penalty: 3652.324951
	Iteration 2Q: 3 clusters Score -7673380 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -7674322.500000 Penalty: 3652.324951
	Iteration 3Q: 3 clusters Score -7674322 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -7675755.500000 Penalty: 3652.324951
	Iteration 4Q: 3 clusters Score -7675756 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -7677926.000000 Penalty: 3652.324951
	Iteration 5F: 3 clusters Score -7677926 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -7681218.000000 Penalty: 3652.324951
	Iteration 6F: 3 clusters Score -7681218 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -7685381.500000 Penalty: 3652.324951
	Iteration 7F: 3 clusters Score -7685382 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -7689824.500000 Penalty: 3652.324951
	Iteration 8F: 3 clusters Score -7689824 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 58171 members 
Entering Unmasked Estep 
Score: -7693385.000000 Penalty: 3652.324951
	Iteration 9F: 3 clusters Score -7693385 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -7695124.000000 Penalty: 3652.324951
	Iteration 10Q: 3 clusters Score -7695124 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 61187 members 
Entering Unmasked Estep 
Score: -7695905.500000 Penalty: 3652.324951
	Iteration 11Q: 3 clusters Score -7695906 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 62401 members 
Entering Unmasked Estep 
Score: -7696445.500000 Penalty: 3652.324951
	Iteration 12Q: 3 clusters Score -7696446 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 63523 members 
Entering Unmasked Estep 
Score: -7696929.500000 Penalty: 3652.324951
	Iteration 13Q: 3 clusters Score -7696930 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -7697348.500000 Penalty: 3652.324951
	Iteration 14Q: 3 clusters Score -7697348 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 65634 members 
Entering Unmasked Estep 
Score: -7697735.000000 Penalty: 3652.324951
	Iteration 15Q: 3 clusters Score -7697735 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -7698083.000000 Penalty: 3652.324951
	Iteration 16Q: 3 clusters Score -7698083 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 67497 members 
Entering Unmasked Estep 
Score: -7698428.000000 Penalty: 3652.324951
	Iteration 17Q: 3 clusters Score -7698428 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 68332 members 
Entering Unmasked Estep 
Score: -7698748.500000 Penalty: 3652.324951
	Iteration 18Q: 3 clusters Score -7698748 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -7699105.000000 Penalty: 3652.324951
	Iteration 19Q: 3 clusters Score -7699105 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -7699382.000000 Penalty: 3652.324951
	Iteration 20F: 3 clusters Score -7699382 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 70553 members 
Entering Unmasked Estep 
Score: -7699673.000000 Penalty: 3652.324951
	Iteration 21Q: 3 clusters Score -7699673 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 71149 members 
Entering Unmasked Estep 
Score: -7699959.500000 Penalty: 3652.324951
	Iteration 22Q: 3 clusters Score -7699960 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 71705 members 
Entering Unmasked Estep 
Score: -7700155.500000 Penalty: 3652.324951
	Iteration 23Q: 3 clusters Score -7700156 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 72161 members 
Entering Unmasked Estep 
Score: -7700337.000000 Penalty: 3652.324951
	Iteration 24Q: 3 clusters Score -7700337 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 72576 members 
Entering Unmasked Estep 
Score: -7700502.500000 Penalty: 3652.324951
	Iteration 25Q: 3 clusters Score -7700502 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 72942 members 
Entering Unmasked Estep 
Score: -7700624.500000 Penalty: 3652.324951
	Iteration 26Q: 3 clusters Score -7700624 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 73286 members 
Entering Unmasked Estep 
Score: -7700754.500000 Penalty: 3652.324951
	Iteration 27Q: 3 clusters Score -7700754 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 73597 members 
Entering Unmasked Estep 
Score: -7700862.500000 Penalty: 3652.324951
	Iteration 28Q: 3 clusters Score -7700862 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 73857 members 
Entering Unmasked Estep 
Score: -7700963.000000 Penalty: 3652.324951
	Iteration 29Q: 3 clusters Score -7700963 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 74063 members 
Entering Unmasked Estep 
Score: -7701021.500000 Penalty: 3652.324951
	Iteration 30Q: 3 clusters Score -7701022 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 74225 members 
Entering Unmasked Estep 
Score: -7701085.500000 Penalty: 3652.324951
	Iteration 31Q: 3 clusters Score -7701086 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 74363 members 
Entering Unmasked Estep 
Score: -7701106.500000 Penalty: 3652.324951
	Iteration 32Q: 3 clusters Score -7701106 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -7701169.500000 Penalty: 3652.324951
	Iteration 33Q: 3 clusters Score -7701170 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 74580 members 
Entering Unmasked Estep 
Score: -7701230.000000 Penalty: 3652.324951
	Iteration 34Q: 3 clusters Score -7701230 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 74654 members 
Entering Unmasked Estep 
Score: -7701256.000000 Penalty: 3652.324951
	Iteration 35Q: 3 clusters Score -7701256 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 74713 members 
Entering Unmasked Estep 
Score: -7701280.000000 Penalty: 3652.324951
	Iteration 36Q: 3 clusters Score -7701280 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 74781 members 
Entering Unmasked Estep 
Score: -7701300.500000 Penalty: 3652.324951
	Iteration 37Q: 3 clusters Score -7701300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 74829 members 
Entering Unmasked Estep 
Score: -7701315.500000 Penalty: 3652.324951
	Iteration 38Q: 3 clusters Score -7701316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 74869 members 
Entering Unmasked Estep 
Score: -7701318.000000 Penalty: 3652.324951
	Iteration 39Q: 3 clusters Score -7701318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 74897 members 
Entering Unmasked Estep 
Score: -7701324.500000 Penalty: 3652.324951
	Iteration 40F: 3 clusters Score -7701324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 74921 members 
Entering Unmasked Estep 
Score: -7701330.000000 Penalty: 3652.324951
	Iteration 41Q: 3 clusters Score -7701330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 74942 members 
Entering Unmasked Estep 
Score: -7701331.000000 Penalty: 3652.324951
	Iteration 42Q: 3 clusters Score -7701331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 74961 members 
Entering Unmasked Estep 
Score: -7701339.500000 Penalty: 3652.324951
	Iteration 43Q: 3 clusters Score -7701340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 74972 members 
Entering Unmasked Estep 
Score: -7701334.500000 Penalty: 3652.324951
	Iteration 44Q: 3 clusters Score -7701334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 74985 members 
Entering Unmasked Estep 
Score: -7701339.000000 Penalty: 3652.324951
	Iteration 45Q: 3 clusters Score -7701339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 74990 members 
Entering Unmasked Estep 
Score: -7701340.500000 Penalty: 3652.324951
	Iteration 46Q: 3 clusters Score -7701340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -7701342.000000 Penalty: 3652.324951
	Iteration 47Q: 3 clusters Score -7701342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 75006 members 
Entering Unmasked Estep 
Score: -7701354.500000 Penalty: 3652.324951
	Iteration 48Q: 3 clusters Score -7701354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 75011 members 
Entering Unmasked Estep 
Score: -7701356.500000 Penalty: 3652.324951
	Iteration 49Q: 3 clusters Score -7701356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 75017 members 
Entering Unmasked Estep 
Score: -7701355.000000 Penalty: 3652.324951
	Iteration 50Q: 3 clusters Score -7701355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 75027 members 
Entering Unmasked Estep 
Score: -7701343.500000 Penalty: 3652.324951
	Iteration 51Q: 3 clusters Score -7701344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 75039 members 
Entering Unmasked Estep 
Score: -7701352.500000 Penalty: 3652.324951
	Iteration 52Q: 3 clusters Score -7701352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 75044 members 
Entering Unmasked Estep 
Score: -7701359.000000 Penalty: 3652.324951
	Iteration 53Q: 3 clusters Score -7701359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 75050 members 
Entering Unmasked Estep 
Score: -7701366.000000 Penalty: 3652.324951
	Iteration 54Q: 3 clusters Score -7701366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 75053 members 
Entering Unmasked Estep 
Score: -7701363.000000 Penalty: 3652.324951
	Iteration 55Q: 3 clusters Score -7701363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 75057 members 
Entering Unmasked Estep 
Score: -7701361.000000 Penalty: 3652.324951
	Iteration 56Q: 3 clusters Score -7701361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 75065 members 
Entering Unmasked Estep 
Score: -7701356.000000 Penalty: 3652.324951
	Iteration 57Q: 3 clusters Score -7701356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 75069 members 
Entering Unmasked Estep 
Score: -7701363.000000 Penalty: 3652.324951
	Iteration 58Q: 3 clusters Score -7701363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 75074 members 
Entering Unmasked Estep 
Score: -7701365.500000 Penalty: 3652.324951
	Iteration 59Q: 3 clusters Score -7701366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 75079 members 
Entering Unmasked Estep 
Score: -7701367.500000 Penalty: 3652.324951
	Iteration 60F: 3 clusters Score -7701368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 75086 members 
Entering Unmasked Estep 
Score: -7701379.000000 Penalty: 3652.324951
	Iteration 61Q: 3 clusters Score -7701379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 75090 members 
Entering Unmasked Estep 
Score: -7701383.500000 Penalty: 3652.324951
	Iteration 62Q: 3 clusters Score -7701384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 75094 members 
Entering Unmasked Estep 
Score: -7701398.500000 Penalty: 3652.324951
	Iteration 63Q: 3 clusters Score -7701398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 75098 members 
Entering Unmasked Estep 
Score: -7701392.000000 Penalty: 3652.324951
	Iteration 64Q: 3 clusters Score -7701392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 75104 members 
Entering Unmasked Estep 
Score: -7701389.000000 Penalty: 3652.324951
	Iteration 65Q: 3 clusters Score -7701389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 75108 members 
Entering Unmasked Estep 
Score: -7701392.500000 Penalty: 3652.324951
	Iteration 66Q: 3 clusters Score -7701392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 75116 members 
Entering Unmasked Estep 
Score: -7701392.000000 Penalty: 3652.324951
	Iteration 67Q: 3 clusters Score -7701392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 75119 members 
Entering Unmasked Estep 
Score: -7701388.000000 Penalty: 3652.324951
	Iteration 68Q: 3 clusters Score -7701388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 75123 members 
Entering Unmasked Estep 
Score: -7701386.500000 Penalty: 3652.324951
	Iteration 69Q: 3 clusters Score -7701386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 75129 members 
Entering Unmasked Estep 
Score: -7701396.000000 Penalty: 3652.324951
	Iteration 70Q: 3 clusters Score -7701396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 75135 members 
Entering Unmasked Estep 
Score: -7701403.000000 Penalty: 3652.324951
	Iteration 71Q: 3 clusters Score -7701403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 75140 members 
Entering Unmasked Estep 
Score: -7701409.500000 Penalty: 3652.324951
	Iteration 72Q: 3 clusters Score -7701410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 75142 members 
Entering Unmasked Estep 
Score: -7701412.000000 Penalty: 3652.324951
	Iteration 73Q: 3 clusters Score -7701412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -7701412.000000 Penalty: 3652.324951
	Iteration 74Q: 3 clusters Score -7701412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 75145 members 
Entering Unmasked Estep 
Score: -7701406.500000 Penalty: 3652.324951
	Iteration 75Q: 3 clusters Score -7701406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 75147 members 
Entering Unmasked Estep 
Score: -7701407.000000 Penalty: 3652.324951
	Iteration 76Q: 3 clusters Score -7701407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 75147 members 
Entering Unmasked Estep 
Score: -7701409.500000 Penalty: 3652.324951
	Iteration 77Q: 3 clusters Score -7701410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 75149 members 
Entering Unmasked Estep 
Score: -7701404.500000 Penalty: 3652.324951
	Iteration 78Q: 3 clusters Score -7701404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 75151 members 
Entering Unmasked Estep 
Score: -7701410.500000 Penalty: 3652.324951
	Iteration 79Q: 3 clusters Score -7701410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 75152 members 
Entering Unmasked Estep 
Score: -7701406.500000 Penalty: 3652.324951
	Iteration 80F: 3 clusters Score -7701406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 75153 members 
Entering Unmasked Estep 
Score: -7701410.500000 Penalty: 3652.324951
	Iteration 81Q: 3 clusters Score -7701410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 75153 members 
Entering Unmasked Estep 
Score: -7701410.500000 Penalty: 3652.324951
	Iteration 82F: 3 clusters Score -7701410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (200061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200061 members 
Entering Unmasked Estep 
Score: -20467722.000000 Penalty: 1983.536377
	Iteration 0F: 2 clusters Score -2.046772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100150 members 
Mstep: Class 2 contains 99911 members 
Entering Unmasked Estep 
Score: -20351658.000000 Penalty: 3967.072754
	Iteration 0F: 3 clusters Score -2.035166e+07 nChanged 96934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103546 members 
Mstep: Class 2 contains 96515 members 
Entering Unmasked Estep 
Score: -20409022.000000 Penalty: 3967.072754
	Iteration 1F: 3 clusters Score -2.040902e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105320 members 
Mstep: Class 2 contains 94741 members 
Entering Unmasked Estep 
Score: -20410386.000000 Penalty: 3967.072754
	Iteration 2Q: 3 clusters Score -2.041039e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108003 members 
Mstep: Class 2 contains 92058 members 
Entering Unmasked Estep 
Score: -20412418.000000 Penalty: 3967.072754
	Iteration 3Q: 3 clusters Score -2.041242e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111564 members 
Mstep: Class 2 contains 88497 members 
Entering Unmasked Estep 
Score: -20415454.000000 Penalty: 3967.072754
	Iteration 4Q: 3 clusters Score -2.041545e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116391 members 
Mstep: Class 2 contains 83670 members 
Entering Unmasked Estep 
Score: -20420696.000000 Penalty: 3967.072754
	Iteration 5Q: 3 clusters Score -2.04207e+07 nChanged 10981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121908 members 
Mstep: Class 2 contains 78153 members 
Entering Unmasked Estep 
Score: -20428110.000000 Penalty: 3967.072754
	Iteration 6F: 3 clusters Score -2.042811e+07 nChanged 12449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127117 members 
Mstep: Class 2 contains 72944 members 
Entering Unmasked Estep 
Score: -20437942.000000 Penalty: 3967.072754
	Iteration 7F: 3 clusters Score -2.043794e+07 nChanged 13064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130669 members 
Mstep: Class 2 contains 69392 members 
Entering Unmasked Estep 
Score: -20448038.000000 Penalty: 3967.072754
	Iteration 8F: 3 clusters Score -2.044804e+07 nChanged 11311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132196 members 
Mstep: Class 2 contains 67865 members 
Entering Unmasked Estep 
Score: -20454128.000000 Penalty: 3967.072754
	Iteration 9F: 3 clusters Score -2.045413e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132642 members 
Mstep: Class 2 contains 67419 members 
Entering Unmasked Estep 
Score: -20456090.000000 Penalty: 3967.072754
	Iteration 10Q: 3 clusters Score -2.045609e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132627 members 
Mstep: Class 2 contains 67434 members 
Entering Unmasked Estep 
Score: -20456792.000000 Penalty: 3967.072754
	Iteration 11Q: 3 clusters Score -2.045679e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132387 members 
Mstep: Class 2 contains 67674 members 
Entering Unmasked Estep 
Score: -20457212.000000 Penalty: 3967.072754
	Iteration 12Q: 3 clusters Score -2.045721e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131929 members 
Mstep: Class 2 contains 68132 members 
Entering Unmasked Estep 
Score: -20457430.000000 Penalty: 3967.072754
	Iteration 13Q: 3 clusters Score -2.045743e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131436 members 
Mstep: Class 2 contains 68625 members 
Entering Unmasked Estep 
Score: -20457718.000000 Penalty: 3967.072754
	Iteration 14Q: 3 clusters Score -2.045772e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130803 members 
Mstep: Class 2 contains 69258 members 
Entering Unmasked Estep 
Score: -20458038.000000 Penalty: 3967.072754
	Iteration 15Q: 3 clusters Score -2.045804e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130028 members 
Mstep: Class 2 contains 70033 members 
Entering Unmasked Estep 
Score: -20458238.000000 Penalty: 3967.072754
	Iteration 16Q: 3 clusters Score -2.045824e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129176 members 
Mstep: Class 2 contains 70885 members 
Entering Unmasked Estep 
Score: -20458392.000000 Penalty: 3967.072754
	Iteration 17Q: 3 clusters Score -2.045839e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128153 members 
Mstep: Class 2 contains 71908 members 
Entering Unmasked Estep 
Score: -20458554.000000 Penalty: 3967.072754
	Iteration 18Q: 3 clusters Score -2.045855e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127046 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -20458574.000000 Penalty: 3967.072754
	Iteration 19Q: 3 clusters Score -2.045857e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125873 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
Score: -20458638.000000 Penalty: 3967.072754
	Iteration 20F: 3 clusters Score -2.045864e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124536 members 
Mstep: Class 2 contains 75525 members 
Entering Unmasked Estep 
Score: -20458738.000000 Penalty: 3967.072754
	Iteration 21Q: 3 clusters Score -2.045874e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123137 members 
Mstep: Class 2 contains 76924 members 
Entering Unmasked Estep 
Score: -20458776.000000 Penalty: 3967.072754
	Iteration 22Q: 3 clusters Score -2.045878e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121653 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -20458830.000000 Penalty: 3967.072754
	Iteration 23Q: 3 clusters Score -2.045883e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120254 members 
Mstep: Class 2 contains 79807 members 
Entering Unmasked Estep 
Score: -20459098.000000 Penalty: 3967.072754
	Iteration 24Q: 3 clusters Score -2.04591e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118833 members 
Mstep: Class 2 contains 81228 members 
Entering Unmasked Estep 
Score: -20459288.000000 Penalty: 3967.072754
	Iteration 25Q: 3 clusters Score -2.045929e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117417 members 
Mstep: Class 2 contains 82644 members 
Entering Unmasked Estep 
Score: -20459402.000000 Penalty: 3967.072754
	Iteration 26Q: 3 clusters Score -2.04594e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116046 members 
Mstep: Class 2 contains 84015 members 
Entering Unmasked Estep 
Score: -20459490.000000 Penalty: 3967.072754
	Iteration 27Q: 3 clusters Score -2.045949e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114735 members 
Mstep: Class 2 contains 85326 members 
Entering Unmasked Estep 
Score: -20459692.000000 Penalty: 3967.072754
	Iteration 28Q: 3 clusters Score -2.045969e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113467 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -20460074.000000 Penalty: 3967.072754
	Iteration 29Q: 3 clusters Score -2.046007e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112265 members 
Mstep: Class 2 contains 87796 members 
Entering Unmasked Estep 
Score: -20460216.000000 Penalty: 3967.072754
	Iteration 30Q: 3 clusters Score -2.046022e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111101 members 
Mstep: Class 2 contains 88960 members 
Entering Unmasked Estep 
Score: -20460446.000000 Penalty: 3967.072754
	Iteration 31Q: 3 clusters Score -2.046045e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110023 members 
Mstep: Class 2 contains 90038 members 
Entering Unmasked Estep 
Score: -20460536.000000 Penalty: 3967.072754
	Iteration 32Q: 3 clusters Score -2.046054e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109004 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
Score: -20460586.000000 Penalty: 3967.072754
	Iteration 33Q: 3 clusters Score -2.046059e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108059 members 
Mstep: Class 2 contains 92002 members 
Entering Unmasked Estep 
Score: -20460722.000000 Penalty: 3967.072754
	Iteration 34Q: 3 clusters Score -2.046072e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107124 members 
Mstep: Class 2 contains 92937 members 
Entering Unmasked Estep 
Score: -20460938.000000 Penalty: 3967.072754
	Iteration 35Q: 3 clusters Score -2.046094e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106273 members 
Mstep: Class 2 contains 93788 members 
Entering Unmasked Estep 
Score: -20461080.000000 Penalty: 3967.072754
	Iteration 36Q: 3 clusters Score -2.046108e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105466 members 
Mstep: Class 2 contains 94595 members 
Entering Unmasked Estep 
Score: -20461250.000000 Penalty: 3967.072754
	Iteration 37Q: 3 clusters Score -2.046125e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104650 members 
Mstep: Class 2 contains 95411 members 
Entering Unmasked Estep 
Score: -20461312.000000 Penalty: 3967.072754
	Iteration 38Q: 3 clusters Score -2.046131e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103857 members 
Mstep: Class 2 contains 96204 members 
Entering Unmasked Estep 
Score: -20461376.000000 Penalty: 3967.072754
	Iteration 39Q: 3 clusters Score -2.046138e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103079 members 
Mstep: Class 2 contains 96982 members 
Entering Unmasked Estep 
Score: -20461530.000000 Penalty: 3967.072754
	Iteration 40F: 3 clusters Score -2.046153e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102314 members 
Mstep: Class 2 contains 97747 members 
Entering Unmasked Estep 
Score: -20461594.000000 Penalty: 3967.072754
	Iteration 41Q: 3 clusters Score -2.046159e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101618 members 
Mstep: Class 2 contains 98443 members 
Entering Unmasked Estep 
Score: -20461692.000000 Penalty: 3967.072754
	Iteration 42Q: 3 clusters Score -2.046169e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100947 members 
Mstep: Class 2 contains 99114 members 
Entering Unmasked Estep 
Score: -20461812.000000 Penalty: 3967.072754
	Iteration 43Q: 3 clusters Score -2.046181e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100299 members 
Mstep: Class 2 contains 99762 members 
Entering Unmasked Estep 
Score: -20461844.000000 Penalty: 3967.072754
	Iteration 44Q: 3 clusters Score -2.046184e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99635 members 
Mstep: Class 2 contains 100426 members 
Entering Unmasked Estep 
Score: -20461842.000000 Penalty: 3967.072754
	Iteration 45Q: 3 clusters Score -2.046184e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98976 members 
Mstep: Class 2 contains 101085 members 
Entering Unmasked Estep 
Score: -20461840.000000 Penalty: 3967.072754
	Iteration 46Q: 3 clusters Score -2.046184e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98362 members 
Mstep: Class 2 contains 101699 members 
Entering Unmasked Estep 
Score: -20461896.000000 Penalty: 3967.072754
	Iteration 47Q: 3 clusters Score -2.04619e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97760 members 
Mstep: Class 2 contains 102301 members 
Entering Unmasked Estep 
Score: -20461882.000000 Penalty: 3967.072754
	Iteration 48Q: 3 clusters Score -2.046188e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97152 members 
Mstep: Class 2 contains 102909 members 
Entering Unmasked Estep 
Score: -20461996.000000 Penalty: 3967.072754
	Iteration 49Q: 3 clusters Score -2.0462e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96516 members 
Mstep: Class 2 contains 103545 members 
Entering Unmasked Estep 
Score: -20462056.000000 Penalty: 3967.072754
	Iteration 50Q: 3 clusters Score -2.046206e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95860 members 
Mstep: Class 2 contains 104201 members 
Entering Unmasked Estep 
Score: -20462116.000000 Penalty: 3967.072754
	Iteration 51Q: 3 clusters Score -2.046212e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95142 members 
Mstep: Class 2 contains 104919 members 
Entering Unmasked Estep 
Score: -20462208.000000 Penalty: 3967.072754
	Iteration 52Q: 3 clusters Score -2.046221e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94446 members 
Mstep: Class 2 contains 105615 members 
Entering Unmasked Estep 
Score: -20462284.000000 Penalty: 3967.072754
	Iteration 53Q: 3 clusters Score -2.046228e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93740 members 
Mstep: Class 2 contains 106321 members 
Entering Unmasked Estep 
Score: -20462306.000000 Penalty: 3967.072754
	Iteration 54Q: 3 clusters Score -2.046231e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93035 members 
Mstep: Class 2 contains 107026 members 
Entering Unmasked Estep 
Score: -20462396.000000 Penalty: 3967.072754
	Iteration 55Q: 3 clusters Score -2.04624e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92305 members 
Mstep: Class 2 contains 107756 members 
Entering Unmasked Estep 
Score: -20462390.000000 Penalty: 3967.072754
	Iteration 56Q: 3 clusters Score -2.046239e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91527 members 
Mstep: Class 2 contains 108534 members 
Entering Unmasked Estep 
Score: -20462470.000000 Penalty: 3967.072754
	Iteration 57Q: 3 clusters Score -2.046247e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90720 members 
Mstep: Class 2 contains 109341 members 
Entering Unmasked Estep 
Score: -20462538.000000 Penalty: 3967.072754
	Iteration 58Q: 3 clusters Score -2.046254e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89965 members 
Mstep: Class 2 contains 110096 members 
Entering Unmasked Estep 
Score: -20462712.000000 Penalty: 3967.072754
	Iteration 59Q: 3 clusters Score -2.046271e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89171 members 
Mstep: Class 2 contains 110890 members 
Entering Unmasked Estep 
Score: -20462796.000000 Penalty: 3967.072754
	Iteration 60F: 3 clusters Score -2.04628e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88411 members 
Mstep: Class 2 contains 111650 members 
Entering Unmasked Estep 
Score: -20462878.000000 Penalty: 3967.072754
	Iteration 61Q: 3 clusters Score -2.046288e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87621 members 
Mstep: Class 2 contains 112440 members 
Entering Unmasked Estep 
Score: -20463028.000000 Penalty: 3967.072754
	Iteration 62Q: 3 clusters Score -2.046303e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86834 members 
Mstep: Class 2 contains 113227 members 
Entering Unmasked Estep 
Score: -20463172.000000 Penalty: 3967.072754
	Iteration 63Q: 3 clusters Score -2.046317e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86061 members 
Mstep: Class 2 contains 114000 members 
Entering Unmasked Estep 
Score: -20463314.000000 Penalty: 3967.072754
	Iteration 64Q: 3 clusters Score -2.046331e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85220 members 
Mstep: Class 2 contains 114841 members 
Entering Unmasked Estep 
Score: -20463362.000000 Penalty: 3967.072754
	Iteration 65Q: 3 clusters Score -2.046336e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84407 members 
Mstep: Class 2 contains 115654 members 
Entering Unmasked Estep 
Score: -20463498.000000 Penalty: 3967.072754
	Iteration 66Q: 3 clusters Score -2.04635e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83602 members 
Mstep: Class 2 contains 116459 members 
Entering Unmasked Estep 
Score: -20463548.000000 Penalty: 3967.072754
	Iteration 67Q: 3 clusters Score -2.046355e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82752 members 
Mstep: Class 2 contains 117309 members 
Entering Unmasked Estep 
Score: -20463714.000000 Penalty: 3967.072754
	Iteration 68Q: 3 clusters Score -2.046371e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81870 members 
Mstep: Class 2 contains 118191 members 
Entering Unmasked Estep 
Score: -20463784.000000 Penalty: 3967.072754
	Iteration 69Q: 3 clusters Score -2.046378e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80989 members 
Mstep: Class 2 contains 119072 members 
Entering Unmasked Estep 
Score: -20463858.000000 Penalty: 3967.072754
	Iteration 70Q: 3 clusters Score -2.046386e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80136 members 
Mstep: Class 2 contains 119925 members 
Entering Unmasked Estep 
Score: -20463934.000000 Penalty: 3967.072754
	Iteration 71Q: 3 clusters Score -2.046393e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79314 members 
Mstep: Class 2 contains 120747 members 
Entering Unmasked Estep 
Score: -20463946.000000 Penalty: 3967.072754
	Iteration 72Q: 3 clusters Score -2.046395e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78533 members 
Mstep: Class 2 contains 121528 members 
Entering Unmasked Estep 
Score: -20464104.000000 Penalty: 3967.072754
	Iteration 73Q: 3 clusters Score -2.04641e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77734 members 
Mstep: Class 2 contains 122327 members 
Entering Unmasked Estep 
Score: -20464188.000000 Penalty: 3967.072754
	Iteration 74Q: 3 clusters Score -2.046419e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76890 members 
Mstep: Class 2 contains 123171 members 
Entering Unmasked Estep 
Score: -20464268.000000 Penalty: 3967.072754
	Iteration 75Q: 3 clusters Score -2.046427e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76012 members 
Mstep: Class 2 contains 124049 members 
Entering Unmasked Estep 
Score: -20464280.000000 Penalty: 3967.072754
	Iteration 76Q: 3 clusters Score -2.046428e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75101 members 
Mstep: Class 2 contains 124960 members 
Entering Unmasked Estep 
Score: -20464316.000000 Penalty: 3967.072754
	Iteration 77Q: 3 clusters Score -2.046432e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74142 members 
Mstep: Class 2 contains 125919 members 
Entering Unmasked Estep 
Score: -20464344.000000 Penalty: 3967.072754
	Iteration 78Q: 3 clusters Score -2.046434e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73115 members 
Mstep: Class 2 contains 126946 members 
Entering Unmasked Estep 
Score: -20464410.000000 Penalty: 3967.072754
	Iteration 79Q: 3 clusters Score -2.046441e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72037 members 
Mstep: Class 2 contains 128024 members 
Entering Unmasked Estep 
Score: -20464558.000000 Penalty: 3967.072754
	Iteration 80F: 3 clusters Score -2.046456e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70959 members 
Mstep: Class 2 contains 129102 members 
Entering Unmasked Estep 
Score: -20464796.000000 Penalty: 3967.072754
	Iteration 81Q: 3 clusters Score -2.04648e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69902 members 
Mstep: Class 2 contains 130159 members 
Entering Unmasked Estep 
Score: -20464932.000000 Penalty: 3967.072754
	Iteration 82Q: 3 clusters Score -2.046493e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68791 members 
Mstep: Class 2 contains 131270 members 
Entering Unmasked Estep 
Score: -20465058.000000 Penalty: 3967.072754
	Iteration 83Q: 3 clusters Score -2.046506e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67666 members 
Mstep: Class 2 contains 132395 members 
Entering Unmasked Estep 
Score: -20465222.000000 Penalty: 3967.072754
	Iteration 84Q: 3 clusters Score -2.046522e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66474 members 
Mstep: Class 2 contains 133587 members 
Entering Unmasked Estep 
Score: -20465392.000000 Penalty: 3967.072754
	Iteration 85Q: 3 clusters Score -2.046539e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 134918 members 
Entering Unmasked Estep 
Score: -20465440.000000 Penalty: 3967.072754
	Iteration 86Q: 3 clusters Score -2.046544e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63799 members 
Mstep: Class 2 contains 136262 members 
Entering Unmasked Estep 
Score: -20465518.000000 Penalty: 3967.072754
	Iteration 87Q: 3 clusters Score -2.046552e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62397 members 
Mstep: Class 2 contains 137664 members 
Entering Unmasked Estep 
Score: -20465684.000000 Penalty: 3967.072754
	Iteration 88Q: 3 clusters Score -2.046568e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60878 members 
Mstep: Class 2 contains 139183 members 
Entering Unmasked Estep 
Score: -20465874.000000 Penalty: 3967.072754
	Iteration 89Q: 3 clusters Score -2.046587e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59247 members 
Mstep: Class 2 contains 140814 members 
Entering Unmasked Estep 
Score: -20466128.000000 Penalty: 3967.072754
	Iteration 90Q: 3 clusters Score -2.046613e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 142554 members 
Entering Unmasked Estep 
Score: -20466552.000000 Penalty: 3967.072754
	Iteration 91Q: 3 clusters Score -2.046655e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 144588 members 
Entering Unmasked Estep 
Score: -20466882.000000 Penalty: 3967.072754
	Iteration 92Q: 3 clusters Score -2.046688e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 147299 members 
Entering Unmasked Estep 
Score: -20467010.000000 Penalty: 3967.072754
	Iteration 93Q: 3 clusters Score -2.046701e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 150840 members 
Entering Unmasked Estep 
Score: -20467278.000000 Penalty: 3967.072754
	Iteration 94Q: 3 clusters Score -2.046728e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 155321 members 
Entering Unmasked Estep 
Score: -20467196.000000 Penalty: 3967.072754
	Iteration 95Q: 3 clusters Score -2.04672e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 160459 members 
Entering Unmasked Estep 
Score: -20466926.000000 Penalty: 3967.072754
	Iteration 96Q: 3 clusters Score -2.046693e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 166224 members 
Entering Unmasked Estep 
Score: -20466240.000000 Penalty: 3967.072754
	Iteration 97Q: 3 clusters Score -2.046624e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 172366 members 
Entering Unmasked Estep 
Score: -20465332.000000 Penalty: 3967.072754
	Iteration 98Q: 3 clusters Score -2.046533e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 178386 members 
Entering Unmasked Estep 
Score: -20464594.000000 Penalty: 3967.072754
	Iteration 99Q: 3 clusters Score -2.046459e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 183427 members 
Entering Unmasked Estep 
Score: -20464714.000000 Penalty: 3967.072754
	Iteration 100F: 3 clusters Score -2.046471e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 188439 members 
Entering Unmasked Estep 
Score: -20464980.000000 Penalty: 3967.072754
	Iteration 101Q: 3 clusters Score -2.046498e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 192424 members 
Entering Unmasked Estep 
Score: -20465444.000000 Penalty: 3967.072754
	Iteration 102Q: 3 clusters Score -2.046544e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 195139 members 
Entering Unmasked Estep 
Score: -20465788.000000 Penalty: 3967.072754
	Iteration 103Q: 3 clusters Score -2.046579e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 196866 members 
Entering Unmasked Estep 
Score: -20466106.000000 Penalty: 3967.072754
	Iteration 104Q: 3 clusters Score -2.046611e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 197905 members 
Entering Unmasked Estep 
Score: -20466242.000000 Penalty: 3967.072754
	Iteration 105Q: 3 clusters Score -2.046624e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 198469 members 
Entering Unmasked Estep 
Score: -20466406.000000 Penalty: 3967.072754
	Iteration 106Q: 3 clusters Score -2.046641e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 198773 members 
Entering Unmasked Estep 
Score: -20466468.000000 Penalty: 3967.072754
	Iteration 107Q: 3 clusters Score -2.046647e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 198938 members 
Entering Unmasked Estep 
Score: -20466462.000000 Penalty: 3967.072754
	Iteration 108Q: 3 clusters Score -2.046646e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 199049 members 
Entering Unmasked Estep 
Score: -20466480.000000 Penalty: 3967.072754
	Iteration 109Q: 3 clusters Score -2.046648e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 199124 members 
Entering Unmasked Estep 
Score: -20466514.000000 Penalty: 3967.072754
	Iteration 110Q: 3 clusters Score -2.046651e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 199184 members 
Entering Unmasked Estep 
Score: -20466516.000000 Penalty: 3967.072754
	Iteration 111Q: 3 clusters Score -2.046652e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 199227 members 
Entering Unmasked Estep 
Score: -20466522.000000 Penalty: 3967.072754
	Iteration 112Q: 3 clusters Score -2.046652e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 199269 members 
Entering Unmasked Estep 
Score: -20466536.000000 Penalty: 3967.072754
	Iteration 113Q: 3 clusters Score -2.046654e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 199296 members 
Entering Unmasked Estep 
Score: -20466516.000000 Penalty: 3967.072754
	Iteration 114Q: 3 clusters Score -2.046652e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 199315 members 
Entering Unmasked Estep 
Score: -20466528.000000 Penalty: 3967.072754
	Iteration 115Q: 3 clusters Score -2.046653e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 199331 members 
Entering Unmasked Estep 
Score: -20466530.000000 Penalty: 3967.072754
	Iteration 116Q: 3 clusters Score -2.046653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 199338 members 
Entering Unmasked Estep 
Score: -20466538.000000 Penalty: 3967.072754
	Iteration 117Q: 3 clusters Score -2.046654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 199344 members 
Entering Unmasked Estep 
Score: -20466536.000000 Penalty: 3967.072754
	Iteration 118Q: 3 clusters Score -2.046654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 199346 members 
Entering Unmasked Estep 
Score: -20466536.000000 Penalty: 3967.072754
	Iteration 119Q: 3 clusters Score -2.046654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 199349 members 
Entering Unmasked Estep 
Score: -20466550.000000 Penalty: 3967.072754
	Iteration 120F: 3 clusters Score -2.046655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 199350 members 
Entering Unmasked Estep 
Score: -20466550.000000 Penalty: 3967.072754
	Iteration 121Q: 3 clusters Score -2.046655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 199353 members 
Entering Unmasked Estep 
Score: -20466536.000000 Penalty: 3967.072754
	Iteration 122Q: 3 clusters Score -2.046654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 199356 members 
Entering Unmasked Estep 
Score: -20466542.000000 Penalty: 3967.072754
	Iteration 123Q: 3 clusters Score -2.046654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 199357 members 
Entering Unmasked Estep 
Score: -20466538.000000 Penalty: 3967.072754
	Iteration 124Q: 3 clusters Score -2.046654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 199359 members 
Entering Unmasked Estep 
Score: -20466536.000000 Penalty: 3967.072754
	Iteration 125Q: 3 clusters Score -2.046654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 199362 members 
Entering Unmasked Estep 
Score: -20466520.000000 Penalty: 3967.072754
	Iteration 126Q: 3 clusters Score -2.046652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 199366 members 
Entering Unmasked Estep 
Score: -20466528.000000 Penalty: 3967.072754
	Iteration 127Q: 3 clusters Score -2.046653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 199368 members 
Entering Unmasked Estep 
Score: -20466528.000000 Penalty: 3967.072754
	Iteration 128Q: 3 clusters Score -2.046653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 199368 members 
Entering Unmasked Estep 
Score: -20466528.000000 Penalty: 3967.072754
	Iteration 129F: 3 clusters Score -2.046653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (161760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161760 members 
Entering Unmasked Estep 
Score: -16453481.000000 Penalty: 1949.003662
	Iteration 0F: 2 clusters Score -1.645348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80613 members 
Mstep: Class 2 contains 81147 members 
Entering Unmasked Estep 
Score: -16346653.000000 Penalty: 3898.007324
	Iteration 0F: 3 clusters Score -1.634665e+07 nChanged 78281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70828 members 
Mstep: Class 2 contains 90932 members 
Entering Unmasked Estep 
Score: -16395249.000000 Penalty: 3898.007324
	Iteration 1F: 3 clusters Score -1.639525e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64732 members 
Mstep: Class 2 contains 97028 members 
Entering Unmasked Estep 
Score: -16398577.000000 Penalty: 3898.007324
	Iteration 2F: 3 clusters Score -1.639858e+07 nChanged 9900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56268 members 
Mstep: Class 2 contains 105492 members 
Entering Unmasked Estep 
Score: -16403836.000000 Penalty: 3898.007324
	Iteration 3F: 3 clusters Score -1.640384e+07 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 116344 members 
Entering Unmasked Estep 
Score: -16411917.000000 Penalty: 3898.007324
	Iteration 4F: 3 clusters Score -1.641192e+07 nChanged 13079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 129057 members 
Entering Unmasked Estep 
Score: -16422848.000000 Penalty: 3898.007324
	Iteration 5F: 3 clusters Score -1.642285e+07 nChanged 12777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 141710 members 
Entering Unmasked Estep 
Score: -16434925.000000 Penalty: 3898.007324
	Iteration 6F: 3 clusters Score -1.643492e+07 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 151500 members 
Entering Unmasked Estep 
Score: -16444096.000000 Penalty: 3898.007324
	Iteration 7F: 3 clusters Score -1.64441e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 157322 members 
Entering Unmasked Estep 
Score: -16448778.000000 Penalty: 3898.007324
	Iteration 8Q: 3 clusters Score -1.644878e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 159909 members 
Entering Unmasked Estep 
Score: -16450784.000000 Penalty: 3898.007324
	Iteration 9Q: 3 clusters Score -1.645078e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 160894 members 
Entering Unmasked Estep 
Score: -16451411.000000 Penalty: 3898.007324
	Iteration 10Q: 3 clusters Score -1.645141e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 161238 members 
Entering Unmasked Estep 
Score: -16451629.000000 Penalty: 3898.007324
	Iteration 11Q: 3 clusters Score -1.645163e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 161370 members 
Entering Unmasked Estep 
Score: -16451715.000000 Penalty: 3898.007324
	Iteration 12Q: 3 clusters Score -1.645172e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 161421 members 
Entering Unmasked Estep 
Score: -16451784.000000 Penalty: 3898.007324
	Iteration 13Q: 3 clusters Score -1.645178e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 161454 members 
Entering Unmasked Estep 
Score: -16451790.000000 Penalty: 3898.007324
	Iteration 14Q: 3 clusters Score -1.645179e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 161475 members 
Entering Unmasked Estep 
Score: -16451815.000000 Penalty: 3898.007324
	Iteration 15Q: 3 clusters Score -1.645182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 161485 members 
Entering Unmasked Estep 
Score: -16451827.000000 Penalty: 3898.007324
	Iteration 16Q: 3 clusters Score -1.645183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 161492 members 
Entering Unmasked Estep 
Score: -16451839.000000 Penalty: 3898.007324
	Iteration 17Q: 3 clusters Score -1.645184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 161497 members 
Entering Unmasked Estep 
Score: -16451854.000000 Penalty: 3898.007324
	Iteration 18Q: 3 clusters Score -1.645185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 161497 members 
Entering Unmasked Estep 
Score: -16451865.000000 Penalty: 3898.007324
	Iteration 19Q: 3 clusters Score -1.645186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 161503 members 
Entering Unmasked Estep 
Score: -16451871.000000 Penalty: 3898.007324
	Iteration 20F: 3 clusters Score -1.645187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 161503 members 
Entering Unmasked Estep 
Score: -16451872.000000 Penalty: 3898.007324
	Iteration 21Q: 3 clusters Score -1.645187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 161504 members 
Entering Unmasked Estep 
Score: -16451866.000000 Penalty: 3898.007324
	Iteration 22Q: 3 clusters Score -1.645187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 161504 members 
Entering Unmasked Estep 
Score: -16451874.000000 Penalty: 3898.007324
	Iteration 23Q: 3 clusters Score -1.645187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 161504 members 
Entering Unmasked Estep 
Score: -16451874.000000 Penalty: 3898.007324
	Iteration 24F: 3 clusters Score -1.645187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (58488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Entering Unmasked Estep 
Score: -5908699.000000 Penalty: 1783.693726
	Iteration 0F: 2 clusters Score -5908699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -5869416.500000 Penalty: 3567.387451
	Iteration 0F: 3 clusters Score -5869416 nChanged 27683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -5885157.500000 Penalty: 3567.387451
	Iteration 1F: 3 clusters Score -5885158 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -5885592.000000 Penalty: 3567.387451
	Iteration 2Q: 3 clusters Score -5885592 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -5886151.000000 Penalty: 3567.387451
	Iteration 3Q: 3 clusters Score -5886151 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -5886865.500000 Penalty: 3567.387451
	Iteration 4Q: 3 clusters Score -5886866 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -5887934.000000 Penalty: 3567.387451
	Iteration 5Q: 3 clusters Score -5887934 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -5889547.500000 Penalty: 3567.387451
	Iteration 6Q: 3 clusters Score -5889548 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -5891782.500000 Penalty: 3567.387451
	Iteration 7F: 3 clusters Score -5891782 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -5894488.000000 Penalty: 3567.387451
	Iteration 8F: 3 clusters Score -5894488 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -5897236.000000 Penalty: 3567.387451
	Iteration 9F: 3 clusters Score -5897236 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -5899361.000000 Penalty: 3567.387451
	Iteration 10F: 3 clusters Score -5899361 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -5900576.000000 Penalty: 3567.387451
	Iteration 11Q: 3 clusters Score -5900576 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -5901143.000000 Penalty: 3567.387451
	Iteration 12Q: 3 clusters Score -5901143 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -5901403.000000 Penalty: 3567.387451
	Iteration 13Q: 3 clusters Score -5901403 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -5901605.500000 Penalty: 3567.387451
	Iteration 14Q: 3 clusters Score -5901606 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -5901757.500000 Penalty: 3567.387451
	Iteration 15Q: 3 clusters Score -5901758 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -5901897.000000 Penalty: 3567.387451
	Iteration 16Q: 3 clusters Score -5901897 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -5902048.500000 Penalty: 3567.387451
	Iteration 17Q: 3 clusters Score -5902048 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -5902177.500000 Penalty: 3567.387451
	Iteration 18Q: 3 clusters Score -5902178 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -5902329.500000 Penalty: 3567.387451
	Iteration 19Q: 3 clusters Score -5902330 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -5902467.500000 Penalty: 3567.387451
	Iteration 20F: 3 clusters Score -5902468 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -5902652.500000 Penalty: 3567.387451
	Iteration 21Q: 3 clusters Score -5902652 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -5902856.000000 Penalty: 3567.387451
	Iteration 22Q: 3 clusters Score -5902856 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -5903038.500000 Penalty: 3567.387451
	Iteration 23Q: 3 clusters Score -5903038 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -5903242.000000 Penalty: 3567.387451
	Iteration 24Q: 3 clusters Score -5903242 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -5903457.000000 Penalty: 3567.387451
	Iteration 25Q: 3 clusters Score -5903457 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -5903673.000000 Penalty: 3567.387451
	Iteration 26Q: 3 clusters Score -5903673 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -5903931.000000 Penalty: 3567.387451
	Iteration 27Q: 3 clusters Score -5903931 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -5904236.500000 Penalty: 3567.387451
	Iteration 28Q: 3 clusters Score -5904236 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 51581 members 
Entering Unmasked Estep 
Score: -5904522.000000 Penalty: 3567.387451
	Iteration 29Q: 3 clusters Score -5904522 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -5904844.500000 Penalty: 3567.387451
	Iteration 30Q: 3 clusters Score -5904844 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 53094 members 
Entering Unmasked Estep 
Score: -5905101.000000 Penalty: 3567.387451
	Iteration 31Q: 3 clusters Score -5905101 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -5905373.500000 Penalty: 3567.387451
	Iteration 32Q: 3 clusters Score -5905374 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -5905631.500000 Penalty: 3567.387451
	Iteration 33Q: 3 clusters Score -5905632 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -5905901.000000 Penalty: 3567.387451
	Iteration 34Q: 3 clusters Score -5905901 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 55412 members 
Entering Unmasked Estep 
Score: -5906092.500000 Penalty: 3567.387451
	Iteration 35Q: 3 clusters Score -5906092 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -5906286.000000 Penalty: 3567.387451
	Iteration 36Q: 3 clusters Score -5906286 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 56179 members 
Entering Unmasked Estep 
Score: -5906466.500000 Penalty: 3567.387451
	Iteration 37Q: 3 clusters Score -5906466 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 56460 members 
Entering Unmasked Estep 
Score: -5906607.500000 Penalty: 3567.387451
	Iteration 38Q: 3 clusters Score -5906608 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -5906707.000000 Penalty: 3567.387451
	Iteration 39Q: 3 clusters Score -5906707 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -5906782.500000 Penalty: 3567.387451
	Iteration 40F: 3 clusters Score -5906782 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 57007 members 
Entering Unmasked Estep 
Score: -5906865.500000 Penalty: 3567.387451
	Iteration 41Q: 3 clusters Score -5906866 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -5906920.000000 Penalty: 3567.387451
	Iteration 42Q: 3 clusters Score -5906920 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -5906969.000000 Penalty: 3567.387451
	Iteration 43Q: 3 clusters Score -5906969 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -5907022.000000 Penalty: 3567.387451
	Iteration 44Q: 3 clusters Score -5907022 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 57421 members 
Entering Unmasked Estep 
Score: -5907061.000000 Penalty: 3567.387451
	Iteration 45Q: 3 clusters Score -5907061 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -5907096.000000 Penalty: 3567.387451
	Iteration 46Q: 3 clusters Score -5907096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -5907116.500000 Penalty: 3567.387451
	Iteration 47Q: 3 clusters Score -5907116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -5907142.000000 Penalty: 3567.387451
	Iteration 48Q: 3 clusters Score -5907142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -5907173.000000 Penalty: 3567.387451
	Iteration 49Q: 3 clusters Score -5907173 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -5907187.500000 Penalty: 3567.387451
	Iteration 50Q: 3 clusters Score -5907188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -5907193.000000 Penalty: 3567.387451
	Iteration 51Q: 3 clusters Score -5907193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 57679 members 
Entering Unmasked Estep 
Score: -5907199.000000 Penalty: 3567.387451
	Iteration 52Q: 3 clusters Score -5907199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
Score: -5907199.000000 Penalty: 3567.387451
	Iteration 53Q: 3 clusters Score -5907199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 57698 members 
Entering Unmasked Estep 
Score: -5907205.000000 Penalty: 3567.387451
	Iteration 54Q: 3 clusters Score -5907205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -5907201.500000 Penalty: 3567.387451
	Iteration 55Q: 3 clusters Score -5907202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -5907211.000000 Penalty: 3567.387451
	Iteration 56Q: 3 clusters Score -5907211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 57719 members 
Entering Unmasked Estep 
Score: -5907215.500000 Penalty: 3567.387451
	Iteration 57Q: 3 clusters Score -5907216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 57728 members 
Entering Unmasked Estep 
Score: -5907211.500000 Penalty: 3567.387451
	Iteration 58Q: 3 clusters Score -5907212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -5907216.500000 Penalty: 3567.387451
	Iteration 59Q: 3 clusters Score -5907216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 57743 members 
Entering Unmasked Estep 
Score: -5907219.000000 Penalty: 3567.387451
	Iteration 60F: 3 clusters Score -5907219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 57752 members 
Entering Unmasked Estep 
Score: -5907217.000000 Penalty: 3567.387451
	Iteration 61Q: 3 clusters Score -5907217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -5907226.500000 Penalty: 3567.387451
	Iteration 62Q: 3 clusters Score -5907226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -5907231.500000 Penalty: 3567.387451
	Iteration 63Q: 3 clusters Score -5907232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 57763 members 
Entering Unmasked Estep 
Score: -5907233.500000 Penalty: 3567.387451
	Iteration 64Q: 3 clusters Score -5907234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 57769 members 
Entering Unmasked Estep 
Score: -5907235.000000 Penalty: 3567.387451
	Iteration 65Q: 3 clusters Score -5907235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 57774 members 
Entering Unmasked Estep 
Score: -5907236.500000 Penalty: 3567.387451
	Iteration 66Q: 3 clusters Score -5907236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 57777 members 
Entering Unmasked Estep 
Score: -5907233.500000 Penalty: 3567.387451
	Iteration 67Q: 3 clusters Score -5907234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 57779 members 
Entering Unmasked Estep 
Score: -5907237.000000 Penalty: 3567.387451
	Iteration 68Q: 3 clusters Score -5907237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 57782 members 
Entering Unmasked Estep 
Score: -5907234.500000 Penalty: 3567.387451
	Iteration 69Q: 3 clusters Score -5907234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 57786 members 
Entering Unmasked Estep 
Score: -5907245.500000 Penalty: 3567.387451
	Iteration 70Q: 3 clusters Score -5907246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -5907238.500000 Penalty: 3567.387451
	Iteration 71Q: 3 clusters Score -5907238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 57790 members 
Entering Unmasked Estep 
Score: -5907234.500000 Penalty: 3567.387451
	Iteration 72Q: 3 clusters Score -5907234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 57792 members 
Entering Unmasked Estep 
Score: -5907235.500000 Penalty: 3567.387451
	Iteration 73Q: 3 clusters Score -5907236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -5907239.500000 Penalty: 3567.387451
	Iteration 74Q: 3 clusters Score -5907240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -5907239.500000 Penalty: 3567.387451
	Iteration 75F: 3 clusters Score -5907240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Entering Unmasked Estep 
Score: -2913606.250000 Penalty: 1663.062256
	Iteration 0F: 2 clusters Score -2913606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2894894.000000 Penalty: 3326.124512
	Iteration 0F: 3 clusters Score -2894894 nChanged 12637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2901956.750000 Penalty: 3326.124512
	Iteration 1F: 3 clusters Score -2901957 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2902351.000000 Penalty: 3326.124512
	Iteration 2Q: 3 clusters Score -2902351 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2902729.500000 Penalty: 3326.124512
	Iteration 3Q: 3 clusters Score -2902730 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2903107.000000 Penalty: 3326.124512
	Iteration 4Q: 3 clusters Score -2903107 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2903564.500000 Penalty: 3326.124512
	Iteration 5Q: 3 clusters Score -2903564 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2904142.500000 Penalty: 3326.124512
	Iteration 6Q: 3 clusters Score -2904142 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2904907.750000 Penalty: 3326.124512
	Iteration 7F: 3 clusters Score -2904908 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2905936.250000 Penalty: 3326.124512
	Iteration 8F: 3 clusters Score -2905936 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2907154.500000 Penalty: 3326.124512
	Iteration 9F: 3 clusters Score -2907154 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2908535.000000 Penalty: 3326.124512
	Iteration 10F: 3 clusters Score -2908535 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -2909873.250000 Penalty: 3326.124512
	Iteration 11F: 3 clusters Score -2909873 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -2910890.750000 Penalty: 3326.124512
	Iteration 12Q: 3 clusters Score -2910891 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -2911455.250000 Penalty: 3326.124512
	Iteration 13Q: 3 clusters Score -2911455 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -2911764.000000 Penalty: 3326.124512
	Iteration 14Q: 3 clusters Score -2911764 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -2911931.250000 Penalty: 3326.124512
	Iteration 15Q: 3 clusters Score -2911931 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -2912032.750000 Penalty: 3326.124512
	Iteration 16Q: 3 clusters Score -2912033 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -2912091.000000 Penalty: 3326.124512
	Iteration 17Q: 3 clusters Score -2912091 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -2912130.000000 Penalty: 3326.124512
	Iteration 18Q: 3 clusters Score -2912130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -2912154.000000 Penalty: 3326.124512
	Iteration 19Q: 3 clusters Score -2912154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -2912181.250000 Penalty: 3326.124512
	Iteration 20F: 3 clusters Score -2912181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -2912192.000000 Penalty: 3326.124512
	Iteration 21Q: 3 clusters Score -2912192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -2912192.500000 Penalty: 3326.124512
	Iteration 22Q: 3 clusters Score -2912192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -2912193.000000 Penalty: 3326.124512
	Iteration 23Q: 3 clusters Score -2912193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -2912193.750000 Penalty: 3326.124512
	Iteration 24Q: 3 clusters Score -2912194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -2912198.000000 Penalty: 3326.124512
	Iteration 25Q: 3 clusters Score -2912198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -2912198.000000 Penalty: 3326.124512
	Iteration 26F: 3 clusters Score -2912198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Entering Unmasked Estep 
Score: -1394998.125000 Penalty: 1550.250610
	Iteration 0F: 2 clusters Score -1394998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1385335.375000 Penalty: 3100.501221
	Iteration 0F: 3 clusters Score -1385335 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1388565.000000 Penalty: 3100.501221
	Iteration 1F: 3 clusters Score -1388565 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1388813.250000 Penalty: 3100.501221
	Iteration 2F: 3 clusters Score -1388813 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1389006.375000 Penalty: 3100.501221
	Iteration 3Q: 3 clusters Score -1389006 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1389159.875000 Penalty: 3100.501221
	Iteration 4Q: 3 clusters Score -1389160 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1389317.750000 Penalty: 3100.501221
	Iteration 5Q: 3 clusters Score -1389318 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1389474.625000 Penalty: 3100.501221
	Iteration 6Q: 3 clusters Score -1389475 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1389670.375000 Penalty: 3100.501221
	Iteration 7Q: 3 clusters Score -1389670 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1389929.875000 Penalty: 3100.501221
	Iteration 8Q: 3 clusters Score -1389930 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1390316.750000 Penalty: 3100.501221
	Iteration 9Q: 3 clusters Score -1390317 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1390793.125000 Penalty: 3100.501221
	Iteration 10F: 3 clusters Score -1390793 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1391316.625000 Penalty: 3100.501221
	Iteration 11F: 3 clusters Score -1391317 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1391855.500000 Penalty: 3100.501221
	Iteration 12Q: 3 clusters Score -1391856 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1392304.375000 Penalty: 3100.501221
	Iteration 13Q: 3 clusters Score -1392304 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1392595.375000 Penalty: 3100.501221
	Iteration 14Q: 3 clusters Score -1392595 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1392814.875000 Penalty: 3100.501221
	Iteration 15Q: 3 clusters Score -1392815 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1393051.875000 Penalty: 3100.501221
	Iteration 16Q: 3 clusters Score -1393052 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1393316.250000 Penalty: 3100.501221
	Iteration 17Q: 3 clusters Score -1393316 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1393552.000000 Penalty: 3100.501221
	Iteration 18Q: 3 clusters Score -1393552 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1393733.375000 Penalty: 3100.501221
	Iteration 19Q: 3 clusters Score -1393733 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1393846.625000 Penalty: 3100.501221
	Iteration 20F: 3 clusters Score -1393847 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1393907.375000 Penalty: 3100.501221
	Iteration 21Q: 3 clusters Score -1393907 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1393938.000000 Penalty: 3100.501221
	Iteration 22Q: 3 clusters Score -1393938 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1393969.250000 Penalty: 3100.501221
	Iteration 23Q: 3 clusters Score -1393969 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1393988.125000 Penalty: 3100.501221
	Iteration 24Q: 3 clusters Score -1393988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1393998.625000 Penalty: 3100.501221
	Iteration 25Q: 3 clusters Score -1393999 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1394005.250000 Penalty: 3100.501221
	Iteration 26Q: 3 clusters Score -1394005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1394013.625000 Penalty: 3100.501221
	Iteration 27Q: 3 clusters Score -1394014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1394016.125000 Penalty: 3100.501221
	Iteration 28Q: 3 clusters Score -1394016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1394017.125000 Penalty: 3100.501221
	Iteration 29Q: 3 clusters Score -1394017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1394019.625000 Penalty: 3100.501221
	Iteration 30Q: 3 clusters Score -1394020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1394022.625000 Penalty: 3100.501221
	Iteration 31Q: 3 clusters Score -1394023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1394025.625000 Penalty: 3100.501221
	Iteration 32Q: 3 clusters Score -1394026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1394024.500000 Penalty: 3100.501221
	Iteration 33Q: 3 clusters Score -1394024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1394026.000000 Penalty: 3100.501221
	Iteration 34Q: 3 clusters Score -1394026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1394024.125000 Penalty: 3100.501221
	Iteration 35Q: 3 clusters Score -1394024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1394023.875000 Penalty: 3100.501221
	Iteration 36Q: 3 clusters Score -1394024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1394023.875000 Penalty: 3100.501221
	Iteration 37F: 3 clusters Score -1394024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Entering Unmasked Estep 
Score: -189874.781250 Penalty: 1247.502319
	Iteration 0F: 2 clusters Score -189874.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -187701.859375 Penalty: 2495.004639
	Iteration 0F: 3 clusters Score -187701.9 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -188273.781250 Penalty: 2495.004639
	Iteration 1F: 3 clusters Score -188273.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -188481.187500 Penalty: 2495.004639
	Iteration 2F: 3 clusters Score -188481.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -188596.484375 Penalty: 2495.004639
	Iteration 3F: 3 clusters Score -188596.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -188666.359375 Penalty: 2495.004639
	Iteration 4Q: 3 clusters Score -188666.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -188707.937500 Penalty: 2495.004639
	Iteration 5Q: 3 clusters Score -188707.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -188746.328125 Penalty: 2495.004639
	Iteration 6Q: 3 clusters Score -188746.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -188786.953125 Penalty: 2495.004639
	Iteration 7Q: 3 clusters Score -188787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -188817.515625 Penalty: 2495.004639
	Iteration 8Q: 3 clusters Score -188817.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -188843.421875 Penalty: 2495.004639
	Iteration 9Q: 3 clusters Score -188843.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -188869.562500 Penalty: 2495.004639
	Iteration 10Q: 3 clusters Score -188869.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -188888.046875 Penalty: 2495.004639
	Iteration 11Q: 3 clusters Score -188888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -188900.671875 Penalty: 2495.004639
	Iteration 12Q: 3 clusters Score -188900.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -188908.453125 Penalty: 2495.004639
	Iteration 13Q: 3 clusters Score -188908.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -188917.453125 Penalty: 2495.004639
	Iteration 14Q: 3 clusters Score -188917.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -188920.640625 Penalty: 2495.004639
	Iteration 15Q: 3 clusters Score -188920.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -188921.718750 Penalty: 2495.004639
	Iteration 16Q: 3 clusters Score -188921.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -188924.328125 Penalty: 2495.004639
	Iteration 17Q: 3 clusters Score -188924.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -188925.703125 Penalty: 2495.004639
	Iteration 18Q: 3 clusters Score -188925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -188926.218750 Penalty: 2495.004639
	Iteration 19Q: 3 clusters Score -188926.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -188926.218750 Penalty: 2495.004639
	Iteration 20F: 3 clusters Score -188926.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (125492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125492 members 
Entering Unmasked Estep 
Score: -12951143.000000 Penalty: 1907.749512
	Iteration 0F: 2 clusters Score -1.295114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 62661 members 
Entering Unmasked Estep 
Score: -12868661.000000 Penalty: 3815.499023
	Iteration 0F: 3 clusters Score -1.286866e+07 nChanged 60540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 63331 members 
Entering Unmasked Estep 
Score: -12903617.000000 Penalty: 3815.499023
	Iteration 1F: 3 clusters Score -1.290362e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 64156 members 
Entering Unmasked Estep 
Score: -12904451.000000 Penalty: 3815.499023
	Iteration 2Q: 3 clusters Score -1.290445e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 65597 members 
Entering Unmasked Estep 
Score: -12905544.000000 Penalty: 3815.499023
	Iteration 3Q: 3 clusters Score -1.290554e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -12907184.000000 Penalty: 3815.499023
	Iteration 4Q: 3 clusters Score -1.290718e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 71364 members 
Entering Unmasked Estep 
Score: -12909716.000000 Penalty: 3815.499023
	Iteration 5Q: 3 clusters Score -1.290972e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 76134 members 
Entering Unmasked Estep 
Score: -12913320.000000 Penalty: 3815.499023
	Iteration 6F: 3 clusters Score -1.291332e+07 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 82407 members 
Entering Unmasked Estep 
Score: -12918215.000000 Penalty: 3815.499023
	Iteration 7F: 3 clusters Score -1.291822e+07 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 89909 members 
Entering Unmasked Estep 
Score: -12924613.000000 Penalty: 3815.499023
	Iteration 8F: 3 clusters Score -1.292461e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 98389 members 
Entering Unmasked Estep 
Score: -12931746.000000 Penalty: 3815.499023
	Iteration 9F: 3 clusters Score -1.293175e+07 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 106939 members 
Entering Unmasked Estep 
Score: -12938520.000000 Penalty: 3815.499023
	Iteration 10F: 3 clusters Score -1.293852e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 113879 members 
Entering Unmasked Estep 
Score: -12943696.000000 Penalty: 3815.499023
	Iteration 11F: 3 clusters Score -1.29437e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 118561 members 
Entering Unmasked Estep 
Score: -12946667.000000 Penalty: 3815.499023
	Iteration 12Q: 3 clusters Score -1.294667e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 121396 members 
Entering Unmasked Estep 
Score: -12948340.000000 Penalty: 3815.499023
	Iteration 13Q: 3 clusters Score -1.294834e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 122966 members 
Entering Unmasked Estep 
Score: -12949048.000000 Penalty: 3815.499023
	Iteration 14Q: 3 clusters Score -1.294905e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 123818 members 
Entering Unmasked Estep 
Score: -12949460.000000 Penalty: 3815.499023
	Iteration 15Q: 3 clusters Score -1.294946e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 124261 members 
Entering Unmasked Estep 
Score: -12949625.000000 Penalty: 3815.499023
	Iteration 16Q: 3 clusters Score -1.294962e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 124508 members 
Entering Unmasked Estep 
Score: -12949677.000000 Penalty: 3815.499023
	Iteration 17Q: 3 clusters Score -1.294968e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 124656 members 
Entering Unmasked Estep 
Score: -12949734.000000 Penalty: 3815.499023
	Iteration 18Q: 3 clusters Score -1.294973e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 124737 members 
Entering Unmasked Estep 
Score: -12949732.000000 Penalty: 3815.499023
	Iteration 19Q: 3 clusters Score -1.294973e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 124798 members 
Entering Unmasked Estep 
Score: -12949718.000000 Penalty: 3815.499023
	Iteration 20F: 3 clusters Score -1.294972e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 124835 members 
Entering Unmasked Estep 
Score: -12949752.000000 Penalty: 3815.499023
	Iteration 21Q: 3 clusters Score -1.294975e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 124860 members 
Entering Unmasked Estep 
Score: -12949782.000000 Penalty: 3815.499023
	Iteration 22Q: 3 clusters Score -1.294978e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 124889 members 
Entering Unmasked Estep 
Score: -12949779.000000 Penalty: 3815.499023
	Iteration 23Q: 3 clusters Score -1.294978e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 124912 members 
Entering Unmasked Estep 
Score: -12949792.000000 Penalty: 3815.499023
	Iteration 24Q: 3 clusters Score -1.294979e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 124926 members 
Entering Unmasked Estep 
Score: -12949791.000000 Penalty: 3815.499023
	Iteration 25Q: 3 clusters Score -1.294979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 124938 members 
Entering Unmasked Estep 
Score: -12949809.000000 Penalty: 3815.499023
	Iteration 26Q: 3 clusters Score -1.294981e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 124952 members 
Entering Unmasked Estep 
Score: -12949823.000000 Penalty: 3815.499023
	Iteration 27Q: 3 clusters Score -1.294982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 124961 members 
Entering Unmasked Estep 
Score: -12949841.000000 Penalty: 3815.499023
	Iteration 28Q: 3 clusters Score -1.294984e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 124969 members 
Entering Unmasked Estep 
Score: -12949837.000000 Penalty: 3815.499023
	Iteration 29Q: 3 clusters Score -1.294984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 124981 members 
Entering Unmasked Estep 
Score: -12949840.000000 Penalty: 3815.499023
	Iteration 30Q: 3 clusters Score -1.294984e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 124993 members 
Entering Unmasked Estep 
Score: -12949830.000000 Penalty: 3815.499023
	Iteration 31Q: 3 clusters Score -1.294983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 124998 members 
Entering Unmasked Estep 
Score: -12949823.000000 Penalty: 3815.499023
	Iteration 32Q: 3 clusters Score -1.294982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 125002 members 
Entering Unmasked Estep 
Score: -12949822.000000 Penalty: 3815.499023
	Iteration 33Q: 3 clusters Score -1.294982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 125005 members 
Entering Unmasked Estep 
Score: -12949819.000000 Penalty: 3815.499023
	Iteration 34Q: 3 clusters Score -1.294982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 125008 members 
Entering Unmasked Estep 
Score: -12949815.000000 Penalty: 3815.499023
	Iteration 35Q: 3 clusters Score -1.294982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 125009 members 
Entering Unmasked Estep 
Score: -12949826.000000 Penalty: 3815.499023
	Iteration 36Q: 3 clusters Score -1.294983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 125012 members 
Entering Unmasked Estep 
Score: -12949827.000000 Penalty: 3815.499023
	Iteration 37Q: 3 clusters Score -1.294983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 125014 members 
Entering Unmasked Estep 
Score: -12949819.000000 Penalty: 3815.499023
	Iteration 38Q: 3 clusters Score -1.294982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 125014 members 
Entering Unmasked Estep 
Score: -12949815.000000 Penalty: 3815.499023
	Iteration 39Q: 3 clusters Score -1.294982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 125016 members 
Entering Unmasked Estep 
Score: -12949815.000000 Penalty: 3815.499023
	Iteration 40F: 3 clusters Score -1.294982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 125018 members 
Entering Unmasked Estep 
Score: -12949814.000000 Penalty: 3815.499023
	Iteration 41Q: 3 clusters Score -1.294981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 125022 members 
Entering Unmasked Estep 
Score: -12949813.000000 Penalty: 3815.499023
	Iteration 42Q: 3 clusters Score -1.294981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 125027 members 
Entering Unmasked Estep 
Score: -12949827.000000 Penalty: 3815.499023
	Iteration 43Q: 3 clusters Score -1.294983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 125030 members 
Entering Unmasked Estep 
Score: -12949822.000000 Penalty: 3815.499023
	Iteration 44Q: 3 clusters Score -1.294982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 125031 members 
Entering Unmasked Estep 
Score: -12949831.000000 Penalty: 3815.499023
	Iteration 45Q: 3 clusters Score -1.294983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 125032 members 
Entering Unmasked Estep 
Score: -12949833.000000 Penalty: 3815.499023
	Iteration 46Q: 3 clusters Score -1.294983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 125032 members 
Entering Unmasked Estep 
Score: -12949833.000000 Penalty: 3815.499023
	Iteration 47F: 3 clusters Score -1.294983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Entering Unmasked Estep 
Score: -198586.968750 Penalty: 1223.528564
	Iteration 0F: 2 clusters Score -198587 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 897 members 
Entering Unmasked Estep 
Score: -196583.718750 Penalty: 2447.057129
	Iteration 0F: 3 clusters Score -196583.7 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -196990.953125 Penalty: 2447.057129
	Iteration 1F: 3 clusters Score -196991 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -197076.609375 Penalty: 2447.057129
	Iteration 2F: 3 clusters Score -197076.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -197115.687500 Penalty: 2447.057129
	Iteration 3Q: 3 clusters Score -197115.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -197141.031250 Penalty: 2447.057129
	Iteration 4Q: 3 clusters Score -197141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -197158.546875 Penalty: 2447.057129
	Iteration 5Q: 3 clusters Score -197158.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -197172.968750 Penalty: 2447.057129
	Iteration 6Q: 3 clusters Score -197173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -197184.328125 Penalty: 2447.057129
	Iteration 7Q: 3 clusters Score -197184.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -197198.859375 Penalty: 2447.057129
	Iteration 8Q: 3 clusters Score -197198.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -197206.921875 Penalty: 2447.057129
	Iteration 9Q: 3 clusters Score -197206.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -197213.203125 Penalty: 2447.057129
	Iteration 10Q: 3 clusters Score -197213.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -197217.500000 Penalty: 2447.057129
	Iteration 11Q: 3 clusters Score -197217.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -197220.984375 Penalty: 2447.057129
	Iteration 12Q: 3 clusters Score -197221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -197223.953125 Penalty: 2447.057129
	Iteration 13Q: 3 clusters Score -197224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -197226.046875 Penalty: 2447.057129
	Iteration 14Q: 3 clusters Score -197226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -197226.265625 Penalty: 2447.057129
	Iteration 15Q: 3 clusters Score -197226.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -197227.453125 Penalty: 2447.057129
	Iteration 16Q: 3 clusters Score -197227.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -197229.093750 Penalty: 2447.057129
	Iteration 17Q: 3 clusters Score -197229.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -197231.468750 Penalty: 2447.057129
	Iteration 18Q: 3 clusters Score -197231.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -197234.078125 Penalty: 2447.057129
	Iteration 19Q: 3 clusters Score -197234.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -197236.140625 Penalty: 2447.057129
	Iteration 20F: 3 clusters Score -197236.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -197238.921875 Penalty: 2447.057129
	Iteration 21Q: 3 clusters Score -197238.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -197241.125000 Penalty: 2447.057129
	Iteration 22Q: 3 clusters Score -197241.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -197244.546875 Penalty: 2447.057129
	Iteration 23Q: 3 clusters Score -197244.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -197246.921875 Penalty: 2447.057129
	Iteration 24Q: 3 clusters Score -197246.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -197247.500000 Penalty: 2447.057129
	Iteration 25Q: 3 clusters Score -197247.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -197247.640625 Penalty: 2447.057129
	Iteration 26Q: 3 clusters Score -197247.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -197248.062500 Penalty: 2447.057129
	Iteration 27Q: 3 clusters Score -197248.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -197248.468750 Penalty: 2447.057129
	Iteration 28Q: 3 clusters Score -197248.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -197250.734375 Penalty: 2447.057129
	Iteration 29Q: 3 clusters Score -197250.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -197251.406250 Penalty: 2447.057129
	Iteration 30Q: 3 clusters Score -197251.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -197251.500000 Penalty: 2447.057129
	Iteration 31Q: 3 clusters Score -197251.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -197251.500000 Penalty: 2447.057129
	Iteration 32F: 3 clusters Score -197251.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (142782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142782 members 
Entering Unmasked Estep 
Score: -14517436.000000 Penalty: 1928.724487
	Iteration 0F: 2 clusters Score -1.451744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71276 members 
Mstep: Class 2 contains 71506 members 
Entering Unmasked Estep 
Score: -14422416.000000 Penalty: 3857.448975
	Iteration 0F: 3 clusters Score -1.442242e+07 nChanged 68463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 74473 members 
Entering Unmasked Estep 
Score: -14462819.000000 Penalty: 3857.448975
	Iteration 1F: 3 clusters Score -1.446282e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 76167 members 
Entering Unmasked Estep 
Score: -14464056.000000 Penalty: 3857.448975
	Iteration 2Q: 3 clusters Score -1.446406e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64027 members 
Mstep: Class 2 contains 78755 members 
Entering Unmasked Estep 
Score: -14465508.000000 Penalty: 3857.448975
	Iteration 3Q: 3 clusters Score -1.446551e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59966 members 
Mstep: Class 2 contains 82816 members 
Entering Unmasked Estep 
Score: -14467899.000000 Penalty: 3857.448975
	Iteration 4Q: 3 clusters Score -1.44679e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 88860 members 
Entering Unmasked Estep 
Score: -14471789.000000 Penalty: 3857.448975
	Iteration 5F: 3 clusters Score -1.447179e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 96958 members 
Entering Unmasked Estep 
Score: -14478278.000000 Penalty: 3857.448975
	Iteration 6F: 3 clusters Score -1.447828e+07 nChanged 10409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 106413 members 
Entering Unmasked Estep 
Score: -14486741.000000 Penalty: 3857.448975
	Iteration 7F: 3 clusters Score -1.448674e+07 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 115414 members 
Entering Unmasked Estep 
Score: -14495449.000000 Penalty: 3857.448975
	Iteration 8F: 3 clusters Score -1.449545e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 122086 members 
Entering Unmasked Estep 
Score: -14501960.000000 Penalty: 3857.448975
	Iteration 9F: 3 clusters Score -1.450196e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 126606 members 
Entering Unmasked Estep 
Score: -14506122.000000 Penalty: 3857.448975
	Iteration 10Q: 3 clusters Score -1.450612e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 129733 members 
Entering Unmasked Estep 
Score: -14508726.000000 Penalty: 3857.448975
	Iteration 11Q: 3 clusters Score -1.450873e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 132156 members 
Entering Unmasked Estep 
Score: -14510301.000000 Penalty: 3857.448975
	Iteration 12Q: 3 clusters Score -1.45103e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 134160 members 
Entering Unmasked Estep 
Score: -14511492.000000 Penalty: 3857.448975
	Iteration 13Q: 3 clusters Score -1.451149e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 135822 members 
Entering Unmasked Estep 
Score: -14512547.000000 Penalty: 3857.448975
	Iteration 14Q: 3 clusters Score -1.451255e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 137169 members 
Entering Unmasked Estep 
Score: -14513287.000000 Penalty: 3857.448975
	Iteration 15Q: 3 clusters Score -1.451329e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 138257 members 
Entering Unmasked Estep 
Score: -14513945.000000 Penalty: 3857.448975
	Iteration 16Q: 3 clusters Score -1.451394e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 139090 members 
Entering Unmasked Estep 
Score: -14514481.000000 Penalty: 3857.448975
	Iteration 17Q: 3 clusters Score -1.451448e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 139728 members 
Entering Unmasked Estep 
Score: -14514873.000000 Penalty: 3857.448975
	Iteration 18Q: 3 clusters Score -1.451487e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 140211 members 
Entering Unmasked Estep 
Score: -14515087.000000 Penalty: 3857.448975
	Iteration 19Q: 3 clusters Score -1.451509e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 140574 members 
Entering Unmasked Estep 
Score: -14515283.000000 Penalty: 3857.448975
	Iteration 20F: 3 clusters Score -1.451528e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 140846 members 
Entering Unmasked Estep 
Score: -14515426.000000 Penalty: 3857.448975
	Iteration 21Q: 3 clusters Score -1.451543e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 141056 members 
Entering Unmasked Estep 
Score: -14515510.000000 Penalty: 3857.448975
	Iteration 22Q: 3 clusters Score -1.451551e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 141231 members 
Entering Unmasked Estep 
Score: -14515586.000000 Penalty: 3857.448975
	Iteration 23Q: 3 clusters Score -1.451559e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 141375 members 
Entering Unmasked Estep 
Score: -14515637.000000 Penalty: 3857.448975
	Iteration 24Q: 3 clusters Score -1.451564e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 141509 members 
Entering Unmasked Estep 
Score: -14515733.000000 Penalty: 3857.448975
	Iteration 25Q: 3 clusters Score -1.451573e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 141601 members 
Entering Unmasked Estep 
Score: -14515767.000000 Penalty: 3857.448975
	Iteration 26Q: 3 clusters Score -1.451577e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 141689 members 
Entering Unmasked Estep 
Score: -14515806.000000 Penalty: 3857.448975
	Iteration 27Q: 3 clusters Score -1.451581e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 141757 members 
Entering Unmasked Estep 
Score: -14515819.000000 Penalty: 3857.448975
	Iteration 28Q: 3 clusters Score -1.451582e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 141806 members 
Entering Unmasked Estep 
Score: -14515845.000000 Penalty: 3857.448975
	Iteration 29Q: 3 clusters Score -1.451584e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 141841 members 
Entering Unmasked Estep 
Score: -14515846.000000 Penalty: 3857.448975
	Iteration 30Q: 3 clusters Score -1.451585e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 141888 members 
Entering Unmasked Estep 
Score: -14515839.000000 Penalty: 3857.448975
	Iteration 31Q: 3 clusters Score -1.451584e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 141926 members 
Entering Unmasked Estep 
Score: -14515842.000000 Penalty: 3857.448975
	Iteration 32Q: 3 clusters Score -1.451584e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 141950 members 
Entering Unmasked Estep 
Score: -14515825.000000 Penalty: 3857.448975
	Iteration 33Q: 3 clusters Score -1.451582e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 141973 members 
Entering Unmasked Estep 
Score: -14515825.000000 Penalty: 3857.448975
	Iteration 34Q: 3 clusters Score -1.451582e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 141996 members 
Entering Unmasked Estep 
Score: -14515837.000000 Penalty: 3857.448975
	Iteration 35Q: 3 clusters Score -1.451584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 142012 members 
Entering Unmasked Estep 
Score: -14515842.000000 Penalty: 3857.448975
	Iteration 36Q: 3 clusters Score -1.451584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 142025 members 
Entering Unmasked Estep 
Score: -14515862.000000 Penalty: 3857.448975
	Iteration 37Q: 3 clusters Score -1.451586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 142033 members 
Entering Unmasked Estep 
Score: -14515874.000000 Penalty: 3857.448975
	Iteration 38Q: 3 clusters Score -1.451587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 142042 members 
Entering Unmasked Estep 
Score: -14515871.000000 Penalty: 3857.448975
	Iteration 39Q: 3 clusters Score -1.451587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 142050 members 
Entering Unmasked Estep 
Score: -14515872.000000 Penalty: 3857.448975
	Iteration 40F: 3 clusters Score -1.451587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 142058 members 
Entering Unmasked Estep 
Score: -14515879.000000 Penalty: 3857.448975
	Iteration 41Q: 3 clusters Score -1.451588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 142068 members 
Entering Unmasked Estep 
Score: -14515865.000000 Penalty: 3857.448975
	Iteration 42Q: 3 clusters Score -1.451586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 142076 members 
Entering Unmasked Estep 
Score: -14515861.000000 Penalty: 3857.448975
	Iteration 43Q: 3 clusters Score -1.451586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 142081 members 
Entering Unmasked Estep 
Score: -14515859.000000 Penalty: 3857.448975
	Iteration 44Q: 3 clusters Score -1.451586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 142083 members 
Entering Unmasked Estep 
Score: -14515872.000000 Penalty: 3857.448975
	Iteration 45Q: 3 clusters Score -1.451587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 142086 members 
Entering Unmasked Estep 
Score: -14515861.000000 Penalty: 3857.448975
	Iteration 46Q: 3 clusters Score -1.451586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 142089 members 
Entering Unmasked Estep 
Score: -14515862.000000 Penalty: 3857.448975
	Iteration 47Q: 3 clusters Score -1.451586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 142093 members 
Entering Unmasked Estep 
Score: -14515869.000000 Penalty: 3857.448975
	Iteration 48Q: 3 clusters Score -1.451587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 142100 members 
Entering Unmasked Estep 
Score: -14515879.000000 Penalty: 3857.448975
	Iteration 49Q: 3 clusters Score -1.451588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 142102 members 
Entering Unmasked Estep 
Score: -14515877.000000 Penalty: 3857.448975
	Iteration 50Q: 3 clusters Score -1.451588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 142103 members 
Entering Unmasked Estep 
Score: -14515883.000000 Penalty: 3857.448975
	Iteration 51Q: 3 clusters Score -1.451588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 142104 members 
Entering Unmasked Estep 
Score: -14515890.000000 Penalty: 3857.448975
	Iteration 52Q: 3 clusters Score -1.451589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 142105 members 
Entering Unmasked Estep 
Score: -14515888.000000 Penalty: 3857.448975
	Iteration 53Q: 3 clusters Score -1.451589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 142106 members 
Entering Unmasked Estep 
Score: -14515885.000000 Penalty: 3857.448975
	Iteration 54Q: 3 clusters Score -1.451588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 142107 members 
Entering Unmasked Estep 
Score: -14515891.000000 Penalty: 3857.448975
	Iteration 55Q: 3 clusters Score -1.451589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 142110 members 
Entering Unmasked Estep 
Score: -14515888.000000 Penalty: 3857.448975
	Iteration 56Q: 3 clusters Score -1.451589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 142112 members 
Entering Unmasked Estep 
Score: -14515891.000000 Penalty: 3857.448975
	Iteration 57Q: 3 clusters Score -1.451589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 142112 members 
Entering Unmasked Estep 
Score: -14515890.000000 Penalty: 3857.448975
	Iteration 58Q: 3 clusters Score -1.451589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 142112 members 
Entering Unmasked Estep 
Score: -14515890.000000 Penalty: 3857.448975
	Iteration 59F: 3 clusters Score -1.451589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (137467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137467 members 
Entering Unmasked Estep 
Score: -13880159.000000 Penalty: 1922.560181
	Iteration 0F: 2 clusters Score -1.388016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 68734 members 
Entering Unmasked Estep 
Score: -13788146.000000 Penalty: 3845.120361
	Iteration 0F: 3 clusters Score -1.378815e+07 nChanged 66424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70307 members 
Mstep: Class 2 contains 67160 members 
Entering Unmasked Estep 
Score: -13826070.000000 Penalty: 3845.120361
	Iteration 1F: 3 clusters Score -1.382607e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71485 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -13826836.000000 Penalty: 3845.120361
	Iteration 2Q: 3 clusters Score -1.382684e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -13827537.000000 Penalty: 3845.120361
	Iteration 3Q: 3 clusters Score -1.382754e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75760 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -13828598.000000 Penalty: 3845.120361
	Iteration 4Q: 3 clusters Score -1.38286e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79697 members 
Mstep: Class 2 contains 57770 members 
Entering Unmasked Estep 
Score: -13830256.000000 Penalty: 3845.120361
	Iteration 5Q: 3 clusters Score -1.383026e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85549 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -13833097.000000 Penalty: 3845.120361
	Iteration 6Q: 3 clusters Score -1.38331e+07 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93757 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -13838029.000000 Penalty: 3845.120361
	Iteration 7F: 3 clusters Score -1.383803e+07 nChanged 10674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104309 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -13846195.000000 Penalty: 3845.120361
	Iteration 8F: 3 clusters Score -1.38462e+07 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116071 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -13856984.000000 Penalty: 3845.120361
	Iteration 9F: 3 clusters Score -1.385698e+07 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126472 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -13867575.000000 Penalty: 3845.120361
	Iteration 10F: 3 clusters Score -1.386758e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133193 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -13874281.000000 Penalty: 3845.120361
	Iteration 11Q: 3 clusters Score -1.387428e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136127 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -13877191.000000 Penalty: 3845.120361
	Iteration 12Q: 3 clusters Score -1.387719e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137029 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -13878058.000000 Penalty: 3845.120361
	Iteration 13Q: 3 clusters Score -1.387806e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137251 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13878253.000000 Penalty: 3845.120361
	Iteration 14Q: 3 clusters Score -1.387825e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137307 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13878378.000000 Penalty: 3845.120361
	Iteration 15Q: 3 clusters Score -1.387838e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137328 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13878407.000000 Penalty: 3845.120361
	Iteration 16Q: 3 clusters Score -1.387841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137331 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13878423.000000 Penalty: 3845.120361
	Iteration 17Q: 3 clusters Score -1.387842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137333 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13878431.000000 Penalty: 3845.120361
	Iteration 18Q: 3 clusters Score -1.387843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137333 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13878426.000000 Penalty: 3845.120361
	Iteration 19Q: 3 clusters Score -1.387843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137335 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13878426.000000 Penalty: 3845.120361
	Iteration 20F: 3 clusters Score -1.387843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137334 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13878428.000000 Penalty: 3845.120361
	Iteration 21Q: 3 clusters Score -1.387843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137336 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13878443.000000 Penalty: 3845.120361
	Iteration 22Q: 3 clusters Score -1.387844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137338 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13878443.000000 Penalty: 3845.120361
	Iteration 23Q: 3 clusters Score -1.387844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137339 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13878450.000000 Penalty: 3845.120361
	Iteration 24Q: 3 clusters Score -1.387845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137339 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13878454.000000 Penalty: 3845.120361
	Iteration 25Q: 3 clusters Score -1.387845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137340 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13878445.000000 Penalty: 3845.120361
	Iteration 26Q: 3 clusters Score -1.387844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137340 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13878445.000000 Penalty: 3845.120361
	Iteration 27F: 3 clusters Score -1.387844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -98893.804688 Penalty: 1122.184937
	Iteration 0F: 2 clusters Score -98893.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -97431.718750 Penalty: 2244.369873
	Iteration 0F: 3 clusters Score -97431.72 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -97679.835938 Penalty: 2244.369873
	Iteration 1F: 3 clusters Score -97679.84 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -97742.929688 Penalty: 2244.369873
	Iteration 2F: 3 clusters Score -97742.93 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -97784.437500 Penalty: 2244.369873
	Iteration 3Q: 3 clusters Score -97784.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -97817.328125 Penalty: 2244.369873
	Iteration 4Q: 3 clusters Score -97817.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -97837.656250 Penalty: 2244.369873
	Iteration 5Q: 3 clusters Score -97837.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -97850.914062 Penalty: 2244.369873
	Iteration 6Q: 3 clusters Score -97850.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97859.554688 Penalty: 2244.369873
	Iteration 7Q: 3 clusters Score -97859.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -97865.960938 Penalty: 2244.369873
	Iteration 8Q: 3 clusters Score -97865.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -97866.906250 Penalty: 2244.369873
	Iteration 9Q: 3 clusters Score -97866.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -97866.906250 Penalty: 2244.369873
	Iteration 10F: 3 clusters Score -97866.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 26192 members 
Mstep: Class 3 contains 148700 members 
Mstep: Class 4 contains 43070 members 
Mstep: Class 5 contains 2503 members 
Mstep: Class 7 contains 12167 members 
Mstep: Class 9 contains 53666 members 
Mstep: Class 10 contains 48155 members 
Mstep: Class 11 contains 75957 members 
Mstep: Class 12 contains 200061 members 
Mstep: Class 13 contains 161760 members 
Mstep: Class 14 contains 58488 members 
Mstep: Class 15 contains 27840 members 
Mstep: Class 16 contains 13905 members 
Mstep: Class 17 contains 2158 members 
Mstep: Class 18 contains 125492 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 142782 members 
Mstep: Class 21 contains 137467 members 
Mstep: Class 22 contains 998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127957680.000000 Penalty: 45719.996094
Iteration 79Q: 21 clusters Score -1.279577e+08 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 26219 members 
Mstep: Class 3 contains 148779 members 
Mstep: Class 4 contains 42965 members 
Mstep: Class 5 contains 2500 members 
Mstep: Class 7 contains 12224 members 
Mstep: Class 9 contains 53727 members 
Mstep: Class 10 contains 49008 members 
Mstep: Class 11 contains 75745 members 
Mstep: Class 12 contains 198966 members 
Mstep: Class 13 contains 161602 members 
Mstep: Class 14 contains 57862 members 
Mstep: Class 15 contains 27640 members 
Mstep: Class 16 contains 14014 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 125413 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 142737 members 
Mstep: Class 21 contains 138847 members 
Mstep: Class 22 contains 999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958368.000000 Penalty: 45719.996094
Iteration 80F: 21 clusters Score -1.279584e+08 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 26236 members 
Mstep: Class 3 contains 148888 members 
Mstep: Class 4 contains 42857 members 
Mstep: Class 5 contains 2501 members 
Mstep: Class 7 contains 12286 members 
Mstep: Class 9 contains 53799 members 
Mstep: Class 10 contains 49875 members 
Mstep: Class 11 contains 75532 members 
Mstep: Class 12 contains 197848 members 
Mstep: Class 13 contains 161425 members 
Mstep: Class 14 contains 57162 members 
Mstep: Class 15 contains 27435 members 
Mstep: Class 16 contains 14134 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 125325 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 20 contains 142692 members 
Mstep: Class 21 contains 140272 members 
Mstep: Class 22 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959536.000000 Penalty: 45719.996094
Iteration 81Q: 21 clusters Score -1.279595e+08 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 26229 members 
Mstep: Class 3 contains 148936 members 
Mstep: Class 4 contains 42744 members 
Mstep: Class 5 contains 2501 members 
Mstep: Class 7 contains 12327 members 
Mstep: Class 9 contains 53857 members 
Mstep: Class 10 contains 50715 members 
Mstep: Class 11 contains 75344 members 
Mstep: Class 12 contains 196787 members 
Mstep: Class 13 contains 161269 members 
Mstep: Class 14 contains 56458 members 
Mstep: Class 15 contains 27250 members 
Mstep: Class 16 contains 14272 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 18 contains 125248 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 142621 members 
Mstep: Class 21 contains 141737 members 
Mstep: Class 22 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960472.000000 Penalty: 45719.996094
Iteration 82Q: 21 clusters Score -1.279605e+08 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 26216 members 
Mstep: Class 3 contains 148961 members 
Mstep: Class 4 contains 42641 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 7 contains 12341 members 
Mstep: Class 9 contains 53833 members 
Mstep: Class 10 contains 51643 members 
Mstep: Class 11 contains 75166 members 
Mstep: Class 12 contains 195706 members 
Mstep: Class 13 contains 161069 members 
Mstep: Class 14 contains 55761 members 
Mstep: Class 15 contains 27085 members 
Mstep: Class 16 contains 14424 members 
Mstep: Class 17 contains 2180 members 
Mstep: Class 18 contains 125175 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 142532 members 
Mstep: Class 21 contains 143260 members 
Mstep: Class 22 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2265.640625 but Gain 2286.000000
Score: -127961112.000000 Penalty: 43433.996094
Iteration 83Q: 20 clusters Score -1.279611e+08 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 26195 members 
Mstep: Class 3 contains 148991 members 
Mstep: Class 4 contains 42613 members 
Mstep: Class 5 contains 2494 members 
Mstep: Class 7 contains 12400 members 
Mstep: Class 9 contains 54485 members 
Mstep: Class 10 contains 52639 members 
Mstep: Class 11 contains 75052 members 
Mstep: Class 12 contains 194672 members 
Mstep: Class 13 contains 160941 members 
Mstep: Class 14 contains 55120 members 
Mstep: Class 15 contains 26963 members 
Mstep: Class 16 contains 14576 members 
Mstep: Class 17 contains 2188 members 
Mstep: Class 18 contains 125113 members 
Mstep: Class 20 contains 142530 members 
Mstep: Class 21 contains 145209 members 
Mstep: Class 22 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127963080.000000 Penalty: 43433.996094
Iteration 84Q: 20 clusters Score -1.279631e+08 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 26203 members 
Mstep: Class 3 contains 148984 members 
Mstep: Class 4 contains 42463 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 7 contains 12422 members 
Mstep: Class 9 contains 54702 members 
Mstep: Class 10 contains 53584 members 
Mstep: Class 11 contains 74775 members 
Mstep: Class 12 contains 193551 members 
Mstep: Class 13 contains 160682 members 
Mstep: Class 14 contains 54381 members 
Mstep: Class 15 contains 26828 members 
Mstep: Class 16 contains 14711 members 
Mstep: Class 17 contains 2193 members 
Mstep: Class 18 contains 125036 members 
Mstep: Class 20 contains 142374 members 
Mstep: Class 21 contains 146789 members 
Mstep: Class 22 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127964096.000000 Penalty: 43433.996094
Iteration 85Q: 20 clusters Score -1.279641e+08 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 26208 members 
Mstep: Class 3 contains 148925 members 
Mstep: Class 4 contains 42314 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 7 contains 12421 members 
Mstep: Class 9 contains 54856 members 
Mstep: Class 10 contains 54612 members 
Mstep: Class 11 contains 74491 members 
Mstep: Class 12 contains 192489 members 
Mstep: Class 13 contains 160435 members 
Mstep: Class 14 contains 53655 members 
Mstep: Class 15 contains 26740 members 
Mstep: Class 16 contains 14839 members 
Mstep: Class 17 contains 2191 members 
Mstep: Class 18 contains 124951 members 
Mstep: Class 20 contains 142173 members 
Mstep: Class 21 contains 148372 members 
Mstep: Class 22 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127965168.000000 Penalty: 43433.996094
Iteration 86Q: 20 clusters Score -1.279652e+08 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 26203 members 
Mstep: Class 3 contains 148860 members 
Mstep: Class 4 contains 42171 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 7 contains 12436 members 
Mstep: Class 9 contains 54971 members 
Mstep: Class 10 contains 55723 members 
Mstep: Class 11 contains 74190 members 
Mstep: Class 12 contains 191429 members 
Mstep: Class 13 contains 160198 members 
Mstep: Class 14 contains 52922 members 
Mstep: Class 15 contains 26656 members 
Mstep: Class 16 contains 14958 members 
Mstep: Class 17 contains 2196 members 
Mstep: Class 18 contains 124853 members 
Mstep: Class 20 contains 142001 members 
Mstep: Class 21 contains 149892 members 
Mstep: Class 22 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127965560.000000 Penalty: 43433.996094
Iteration 87Q: 20 clusters Score -1.279656e+08 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 26184 members 
Mstep: Class 3 contains 148803 members 
Mstep: Class 4 contains 42067 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 7 contains 12457 members 
Mstep: Class 9 contains 55053 members 
Mstep: Class 10 contains 56873 members 
Mstep: Class 11 contains 73874 members 
Mstep: Class 12 contains 190407 members 
Mstep: Class 13 contains 159982 members 
Mstep: Class 14 contains 52199 members 
Mstep: Class 15 contains 26584 members 
Mstep: Class 16 contains 15068 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 124784 members 
Mstep: Class 20 contains 141813 members 
Mstep: Class 21 contains 151308 members 
Mstep: Class 22 contains 999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127966128.000000 Penalty: 43433.996094
Iteration 88Q: 20 clusters Score -1.279661e+08 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 26173 members 
Mstep: Class 3 contains 148741 members 
Mstep: Class 4 contains 41985 members 
Mstep: Class 5 contains 2499 members 
Mstep: Class 7 contains 12488 members 
Mstep: Class 9 contains 55122 members 
Mstep: Class 10 contains 58092 members 
Mstep: Class 11 contains 73557 members 
Mstep: Class 12 contains 189374 members 
Mstep: Class 13 contains 159757 members 
Mstep: Class 14 contains 51432 members 
Mstep: Class 15 contains 26475 members 
Mstep: Class 16 contains 15168 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 124724 members 
Mstep: Class 20 contains 141680 members 
Mstep: Class 21 contains 152679 members 
Mstep: Class 22 contains 998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127966632.000000 Penalty: 43433.996094
Iteration 89Q: 20 clusters Score -1.279666e+08 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 26150 members 
Mstep: Class 3 contains 148681 members 
Mstep: Class 4 contains 41905 members 
Mstep: Class 5 contains 2499 members 
Mstep: Class 7 contains 12515 members 
Mstep: Class 9 contains 55167 members 
Mstep: Class 10 contains 59380 members 
Mstep: Class 11 contains 73215 members 
Mstep: Class 12 contains 188318 members 
Mstep: Class 13 contains 159480 members 
Mstep: Class 14 contains 50690 members 
Mstep: Class 15 contains 26379 members 
Mstep: Class 16 contains 15269 members 
Mstep: Class 17 contains 2209 members 
Mstep: Class 18 contains 124699 members 
Mstep: Class 20 contains 141563 members 
Mstep: Class 21 contains 154029 members 
Mstep: Class 22 contains 994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127967360.000000 Penalty: 43433.996094
Iteration 90Q: 20 clusters Score -1.279674e+08 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 26129 members 
Mstep: Class 3 contains 148617 members 
Mstep: Class 4 contains 41853 members 
Mstep: Class 5 contains 2500 members 
Mstep: Class 7 contains 12551 members 
Mstep: Class 9 contains 55171 members 
Mstep: Class 10 contains 60681 members 
Mstep: Class 11 contains 72872 members 
Mstep: Class 12 contains 187284 members 
Mstep: Class 13 contains 159225 members 
Mstep: Class 14 contains 49953 members 
Mstep: Class 15 contains 26274 members 
Mstep: Class 16 contains 15351 members 
Mstep: Class 17 contains 2205 members 
Mstep: Class 18 contains 124736 members 
Mstep: Class 20 contains 141451 members 
Mstep: Class 21 contains 155293 members 
Mstep: Class 22 contains 994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127967896.000000 Penalty: 43433.996094
Iteration 91Q: 20 clusters Score -1.279679e+08 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 26093 members 
Mstep: Class 3 contains 148550 members 
Mstep: Class 4 contains 41779 members 
Mstep: Class 5 contains 2501 members 
Mstep: Class 7 contains 12581 members 
Mstep: Class 9 contains 55179 members 
Mstep: Class 10 contains 61995 members 
Mstep: Class 11 contains 72512 members 
Mstep: Class 12 contains 186279 members 
Mstep: Class 13 contains 159042 members 
Mstep: Class 14 contains 49177 members 
Mstep: Class 15 contains 26172 members 
Mstep: Class 16 contains 15441 members 
Mstep: Class 17 contains 2200 members 
Mstep: Class 18 contains 124759 members 
Mstep: Class 20 contains 141364 members 
Mstep: Class 21 contains 156517 members 
Mstep: Class 22 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968264.000000 Penalty: 43433.996094
Iteration 92Q: 20 clusters Score -1.279683e+08 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 26053 members 
Mstep: Class 3 contains 148439 members 
Mstep: Class 4 contains 41722 members 
Mstep: Class 5 contains 2502 members 
Mstep: Class 7 contains 12634 members 
Mstep: Class 9 contains 55189 members 
Mstep: Class 10 contains 63260 members 
Mstep: Class 11 contains 72148 members 
Mstep: Class 12 contains 185326 members 
Mstep: Class 13 contains 158913 members 
Mstep: Class 14 contains 48387 members 
Mstep: Class 15 contains 26068 members 
Mstep: Class 16 contains 15503 members 
Mstep: Class 17 contains 2196 members 
Mstep: Class 18 contains 124834 members 
Mstep: Class 20 contains 141332 members 
Mstep: Class 21 contains 157633 members 
Mstep: Class 22 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127968776.000000 Penalty: 43433.996094
Iteration 93Q: 20 clusters Score -1.279688e+08 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 26025 members 
Mstep: Class 3 contains 148354 members 
Mstep: Class 4 contains 41644 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 7 contains 12691 members 
Mstep: Class 9 contains 55207 members 
Mstep: Class 10 contains 64520 members 
Mstep: Class 11 contains 71809 members 
Mstep: Class 12 contains 184356 members 
Mstep: Class 13 contains 158800 members 
Mstep: Class 14 contains 47619 members 
Mstep: Class 15 contains 25970 members 
Mstep: Class 16 contains 15557 members 
Mstep: Class 17 contains 2190 members 
Mstep: Class 18 contains 124950 members 
Mstep: Class 20 contains 141311 members 
Mstep: Class 21 contains 158625 members 
Mstep: Class 22 contains 994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969120.000000 Penalty: 43433.996094
Iteration 94Q: 20 clusters Score -1.279691e+08 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 26015 members 
Mstep: Class 3 contains 148274 members 
Mstep: Class 4 contains 41576 members 
Mstep: Class 5 contains 2515 members 
Mstep: Class 7 contains 12782 members 
Mstep: Class 9 contains 55255 members 
Mstep: Class 10 contains 65758 members 
Mstep: Class 11 contains 71453 members 
Mstep: Class 12 contains 183444 members 
Mstep: Class 13 contains 158682 members 
Mstep: Class 14 contains 46816 members 
Mstep: Class 15 contains 25896 members 
Mstep: Class 16 contains 15563 members 
Mstep: Class 17 contains 2193 members 
Mstep: Class 18 contains 125084 members 
Mstep: Class 20 contains 141283 members 
Mstep: Class 21 contains 159546 members 
Mstep: Class 22 contains 991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969224.000000 Penalty: 43433.996094
Iteration 95Q: 20 clusters Score -1.279692e+08 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 26003 members 
Mstep: Class 3 contains 148217 members 
Mstep: Class 4 contains 41498 members 
Mstep: Class 5 contains 2528 members 
Mstep: Class 7 contains 12868 members 
Mstep: Class 9 contains 55240 members 
Mstep: Class 10 contains 67003 members 
Mstep: Class 11 contains 71134 members 
Mstep: Class 12 contains 182592 members 
Mstep: Class 13 contains 158542 members 
Mstep: Class 14 contains 45950 members 
Mstep: Class 15 contains 25801 members 
Mstep: Class 16 contains 15573 members 
Mstep: Class 17 contains 2196 members 
Mstep: Class 18 contains 125270 members 
Mstep: Class 20 contains 141320 members 
Mstep: Class 21 contains 160400 members 
Mstep: Class 22 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969464.000000 Penalty: 43433.996094
Iteration 96Q: 20 clusters Score -1.279695e+08 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 25953 members 
Mstep: Class 3 contains 148153 members 
Mstep: Class 4 contains 41461 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 7 contains 12961 members 
Mstep: Class 9 contains 55259 members 
Mstep: Class 10 contains 68260 members 
Mstep: Class 11 contains 70807 members 
Mstep: Class 12 contains 181797 members 
Mstep: Class 13 contains 158453 members 
Mstep: Class 14 contains 45080 members 
Mstep: Class 15 contains 25699 members 
Mstep: Class 16 contains 15580 members 
Mstep: Class 17 contains 2194 members 
Mstep: Class 18 contains 125469 members 
Mstep: Class 20 contains 141321 members 
Mstep: Class 21 contains 161154 members 
Mstep: Class 22 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127969936.000000 Penalty: 43433.996094
Iteration 97Q: 20 clusters Score -1.279699e+08 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 25924 members 
Mstep: Class 3 contains 148052 members 
Mstep: Class 4 contains 41414 members 
Mstep: Class 5 contains 2537 members 
Mstep: Class 7 contains 13054 members 
Mstep: Class 9 contains 55258 members 
Mstep: Class 10 contains 69486 members 
Mstep: Class 11 contains 70505 members 
Mstep: Class 12 contains 181017 members 
Mstep: Class 13 contains 158360 members 
Mstep: Class 14 contains 44264 members 
Mstep: Class 15 contains 25613 members 
Mstep: Class 16 contains 15561 members 
Mstep: Class 17 contains 2189 members 
Mstep: Class 18 contains 125701 members 
Mstep: Class 20 contains 141354 members 
Mstep: Class 21 contains 161847 members 
Mstep: Class 22 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970480.000000 Penalty: 43433.996094
Iteration 98Q: 20 clusters Score -1.279705e+08 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 25874 members 
Mstep: Class 3 contains 147927 members 
Mstep: Class 4 contains 41375 members 
Mstep: Class 5 contains 2540 members 
Mstep: Class 7 contains 13134 members 
Mstep: Class 9 contains 55266 members 
Mstep: Class 10 contains 70681 members 
Mstep: Class 11 contains 70221 members 
Mstep: Class 12 contains 180202 members 
Mstep: Class 13 contains 158316 members 
Mstep: Class 14 contains 43470 members 
Mstep: Class 15 contains 25554 members 
Mstep: Class 16 contains 15538 members 
Mstep: Class 17 contains 2192 members 
Mstep: Class 18 contains 125955 members 
Mstep: Class 20 contains 141429 members 
Mstep: Class 21 contains 162465 members 
Mstep: Class 22 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127970624.000000 Penalty: 43433.996094
Iteration 99Q: 20 clusters Score -1.279706e+08 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 25842 members 
Mstep: Class 3 contains 147806 members 
Mstep: Class 4 contains 41395 members 
Mstep: Class 5 contains 2539 members 
Mstep: Class 7 contains 13236 members 
Mstep: Class 9 contains 55273 members 
Mstep: Class 10 contains 71827 members 
Mstep: Class 11 contains 69922 members 
Mstep: Class 12 contains 179344 members 
Mstep: Class 13 contains 158319 members 
Mstep: Class 14 contains 42710 members 
Mstep: Class 15 contains 25509 members 
Mstep: Class 16 contains 15497 members 
Mstep: Class 17 contains 2192 members 
Mstep: Class 18 contains 126220 members 
Mstep: Class 20 contains 141567 members 
Mstep: Class 21 contains 162946 members 
Mstep: Class 22 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971280.000000 Penalty: 43433.996094
Iteration 100F: 20 clusters Score -1.279713e+08 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 25797 members 
Mstep: Class 3 contains 147685 members 
Mstep: Class 4 contains 41409 members 
Mstep: Class 5 contains 2540 members 
Mstep: Class 7 contains 13345 members 
Mstep: Class 9 contains 55282 members 
Mstep: Class 10 contains 72894 members 
Mstep: Class 11 contains 69683 members 
Mstep: Class 12 contains 178539 members 
Mstep: Class 13 contains 158363 members 
Mstep: Class 14 contains 41931 members 
Mstep: Class 15 contains 25469 members 
Mstep: Class 16 contains 15445 members 
Mstep: Class 17 contains 2195 members 
Mstep: Class 18 contains 126517 members 
Mstep: Class 20 contains 141720 members 
Mstep: Class 21 contains 163333 members 
Mstep: Class 22 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971504.000000 Penalty: 43433.996094
Iteration 101Q: 20 clusters Score -1.279715e+08 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 25740 members 
Mstep: Class 3 contains 147578 members 
Mstep: Class 4 contains 41467 members 
Mstep: Class 5 contains 2538 members 
Mstep: Class 7 contains 13474 members 
Mstep: Class 9 contains 55308 members 
Mstep: Class 10 contains 73869 members 
Mstep: Class 11 contains 69448 members 
Mstep: Class 12 contains 177760 members 
Mstep: Class 13 contains 158441 members 
Mstep: Class 14 contains 41160 members 
Mstep: Class 15 contains 25401 members 
Mstep: Class 16 contains 15365 members 
Mstep: Class 17 contains 2196 members 
Mstep: Class 18 contains 126844 members 
Mstep: Class 20 contains 141911 members 
Mstep: Class 21 contains 163649 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127971712.000000 Penalty: 43433.996094
Iteration 102Q: 20 clusters Score -1.279717e+08 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 25710 members 
Mstep: Class 3 contains 147489 members 
Mstep: Class 4 contains 41507 members 
Mstep: Class 5 contains 2537 members 
Mstep: Class 7 contains 13598 members 
Mstep: Class 9 contains 55339 members 
Mstep: Class 10 contains 74771 members 
Mstep: Class 11 contains 69261 members 
Mstep: Class 12 contains 177007 members 
Mstep: Class 13 contains 158562 members 
Mstep: Class 14 contains 40426 members 
Mstep: Class 15 contains 25331 members 
Mstep: Class 16 contains 15259 members 
Mstep: Class 17 contains 2201 members 
Mstep: Class 18 contains 127119 members 
Mstep: Class 20 contains 142184 members 
Mstep: Class 21 contains 163849 members 
Mstep: Class 22 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127972136.000000 Penalty: 43433.996094
Iteration 103Q: 20 clusters Score -1.279721e+08 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 25683 members 
Mstep: Class 3 contains 147374 members 
Mstep: Class 4 contains 41550 members 
Mstep: Class 5 contains 2539 members 
Mstep: Class 7 contains 13729 members 
Mstep: Class 9 contains 55361 members 
Mstep: Class 10 contains 75625 members 
Mstep: Class 11 contains 69097 members 
Mstep: Class 12 contains 176293 members 
Mstep: Class 13 contains 158651 members 
Mstep: Class 14 contains 39708 members 
Mstep: Class 15 contains 25266 members 
Mstep: Class 16 contains 15143 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 127455 members 
Mstep: Class 20 contains 142479 members 
Mstep: Class 21 contains 163995 members 
Mstep: Class 22 contains 971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127972392.000000 Penalty: 43433.996094
Iteration 104Q: 20 clusters Score -1.279724e+08 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 25658 members 
Mstep: Class 3 contains 147263 members 
Mstep: Class 4 contains 41593 members 
Mstep: Class 5 contains 2541 members 
Mstep: Class 7 contains 13825 members 
Mstep: Class 9 contains 55417 members 
Mstep: Class 10 contains 76501 members 
Mstep: Class 11 contains 68924 members 
Mstep: Class 12 contains 175606 members 
Mstep: Class 13 contains 158757 members 
Mstep: Class 14 contains 38995 members 
Mstep: Class 15 contains 25189 members 
Mstep: Class 16 contains 15041 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 127780 members 
Mstep: Class 20 contains 142814 members 
Mstep: Class 21 contains 164038 members 
Mstep: Class 22 contains 971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127972512.000000 Penalty: 43433.996094
Iteration 105Q: 20 clusters Score -1.279725e+08 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 25622 members 
Mstep: Class 3 contains 147162 members 
Mstep: Class 4 contains 41643 members 
Mstep: Class 5 contains 2545 members 
Mstep: Class 7 contains 13932 members 
Mstep: Class 9 contains 55483 members 
Mstep: Class 10 contains 77253 members 
Mstep: Class 11 contains 68802 members 
Mstep: Class 12 contains 174994 members 
Mstep: Class 13 contains 158868 members 
Mstep: Class 14 contains 38277 members 
Mstep: Class 15 contains 25098 members 
Mstep: Class 16 contains 14931 members 
Mstep: Class 17 contains 2206 members 
Mstep: Class 18 contains 128106 members 
Mstep: Class 20 contains 143162 members 
Mstep: Class 21 contains 164062 members 
Mstep: Class 22 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127972568.000000 Penalty: 43433.996094
Iteration 106Q: 20 clusters Score -1.279726e+08 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 25561 members 
Mstep: Class 3 contains 147065 members 
Mstep: Class 4 contains 41707 members 
Mstep: Class 5 contains 2549 members 
Mstep: Class 7 contains 14031 members 
Mstep: Class 9 contains 55545 members 
Mstep: Class 10 contains 77945 members 
Mstep: Class 11 contains 68709 members 
Mstep: Class 12 contains 174407 members 
Mstep: Class 13 contains 159003 members 
Mstep: Class 14 contains 37553 members 
Mstep: Class 15 contains 25026 members 
Mstep: Class 16 contains 14843 members 
Mstep: Class 17 contains 2205 members 
Mstep: Class 18 contains 128439 members 
Mstep: Class 20 contains 143517 members 
Mstep: Class 21 contains 164038 members 
Mstep: Class 22 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127973280.000000 Penalty: 43433.996094
Iteration 107Q: 20 clusters Score -1.279733e+08 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 25510 members 
Mstep: Class 3 contains 146996 members 
Mstep: Class 4 contains 41780 members 
Mstep: Class 5 contains 2549 members 
Mstep: Class 7 contains 14151 members 
Mstep: Class 9 contains 55607 members 
Mstep: Class 10 contains 78593 members 
Mstep: Class 11 contains 68633 members 
Mstep: Class 12 contains 173799 members 
Mstep: Class 13 contains 159122 members 
Mstep: Class 14 contains 36876 members 
Mstep: Class 15 contains 24987 members 
Mstep: Class 16 contains 14745 members 
Mstep: Class 17 contains 2202 members 
Mstep: Class 18 contains 128743 members 
Mstep: Class 20 contains 143908 members 
Mstep: Class 21 contains 163938 members 
Mstep: Class 22 contains 971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127973488.000000 Penalty: 43433.996094
Iteration 108Q: 20 clusters Score -1.279735e+08 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 25477 members 
Mstep: Class 3 contains 146952 members 
Mstep: Class 4 contains 41866 members 
Mstep: Class 5 contains 2554 members 
Mstep: Class 7 contains 14255 members 
Mstep: Class 9 contains 55702 members 
Mstep: Class 10 contains 79209 members 
Mstep: Class 11 contains 68573 members 
Mstep: Class 12 contains 173205 members 
Mstep: Class 13 contains 159246 members 
Mstep: Class 14 contains 36238 members 
Mstep: Class 15 contains 24940 members 
Mstep: Class 16 contains 14636 members 
Mstep: Class 17 contains 2202 members 
Mstep: Class 18 contains 129001 members 
Mstep: Class 20 contains 144279 members 
Mstep: Class 21 contains 163804 members 
Mstep: Class 22 contains 971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974104.000000 Penalty: 43433.996094
Iteration 109Q: 20 clusters Score -1.279741e+08 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 25437 members 
Mstep: Class 3 contains 146917 members 
Mstep: Class 4 contains 41944 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 7 contains 14370 members 
Mstep: Class 9 contains 55801 members 
Mstep: Class 10 contains 79824 members 
Mstep: Class 11 contains 68516 members 
Mstep: Class 12 contains 172602 members 
Mstep: Class 13 contains 159361 members 
Mstep: Class 14 contains 35628 members 
Mstep: Class 15 contains 24914 members 
Mstep: Class 16 contains 14518 members 
Mstep: Class 17 contains 2200 members 
Mstep: Class 18 contains 129233 members 
Mstep: Class 20 contains 144625 members 
Mstep: Class 21 contains 163691 members 
Mstep: Class 22 contains 970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974272.000000 Penalty: 43433.996094
Iteration 110Q: 20 clusters Score -1.279743e+08 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 25394 members 
Mstep: Class 3 contains 146847 members 
Mstep: Class 4 contains 42028 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 7 contains 14499 members 
Mstep: Class 9 contains 55897 members 
Mstep: Class 10 contains 80397 members 
Mstep: Class 11 contains 68466 members 
Mstep: Class 12 contains 171986 members 
Mstep: Class 13 contains 159481 members 
Mstep: Class 14 contains 35047 members 
Mstep: Class 15 contains 24895 members 
Mstep: Class 16 contains 14398 members 
Mstep: Class 17 contains 2202 members 
Mstep: Class 18 contains 129499 members 
Mstep: Class 20 contains 144991 members 
Mstep: Class 21 contains 163552 members 
Mstep: Class 22 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974328.000000 Penalty: 43433.996094
Iteration 111Q: 20 clusters Score -1.279743e+08 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 25359 members 
Mstep: Class 3 contains 146792 members 
Mstep: Class 4 contains 42123 members 
Mstep: Class 5 contains 2566 members 
Mstep: Class 7 contains 14637 members 
Mstep: Class 9 contains 56014 members 
Mstep: Class 10 contains 80908 members 
Mstep: Class 11 contains 68408 members 
Mstep: Class 12 contains 171386 members 
Mstep: Class 13 contains 159613 members 
Mstep: Class 14 contains 34498 members 
Mstep: Class 15 contains 24857 members 
Mstep: Class 16 contains 14277 members 
Mstep: Class 17 contains 2198 members 
Mstep: Class 18 contains 129793 members 
Mstep: Class 20 contains 145292 members 
Mstep: Class 21 contains 163418 members 
Mstep: Class 22 contains 964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974168.000000 Penalty: 43433.996094
Iteration 112Q: 20 clusters Score -1.279742e+08 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 25289 members 
Mstep: Class 3 contains 146709 members 
Mstep: Class 4 contains 42204 members 
Mstep: Class 5 contains 2570 members 
Mstep: Class 7 contains 14762 members 
Mstep: Class 9 contains 56136 members 
Mstep: Class 10 contains 81324 members 
Mstep: Class 11 contains 68386 members 
Mstep: Class 12 contains 170837 members 
Mstep: Class 13 contains 159776 members 
Mstep: Class 14 contains 33985 members 
Mstep: Class 15 contains 24834 members 
Mstep: Class 16 contains 14189 members 
Mstep: Class 17 contains 2201 members 
Mstep: Class 18 contains 130079 members 
Mstep: Class 20 contains 145530 members 
Mstep: Class 21 contains 163326 members 
Mstep: Class 22 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127973888.000000 Penalty: 43433.996094
Iteration 113Q: 20 clusters Score -1.279739e+08 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 25204 members 
Mstep: Class 3 contains 146611 members 
Mstep: Class 4 contains 42286 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 7 contains 14894 members 
Mstep: Class 9 contains 56261 members 
Mstep: Class 10 contains 81677 members 
Mstep: Class 11 contains 68374 members 
Mstep: Class 12 contains 170341 members 
Mstep: Class 13 contains 159955 members 
Mstep: Class 14 contains 33488 members 
Mstep: Class 15 contains 24833 members 
Mstep: Class 16 contains 14115 members 
Mstep: Class 17 contains 2203 members 
Mstep: Class 18 contains 130333 members 
Mstep: Class 20 contains 145759 members 
Mstep: Class 21 contains 163219 members 
Mstep: Class 22 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127973736.000000 Penalty: 43433.996094
Iteration 114Q: 20 clusters Score -1.279737e+08 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 25120 members 
Mstep: Class 3 contains 146531 members 
Mstep: Class 4 contains 42402 members 
Mstep: Class 5 contains 2582 members 
Mstep: Class 7 contains 15038 members 
Mstep: Class 9 contains 56381 members 
Mstep: Class 10 contains 82022 members 
Mstep: Class 11 contains 68375 members 
Mstep: Class 12 contains 169848 members 
Mstep: Class 13 contains 160125 members 
Mstep: Class 14 contains 33004 members 
Mstep: Class 15 contains 24810 members 
Mstep: Class 16 contains 14042 members 
Mstep: Class 17 contains 2203 members 
Mstep: Class 18 contains 130614 members 
Mstep: Class 20 contains 145992 members 
Mstep: Class 21 contains 163031 members 
Mstep: Class 22 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974232.000000 Penalty: 43433.996094
Iteration 115Q: 20 clusters Score -1.279742e+08 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 25035 members 
Mstep: Class 3 contains 146475 members 
Mstep: Class 4 contains 42528 members 
Mstep: Class 5 contains 2586 members 
Mstep: Class 7 contains 15168 members 
Mstep: Class 9 contains 56515 members 
Mstep: Class 10 contains 82281 members 
Mstep: Class 11 contains 68378 members 
Mstep: Class 12 contains 169425 members 
Mstep: Class 13 contains 160279 members 
Mstep: Class 14 contains 32527 members 
Mstep: Class 15 contains 24790 members 
Mstep: Class 16 contains 13984 members 
Mstep: Class 17 contains 2206 members 
Mstep: Class 18 contains 130878 members 
Mstep: Class 20 contains 146193 members 
Mstep: Class 21 contains 162876 members 
Mstep: Class 22 contains 959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974440.000000 Penalty: 43433.996094
Iteration 116Q: 20 clusters Score -1.279744e+08 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 24965 members 
Mstep: Class 3 contains 146450 members 
Mstep: Class 4 contains 42640 members 
Mstep: Class 5 contains 2590 members 
Mstep: Class 7 contains 15290 members 
Mstep: Class 9 contains 56630 members 
Mstep: Class 10 contains 82497 members 
Mstep: Class 11 contains 68387 members 
Mstep: Class 12 contains 169046 members 
Mstep: Class 13 contains 160416 members 
Mstep: Class 14 contains 32046 members 
Mstep: Class 15 contains 24781 members 
Mstep: Class 16 contains 13937 members 
Mstep: Class 17 contains 2208 members 
Mstep: Class 18 contains 131114 members 
Mstep: Class 20 contains 146406 members 
Mstep: Class 21 contains 162721 members 
Mstep: Class 22 contains 959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974528.000000 Penalty: 43433.996094
Iteration 117Q: 20 clusters Score -1.279745e+08 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 24901 members 
Mstep: Class 3 contains 146431 members 
Mstep: Class 4 contains 42739 members 
Mstep: Class 5 contains 2595 members 
Mstep: Class 7 contains 15399 members 
Mstep: Class 9 contains 56740 members 
Mstep: Class 10 contains 82649 members 
Mstep: Class 11 contains 68424 members 
Mstep: Class 12 contains 168715 members 
Mstep: Class 13 contains 160554 members 
Mstep: Class 14 contains 31585 members 
Mstep: Class 15 contains 24777 members 
Mstep: Class 16 contains 13890 members 
Mstep: Class 17 contains 2210 members 
Mstep: Class 18 contains 131338 members 
Mstep: Class 20 contains 146608 members 
Mstep: Class 21 contains 162569 members 
Mstep: Class 22 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974616.000000 Penalty: 43433.996094
Iteration 118Q: 20 clusters Score -1.279746e+08 nChanged 2563
Entering ConstructFrom: 
Score: -127974616.000000 Penalty: 43433.996094
Entering ConstructFrom: 
Trying to split cluster 1 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -345082.593750 Penalty: 1336.164917
	Iteration 0F: 2 clusters Score -345082.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -341955.593750 Penalty: 2672.329834
	Iteration 0F: 3 clusters Score -341955.6 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -342906.375000 Penalty: 2672.329834
	Iteration 1F: 3 clusters Score -342906.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -343157.437500 Penalty: 2672.329834
	Iteration 2F: 3 clusters Score -343157.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -343352.281250 Penalty: 2672.329834
	Iteration 3F: 3 clusters Score -343352.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -343543.437500 Penalty: 2672.329834
	Iteration 4F: 3 clusters Score -343543.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -343698.375000 Penalty: 2672.329834
	Iteration 5F: 3 clusters Score -343698.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -343826.312500 Penalty: 2672.329834
	Iteration 6Q: 3 clusters Score -343826.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -343929.093750 Penalty: 2672.329834
	Iteration 7Q: 3 clusters Score -343929.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -344040.812500 Penalty: 2672.329834
	Iteration 8Q: 3 clusters Score -344040.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -344169.250000 Penalty: 2672.329834
	Iteration 9Q: 3 clusters Score -344169.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -344300.312500 Penalty: 2672.329834
	Iteration 10Q: 3 clusters Score -344300.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -344393.750000 Penalty: 2672.329834
	Iteration 11Q: 3 clusters Score -344393.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -344448.843750 Penalty: 2672.329834
	Iteration 12Q: 3 clusters Score -344448.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -344475.906250 Penalty: 2672.329834
	Iteration 13Q: 3 clusters Score -344475.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -344497.906250 Penalty: 2672.329834
	Iteration 14Q: 3 clusters Score -344497.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -344513.718750 Penalty: 2672.329834
	Iteration 15Q: 3 clusters Score -344513.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -344528.593750 Penalty: 2672.329834
	Iteration 16Q: 3 clusters Score -344528.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -344533.750000 Penalty: 2672.329834
	Iteration 17Q: 3 clusters Score -344533.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -344536.000000 Penalty: 2672.329834
	Iteration 18Q: 3 clusters Score -344536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -344537.093750 Penalty: 2672.329834
	Iteration 19Q: 3 clusters Score -344537.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -344541.062500 Penalty: 2672.329834
	Iteration 20F: 3 clusters Score -344541.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -344556.125000 Penalty: 2672.329834
	Iteration 21Q: 3 clusters Score -344556.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -344560.437500 Penalty: 2672.329834
	Iteration 22Q: 3 clusters Score -344560.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -344563.312500 Penalty: 2672.329834
	Iteration 23Q: 3 clusters Score -344563.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -344563.093750 Penalty: 2672.329834
	Iteration 24Q: 3 clusters Score -344563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -344564.312500 Penalty: 2672.329834
	Iteration 25Q: 3 clusters Score -344564.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -344564.312500 Penalty: 2672.329834
	Iteration 26F: 3 clusters Score -344564.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Entering Unmasked Estep 
Score: -2415994.500000 Penalty: 1644.494995
	Iteration 0F: 2 clusters Score -2415994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2399112.250000 Penalty: 3288.989990
	Iteration 0F: 3 clusters Score -2399112 nChanged 11397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2405366.750000 Penalty: 3288.989990
	Iteration 1F: 3 clusters Score -2405367 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2405671.500000 Penalty: 3288.989990
	Iteration 2Q: 3 clusters Score -2405672 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2405935.000000 Penalty: 3288.989990
	Iteration 3Q: 3 clusters Score -2405935 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2406255.000000 Penalty: 3288.989990
	Iteration 4Q: 3 clusters Score -2406255 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2406617.000000 Penalty: 3288.989990
	Iteration 5Q: 3 clusters Score -2406617 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2407060.250000 Penalty: 3288.989990
	Iteration 6Q: 3 clusters Score -2407060 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2407580.250000 Penalty: 3288.989990
	Iteration 7Q: 3 clusters Score -2407580 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2408232.000000 Penalty: 3288.989990
	Iteration 8F: 3 clusters Score -2408232 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2408978.250000 Penalty: 3288.989990
	Iteration 9F: 3 clusters Score -2408978 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2409843.750000 Penalty: 3288.989990
	Iteration 10F: 3 clusters Score -2409844 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2410745.500000 Penalty: 3288.989990
	Iteration 11F: 3 clusters Score -2410746 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2411650.750000 Penalty: 3288.989990
	Iteration 12Q: 3 clusters Score -2411651 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2412533.750000 Penalty: 3288.989990
	Iteration 13Q: 3 clusters Score -2412534 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2413291.500000 Penalty: 3288.989990
	Iteration 14Q: 3 clusters Score -2413292 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2413836.250000 Penalty: 3288.989990
	Iteration 15Q: 3 clusters Score -2413836 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -2414112.250000 Penalty: 3288.989990
	Iteration 16Q: 3 clusters Score -2414112 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -2414341.500000 Penalty: 3288.989990
	Iteration 17Q: 3 clusters Score -2414342 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -2414484.250000 Penalty: 3288.989990
	Iteration 18Q: 3 clusters Score -2414484 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2414571.000000 Penalty: 3288.989990
	Iteration 19Q: 3 clusters Score -2414571 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -2414634.750000 Penalty: 3288.989990
	Iteration 20F: 3 clusters Score -2414635 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2414679.500000 Penalty: 3288.989990
	Iteration 21Q: 3 clusters Score -2414680 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -2414710.250000 Penalty: 3288.989990
	Iteration 22Q: 3 clusters Score -2414710 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -2414746.750000 Penalty: 3288.989990
	Iteration 23Q: 3 clusters Score -2414747 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -2414773.000000 Penalty: 3288.989990
	Iteration 24Q: 3 clusters Score -2414773 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2414781.500000 Penalty: 3288.989990
	Iteration 25Q: 3 clusters Score -2414782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -2414795.000000 Penalty: 3288.989990
	Iteration 26Q: 3 clusters Score -2414795 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -2414798.000000 Penalty: 3288.989990
	Iteration 27Q: 3 clusters Score -2414798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -2414804.750000 Penalty: 3288.989990
	Iteration 28Q: 3 clusters Score -2414805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -2414810.250000 Penalty: 3288.989990
	Iteration 29Q: 3 clusters Score -2414810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2414818.250000 Penalty: 3288.989990
	Iteration 30Q: 3 clusters Score -2414818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -2414819.500000 Penalty: 3288.989990
	Iteration 31Q: 3 clusters Score -2414820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -2414822.000000 Penalty: 3288.989990
	Iteration 32Q: 3 clusters Score -2414822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -2414826.500000 Penalty: 3288.989990
	Iteration 33Q: 3 clusters Score -2414826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -2414827.250000 Penalty: 3288.989990
	Iteration 34Q: 3 clusters Score -2414827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -2414832.750000 Penalty: 3288.989990
	Iteration 35Q: 3 clusters Score -2414833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2414833.750000 Penalty: 3288.989990
	Iteration 36Q: 3 clusters Score -2414834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -2414839.250000 Penalty: 3288.989990
	Iteration 37Q: 3 clusters Score -2414839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2414836.750000 Penalty: 3288.989990
	Iteration 38Q: 3 clusters Score -2414837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -2414842.000000 Penalty: 3288.989990
	Iteration 39Q: 3 clusters Score -2414842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2414847.000000 Penalty: 3288.989990
	Iteration 40F: 3 clusters Score -2414847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -2414847.250000 Penalty: 3288.989990
	Iteration 41Q: 3 clusters Score -2414847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -2414849.500000 Penalty: 3288.989990
	Iteration 42Q: 3 clusters Score -2414850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2414849.250000 Penalty: 3288.989990
	Iteration 43Q: 3 clusters Score -2414849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -2414853.750000 Penalty: 3288.989990
	Iteration 44Q: 3 clusters Score -2414854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -2414861.000000 Penalty: 3288.989990
	Iteration 45Q: 3 clusters Score -2414861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -2414867.500000 Penalty: 3288.989990
	Iteration 46Q: 3 clusters Score -2414868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -2414862.750000 Penalty: 3288.989990
	Iteration 47Q: 3 clusters Score -2414863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -2414868.000000 Penalty: 3288.989990
	Iteration 48Q: 3 clusters Score -2414868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2414868.500000 Penalty: 3288.989990
	Iteration 49Q: 3 clusters Score -2414868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -2414874.000000 Penalty: 3288.989990
	Iteration 50Q: 3 clusters Score -2414874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -2414879.500000 Penalty: 3288.989990
	Iteration 51Q: 3 clusters Score -2414880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -2414882.750000 Penalty: 3288.989990
	Iteration 52Q: 3 clusters Score -2414883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -2414889.250000 Penalty: 3288.989990
	Iteration 53Q: 3 clusters Score -2414889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -2414891.250000 Penalty: 3288.989990
	Iteration 54Q: 3 clusters Score -2414891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -2414895.750000 Penalty: 3288.989990
	Iteration 55Q: 3 clusters Score -2414896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -2414896.500000 Penalty: 3288.989990
	Iteration 56Q: 3 clusters Score -2414896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -2414895.750000 Penalty: 3288.989990
	Iteration 57Q: 3 clusters Score -2414896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -2414896.500000 Penalty: 3288.989990
	Iteration 58Q: 3 clusters Score -2414896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -2414898.500000 Penalty: 3288.989990
	Iteration 59Q: 3 clusters Score -2414898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -2414897.750000 Penalty: 3288.989990
	Iteration 60F: 3 clusters Score -2414898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -2414899.000000 Penalty: 3288.989990
	Iteration 61Q: 3 clusters Score -2414899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -2414899.500000 Penalty: 3288.989990
	Iteration 62Q: 3 clusters Score -2414900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -2414898.000000 Penalty: 3288.989990
	Iteration 63Q: 3 clusters Score -2414898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -2414900.000000 Penalty: 3288.989990
	Iteration 64Q: 3 clusters Score -2414900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -2414897.750000 Penalty: 3288.989990
	Iteration 65Q: 3 clusters Score -2414898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -2414896.250000 Penalty: 3288.989990
	Iteration 66Q: 3 clusters Score -2414896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -2414896.000000 Penalty: 3288.989990
	Iteration 67Q: 3 clusters Score -2414896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -2414896.500000 Penalty: 3288.989990
	Iteration 68Q: 3 clusters Score -2414896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -2414897.250000 Penalty: 3288.989990
	Iteration 69Q: 3 clusters Score -2414897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -2414900.250000 Penalty: 3288.989990
	Iteration 70Q: 3 clusters Score -2414900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2414900.250000 Penalty: 3288.989990
	Iteration 71Q: 3 clusters Score -2414900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -2414901.500000 Penalty: 3288.989990
	Iteration 72Q: 3 clusters Score -2414902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -2414900.500000 Penalty: 3288.989990
	Iteration 73Q: 3 clusters Score -2414900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -2414900.750000 Penalty: 3288.989990
	Iteration 74Q: 3 clusters Score -2414901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -2414899.500000 Penalty: 3288.989990
	Iteration 75Q: 3 clusters Score -2414900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -2414902.750000 Penalty: 3288.989990
	Iteration 76Q: 3 clusters Score -2414903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -2414902.500000 Penalty: 3288.989990
	Iteration 77Q: 3 clusters Score -2414902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -2414907.250000 Penalty: 3288.989990
	Iteration 78Q: 3 clusters Score -2414907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -2414903.750000 Penalty: 3288.989990
	Iteration 79Q: 3 clusters Score -2414904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -2414906.500000 Penalty: 3288.989990
	Iteration 80F: 3 clusters Score -2414906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -2414904.500000 Penalty: 3288.989990
	Iteration 81Q: 3 clusters Score -2414904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -2414905.500000 Penalty: 3288.989990
	Iteration 82Q: 3 clusters Score -2414906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -2414904.500000 Penalty: 3288.989990
	Iteration 83Q: 3 clusters Score -2414904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -2414906.750000 Penalty: 3288.989990
	Iteration 84Q: 3 clusters Score -2414907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -2414907.500000 Penalty: 3288.989990
	Iteration 85Q: 3 clusters Score -2414908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -2414908.500000 Penalty: 3288.989990
	Iteration 86Q: 3 clusters Score -2414908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -2414908.500000 Penalty: 3288.989990
	Iteration 87F: 3 clusters Score -2414908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (146405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146405 members 
Entering Unmasked Estep 
Score: -14952091.000000 Penalty: 1932.796387
	Iteration 0F: 2 clusters Score -1.495209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73213 members 
Mstep: Class 2 contains 73192 members 
Entering Unmasked Estep 
Score: -14855833.000000 Penalty: 3865.592773
	Iteration 0F: 3 clusters Score -1.485583e+07 nChanged 70412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71139 members 
Mstep: Class 2 contains 75266 members 
Entering Unmasked Estep 
Score: -14897779.000000 Penalty: 3865.592773
	Iteration 1F: 3 clusters Score -1.489778e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69128 members 
Mstep: Class 2 contains 77277 members 
Entering Unmasked Estep 
Score: -14899853.000000 Penalty: 3865.592773
	Iteration 2Q: 3 clusters Score -1.489985e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65659 members 
Mstep: Class 2 contains 80746 members 
Entering Unmasked Estep 
Score: -14903359.000000 Penalty: 3865.592773
	Iteration 3F: 3 clusters Score -1.490336e+07 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60622 members 
Mstep: Class 2 contains 85783 members 
Entering Unmasked Estep 
Score: -14908895.000000 Penalty: 3865.592773
	Iteration 4F: 3 clusters Score -1.49089e+07 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 92137 members 
Entering Unmasked Estep 
Score: -14915976.000000 Penalty: 3865.592773
	Iteration 5F: 3 clusters Score -1.491598e+07 nChanged 10839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 99088 members 
Entering Unmasked Estep 
Score: -14923126.000000 Penalty: 3865.592773
	Iteration 6F: 3 clusters Score -1.492313e+07 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 106209 members 
Entering Unmasked Estep 
Score: -14929057.000000 Penalty: 3865.592773
	Iteration 7F: 3 clusters Score -1.492906e+07 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 113083 members 
Entering Unmasked Estep 
Score: -14934288.000000 Penalty: 3865.592773
	Iteration 8F: 3 clusters Score -1.493429e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 119419 members 
Entering Unmasked Estep 
Score: -14938721.000000 Penalty: 3865.592773
	Iteration 9Q: 3 clusters Score -1.493872e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 125021 members 
Entering Unmasked Estep 
Score: -14942295.000000 Penalty: 3865.592773
	Iteration 10Q: 3 clusters Score -1.49423e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 129526 members 
Entering Unmasked Estep 
Score: -14945053.000000 Penalty: 3865.592773
	Iteration 11Q: 3 clusters Score -1.494505e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 133028 members 
Entering Unmasked Estep 
Score: -14947042.000000 Penalty: 3865.592773
	Iteration 12Q: 3 clusters Score -1.494704e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 135686 members 
Entering Unmasked Estep 
Score: -14948399.000000 Penalty: 3865.592773
	Iteration 13Q: 3 clusters Score -1.49484e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 137652 members 
Entering Unmasked Estep 
Score: -14949252.000000 Penalty: 3865.592773
	Iteration 14Q: 3 clusters Score -1.494925e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 139212 members 
Entering Unmasked Estep 
Score: -14949890.000000 Penalty: 3865.592773
	Iteration 15Q: 3 clusters Score -1.494989e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 140435 members 
Entering Unmasked Estep 
Score: -14950278.000000 Penalty: 3865.592773
	Iteration 16Q: 3 clusters Score -1.495028e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 141390 members 
Entering Unmasked Estep 
Score: -14950493.000000 Penalty: 3865.592773
	Iteration 17Q: 3 clusters Score -1.495049e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 142133 members 
Entering Unmasked Estep 
Score: -14950711.000000 Penalty: 3865.592773
	Iteration 18Q: 3 clusters Score -1.495071e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 142737 members 
Entering Unmasked Estep 
Score: -14950912.000000 Penalty: 3865.592773
	Iteration 19Q: 3 clusters Score -1.495091e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 143236 members 
Entering Unmasked Estep 
Score: -14951073.000000 Penalty: 3865.592773
	Iteration 20F: 3 clusters Score -1.495107e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 143624 members 
Entering Unmasked Estep 
Score: -14951185.000000 Penalty: 3865.592773
	Iteration 21Q: 3 clusters Score -1.495118e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 143915 members 
Entering Unmasked Estep 
Score: -14951238.000000 Penalty: 3865.592773
	Iteration 22Q: 3 clusters Score -1.495124e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 144109 members 
Entering Unmasked Estep 
Score: -14951280.000000 Penalty: 3865.592773
	Iteration 23Q: 3 clusters Score -1.495128e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 144277 members 
Entering Unmasked Estep 
Score: -14951289.000000 Penalty: 3865.592773
	Iteration 24Q: 3 clusters Score -1.495129e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 144413 members 
Entering Unmasked Estep 
Score: -14951357.000000 Penalty: 3865.592773
	Iteration 25Q: 3 clusters Score -1.495136e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 144514 members 
Entering Unmasked Estep 
Score: -14951401.000000 Penalty: 3865.592773
	Iteration 26Q: 3 clusters Score -1.49514e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 144592 members 
Entering Unmasked Estep 
Score: -14951462.000000 Penalty: 3865.592773
	Iteration 27Q: 3 clusters Score -1.495146e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 144645 members 
Entering Unmasked Estep 
Score: -14951462.000000 Penalty: 3865.592773
	Iteration 28Q: 3 clusters Score -1.495146e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 144696 members 
Entering Unmasked Estep 
Score: -14951473.000000 Penalty: 3865.592773
	Iteration 29Q: 3 clusters Score -1.495147e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 144736 members 
Entering Unmasked Estep 
Score: -14951492.000000 Penalty: 3865.592773
	Iteration 30Q: 3 clusters Score -1.495149e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 144781 members 
Entering Unmasked Estep 
Score: -14951470.000000 Penalty: 3865.592773
	Iteration 31Q: 3 clusters Score -1.495147e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 144815 members 
Entering Unmasked Estep 
Score: -14951507.000000 Penalty: 3865.592773
	Iteration 32Q: 3 clusters Score -1.495151e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 144843 members 
Entering Unmasked Estep 
Score: -14951516.000000 Penalty: 3865.592773
	Iteration 33Q: 3 clusters Score -1.495152e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 144872 members 
Entering Unmasked Estep 
Score: -14951535.000000 Penalty: 3865.592773
	Iteration 34Q: 3 clusters Score -1.495154e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 144898 members 
Entering Unmasked Estep 
Score: -14951541.000000 Penalty: 3865.592773
	Iteration 35Q: 3 clusters Score -1.495154e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 144914 members 
Entering Unmasked Estep 
Score: -14951563.000000 Penalty: 3865.592773
	Iteration 36Q: 3 clusters Score -1.495156e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 144930 members 
Entering Unmasked Estep 
Score: -14951590.000000 Penalty: 3865.592773
	Iteration 37Q: 3 clusters Score -1.495159e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 144942 members 
Entering Unmasked Estep 
Score: -14951605.000000 Penalty: 3865.592773
	Iteration 38Q: 3 clusters Score -1.49516e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 144956 members 
Entering Unmasked Estep 
Score: -14951608.000000 Penalty: 3865.592773
	Iteration 39Q: 3 clusters Score -1.495161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 144963 members 
Entering Unmasked Estep 
Score: -14951609.000000 Penalty: 3865.592773
	Iteration 40F: 3 clusters Score -1.495161e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 144964 members 
Entering Unmasked Estep 
Score: -14951617.000000 Penalty: 3865.592773
	Iteration 41Q: 3 clusters Score -1.495162e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 144962 members 
Entering Unmasked Estep 
Score: -14951611.000000 Penalty: 3865.592773
	Iteration 42Q: 3 clusters Score -1.495161e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 144969 members 
Entering Unmasked Estep 
Score: -14951605.000000 Penalty: 3865.592773
	Iteration 43Q: 3 clusters Score -1.49516e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 144976 members 
Entering Unmasked Estep 
Score: -14951631.000000 Penalty: 3865.592773
	Iteration 44Q: 3 clusters Score -1.495163e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 144978 members 
Entering Unmasked Estep 
Score: -14951633.000000 Penalty: 3865.592773
	Iteration 45Q: 3 clusters Score -1.495163e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 144976 members 
Entering Unmasked Estep 
Score: -14951644.000000 Penalty: 3865.592773
	Iteration 46Q: 3 clusters Score -1.495164e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 144974 members 
Entering Unmasked Estep 
Score: -14951625.000000 Penalty: 3865.592773
	Iteration 47Q: 3 clusters Score -1.495162e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 144970 members 
Entering Unmasked Estep 
Score: -14951644.000000 Penalty: 3865.592773
	Iteration 48Q: 3 clusters Score -1.495164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 144970 members 
Entering Unmasked Estep 
Score: -14951617.000000 Penalty: 3865.592773
	Iteration 49Q: 3 clusters Score -1.495162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 144976 members 
Entering Unmasked Estep 
Score: -14951634.000000 Penalty: 3865.592773
	Iteration 50Q: 3 clusters Score -1.495163e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 144982 members 
Entering Unmasked Estep 
Score: -14951626.000000 Penalty: 3865.592773
	Iteration 51Q: 3 clusters Score -1.495163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 144979 members 
Entering Unmasked Estep 
Score: -14951646.000000 Penalty: 3865.592773
	Iteration 52Q: 3 clusters Score -1.495165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 144972 members 
Entering Unmasked Estep 
Score: -14951637.000000 Penalty: 3865.592773
	Iteration 53Q: 3 clusters Score -1.495164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 144967 members 
Entering Unmasked Estep 
Score: -14951647.000000 Penalty: 3865.592773
	Iteration 54Q: 3 clusters Score -1.495165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 144964 members 
Entering Unmasked Estep 
Score: -14951654.000000 Penalty: 3865.592773
	Iteration 55Q: 3 clusters Score -1.495165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 144960 members 
Entering Unmasked Estep 
Score: -14951659.000000 Penalty: 3865.592773
	Iteration 56Q: 3 clusters Score -1.495166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 144957 members 
Entering Unmasked Estep 
Score: -14951663.000000 Penalty: 3865.592773
	Iteration 57Q: 3 clusters Score -1.495166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 144955 members 
Entering Unmasked Estep 
Score: -14951656.000000 Penalty: 3865.592773
	Iteration 58Q: 3 clusters Score -1.495166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 144955 members 
Entering Unmasked Estep 
Score: -14951663.000000 Penalty: 3865.592773
	Iteration 59Q: 3 clusters Score -1.495166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 144954 members 
Entering Unmasked Estep 
Score: -14951668.000000 Penalty: 3865.592773
	Iteration 60F: 3 clusters Score -1.495167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 144951 members 
Entering Unmasked Estep 
Score: -14951665.000000 Penalty: 3865.592773
	Iteration 61Q: 3 clusters Score -1.495166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 144950 members 
Entering Unmasked Estep 
Score: -14951660.000000 Penalty: 3865.592773
	Iteration 62Q: 3 clusters Score -1.495166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 144948 members 
Entering Unmasked Estep 
Score: -14951662.000000 Penalty: 3865.592773
	Iteration 63Q: 3 clusters Score -1.495166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 144947 members 
Entering Unmasked Estep 
Score: -14951670.000000 Penalty: 3865.592773
	Iteration 64Q: 3 clusters Score -1.495167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 144942 members 
Entering Unmasked Estep 
Score: -14951680.000000 Penalty: 3865.592773
	Iteration 65Q: 3 clusters Score -1.495168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 144940 members 
Entering Unmasked Estep 
Score: -14951675.000000 Penalty: 3865.592773
	Iteration 66Q: 3 clusters Score -1.495168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 144938 members 
Entering Unmasked Estep 
Score: -14951679.000000 Penalty: 3865.592773
	Iteration 67Q: 3 clusters Score -1.495168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 144938 members 
Entering Unmasked Estep 
Score: -14951690.000000 Penalty: 3865.592773
	Iteration 68Q: 3 clusters Score -1.495169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 144934 members 
Entering Unmasked Estep 
Score: -14951679.000000 Penalty: 3865.592773
	Iteration 69Q: 3 clusters Score -1.495168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 144933 members 
Entering Unmasked Estep 
Score: -14951681.000000 Penalty: 3865.592773
	Iteration 70Q: 3 clusters Score -1.495168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 144934 members 
Entering Unmasked Estep 
Score: -14951678.000000 Penalty: 3865.592773
	Iteration 71Q: 3 clusters Score -1.495168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 144934 members 
Entering Unmasked Estep 
Score: -14951680.000000 Penalty: 3865.592773
	Iteration 72Q: 3 clusters Score -1.495168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 144934 members 
Entering Unmasked Estep 
Score: -14951678.000000 Penalty: 3865.592773
	Iteration 73Q: 3 clusters Score -1.495168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 144935 members 
Entering Unmasked Estep 
Score: -14951676.000000 Penalty: 3865.592773
	Iteration 74Q: 3 clusters Score -1.495168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 144933 members 
Entering Unmasked Estep 
Score: -14951684.000000 Penalty: 3865.592773
	Iteration 75Q: 3 clusters Score -1.495168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 144927 members 
Entering Unmasked Estep 
Score: -14951695.000000 Penalty: 3865.592773
	Iteration 76Q: 3 clusters Score -1.49517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 144927 members 
Entering Unmasked Estep 
Score: -14951697.000000 Penalty: 3865.592773
	Iteration 77Q: 3 clusters Score -1.49517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 144925 members 
Entering Unmasked Estep 
Score: -14951694.000000 Penalty: 3865.592773
	Iteration 78Q: 3 clusters Score -1.495169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 144926 members 
Entering Unmasked Estep 
Score: -14951692.000000 Penalty: 3865.592773
	Iteration 79Q: 3 clusters Score -1.495169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 144928 members 
Entering Unmasked Estep 
Score: -14951696.000000 Penalty: 3865.592773
	Iteration 80F: 3 clusters Score -1.49517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 144930 members 
Entering Unmasked Estep 
Score: -14951704.000000 Penalty: 3865.592773
	Iteration 81Q: 3 clusters Score -1.49517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 144930 members 
Entering Unmasked Estep 
Score: -14951703.000000 Penalty: 3865.592773
	Iteration 82Q: 3 clusters Score -1.49517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 144930 members 
Entering Unmasked Estep 
Score: -14951703.000000 Penalty: 3865.592773
	Iteration 83F: 3 clusters Score -1.49517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Entering Unmasked Estep 
Score: -4361328.500000 Penalty: 1733.107178
	Iteration 0F: 2 clusters Score -4361328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -4332664.500000 Penalty: 3466.214355
	Iteration 0F: 3 clusters Score -4332664 nChanged 20087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -4344158.500000 Penalty: 3466.214355
	Iteration 1F: 3 clusters Score -4344158 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -4345099.000000 Penalty: 3466.214355
	Iteration 2F: 3 clusters Score -4345099 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -4346379.000000 Penalty: 3466.214355
	Iteration 3F: 3 clusters Score -4346379 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -4348219.000000 Penalty: 3466.214355
	Iteration 4F: 3 clusters Score -4348219 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -4350894.500000 Penalty: 3466.214355
	Iteration 5F: 3 clusters Score -4350894 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -4353997.000000 Penalty: 3466.214355
	Iteration 6F: 3 clusters Score -4353997 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -4356601.000000 Penalty: 3466.214355
	Iteration 7F: 3 clusters Score -4356601 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4358221.000000 Penalty: 3466.214355
	Iteration 8Q: 3 clusters Score -4358221 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4358983.000000 Penalty: 3466.214355
	Iteration 9Q: 3 clusters Score -4358983 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4359412.000000 Penalty: 3466.214355
	Iteration 10Q: 3 clusters Score -4359412 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4359577.500000 Penalty: 3466.214355
	Iteration 11Q: 3 clusters Score -4359578 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4359657.000000 Penalty: 3466.214355
	Iteration 12Q: 3 clusters Score -4359657 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4359703.500000 Penalty: 3466.214355
	Iteration 13Q: 3 clusters Score -4359704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4359715.500000 Penalty: 3466.214355
	Iteration 14Q: 3 clusters Score -4359716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4359734.000000 Penalty: 3466.214355
	Iteration 15Q: 3 clusters Score -4359734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4359746.500000 Penalty: 3466.214355
	Iteration 16Q: 3 clusters Score -4359746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4359760.500000 Penalty: 3466.214355
	Iteration 17Q: 3 clusters Score -4359760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4359764.000000 Penalty: 3466.214355
	Iteration 18Q: 3 clusters Score -4359764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4359767.000000 Penalty: 3466.214355
	Iteration 19Q: 3 clusters Score -4359767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4359776.000000 Penalty: 3466.214355
	Iteration 20F: 3 clusters Score -4359776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4359777.000000 Penalty: 3466.214355
	Iteration 21Q: 3 clusters Score -4359777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4359781.500000 Penalty: 3466.214355
	Iteration 22Q: 3 clusters Score -4359782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4359783.000000 Penalty: 3466.214355
	Iteration 23Q: 3 clusters Score -4359783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4359788.500000 Penalty: 3466.214355
	Iteration 24Q: 3 clusters Score -4359788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4359786.500000 Penalty: 3466.214355
	Iteration 25Q: 3 clusters Score -4359786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4359792.000000 Penalty: 3466.214355
	Iteration 26Q: 3 clusters Score -4359792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4359795.000000 Penalty: 3466.214355
	Iteration 27Q: 3 clusters Score -4359795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4359795.000000 Penalty: 3466.214355
	Iteration 28F: 3 clusters Score -4359795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Entering Unmasked Estep 
Score: -272840.562500 Penalty: 1278.030640
	Iteration 0F: 2 clusters Score -272840.6 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 1276 members 
Entering Unmasked Estep 
Score: -270362.437500 Penalty: 2556.061279
	Iteration 0F: 3 clusters Score -270362.4 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -270880.968750 Penalty: 2556.061279
	Iteration 1F: 3 clusters Score -270881 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -270987.343750 Penalty: 2556.061279
	Iteration 2F: 3 clusters Score -270987.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -271050.656250 Penalty: 2556.061279
	Iteration 3Q: 3 clusters Score -271050.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -271091.468750 Penalty: 2556.061279
	Iteration 4Q: 3 clusters Score -271091.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -271117.437500 Penalty: 2556.061279
	Iteration 5Q: 3 clusters Score -271117.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -271140.000000 Penalty: 2556.061279
	Iteration 6Q: 3 clusters Score -271140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -271161.750000 Penalty: 2556.061279
	Iteration 7Q: 3 clusters Score -271161.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -271179.343750 Penalty: 2556.061279
	Iteration 8Q: 3 clusters Score -271179.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -271189.343750 Penalty: 2556.061279
	Iteration 9Q: 3 clusters Score -271189.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -271196.906250 Penalty: 2556.061279
	Iteration 10Q: 3 clusters Score -271196.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -271201.937500 Penalty: 2556.061279
	Iteration 11Q: 3 clusters Score -271201.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -271205.593750 Penalty: 2556.061279
	Iteration 12Q: 3 clusters Score -271205.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -271207.875000 Penalty: 2556.061279
	Iteration 13Q: 3 clusters Score -271207.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -271210.156250 Penalty: 2556.061279
	Iteration 14Q: 3 clusters Score -271210.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -271213.031250 Penalty: 2556.061279
	Iteration 15Q: 3 clusters Score -271213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -271213.875000 Penalty: 2556.061279
	Iteration 16Q: 3 clusters Score -271213.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -271214.593750 Penalty: 2556.061279
	Iteration 17Q: 3 clusters Score -271214.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -271215.000000 Penalty: 2556.061279
	Iteration 18Q: 3 clusters Score -271215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -271214.812500 Penalty: 2556.061279
	Iteration 19Q: 3 clusters Score -271214.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -271215.531250 Penalty: 2556.061279
	Iteration 20F: 3 clusters Score -271215.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Entering Unmasked Estep 
Score: -1597868.500000 Penalty: 1567.739380
	Iteration 0F: 2 clusters Score -1597868 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 7719 members 
Entering Unmasked Estep 
Score: -1587169.250000 Penalty: 3135.478760
	Iteration 0F: 3 clusters Score -1587169 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1590956.375000 Penalty: 3135.478760
	Iteration 1F: 3 clusters Score -1590956 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1591316.500000 Penalty: 3135.478760
	Iteration 2F: 3 clusters Score -1591316 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1591639.750000 Penalty: 3135.478760
	Iteration 3F: 3 clusters Score -1591640 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1591960.750000 Penalty: 3135.478760
	Iteration 4Q: 3 clusters Score -1591961 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1592292.375000 Penalty: 3135.478760
	Iteration 5Q: 3 clusters Score -1592292 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1592675.125000 Penalty: 3135.478760
	Iteration 6Q: 3 clusters Score -1592675 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1593074.375000 Penalty: 3135.478760
	Iteration 7Q: 3 clusters Score -1593074 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1593535.750000 Penalty: 3135.478760
	Iteration 8Q: 3 clusters Score -1593536 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1594032.750000 Penalty: 3135.478760
	Iteration 9Q: 3 clusters Score -1594033 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1594516.250000 Penalty: 3135.478760
	Iteration 10Q: 3 clusters Score -1594516 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1594886.750000 Penalty: 3135.478760
	Iteration 11Q: 3 clusters Score -1594887 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1595183.625000 Penalty: 3135.478760
	Iteration 12Q: 3 clusters Score -1595184 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1595390.750000 Penalty: 3135.478760
	Iteration 13Q: 3 clusters Score -1595391 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1595533.125000 Penalty: 3135.478760
	Iteration 14Q: 3 clusters Score -1595533 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1595656.375000 Penalty: 3135.478760
	Iteration 15Q: 3 clusters Score -1595656 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1595764.750000 Penalty: 3135.478760
	Iteration 16Q: 3 clusters Score -1595765 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1595867.125000 Penalty: 3135.478760
	Iteration 17Q: 3 clusters Score -1595867 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1595956.750000 Penalty: 3135.478760
	Iteration 18Q: 3 clusters Score -1595957 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1596054.875000 Penalty: 3135.478760
	Iteration 19Q: 3 clusters Score -1596055 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1596142.250000 Penalty: 3135.478760
	Iteration 20F: 3 clusters Score -1596142 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1596209.125000 Penalty: 3135.478760
	Iteration 21Q: 3 clusters Score -1596209 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1596269.125000 Penalty: 3135.478760
	Iteration 22Q: 3 clusters Score -1596269 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1596340.000000 Penalty: 3135.478760
	Iteration 23Q: 3 clusters Score -1596340 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1596398.125000 Penalty: 3135.478760
	Iteration 24Q: 3 clusters Score -1596398 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1596446.125000 Penalty: 3135.478760
	Iteration 25Q: 3 clusters Score -1596446 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1596491.375000 Penalty: 3135.478760
	Iteration 26Q: 3 clusters Score -1596491 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1596522.875000 Penalty: 3135.478760
	Iteration 27Q: 3 clusters Score -1596523 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1596554.375000 Penalty: 3135.478760
	Iteration 28Q: 3 clusters Score -1596554 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1596577.250000 Penalty: 3135.478760
	Iteration 29Q: 3 clusters Score -1596577 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1596604.000000 Penalty: 3135.478760
	Iteration 30Q: 3 clusters Score -1596604 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1596635.750000 Penalty: 3135.478760
	Iteration 31Q: 3 clusters Score -1596636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1596665.625000 Penalty: 3135.478760
	Iteration 32Q: 3 clusters Score -1596666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1596677.000000 Penalty: 3135.478760
	Iteration 33Q: 3 clusters Score -1596677 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1596689.625000 Penalty: 3135.478760
	Iteration 34Q: 3 clusters Score -1596690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1596713.375000 Penalty: 3135.478760
	Iteration 35Q: 3 clusters Score -1596713 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1596730.875000 Penalty: 3135.478760
	Iteration 36Q: 3 clusters Score -1596731 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1596737.250000 Penalty: 3135.478760
	Iteration 37Q: 3 clusters Score -1596737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1596752.000000 Penalty: 3135.478760
	Iteration 38Q: 3 clusters Score -1596752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1596756.500000 Penalty: 3135.478760
	Iteration 39Q: 3 clusters Score -1596756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1596760.000000 Penalty: 3135.478760
	Iteration 40F: 3 clusters Score -1596760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1596761.875000 Penalty: 3135.478760
	Iteration 41Q: 3 clusters Score -1596762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1596762.250000 Penalty: 3135.478760
	Iteration 42Q: 3 clusters Score -1596762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1596763.875000 Penalty: 3135.478760
	Iteration 43Q: 3 clusters Score -1596764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1596763.875000 Penalty: 3135.478760
	Iteration 44Q: 3 clusters Score -1596764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1596762.625000 Penalty: 3135.478760
	Iteration 45Q: 3 clusters Score -1596763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1596762.625000 Penalty: 3135.478760
	Iteration 46F: 3 clusters Score -1596763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (56856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Entering Unmasked Estep 
Score: -5790851.000000 Penalty: 1779.095093
	Iteration 0F: 2 clusters Score -5790851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -5752734.000000 Penalty: 3558.190186
	Iteration 0F: 3 clusters Score -5752734 nChanged 26880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -5768200.000000 Penalty: 3558.190186
	Iteration 1F: 3 clusters Score -5768200 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -5768715.000000 Penalty: 3558.190186
	Iteration 2Q: 3 clusters Score -5768715 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -5769339.000000 Penalty: 3558.190186
	Iteration 3Q: 3 clusters Score -5769339 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -5770096.500000 Penalty: 3558.190186
	Iteration 4Q: 3 clusters Score -5770096 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -5771345.000000 Penalty: 3558.190186
	Iteration 5Q: 3 clusters Score -5771345 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -5773320.000000 Penalty: 3558.190186
	Iteration 6F: 3 clusters Score -5773320 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -5776006.000000 Penalty: 3558.190186
	Iteration 7F: 3 clusters Score -5776006 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -5779118.500000 Penalty: 3558.190186
	Iteration 8F: 3 clusters Score -5779118 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -5781438.000000 Penalty: 3558.190186
	Iteration 9F: 3 clusters Score -5781438 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -5782511.500000 Penalty: 3558.190186
	Iteration 10Q: 3 clusters Score -5782512 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -5782967.000000 Penalty: 3558.190186
	Iteration 11Q: 3 clusters Score -5782967 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -5783258.000000 Penalty: 3558.190186
	Iteration 12Q: 3 clusters Score -5783258 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -5783541.000000 Penalty: 3558.190186
	Iteration 13Q: 3 clusters Score -5783541 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -5783793.000000 Penalty: 3558.190186
	Iteration 14Q: 3 clusters Score -5783793 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -5784016.500000 Penalty: 3558.190186
	Iteration 15Q: 3 clusters Score -5784016 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -5784258.000000 Penalty: 3558.190186
	Iteration 16Q: 3 clusters Score -5784258 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -5784512.500000 Penalty: 3558.190186
	Iteration 17Q: 3 clusters Score -5784512 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -5784730.500000 Penalty: 3558.190186
	Iteration 18Q: 3 clusters Score -5784730 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -5784970.000000 Penalty: 3558.190186
	Iteration 19Q: 3 clusters Score -5784970 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -5785126.500000 Penalty: 3558.190186
	Iteration 20F: 3 clusters Score -5785126 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -5785331.500000 Penalty: 3558.190186
	Iteration 21Q: 3 clusters Score -5785332 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -5785513.500000 Penalty: 3558.190186
	Iteration 22Q: 3 clusters Score -5785514 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -5785721.500000 Penalty: 3558.190186
	Iteration 23Q: 3 clusters Score -5785722 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -5785928.500000 Penalty: 3558.190186
	Iteration 24Q: 3 clusters Score -5785928 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -5786191.000000 Penalty: 3558.190186
	Iteration 25Q: 3 clusters Score -5786191 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -5786414.500000 Penalty: 3558.190186
	Iteration 26Q: 3 clusters Score -5786414 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -5786669.500000 Penalty: 3558.190186
	Iteration 27Q: 3 clusters Score -5786670 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -5786893.500000 Penalty: 3558.190186
	Iteration 28Q: 3 clusters Score -5786894 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -5787188.500000 Penalty: 3558.190186
	Iteration 29Q: 3 clusters Score -5787188 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -5787446.000000 Penalty: 3558.190186
	Iteration 30Q: 3 clusters Score -5787446 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -5787649.000000 Penalty: 3558.190186
	Iteration 31Q: 3 clusters Score -5787649 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -5787868.500000 Penalty: 3558.190186
	Iteration 32Q: 3 clusters Score -5787868 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -5788050.000000 Penalty: 3558.190186
	Iteration 33Q: 3 clusters Score -5788050 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -5788214.500000 Penalty: 3558.190186
	Iteration 34Q: 3 clusters Score -5788214 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -5788361.500000 Penalty: 3558.190186
	Iteration 35Q: 3 clusters Score -5788362 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -5788510.500000 Penalty: 3558.190186
	Iteration 36Q: 3 clusters Score -5788510 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -5788664.500000 Penalty: 3558.190186
	Iteration 37Q: 3 clusters Score -5788664 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -5788817.500000 Penalty: 3558.190186
	Iteration 38Q: 3 clusters Score -5788818 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52904 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -5788939.000000 Penalty: 3558.190186
	Iteration 39Q: 3 clusters Score -5788939 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -5788997.500000 Penalty: 3558.190186
	Iteration 40F: 3 clusters Score -5788998 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -5789068.000000 Penalty: 3558.190186
	Iteration 41Q: 3 clusters Score -5789068 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -5789129.000000 Penalty: 3558.190186
	Iteration 42Q: 3 clusters Score -5789129 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -5789166.500000 Penalty: 3558.190186
	Iteration 43Q: 3 clusters Score -5789166 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5789226.000000 Penalty: 3558.190186
	Iteration 44Q: 3 clusters Score -5789226 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -5789284.000000 Penalty: 3558.190186
	Iteration 45Q: 3 clusters Score -5789284 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -5789365.500000 Penalty: 3558.190186
	Iteration 46Q: 3 clusters Score -5789366 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5789395.000000 Penalty: 3558.190186
	Iteration 47Q: 3 clusters Score -5789395 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5789441.500000 Penalty: 3558.190186
	Iteration 48Q: 3 clusters Score -5789442 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5789464.000000 Penalty: 3558.190186
	Iteration 49Q: 3 clusters Score -5789464 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5789498.500000 Penalty: 3558.190186
	Iteration 50Q: 3 clusters Score -5789498 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5789521.500000 Penalty: 3558.190186
	Iteration 51Q: 3 clusters Score -5789522 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55145 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5789556.000000 Penalty: 3558.190186
	Iteration 52Q: 3 clusters Score -5789556 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55219 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5789591.000000 Penalty: 3558.190186
	Iteration 53Q: 3 clusters Score -5789591 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5789613.000000 Penalty: 3558.190186
	Iteration 54Q: 3 clusters Score -5789613 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55325 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5789624.000000 Penalty: 3558.190186
	Iteration 55Q: 3 clusters Score -5789624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5789624.500000 Penalty: 3558.190186
	Iteration 56Q: 3 clusters Score -5789624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5789634.000000 Penalty: 3558.190186
	Iteration 57Q: 3 clusters Score -5789634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5789640.000000 Penalty: 3558.190186
	Iteration 58Q: 3 clusters Score -5789640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5789655.500000 Penalty: 3558.190186
	Iteration 59Q: 3 clusters Score -5789656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5789657.000000 Penalty: 3558.190186
	Iteration 60F: 3 clusters Score -5789657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5789662.000000 Penalty: 3558.190186
	Iteration 61Q: 3 clusters Score -5789662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5789656.000000 Penalty: 3558.190186
	Iteration 62Q: 3 clusters Score -5789656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5789657.500000 Penalty: 3558.190186
	Iteration 63Q: 3 clusters Score -5789658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5789666.000000 Penalty: 3558.190186
	Iteration 64Q: 3 clusters Score -5789666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55588 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5789665.500000 Penalty: 3558.190186
	Iteration 65Q: 3 clusters Score -5789666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5789659.500000 Penalty: 3558.190186
	Iteration 66Q: 3 clusters Score -5789660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5789654.500000 Penalty: 3558.190186
	Iteration 67Q: 3 clusters Score -5789654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55609 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5789665.500000 Penalty: 3558.190186
	Iteration 68Q: 3 clusters Score -5789666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5789666.000000 Penalty: 3558.190186
	Iteration 69Q: 3 clusters Score -5789666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5789667.000000 Penalty: 3558.190186
	Iteration 70Q: 3 clusters Score -5789667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5789669.500000 Penalty: 3558.190186
	Iteration 71Q: 3 clusters Score -5789670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5789668.500000 Penalty: 3558.190186
	Iteration 72Q: 3 clusters Score -5789668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5789667.500000 Penalty: 3558.190186
	Iteration 73Q: 3 clusters Score -5789668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5789670.500000 Penalty: 3558.190186
	Iteration 74Q: 3 clusters Score -5789670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55624 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5789672.000000 Penalty: 3558.190186
	Iteration 75Q: 3 clusters Score -5789672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5789676.500000 Penalty: 3558.190186
	Iteration 76Q: 3 clusters Score -5789676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55631 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5789676.000000 Penalty: 3558.190186
	Iteration 77Q: 3 clusters Score -5789676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5789676.000000 Penalty: 3558.190186
	Iteration 78Q: 3 clusters Score -5789676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55640 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5789676.500000 Penalty: 3558.190186
	Iteration 79Q: 3 clusters Score -5789676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5789686.000000 Penalty: 3558.190186
	Iteration 80F: 3 clusters Score -5789686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5789686.000000 Penalty: 3558.190186
	Iteration 81Q: 3 clusters Score -5789686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5789689.500000 Penalty: 3558.190186
	Iteration 82Q: 3 clusters Score -5789690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5789697.500000 Penalty: 3558.190186
	Iteration 83Q: 3 clusters Score -5789698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5789689.500000 Penalty: 3558.190186
	Iteration 84Q: 3 clusters Score -5789690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5789695.000000 Penalty: 3558.190186
	Iteration 85Q: 3 clusters Score -5789695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5789695.500000 Penalty: 3558.190186
	Iteration 86Q: 3 clusters Score -5789696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5789696.000000 Penalty: 3558.190186
	Iteration 87Q: 3 clusters Score -5789696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5789697.000000 Penalty: 3558.190186
	Iteration 88Q: 3 clusters Score -5789697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5789699.000000 Penalty: 3558.190186
	Iteration 89Q: 3 clusters Score -5789699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55711 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5789702.000000 Penalty: 3558.190186
	Iteration 90Q: 3 clusters Score -5789702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5789691.500000 Penalty: 3558.190186
	Iteration 91Q: 3 clusters Score -5789692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5789692.500000 Penalty: 3558.190186
	Iteration 92Q: 3 clusters Score -5789692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5789702.500000 Penalty: 3558.190186
	Iteration 93Q: 3 clusters Score -5789702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5789702.000000 Penalty: 3558.190186
	Iteration 94Q: 3 clusters Score -5789702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55762 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5789705.000000 Penalty: 3558.190186
	Iteration 95Q: 3 clusters Score -5789705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5789703.500000 Penalty: 3558.190186
	Iteration 96Q: 3 clusters Score -5789704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5789707.500000 Penalty: 3558.190186
	Iteration 97Q: 3 clusters Score -5789708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55775 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5789707.500000 Penalty: 3558.190186
	Iteration 98Q: 3 clusters Score -5789708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5789708.500000 Penalty: 3558.190186
	Iteration 99Q: 3 clusters Score -5789708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5789713.000000 Penalty: 3558.190186
	Iteration 100F: 3 clusters Score -5789713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5789710.000000 Penalty: 3558.190186
	Iteration 101Q: 3 clusters Score -5789710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5789706.000000 Penalty: 3558.190186
	Iteration 102Q: 3 clusters Score -5789706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5789705.500000 Penalty: 3558.190186
	Iteration 103Q: 3 clusters Score -5789706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5789708.500000 Penalty: 3558.190186
	Iteration 104Q: 3 clusters Score -5789708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5789708.500000 Penalty: 3558.190186
	Iteration 105F: 3 clusters Score -5789708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (82768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82768 members 
Entering Unmasked Estep 
Score: -8517793.000000 Penalty: 1840.117065
	Iteration 0F: 2 clusters Score -8517793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -8462660.000000 Penalty: 3680.234131
	Iteration 0F: 3 clusters Score -8462660 nChanged 39509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -8484858.000000 Penalty: 3680.234131
	Iteration 1F: 3 clusters Score -8484858 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -8485249.000000 Penalty: 3680.234131
	Iteration 2Q: 3 clusters Score -8485249 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -8485608.000000 Penalty: 3680.234131
	Iteration 3Q: 3 clusters Score -8485608 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -8485912.000000 Penalty: 3680.234131
	Iteration 4Q: 3 clusters Score -8485912 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -8486172.000000 Penalty: 3680.234131
	Iteration 5Q: 3 clusters Score -8486172 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -8486509.000000 Penalty: 3680.234131
	Iteration 6Q: 3 clusters Score -8486509 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -8486772.000000 Penalty: 3680.234131
	Iteration 7Q: 3 clusters Score -8486772 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -8487240.000000 Penalty: 3680.234131
	Iteration 8Q: 3 clusters Score -8487240 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -8487807.000000 Penalty: 3680.234131
	Iteration 9Q: 3 clusters Score -8487807 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -8488496.000000 Penalty: 3680.234131
	Iteration 10Q: 3 clusters Score -8488496 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -8489628.000000 Penalty: 3680.234131
	Iteration 11Q: 3 clusters Score -8489628 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -8491554.000000 Penalty: 3680.234131
	Iteration 12Q: 3 clusters Score -8491554 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -8494692.000000 Penalty: 3680.234131
	Iteration 13F: 3 clusters Score -8494692 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -8498284.000000 Penalty: 3680.234131
	Iteration 14F: 3 clusters Score -8498284 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -8500980.000000 Penalty: 3680.234131
	Iteration 15F: 3 clusters Score -8500980 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -8502251.000000 Penalty: 3680.234131
	Iteration 16Q: 3 clusters Score -8502251 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -8502866.000000 Penalty: 3680.234131
	Iteration 17Q: 3 clusters Score -8502866 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57776 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -8503305.000000 Penalty: 3680.234131
	Iteration 18Q: 3 clusters Score -8503305 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -8503782.000000 Penalty: 3680.234131
	Iteration 19Q: 3 clusters Score -8503782 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -8504252.000000 Penalty: 3680.234131
	Iteration 20F: 3 clusters Score -8504252 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62506 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -8504793.000000 Penalty: 3680.234131
	Iteration 21Q: 3 clusters Score -8504793 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64280 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -8505451.000000 Penalty: 3680.234131
	Iteration 22Q: 3 clusters Score -8505451 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -8506225.000000 Penalty: 3680.234131
	Iteration 23Q: 3 clusters Score -8506225 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -8507167.000000 Penalty: 3680.234131
	Iteration 24Q: 3 clusters Score -8507167 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70020 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -8508116.000000 Penalty: 3680.234131
	Iteration 25Q: 3 clusters Score -8508116 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71916 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -8509123.000000 Penalty: 3680.234131
	Iteration 26Q: 3 clusters Score -8509123 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -8510136.000000 Penalty: 3680.234131
	Iteration 27Q: 3 clusters Score -8510136 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75433 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -8511277.000000 Penalty: 3680.234131
	Iteration 28Q: 3 clusters Score -8511277 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76989 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -8512186.000000 Penalty: 3680.234131
	Iteration 29Q: 3 clusters Score -8512186 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78329 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -8513014.000000 Penalty: 3680.234131
	Iteration 30Q: 3 clusters Score -8513014 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79466 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -8513807.000000 Penalty: 3680.234131
	Iteration 31Q: 3 clusters Score -8513807 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -8514450.000000 Penalty: 3680.234131
	Iteration 32Q: 3 clusters Score -8514450 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8515005.000000 Penalty: 3680.234131
	Iteration 33Q: 3 clusters Score -8515005 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81702 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8515470.000000 Penalty: 3680.234131
	Iteration 34Q: 3 clusters Score -8515470 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82075 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8515761.000000 Penalty: 3680.234131
	Iteration 35Q: 3 clusters Score -8515761 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82284 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8515912.000000 Penalty: 3680.234131
	Iteration 36Q: 3 clusters Score -8515912 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82394 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8515991.000000 Penalty: 3680.234131
	Iteration 37Q: 3 clusters Score -8515991 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8516030.000000 Penalty: 3680.234131
	Iteration 38Q: 3 clusters Score -8516030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82472 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8516065.000000 Penalty: 3680.234131
	Iteration 39Q: 3 clusters Score -8516065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82489 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8516086.000000 Penalty: 3680.234131
	Iteration 40F: 3 clusters Score -8516086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82498 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8516107.000000 Penalty: 3680.234131
	Iteration 41Q: 3 clusters Score -8516107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82509 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8516117.000000 Penalty: 3680.234131
	Iteration 42Q: 3 clusters Score -8516117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82516 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8516119.000000 Penalty: 3680.234131
	Iteration 43Q: 3 clusters Score -8516119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82519 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8516126.000000 Penalty: 3680.234131
	Iteration 44Q: 3 clusters Score -8516126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82523 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8516136.000000 Penalty: 3680.234131
	Iteration 45Q: 3 clusters Score -8516136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82527 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8516138.000000 Penalty: 3680.234131
	Iteration 46Q: 3 clusters Score -8516138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8516145.000000 Penalty: 3680.234131
	Iteration 47Q: 3 clusters Score -8516145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82534 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8516148.000000 Penalty: 3680.234131
	Iteration 48Q: 3 clusters Score -8516148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82536 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8516156.000000 Penalty: 3680.234131
	Iteration 49Q: 3 clusters Score -8516156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82537 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8516160.000000 Penalty: 3680.234131
	Iteration 50Q: 3 clusters Score -8516160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82537 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8516160.000000 Penalty: 3680.234131
	Iteration 51F: 3 clusters Score -8516160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (68427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Entering Unmasked Estep 
Score: -6943948.000000 Penalty: 1809.197510
	Iteration 0F: 2 clusters Score -6943948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -6898459.000000 Penalty: 3618.395020
	Iteration 0F: 3 clusters Score -6898459 nChanged 32262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -6916732.000000 Penalty: 3618.395020
	Iteration 1F: 3 clusters Score -6916732 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -6917618.500000 Penalty: 3618.395020
	Iteration 2Q: 3 clusters Score -6917618 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -6919078.000000 Penalty: 3618.395020
	Iteration 3Q: 3 clusters Score -6919078 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -6921727.000000 Penalty: 3618.395020
	Iteration 4F: 3 clusters Score -6921727 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -6925809.500000 Penalty: 3618.395020
	Iteration 5F: 3 clusters Score -6925810 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56184 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -6931056.500000 Penalty: 3618.395020
	Iteration 6F: 3 clusters Score -6931056 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -6936104.500000 Penalty: 3618.395020
	Iteration 7F: 3 clusters Score -6936104 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64775 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -6939606.500000 Penalty: 3618.395020
	Iteration 8F: 3 clusters Score -6939606 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66672 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -6941329.500000 Penalty: 3618.395020
	Iteration 9Q: 3 clusters Score -6941330 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67477 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6941981.500000 Penalty: 3618.395020
	Iteration 10Q: 3 clusters Score -6941982 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67789 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6942243.500000 Penalty: 3618.395020
	Iteration 11Q: 3 clusters Score -6942244 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6942359.500000 Penalty: 3618.395020
	Iteration 12Q: 3 clusters Score -6942360 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6942418.500000 Penalty: 3618.395020
	Iteration 13Q: 3 clusters Score -6942418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68002 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6942454.000000 Penalty: 3618.395020
	Iteration 14Q: 3 clusters Score -6942454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68021 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6942469.000000 Penalty: 3618.395020
	Iteration 15Q: 3 clusters Score -6942469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68029 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6942481.000000 Penalty: 3618.395020
	Iteration 16Q: 3 clusters Score -6942481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6942482.000000 Penalty: 3618.395020
	Iteration 17Q: 3 clusters Score -6942482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68035 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6942494.500000 Penalty: 3618.395020
	Iteration 18Q: 3 clusters Score -6942494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68037 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6942500.500000 Penalty: 3618.395020
	Iteration 19Q: 3 clusters Score -6942500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68039 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6942512.000000 Penalty: 3618.395020
	Iteration 20F: 3 clusters Score -6942512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68039 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6942501.500000 Penalty: 3618.395020
	Iteration 21Q: 3 clusters Score -6942502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6942512.000000 Penalty: 3618.395020
	Iteration 22Q: 3 clusters Score -6942512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6942521.500000 Penalty: 3618.395020
	Iteration 23Q: 3 clusters Score -6942522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68048 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6942523.500000 Penalty: 3618.395020
	Iteration 24Q: 3 clusters Score -6942524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68048 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6942523.500000 Penalty: 3618.395020
	Iteration 25Q: 3 clusters Score -6942524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68048 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6942519.000000 Penalty: 3618.395020
	Iteration 26Q: 3 clusters Score -6942519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68048 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6942519.000000 Penalty: 3618.395020
	Iteration 27Q: 3 clusters Score -6942519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6942523.000000 Penalty: 3618.395020
	Iteration 28Q: 3 clusters Score -6942523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68051 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6942531.500000 Penalty: 3618.395020
	Iteration 29Q: 3 clusters Score -6942532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68050 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6942523.500000 Penalty: 3618.395020
	Iteration 30Q: 3 clusters Score -6942524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6942526.000000 Penalty: 3618.395020
	Iteration 31Q: 3 clusters Score -6942526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6942526.000000 Penalty: 3618.395020
	Iteration 32F: 3 clusters Score -6942526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (168430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168430 members 
Entering Unmasked Estep 
Score: -17285504.000000 Penalty: 1955.569702
	Iteration 0F: 2 clusters Score -1.72855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84002 members 
Mstep: Class 2 contains 84428 members 
Entering Unmasked Estep 
Score: -17179616.000000 Penalty: 3911.139404
	Iteration 0F: 3 clusters Score -1.717962e+07 nChanged 81553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80005 members 
Mstep: Class 2 contains 88425 members 
Entering Unmasked Estep 
Score: -17227902.000000 Penalty: 3911.139404
	Iteration 1F: 3 clusters Score -1.72279e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77918 members 
Mstep: Class 2 contains 90512 members 
Entering Unmasked Estep 
Score: -17229306.000000 Penalty: 3911.139404
	Iteration 2Q: 3 clusters Score -1.722931e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74785 members 
Mstep: Class 2 contains 93645 members 
Entering Unmasked Estep 
Score: -17231182.000000 Penalty: 3911.139404
	Iteration 3Q: 3 clusters Score -1.723118e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 98026 members 
Entering Unmasked Estep 
Score: -17233980.000000 Penalty: 3911.139404
	Iteration 4Q: 3 clusters Score -1.723398e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 103904 members 
Entering Unmasked Estep 
Score: -17238274.000000 Penalty: 3911.139404
	Iteration 5Q: 3 clusters Score -1.723827e+07 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57417 members 
Mstep: Class 2 contains 111013 members 
Entering Unmasked Estep 
Score: -17244756.000000 Penalty: 3911.139404
	Iteration 6F: 3 clusters Score -1.724476e+07 nChanged 10094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 118277 members 
Entering Unmasked Estep 
Score: -17253008.000000 Penalty: 3911.139404
	Iteration 7F: 3 clusters Score -1.725301e+07 nChanged 10192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 124023 members 
Entering Unmasked Estep 
Score: -17261256.000000 Penalty: 3911.139404
	Iteration 8F: 3 clusters Score -1.726126e+07 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 127344 members 
Entering Unmasked Estep 
Score: -17267094.000000 Penalty: 3911.139404
	Iteration 9F: 3 clusters Score -1.726709e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 128993 members 
Entering Unmasked Estep 
Score: -17270296.000000 Penalty: 3911.139404
	Iteration 10Q: 3 clusters Score -1.72703e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 129847 members 
Entering Unmasked Estep 
Score: -17271794.000000 Penalty: 3911.139404
	Iteration 11Q: 3 clusters Score -1.727179e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 130382 members 
Entering Unmasked Estep 
Score: -17272384.000000 Penalty: 3911.139404
	Iteration 12Q: 3 clusters Score -1.727238e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 130816 members 
Entering Unmasked Estep 
Score: -17272828.000000 Penalty: 3911.139404
	Iteration 13Q: 3 clusters Score -1.727283e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 131116 members 
Entering Unmasked Estep 
Score: -17273170.000000 Penalty: 3911.139404
	Iteration 14Q: 3 clusters Score -1.727317e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 131261 members 
Entering Unmasked Estep 
Score: -17273426.000000 Penalty: 3911.139404
	Iteration 15Q: 3 clusters Score -1.727343e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 131420 members 
Entering Unmasked Estep 
Score: -17273622.000000 Penalty: 3911.139404
	Iteration 16Q: 3 clusters Score -1.727362e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 131540 members 
Entering Unmasked Estep 
Score: -17273732.000000 Penalty: 3911.139404
	Iteration 17Q: 3 clusters Score -1.727373e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 131592 members 
Entering Unmasked Estep 
Score: -17273860.000000 Penalty: 3911.139404
	Iteration 18Q: 3 clusters Score -1.727386e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 131639 members 
Entering Unmasked Estep 
Score: -17273978.000000 Penalty: 3911.139404
	Iteration 19Q: 3 clusters Score -1.727398e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 131650 members 
Entering Unmasked Estep 
Score: -17274052.000000 Penalty: 3911.139404
	Iteration 20F: 3 clusters Score -1.727405e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 131639 members 
Entering Unmasked Estep 
Score: -17274156.000000 Penalty: 3911.139404
	Iteration 21Q: 3 clusters Score -1.727416e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 131581 members 
Entering Unmasked Estep 
Score: -17274218.000000 Penalty: 3911.139404
	Iteration 22Q: 3 clusters Score -1.727422e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 131506 members 
Entering Unmasked Estep 
Score: -17274248.000000 Penalty: 3911.139404
	Iteration 23Q: 3 clusters Score -1.727425e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 131402 members 
Entering Unmasked Estep 
Score: -17274338.000000 Penalty: 3911.139404
	Iteration 24Q: 3 clusters Score -1.727434e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 131303 members 
Entering Unmasked Estep 
Score: -17274444.000000 Penalty: 3911.139404
	Iteration 25Q: 3 clusters Score -1.727444e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 131179 members 
Entering Unmasked Estep 
Score: -17274496.000000 Penalty: 3911.139404
	Iteration 26Q: 3 clusters Score -1.72745e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 131019 members 
Entering Unmasked Estep 
Score: -17274550.000000 Penalty: 3911.139404
	Iteration 27Q: 3 clusters Score -1.727455e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 130766 members 
Entering Unmasked Estep 
Score: -17274620.000000 Penalty: 3911.139404
	Iteration 28Q: 3 clusters Score -1.727462e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 130483 members 
Entering Unmasked Estep 
Score: -17274688.000000 Penalty: 3911.139404
	Iteration 29Q: 3 clusters Score -1.727469e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 130209 members 
Entering Unmasked Estep 
Score: -17274696.000000 Penalty: 3911.139404
	Iteration 30Q: 3 clusters Score -1.72747e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 129940 members 
Entering Unmasked Estep 
Score: -17274722.000000 Penalty: 3911.139404
	Iteration 31Q: 3 clusters Score -1.727472e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 129638 members 
Entering Unmasked Estep 
Score: -17274728.000000 Penalty: 3911.139404
	Iteration 32Q: 3 clusters Score -1.727473e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 129298 members 
Entering Unmasked Estep 
Score: -17274750.000000 Penalty: 3911.139404
	Iteration 33Q: 3 clusters Score -1.727475e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 128924 members 
Entering Unmasked Estep 
Score: -17274754.000000 Penalty: 3911.139404
	Iteration 34Q: 3 clusters Score -1.727475e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 128530 members 
Entering Unmasked Estep 
Score: -17274748.000000 Penalty: 3911.139404
	Iteration 35Q: 3 clusters Score -1.727475e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 128132 members 
Entering Unmasked Estep 
Score: -17274774.000000 Penalty: 3911.139404
	Iteration 36Q: 3 clusters Score -1.727477e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 127713 members 
Entering Unmasked Estep 
Score: -17274818.000000 Penalty: 3911.139404
	Iteration 37Q: 3 clusters Score -1.727482e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 127234 members 
Entering Unmasked Estep 
Score: -17274788.000000 Penalty: 3911.139404
	Iteration 38Q: 3 clusters Score -1.727479e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 126713 members 
Entering Unmasked Estep 
Score: -17274786.000000 Penalty: 3911.139404
	Iteration 39Q: 3 clusters Score -1.727479e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 126119 members 
Entering Unmasked Estep 
Score: -17274782.000000 Penalty: 3911.139404
	Iteration 40F: 3 clusters Score -1.727478e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 125470 members 
Entering Unmasked Estep 
Score: -17274768.000000 Penalty: 3911.139404
	Iteration 41Q: 3 clusters Score -1.727477e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 124808 members 
Entering Unmasked Estep 
Score: -17274798.000000 Penalty: 3911.139404
	Iteration 42Q: 3 clusters Score -1.72748e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 124101 members 
Entering Unmasked Estep 
Score: -17274740.000000 Penalty: 3911.139404
	Iteration 43Q: 3 clusters Score -1.727474e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 123322 members 
Entering Unmasked Estep 
Score: -17274762.000000 Penalty: 3911.139404
	Iteration 44Q: 3 clusters Score -1.727476e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 122530 members 
Entering Unmasked Estep 
Score: -17274686.000000 Penalty: 3911.139404
	Iteration 45Q: 3 clusters Score -1.727469e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 121754 members 
Entering Unmasked Estep 
Score: -17274672.000000 Penalty: 3911.139404
	Iteration 46Q: 3 clusters Score -1.727467e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 120987 members 
Entering Unmasked Estep 
Score: -17274658.000000 Penalty: 3911.139404
	Iteration 47Q: 3 clusters Score -1.727466e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 120207 members 
Entering Unmasked Estep 
Score: -17274634.000000 Penalty: 3911.139404
	Iteration 48Q: 3 clusters Score -1.727463e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 119344 members 
Entering Unmasked Estep 
Score: -17274592.000000 Penalty: 3911.139404
	Iteration 49Q: 3 clusters Score -1.727459e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 118470 members 
Entering Unmasked Estep 
Score: -17274648.000000 Penalty: 3911.139404
	Iteration 50Q: 3 clusters Score -1.727465e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 117567 members 
Entering Unmasked Estep 
Score: -17274672.000000 Penalty: 3911.139404
	Iteration 51Q: 3 clusters Score -1.727467e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 116616 members 
Entering Unmasked Estep 
Score: -17274698.000000 Penalty: 3911.139404
	Iteration 52Q: 3 clusters Score -1.72747e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 115654 members 
Entering Unmasked Estep 
Score: -17274758.000000 Penalty: 3911.139404
	Iteration 53Q: 3 clusters Score -1.727476e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 114635 members 
Entering Unmasked Estep 
Score: -17274734.000000 Penalty: 3911.139404
	Iteration 54Q: 3 clusters Score -1.727473e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 113608 members 
Entering Unmasked Estep 
Score: -17274736.000000 Penalty: 3911.139404
	Iteration 55Q: 3 clusters Score -1.727474e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 112531 members 
Entering Unmasked Estep 
Score: -17274790.000000 Penalty: 3911.139404
	Iteration 56Q: 3 clusters Score -1.727479e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56969 members 
Mstep: Class 2 contains 111461 members 
Entering Unmasked Estep 
Score: -17274768.000000 Penalty: 3911.139404
	Iteration 57Q: 3 clusters Score -1.727477e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58024 members 
Mstep: Class 2 contains 110406 members 
Entering Unmasked Estep 
Score: -17274838.000000 Penalty: 3911.139404
	Iteration 58Q: 3 clusters Score -1.727484e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59028 members 
Mstep: Class 2 contains 109402 members 
Entering Unmasked Estep 
Score: -17274826.000000 Penalty: 3911.139404
	Iteration 59Q: 3 clusters Score -1.727483e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 108455 members 
Entering Unmasked Estep 
Score: -17274846.000000 Penalty: 3911.139404
	Iteration 60F: 3 clusters Score -1.727485e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 107460 members 
Entering Unmasked Estep 
Score: -17274858.000000 Penalty: 3911.139404
	Iteration 61Q: 3 clusters Score -1.727486e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61958 members 
Mstep: Class 2 contains 106472 members 
Entering Unmasked Estep 
Score: -17274862.000000 Penalty: 3911.139404
	Iteration 62Q: 3 clusters Score -1.727486e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 105515 members 
Entering Unmasked Estep 
Score: -17274888.000000 Penalty: 3911.139404
	Iteration 63Q: 3 clusters Score -1.727489e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63888 members 
Mstep: Class 2 contains 104542 members 
Entering Unmasked Estep 
Score: -17274996.000000 Penalty: 3911.139404
	Iteration 64Q: 3 clusters Score -1.7275e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64889 members 
Mstep: Class 2 contains 103541 members 
Entering Unmasked Estep 
Score: -17274984.000000 Penalty: 3911.139404
	Iteration 65Q: 3 clusters Score -1.727498e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65903 members 
Mstep: Class 2 contains 102527 members 
Entering Unmasked Estep 
Score: -17274928.000000 Penalty: 3911.139404
	Iteration 66Q: 3 clusters Score -1.727493e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66965 members 
Mstep: Class 2 contains 101465 members 
Entering Unmasked Estep 
Score: -17274896.000000 Penalty: 3911.139404
	Iteration 67Q: 3 clusters Score -1.72749e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67992 members 
Mstep: Class 2 contains 100438 members 
Entering Unmasked Estep 
Score: -17274876.000000 Penalty: 3911.139404
	Iteration 68Q: 3 clusters Score -1.727488e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69037 members 
Mstep: Class 2 contains 99393 members 
Entering Unmasked Estep 
Score: -17274930.000000 Penalty: 3911.139404
	Iteration 69Q: 3 clusters Score -1.727493e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70114 members 
Mstep: Class 2 contains 98316 members 
Entering Unmasked Estep 
Score: -17275006.000000 Penalty: 3911.139404
	Iteration 70Q: 3 clusters Score -1.727501e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71180 members 
Mstep: Class 2 contains 97250 members 
Entering Unmasked Estep 
Score: -17275036.000000 Penalty: 3911.139404
	Iteration 71Q: 3 clusters Score -1.727504e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72258 members 
Mstep: Class 2 contains 96172 members 
Entering Unmasked Estep 
Score: -17275008.000000 Penalty: 3911.139404
	Iteration 72Q: 3 clusters Score -1.727501e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73345 members 
Mstep: Class 2 contains 95085 members 
Entering Unmasked Estep 
Score: -17275090.000000 Penalty: 3911.139404
	Iteration 73Q: 3 clusters Score -1.727509e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74363 members 
Mstep: Class 2 contains 94067 members 
Entering Unmasked Estep 
Score: -17275168.000000 Penalty: 3911.139404
	Iteration 74Q: 3 clusters Score -1.727517e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75379 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -17275208.000000 Penalty: 3911.139404
	Iteration 75Q: 3 clusters Score -1.727521e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76414 members 
Mstep: Class 2 contains 92016 members 
Entering Unmasked Estep 
Score: -17275314.000000 Penalty: 3911.139404
	Iteration 76Q: 3 clusters Score -1.727531e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77503 members 
Mstep: Class 2 contains 90927 members 
Entering Unmasked Estep 
Score: -17275366.000000 Penalty: 3911.139404
	Iteration 77Q: 3 clusters Score -1.727537e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78603 members 
Mstep: Class 2 contains 89827 members 
Entering Unmasked Estep 
Score: -17275436.000000 Penalty: 3911.139404
	Iteration 78Q: 3 clusters Score -1.727544e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79676 members 
Mstep: Class 2 contains 88754 members 
Entering Unmasked Estep 
Score: -17275506.000000 Penalty: 3911.139404
	Iteration 79Q: 3 clusters Score -1.727551e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 87682 members 
Entering Unmasked Estep 
Score: -17275584.000000 Penalty: 3911.139404
	Iteration 80F: 3 clusters Score -1.727558e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81730 members 
Mstep: Class 2 contains 86700 members 
Entering Unmasked Estep 
Score: -17275630.000000 Penalty: 3911.139404
	Iteration 81Q: 3 clusters Score -1.727563e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 85741 members 
Entering Unmasked Estep 
Score: -17275624.000000 Penalty: 3911.139404
	Iteration 82Q: 3 clusters Score -1.727562e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83616 members 
Mstep: Class 2 contains 84814 members 
Entering Unmasked Estep 
Score: -17275798.000000 Penalty: 3911.139404
	Iteration 83Q: 3 clusters Score -1.72758e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84522 members 
Mstep: Class 2 contains 83908 members 
Entering Unmasked Estep 
Score: -17275870.000000 Penalty: 3911.139404
	Iteration 84Q: 3 clusters Score -1.727587e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85407 members 
Mstep: Class 2 contains 83023 members 
Entering Unmasked Estep 
Score: -17275964.000000 Penalty: 3911.139404
	Iteration 85Q: 3 clusters Score -1.727596e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86329 members 
Mstep: Class 2 contains 82101 members 
Entering Unmasked Estep 
Score: -17276002.000000 Penalty: 3911.139404
	Iteration 86Q: 3 clusters Score -1.7276e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87271 members 
Mstep: Class 2 contains 81159 members 
Entering Unmasked Estep 
Score: -17276080.000000 Penalty: 3911.139404
	Iteration 87Q: 3 clusters Score -1.727608e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88210 members 
Mstep: Class 2 contains 80220 members 
Entering Unmasked Estep 
Score: -17276130.000000 Penalty: 3911.139404
	Iteration 88Q: 3 clusters Score -1.727613e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89145 members 
Mstep: Class 2 contains 79285 members 
Entering Unmasked Estep 
Score: -17276170.000000 Penalty: 3911.139404
	Iteration 89Q: 3 clusters Score -1.727617e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90046 members 
Mstep: Class 2 contains 78384 members 
Entering Unmasked Estep 
Score: -17276294.000000 Penalty: 3911.139404
	Iteration 90Q: 3 clusters Score -1.727629e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90964 members 
Mstep: Class 2 contains 77466 members 
Entering Unmasked Estep 
Score: -17276346.000000 Penalty: 3911.139404
	Iteration 91Q: 3 clusters Score -1.727635e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91929 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -17276400.000000 Penalty: 3911.139404
	Iteration 92Q: 3 clusters Score -1.72764e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92880 members 
Mstep: Class 2 contains 75550 members 
Entering Unmasked Estep 
Score: -17276470.000000 Penalty: 3911.139404
	Iteration 93Q: 3 clusters Score -1.727647e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93869 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -17276498.000000 Penalty: 3911.139404
	Iteration 94Q: 3 clusters Score -1.72765e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94936 members 
Mstep: Class 2 contains 73494 members 
Entering Unmasked Estep 
Score: -17276528.000000 Penalty: 3911.139404
	Iteration 95Q: 3 clusters Score -1.727653e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96021 members 
Mstep: Class 2 contains 72409 members 
Entering Unmasked Estep 
Score: -17276578.000000 Penalty: 3911.139404
	Iteration 96Q: 3 clusters Score -1.727658e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97094 members 
Mstep: Class 2 contains 71336 members 
Entering Unmasked Estep 
Score: -17276696.000000 Penalty: 3911.139404
	Iteration 97Q: 3 clusters Score -1.72767e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98212 members 
Mstep: Class 2 contains 70218 members 
Entering Unmasked Estep 
Score: -17276746.000000 Penalty: 3911.139404
	Iteration 98Q: 3 clusters Score -1.727675e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99398 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -17276836.000000 Penalty: 3911.139404
	Iteration 99Q: 3 clusters Score -1.727684e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100710 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -17276954.000000 Penalty: 3911.139404
	Iteration 100F: 3 clusters Score -1.727695e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102138 members 
Mstep: Class 2 contains 66292 members 
Entering Unmasked Estep 
Score: -17277040.000000 Penalty: 3911.139404
	Iteration 101Q: 3 clusters Score -1.727704e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103573 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -17277140.000000 Penalty: 3911.139404
	Iteration 102Q: 3 clusters Score -1.727714e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105058 members 
Mstep: Class 2 contains 63372 members 
Entering Unmasked Estep 
Score: -17277360.000000 Penalty: 3911.139404
	Iteration 103Q: 3 clusters Score -1.727736e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106643 members 
Mstep: Class 2 contains 61787 members 
Entering Unmasked Estep 
Score: -17277516.000000 Penalty: 3911.139404
	Iteration 104Q: 3 clusters Score -1.727752e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108320 members 
Mstep: Class 2 contains 60110 members 
Entering Unmasked Estep 
Score: -17277800.000000 Penalty: 3911.139404
	Iteration 105Q: 3 clusters Score -1.72778e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110180 members 
Mstep: Class 2 contains 58250 members 
Entering Unmasked Estep 
Score: -17278070.000000 Penalty: 3911.139404
	Iteration 106Q: 3 clusters Score -1.727807e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112221 members 
Mstep: Class 2 contains 56209 members 
Entering Unmasked Estep 
Score: -17278338.000000 Penalty: 3911.139404
	Iteration 107Q: 3 clusters Score -1.727834e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114386 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -17278554.000000 Penalty: 3911.139404
	Iteration 108Q: 3 clusters Score -1.727855e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116708 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -17278772.000000 Penalty: 3911.139404
	Iteration 109Q: 3 clusters Score -1.727877e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119191 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -17279034.000000 Penalty: 3911.139404
	Iteration 110Q: 3 clusters Score -1.727903e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121824 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -17279420.000000 Penalty: 3911.139404
	Iteration 111Q: 3 clusters Score -1.727942e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124618 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -17279934.000000 Penalty: 3911.139404
	Iteration 112Q: 3 clusters Score -1.727993e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127438 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -17280342.000000 Penalty: 3911.139404
	Iteration 113Q: 3 clusters Score -1.728034e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130341 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -17280676.000000 Penalty: 3911.139404
	Iteration 114Q: 3 clusters Score -1.728068e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133401 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -17281242.000000 Penalty: 3911.139404
	Iteration 115Q: 3 clusters Score -1.728124e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136499 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -17281810.000000 Penalty: 3911.139404
	Iteration 116Q: 3 clusters Score -1.728181e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139534 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -17282480.000000 Penalty: 3911.139404
	Iteration 117Q: 3 clusters Score -1.728248e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142547 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -17283128.000000 Penalty: 3911.139404
	Iteration 118Q: 3 clusters Score -1.728313e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145549 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -17283390.000000 Penalty: 3911.139404
	Iteration 119Q: 3 clusters Score -1.728339e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148478 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -17283742.000000 Penalty: 3911.139404
	Iteration 120F: 3 clusters Score -1.728374e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151781 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -17283904.000000 Penalty: 3911.139404
	Iteration 121Q: 3 clusters Score -1.72839e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154992 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -17284330.000000 Penalty: 3911.139404
	Iteration 122Q: 3 clusters Score -1.728433e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157916 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -17284682.000000 Penalty: 3911.139404
	Iteration 123Q: 3 clusters Score -1.728468e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160348 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -17284908.000000 Penalty: 3911.139404
	Iteration 124Q: 3 clusters Score -1.728491e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162282 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -17285204.000000 Penalty: 3911.139404
	Iteration 125Q: 3 clusters Score -1.72852e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163747 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -17285350.000000 Penalty: 3911.139404
	Iteration 126Q: 3 clusters Score -1.728535e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164784 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -17285364.000000 Penalty: 3911.139404
	Iteration 127Q: 3 clusters Score -1.728536e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165506 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -17285342.000000 Penalty: 3911.139404
	Iteration 128Q: 3 clusters Score -1.728534e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166022 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -17285288.000000 Penalty: 3911.139404
	Iteration 129Q: 3 clusters Score -1.728529e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166382 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -17285250.000000 Penalty: 3911.139404
	Iteration 130Q: 3 clusters Score -1.728525e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166648 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -17285214.000000 Penalty: 3911.139404
	Iteration 131Q: 3 clusters Score -1.728521e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166828 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -17285154.000000 Penalty: 3911.139404
	Iteration 132Q: 3 clusters Score -1.728515e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166951 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -17285122.000000 Penalty: 3911.139404
	Iteration 133Q: 3 clusters Score -1.728512e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167026 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -17285056.000000 Penalty: 3911.139404
	Iteration 134Q: 3 clusters Score -1.728506e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167103 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -17285018.000000 Penalty: 3911.139404
	Iteration 135Q: 3 clusters Score -1.728502e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167156 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -17285010.000000 Penalty: 3911.139404
	Iteration 136Q: 3 clusters Score -1.728501e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167190 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -17284988.000000 Penalty: 3911.139404
	Iteration 137Q: 3 clusters Score -1.728499e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167225 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -17285000.000000 Penalty: 3911.139404
	Iteration 138Q: 3 clusters Score -1.7285e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167247 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -17284984.000000 Penalty: 3911.139404
	Iteration 139Q: 3 clusters Score -1.728498e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167266 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -17284996.000000 Penalty: 3911.139404
	Iteration 140F: 3 clusters Score -1.7285e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167284 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -17284958.000000 Penalty: 3911.139404
	Iteration 141Q: 3 clusters Score -1.728496e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167298 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -17284954.000000 Penalty: 3911.139404
	Iteration 142Q: 3 clusters Score -1.728495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167310 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -17284964.000000 Penalty: 3911.139404
	Iteration 143Q: 3 clusters Score -1.728496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167320 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -17284952.000000 Penalty: 3911.139404
	Iteration 144Q: 3 clusters Score -1.728495e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167329 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -17284944.000000 Penalty: 3911.139404
	Iteration 145Q: 3 clusters Score -1.728494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167336 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -17284946.000000 Penalty: 3911.139404
	Iteration 146Q: 3 clusters Score -1.728495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167341 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -17284956.000000 Penalty: 3911.139404
	Iteration 147Q: 3 clusters Score -1.728496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167343 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -17284944.000000 Penalty: 3911.139404
	Iteration 148Q: 3 clusters Score -1.728494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167344 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -17284948.000000 Penalty: 3911.139404
	Iteration 149Q: 3 clusters Score -1.728495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167346 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -17284960.000000 Penalty: 3911.139404
	Iteration 150Q: 3 clusters Score -1.728496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167351 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -17284948.000000 Penalty: 3911.139404
	Iteration 151Q: 3 clusters Score -1.728495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167354 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -17284952.000000 Penalty: 3911.139404
	Iteration 152Q: 3 clusters Score -1.728495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167357 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -17284946.000000 Penalty: 3911.139404
	Iteration 153Q: 3 clusters Score -1.728495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167358 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -17284950.000000 Penalty: 3911.139404
	Iteration 154Q: 3 clusters Score -1.728495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167359 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -17284946.000000 Penalty: 3911.139404
	Iteration 155Q: 3 clusters Score -1.728495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167360 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -17284948.000000 Penalty: 3911.139404
	Iteration 156Q: 3 clusters Score -1.728495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167359 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -17284946.000000 Penalty: 3911.139404
	Iteration 157Q: 3 clusters Score -1.728495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167359 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -17284946.000000 Penalty: 3911.139404
	Iteration 158F: 3 clusters Score -1.728495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160703 members 
Entering Unmasked Estep 
Score: -16345738.000000 Penalty: 1947.938354
	Iteration 0F: 2 clusters Score -1.634574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80369 members 
Mstep: Class 2 contains 80334 members 
Entering Unmasked Estep 
Score: -16239300.000000 Penalty: 3895.876709
	Iteration 0F: 3 clusters Score -1.62393e+07 nChanged 77678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82991 members 
Mstep: Class 2 contains 77712 members 
Entering Unmasked Estep 
Score: -16284889.000000 Penalty: 3895.876709
	Iteration 1F: 3 clusters Score -1.628489e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85247 members 
Mstep: Class 2 contains 75456 members 
Entering Unmasked Estep 
Score: -16286502.000000 Penalty: 3895.876709
	Iteration 2Q: 3 clusters Score -1.62865e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88746 members 
Mstep: Class 2 contains 71957 members 
Entering Unmasked Estep 
Score: -16288750.000000 Penalty: 3895.876709
	Iteration 3Q: 3 clusters Score -1.628875e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93756 members 
Mstep: Class 2 contains 66947 members 
Entering Unmasked Estep 
Score: -16292378.000000 Penalty: 3895.876709
	Iteration 4F: 3 clusters Score -1.629238e+07 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100484 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -16297126.000000 Penalty: 3895.876709
	Iteration 5F: 3 clusters Score -1.629713e+07 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109058 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -16303769.000000 Penalty: 3895.876709
	Iteration 6F: 3 clusters Score -1.630377e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119171 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -16312720.000000 Penalty: 3895.876709
	Iteration 7F: 3 clusters Score -1.631272e+07 nChanged 10835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129302 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -16321558.000000 Penalty: 3895.876709
	Iteration 8F: 3 clusters Score -1.632156e+07 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138031 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -16329152.000000 Penalty: 3895.876709
	Iteration 9F: 3 clusters Score -1.632915e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144587 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -16334670.000000 Penalty: 3895.876709
	Iteration 10Q: 3 clusters Score -1.633467e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149228 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -16338216.000000 Penalty: 3895.876709
	Iteration 11Q: 3 clusters Score -1.633822e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152541 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -16340401.000000 Penalty: 3895.876709
	Iteration 12Q: 3 clusters Score -1.63404e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154859 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -16341805.000000 Penalty: 3895.876709
	Iteration 13Q: 3 clusters Score -1.63418e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156429 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -16342702.000000 Penalty: 3895.876709
	Iteration 14Q: 3 clusters Score -1.63427e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157502 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -16343229.000000 Penalty: 3895.876709
	Iteration 15Q: 3 clusters Score -1.634323e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158274 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -16343543.000000 Penalty: 3895.876709
	Iteration 16Q: 3 clusters Score -1.634354e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158820 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -16343732.000000 Penalty: 3895.876709
	Iteration 17Q: 3 clusters Score -1.634373e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159196 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -16343918.000000 Penalty: 3895.876709
	Iteration 18Q: 3 clusters Score -1.634392e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159466 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -16344003.000000 Penalty: 3895.876709
	Iteration 19Q: 3 clusters Score -1.6344e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159650 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -16344042.000000 Penalty: 3895.876709
	Iteration 20F: 3 clusters Score -1.634404e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159756 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -16344083.000000 Penalty: 3895.876709
	Iteration 21Q: 3 clusters Score -1.634408e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159843 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -16344087.000000 Penalty: 3895.876709
	Iteration 22Q: 3 clusters Score -1.634409e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159902 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -16344089.000000 Penalty: 3895.876709
	Iteration 23Q: 3 clusters Score -1.634409e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159941 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -16344092.000000 Penalty: 3895.876709
	Iteration 24Q: 3 clusters Score -1.634409e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159968 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -16344109.000000 Penalty: 3895.876709
	Iteration 25Q: 3 clusters Score -1.634411e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159992 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -16344130.000000 Penalty: 3895.876709
	Iteration 26Q: 3 clusters Score -1.634413e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160018 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -16344128.000000 Penalty: 3895.876709
	Iteration 27Q: 3 clusters Score -1.634413e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160037 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -16344127.000000 Penalty: 3895.876709
	Iteration 28Q: 3 clusters Score -1.634413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160052 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -16344138.000000 Penalty: 3895.876709
	Iteration 29Q: 3 clusters Score -1.634414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160065 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -16344118.000000 Penalty: 3895.876709
	Iteration 30Q: 3 clusters Score -1.634412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160073 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -16344117.000000 Penalty: 3895.876709
	Iteration 31Q: 3 clusters Score -1.634412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160083 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -16344126.000000 Penalty: 3895.876709
	Iteration 32Q: 3 clusters Score -1.634413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160091 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -16344128.000000 Penalty: 3895.876709
	Iteration 33Q: 3 clusters Score -1.634413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160101 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -16344130.000000 Penalty: 3895.876709
	Iteration 34Q: 3 clusters Score -1.634413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160110 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -16344151.000000 Penalty: 3895.876709
	Iteration 35Q: 3 clusters Score -1.634415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160119 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -16344145.000000 Penalty: 3895.876709
	Iteration 36Q: 3 clusters Score -1.634414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160126 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -16344147.000000 Penalty: 3895.876709
	Iteration 37Q: 3 clusters Score -1.634415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160137 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -16344156.000000 Penalty: 3895.876709
	Iteration 38Q: 3 clusters Score -1.634416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160143 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -16344157.000000 Penalty: 3895.876709
	Iteration 39Q: 3 clusters Score -1.634416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160146 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -16344161.000000 Penalty: 3895.876709
	Iteration 40F: 3 clusters Score -1.634416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160151 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -16344155.000000 Penalty: 3895.876709
	Iteration 41Q: 3 clusters Score -1.634416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160155 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -16344156.000000 Penalty: 3895.876709
	Iteration 42Q: 3 clusters Score -1.634416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160156 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -16344152.000000 Penalty: 3895.876709
	Iteration 43Q: 3 clusters Score -1.634415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160156 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -16344152.000000 Penalty: 3895.876709
	Iteration 44F: 3 clusters Score -1.634415e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Entering Unmasked Estep 
Score: -3145850.250000 Penalty: 1681.254883
	Iteration 0F: 2 clusters Score -3145850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -3124783.750000 Penalty: 3362.509766
	Iteration 0F: 3 clusters Score -3124784 nChanged 14396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3132655.500000 Penalty: 3362.509766
	Iteration 1F: 3 clusters Score -3132656 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3132994.750000 Penalty: 3362.509766
	Iteration 2Q: 3 clusters Score -3132995 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3133277.500000 Penalty: 3362.509766
	Iteration 3Q: 3 clusters Score -3133278 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3133526.500000 Penalty: 3362.509766
	Iteration 4Q: 3 clusters Score -3133526 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3133791.500000 Penalty: 3362.509766
	Iteration 5Q: 3 clusters Score -3133792 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3134111.500000 Penalty: 3362.509766
	Iteration 6Q: 3 clusters Score -3134112 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -3134460.500000 Penalty: 3362.509766
	Iteration 7Q: 3 clusters Score -3134460 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -3134983.500000 Penalty: 3362.509766
	Iteration 8Q: 3 clusters Score -3134984 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -3135788.000000 Penalty: 3362.509766
	Iteration 9Q: 3 clusters Score -3135788 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -3136984.000000 Penalty: 3362.509766
	Iteration 10F: 3 clusters Score -3136984 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -3138580.750000 Penalty: 3362.509766
	Iteration 11F: 3 clusters Score -3138581 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -3140347.000000 Penalty: 3362.509766
	Iteration 12F: 3 clusters Score -3140347 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3141861.250000 Penalty: 3362.509766
	Iteration 13F: 3 clusters Score -3141861 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -3142846.500000 Penalty: 3362.509766
	Iteration 14Q: 3 clusters Score -3142846 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -3143357.000000 Penalty: 3362.509766
	Iteration 15Q: 3 clusters Score -3143357 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -3143626.000000 Penalty: 3362.509766
	Iteration 16Q: 3 clusters Score -3143626 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3143822.250000 Penalty: 3362.509766
	Iteration 17Q: 3 clusters Score -3143822 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -3143985.250000 Penalty: 3362.509766
	Iteration 18Q: 3 clusters Score -3143985 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -3144146.000000 Penalty: 3362.509766
	Iteration 19Q: 3 clusters Score -3144146 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3144284.750000 Penalty: 3362.509766
	Iteration 20F: 3 clusters Score -3144285 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -3144390.250000 Penalty: 3362.509766
	Iteration 21Q: 3 clusters Score -3144390 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -3144460.000000 Penalty: 3362.509766
	Iteration 22Q: 3 clusters Score -3144460 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -3144512.000000 Penalty: 3362.509766
	Iteration 23Q: 3 clusters Score -3144512 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -3144574.000000 Penalty: 3362.509766
	Iteration 24Q: 3 clusters Score -3144574 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -3144600.000000 Penalty: 3362.509766
	Iteration 25Q: 3 clusters Score -3144600 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -3144624.500000 Penalty: 3362.509766
	Iteration 26Q: 3 clusters Score -3144624 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -3144655.750000 Penalty: 3362.509766
	Iteration 27Q: 3 clusters Score -3144656 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -3144673.000000 Penalty: 3362.509766
	Iteration 28Q: 3 clusters Score -3144673 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -3144691.250000 Penalty: 3362.509766
	Iteration 29Q: 3 clusters Score -3144691 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -3144703.500000 Penalty: 3362.509766
	Iteration 30Q: 3 clusters Score -3144704 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -3144717.250000 Penalty: 3362.509766
	Iteration 31Q: 3 clusters Score -3144717 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -3144731.500000 Penalty: 3362.509766
	Iteration 32Q: 3 clusters Score -3144732 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -3144751.250000 Penalty: 3362.509766
	Iteration 33Q: 3 clusters Score -3144751 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -3144763.500000 Penalty: 3362.509766
	Iteration 34Q: 3 clusters Score -3144764 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -3144769.000000 Penalty: 3362.509766
	Iteration 35Q: 3 clusters Score -3144769 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -3144779.500000 Penalty: 3362.509766
	Iteration 36Q: 3 clusters Score -3144780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -3144778.000000 Penalty: 3362.509766
	Iteration 37Q: 3 clusters Score -3144778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -3144794.750000 Penalty: 3362.509766
	Iteration 38Q: 3 clusters Score -3144795 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -3144802.750000 Penalty: 3362.509766
	Iteration 39Q: 3 clusters Score -3144803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -3144806.000000 Penalty: 3362.509766
	Iteration 40F: 3 clusters Score -3144806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -3144815.750000 Penalty: 3362.509766
	Iteration 41Q: 3 clusters Score -3144816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -3144817.500000 Penalty: 3362.509766
	Iteration 42Q: 3 clusters Score -3144818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -3144812.250000 Penalty: 3362.509766
	Iteration 43Q: 3 clusters Score -3144812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3144810.250000 Penalty: 3362.509766
	Iteration 44Q: 3 clusters Score -3144810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -3144815.250000 Penalty: 3362.509766
	Iteration 45Q: 3 clusters Score -3144815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -3144817.500000 Penalty: 3362.509766
	Iteration 46Q: 3 clusters Score -3144818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -3144815.250000 Penalty: 3362.509766
	Iteration 47Q: 3 clusters Score -3144815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -3144820.000000 Penalty: 3362.509766
	Iteration 48Q: 3 clusters Score -3144820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -3144829.500000 Penalty: 3362.509766
	Iteration 49Q: 3 clusters Score -3144830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -3144823.000000 Penalty: 3362.509766
	Iteration 50Q: 3 clusters Score -3144823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -3144830.500000 Penalty: 3362.509766
	Iteration 51Q: 3 clusters Score -3144830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -3144834.500000 Penalty: 3362.509766
	Iteration 52Q: 3 clusters Score -3144834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3144831.750000 Penalty: 3362.509766
	Iteration 53Q: 3 clusters Score -3144832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -3144841.250000 Penalty: 3362.509766
	Iteration 54Q: 3 clusters Score -3144841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -3144841.000000 Penalty: 3362.509766
	Iteration 55Q: 3 clusters Score -3144841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -3144843.750000 Penalty: 3362.509766
	Iteration 56Q: 3 clusters Score -3144844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -3144845.000000 Penalty: 3362.509766
	Iteration 57Q: 3 clusters Score -3144845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3144844.750000 Penalty: 3362.509766
	Iteration 58Q: 3 clusters Score -3144845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -3144843.250000 Penalty: 3362.509766
	Iteration 59Q: 3 clusters Score -3144843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -3144845.000000 Penalty: 3362.509766
	Iteration 60F: 3 clusters Score -3144845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -3144841.250000 Penalty: 3362.509766
	Iteration 61Q: 3 clusters Score -3144841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -3144843.500000 Penalty: 3362.509766
	Iteration 62Q: 3 clusters Score -3144844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -3144845.250000 Penalty: 3362.509766
	Iteration 63Q: 3 clusters Score -3144845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -3144845.000000 Penalty: 3362.509766
	Iteration 64Q: 3 clusters Score -3144845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -3144842.000000 Penalty: 3362.509766
	Iteration 65Q: 3 clusters Score -3144842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -3144842.250000 Penalty: 3362.509766
	Iteration 66Q: 3 clusters Score -3144842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -3144841.500000 Penalty: 3362.509766
	Iteration 67Q: 3 clusters Score -3144842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -3144845.000000 Penalty: 3362.509766
	Iteration 68Q: 3 clusters Score -3144845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -3144843.500000 Penalty: 3362.509766
	Iteration 69Q: 3 clusters Score -3144844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -3144844.250000 Penalty: 3362.509766
	Iteration 70Q: 3 clusters Score -3144844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -3144841.250000 Penalty: 3362.509766
	Iteration 71Q: 3 clusters Score -3144841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -3144846.750000 Penalty: 3362.509766
	Iteration 72Q: 3 clusters Score -3144847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -3144848.000000 Penalty: 3362.509766
	Iteration 73Q: 3 clusters Score -3144848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -3144848.000000 Penalty: 3362.509766
	Iteration 74F: 3 clusters Score -3144848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Entering Unmasked Estep 
Score: -2595840.500000 Penalty: 1644.068970
	Iteration 0F: 2 clusters Score -2595840 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 12288 members 
Entering Unmasked Estep 
Score: -2579111.500000 Penalty: 3288.137939
	Iteration 0F: 3 clusters Score -2579112 nChanged 11255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2585246.000000 Penalty: 3288.137939
	Iteration 1F: 3 clusters Score -2585246 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2585549.750000 Penalty: 3288.137939
	Iteration 2Q: 3 clusters Score -2585550 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2585804.000000 Penalty: 3288.137939
	Iteration 3Q: 3 clusters Score -2585804 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2586081.500000 Penalty: 3288.137939
	Iteration 4Q: 3 clusters Score -2586082 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2586429.000000 Penalty: 3288.137939
	Iteration 5Q: 3 clusters Score -2586429 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2586903.500000 Penalty: 3288.137939
	Iteration 6Q: 3 clusters Score -2586904 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2587680.750000 Penalty: 3288.137939
	Iteration 7F: 3 clusters Score -2587681 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2588879.500000 Penalty: 3288.137939
	Iteration 8F: 3 clusters Score -2588880 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2590380.250000 Penalty: 3288.137939
	Iteration 9F: 3 clusters Score -2590380 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2591948.000000 Penalty: 3288.137939
	Iteration 10F: 3 clusters Score -2591948 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2593138.750000 Penalty: 3288.137939
	Iteration 11F: 3 clusters Score -2593139 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2593752.500000 Penalty: 3288.137939
	Iteration 12Q: 3 clusters Score -2593752 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2594053.000000 Penalty: 3288.137939
	Iteration 13Q: 3 clusters Score -2594053 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2594199.250000 Penalty: 3288.137939
	Iteration 14Q: 3 clusters Score -2594199 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2594263.250000 Penalty: 3288.137939
	Iteration 15Q: 3 clusters Score -2594263 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2594307.500000 Penalty: 3288.137939
	Iteration 16Q: 3 clusters Score -2594308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2594344.000000 Penalty: 3288.137939
	Iteration 17Q: 3 clusters Score -2594344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2594373.250000 Penalty: 3288.137939
	Iteration 18Q: 3 clusters Score -2594373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2594395.750000 Penalty: 3288.137939
	Iteration 19Q: 3 clusters Score -2594396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2594419.000000 Penalty: 3288.137939
	Iteration 20F: 3 clusters Score -2594419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2594430.750000 Penalty: 3288.137939
	Iteration 21Q: 3 clusters Score -2594431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2594442.000000 Penalty: 3288.137939
	Iteration 22Q: 3 clusters Score -2594442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2594444.250000 Penalty: 3288.137939
	Iteration 23Q: 3 clusters Score -2594444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2594451.500000 Penalty: 3288.137939
	Iteration 24Q: 3 clusters Score -2594452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2594454.000000 Penalty: 3288.137939
	Iteration 25Q: 3 clusters Score -2594454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2594460.000000 Penalty: 3288.137939
	Iteration 26Q: 3 clusters Score -2594460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2594459.500000 Penalty: 3288.137939
	Iteration 27Q: 3 clusters Score -2594460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2594464.250000 Penalty: 3288.137939
	Iteration 28Q: 3 clusters Score -2594464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2594464.750000 Penalty: 3288.137939
	Iteration 29Q: 3 clusters Score -2594465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2594464.750000 Penalty: 3288.137939
	Iteration 30F: 3 clusters Score -2594465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Entering Unmasked Estep 
Score: -1391947.625000 Penalty: 1549.583130
	Iteration 0F: 2 clusters Score -1391948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1382381.875000 Penalty: 3099.166260
	Iteration 0F: 3 clusters Score -1382382 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1385607.125000 Penalty: 3099.166260
	Iteration 1F: 3 clusters Score -1385607 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1385879.375000 Penalty: 3099.166260
	Iteration 2F: 3 clusters Score -1385879 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1386118.875000 Penalty: 3099.166260
	Iteration 3Q: 3 clusters Score -1386119 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1386354.375000 Penalty: 3099.166260
	Iteration 4Q: 3 clusters Score -1386354 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1386627.750000 Penalty: 3099.166260
	Iteration 5Q: 3 clusters Score -1386628 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1386985.000000 Penalty: 3099.166260
	Iteration 6Q: 3 clusters Score -1386985 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1387442.250000 Penalty: 3099.166260
	Iteration 7F: 3 clusters Score -1387442 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1388049.750000 Penalty: 3099.166260
	Iteration 8F: 3 clusters Score -1388050 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1388752.000000 Penalty: 3099.166260
	Iteration 9F: 3 clusters Score -1388752 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1389389.125000 Penalty: 3099.166260
	Iteration 10F: 3 clusters Score -1389389 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1389880.250000 Penalty: 3099.166260
	Iteration 11Q: 3 clusters Score -1389880 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1390190.875000 Penalty: 3099.166260
	Iteration 12Q: 3 clusters Score -1390191 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1390351.250000 Penalty: 3099.166260
	Iteration 13Q: 3 clusters Score -1390351 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1390440.750000 Penalty: 3099.166260
	Iteration 14Q: 3 clusters Score -1390441 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1390501.000000 Penalty: 3099.166260
	Iteration 15Q: 3 clusters Score -1390501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1390535.500000 Penalty: 3099.166260
	Iteration 16Q: 3 clusters Score -1390536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1390550.125000 Penalty: 3099.166260
	Iteration 17Q: 3 clusters Score -1390550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1390560.125000 Penalty: 3099.166260
	Iteration 18Q: 3 clusters Score -1390560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1390570.875000 Penalty: 3099.166260
	Iteration 19Q: 3 clusters Score -1390571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1390580.625000 Penalty: 3099.166260
	Iteration 20F: 3 clusters Score -1390581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1390582.250000 Penalty: 3099.166260
	Iteration 21Q: 3 clusters Score -1390582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1390587.500000 Penalty: 3099.166260
	Iteration 22Q: 3 clusters Score -1390588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1390589.375000 Penalty: 3099.166260
	Iteration 23Q: 3 clusters Score -1390589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1390589.375000 Penalty: 3099.166260
	Iteration 24F: 3 clusters Score -1390589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Entering Unmasked Estep 
Score: -194422.328125 Penalty: 1251.224365
	Iteration 0F: 2 clusters Score -194422.3 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 1104 members 
Entering Unmasked Estep 
Score: -192205.125000 Penalty: 2502.448730
	Iteration 0F: 3 clusters Score -192205.1 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -192779.890625 Penalty: 2502.448730
	Iteration 1F: 3 clusters Score -192779.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -192933.671875 Penalty: 2502.448730
	Iteration 2F: 3 clusters Score -192933.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -193041.156250 Penalty: 2502.448730
	Iteration 3F: 3 clusters Score -193041.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -193122.812500 Penalty: 2502.448730
	Iteration 4Q: 3 clusters Score -193122.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -193178.859375 Penalty: 2502.448730
	Iteration 5Q: 3 clusters Score -193178.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -193217.718750 Penalty: 2502.448730
	Iteration 6Q: 3 clusters Score -193217.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -193252.109375 Penalty: 2502.448730
	Iteration 7Q: 3 clusters Score -193252.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -193292.812500 Penalty: 2502.448730
	Iteration 8Q: 3 clusters Score -193292.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -193321.531250 Penalty: 2502.448730
	Iteration 9Q: 3 clusters Score -193321.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -193337.312500 Penalty: 2502.448730
	Iteration 10Q: 3 clusters Score -193337.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -193344.281250 Penalty: 2502.448730
	Iteration 11Q: 3 clusters Score -193344.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -193351.187500 Penalty: 2502.448730
	Iteration 12Q: 3 clusters Score -193351.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -193360.078125 Penalty: 2502.448730
	Iteration 13Q: 3 clusters Score -193360.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -193367.343750 Penalty: 2502.448730
	Iteration 14Q: 3 clusters Score -193367.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -193374.453125 Penalty: 2502.448730
	Iteration 15Q: 3 clusters Score -193374.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -193381.234375 Penalty: 2502.448730
	Iteration 16Q: 3 clusters Score -193381.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -193387.406250 Penalty: 2502.448730
	Iteration 17Q: 3 clusters Score -193387.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -193394.796875 Penalty: 2502.448730
	Iteration 18Q: 3 clusters Score -193394.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -193399.359375 Penalty: 2502.448730
	Iteration 19Q: 3 clusters Score -193399.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -193409.328125 Penalty: 2502.448730
	Iteration 20F: 3 clusters Score -193409.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -193440.296875 Penalty: 2502.448730
	Iteration 21Q: 3 clusters Score -193440.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -193451.796875 Penalty: 2502.448730
	Iteration 22Q: 3 clusters Score -193451.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -193465.046875 Penalty: 2502.448730
	Iteration 23Q: 3 clusters Score -193465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -193476.828125 Penalty: 2502.448730
	Iteration 24Q: 3 clusters Score -193476.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -193484.875000 Penalty: 2502.448730
	Iteration 25Q: 3 clusters Score -193484.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -193488.578125 Penalty: 2502.448730
	Iteration 26Q: 3 clusters Score -193488.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -193494.500000 Penalty: 2502.448730
	Iteration 27Q: 3 clusters Score -193494.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -193505.625000 Penalty: 2502.448730
	Iteration 28Q: 3 clusters Score -193505.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -193516.375000 Penalty: 2502.448730
	Iteration 29Q: 3 clusters Score -193516.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -193523.796875 Penalty: 2502.448730
	Iteration 30Q: 3 clusters Score -193523.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -193531.515625 Penalty: 2502.448730
	Iteration 31Q: 3 clusters Score -193531.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -193536.781250 Penalty: 2502.448730
	Iteration 32Q: 3 clusters Score -193536.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -193542.421875 Penalty: 2502.448730
	Iteration 33Q: 3 clusters Score -193542.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -193548.109375 Penalty: 2502.448730
	Iteration 34Q: 3 clusters Score -193548.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -193550.625000 Penalty: 2502.448730
	Iteration 35Q: 3 clusters Score -193550.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -193552.937500 Penalty: 2502.448730
	Iteration 36Q: 3 clusters Score -193552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -193555.109375 Penalty: 2502.448730
	Iteration 37Q: 3 clusters Score -193555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -193556.765625 Penalty: 2502.448730
	Iteration 38Q: 3 clusters Score -193556.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -193558.078125 Penalty: 2502.448730
	Iteration 39Q: 3 clusters Score -193558.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -193559.531250 Penalty: 2502.448730
	Iteration 40F: 3 clusters Score -193559.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -193560.421875 Penalty: 2502.448730
	Iteration 41Q: 3 clusters Score -193560.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -193560.937500 Penalty: 2502.448730
	Iteration 42Q: 3 clusters Score -193560.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -193560.937500 Penalty: 2502.448730
	Iteration 43F: 3 clusters Score -193560.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (131573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131573 members 
Entering Unmasked Estep 
Score: -13569972.000000 Penalty: 1915.439087
	Iteration 0F: 2 clusters Score -1.356997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65921 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -13484732.000000 Penalty: 3830.878174
	Iteration 0F: 3 clusters Score -1.348473e+07 nChanged 62834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69093 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
Score: -13520856.000000 Penalty: 3830.878174
	Iteration 1F: 3 clusters Score -1.352086e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71648 members 
Mstep: Class 2 contains 59925 members 
Entering Unmasked Estep 
Score: -13522007.000000 Penalty: 3830.878174
	Iteration 2Q: 3 clusters Score -1.352201e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75572 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -13523682.000000 Penalty: 3830.878174
	Iteration 3Q: 3 clusters Score -1.352368e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81338 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -13526629.000000 Penalty: 3830.878174
	Iteration 4Q: 3 clusters Score -1.352663e+07 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89493 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -13531607.000000 Penalty: 3830.878174
	Iteration 5F: 3 clusters Score -1.353161e+07 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100065 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -13539837.000000 Penalty: 3830.878174
	Iteration 6F: 3 clusters Score -1.353984e+07 nChanged 11780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111769 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -13550366.000000 Penalty: 3830.878174
	Iteration 7F: 3 clusters Score -1.355037e+07 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121803 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -13560150.000000 Penalty: 3830.878174
	Iteration 8F: 3 clusters Score -1.356015e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127859 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -13565695.000000 Penalty: 3830.878174
	Iteration 9Q: 3 clusters Score -1.35657e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130268 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -13567530.000000 Penalty: 3830.878174
	Iteration 10Q: 3 clusters Score -1.356753e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131012 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -13568040.000000 Penalty: 3830.878174
	Iteration 11Q: 3 clusters Score -1.356804e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131227 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13568191.000000 Penalty: 3830.878174
	Iteration 12Q: 3 clusters Score -1.356819e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131303 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -13568283.000000 Penalty: 3830.878174
	Iteration 13Q: 3 clusters Score -1.356828e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131323 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13568316.000000 Penalty: 3830.878174
	Iteration 14Q: 3 clusters Score -1.356832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131337 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -13568353.000000 Penalty: 3830.878174
	Iteration 15Q: 3 clusters Score -1.356835e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131341 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -13568351.000000 Penalty: 3830.878174
	Iteration 16Q: 3 clusters Score -1.356835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131342 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -13568351.000000 Penalty: 3830.878174
	Iteration 17Q: 3 clusters Score -1.356835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131343 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -13568359.000000 Penalty: 3830.878174
	Iteration 18Q: 3 clusters Score -1.356836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131346 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -13568364.000000 Penalty: 3830.878174
	Iteration 19Q: 3 clusters Score -1.356836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131347 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -13568363.000000 Penalty: 3830.878174
	Iteration 20F: 3 clusters Score -1.356836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131348 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -13568368.000000 Penalty: 3830.878174
	Iteration 21Q: 3 clusters Score -1.356837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131347 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -13568361.000000 Penalty: 3830.878174
	Iteration 22Q: 3 clusters Score -1.356836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131348 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -13568365.000000 Penalty: 3830.878174
	Iteration 23Q: 3 clusters Score -1.356836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131347 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -13568377.000000 Penalty: 3830.878174
	Iteration 24Q: 3 clusters Score -1.356838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131347 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -13568379.000000 Penalty: 3830.878174
	Iteration 25Q: 3 clusters Score -1.356838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131347 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -13568379.000000 Penalty: 3830.878174
	Iteration 26F: 3 clusters Score -1.356838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (146804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146804 members 
Entering Unmasked Estep 
Score: -14922402.000000 Penalty: 1933.238647
	Iteration 0F: 2 clusters Score -1.49224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 73599 members 
Entering Unmasked Estep 
Score: -14824586.000000 Penalty: 3866.477295
	Iteration 0F: 3 clusters Score -1.482459e+07 nChanged 70821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70758 members 
Mstep: Class 2 contains 76046 members 
Entering Unmasked Estep 
Score: -14865617.000000 Penalty: 3866.477295
	Iteration 1F: 3 clusters Score -1.486562e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69215 members 
Mstep: Class 2 contains 77589 members 
Entering Unmasked Estep 
Score: -14866392.000000 Penalty: 3866.477295
	Iteration 2Q: 3 clusters Score -1.486639e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66755 members 
Mstep: Class 2 contains 80049 members 
Entering Unmasked Estep 
Score: -14867409.000000 Penalty: 3866.477295
	Iteration 3Q: 3 clusters Score -1.486741e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 84114 members 
Entering Unmasked Estep 
Score: -14869151.000000 Penalty: 3866.477295
	Iteration 4Q: 3 clusters Score -1.486915e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56645 members 
Mstep: Class 2 contains 90159 members 
Entering Unmasked Estep 
Score: -14872310.000000 Penalty: 3866.477295
	Iteration 5Q: 3 clusters Score -1.487231e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 98785 members 
Entering Unmasked Estep 
Score: -14877689.000000 Penalty: 3866.477295
	Iteration 6F: 3 clusters Score -1.487769e+07 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 110003 members 
Entering Unmasked Estep 
Score: -14886497.000000 Penalty: 3866.477295
	Iteration 7F: 3 clusters Score -1.48865e+07 nChanged 12368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 122363 members 
Entering Unmasked Estep 
Score: -14897682.000000 Penalty: 3866.477295
	Iteration 8F: 3 clusters Score -1.489768e+07 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 133345 members 
Entering Unmasked Estep 
Score: -14908118.000000 Penalty: 3866.477295
	Iteration 9F: 3 clusters Score -1.490812e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 140897 members 
Entering Unmasked Estep 
Score: -14915451.000000 Penalty: 3866.477295
	Iteration 10F: 3 clusters Score -1.491545e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 144675 members 
Entering Unmasked Estep 
Score: -14918947.000000 Penalty: 3866.477295
	Iteration 11Q: 3 clusters Score -1.491895e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 146026 members 
Entering Unmasked Estep 
Score: -14920013.000000 Penalty: 3866.477295
	Iteration 12Q: 3 clusters Score -1.492001e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 146444 members 
Entering Unmasked Estep 
Score: -14920415.000000 Penalty: 3866.477295
	Iteration 13Q: 3 clusters Score -1.492042e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 146568 members 
Entering Unmasked Estep 
Score: -14920554.000000 Penalty: 3866.477295
	Iteration 14Q: 3 clusters Score -1.492055e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 146605 members 
Entering Unmasked Estep 
Score: -14920637.000000 Penalty: 3866.477295
	Iteration 15Q: 3 clusters Score -1.492064e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 146618 members 
Entering Unmasked Estep 
Score: -14920675.000000 Penalty: 3866.477295
	Iteration 16Q: 3 clusters Score -1.492068e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 146623 members 
Entering Unmasked Estep 
Score: -14920696.000000 Penalty: 3866.477295
	Iteration 17Q: 3 clusters Score -1.49207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 146628 members 
Entering Unmasked Estep 
Score: -14920711.000000 Penalty: 3866.477295
	Iteration 18Q: 3 clusters Score -1.492071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 146630 members 
Entering Unmasked Estep 
Score: -14920710.000000 Penalty: 3866.477295
	Iteration 19Q: 3 clusters Score -1.492071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146633 members 
Entering Unmasked Estep 
Score: -14920727.000000 Penalty: 3866.477295
	Iteration 20F: 3 clusters Score -1.492073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 146635 members 
Entering Unmasked Estep 
Score: -14920740.000000 Penalty: 3866.477295
	Iteration 21Q: 3 clusters Score -1.492074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 146638 members 
Entering Unmasked Estep 
Score: -14920744.000000 Penalty: 3866.477295
	Iteration 22Q: 3 clusters Score -1.492074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 146639 members 
Entering Unmasked Estep 
Score: -14920743.000000 Penalty: 3866.477295
	Iteration 23Q: 3 clusters Score -1.492074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 146641 members 
Entering Unmasked Estep 
Score: -14920742.000000 Penalty: 3866.477295
	Iteration 24Q: 3 clusters Score -1.492074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 146642 members 
Entering Unmasked Estep 
Score: -14920751.000000 Penalty: 3866.477295
	Iteration 25Q: 3 clusters Score -1.492075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 146642 members 
Entering Unmasked Estep 
Score: -14920751.000000 Penalty: 3866.477295
	Iteration 26F: 3 clusters Score -1.492075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (162430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162430 members 
Entering Unmasked Estep 
Score: -16382063.000000 Penalty: 1949.675293
	Iteration 0F: 2 clusters Score -1.638206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81047 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -16275138.000000 Penalty: 3899.350586
	Iteration 0F: 3 clusters Score -1.627514e+07 nChanged 78435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77926 members 
Mstep: Class 2 contains 84504 members 
Entering Unmasked Estep 
Score: -16321481.000000 Penalty: 3899.350586
	Iteration 1F: 3 clusters Score -1.632148e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 86304 members 
Entering Unmasked Estep 
Score: -16322313.000000 Penalty: 3899.350586
	Iteration 2Q: 3 clusters Score -1.632231e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73193 members 
Mstep: Class 2 contains 89237 members 
Entering Unmasked Estep 
Score: -16323351.000000 Penalty: 3899.350586
	Iteration 3Q: 3 clusters Score -1.632335e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68554 members 
Mstep: Class 2 contains 93876 members 
Entering Unmasked Estep 
Score: -16325265.000000 Penalty: 3899.350586
	Iteration 4Q: 3 clusters Score -1.632526e+07 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 100989 members 
Entering Unmasked Estep 
Score: -16328708.000000 Penalty: 3899.350586
	Iteration 5Q: 3 clusters Score -1.632871e+07 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 111076 members 
Entering Unmasked Estep 
Score: -16335165.000000 Penalty: 3899.350586
	Iteration 6F: 3 clusters Score -1.633516e+07 nChanged 13262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 124244 members 
Entering Unmasked Estep 
Score: -16345540.000000 Penalty: 3899.350586
	Iteration 7F: 3 clusters Score -1.634554e+07 nChanged 14160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 138348 members 
Entering Unmasked Estep 
Score: -16358873.000000 Penalty: 3899.350586
	Iteration 8F: 3 clusters Score -1.635887e+07 nChanged 11421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 149745 members 
Entering Unmasked Estep 
Score: -16370203.000000 Penalty: 3899.350586
	Iteration 9F: 3 clusters Score -1.63702e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 156946 members 
Entering Unmasked Estep 
Score: -16376490.000000 Penalty: 3899.350586
	Iteration 10Q: 3 clusters Score -1.637649e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 160473 members 
Entering Unmasked Estep 
Score: -16379208.000000 Penalty: 3899.350586
	Iteration 11Q: 3 clusters Score -1.637921e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 161722 members 
Entering Unmasked Estep 
Score: -16379931.000000 Penalty: 3899.350586
	Iteration 12Q: 3 clusters Score -1.637993e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 162125 members 
Entering Unmasked Estep 
Score: -16380164.000000 Penalty: 3899.350586
	Iteration 13Q: 3 clusters Score -1.638016e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 162239 members 
Entering Unmasked Estep 
Score: -16380274.000000 Penalty: 3899.350586
	Iteration 14Q: 3 clusters Score -1.638027e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 162271 members 
Entering Unmasked Estep 
Score: -16380326.000000 Penalty: 3899.350586
	Iteration 15Q: 3 clusters Score -1.638033e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 162284 members 
Entering Unmasked Estep 
Score: -16380351.000000 Penalty: 3899.350586
	Iteration 16Q: 3 clusters Score -1.638035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 162290 members 
Entering Unmasked Estep 
Score: -16380366.000000 Penalty: 3899.350586
	Iteration 17Q: 3 clusters Score -1.638037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 162294 members 
Entering Unmasked Estep 
Score: -16380375.000000 Penalty: 3899.350586
	Iteration 18Q: 3 clusters Score -1.638038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 162294 members 
Entering Unmasked Estep 
Score: -16380393.000000 Penalty: 3899.350586
	Iteration 19Q: 3 clusters Score -1.638039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 162294 members 
Entering Unmasked Estep 
Score: -16380391.000000 Penalty: 3899.350586
	Iteration 20F: 3 clusters Score -1.638039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Entering Unmasked Estep 
Score: -94793.007812 Penalty: 1115.876709
	Iteration 0F: 2 clusters Score -94793.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -93371.359375 Penalty: 2231.753418
	Iteration 0F: 3 clusters Score -93371.36 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -93607.796875 Penalty: 2231.753418
	Iteration 1F: 3 clusters Score -93607.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -93666.359375 Penalty: 2231.753418
	Iteration 2F: 3 clusters Score -93666.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -93699.125000 Penalty: 2231.753418
	Iteration 3Q: 3 clusters Score -93699.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -93718.289062 Penalty: 2231.753418
	Iteration 4Q: 3 clusters Score -93718.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -93729.640625 Penalty: 2231.753418
	Iteration 5Q: 3 clusters Score -93729.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -93731.968750 Penalty: 2231.753418
	Iteration 6Q: 3 clusters Score -93731.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -93734.140625 Penalty: 2231.753418
	Iteration 7Q: 3 clusters Score -93734.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -93736.734375 Penalty: 2231.753418
	Iteration 8Q: 3 clusters Score -93736.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -93739.882812 Penalty: 2231.753418
	Iteration 9Q: 3 clusters Score -93739.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -93742.609375 Penalty: 2231.753418
	Iteration 10Q: 3 clusters Score -93742.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -93743.929688 Penalty: 2231.753418
	Iteration 11Q: 3 clusters Score -93743.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -93745.242188 Penalty: 2231.753418
	Iteration 12Q: 3 clusters Score -93745.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -93747.015625 Penalty: 2231.753418
	Iteration 13Q: 3 clusters Score -93747.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -93747.929688 Penalty: 2231.753418
	Iteration 14Q: 3 clusters Score -93747.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -93747.929688 Penalty: 2231.753418
	Iteration 15F: 3 clusters Score -93747.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 24834 members 
Mstep: Class 3 contains 146405 members 
Mstep: Class 4 contains 42842 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 7 contains 15485 members 
Mstep: Class 9 contains 56856 members 
Mstep: Class 10 contains 82768 members 
Mstep: Class 11 contains 68427 members 
Mstep: Class 12 contains 168430 members 
Mstep: Class 13 contains 160703 members 
Mstep: Class 14 contains 31138 members 
Mstep: Class 15 contains 24769 members 
Mstep: Class 16 contains 13848 members 
Mstep: Class 17 contains 2208 members 
Mstep: Class 18 contains 131573 members 
Mstep: Class 20 contains 146804 members 
Mstep: Class 21 contains 162430 members 
Mstep: Class 22 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975200.000000 Penalty: 43433.996094
Iteration 119Q: 20 clusters Score -1.279752e+08 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 24762 members 
Mstep: Class 3 contains 146342 members 
Mstep: Class 4 contains 42939 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 7 contains 15548 members 
Mstep: Class 9 contains 56998 members 
Mstep: Class 10 contains 82878 members 
Mstep: Class 11 contains 68449 members 
Mstep: Class 12 contains 168157 members 
Mstep: Class 13 contains 160870 members 
Mstep: Class 14 contains 30658 members 
Mstep: Class 15 contains 24768 members 
Mstep: Class 16 contains 13808 members 
Mstep: Class 17 contains 2203 members 
Mstep: Class 18 contains 131817 members 
Mstep: Class 20 contains 146977 members 
Mstep: Class 21 contains 162337 members 
Mstep: Class 22 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974872.000000 Penalty: 43433.996094
Iteration 120F: 20 clusters Score -1.279749e+08 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 24684 members 
Mstep: Class 3 contains 146287 members 
Mstep: Class 4 contains 43045 members 
Mstep: Class 5 contains 2627 members 
Mstep: Class 7 contains 15614 members 
Mstep: Class 9 contains 57128 members 
Mstep: Class 10 contains 83009 members 
Mstep: Class 11 contains 68479 members 
Mstep: Class 12 contains 167919 members 
Mstep: Class 13 contains 161004 members 
Mstep: Class 14 contains 30189 members 
Mstep: Class 15 contains 24765 members 
Mstep: Class 16 contains 13774 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 132050 members 
Mstep: Class 20 contains 147118 members 
Mstep: Class 21 contains 162230 members 
Mstep: Class 22 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974592.000000 Penalty: 43433.996094
Iteration 121Q: 20 clusters Score -1.279746e+08 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 24590 members 
Mstep: Class 3 contains 146247 members 
Mstep: Class 4 contains 43127 members 
Mstep: Class 5 contains 2638 members 
Mstep: Class 7 contains 15679 members 
Mstep: Class 9 contains 57260 members 
Mstep: Class 10 contains 83146 members 
Mstep: Class 11 contains 68497 members 
Mstep: Class 12 contains 167713 members 
Mstep: Class 13 contains 161150 members 
Mstep: Class 14 contains 29704 members 
Mstep: Class 15 contains 24767 members 
Mstep: Class 16 contains 13774 members 
Mstep: Class 17 contains 2202 members 
Mstep: Class 18 contains 132242 members 
Mstep: Class 20 contains 147265 members 
Mstep: Class 21 contains 162125 members 
Mstep: Class 22 contains 959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974520.000000 Penalty: 43433.996094
Iteration 122Q: 20 clusters Score -1.279745e+08 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 24484 members 
Mstep: Class 3 contains 146195 members 
Mstep: Class 4 contains 43207 members 
Mstep: Class 5 contains 2640 members 
Mstep: Class 7 contains 15732 members 
Mstep: Class 9 contains 57373 members 
Mstep: Class 10 contains 83275 members 
Mstep: Class 11 contains 68515 members 
Mstep: Class 12 contains 167552 members 
Mstep: Class 13 contains 161252 members 
Mstep: Class 14 contains 29232 members 
Mstep: Class 15 contains 24780 members 
Mstep: Class 16 contains 13792 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 132454 members 
Mstep: Class 20 contains 147382 members 
Mstep: Class 21 contains 162053 members 
Mstep: Class 22 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974784.000000 Penalty: 43433.996094
Iteration 123Q: 20 clusters Score -1.279748e+08 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 24376 members 
Mstep: Class 3 contains 146143 members 
Mstep: Class 4 contains 43288 members 
Mstep: Class 5 contains 2648 members 
Mstep: Class 7 contains 15790 members 
Mstep: Class 9 contains 57504 members 
Mstep: Class 10 contains 83409 members 
Mstep: Class 11 contains 68528 members 
Mstep: Class 12 contains 167404 members 
Mstep: Class 13 contains 161328 members 
Mstep: Class 14 contains 28758 members 
Mstep: Class 15 contains 24784 members 
Mstep: Class 16 contains 13793 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 132677 members 
Mstep: Class 20 contains 147491 members 
Mstep: Class 21 contains 161993 members 
Mstep: Class 22 contains 959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974832.000000 Penalty: 43433.996094
Iteration 124Q: 20 clusters Score -1.279748e+08 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 24296 members 
Mstep: Class 3 contains 146119 members 
Mstep: Class 4 contains 43364 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 7 contains 15838 members 
Mstep: Class 9 contains 57620 members 
Mstep: Class 10 contains 83511 members 
Mstep: Class 11 contains 68546 members 
Mstep: Class 12 contains 167285 members 
Mstep: Class 13 contains 161427 members 
Mstep: Class 14 contains 28307 members 
Mstep: Class 15 contains 24794 members 
Mstep: Class 16 contains 13784 members 
Mstep: Class 17 contains 2210 members 
Mstep: Class 18 contains 132881 members 
Mstep: Class 20 contains 147573 members 
Mstep: Class 21 contains 161908 members 
Mstep: Class 22 contains 957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974768.000000 Penalty: 43433.996094
Iteration 125Q: 20 clusters Score -1.279748e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 24224 members 
Mstep: Class 3 contains 146092 members 
Mstep: Class 4 contains 43443 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 7 contains 15883 members 
Mstep: Class 9 contains 57741 members 
Mstep: Class 10 contains 83631 members 
Mstep: Class 11 contains 68585 members 
Mstep: Class 12 contains 167184 members 
Mstep: Class 13 contains 161499 members 
Mstep: Class 14 contains 27860 members 
Mstep: Class 15 contains 24807 members 
Mstep: Class 16 contains 13778 members 
Mstep: Class 17 contains 2213 members 
Mstep: Class 18 contains 133064 members 
Mstep: Class 20 contains 147630 members 
Mstep: Class 21 contains 161817 members 
Mstep: Class 22 contains 955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974880.000000 Penalty: 43433.996094
Iteration 126Q: 20 clusters Score -1.279749e+08 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 24155 members 
Mstep: Class 3 contains 146062 members 
Mstep: Class 4 contains 43525 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 7 contains 15921 members 
Mstep: Class 9 contains 57843 members 
Mstep: Class 10 contains 83747 members 
Mstep: Class 11 contains 68621 members 
Mstep: Class 12 contains 167097 members 
Mstep: Class 13 contains 161534 members 
Mstep: Class 14 contains 27418 members 
Mstep: Class 15 contains 24802 members 
Mstep: Class 16 contains 13762 members 
Mstep: Class 17 contains 2215 members 
Mstep: Class 18 contains 133299 members 
Mstep: Class 20 contains 147684 members 
Mstep: Class 21 contains 161765 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974984.000000 Penalty: 43433.996094
Iteration 127Q: 20 clusters Score -1.27975e+08 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 24072 members 
Mstep: Class 3 contains 146031 members 
Mstep: Class 4 contains 43618 members 
Mstep: Class 5 contains 2672 members 
Mstep: Class 7 contains 15957 members 
Mstep: Class 9 contains 57926 members 
Mstep: Class 10 contains 83821 members 
Mstep: Class 11 contains 68656 members 
Mstep: Class 12 contains 167021 members 
Mstep: Class 13 contains 161593 members 
Mstep: Class 14 contains 27031 members 
Mstep: Class 15 contains 24788 members 
Mstep: Class 16 contains 13747 members 
Mstep: Class 17 contains 2221 members 
Mstep: Class 18 contains 133530 members 
Mstep: Class 20 contains 147731 members 
Mstep: Class 21 contains 161703 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974824.000000 Penalty: 43433.996094
Iteration 128Q: 20 clusters Score -1.279748e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 23992 members 
Mstep: Class 3 contains 146015 members 
Mstep: Class 4 contains 43717 members 
Mstep: Class 5 contains 2676 members 
Mstep: Class 7 contains 15995 members 
Mstep: Class 9 contains 58017 members 
Mstep: Class 10 contains 83883 members 
Mstep: Class 11 contains 68691 members 
Mstep: Class 12 contains 166957 members 
Mstep: Class 13 contains 161640 members 
Mstep: Class 14 contains 26678 members 
Mstep: Class 15 contains 24768 members 
Mstep: Class 16 contains 13749 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 133729 members 
Mstep: Class 20 contains 147767 members 
Mstep: Class 21 contains 161623 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975232.000000 Penalty: 43433.996094
Iteration 129Q: 20 clusters Score -1.279752e+08 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 23924 members 
Mstep: Class 3 contains 146020 members 
Mstep: Class 4 contains 43793 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 7 contains 16014 members 
Mstep: Class 9 contains 58114 members 
Mstep: Class 10 contains 83990 members 
Mstep: Class 11 contains 68722 members 
Mstep: Class 12 contains 166871 members 
Mstep: Class 13 contains 161684 members 
Mstep: Class 14 contains 26304 members 
Mstep: Class 15 contains 24755 members 
Mstep: Class 16 contains 13770 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 133901 members 
Mstep: Class 20 contains 147816 members 
Mstep: Class 21 contains 161535 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975240.000000 Penalty: 43433.996094
Iteration 130Q: 20 clusters Score -1.279752e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 23860 members 
Mstep: Class 3 contains 146014 members 
Mstep: Class 4 contains 43872 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 7 contains 16030 members 
Mstep: Class 9 contains 58185 members 
Mstep: Class 10 contains 84033 members 
Mstep: Class 11 contains 68756 members 
Mstep: Class 12 contains 166800 members 
Mstep: Class 13 contains 161738 members 
Mstep: Class 14 contains 26000 members 
Mstep: Class 15 contains 24754 members 
Mstep: Class 16 contains 13811 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 134042 members 
Mstep: Class 20 contains 147852 members 
Mstep: Class 21 contains 161473 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975120.000000 Penalty: 43433.996094
Iteration 131Q: 20 clusters Score -1.279751e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 23796 members 
Mstep: Class 3 contains 146009 members 
Mstep: Class 4 contains 43937 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 7 contains 16057 members 
Mstep: Class 9 contains 58263 members 
Mstep: Class 10 contains 84086 members 
Mstep: Class 11 contains 68777 members 
Mstep: Class 12 contains 166716 members 
Mstep: Class 13 contains 161792 members 
Mstep: Class 14 contains 25703 members 
Mstep: Class 15 contains 24758 members 
Mstep: Class 16 contains 13850 members 
Mstep: Class 17 contains 2234 members 
Mstep: Class 18 contains 134187 members 
Mstep: Class 20 contains 147868 members 
Mstep: Class 21 contains 161415 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975200.000000 Penalty: 43433.996094
Iteration 132Q: 20 clusters Score -1.279752e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 23738 members 
Mstep: Class 3 contains 146001 members 
Mstep: Class 4 contains 43999 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 7 contains 16077 members 
Mstep: Class 9 contains 58351 members 
Mstep: Class 10 contains 84114 members 
Mstep: Class 11 contains 68794 members 
Mstep: Class 12 contains 166651 members 
Mstep: Class 13 contains 161828 members 
Mstep: Class 14 contains 25438 members 
Mstep: Class 15 contains 24769 members 
Mstep: Class 16 contains 13870 members 
Mstep: Class 17 contains 2241 members 
Mstep: Class 18 contains 134275 members 
Mstep: Class 20 contains 147905 members 
Mstep: Class 21 contains 161399 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975304.000000 Penalty: 43433.996094
Iteration 133Q: 20 clusters Score -1.279753e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 23699 members 
Mstep: Class 3 contains 145991 members 
Mstep: Class 4 contains 44070 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 7 contains 16095 members 
Mstep: Class 9 contains 58434 members 
Mstep: Class 10 contains 84131 members 
Mstep: Class 11 contains 68809 members 
Mstep: Class 12 contains 166609 members 
Mstep: Class 13 contains 161890 members 
Mstep: Class 14 contains 25172 members 
Mstep: Class 15 contains 24765 members 
Mstep: Class 16 contains 13879 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 18 contains 134363 members 
Mstep: Class 20 contains 147926 members 
Mstep: Class 21 contains 161374 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975216.000000 Penalty: 43433.996094
Iteration 134Q: 20 clusters Score -1.279752e+08 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 23655 members 
Mstep: Class 3 contains 145980 members 
Mstep: Class 4 contains 44121 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 7 contains 16116 members 
Mstep: Class 9 contains 58502 members 
Mstep: Class 10 contains 84143 members 
Mstep: Class 11 contains 68817 members 
Mstep: Class 12 contains 166576 members 
Mstep: Class 13 contains 161963 members 
Mstep: Class 14 contains 24911 members 
Mstep: Class 15 contains 24756 members 
Mstep: Class 16 contains 13889 members 
Mstep: Class 17 contains 2247 members 
Mstep: Class 18 contains 134476 members 
Mstep: Class 20 contains 147941 members 
Mstep: Class 21 contains 161361 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975056.000000 Penalty: 43433.996094
Iteration 135Q: 20 clusters Score -1.279751e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 23618 members 
Mstep: Class 3 contains 145981 members 
Mstep: Class 4 contains 44166 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 7 contains 16144 members 
Mstep: Class 9 contains 58582 members 
Mstep: Class 10 contains 84141 members 
Mstep: Class 11 contains 68834 members 
Mstep: Class 12 contains 166532 members 
Mstep: Class 13 contains 162016 members 
Mstep: Class 14 contains 24655 members 
Mstep: Class 15 contains 24739 members 
Mstep: Class 16 contains 13881 members 
Mstep: Class 17 contains 2250 members 
Mstep: Class 18 contains 134577 members 
Mstep: Class 20 contains 147968 members 
Mstep: Class 21 contains 161374 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975248.000000 Penalty: 43433.996094
Iteration 136Q: 20 clusters Score -1.279752e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 23582 members 
Mstep: Class 3 contains 145991 members 
Mstep: Class 4 contains 44194 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 7 contains 16152 members 
Mstep: Class 9 contains 58633 members 
Mstep: Class 10 contains 84157 members 
Mstep: Class 11 contains 68842 members 
Mstep: Class 12 contains 166484 members 
Mstep: Class 13 contains 162082 members 
Mstep: Class 14 contains 24429 members 
Mstep: Class 15 contains 24733 members 
Mstep: Class 16 contains 13853 members 
Mstep: Class 17 contains 2250 members 
Mstep: Class 18 contains 134664 members 
Mstep: Class 20 contains 148003 members 
Mstep: Class 21 contains 161411 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975440.000000 Penalty: 43433.996094
Iteration 137Q: 20 clusters Score -1.279754e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 23564 members 
Mstep: Class 3 contains 145999 members 
Mstep: Class 4 contains 44234 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 7 contains 16167 members 
Mstep: Class 9 contains 58701 members 
Mstep: Class 10 contains 84171 members 
Mstep: Class 11 contains 68840 members 
Mstep: Class 12 contains 166440 members 
Mstep: Class 13 contains 162139 members 
Mstep: Class 14 contains 24179 members 
Mstep: Class 15 contains 24734 members 
Mstep: Class 16 contains 13822 members 
Mstep: Class 17 contains 2254 members 
Mstep: Class 18 contains 134727 members 
Mstep: Class 20 contains 148027 members 
Mstep: Class 21 contains 161468 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975280.000000 Penalty: 43433.996094
Iteration 138Q: 20 clusters Score -1.279753e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 23522 members 
Mstep: Class 3 contains 146005 members 
Mstep: Class 4 contains 44270 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 7 contains 16190 members 
Mstep: Class 9 contains 58783 members 
Mstep: Class 10 contains 84209 members 
Mstep: Class 11 contains 68829 members 
Mstep: Class 12 contains 166399 members 
Mstep: Class 13 contains 162170 members 
Mstep: Class 14 contains 23960 members 
Mstep: Class 15 contains 24739 members 
Mstep: Class 16 contains 13811 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 134786 members 
Mstep: Class 20 contains 148054 members 
Mstep: Class 21 contains 161480 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975392.000000 Penalty: 43433.996094
Iteration 139Q: 20 clusters Score -1.279754e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 23492 members 
Mstep: Class 3 contains 145997 members 
Mstep: Class 4 contains 44302 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 7 contains 16202 members 
Mstep: Class 9 contains 58842 members 
Mstep: Class 10 contains 84223 members 
Mstep: Class 11 contains 68826 members 
Mstep: Class 12 contains 166389 members 
Mstep: Class 13 contains 162192 members 
Mstep: Class 14 contains 23739 members 
Mstep: Class 15 contains 24748 members 
Mstep: Class 16 contains 13788 members 
Mstep: Class 17 contains 2264 members 
Mstep: Class 18 contains 134865 members 
Mstep: Class 20 contains 148076 members 
Mstep: Class 21 contains 161520 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975352.000000 Penalty: 43433.996094
Iteration 140F: 20 clusters Score -1.279754e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 23461 members 
Mstep: Class 3 contains 145977 members 
Mstep: Class 4 contains 44327 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 7 contains 16211 members 
Mstep: Class 9 contains 58882 members 
Mstep: Class 10 contains 84289 members 
Mstep: Class 11 contains 68809 members 
Mstep: Class 12 contains 166364 members 
Mstep: Class 13 contains 162212 members 
Mstep: Class 14 contains 23526 members 
Mstep: Class 15 contains 24750 members 
Mstep: Class 16 contains 13768 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 134948 members 
Mstep: Class 20 contains 148096 members 
Mstep: Class 21 contains 161567 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975232.000000 Penalty: 43433.996094
Iteration 141Q: 20 clusters Score -1.279752e+08 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 23432 members 
Mstep: Class 3 contains 145961 members 
Mstep: Class 4 contains 44344 members 
Mstep: Class 5 contains 2684 members 
Mstep: Class 7 contains 16225 members 
Mstep: Class 9 contains 58918 members 
Mstep: Class 10 contains 84344 members 
Mstep: Class 11 contains 68808 members 
Mstep: Class 12 contains 166341 members 
Mstep: Class 13 contains 162212 members 
Mstep: Class 14 contains 23326 members 
Mstep: Class 15 contains 24745 members 
Mstep: Class 16 contains 13739 members 
Mstep: Class 17 contains 2283 members 
Mstep: Class 18 contains 135039 members 
Mstep: Class 20 contains 148113 members 
Mstep: Class 21 contains 161633 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975032.000000 Penalty: 43433.996094
Iteration 142Q: 20 clusters Score -1.27975e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 23418 members 
Mstep: Class 3 contains 145952 members 
Mstep: Class 4 contains 44360 members 
Mstep: Class 5 contains 2685 members 
Mstep: Class 7 contains 16237 members 
Mstep: Class 9 contains 58970 members 
Mstep: Class 10 contains 84412 members 
Mstep: Class 11 contains 68800 members 
Mstep: Class 12 contains 166312 members 
Mstep: Class 13 contains 162233 members 
Mstep: Class 14 contains 23133 members 
Mstep: Class 15 contains 24745 members 
Mstep: Class 16 contains 13704 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 135119 members 
Mstep: Class 20 contains 148131 members 
Mstep: Class 21 contains 161646 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975224.000000 Penalty: 43433.996094
Iteration 143Q: 20 clusters Score -1.279752e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 23387 members 
Mstep: Class 3 contains 145943 members 
Mstep: Class 4 contains 44372 members 
Mstep: Class 5 contains 2686 members 
Mstep: Class 7 contains 16249 members 
Mstep: Class 9 contains 59019 members 
Mstep: Class 10 contains 84488 members 
Mstep: Class 11 contains 68792 members 
Mstep: Class 12 contains 166281 members 
Mstep: Class 13 contains 162251 members 
Mstep: Class 14 contains 22947 members 
Mstep: Class 15 contains 24751 members 
Mstep: Class 16 contains 13678 members 
Mstep: Class 17 contains 2298 members 
Mstep: Class 18 contains 135205 members 
Mstep: Class 20 contains 148158 members 
Mstep: Class 21 contains 161647 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975192.000000 Penalty: 43433.996094
Iteration 144Q: 20 clusters Score -1.279752e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 23361 members 
Mstep: Class 3 contains 145943 members 
Mstep: Class 4 contains 44407 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 7 contains 16259 members 
Mstep: Class 9 contains 59055 members 
Mstep: Class 10 contains 84574 members 
Mstep: Class 11 contains 68781 members 
Mstep: Class 12 contains 166265 members 
Mstep: Class 13 contains 162274 members 
Mstep: Class 14 contains 22769 members 
Mstep: Class 15 contains 24748 members 
Mstep: Class 16 contains 13661 members 
Mstep: Class 17 contains 2301 members 
Mstep: Class 18 contains 135277 members 
Mstep: Class 20 contains 148175 members 
Mstep: Class 21 contains 161617 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975368.000000 Penalty: 43433.996094
Iteration 145Q: 20 clusters Score -1.279754e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 23329 members 
Mstep: Class 3 contains 145935 members 
Mstep: Class 4 contains 44431 members 
Mstep: Class 5 contains 2690 members 
Mstep: Class 7 contains 16274 members 
Mstep: Class 9 contains 59080 members 
Mstep: Class 10 contains 84657 members 
Mstep: Class 11 contains 68787 members 
Mstep: Class 12 contains 166223 members 
Mstep: Class 13 contains 162287 members 
Mstep: Class 14 contains 22591 members 
Mstep: Class 15 contains 24750 members 
Mstep: Class 16 contains 13655 members 
Mstep: Class 17 contains 2305 members 
Mstep: Class 18 contains 135356 members 
Mstep: Class 20 contains 148198 members 
Mstep: Class 21 contains 161610 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975256.000000 Penalty: 43433.996094
Iteration 146Q: 20 clusters Score -1.279753e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 23301 members 
Mstep: Class 3 contains 145924 members 
Mstep: Class 4 contains 44467 members 
Mstep: Class 5 contains 2690 members 
Mstep: Class 7 contains 16290 members 
Mstep: Class 9 contains 59109 members 
Mstep: Class 10 contains 84719 members 
Mstep: Class 11 contains 68782 members 
Mstep: Class 12 contains 166165 members 
Mstep: Class 13 contains 162320 members 
Mstep: Class 14 contains 22434 members 
Mstep: Class 15 contains 24744 members 
Mstep: Class 16 contains 13656 members 
Mstep: Class 17 contains 2309 members 
Mstep: Class 18 contains 135448 members 
Mstep: Class 20 contains 148227 members 
Mstep: Class 21 contains 161578 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975296.000000 Penalty: 43433.996094
Iteration 147Q: 20 clusters Score -1.279753e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 23280 members 
Mstep: Class 3 contains 145904 members 
Mstep: Class 4 contains 44495 members 
Mstep: Class 5 contains 2690 members 
Mstep: Class 7 contains 16294 members 
Mstep: Class 9 contains 59132 members 
Mstep: Class 10 contains 84784 members 
Mstep: Class 11 contains 68785 members 
Mstep: Class 12 contains 166100 members 
Mstep: Class 13 contains 162355 members 
Mstep: Class 14 contains 22273 members 
Mstep: Class 15 contains 24737 members 
Mstep: Class 16 contains 13662 members 
Mstep: Class 17 contains 2309 members 
Mstep: Class 18 contains 135551 members 
Mstep: Class 20 contains 148249 members 
Mstep: Class 21 contains 161563 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975496.000000 Penalty: 43433.996094
Iteration 148Q: 20 clusters Score -1.279755e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 23255 members 
Mstep: Class 3 contains 145891 members 
Mstep: Class 4 contains 44520 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16307 members 
Mstep: Class 9 contains 59158 members 
Mstep: Class 10 contains 84847 members 
Mstep: Class 11 contains 68780 members 
Mstep: Class 12 contains 166045 members 
Mstep: Class 13 contains 162380 members 
Mstep: Class 14 contains 22098 members 
Mstep: Class 15 contains 24734 members 
Mstep: Class 16 contains 13663 members 
Mstep: Class 17 contains 2312 members 
Mstep: Class 18 contains 135661 members 
Mstep: Class 20 contains 148249 members 
Mstep: Class 21 contains 161573 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975504.000000 Penalty: 43433.996094
Iteration 149Q: 20 clusters Score -1.279755e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 23220 members 
Mstep: Class 3 contains 145879 members 
Mstep: Class 4 contains 44558 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16327 members 
Mstep: Class 9 contains 59185 members 
Mstep: Class 10 contains 84896 members 
Mstep: Class 11 contains 68760 members 
Mstep: Class 12 contains 166007 members 
Mstep: Class 13 contains 162382 members 
Mstep: Class 14 contains 21909 members 
Mstep: Class 15 contains 24737 members 
Mstep: Class 16 contains 13669 members 
Mstep: Class 17 contains 2317 members 
Mstep: Class 18 contains 135773 members 
Mstep: Class 20 contains 148257 members 
Mstep: Class 21 contains 161596 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975256.000000 Penalty: 43433.996094
Iteration 150Q: 20 clusters Score -1.279753e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 23199 members 
Mstep: Class 3 contains 145872 members 
Mstep: Class 4 contains 44573 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16329 members 
Mstep: Class 9 contains 59204 members 
Mstep: Class 10 contains 84947 members 
Mstep: Class 11 contains 68754 members 
Mstep: Class 12 contains 165985 members 
Mstep: Class 13 contains 162393 members 
Mstep: Class 14 contains 21736 members 
Mstep: Class 15 contains 24749 members 
Mstep: Class 16 contains 13666 members 
Mstep: Class 17 contains 2318 members 
Mstep: Class 18 contains 135861 members 
Mstep: Class 20 contains 148277 members 
Mstep: Class 21 contains 161609 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975080.000000 Penalty: 43433.996094
Iteration 151Q: 20 clusters Score -1.279751e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 23184 members 
Mstep: Class 3 contains 145873 members 
Mstep: Class 4 contains 44587 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16334 members 
Mstep: Class 9 contains 59224 members 
Mstep: Class 10 contains 84998 members 
Mstep: Class 11 contains 68739 members 
Mstep: Class 12 contains 165938 members 
Mstep: Class 13 contains 162414 members 
Mstep: Class 14 contains 21585 members 
Mstep: Class 15 contains 24752 members 
Mstep: Class 16 contains 13653 members 
Mstep: Class 17 contains 2323 members 
Mstep: Class 18 contains 135953 members 
Mstep: Class 20 contains 148296 members 
Mstep: Class 21 contains 161622 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975072.000000 Penalty: 43433.996094
Iteration 152Q: 20 clusters Score -1.279751e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 23168 members 
Mstep: Class 3 contains 145882 members 
Mstep: Class 4 contains 44605 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16339 members 
Mstep: Class 9 contains 59243 members 
Mstep: Class 10 contains 85055 members 
Mstep: Class 11 contains 68721 members 
Mstep: Class 12 contains 165896 members 
Mstep: Class 13 contains 162444 members 
Mstep: Class 14 contains 21447 members 
Mstep: Class 15 contains 24757 members 
Mstep: Class 16 contains 13631 members 
Mstep: Class 17 contains 2325 members 
Mstep: Class 18 contains 136010 members 
Mstep: Class 20 contains 148316 members 
Mstep: Class 21 contains 161634 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975000.000000 Penalty: 43433.996094
Iteration 153Q: 20 clusters Score -1.27975e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 23154 members 
Mstep: Class 3 contains 145885 members 
Mstep: Class 4 contains 44619 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16334 members 
Mstep: Class 9 contains 59261 members 
Mstep: Class 10 contains 85097 members 
Mstep: Class 11 contains 68711 members 
Mstep: Class 12 contains 165875 members 
Mstep: Class 13 contains 162476 members 
Mstep: Class 14 contains 21315 members 
Mstep: Class 15 contains 24759 members 
Mstep: Class 16 contains 13619 members 
Mstep: Class 17 contains 2329 members 
Mstep: Class 18 contains 136063 members 
Mstep: Class 20 contains 148326 members 
Mstep: Class 21 contains 161656 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975040.000000 Penalty: 43433.996094
Iteration 154Q: 20 clusters Score -1.27975e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 23131 members 
Mstep: Class 3 contains 145883 members 
Mstep: Class 4 contains 44633 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16338 members 
Mstep: Class 9 contains 59282 members 
Mstep: Class 10 contains 85155 members 
Mstep: Class 11 contains 68697 members 
Mstep: Class 12 contains 165828 members 
Mstep: Class 13 contains 162497 members 
Mstep: Class 14 contains 21182 members 
Mstep: Class 15 contains 24753 members 
Mstep: Class 16 contains 13611 members 
Mstep: Class 17 contains 2332 members 
Mstep: Class 18 contains 136136 members 
Mstep: Class 20 contains 148335 members 
Mstep: Class 21 contains 161690 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975008.000000 Penalty: 43433.996094
Iteration 155Q: 20 clusters Score -1.27975e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 23110 members 
Mstep: Class 3 contains 145871 members 
Mstep: Class 4 contains 44655 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16338 members 
Mstep: Class 9 contains 59281 members 
Mstep: Class 10 contains 85187 members 
Mstep: Class 11 contains 68688 members 
Mstep: Class 12 contains 165802 members 
Mstep: Class 13 contains 162531 members 
Mstep: Class 14 contains 21040 members 
Mstep: Class 15 contains 24752 members 
Mstep: Class 16 contains 13612 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 136234 members 
Mstep: Class 20 contains 148360 members 
Mstep: Class 21 contains 161695 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975104.000000 Penalty: 43433.996094
Iteration 156Q: 20 clusters Score -1.279751e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 23084 members 
Mstep: Class 3 contains 145840 members 
Mstep: Class 4 contains 44669 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16335 members 
Mstep: Class 9 contains 59291 members 
Mstep: Class 10 contains 85202 members 
Mstep: Class 11 contains 68687 members 
Mstep: Class 12 contains 165789 members 
Mstep: Class 13 contains 162580 members 
Mstep: Class 14 contains 20901 members 
Mstep: Class 15 contains 24738 members 
Mstep: Class 16 contains 13609 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 136328 members 
Mstep: Class 20 contains 148384 members 
Mstep: Class 21 contains 161718 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975160.000000 Penalty: 43433.996094
Iteration 157Q: 20 clusters Score -1.279752e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 23052 members 
Mstep: Class 3 contains 145813 members 
Mstep: Class 4 contains 44678 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16331 members 
Mstep: Class 9 contains 59302 members 
Mstep: Class 10 contains 85232 members 
Mstep: Class 11 contains 68687 members 
Mstep: Class 12 contains 165768 members 
Mstep: Class 13 contains 162624 members 
Mstep: Class 14 contains 20759 members 
Mstep: Class 15 contains 24732 members 
Mstep: Class 16 contains 13603 members 
Mstep: Class 17 contains 2338 members 
Mstep: Class 18 contains 136424 members 
Mstep: Class 20 contains 148389 members 
Mstep: Class 21 contains 161761 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974984.000000 Penalty: 43433.996094
Iteration 158Q: 20 clusters Score -1.27975e+08 nChanged 708
Entering ConstructFrom: 
Score: -127974984.000000 Penalty: 43433.996094
Entering ConstructFrom: 
Trying to split cluster 1 (3669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Entering Unmasked Estep 
Score: -339920.656250 Penalty: 1333.747070
	Iteration 0F: 2 clusters Score -339920.7 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 1849 members 
Entering Unmasked Estep 
Score: -336784.187500 Penalty: 2667.494141
	Iteration 0F: 3 clusters Score -336784.2 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -337663.843750 Penalty: 2667.494141
	Iteration 1F: 3 clusters Score -337663.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -337879.468750 Penalty: 2667.494141
	Iteration 2F: 3 clusters Score -337879.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -338125.781250 Penalty: 2667.494141
	Iteration 3F: 3 clusters Score -338125.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -338386.687500 Penalty: 2667.494141
	Iteration 4F: 3 clusters Score -338386.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -338652.968750 Penalty: 2667.494141
	Iteration 5F: 3 clusters Score -338653 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -338997.812500 Penalty: 2667.494141
	Iteration 6F: 3 clusters Score -338997.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -339256.593750 Penalty: 2667.494141
	Iteration 7F: 3 clusters Score -339256.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -339374.562500 Penalty: 2667.494141
	Iteration 8Q: 3 clusters Score -339374.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -339449.593750 Penalty: 2667.494141
	Iteration 9Q: 3 clusters Score -339449.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -339516.906250 Penalty: 2667.494141
	Iteration 10Q: 3 clusters Score -339516.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -339554.968750 Penalty: 2667.494141
	Iteration 11Q: 3 clusters Score -339555 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -339579.593750 Penalty: 2667.494141
	Iteration 12Q: 3 clusters Score -339579.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -339604.625000 Penalty: 2667.494141
	Iteration 13Q: 3 clusters Score -339604.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -339621.812500 Penalty: 2667.494141
	Iteration 14Q: 3 clusters Score -339621.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -339636.562500 Penalty: 2667.494141
	Iteration 15Q: 3 clusters Score -339636.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -339643.625000 Penalty: 2667.494141
	Iteration 16Q: 3 clusters Score -339643.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -339650.187500 Penalty: 2667.494141
	Iteration 17Q: 3 clusters Score -339650.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -339653.468750 Penalty: 2667.494141
	Iteration 18Q: 3 clusters Score -339653.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -339656.968750 Penalty: 2667.494141
	Iteration 19Q: 3 clusters Score -339657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -339659.406250 Penalty: 2667.494141
	Iteration 20F: 3 clusters Score -339659.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -339664.343750 Penalty: 2667.494141
	Iteration 21Q: 3 clusters Score -339664.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -339670.125000 Penalty: 2667.494141
	Iteration 22Q: 3 clusters Score -339670.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -339675.718750 Penalty: 2667.494141
	Iteration 23Q: 3 clusters Score -339675.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -339679.375000 Penalty: 2667.494141
	Iteration 24Q: 3 clusters Score -339679.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -339682.406250 Penalty: 2667.494141
	Iteration 25Q: 3 clusters Score -339682.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -339686.000000 Penalty: 2667.494141
	Iteration 26Q: 3 clusters Score -339686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -339688.281250 Penalty: 2667.494141
	Iteration 27Q: 3 clusters Score -339688.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -339689.343750 Penalty: 2667.494141
	Iteration 28Q: 3 clusters Score -339689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -339689.718750 Penalty: 2667.494141
	Iteration 29Q: 3 clusters Score -339689.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -339689.718750 Penalty: 2667.494141
	Iteration 30F: 3 clusters Score -339689.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Entering Unmasked Estep 
Score: -2237867.000000 Penalty: 1632.155273
	Iteration 0F: 2 clusters Score -2237867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2222342.250000 Penalty: 3264.310547
	Iteration 0F: 3 clusters Score -2222342 nChanged 10430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2228146.000000 Penalty: 3264.310547
	Iteration 1F: 3 clusters Score -2228146 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2228670.500000 Penalty: 3264.310547
	Iteration 2F: 3 clusters Score -2228670 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2229397.750000 Penalty: 3264.310547
	Iteration 3F: 3 clusters Score -2229398 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2230339.750000 Penalty: 3264.310547
	Iteration 4F: 3 clusters Score -2230340 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2231352.000000 Penalty: 3264.310547
	Iteration 5F: 3 clusters Score -2231352 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2232468.500000 Penalty: 3264.310547
	Iteration 6F: 3 clusters Score -2232468 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2233535.000000 Penalty: 3264.310547
	Iteration 7F: 3 clusters Score -2233535 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2234459.000000 Penalty: 3264.310547
	Iteration 8Q: 3 clusters Score -2234459 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -2235161.250000 Penalty: 3264.310547
	Iteration 9Q: 3 clusters Score -2235161 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2235821.750000 Penalty: 3264.310547
	Iteration 10Q: 3 clusters Score -2235822 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2236340.000000 Penalty: 3264.310547
	Iteration 11Q: 3 clusters Score -2236340 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -2236517.750000 Penalty: 3264.310547
	Iteration 12Q: 3 clusters Score -2236518 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -2236595.000000 Penalty: 3264.310547
	Iteration 13Q: 3 clusters Score -2236595 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2236632.250000 Penalty: 3264.310547
	Iteration 14Q: 3 clusters Score -2236632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -2236656.250000 Penalty: 3264.310547
	Iteration 15Q: 3 clusters Score -2236656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -2236679.500000 Penalty: 3264.310547
	Iteration 16Q: 3 clusters Score -2236680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -2236686.500000 Penalty: 3264.310547
	Iteration 17Q: 3 clusters Score -2236686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2236689.750000 Penalty: 3264.310547
	Iteration 18Q: 3 clusters Score -2236690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2236692.000000 Penalty: 3264.310547
	Iteration 19Q: 3 clusters Score -2236692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -2236699.000000 Penalty: 3264.310547
	Iteration 20F: 3 clusters Score -2236699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2236703.500000 Penalty: 3264.310547
	Iteration 21Q: 3 clusters Score -2236704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2236707.750000 Penalty: 3264.310547
	Iteration 22Q: 3 clusters Score -2236708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -2236701.250000 Penalty: 3264.310547
	Iteration 23Q: 3 clusters Score -2236701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2236702.000000 Penalty: 3264.310547
	Iteration 24Q: 3 clusters Score -2236702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -2236703.250000 Penalty: 3264.310547
	Iteration 25Q: 3 clusters Score -2236703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -2236706.000000 Penalty: 3264.310547
	Iteration 26Q: 3 clusters Score -2236706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -2236704.000000 Penalty: 3264.310547
	Iteration 27Q: 3 clusters Score -2236704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -2236707.500000 Penalty: 3264.310547
	Iteration 28Q: 3 clusters Score -2236708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -2236704.750000 Penalty: 3264.310547
	Iteration 29Q: 3 clusters Score -2236705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -2236707.750000 Penalty: 3264.310547
	Iteration 30Q: 3 clusters Score -2236708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -2236707.750000 Penalty: 3264.310547
	Iteration 31F: 3 clusters Score -2236708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (145798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145798 members 
Entering Unmasked Estep 
Score: -14893177.000000 Penalty: 1932.121338
	Iteration 0F: 2 clusters Score -1.489318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72754 members 
Mstep: Class 2 contains 73044 members 
Entering Unmasked Estep 
Score: -14797131.000000 Penalty: 3864.242676
	Iteration 0F: 3 clusters Score -1.479713e+07 nChanged 70263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 76243 members 
Entering Unmasked Estep 
Score: -14839276.000000 Penalty: 3864.242676
	Iteration 1F: 3 clusters Score -1.483928e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67606 members 
Mstep: Class 2 contains 78192 members 
Entering Unmasked Estep 
Score: -14841310.000000 Penalty: 3864.242676
	Iteration 2Q: 3 clusters Score -1.484131e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 80791 members 
Entering Unmasked Estep 
Score: -14844541.000000 Penalty: 3864.242676
	Iteration 3Q: 3 clusters Score -1.484454e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61874 members 
Mstep: Class 2 contains 83924 members 
Entering Unmasked Estep 
Score: -14849017.000000 Penalty: 3864.242676
	Iteration 4F: 3 clusters Score -1.484902e+07 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 87118 members 
Entering Unmasked Estep 
Score: -14855372.000000 Penalty: 3864.242676
	Iteration 5F: 3 clusters Score -1.485537e+07 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 89608 members 
Entering Unmasked Estep 
Score: -14863002.000000 Penalty: 3864.242676
	Iteration 6F: 3 clusters Score -1.4863e+07 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54882 members 
Mstep: Class 2 contains 90916 members 
Entering Unmasked Estep 
Score: -14869661.000000 Penalty: 3864.242676
	Iteration 7F: 3 clusters Score -1.486966e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 91429 members 
Entering Unmasked Estep 
Score: -14873096.000000 Penalty: 3864.242676
	Iteration 8F: 3 clusters Score -1.48731e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54088 members 
Mstep: Class 2 contains 91710 members 
Entering Unmasked Estep 
Score: -14874113.000000 Penalty: 3864.242676
	Iteration 9Q: 3 clusters Score -1.487411e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 92107 members 
Entering Unmasked Estep 
Score: -14874796.000000 Penalty: 3864.242676
	Iteration 10Q: 3 clusters Score -1.48748e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53342 members 
Mstep: Class 2 contains 92456 members 
Entering Unmasked Estep 
Score: -14875141.000000 Penalty: 3864.242676
	Iteration 11Q: 3 clusters Score -1.487514e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 92741 members 
Entering Unmasked Estep 
Score: -14875331.000000 Penalty: 3864.242676
	Iteration 12Q: 3 clusters Score -1.487533e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 93017 members 
Entering Unmasked Estep 
Score: -14875567.000000 Penalty: 3864.242676
	Iteration 13Q: 3 clusters Score -1.487557e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 93269 members 
Entering Unmasked Estep 
Score: -14875698.000000 Penalty: 3864.242676
	Iteration 14Q: 3 clusters Score -1.48757e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 93509 members 
Entering Unmasked Estep 
Score: -14875885.000000 Penalty: 3864.242676
	Iteration 15Q: 3 clusters Score -1.487588e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 93673 members 
Entering Unmasked Estep 
Score: -14876005.000000 Penalty: 3864.242676
	Iteration 16Q: 3 clusters Score -1.4876e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 93772 members 
Entering Unmasked Estep 
Score: -14876135.000000 Penalty: 3864.242676
	Iteration 17Q: 3 clusters Score -1.487614e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 93892 members 
Entering Unmasked Estep 
Score: -14876273.000000 Penalty: 3864.242676
	Iteration 18Q: 3 clusters Score -1.487627e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 93945 members 
Entering Unmasked Estep 
Score: -14876337.000000 Penalty: 3864.242676
	Iteration 19Q: 3 clusters Score -1.487634e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 93951 members 
Entering Unmasked Estep 
Score: -14876513.000000 Penalty: 3864.242676
	Iteration 20F: 3 clusters Score -1.487651e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 93912 members 
Entering Unmasked Estep 
Score: -14876580.000000 Penalty: 3864.242676
	Iteration 21Q: 3 clusters Score -1.487658e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 93839 members 
Entering Unmasked Estep 
Score: -14876645.000000 Penalty: 3864.242676
	Iteration 22Q: 3 clusters Score -1.487664e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 93776 members 
Entering Unmasked Estep 
Score: -14876761.000000 Penalty: 3864.242676
	Iteration 23Q: 3 clusters Score -1.487676e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -14876811.000000 Penalty: 3864.242676
	Iteration 24Q: 3 clusters Score -1.487681e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 93530 members 
Entering Unmasked Estep 
Score: -14876918.000000 Penalty: 3864.242676
	Iteration 25Q: 3 clusters Score -1.487692e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 93334 members 
Entering Unmasked Estep 
Score: -14876971.000000 Penalty: 3864.242676
	Iteration 26Q: 3 clusters Score -1.487697e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 93100 members 
Entering Unmasked Estep 
Score: -14877038.000000 Penalty: 3864.242676
	Iteration 27Q: 3 clusters Score -1.487704e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 92798 members 
Entering Unmasked Estep 
Score: -14877194.000000 Penalty: 3864.242676
	Iteration 28Q: 3 clusters Score -1.487719e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 92491 members 
Entering Unmasked Estep 
Score: -14877277.000000 Penalty: 3864.242676
	Iteration 29Q: 3 clusters Score -1.487728e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 92182 members 
Entering Unmasked Estep 
Score: -14877334.000000 Penalty: 3864.242676
	Iteration 30Q: 3 clusters Score -1.487733e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 91787 members 
Entering Unmasked Estep 
Score: -14877368.000000 Penalty: 3864.242676
	Iteration 31Q: 3 clusters Score -1.487737e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 91368 members 
Entering Unmasked Estep 
Score: -14877444.000000 Penalty: 3864.242676
	Iteration 32Q: 3 clusters Score -1.487744e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 90868 members 
Entering Unmasked Estep 
Score: -14877536.000000 Penalty: 3864.242676
	Iteration 33Q: 3 clusters Score -1.487754e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 90335 members 
Entering Unmasked Estep 
Score: -14877699.000000 Penalty: 3864.242676
	Iteration 34Q: 3 clusters Score -1.48777e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 89773 members 
Entering Unmasked Estep 
Score: -14877829.000000 Penalty: 3864.242676
	Iteration 35Q: 3 clusters Score -1.487783e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56623 members 
Mstep: Class 2 contains 89175 members 
Entering Unmasked Estep 
Score: -14877993.000000 Penalty: 3864.242676
	Iteration 36Q: 3 clusters Score -1.487799e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 88551 members 
Entering Unmasked Estep 
Score: -14878156.000000 Penalty: 3864.242676
	Iteration 37Q: 3 clusters Score -1.487816e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57995 members 
Mstep: Class 2 contains 87803 members 
Entering Unmasked Estep 
Score: -14878315.000000 Penalty: 3864.242676
	Iteration 38Q: 3 clusters Score -1.487832e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 86935 members 
Entering Unmasked Estep 
Score: -14878435.000000 Penalty: 3864.242676
	Iteration 39Q: 3 clusters Score -1.487844e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 86001 members 
Entering Unmasked Estep 
Score: -14878712.000000 Penalty: 3864.242676
	Iteration 40F: 3 clusters Score -1.487871e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 84995 members 
Entering Unmasked Estep 
Score: -14878943.000000 Penalty: 3864.242676
	Iteration 41Q: 3 clusters Score -1.487894e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61850 members 
Mstep: Class 2 contains 83948 members 
Entering Unmasked Estep 
Score: -14879255.000000 Penalty: 3864.242676
	Iteration 42Q: 3 clusters Score -1.487926e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62941 members 
Mstep: Class 2 contains 82857 members 
Entering Unmasked Estep 
Score: -14879486.000000 Penalty: 3864.242676
	Iteration 43Q: 3 clusters Score -1.487949e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 81724 members 
Entering Unmasked Estep 
Score: -14879824.000000 Penalty: 3864.242676
	Iteration 44Q: 3 clusters Score -1.487982e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 80599 members 
Entering Unmasked Estep 
Score: -14880065.000000 Penalty: 3864.242676
	Iteration 45Q: 3 clusters Score -1.488006e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66361 members 
Mstep: Class 2 contains 79437 members 
Entering Unmasked Estep 
Score: -14880338.000000 Penalty: 3864.242676
	Iteration 46Q: 3 clusters Score -1.488034e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67458 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -14880608.000000 Penalty: 3864.242676
	Iteration 47Q: 3 clusters Score -1.488061e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68495 members 
Mstep: Class 2 contains 77303 members 
Entering Unmasked Estep 
Score: -14880834.000000 Penalty: 3864.242676
	Iteration 48Q: 3 clusters Score -1.488083e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69455 members 
Mstep: Class 2 contains 76343 members 
Entering Unmasked Estep 
Score: -14881012.000000 Penalty: 3864.242676
	Iteration 49Q: 3 clusters Score -1.488101e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70450 members 
Mstep: Class 2 contains 75348 members 
Entering Unmasked Estep 
Score: -14881130.000000 Penalty: 3864.242676
	Iteration 50Q: 3 clusters Score -1.488113e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71491 members 
Mstep: Class 2 contains 74307 members 
Entering Unmasked Estep 
Score: -14881311.000000 Penalty: 3864.242676
	Iteration 51Q: 3 clusters Score -1.488131e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72527 members 
Mstep: Class 2 contains 73271 members 
Entering Unmasked Estep 
Score: -14881397.000000 Penalty: 3864.242676
	Iteration 52Q: 3 clusters Score -1.48814e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73547 members 
Mstep: Class 2 contains 72251 members 
Entering Unmasked Estep 
Score: -14881550.000000 Penalty: 3864.242676
	Iteration 53Q: 3 clusters Score -1.488155e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74638 members 
Mstep: Class 2 contains 71160 members 
Entering Unmasked Estep 
Score: -14881701.000000 Penalty: 3864.242676
	Iteration 54Q: 3 clusters Score -1.48817e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75762 members 
Mstep: Class 2 contains 70036 members 
Entering Unmasked Estep 
Score: -14881803.000000 Penalty: 3864.242676
	Iteration 55Q: 3 clusters Score -1.48818e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -14881962.000000 Penalty: 3864.242676
	Iteration 56Q: 3 clusters Score -1.488196e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78127 members 
Mstep: Class 2 contains 67671 members 
Entering Unmasked Estep 
Score: -14882098.000000 Penalty: 3864.242676
	Iteration 57Q: 3 clusters Score -1.48821e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79399 members 
Mstep: Class 2 contains 66399 members 
Entering Unmasked Estep 
Score: -14882288.000000 Penalty: 3864.242676
	Iteration 58Q: 3 clusters Score -1.488229e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80705 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -14882473.000000 Penalty: 3864.242676
	Iteration 59Q: 3 clusters Score -1.488247e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 63734 members 
Entering Unmasked Estep 
Score: -14882713.000000 Penalty: 3864.242676
	Iteration 60F: 3 clusters Score -1.488271e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83410 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -14882858.000000 Penalty: 3864.242676
	Iteration 61Q: 3 clusters Score -1.488286e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84835 members 
Mstep: Class 2 contains 60963 members 
Entering Unmasked Estep 
Score: -14883050.000000 Penalty: 3864.242676
	Iteration 62Q: 3 clusters Score -1.488305e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86334 members 
Mstep: Class 2 contains 59464 members 
Entering Unmasked Estep 
Score: -14883332.000000 Penalty: 3864.242676
	Iteration 63Q: 3 clusters Score -1.488333e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87864 members 
Mstep: Class 2 contains 57934 members 
Entering Unmasked Estep 
Score: -14883636.000000 Penalty: 3864.242676
	Iteration 64Q: 3 clusters Score -1.488364e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89439 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -14883694.000000 Penalty: 3864.242676
	Iteration 65Q: 3 clusters Score -1.488369e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91019 members 
Mstep: Class 2 contains 54779 members 
Entering Unmasked Estep 
Score: -14883865.000000 Penalty: 3864.242676
	Iteration 66Q: 3 clusters Score -1.488386e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92595 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -14884104.000000 Penalty: 3864.242676
	Iteration 67Q: 3 clusters Score -1.48841e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94143 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -14884269.000000 Penalty: 3864.242676
	Iteration 68Q: 3 clusters Score -1.488427e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95716 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -14884408.000000 Penalty: 3864.242676
	Iteration 69Q: 3 clusters Score -1.488441e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97371 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -14884586.000000 Penalty: 3864.242676
	Iteration 70Q: 3 clusters Score -1.488459e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99048 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -14884785.000000 Penalty: 3864.242676
	Iteration 71Q: 3 clusters Score -1.488478e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100693 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -14885130.000000 Penalty: 3864.242676
	Iteration 72Q: 3 clusters Score -1.488513e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102403 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -14885301.000000 Penalty: 3864.242676
	Iteration 73Q: 3 clusters Score -1.48853e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104116 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -14885488.000000 Penalty: 3864.242676
	Iteration 74Q: 3 clusters Score -1.488549e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105839 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -14885757.000000 Penalty: 3864.242676
	Iteration 75Q: 3 clusters Score -1.488576e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107637 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -14886025.000000 Penalty: 3864.242676
	Iteration 76Q: 3 clusters Score -1.488602e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109424 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -14886281.000000 Penalty: 3864.242676
	Iteration 77Q: 3 clusters Score -1.488628e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111197 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -14886435.000000 Penalty: 3864.242676
	Iteration 78Q: 3 clusters Score -1.488644e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113036 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -14886732.000000 Penalty: 3864.242676
	Iteration 79Q: 3 clusters Score -1.488673e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114875 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -14887153.000000 Penalty: 3864.242676
	Iteration 80F: 3 clusters Score -1.488715e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116616 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -14887467.000000 Penalty: 3864.242676
	Iteration 81Q: 3 clusters Score -1.488747e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118391 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -14887703.000000 Penalty: 3864.242676
	Iteration 82Q: 3 clusters Score -1.48877e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120208 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -14888152.000000 Penalty: 3864.242676
	Iteration 83Q: 3 clusters Score -1.488815e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121917 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -14888487.000000 Penalty: 3864.242676
	Iteration 84Q: 3 clusters Score -1.488849e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123643 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -14888837.000000 Penalty: 3864.242676
	Iteration 85Q: 3 clusters Score -1.488884e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125324 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -14889243.000000 Penalty: 3864.242676
	Iteration 86Q: 3 clusters Score -1.488924e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126943 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -14889591.000000 Penalty: 3864.242676
	Iteration 87Q: 3 clusters Score -1.488959e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128551 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -14889806.000000 Penalty: 3864.242676
	Iteration 88Q: 3 clusters Score -1.488981e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130086 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -14890154.000000 Penalty: 3864.242676
	Iteration 89Q: 3 clusters Score -1.489015e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131529 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -14890506.000000 Penalty: 3864.242676
	Iteration 90Q: 3 clusters Score -1.489051e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132878 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -14890890.000000 Penalty: 3864.242676
	Iteration 91Q: 3 clusters Score -1.489089e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134106 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -14891261.000000 Penalty: 3864.242676
	Iteration 92Q: 3 clusters Score -1.489126e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135261 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -14891530.000000 Penalty: 3864.242676
	Iteration 93Q: 3 clusters Score -1.489153e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136313 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -14891802.000000 Penalty: 3864.242676
	Iteration 94Q: 3 clusters Score -1.48918e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137244 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -14891997.000000 Penalty: 3864.242676
	Iteration 95Q: 3 clusters Score -1.4892e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138111 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -14892205.000000 Penalty: 3864.242676
	Iteration 96Q: 3 clusters Score -1.48922e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138860 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -14892412.000000 Penalty: 3864.242676
	Iteration 97Q: 3 clusters Score -1.489241e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139526 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -14892631.000000 Penalty: 3864.242676
	Iteration 98Q: 3 clusters Score -1.489263e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140103 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -14892662.000000 Penalty: 3864.242676
	Iteration 99Q: 3 clusters Score -1.489266e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140628 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -14892710.000000 Penalty: 3864.242676
	Iteration 100F: 3 clusters Score -1.489271e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141080 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -14892717.000000 Penalty: 3864.242676
	Iteration 101Q: 3 clusters Score -1.489272e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141486 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -14892777.000000 Penalty: 3864.242676
	Iteration 102Q: 3 clusters Score -1.489278e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141839 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -14892820.000000 Penalty: 3864.242676
	Iteration 103Q: 3 clusters Score -1.489282e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142138 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -14892827.000000 Penalty: 3864.242676
	Iteration 104Q: 3 clusters Score -1.489283e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142394 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -14892875.000000 Penalty: 3864.242676
	Iteration 105Q: 3 clusters Score -1.489288e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142609 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -14892891.000000 Penalty: 3864.242676
	Iteration 106Q: 3 clusters Score -1.489289e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142797 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -14892906.000000 Penalty: 3864.242676
	Iteration 107Q: 3 clusters Score -1.489291e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142960 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -14892910.000000 Penalty: 3864.242676
	Iteration 108Q: 3 clusters Score -1.489291e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143082 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -14892887.000000 Penalty: 3864.242676
	Iteration 109Q: 3 clusters Score -1.489289e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143184 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -14892899.000000 Penalty: 3864.242676
	Iteration 110Q: 3 clusters Score -1.48929e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143288 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -14892903.000000 Penalty: 3864.242676
	Iteration 111Q: 3 clusters Score -1.48929e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143362 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -14892899.000000 Penalty: 3864.242676
	Iteration 112Q: 3 clusters Score -1.48929e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143440 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -14892880.000000 Penalty: 3864.242676
	Iteration 113Q: 3 clusters Score -1.489288e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143524 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -14892886.000000 Penalty: 3864.242676
	Iteration 114Q: 3 clusters Score -1.489289e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143592 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -14892917.000000 Penalty: 3864.242676
	Iteration 115Q: 3 clusters Score -1.489292e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143640 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -14892936.000000 Penalty: 3864.242676
	Iteration 116Q: 3 clusters Score -1.489294e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143674 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -14892921.000000 Penalty: 3864.242676
	Iteration 117Q: 3 clusters Score -1.489292e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143703 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -14892909.000000 Penalty: 3864.242676
	Iteration 118Q: 3 clusters Score -1.489291e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143731 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -14892901.000000 Penalty: 3864.242676
	Iteration 119Q: 3 clusters Score -1.48929e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143754 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -14892884.000000 Penalty: 3864.242676
	Iteration 120F: 3 clusters Score -1.489288e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143779 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -14892891.000000 Penalty: 3864.242676
	Iteration 121Q: 3 clusters Score -1.489289e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143804 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -14892874.000000 Penalty: 3864.242676
	Iteration 122Q: 3 clusters Score -1.489287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143822 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -14892882.000000 Penalty: 3864.242676
	Iteration 123Q: 3 clusters Score -1.489288e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143842 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -14892870.000000 Penalty: 3864.242676
	Iteration 124Q: 3 clusters Score -1.489287e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143860 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -14892857.000000 Penalty: 3864.242676
	Iteration 125Q: 3 clusters Score -1.489286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143875 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -14892856.000000 Penalty: 3864.242676
	Iteration 126Q: 3 clusters Score -1.489286e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143893 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -14892856.000000 Penalty: 3864.242676
	Iteration 127Q: 3 clusters Score -1.489286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143907 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -14892869.000000 Penalty: 3864.242676
	Iteration 128Q: 3 clusters Score -1.489287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143922 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -14892865.000000 Penalty: 3864.242676
	Iteration 129Q: 3 clusters Score -1.489286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143932 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -14892859.000000 Penalty: 3864.242676
	Iteration 130Q: 3 clusters Score -1.489286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143939 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -14892860.000000 Penalty: 3864.242676
	Iteration 131Q: 3 clusters Score -1.489286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143946 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -14892857.000000 Penalty: 3864.242676
	Iteration 132Q: 3 clusters Score -1.489286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143954 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -14892860.000000 Penalty: 3864.242676
	Iteration 133Q: 3 clusters Score -1.489286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143957 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -14892856.000000 Penalty: 3864.242676
	Iteration 134Q: 3 clusters Score -1.489286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143958 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -14892861.000000 Penalty: 3864.242676
	Iteration 135Q: 3 clusters Score -1.489286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143960 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -14892856.000000 Penalty: 3864.242676
	Iteration 136Q: 3 clusters Score -1.489286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143961 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -14892868.000000 Penalty: 3864.242676
	Iteration 137Q: 3 clusters Score -1.489287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143962 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -14892865.000000 Penalty: 3864.242676
	Iteration 138Q: 3 clusters Score -1.489286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143963 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -14892861.000000 Penalty: 3864.242676
	Iteration 139Q: 3 clusters Score -1.489286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143964 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -14892860.000000 Penalty: 3864.242676
	Iteration 140F: 3 clusters Score -1.489286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143966 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -14892863.000000 Penalty: 3864.242676
	Iteration 141Q: 3 clusters Score -1.489286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143968 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -14892863.000000 Penalty: 3864.242676
	Iteration 142Q: 3 clusters Score -1.489286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143970 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -14892857.000000 Penalty: 3864.242676
	Iteration 143Q: 3 clusters Score -1.489286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143974 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -14892862.000000 Penalty: 3864.242676
	Iteration 144Q: 3 clusters Score -1.489286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143976 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -14892860.000000 Penalty: 3864.242676
	Iteration 145Q: 3 clusters Score -1.489286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143978 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -14892860.000000 Penalty: 3864.242676
	Iteration 146Q: 3 clusters Score -1.489286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143978 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -14892860.000000 Penalty: 3864.242676
	Iteration 147F: 3 clusters Score -1.489286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Entering Unmasked Estep 
Score: -4547424.500000 Penalty: 1739.969604
	Iteration 0F: 2 clusters Score -4547424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -4517504.500000 Penalty: 3479.939209
	Iteration 0F: 3 clusters Score -4517504 nChanged 20878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -4529173.500000 Penalty: 3479.939209
	Iteration 1F: 3 clusters Score -4529174 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -4529544.000000 Penalty: 3479.939209
	Iteration 2Q: 3 clusters Score -4529544 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -4529968.000000 Penalty: 3479.939209
	Iteration 3Q: 3 clusters Score -4529968 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -4530521.000000 Penalty: 3479.939209
	Iteration 4Q: 3 clusters Score -4530521 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -4531232.000000 Penalty: 3479.939209
	Iteration 5Q: 3 clusters Score -4531232 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -4532296.500000 Penalty: 3479.939209
	Iteration 6Q: 3 clusters Score -4532296 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -4533991.000000 Penalty: 3479.939209
	Iteration 7F: 3 clusters Score -4533991 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -4536117.500000 Penalty: 3479.939209
	Iteration 8F: 3 clusters Score -4536118 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -4538671.500000 Penalty: 3479.939209
	Iteration 9F: 3 clusters Score -4538672 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -4541029.000000 Penalty: 3479.939209
	Iteration 10F: 3 clusters Score -4541029 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -4542715.500000 Penalty: 3479.939209
	Iteration 11Q: 3 clusters Score -4542716 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -4543826.000000 Penalty: 3479.939209
	Iteration 12Q: 3 clusters Score -4543826 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -4544578.500000 Penalty: 3479.939209
	Iteration 13Q: 3 clusters Score -4544578 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -4545019.000000 Penalty: 3479.939209
	Iteration 14Q: 3 clusters Score -4545019 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -4545287.500000 Penalty: 3479.939209
	Iteration 15Q: 3 clusters Score -4545288 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -4545466.500000 Penalty: 3479.939209
	Iteration 16Q: 3 clusters Score -4545466 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -4545602.000000 Penalty: 3479.939209
	Iteration 17Q: 3 clusters Score -4545602 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -4545702.500000 Penalty: 3479.939209
	Iteration 18Q: 3 clusters Score -4545702 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -4545771.000000 Penalty: 3479.939209
	Iteration 19Q: 3 clusters Score -4545771 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -4545815.500000 Penalty: 3479.939209
	Iteration 20F: 3 clusters Score -4545816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -4545843.500000 Penalty: 3479.939209
	Iteration 21Q: 3 clusters Score -4545844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -4545877.500000 Penalty: 3479.939209
	Iteration 22Q: 3 clusters Score -4545878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -4545892.500000 Penalty: 3479.939209
	Iteration 23Q: 3 clusters Score -4545892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -4545896.500000 Penalty: 3479.939209
	Iteration 24Q: 3 clusters Score -4545896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -4545904.000000 Penalty: 3479.939209
	Iteration 25Q: 3 clusters Score -4545904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -4545912.500000 Penalty: 3479.939209
	Iteration 26Q: 3 clusters Score -4545912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -4545918.000000 Penalty: 3479.939209
	Iteration 27Q: 3 clusters Score -4545918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -4545919.500000 Penalty: 3479.939209
	Iteration 28Q: 3 clusters Score -4545920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -4545919.000000 Penalty: 3479.939209
	Iteration 29Q: 3 clusters Score -4545919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -4545919.000000 Penalty: 3479.939209
	Iteration 30Q: 3 clusters Score -4545919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -4545917.500000 Penalty: 3479.939209
	Iteration 31Q: 3 clusters Score -4545918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -4545925.500000 Penalty: 3479.939209
	Iteration 32Q: 3 clusters Score -4545926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -4545931.000000 Penalty: 3479.939209
	Iteration 33Q: 3 clusters Score -4545931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -4545930.000000 Penalty: 3479.939209
	Iteration 34Q: 3 clusters Score -4545930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -4545932.500000 Penalty: 3479.939209
	Iteration 35Q: 3 clusters Score -4545932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -4545936.000000 Penalty: 3479.939209
	Iteration 36Q: 3 clusters Score -4545936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -4545933.000000 Penalty: 3479.939209
	Iteration 37Q: 3 clusters Score -4545933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -4545936.500000 Penalty: 3479.939209
	Iteration 38Q: 3 clusters Score -4545936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -4545943.000000 Penalty: 3479.939209
	Iteration 39Q: 3 clusters Score -4545943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -4545943.000000 Penalty: 3479.939209
	Iteration 40F: 3 clusters Score -4545943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -281901.656250 Penalty: 1283.371094
	Iteration 0F: 2 clusters Score -281901.7 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 1378 members 
Entering Unmasked Estep 
Score: -279373.312500 Penalty: 2566.742188
	Iteration 0F: 3 clusters Score -279373.3 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -279937.687500 Penalty: 2566.742188
	Iteration 1F: 3 clusters Score -279937.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -280049.875000 Penalty: 2566.742188
	Iteration 2F: 3 clusters Score -280049.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -280123.218750 Penalty: 2566.742188
	Iteration 3Q: 3 clusters Score -280123.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -280173.187500 Penalty: 2566.742188
	Iteration 4Q: 3 clusters Score -280173.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -280214.312500 Penalty: 2566.742188
	Iteration 5Q: 3 clusters Score -280214.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -280238.968750 Penalty: 2566.742188
	Iteration 6Q: 3 clusters Score -280239 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -280256.750000 Penalty: 2566.742188
	Iteration 7Q: 3 clusters Score -280256.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -280272.437500 Penalty: 2566.742188
	Iteration 8Q: 3 clusters Score -280272.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -280284.750000 Penalty: 2566.742188
	Iteration 9Q: 3 clusters Score -280284.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -280293.281250 Penalty: 2566.742188
	Iteration 10Q: 3 clusters Score -280293.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -280299.656250 Penalty: 2566.742188
	Iteration 11Q: 3 clusters Score -280299.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -280303.093750 Penalty: 2566.742188
	Iteration 12Q: 3 clusters Score -280303.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -280310.093750 Penalty: 2566.742188
	Iteration 13Q: 3 clusters Score -280310.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -280315.500000 Penalty: 2566.742188
	Iteration 14Q: 3 clusters Score -280315.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -280322.468750 Penalty: 2566.742188
	Iteration 15Q: 3 clusters Score -280322.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -280329.937500 Penalty: 2566.742188
	Iteration 16Q: 3 clusters Score -280329.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -280336.625000 Penalty: 2566.742188
	Iteration 17Q: 3 clusters Score -280336.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -280347.625000 Penalty: 2566.742188
	Iteration 18Q: 3 clusters Score -280347.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -280359.062500 Penalty: 2566.742188
	Iteration 19Q: 3 clusters Score -280359.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -280371.031250 Penalty: 2566.742188
	Iteration 20F: 3 clusters Score -280371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -280379.718750 Penalty: 2566.742188
	Iteration 21Q: 3 clusters Score -280379.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -280385.656250 Penalty: 2566.742188
	Iteration 22Q: 3 clusters Score -280385.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -280392.718750 Penalty: 2566.742188
	Iteration 23Q: 3 clusters Score -280392.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -280397.718750 Penalty: 2566.742188
	Iteration 24Q: 3 clusters Score -280397.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -280401.312500 Penalty: 2566.742188
	Iteration 25Q: 3 clusters Score -280401.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -280404.656250 Penalty: 2566.742188
	Iteration 26Q: 3 clusters Score -280404.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -280409.343750 Penalty: 2566.742188
	Iteration 27Q: 3 clusters Score -280409.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -280413.343750 Penalty: 2566.742188
	Iteration 28Q: 3 clusters Score -280413.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -280418.718750 Penalty: 2566.742188
	Iteration 29Q: 3 clusters Score -280418.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -280423.718750 Penalty: 2566.742188
	Iteration 30Q: 3 clusters Score -280423.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -280428.937500 Penalty: 2566.742188
	Iteration 31Q: 3 clusters Score -280428.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -280433.187500 Penalty: 2566.742188
	Iteration 32Q: 3 clusters Score -280433.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -280438.812500 Penalty: 2566.742188
	Iteration 33Q: 3 clusters Score -280438.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -280444.406250 Penalty: 2566.742188
	Iteration 34Q: 3 clusters Score -280444.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -280449.875000 Penalty: 2566.742188
	Iteration 35Q: 3 clusters Score -280449.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -280456.625000 Penalty: 2566.742188
	Iteration 36Q: 3 clusters Score -280456.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -280462.906250 Penalty: 2566.742188
	Iteration 37Q: 3 clusters Score -280462.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -280466.906250 Penalty: 2566.742188
	Iteration 38Q: 3 clusters Score -280466.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -280469.812500 Penalty: 2566.742188
	Iteration 39Q: 3 clusters Score -280469.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -280473.625000 Penalty: 2566.742188
	Iteration 40F: 3 clusters Score -280473.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -280476.656250 Penalty: 2566.742188
	Iteration 41Q: 3 clusters Score -280476.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -280478.375000 Penalty: 2566.742188
	Iteration 42Q: 3 clusters Score -280478.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -280481.312500 Penalty: 2566.742188
	Iteration 43Q: 3 clusters Score -280481.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -280485.968750 Penalty: 2566.742188
	Iteration 44Q: 3 clusters Score -280486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -280489.000000 Penalty: 2566.742188
	Iteration 45Q: 3 clusters Score -280489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -280493.656250 Penalty: 2566.742188
	Iteration 46Q: 3 clusters Score -280493.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -280499.500000 Penalty: 2566.742188
	Iteration 47Q: 3 clusters Score -280499.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -280504.968750 Penalty: 2566.742188
	Iteration 48Q: 3 clusters Score -280505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -280515.375000 Penalty: 2566.742188
	Iteration 49Q: 3 clusters Score -280515.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -280523.968750 Penalty: 2566.742188
	Iteration 50Q: 3 clusters Score -280524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -280530.937500 Penalty: 2566.742188
	Iteration 51Q: 3 clusters Score -280530.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -280537.937500 Penalty: 2566.742188
	Iteration 52Q: 3 clusters Score -280537.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -280545.062500 Penalty: 2566.742188
	Iteration 53Q: 3 clusters Score -280545.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -280553.687500 Penalty: 2566.742188
	Iteration 54Q: 3 clusters Score -280553.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -280560.718750 Penalty: 2566.742188
	Iteration 55Q: 3 clusters Score -280560.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -280564.218750 Penalty: 2566.742188
	Iteration 56Q: 3 clusters Score -280564.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -280567.937500 Penalty: 2566.742188
	Iteration 57Q: 3 clusters Score -280567.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -280573.093750 Penalty: 2566.742188
	Iteration 58Q: 3 clusters Score -280573.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -280578.875000 Penalty: 2566.742188
	Iteration 59Q: 3 clusters Score -280578.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -280587.656250 Penalty: 2566.742188
	Iteration 60F: 3 clusters Score -280587.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -280597.593750 Penalty: 2566.742188
	Iteration 61Q: 3 clusters Score -280597.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -280605.968750 Penalty: 2566.742188
	Iteration 62Q: 3 clusters Score -280606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -280612.125000 Penalty: 2566.742188
	Iteration 63Q: 3 clusters Score -280612.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -280616.687500 Penalty: 2566.742188
	Iteration 64Q: 3 clusters Score -280616.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -280621.250000 Penalty: 2566.742188
	Iteration 65Q: 3 clusters Score -280621.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -280626.812500 Penalty: 2566.742188
	Iteration 66Q: 3 clusters Score -280626.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -280630.812500 Penalty: 2566.742188
	Iteration 67Q: 3 clusters Score -280630.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -280634.500000 Penalty: 2566.742188
	Iteration 68Q: 3 clusters Score -280634.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -280640.343750 Penalty: 2566.742188
	Iteration 69Q: 3 clusters Score -280640.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -280644.187500 Penalty: 2566.742188
	Iteration 70Q: 3 clusters Score -280644.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -280647.375000 Penalty: 2566.742188
	Iteration 71Q: 3 clusters Score -280647.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -280649.281250 Penalty: 2566.742188
	Iteration 72Q: 3 clusters Score -280649.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -280651.187500 Penalty: 2566.742188
	Iteration 73Q: 3 clusters Score -280651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -280651.750000 Penalty: 2566.742188
	Iteration 74Q: 3 clusters Score -280651.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -280655.437500 Penalty: 2566.742188
	Iteration 75Q: 3 clusters Score -280655.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -280657.781250 Penalty: 2566.742188
	Iteration 76Q: 3 clusters Score -280657.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -280659.750000 Penalty: 2566.742188
	Iteration 77Q: 3 clusters Score -280659.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -280660.468750 Penalty: 2566.742188
	Iteration 78Q: 3 clusters Score -280660.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -280661.218750 Penalty: 2566.742188
	Iteration 79Q: 3 clusters Score -280661.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -280661.312500 Penalty: 2566.742188
	Iteration 80F: 3 clusters Score -280661.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Entering Unmasked Estep 
Score: -1684160.500000 Penalty: 1576.363403
	Iteration 0F: 2 clusters Score -1684160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1672936.750000 Penalty: 3152.726807
	Iteration 0F: 3 clusters Score -1672937 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1676873.000000 Penalty: 3152.726807
	Iteration 1F: 3 clusters Score -1676873 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1677151.375000 Penalty: 3152.726807
	Iteration 2Q: 3 clusters Score -1677151 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1677406.625000 Penalty: 3152.726807
	Iteration 3Q: 3 clusters Score -1677407 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1677675.000000 Penalty: 3152.726807
	Iteration 4Q: 3 clusters Score -1677675 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1677937.250000 Penalty: 3152.726807
	Iteration 5Q: 3 clusters Score -1677937 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1678305.375000 Penalty: 3152.726807
	Iteration 6Q: 3 clusters Score -1678305 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1678805.875000 Penalty: 3152.726807
	Iteration 7Q: 3 clusters Score -1678806 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1679444.375000 Penalty: 3152.726807
	Iteration 8F: 3 clusters Score -1679444 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1680225.625000 Penalty: 3152.726807
	Iteration 9F: 3 clusters Score -1680226 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1681004.000000 Penalty: 3152.726807
	Iteration 10F: 3 clusters Score -1681004 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1681668.625000 Penalty: 3152.726807
	Iteration 11Q: 3 clusters Score -1681669 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1682153.000000 Penalty: 3152.726807
	Iteration 12Q: 3 clusters Score -1682153 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1682413.625000 Penalty: 3152.726807
	Iteration 13Q: 3 clusters Score -1682414 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1682569.875000 Penalty: 3152.726807
	Iteration 14Q: 3 clusters Score -1682570 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1682650.250000 Penalty: 3152.726807
	Iteration 15Q: 3 clusters Score -1682650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1682700.125000 Penalty: 3152.726807
	Iteration 16Q: 3 clusters Score -1682700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1682722.000000 Penalty: 3152.726807
	Iteration 17Q: 3 clusters Score -1682722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1682727.750000 Penalty: 3152.726807
	Iteration 18Q: 3 clusters Score -1682728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -1682731.000000 Penalty: 3152.726807
	Iteration 19Q: 3 clusters Score -1682731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1682734.625000 Penalty: 3152.726807
	Iteration 20F: 3 clusters Score -1682735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -1682737.375000 Penalty: 3152.726807
	Iteration 21Q: 3 clusters Score -1682737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1682751.125000 Penalty: 3152.726807
	Iteration 22Q: 3 clusters Score -1682751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -1682755.125000 Penalty: 3152.726807
	Iteration 23Q: 3 clusters Score -1682755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1682757.875000 Penalty: 3152.726807
	Iteration 24Q: 3 clusters Score -1682758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1682760.875000 Penalty: 3152.726807
	Iteration 25Q: 3 clusters Score -1682761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1682762.125000 Penalty: 3152.726807
	Iteration 26Q: 3 clusters Score -1682762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1682761.375000 Penalty: 3152.726807
	Iteration 27Q: 3 clusters Score -1682761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1682762.125000 Penalty: 3152.726807
	Iteration 28Q: 3 clusters Score -1682762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1682762.125000 Penalty: 3152.726807
	Iteration 29F: 3 clusters Score -1682762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Entering Unmasked Estep 
Score: -6038064.500000 Penalty: 1785.967163
	Iteration 0F: 2 clusters Score -6038064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -5998415.500000 Penalty: 3571.934326
	Iteration 0F: 3 clusters Score -5998416 nChanged 28147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -6014062.000000 Penalty: 3571.934326
	Iteration 1F: 3 clusters Score -6014062 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -6014567.000000 Penalty: 3571.934326
	Iteration 2Q: 3 clusters Score -6014567 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -6015102.000000 Penalty: 3571.934326
	Iteration 3Q: 3 clusters Score -6015102 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -6015714.000000 Penalty: 3571.934326
	Iteration 4Q: 3 clusters Score -6015714 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -6016479.500000 Penalty: 3571.934326
	Iteration 5Q: 3 clusters Score -6016480 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -6017362.500000 Penalty: 3571.934326
	Iteration 6Q: 3 clusters Score -6017362 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -6018623.500000 Penalty: 3571.934326
	Iteration 7Q: 3 clusters Score -6018624 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -6020454.500000 Penalty: 3571.934326
	Iteration 8F: 3 clusters Score -6020454 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -6022912.500000 Penalty: 3571.934326
	Iteration 9F: 3 clusters Score -6022912 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -6025856.500000 Penalty: 3571.934326
	Iteration 10F: 3 clusters Score -6025856 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -6028259.000000 Penalty: 3571.934326
	Iteration 11F: 3 clusters Score -6028259 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -6029631.000000 Penalty: 3571.934326
	Iteration 12Q: 3 clusters Score -6029631 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -6030319.000000 Penalty: 3571.934326
	Iteration 13Q: 3 clusters Score -6030319 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -6030704.000000 Penalty: 3571.934326
	Iteration 14Q: 3 clusters Score -6030704 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -6031035.000000 Penalty: 3571.934326
	Iteration 15Q: 3 clusters Score -6031035 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -6031316.000000 Penalty: 3571.934326
	Iteration 16Q: 3 clusters Score -6031316 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -6031628.500000 Penalty: 3571.934326
	Iteration 17Q: 3 clusters Score -6031628 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -6031882.500000 Penalty: 3571.934326
	Iteration 18Q: 3 clusters Score -6031882 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -6032140.000000 Penalty: 3571.934326
	Iteration 19Q: 3 clusters Score -6032140 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -6032366.000000 Penalty: 3571.934326
	Iteration 20F: 3 clusters Score -6032366 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -6032586.000000 Penalty: 3571.934326
	Iteration 21Q: 3 clusters Score -6032586 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -6032826.000000 Penalty: 3571.934326
	Iteration 22Q: 3 clusters Score -6032826 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -6033072.000000 Penalty: 3571.934326
	Iteration 23Q: 3 clusters Score -6033072 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -6033306.500000 Penalty: 3571.934326
	Iteration 24Q: 3 clusters Score -6033306 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -6033571.000000 Penalty: 3571.934326
	Iteration 25Q: 3 clusters Score -6033571 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -6033836.000000 Penalty: 3571.934326
	Iteration 26Q: 3 clusters Score -6033836 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -6034044.500000 Penalty: 3571.934326
	Iteration 27Q: 3 clusters Score -6034044 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -6034316.500000 Penalty: 3571.934326
	Iteration 28Q: 3 clusters Score -6034316 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -6034563.000000 Penalty: 3571.934326
	Iteration 29Q: 3 clusters Score -6034563 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -6034799.500000 Penalty: 3571.934326
	Iteration 30Q: 3 clusters Score -6034800 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -6035034.000000 Penalty: 3571.934326
	Iteration 31Q: 3 clusters Score -6035034 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 52541 members 
Entering Unmasked Estep 
Score: -6035224.500000 Penalty: 3571.934326
	Iteration 32Q: 3 clusters Score -6035224 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -6035407.500000 Penalty: 3571.934326
	Iteration 33Q: 3 clusters Score -6035408 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -6035577.500000 Penalty: 3571.934326
	Iteration 34Q: 3 clusters Score -6035578 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -6035775.000000 Penalty: 3571.934326
	Iteration 35Q: 3 clusters Score -6035775 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -6035937.500000 Penalty: 3571.934326
	Iteration 36Q: 3 clusters Score -6035938 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -6036075.500000 Penalty: 3571.934326
	Iteration 37Q: 3 clusters Score -6036076 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -6036237.000000 Penalty: 3571.934326
	Iteration 38Q: 3 clusters Score -6036237 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -6036335.500000 Penalty: 3571.934326
	Iteration 39Q: 3 clusters Score -6036336 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 56017 members 
Entering Unmasked Estep 
Score: -6036435.500000 Penalty: 3571.934326
	Iteration 40F: 3 clusters Score -6036436 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -6036480.500000 Penalty: 3571.934326
	Iteration 41Q: 3 clusters Score -6036480 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 56476 members 
Entering Unmasked Estep 
Score: -6036551.500000 Penalty: 3571.934326
	Iteration 42Q: 3 clusters Score -6036552 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 56664 members 
Entering Unmasked Estep 
Score: -6036609.000000 Penalty: 3571.934326
	Iteration 43Q: 3 clusters Score -6036609 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 56820 members 
Entering Unmasked Estep 
Score: -6036646.000000 Penalty: 3571.934326
	Iteration 44Q: 3 clusters Score -6036646 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
Score: -6036679.500000 Penalty: 3571.934326
	Iteration 45Q: 3 clusters Score -6036680 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -6036707.000000 Penalty: 3571.934326
	Iteration 46Q: 3 clusters Score -6036707 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -6036748.000000 Penalty: 3571.934326
	Iteration 47Q: 3 clusters Score -6036748 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 57289 members 
Entering Unmasked Estep 
Score: -6036773.500000 Penalty: 3571.934326
	Iteration 48Q: 3 clusters Score -6036774 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -6036777.500000 Penalty: 3571.934326
	Iteration 49Q: 3 clusters Score -6036778 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -6036799.000000 Penalty: 3571.934326
	Iteration 50Q: 3 clusters Score -6036799 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -6036818.000000 Penalty: 3571.934326
	Iteration 51Q: 3 clusters Score -6036818 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 57632 members 
Entering Unmasked Estep 
Score: -6036853.000000 Penalty: 3571.934326
	Iteration 52Q: 3 clusters Score -6036853 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -6036875.500000 Penalty: 3571.934326
	Iteration 53Q: 3 clusters Score -6036876 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -6036886.000000 Penalty: 3571.934326
	Iteration 54Q: 3 clusters Score -6036886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 57812 members 
Entering Unmasked Estep 
Score: -6036900.500000 Penalty: 3571.934326
	Iteration 55Q: 3 clusters Score -6036900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 57854 members 
Entering Unmasked Estep 
Score: -6036915.000000 Penalty: 3571.934326
	Iteration 56Q: 3 clusters Score -6036915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 57882 members 
Entering Unmasked Estep 
Score: -6036917.000000 Penalty: 3571.934326
	Iteration 57Q: 3 clusters Score -6036917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 57911 members 
Entering Unmasked Estep 
Score: -6036924.500000 Penalty: 3571.934326
	Iteration 58Q: 3 clusters Score -6036924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -6036931.500000 Penalty: 3571.934326
	Iteration 59Q: 3 clusters Score -6036932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 57953 members 
Entering Unmasked Estep 
Score: -6036930.000000 Penalty: 3571.934326
	Iteration 60F: 3 clusters Score -6036930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -6036934.500000 Penalty: 3571.934326
	Iteration 61Q: 3 clusters Score -6036934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 57981 members 
Entering Unmasked Estep 
Score: -6036940.500000 Penalty: 3571.934326
	Iteration 62Q: 3 clusters Score -6036940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -6036947.000000 Penalty: 3571.934326
	Iteration 63Q: 3 clusters Score -6036947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 58013 members 
Entering Unmasked Estep 
Score: -6036948.500000 Penalty: 3571.934326
	Iteration 64Q: 3 clusters Score -6036948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 58023 members 
Entering Unmasked Estep 
Score: -6036941.000000 Penalty: 3571.934326
	Iteration 65Q: 3 clusters Score -6036941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -6036953.500000 Penalty: 3571.934326
	Iteration 66Q: 3 clusters Score -6036954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -6036939.000000 Penalty: 3571.934326
	Iteration 67Q: 3 clusters Score -6036939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 58057 members 
Entering Unmasked Estep 
Score: -6036938.500000 Penalty: 3571.934326
	Iteration 68Q: 3 clusters Score -6036938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -6036945.500000 Penalty: 3571.934326
	Iteration 69Q: 3 clusters Score -6036946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -6036946.000000 Penalty: 3571.934326
	Iteration 70Q: 3 clusters Score -6036946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -6036955.500000 Penalty: 3571.934326
	Iteration 71Q: 3 clusters Score -6036956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -6036953.000000 Penalty: 3571.934326
	Iteration 72Q: 3 clusters Score -6036953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 58100 members 
Entering Unmasked Estep 
Score: -6036961.000000 Penalty: 3571.934326
	Iteration 73Q: 3 clusters Score -6036961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 58111 members 
Entering Unmasked Estep 
Score: -6036959.500000 Penalty: 3571.934326
	Iteration 74Q: 3 clusters Score -6036960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -6036956.500000 Penalty: 3571.934326
	Iteration 75Q: 3 clusters Score -6036956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 58122 members 
Entering Unmasked Estep 
Score: -6036952.500000 Penalty: 3571.934326
	Iteration 76Q: 3 clusters Score -6036952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -6036950.500000 Penalty: 3571.934326
	Iteration 77Q: 3 clusters Score -6036950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 58132 members 
Entering Unmasked Estep 
Score: -6036951.500000 Penalty: 3571.934326
	Iteration 78Q: 3 clusters Score -6036952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -6036952.000000 Penalty: 3571.934326
	Iteration 79Q: 3 clusters Score -6036952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 58135 members 
Entering Unmasked Estep 
Score: -6036951.500000 Penalty: 3571.934326
	Iteration 80F: 3 clusters Score -6036952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 58136 members 
Entering Unmasked Estep 
Score: -6036955.000000 Penalty: 3571.934326
	Iteration 81Q: 3 clusters Score -6036955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -6036953.000000 Penalty: 3571.934326
	Iteration 82Q: 3 clusters Score -6036953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -6036950.000000 Penalty: 3571.934326
	Iteration 83Q: 3 clusters Score -6036950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
Score: -6036953.500000 Penalty: 3571.934326
	Iteration 84Q: 3 clusters Score -6036954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 58148 members 
Entering Unmasked Estep 
Score: -6036951.000000 Penalty: 3571.934326
	Iteration 85Q: 3 clusters Score -6036951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
Score: -6036961.500000 Penalty: 3571.934326
	Iteration 86Q: 3 clusters Score -6036962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 58157 members 
Entering Unmasked Estep 
Score: -6036956.000000 Penalty: 3571.934326
	Iteration 87Q: 3 clusters Score -6036956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 58162 members 
Entering Unmasked Estep 
Score: -6036958.500000 Penalty: 3571.934326
	Iteration 88Q: 3 clusters Score -6036958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -6036962.000000 Penalty: 3571.934326
	Iteration 89Q: 3 clusters Score -6036962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -6036971.000000 Penalty: 3571.934326
	Iteration 90Q: 3 clusters Score -6036971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 58179 members 
Entering Unmasked Estep 
Score: -6036967.500000 Penalty: 3571.934326
	Iteration 91Q: 3 clusters Score -6036968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 58184 members 
Entering Unmasked Estep 
Score: -6036970.000000 Penalty: 3571.934326
	Iteration 92Q: 3 clusters Score -6036970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 58189 members 
Entering Unmasked Estep 
Score: -6036974.000000 Penalty: 3571.934326
	Iteration 93Q: 3 clusters Score -6036974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 58201 members 
Entering Unmasked Estep 
Score: -6036980.500000 Penalty: 3571.934326
	Iteration 94Q: 3 clusters Score -6036980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -6036977.500000 Penalty: 3571.934326
	Iteration 95Q: 3 clusters Score -6036978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 58212 members 
Entering Unmasked Estep 
Score: -6036979.500000 Penalty: 3571.934326
	Iteration 96Q: 3 clusters Score -6036980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 58214 members 
Entering Unmasked Estep 
Score: -6036972.500000 Penalty: 3571.934326
	Iteration 97Q: 3 clusters Score -6036972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 58215 members 
Entering Unmasked Estep 
Score: -6036976.500000 Penalty: 3571.934326
	Iteration 98Q: 3 clusters Score -6036976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 58216 members 
Entering Unmasked Estep 
Score: -6036976.500000 Penalty: 3571.934326
	Iteration 99Q: 3 clusters Score -6036976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 58219 members 
Entering Unmasked Estep 
Score: -6036979.000000 Penalty: 3571.934326
	Iteration 100F: 3 clusters Score -6036979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 58222 members 
Entering Unmasked Estep 
Score: -6036986.000000 Penalty: 3571.934326
	Iteration 101Q: 3 clusters Score -6036986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 58227 members 
Entering Unmasked Estep 
Score: -6036995.000000 Penalty: 3571.934326
	Iteration 102Q: 3 clusters Score -6036995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -6036995.000000 Penalty: 3571.934326
	Iteration 103Q: 3 clusters Score -6036995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 58239 members 
Entering Unmasked Estep 
Score: -6036998.500000 Penalty: 3571.934326
	Iteration 104Q: 3 clusters Score -6036998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 58244 members 
Entering Unmasked Estep 
Score: -6036989.000000 Penalty: 3571.934326
	Iteration 105Q: 3 clusters Score -6036989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 58245 members 
Entering Unmasked Estep 
Score: -6036992.500000 Penalty: 3571.934326
	Iteration 106Q: 3 clusters Score -6036992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 58245 members 
Entering Unmasked Estep 
Score: -6036992.500000 Penalty: 3571.934326
	Iteration 107F: 3 clusters Score -6036992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (85268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85268 members 
Entering Unmasked Estep 
Score: -8766479.000000 Penalty: 1844.952637
	Iteration 0F: 2 clusters Score -8766479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -8709851.000000 Penalty: 3689.905273
	Iteration 0F: 3 clusters Score -8709851 nChanged 40583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -8733548.000000 Penalty: 3689.905273
	Iteration 1F: 3 clusters Score -8733548 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -8734260.000000 Penalty: 3689.905273
	Iteration 2Q: 3 clusters Score -8734260 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -8735191.000000 Penalty: 3689.905273
	Iteration 3Q: 3 clusters Score -8735191 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -8736461.000000 Penalty: 3689.905273
	Iteration 4Q: 3 clusters Score -8736461 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -8738229.000000 Penalty: 3689.905273
	Iteration 5Q: 3 clusters Score -8738229 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -8740692.000000 Penalty: 3689.905273
	Iteration 6Q: 3 clusters Score -8740692 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -8743825.000000 Penalty: 3689.905273
	Iteration 7F: 3 clusters Score -8743825 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -8747330.000000 Penalty: 3689.905273
	Iteration 8F: 3 clusters Score -8747330 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -8750404.000000 Penalty: 3689.905273
	Iteration 9F: 3 clusters Score -8750404 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -8752670.000000 Penalty: 3689.905273
	Iteration 10Q: 3 clusters Score -8752670 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -8754185.000000 Penalty: 3689.905273
	Iteration 11Q: 3 clusters Score -8754185 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -8754952.000000 Penalty: 3689.905273
	Iteration 12Q: 3 clusters Score -8754952 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58958 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -8755446.000000 Penalty: 3689.905273
	Iteration 13Q: 3 clusters Score -8755446 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -8755872.000000 Penalty: 3689.905273
	Iteration 14Q: 3 clusters Score -8755872 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -8756324.000000 Penalty: 3689.905273
	Iteration 15Q: 3 clusters Score -8756324 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60712 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -8756681.000000 Penalty: 3689.905273
	Iteration 16Q: 3 clusters Score -8756681 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61228 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -8757058.000000 Penalty: 3689.905273
	Iteration 17Q: 3 clusters Score -8757058 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61666 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -8757408.000000 Penalty: 3689.905273
	Iteration 18Q: 3 clusters Score -8757408 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -8757735.000000 Penalty: 3689.905273
	Iteration 19Q: 3 clusters Score -8757735 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62456 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -8758035.000000 Penalty: 3689.905273
	Iteration 20F: 3 clusters Score -8758035 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -8758407.000000 Penalty: 3689.905273
	Iteration 21Q: 3 clusters Score -8758407 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -8758768.000000 Penalty: 3689.905273
	Iteration 22Q: 3 clusters Score -8758768 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63343 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -8759074.000000 Penalty: 3689.905273
	Iteration 23Q: 3 clusters Score -8759074 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63505 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -8759434.000000 Penalty: 3689.905273
	Iteration 24Q: 3 clusters Score -8759434 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63609 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -8759757.000000 Penalty: 3689.905273
	Iteration 25Q: 3 clusters Score -8759757 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -8760051.000000 Penalty: 3689.905273
	Iteration 26Q: 3 clusters Score -8760051 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63681 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -8760348.000000 Penalty: 3689.905273
	Iteration 27Q: 3 clusters Score -8760348 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63616 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -8760575.000000 Penalty: 3689.905273
	Iteration 28Q: 3 clusters Score -8760575 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -8760684.000000 Penalty: 3689.905273
	Iteration 29Q: 3 clusters Score -8760684 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63460 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -8760795.000000 Penalty: 3689.905273
	Iteration 30Q: 3 clusters Score -8760795 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63419 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -8760857.000000 Penalty: 3689.905273
	Iteration 31Q: 3 clusters Score -8760857 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63343 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -8760923.000000 Penalty: 3689.905273
	Iteration 32Q: 3 clusters Score -8760923 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63293 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -8760999.000000 Penalty: 3689.905273
	Iteration 33Q: 3 clusters Score -8760999 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -8761042.000000 Penalty: 3689.905273
	Iteration 34Q: 3 clusters Score -8761042 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -8761049.000000 Penalty: 3689.905273
	Iteration 35Q: 3 clusters Score -8761049 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63160 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -8761078.000000 Penalty: 3689.905273
	Iteration 36Q: 3 clusters Score -8761078 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63115 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -8761094.000000 Penalty: 3689.905273
	Iteration 37Q: 3 clusters Score -8761094 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63082 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -8761133.000000 Penalty: 3689.905273
	Iteration 38Q: 3 clusters Score -8761133 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63072 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -8761165.000000 Penalty: 3689.905273
	Iteration 39Q: 3 clusters Score -8761165 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63064 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -8761222.000000 Penalty: 3689.905273
	Iteration 40F: 3 clusters Score -8761222 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -8761204.000000 Penalty: 3689.905273
	Iteration 41Q: 3 clusters Score -8761204 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62939 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -8761206.000000 Penalty: 3689.905273
	Iteration 42Q: 3 clusters Score -8761206 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62888 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -8761217.000000 Penalty: 3689.905273
	Iteration 43Q: 3 clusters Score -8761217 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -8761194.000000 Penalty: 3689.905273
	Iteration 44Q: 3 clusters Score -8761194 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62753 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -8761202.000000 Penalty: 3689.905273
	Iteration 45Q: 3 clusters Score -8761202 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -8761240.000000 Penalty: 3689.905273
	Iteration 46Q: 3 clusters Score -8761240 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62674 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -8761250.000000 Penalty: 3689.905273
	Iteration 47Q: 3 clusters Score -8761250 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62650 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -8761238.000000 Penalty: 3689.905273
	Iteration 48Q: 3 clusters Score -8761238 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -8761239.000000 Penalty: 3689.905273
	Iteration 49Q: 3 clusters Score -8761239 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -8761240.000000 Penalty: 3689.905273
	Iteration 50Q: 3 clusters Score -8761240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -8761226.000000 Penalty: 3689.905273
	Iteration 51Q: 3 clusters Score -8761226 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -8761223.000000 Penalty: 3689.905273
	Iteration 52Q: 3 clusters Score -8761223 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62542 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -8761220.000000 Penalty: 3689.905273
	Iteration 53Q: 3 clusters Score -8761220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62521 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -8761226.000000 Penalty: 3689.905273
	Iteration 54Q: 3 clusters Score -8761226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62491 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -8761248.000000 Penalty: 3689.905273
	Iteration 55Q: 3 clusters Score -8761248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62468 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -8761252.000000 Penalty: 3689.905273
	Iteration 56Q: 3 clusters Score -8761252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62448 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -8761250.000000 Penalty: 3689.905273
	Iteration 57Q: 3 clusters Score -8761250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -8761247.000000 Penalty: 3689.905273
	Iteration 58Q: 3 clusters Score -8761247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -8761255.000000 Penalty: 3689.905273
	Iteration 59Q: 3 clusters Score -8761255 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -8761257.000000 Penalty: 3689.905273
	Iteration 60F: 3 clusters Score -8761257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62344 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -8761261.000000 Penalty: 3689.905273
	Iteration 61Q: 3 clusters Score -8761261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -8761278.000000 Penalty: 3689.905273
	Iteration 62Q: 3 clusters Score -8761278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62314 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -8761268.000000 Penalty: 3689.905273
	Iteration 63Q: 3 clusters Score -8761268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62299 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -8761286.000000 Penalty: 3689.905273
	Iteration 64Q: 3 clusters Score -8761286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62283 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -8761271.000000 Penalty: 3689.905273
	Iteration 65Q: 3 clusters Score -8761271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -8761267.000000 Penalty: 3689.905273
	Iteration 66Q: 3 clusters Score -8761267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62254 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -8761272.000000 Penalty: 3689.905273
	Iteration 67Q: 3 clusters Score -8761272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62247 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -8761262.000000 Penalty: 3689.905273
	Iteration 68Q: 3 clusters Score -8761262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -8761266.000000 Penalty: 3689.905273
	Iteration 69Q: 3 clusters Score -8761266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62200 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -8761271.000000 Penalty: 3689.905273
	Iteration 70Q: 3 clusters Score -8761271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -8761266.000000 Penalty: 3689.905273
	Iteration 71Q: 3 clusters Score -8761266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -8761268.000000 Penalty: 3689.905273
	Iteration 72Q: 3 clusters Score -8761268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62119 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -8761278.000000 Penalty: 3689.905273
	Iteration 73Q: 3 clusters Score -8761278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -8761290.000000 Penalty: 3689.905273
	Iteration 74Q: 3 clusters Score -8761290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62047 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -8761273.000000 Penalty: 3689.905273
	Iteration 75Q: 3 clusters Score -8761273 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -8761283.000000 Penalty: 3689.905273
	Iteration 76Q: 3 clusters Score -8761283 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61958 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -8761278.000000 Penalty: 3689.905273
	Iteration 77Q: 3 clusters Score -8761278 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61894 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -8761255.000000 Penalty: 3689.905273
	Iteration 78Q: 3 clusters Score -8761255 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61830 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -8761265.000000 Penalty: 3689.905273
	Iteration 79Q: 3 clusters Score -8761265 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61777 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -8761270.000000 Penalty: 3689.905273
	Iteration 80F: 3 clusters Score -8761270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -8761267.000000 Penalty: 3689.905273
	Iteration 81Q: 3 clusters Score -8761267 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -8761276.000000 Penalty: 3689.905273
	Iteration 82Q: 3 clusters Score -8761276 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -8761272.000000 Penalty: 3689.905273
	Iteration 83Q: 3 clusters Score -8761272 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61502 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -8761270.000000 Penalty: 3689.905273
	Iteration 84Q: 3 clusters Score -8761270 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -8761266.000000 Penalty: 3689.905273
	Iteration 85Q: 3 clusters Score -8761266 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61349 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -8761248.000000 Penalty: 3689.905273
	Iteration 86Q: 3 clusters Score -8761248 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61268 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -8761245.000000 Penalty: 3689.905273
	Iteration 87Q: 3 clusters Score -8761245 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -8761246.000000 Penalty: 3689.905273
	Iteration 88Q: 3 clusters Score -8761246 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -8761255.000000 Penalty: 3689.905273
	Iteration 89Q: 3 clusters Score -8761255 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60987 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -8761262.000000 Penalty: 3689.905273
	Iteration 90Q: 3 clusters Score -8761262 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -8761257.000000 Penalty: 3689.905273
	Iteration 91Q: 3 clusters Score -8761257 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -8761264.000000 Penalty: 3689.905273
	Iteration 92Q: 3 clusters Score -8761264 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60778 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -8761278.000000 Penalty: 3689.905273
	Iteration 93Q: 3 clusters Score -8761278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60721 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -8761281.000000 Penalty: 3689.905273
	Iteration 94Q: 3 clusters Score -8761281 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -8761280.000000 Penalty: 3689.905273
	Iteration 95Q: 3 clusters Score -8761280 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60573 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -8761290.000000 Penalty: 3689.905273
	Iteration 96Q: 3 clusters Score -8761290 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60478 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -8761296.000000 Penalty: 3689.905273
	Iteration 97Q: 3 clusters Score -8761296 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -8761306.000000 Penalty: 3689.905273
	Iteration 98Q: 3 clusters Score -8761306 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60285 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -8761274.000000 Penalty: 3689.905273
	Iteration 99Q: 3 clusters Score -8761274 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60197 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -8761279.000000 Penalty: 3689.905273
	Iteration 100F: 3 clusters Score -8761279 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60111 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -8761271.000000 Penalty: 3689.905273
	Iteration 101Q: 3 clusters Score -8761271 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -8761262.000000 Penalty: 3689.905273
	Iteration 102Q: 3 clusters Score -8761262 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -8761256.000000 Penalty: 3689.905273
	Iteration 103Q: 3 clusters Score -8761256 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -8761259.000000 Penalty: 3689.905273
	Iteration 104Q: 3 clusters Score -8761259 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -8761248.000000 Penalty: 3689.905273
	Iteration 105Q: 3 clusters Score -8761248 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -8761273.000000 Penalty: 3689.905273
	Iteration 106Q: 3 clusters Score -8761273 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -8761275.000000 Penalty: 3689.905273
	Iteration 107Q: 3 clusters Score -8761275 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -8761261.000000 Penalty: 3689.905273
	Iteration 108Q: 3 clusters Score -8761261 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -8761268.000000 Penalty: 3689.905273
	Iteration 109Q: 3 clusters Score -8761268 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -8761257.000000 Penalty: 3689.905273
	Iteration 110Q: 3 clusters Score -8761257 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -8761257.000000 Penalty: 3689.905273
	Iteration 111Q: 3 clusters Score -8761257 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -8761262.000000 Penalty: 3689.905273
	Iteration 112Q: 3 clusters Score -8761262 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -8761268.000000 Penalty: 3689.905273
	Iteration 113Q: 3 clusters Score -8761268 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -8761285.000000 Penalty: 3689.905273
	Iteration 114Q: 3 clusters Score -8761285 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -8761266.000000 Penalty: 3689.905273
	Iteration 115Q: 3 clusters Score -8761266 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58344 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -8761283.000000 Penalty: 3689.905273
	Iteration 116Q: 3 clusters Score -8761283 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58211 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -8761276.000000 Penalty: 3689.905273
	Iteration 117Q: 3 clusters Score -8761276 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -8761297.000000 Penalty: 3689.905273
	Iteration 118Q: 3 clusters Score -8761297 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57921 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -8761303.000000 Penalty: 3689.905273
	Iteration 119Q: 3 clusters Score -8761303 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57755 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -8761314.000000 Penalty: 3689.905273
	Iteration 120F: 3 clusters Score -8761314 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57579 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -8761296.000000 Penalty: 3689.905273
	Iteration 121Q: 3 clusters Score -8761296 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -8761301.000000 Penalty: 3689.905273
	Iteration 122Q: 3 clusters Score -8761301 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57281 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -8761298.000000 Penalty: 3689.905273
	Iteration 123Q: 3 clusters Score -8761298 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57136 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -8761295.000000 Penalty: 3689.905273
	Iteration 124Q: 3 clusters Score -8761295 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -8761299.000000 Penalty: 3689.905273
	Iteration 125Q: 3 clusters Score -8761299 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -8761318.000000 Penalty: 3689.905273
	Iteration 126Q: 3 clusters Score -8761318 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -8761313.000000 Penalty: 3689.905273
	Iteration 127Q: 3 clusters Score -8761313 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -8761312.000000 Penalty: 3689.905273
	Iteration 128Q: 3 clusters Score -8761312 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -8761320.000000 Penalty: 3689.905273
	Iteration 129Q: 3 clusters Score -8761320 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -8761319.000000 Penalty: 3689.905273
	Iteration 130Q: 3 clusters Score -8761319 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56052 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -8761334.000000 Penalty: 3689.905273
	Iteration 131Q: 3 clusters Score -8761334 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55883 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -8761319.000000 Penalty: 3689.905273
	Iteration 132Q: 3 clusters Score -8761319 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55727 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -8761323.000000 Penalty: 3689.905273
	Iteration 133Q: 3 clusters Score -8761323 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -8761307.000000 Penalty: 3689.905273
	Iteration 134Q: 3 clusters Score -8761307 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -8761311.000000 Penalty: 3689.905273
	Iteration 135Q: 3 clusters Score -8761311 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55295 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -8761313.000000 Penalty: 3689.905273
	Iteration 136Q: 3 clusters Score -8761313 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -8761333.000000 Penalty: 3689.905273
	Iteration 137Q: 3 clusters Score -8761333 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -8761323.000000 Penalty: 3689.905273
	Iteration 138Q: 3 clusters Score -8761323 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54894 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -8761315.000000 Penalty: 3689.905273
	Iteration 139Q: 3 clusters Score -8761315 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -8761314.000000 Penalty: 3689.905273
	Iteration 140F: 3 clusters Score -8761314 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -8761309.000000 Penalty: 3689.905273
	Iteration 141Q: 3 clusters Score -8761309 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -8761320.000000 Penalty: 3689.905273
	Iteration 142Q: 3 clusters Score -8761320 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -8761319.000000 Penalty: 3689.905273
	Iteration 143Q: 3 clusters Score -8761319 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -8761332.000000 Penalty: 3689.905273
	Iteration 144Q: 3 clusters Score -8761332 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -8761363.000000 Penalty: 3689.905273
	Iteration 145Q: 3 clusters Score -8761363 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54051 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -8761353.000000 Penalty: 3689.905273
	Iteration 146Q: 3 clusters Score -8761353 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -8761360.000000 Penalty: 3689.905273
	Iteration 147Q: 3 clusters Score -8761360 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -8761371.000000 Penalty: 3689.905273
	Iteration 148Q: 3 clusters Score -8761371 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53678 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -8761359.000000 Penalty: 3689.905273
	Iteration 149Q: 3 clusters Score -8761359 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -8761356.000000 Penalty: 3689.905273
	Iteration 150Q: 3 clusters Score -8761356 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53395 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -8761346.000000 Penalty: 3689.905273
	Iteration 151Q: 3 clusters Score -8761346 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -8761331.000000 Penalty: 3689.905273
	Iteration 152Q: 3 clusters Score -8761331 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -8761300.000000 Penalty: 3689.905273
	Iteration 153Q: 3 clusters Score -8761300 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52932 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -8761333.000000 Penalty: 3689.905273
	Iteration 154Q: 3 clusters Score -8761333 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52769 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -8761337.000000 Penalty: 3689.905273
	Iteration 155Q: 3 clusters Score -8761337 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -8761350.000000 Penalty: 3689.905273
	Iteration 156Q: 3 clusters Score -8761350 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -8761349.000000 Penalty: 3689.905273
	Iteration 157Q: 3 clusters Score -8761349 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -8761378.000000 Penalty: 3689.905273
	Iteration 158Q: 3 clusters Score -8761378 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -8761378.000000 Penalty: 3689.905273
	Iteration 159Q: 3 clusters Score -8761378 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -8761395.000000 Penalty: 3689.905273
	Iteration 160F: 3 clusters Score -8761395 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51635 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -8761386.000000 Penalty: 3689.905273
	Iteration 161Q: 3 clusters Score -8761386 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -8761380.000000 Penalty: 3689.905273
	Iteration 162Q: 3 clusters Score -8761380 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -8761385.000000 Penalty: 3689.905273
	Iteration 163Q: 3 clusters Score -8761385 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -8761383.000000 Penalty: 3689.905273
	Iteration 164Q: 3 clusters Score -8761383 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -8761396.000000 Penalty: 3689.905273
	Iteration 165Q: 3 clusters Score -8761396 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -8761412.000000 Penalty: 3689.905273
	Iteration 166Q: 3 clusters Score -8761412 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -8761425.000000 Penalty: 3689.905273
	Iteration 167Q: 3 clusters Score -8761425 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -8761444.000000 Penalty: 3689.905273
	Iteration 168Q: 3 clusters Score -8761444 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -8761455.000000 Penalty: 3689.905273
	Iteration 169Q: 3 clusters Score -8761455 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -8761456.000000 Penalty: 3689.905273
	Iteration 170Q: 3 clusters Score -8761456 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -8761459.000000 Penalty: 3689.905273
	Iteration 171Q: 3 clusters Score -8761459 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -8761428.000000 Penalty: 3689.905273
	Iteration 172Q: 3 clusters Score -8761428 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -8761428.000000 Penalty: 3689.905273
	Iteration 173Q: 3 clusters Score -8761428 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -8761428.000000 Penalty: 3689.905273
	Iteration 174Q: 3 clusters Score -8761428 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -8761439.000000 Penalty: 3689.905273
	Iteration 175Q: 3 clusters Score -8761439 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -8761430.000000 Penalty: 3689.905273
	Iteration 176Q: 3 clusters Score -8761430 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -8761437.000000 Penalty: 3689.905273
	Iteration 177Q: 3 clusters Score -8761437 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -8761451.000000 Penalty: 3689.905273
	Iteration 178Q: 3 clusters Score -8761451 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -8761461.000000 Penalty: 3689.905273
	Iteration 179Q: 3 clusters Score -8761461 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -8761475.000000 Penalty: 3689.905273
	Iteration 180F: 3 clusters Score -8761475 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -8761477.000000 Penalty: 3689.905273
	Iteration 181Q: 3 clusters Score -8761477 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -8761501.000000 Penalty: 3689.905273
	Iteration 182Q: 3 clusters Score -8761501 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -8761516.000000 Penalty: 3689.905273
	Iteration 183Q: 3 clusters Score -8761516 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -8761546.000000 Penalty: 3689.905273
	Iteration 184Q: 3 clusters Score -8761546 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -8761548.000000 Penalty: 3689.905273
	Iteration 185Q: 3 clusters Score -8761548 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -8761567.000000 Penalty: 3689.905273
	Iteration 186Q: 3 clusters Score -8761567 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -8761543.000000 Penalty: 3689.905273
	Iteration 187Q: 3 clusters Score -8761543 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -8761569.000000 Penalty: 3689.905273
	Iteration 188Q: 3 clusters Score -8761569 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -8761579.000000 Penalty: 3689.905273
	Iteration 189Q: 3 clusters Score -8761579 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -8761571.000000 Penalty: 3689.905273
	Iteration 190Q: 3 clusters Score -8761571 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -8761580.000000 Penalty: 3689.905273
	Iteration 191Q: 3 clusters Score -8761580 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -8761551.000000 Penalty: 3689.905273
	Iteration 192Q: 3 clusters Score -8761551 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -8761566.000000 Penalty: 3689.905273
	Iteration 193Q: 3 clusters Score -8761566 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -8761553.000000 Penalty: 3689.905273
	Iteration 194Q: 3 clusters Score -8761553 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -8761588.000000 Penalty: 3689.905273
	Iteration 195Q: 3 clusters Score -8761588 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -8761562.000000 Penalty: 3689.905273
	Iteration 196Q: 3 clusters Score -8761562 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -8761604.000000 Penalty: 3689.905273
	Iteration 197Q: 3 clusters Score -8761604 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -8761610.000000 Penalty: 3689.905273
	Iteration 198Q: 3 clusters Score -8761610 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -8761592.000000 Penalty: 3689.905273
	Iteration 199Q: 3 clusters Score -8761592 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -8761581.000000 Penalty: 3689.905273
	Iteration 200F: 3 clusters Score -8761581 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -8761587.000000 Penalty: 3689.905273
	Iteration 201Q: 3 clusters Score -8761587 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -8761575.000000 Penalty: 3689.905273
	Iteration 202Q: 3 clusters Score -8761575 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -8761583.000000 Penalty: 3689.905273
	Iteration 203Q: 3 clusters Score -8761583 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -8761602.000000 Penalty: 3689.905273
	Iteration 204Q: 3 clusters Score -8761602 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -8761611.000000 Penalty: 3689.905273
	Iteration 205Q: 3 clusters Score -8761611 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -8761616.000000 Penalty: 3689.905273
	Iteration 206Q: 3 clusters Score -8761616 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -8761625.000000 Penalty: 3689.905273
	Iteration 207Q: 3 clusters Score -8761625 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -8761617.000000 Penalty: 3689.905273
	Iteration 208Q: 3 clusters Score -8761617 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -8761624.000000 Penalty: 3689.905273
	Iteration 209Q: 3 clusters Score -8761624 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -8761653.000000 Penalty: 3689.905273
	Iteration 210Q: 3 clusters Score -8761653 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -8761624.000000 Penalty: 3689.905273
	Iteration 211Q: 3 clusters Score -8761624 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -8761662.000000 Penalty: 3689.905273
	Iteration 212Q: 3 clusters Score -8761662 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -8761676.000000 Penalty: 3689.905273
	Iteration 213Q: 3 clusters Score -8761676 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -8761686.000000 Penalty: 3689.905273
	Iteration 214Q: 3 clusters Score -8761686 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -8761696.000000 Penalty: 3689.905273
	Iteration 215Q: 3 clusters Score -8761696 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -8761674.000000 Penalty: 3689.905273
	Iteration 216Q: 3 clusters Score -8761674 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -8761682.000000 Penalty: 3689.905273
	Iteration 217Q: 3 clusters Score -8761682 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -8761665.000000 Penalty: 3689.905273
	Iteration 218Q: 3 clusters Score -8761665 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -8761670.000000 Penalty: 3689.905273
	Iteration 219Q: 3 clusters Score -8761670 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -8761702.000000 Penalty: 3689.905273
	Iteration 220F: 3 clusters Score -8761702 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -8761691.000000 Penalty: 3689.905273
	Iteration 221Q: 3 clusters Score -8761691 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -8761691.000000 Penalty: 3689.905273
	Iteration 222Q: 3 clusters Score -8761691 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -8761683.000000 Penalty: 3689.905273
	Iteration 223Q: 3 clusters Score -8761683 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -8761707.000000 Penalty: 3689.905273
	Iteration 224Q: 3 clusters Score -8761707 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -8761676.000000 Penalty: 3689.905273
	Iteration 225Q: 3 clusters Score -8761676 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -8761664.000000 Penalty: 3689.905273
	Iteration 226Q: 3 clusters Score -8761664 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -8761660.000000 Penalty: 3689.905273
	Iteration 227Q: 3 clusters Score -8761660 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -8761658.000000 Penalty: 3689.905273
	Iteration 228Q: 3 clusters Score -8761658 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -8761663.000000 Penalty: 3689.905273
	Iteration 229Q: 3 clusters Score -8761663 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -8761660.000000 Penalty: 3689.905273
	Iteration 230Q: 3 clusters Score -8761660 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -8761679.000000 Penalty: 3689.905273
	Iteration 231Q: 3 clusters Score -8761679 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -8761677.000000 Penalty: 3689.905273
	Iteration 232Q: 3 clusters Score -8761677 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -8761702.000000 Penalty: 3689.905273
	Iteration 233Q: 3 clusters Score -8761702 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -8761737.000000 Penalty: 3689.905273
	Iteration 234Q: 3 clusters Score -8761737 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -8761724.000000 Penalty: 3689.905273
	Iteration 235Q: 3 clusters Score -8761724 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -8761745.000000 Penalty: 3689.905273
	Iteration 236Q: 3 clusters Score -8761745 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -8761735.000000 Penalty: 3689.905273
	Iteration 237Q: 3 clusters Score -8761735 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -8761724.000000 Penalty: 3689.905273
	Iteration 238Q: 3 clusters Score -8761724 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -8761698.000000 Penalty: 3689.905273
	Iteration 239Q: 3 clusters Score -8761698 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -8761722.000000 Penalty: 3689.905273
	Iteration 240F: 3 clusters Score -8761722 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -8761737.000000 Penalty: 3689.905273
	Iteration 241Q: 3 clusters Score -8761737 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -8761739.000000 Penalty: 3689.905273
	Iteration 242Q: 3 clusters Score -8761739 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -8761772.000000 Penalty: 3689.905273
	Iteration 243Q: 3 clusters Score -8761772 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -8761782.000000 Penalty: 3689.905273
	Iteration 244Q: 3 clusters Score -8761782 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -8761802.000000 Penalty: 3689.905273
	Iteration 245Q: 3 clusters Score -8761802 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 51130 members 
Entering Unmasked Estep 
Score: -8761811.000000 Penalty: 3689.905273
	Iteration 246Q: 3 clusters Score -8761811 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -8761854.000000 Penalty: 3689.905273
	Iteration 247Q: 3 clusters Score -8761854 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -8761907.000000 Penalty: 3689.905273
	Iteration 248Q: 3 clusters Score -8761907 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -8761942.000000 Penalty: 3689.905273
	Iteration 249Q: 3 clusters Score -8761942 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -8761942.000000 Penalty: 3689.905273
	Iteration 250Q: 3 clusters Score -8761942 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -8761963.000000 Penalty: 3689.905273
	Iteration 251Q: 3 clusters Score -8761963 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 53225 members 
Entering Unmasked Estep 
Score: -8761983.000000 Penalty: 3689.905273
	Iteration 252Q: 3 clusters Score -8761983 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -8761985.000000 Penalty: 3689.905273
	Iteration 253Q: 3 clusters Score -8761985 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -8762012.000000 Penalty: 3689.905273
	Iteration 254Q: 3 clusters Score -8762012 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -8762026.000000 Penalty: 3689.905273
	Iteration 255Q: 3 clusters Score -8762026 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 54793 members 
Entering Unmasked Estep 
Score: -8762056.000000 Penalty: 3689.905273
	Iteration 256Q: 3 clusters Score -8762056 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 55177 members 
Entering Unmasked Estep 
Score: -8762112.000000 Penalty: 3689.905273
	Iteration 257Q: 3 clusters Score -8762112 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -8762124.000000 Penalty: 3689.905273
	Iteration 258Q: 3 clusters Score -8762124 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -8762147.000000 Penalty: 3689.905273
	Iteration 259Q: 3 clusters Score -8762147 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -8762158.000000 Penalty: 3689.905273
	Iteration 260F: 3 clusters Score -8762158 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 56781 members 
Entering Unmasked Estep 
Score: -8762169.000000 Penalty: 3689.905273
	Iteration 261Q: 3 clusters Score -8762169 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 57182 members 
Entering Unmasked Estep 
Score: -8762188.000000 Penalty: 3689.905273
	Iteration 262Q: 3 clusters Score -8762188 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 57597 members 
Entering Unmasked Estep 
Score: -8762213.000000 Penalty: 3689.905273
	Iteration 263Q: 3 clusters Score -8762213 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
Score: -8762258.000000 Penalty: 3689.905273
	Iteration 264Q: 3 clusters Score -8762258 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 58424 members 
Entering Unmasked Estep 
Score: -8762263.000000 Penalty: 3689.905273
	Iteration 265Q: 3 clusters Score -8762263 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 58847 members 
Entering Unmasked Estep 
Score: -8762289.000000 Penalty: 3689.905273
	Iteration 266Q: 3 clusters Score -8762289 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
Score: -8762328.000000 Penalty: 3689.905273
	Iteration 267Q: 3 clusters Score -8762328 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -8762388.000000 Penalty: 3689.905273
	Iteration 268Q: 3 clusters Score -8762388 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -8762409.000000 Penalty: 3689.905273
	Iteration 269Q: 3 clusters Score -8762409 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -8762425.000000 Penalty: 3689.905273
	Iteration 270Q: 3 clusters Score -8762425 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 60811 members 
Entering Unmasked Estep 
Score: -8762470.000000 Penalty: 3689.905273
	Iteration 271Q: 3 clusters Score -8762470 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 61186 members 
Entering Unmasked Estep 
Score: -8762508.000000 Penalty: 3689.905273
	Iteration 272Q: 3 clusters Score -8762508 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 61549 members 
Entering Unmasked Estep 
Score: -8762510.000000 Penalty: 3689.905273
	Iteration 273Q: 3 clusters Score -8762510 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 61893 members 
Entering Unmasked Estep 
Score: -8762500.000000 Penalty: 3689.905273
	Iteration 274Q: 3 clusters Score -8762500 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 62218 members 
Entering Unmasked Estep 
Score: -8762492.000000 Penalty: 3689.905273
	Iteration 275Q: 3 clusters Score -8762492 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -8762517.000000 Penalty: 3689.905273
	Iteration 276Q: 3 clusters Score -8762517 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
Score: -8762543.000000 Penalty: 3689.905273
	Iteration 277Q: 3 clusters Score -8762543 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -8762568.000000 Penalty: 3689.905273
	Iteration 278Q: 3 clusters Score -8762568 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 63429 members 
Entering Unmasked Estep 
Score: -8762571.000000 Penalty: 3689.905273
	Iteration 279Q: 3 clusters Score -8762571 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -8762592.000000 Penalty: 3689.905273
	Iteration 280F: 3 clusters Score -8762592 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -8762590.000000 Penalty: 3689.905273
	Iteration 281Q: 3 clusters Score -8762590 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -8762577.000000 Penalty: 3689.905273
	Iteration 282Q: 3 clusters Score -8762577 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 64478 members 
Entering Unmasked Estep 
Score: -8762621.000000 Penalty: 3689.905273
	Iteration 283Q: 3 clusters Score -8762621 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 64710 members 
Entering Unmasked Estep 
Score: -8762656.000000 Penalty: 3689.905273
	Iteration 284Q: 3 clusters Score -8762656 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 64971 members 
Entering Unmasked Estep 
Score: -8762688.000000 Penalty: 3689.905273
	Iteration 285Q: 3 clusters Score -8762688 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -8762681.000000 Penalty: 3689.905273
	Iteration 286Q: 3 clusters Score -8762681 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 65463 members 
Entering Unmasked Estep 
Score: -8762717.000000 Penalty: 3689.905273
	Iteration 287Q: 3 clusters Score -8762717 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -8762730.000000 Penalty: 3689.905273
	Iteration 288Q: 3 clusters Score -8762730 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -8762779.000000 Penalty: 3689.905273
	Iteration 289Q: 3 clusters Score -8762779 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 66279 members 
Entering Unmasked Estep 
Score: -8762789.000000 Penalty: 3689.905273
	Iteration 290Q: 3 clusters Score -8762789 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 66554 members 
Entering Unmasked Estep 
Score: -8762794.000000 Penalty: 3689.905273
	Iteration 291Q: 3 clusters Score -8762794 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 66830 members 
Entering Unmasked Estep 
Score: -8762786.000000 Penalty: 3689.905273
	Iteration 292Q: 3 clusters Score -8762786 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 67118 members 
Entering Unmasked Estep 
Score: -8762794.000000 Penalty: 3689.905273
	Iteration 293Q: 3 clusters Score -8762794 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 67406 members 
Entering Unmasked Estep 
Score: -8762826.000000 Penalty: 3689.905273
	Iteration 294Q: 3 clusters Score -8762826 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -8762871.000000 Penalty: 3689.905273
	Iteration 295Q: 3 clusters Score -8762871 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 68044 members 
Entering Unmasked Estep 
Score: -8762935.000000 Penalty: 3689.905273
	Iteration 296Q: 3 clusters Score -8762935 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 68345 members 
Entering Unmasked Estep 
Score: -8762962.000000 Penalty: 3689.905273
	Iteration 297Q: 3 clusters Score -8762962 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 68651 members 
Entering Unmasked Estep 
Score: -8762964.000000 Penalty: 3689.905273
	Iteration 298Q: 3 clusters Score -8762964 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 68950 members 
Entering Unmasked Estep 
Score: -8763015.000000 Penalty: 3689.905273
	Iteration 299Q: 3 clusters Score -8763015 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 69272 members 
Entering Unmasked Estep 
Score: -8763049.000000 Penalty: 3689.905273
	Iteration 300F: 3 clusters Score -8763049 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 69588 members 
Entering Unmasked Estep 
Score: -8763101.000000 Penalty: 3689.905273
	Iteration 301Q: 3 clusters Score -8763101 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 69898 members 
Entering Unmasked Estep 
Score: -8763134.000000 Penalty: 3689.905273
	Iteration 302Q: 3 clusters Score -8763134 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 70235 members 
Entering Unmasked Estep 
Score: -8763152.000000 Penalty: 3689.905273
	Iteration 303Q: 3 clusters Score -8763152 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 70572 members 
Entering Unmasked Estep 
Score: -8763174.000000 Penalty: 3689.905273
	Iteration 304Q: 3 clusters Score -8763174 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 70901 members 
Entering Unmasked Estep 
Score: -8763176.000000 Penalty: 3689.905273
	Iteration 305Q: 3 clusters Score -8763176 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 71235 members 
Entering Unmasked Estep 
Score: -8763200.000000 Penalty: 3689.905273
	Iteration 306Q: 3 clusters Score -8763200 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 71581 members 
Entering Unmasked Estep 
Score: -8763222.000000 Penalty: 3689.905273
	Iteration 307Q: 3 clusters Score -8763222 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 71912 members 
Entering Unmasked Estep 
Score: -8763288.000000 Penalty: 3689.905273
	Iteration 308Q: 3 clusters Score -8763288 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 72274 members 
Entering Unmasked Estep 
Score: -8763365.000000 Penalty: 3689.905273
	Iteration 309Q: 3 clusters Score -8763365 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 72645 members 
Entering Unmasked Estep 
Score: -8763419.000000 Penalty: 3689.905273
	Iteration 310Q: 3 clusters Score -8763419 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 73037 members 
Entering Unmasked Estep 
Score: -8763437.000000 Penalty: 3689.905273
	Iteration 311Q: 3 clusters Score -8763437 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 73419 members 
Entering Unmasked Estep 
Score: -8763478.000000 Penalty: 3689.905273
	Iteration 312Q: 3 clusters Score -8763478 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 73813 members 
Entering Unmasked Estep 
Score: -8763569.000000 Penalty: 3689.905273
	Iteration 313Q: 3 clusters Score -8763569 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -8763615.000000 Penalty: 3689.905273
	Iteration 314Q: 3 clusters Score -8763615 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 74614 members 
Entering Unmasked Estep 
Score: -8763665.000000 Penalty: 3689.905273
	Iteration 315Q: 3 clusters Score -8763665 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 75028 members 
Entering Unmasked Estep 
Score: -8763695.000000 Penalty: 3689.905273
	Iteration 316Q: 3 clusters Score -8763695 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 75451 members 
Entering Unmasked Estep 
Score: -8763721.000000 Penalty: 3689.905273
	Iteration 317Q: 3 clusters Score -8763721 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 75857 members 
Entering Unmasked Estep 
Score: -8763790.000000 Penalty: 3689.905273
	Iteration 318Q: 3 clusters Score -8763790 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 76250 members 
Entering Unmasked Estep 
Score: -8763832.000000 Penalty: 3689.905273
	Iteration 319Q: 3 clusters Score -8763832 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 76658 members 
Entering Unmasked Estep 
Score: -8763871.000000 Penalty: 3689.905273
	Iteration 320F: 3 clusters Score -8763871 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 77098 members 
Entering Unmasked Estep 
Score: -8763933.000000 Penalty: 3689.905273
	Iteration 321Q: 3 clusters Score -8763933 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 77484 members 
Entering Unmasked Estep 
Score: -8763963.000000 Penalty: 3689.905273
	Iteration 322Q: 3 clusters Score -8763963 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 77864 members 
Entering Unmasked Estep 
Score: -8764039.000000 Penalty: 3689.905273
	Iteration 323Q: 3 clusters Score -8764039 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 78218 members 
Entering Unmasked Estep 
Score: -8764104.000000 Penalty: 3689.905273
	Iteration 324Q: 3 clusters Score -8764104 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 78561 members 
Entering Unmasked Estep 
Score: -8764149.000000 Penalty: 3689.905273
	Iteration 325Q: 3 clusters Score -8764149 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 78889 members 
Entering Unmasked Estep 
Score: -8764194.000000 Penalty: 3689.905273
	Iteration 326Q: 3 clusters Score -8764194 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 79215 members 
Entering Unmasked Estep 
Score: -8764245.000000 Penalty: 3689.905273
	Iteration 327Q: 3 clusters Score -8764245 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 79523 members 
Entering Unmasked Estep 
Score: -8764316.000000 Penalty: 3689.905273
	Iteration 328Q: 3 clusters Score -8764316 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 79818 members 
Entering Unmasked Estep 
Score: -8764377.000000 Penalty: 3689.905273
	Iteration 329Q: 3 clusters Score -8764377 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 80109 members 
Entering Unmasked Estep 
Score: -8764407.000000 Penalty: 3689.905273
	Iteration 330Q: 3 clusters Score -8764407 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 80367 members 
Entering Unmasked Estep 
Score: -8764441.000000 Penalty: 3689.905273
	Iteration 331Q: 3 clusters Score -8764441 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 80622 members 
Entering Unmasked Estep 
Score: -8764475.000000 Penalty: 3689.905273
	Iteration 332Q: 3 clusters Score -8764475 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 80871 members 
Entering Unmasked Estep 
Score: -8764535.000000 Penalty: 3689.905273
	Iteration 333Q: 3 clusters Score -8764535 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -8764554.000000 Penalty: 3689.905273
	Iteration 334Q: 3 clusters Score -8764554 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 81337 members 
Entering Unmasked Estep 
Score: -8764579.000000 Penalty: 3689.905273
	Iteration 335Q: 3 clusters Score -8764579 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 81572 members 
Entering Unmasked Estep 
Score: -8764580.000000 Penalty: 3689.905273
	Iteration 336Q: 3 clusters Score -8764580 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 81791 members 
Entering Unmasked Estep 
Score: -8764599.000000 Penalty: 3689.905273
	Iteration 337Q: 3 clusters Score -8764599 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 82022 members 
Entering Unmasked Estep 
Score: -8764666.000000 Penalty: 3689.905273
	Iteration 338Q: 3 clusters Score -8764666 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 82227 members 
Entering Unmasked Estep 
Score: -8764660.000000 Penalty: 3689.905273
	Iteration 339Q: 3 clusters Score -8764660 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 82428 members 
Entering Unmasked Estep 
Score: -8764686.000000 Penalty: 3689.905273
	Iteration 340F: 3 clusters Score -8764686 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 82640 members 
Entering Unmasked Estep 
Score: -8764727.000000 Penalty: 3689.905273
	Iteration 341Q: 3 clusters Score -8764727 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 82858 members 
Entering Unmasked Estep 
Score: -8764767.000000 Penalty: 3689.905273
	Iteration 342Q: 3 clusters Score -8764767 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 83043 members 
Entering Unmasked Estep 
Score: -8764830.000000 Penalty: 3689.905273
	Iteration 343Q: 3 clusters Score -8764830 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 83224 members 
Entering Unmasked Estep 
Score: -8764848.000000 Penalty: 3689.905273
	Iteration 344Q: 3 clusters Score -8764848 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 83371 members 
Entering Unmasked Estep 
Score: -8764901.000000 Penalty: 3689.905273
	Iteration 345Q: 3 clusters Score -8764901 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 83499 members 
Entering Unmasked Estep 
Score: -8764910.000000 Penalty: 3689.905273
	Iteration 346Q: 3 clusters Score -8764910 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 83614 members 
Entering Unmasked Estep 
Score: -8764918.000000 Penalty: 3689.905273
	Iteration 347Q: 3 clusters Score -8764918 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 83729 members 
Entering Unmasked Estep 
Score: -8764939.000000 Penalty: 3689.905273
	Iteration 348Q: 3 clusters Score -8764939 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 83829 members 
Entering Unmasked Estep 
Score: -8764951.000000 Penalty: 3689.905273
	Iteration 349Q: 3 clusters Score -8764951 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 83916 members 
Entering Unmasked Estep 
Score: -8764957.000000 Penalty: 3689.905273
	Iteration 350Q: 3 clusters Score -8764957 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 83991 members 
Entering Unmasked Estep 
Score: -8764987.000000 Penalty: 3689.905273
	Iteration 351Q: 3 clusters Score -8764987 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 84049 members 
Entering Unmasked Estep 
Score: -8764993.000000 Penalty: 3689.905273
	Iteration 352Q: 3 clusters Score -8764993 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 84107 members 
Entering Unmasked Estep 
Score: -8765027.000000 Penalty: 3689.905273
	Iteration 353Q: 3 clusters Score -8765027 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 84156 members 
Entering Unmasked Estep 
Score: -8765043.000000 Penalty: 3689.905273
	Iteration 354Q: 3 clusters Score -8765043 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 84199 members 
Entering Unmasked Estep 
Score: -8765040.000000 Penalty: 3689.905273
	Iteration 355Q: 3 clusters Score -8765040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 84236 members 
Entering Unmasked Estep 
Score: -8765059.000000 Penalty: 3689.905273
	Iteration 356Q: 3 clusters Score -8765059 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 84267 members 
Entering Unmasked Estep 
Score: -8765050.000000 Penalty: 3689.905273
	Iteration 357Q: 3 clusters Score -8765050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 84286 members 
Entering Unmasked Estep 
Score: -8765047.000000 Penalty: 3689.905273
	Iteration 358Q: 3 clusters Score -8765047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 84298 members 
Entering Unmasked Estep 
Score: -8765045.000000 Penalty: 3689.905273
	Iteration 359Q: 3 clusters Score -8765045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 84313 members 
Entering Unmasked Estep 
Score: -8765046.000000 Penalty: 3689.905273
	Iteration 360F: 3 clusters Score -8765046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 84324 members 
Entering Unmasked Estep 
Score: -8765041.000000 Penalty: 3689.905273
	Iteration 361Q: 3 clusters Score -8765041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 84340 members 
Entering Unmasked Estep 
Score: -8765053.000000 Penalty: 3689.905273
	Iteration 362Q: 3 clusters Score -8765053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 84361 members 
Entering Unmasked Estep 
Score: -8765057.000000 Penalty: 3689.905273
	Iteration 363Q: 3 clusters Score -8765057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 84372 members 
Entering Unmasked Estep 
Score: -8765059.000000 Penalty: 3689.905273
	Iteration 364Q: 3 clusters Score -8765059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 84379 members 
Entering Unmasked Estep 
Score: -8765065.000000 Penalty: 3689.905273
	Iteration 365Q: 3 clusters Score -8765065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 84389 members 
Entering Unmasked Estep 
Score: -8765061.000000 Penalty: 3689.905273
	Iteration 366Q: 3 clusters Score -8765061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 84398 members 
Entering Unmasked Estep 
Score: -8765065.000000 Penalty: 3689.905273
	Iteration 367Q: 3 clusters Score -8765065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 84407 members 
Entering Unmasked Estep 
Score: -8765058.000000 Penalty: 3689.905273
	Iteration 368Q: 3 clusters Score -8765058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 84411 members 
Entering Unmasked Estep 
Score: -8765058.000000 Penalty: 3689.905273
	Iteration 369Q: 3 clusters Score -8765058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 84412 members 
Entering Unmasked Estep 
Score: -8765063.000000 Penalty: 3689.905273
	Iteration 370Q: 3 clusters Score -8765063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 84414 members 
Entering Unmasked Estep 
Score: -8765067.000000 Penalty: 3689.905273
	Iteration 371Q: 3 clusters Score -8765067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 84416 members 
Entering Unmasked Estep 
Score: -8765063.000000 Penalty: 3689.905273
	Iteration 372Q: 3 clusters Score -8765063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 84419 members 
Entering Unmasked Estep 
Score: -8765058.000000 Penalty: 3689.905273
	Iteration 373Q: 3 clusters Score -8765058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 84424 members 
Entering Unmasked Estep 
Score: -8765060.000000 Penalty: 3689.905273
	Iteration 374Q: 3 clusters Score -8765060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 84423 members 
Entering Unmasked Estep 
Score: -8765074.000000 Penalty: 3689.905273
	Iteration 375Q: 3 clusters Score -8765074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 84424 members 
Entering Unmasked Estep 
Score: -8765067.000000 Penalty: 3689.905273
	Iteration 376Q: 3 clusters Score -8765067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 84430 members 
Entering Unmasked Estep 
Score: -8765064.000000 Penalty: 3689.905273
	Iteration 377Q: 3 clusters Score -8765064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 84437 members 
Entering Unmasked Estep 
Score: -8765066.000000 Penalty: 3689.905273
	Iteration 378Q: 3 clusters Score -8765066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 84437 members 
Entering Unmasked Estep 
Score: -8765062.000000 Penalty: 3689.905273
	Iteration 379Q: 3 clusters Score -8765062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 84438 members 
Entering Unmasked Estep 
Score: -8765063.000000 Penalty: 3689.905273
	Iteration 380F: 3 clusters Score -8765063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 84439 members 
Entering Unmasked Estep 
Score: -8765062.000000 Penalty: 3689.905273
	Iteration 381Q: 3 clusters Score -8765062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 84442 members 
Entering Unmasked Estep 
Score: -8765070.000000 Penalty: 3689.905273
	Iteration 382Q: 3 clusters Score -8765070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 84442 members 
Entering Unmasked Estep 
Score: -8765070.000000 Penalty: 3689.905273
	Iteration 383F: 3 clusters Score -8765070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (68684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68684 members 
Entering Unmasked Estep 
Score: -6969644.500000 Penalty: 1809.806641
	Iteration 0F: 2 clusters Score -6969644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -6923859.000000 Penalty: 3619.613281
	Iteration 0F: 3 clusters Score -6923859 nChanged 32434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -6942600.000000 Penalty: 3619.613281
	Iteration 1F: 3 clusters Score -6942600 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -6943433.500000 Penalty: 3619.613281
	Iteration 2Q: 3 clusters Score -6943434 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -6944556.000000 Penalty: 3619.613281
	Iteration 3Q: 3 clusters Score -6944556 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -6946208.000000 Penalty: 3619.613281
	Iteration 4Q: 3 clusters Score -6946208 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -6948659.500000 Penalty: 3619.613281
	Iteration 5F: 3 clusters Score -6948660 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -6951864.500000 Penalty: 3619.613281
	Iteration 6F: 3 clusters Score -6951864 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -6955565.500000 Penalty: 3619.613281
	Iteration 7F: 3 clusters Score -6955566 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -6958598.500000 Penalty: 3619.613281
	Iteration 8F: 3 clusters Score -6958598 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -6960225.500000 Penalty: 3619.613281
	Iteration 9Q: 3 clusters Score -6960226 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -6961068.000000 Penalty: 3619.613281
	Iteration 10Q: 3 clusters Score -6961068 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -6961576.500000 Penalty: 3619.613281
	Iteration 11Q: 3 clusters Score -6961576 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 51247 members 
Entering Unmasked Estep 
Score: -6962058.000000 Penalty: 3619.613281
	Iteration 12Q: 3 clusters Score -6962058 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -6962388.000000 Penalty: 3619.613281
	Iteration 13Q: 3 clusters Score -6962388 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 53201 members 
Entering Unmasked Estep 
Score: -6962762.500000 Penalty: 3619.613281
	Iteration 14Q: 3 clusters Score -6962762 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -6963188.000000 Penalty: 3619.613281
	Iteration 15Q: 3 clusters Score -6963188 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 55256 members 
Entering Unmasked Estep 
Score: -6963575.500000 Penalty: 3619.613281
	Iteration 16Q: 3 clusters Score -6963576 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -6963936.000000 Penalty: 3619.613281
	Iteration 17Q: 3 clusters Score -6963936 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -6964291.500000 Penalty: 3619.613281
	Iteration 18Q: 3 clusters Score -6964292 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 58019 members 
Entering Unmasked Estep 
Score: -6964589.500000 Penalty: 3619.613281
	Iteration 19Q: 3 clusters Score -6964590 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -6964915.000000 Penalty: 3619.613281
	Iteration 20F: 3 clusters Score -6964915 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 59806 members 
Entering Unmasked Estep 
Score: -6965235.000000 Penalty: 3619.613281
	Iteration 21Q: 3 clusters Score -6965235 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 60648 members 
Entering Unmasked Estep 
Score: -6965563.500000 Penalty: 3619.613281
	Iteration 22Q: 3 clusters Score -6965564 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 61425 members 
Entering Unmasked Estep 
Score: -6965853.500000 Penalty: 3619.613281
	Iteration 23Q: 3 clusters Score -6965854 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -6966204.500000 Penalty: 3619.613281
	Iteration 24Q: 3 clusters Score -6966204 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 62884 members 
Entering Unmasked Estep 
Score: -6966475.000000 Penalty: 3619.613281
	Iteration 25Q: 3 clusters Score -6966475 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -6966697.500000 Penalty: 3619.613281
	Iteration 26Q: 3 clusters Score -6966698 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 64043 members 
Entering Unmasked Estep 
Score: -6966882.500000 Penalty: 3619.613281
	Iteration 27Q: 3 clusters Score -6966882 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 64550 members 
Entering Unmasked Estep 
Score: -6967055.500000 Penalty: 3619.613281
	Iteration 28Q: 3 clusters Score -6967056 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 65030 members 
Entering Unmasked Estep 
Score: -6967265.500000 Penalty: 3619.613281
	Iteration 29Q: 3 clusters Score -6967266 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 65453 members 
Entering Unmasked Estep 
Score: -6967404.500000 Penalty: 3619.613281
	Iteration 30Q: 3 clusters Score -6967404 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -6967543.000000 Penalty: 3619.613281
	Iteration 31Q: 3 clusters Score -6967543 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 66108 members 
Entering Unmasked Estep 
Score: -6967681.000000 Penalty: 3619.613281
	Iteration 32Q: 3 clusters Score -6967681 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -6967794.000000 Penalty: 3619.613281
	Iteration 33Q: 3 clusters Score -6967794 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -6967903.500000 Penalty: 3619.613281
	Iteration 34Q: 3 clusters Score -6967904 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -6967968.000000 Penalty: 3619.613281
	Iteration 35Q: 3 clusters Score -6967968 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -6968032.000000 Penalty: 3619.613281
	Iteration 36Q: 3 clusters Score -6968032 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 67131 members 
Entering Unmasked Estep 
Score: -6968084.500000 Penalty: 3619.613281
	Iteration 37Q: 3 clusters Score -6968084 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 67248 members 
Entering Unmasked Estep 
Score: -6968129.500000 Penalty: 3619.613281
	Iteration 38Q: 3 clusters Score -6968130 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -6968159.500000 Penalty: 3619.613281
	Iteration 39Q: 3 clusters Score -6968160 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 67410 members 
Entering Unmasked Estep 
Score: -6968176.000000 Penalty: 3619.613281
	Iteration 40F: 3 clusters Score -6968176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 67458 members 
Entering Unmasked Estep 
Score: -6968187.500000 Penalty: 3619.613281
	Iteration 41Q: 3 clusters Score -6968188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -6968200.000000 Penalty: 3619.613281
	Iteration 42Q: 3 clusters Score -6968200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 67532 members 
Entering Unmasked Estep 
Score: -6968214.500000 Penalty: 3619.613281
	Iteration 43Q: 3 clusters Score -6968214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
Score: -6968237.000000 Penalty: 3619.613281
	Iteration 44Q: 3 clusters Score -6968237 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 67636 members 
Entering Unmasked Estep 
Score: -6968251.500000 Penalty: 3619.613281
	Iteration 45Q: 3 clusters Score -6968252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 67680 members 
Entering Unmasked Estep 
Score: -6968253.000000 Penalty: 3619.613281
	Iteration 46Q: 3 clusters Score -6968253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 67711 members 
Entering Unmasked Estep 
Score: -6968264.500000 Penalty: 3619.613281
	Iteration 47Q: 3 clusters Score -6968264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 67739 members 
Entering Unmasked Estep 
Score: -6968277.000000 Penalty: 3619.613281
	Iteration 48Q: 3 clusters Score -6968277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 67760 members 
Entering Unmasked Estep 
Score: -6968292.500000 Penalty: 3619.613281
	Iteration 49Q: 3 clusters Score -6968292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -6968305.000000 Penalty: 3619.613281
	Iteration 50Q: 3 clusters Score -6968305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 67804 members 
Entering Unmasked Estep 
Score: -6968306.000000 Penalty: 3619.613281
	Iteration 51Q: 3 clusters Score -6968306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 67827 members 
Entering Unmasked Estep 
Score: -6968300.000000 Penalty: 3619.613281
	Iteration 52Q: 3 clusters Score -6968300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 67838 members 
Entering Unmasked Estep 
Score: -6968305.500000 Penalty: 3619.613281
	Iteration 53Q: 3 clusters Score -6968306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 67846 members 
Entering Unmasked Estep 
Score: -6968313.500000 Penalty: 3619.613281
	Iteration 54Q: 3 clusters Score -6968314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 67848 members 
Entering Unmasked Estep 
Score: -6968316.500000 Penalty: 3619.613281
	Iteration 55Q: 3 clusters Score -6968316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 67850 members 
Entering Unmasked Estep 
Score: -6968317.500000 Penalty: 3619.613281
	Iteration 56Q: 3 clusters Score -6968318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 67852 members 
Entering Unmasked Estep 
Score: -6968321.000000 Penalty: 3619.613281
	Iteration 57Q: 3 clusters Score -6968321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 67854 members 
Entering Unmasked Estep 
Score: -6968317.500000 Penalty: 3619.613281
	Iteration 58Q: 3 clusters Score -6968318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 67856 members 
Entering Unmasked Estep 
Score: -6968318.000000 Penalty: 3619.613281
	Iteration 59Q: 3 clusters Score -6968318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 67856 members 
Entering Unmasked Estep 
Score: -6968316.500000 Penalty: 3619.613281
	Iteration 60F: 3 clusters Score -6968316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -6968317.500000 Penalty: 3619.613281
	Iteration 61Q: 3 clusters Score -6968318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -6968317.500000 Penalty: 3619.613281
	Iteration 62F: 3 clusters Score -6968318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (165755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165755 members 
Entering Unmasked Estep 
Score: -17016240.000000 Penalty: 1952.968140
	Iteration 0F: 2 clusters Score -1.701624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82472 members 
Mstep: Class 2 contains 83283 members 
Entering Unmasked Estep 
Score: -16911626.000000 Penalty: 3905.936279
	Iteration 0F: 3 clusters Score -1.691163e+07 nChanged 80044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72172 members 
Mstep: Class 2 contains 93583 members 
Entering Unmasked Estep 
Score: -16959978.000000 Penalty: 3905.936279
	Iteration 1F: 3 clusters Score -1.695998e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65473 members 
Mstep: Class 2 contains 100282 members 
Entering Unmasked Estep 
Score: -16963172.000000 Penalty: 3905.936279
	Iteration 2Q: 3 clusters Score -1.696317e+07 nChanged 10271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55800 members 
Mstep: Class 2 contains 109955 members 
Entering Unmasked Estep 
Score: -16968782.000000 Penalty: 3905.936279
	Iteration 3F: 3 clusters Score -1.696878e+07 nChanged 13165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 122820 members 
Entering Unmasked Estep 
Score: -16978764.000000 Penalty: 3905.936279
	Iteration 4F: 3 clusters Score -1.697876e+07 nChanged 14821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 137489 members 
Entering Unmasked Estep 
Score: -16991998.000000 Penalty: 3905.936279
	Iteration 5F: 3 clusters Score -1.6992e+07 nChanged 13301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 150714 members 
Entering Unmasked Estep 
Score: -17004712.000000 Penalty: 3905.936279
	Iteration 6F: 3 clusters Score -1.700471e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 159441 members 
Entering Unmasked Estep 
Score: -17011618.000000 Penalty: 3905.936279
	Iteration 7F: 3 clusters Score -1.701162e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 163308 members 
Entering Unmasked Estep 
Score: -17013968.000000 Penalty: 3905.936279
	Iteration 8Q: 3 clusters Score -1.701397e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 164590 members 
Entering Unmasked Estep 
Score: -17014520.000000 Penalty: 3905.936279
	Iteration 9Q: 3 clusters Score -1.701452e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 165031 members 
Entering Unmasked Estep 
Score: -17014696.000000 Penalty: 3905.936279
	Iteration 10Q: 3 clusters Score -1.70147e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 165189 members 
Entering Unmasked Estep 
Score: -17014746.000000 Penalty: 3905.936279
	Iteration 11Q: 3 clusters Score -1.701475e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 165262 members 
Entering Unmasked Estep 
Score: -17014828.000000 Penalty: 3905.936279
	Iteration 12Q: 3 clusters Score -1.701483e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 165291 members 
Entering Unmasked Estep 
Score: -17014856.000000 Penalty: 3905.936279
	Iteration 13Q: 3 clusters Score -1.701486e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 165310 members 
Entering Unmasked Estep 
Score: -17014860.000000 Penalty: 3905.936279
	Iteration 14Q: 3 clusters Score -1.701486e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 165327 members 
Entering Unmasked Estep 
Score: -17014866.000000 Penalty: 3905.936279
	Iteration 15Q: 3 clusters Score -1.701487e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 165338 members 
Entering Unmasked Estep 
Score: -17014896.000000 Penalty: 3905.936279
	Iteration 16Q: 3 clusters Score -1.70149e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 165345 members 
Entering Unmasked Estep 
Score: -17014886.000000 Penalty: 3905.936279
	Iteration 17Q: 3 clusters Score -1.701489e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 165344 members 
Entering Unmasked Estep 
Score: -17014884.000000 Penalty: 3905.936279
	Iteration 18Q: 3 clusters Score -1.701488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 165347 members 
Entering Unmasked Estep 
Score: -17014888.000000 Penalty: 3905.936279
	Iteration 19Q: 3 clusters Score -1.701489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 165351 members 
Entering Unmasked Estep 
Score: -17014892.000000 Penalty: 3905.936279
	Iteration 20F: 3 clusters Score -1.701489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 165354 members 
Entering Unmasked Estep 
Score: -17014896.000000 Penalty: 3905.936279
	Iteration 21Q: 3 clusters Score -1.70149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 165353 members 
Entering Unmasked Estep 
Score: -17014894.000000 Penalty: 3905.936279
	Iteration 22Q: 3 clusters Score -1.701489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 165353 members 
Entering Unmasked Estep 
Score: -17014908.000000 Penalty: 3905.936279
	Iteration 23Q: 3 clusters Score -1.701491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 165355 members 
Entering Unmasked Estep 
Score: -17014902.000000 Penalty: 3905.936279
	Iteration 24Q: 3 clusters Score -1.70149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 165357 members 
Entering Unmasked Estep 
Score: -17014908.000000 Penalty: 3905.936279
	Iteration 25Q: 3 clusters Score -1.701491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 165356 members 
Entering Unmasked Estep 
Score: -17014918.000000 Penalty: 3905.936279
	Iteration 26Q: 3 clusters Score -1.701492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 165354 members 
Entering Unmasked Estep 
Score: -17014916.000000 Penalty: 3905.936279
	Iteration 27Q: 3 clusters Score -1.701492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 165352 members 
Entering Unmasked Estep 
Score: -17014930.000000 Penalty: 3905.936279
	Iteration 28Q: 3 clusters Score -1.701493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 165350 members 
Entering Unmasked Estep 
Score: -17014926.000000 Penalty: 3905.936279
	Iteration 29Q: 3 clusters Score -1.701493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 165350 members 
Entering Unmasked Estep 
Score: -17014926.000000 Penalty: 3905.936279
	Iteration 30F: 3 clusters Score -1.701493e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (162669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162669 members 
Entering Unmasked Estep 
Score: -16542006.000000 Penalty: 1949.914307
	Iteration 0F: 2 clusters Score -1.654201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80914 members 
Mstep: Class 2 contains 81755 members 
Entering Unmasked Estep 
Score: -16434051.000000 Penalty: 3899.828613
	Iteration 0F: 3 clusters Score -1.643405e+07 nChanged 78659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 90010 members 
Entering Unmasked Estep 
Score: -16481110.000000 Penalty: 3899.828613
	Iteration 1F: 3 clusters Score -1.648111e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67037 members 
Mstep: Class 2 contains 95632 members 
Entering Unmasked Estep 
Score: -16483542.000000 Penalty: 3899.828613
	Iteration 2Q: 3 clusters Score -1.648354e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58291 members 
Mstep: Class 2 contains 104378 members 
Entering Unmasked Estep 
Score: -16488302.000000 Penalty: 3899.828613
	Iteration 3F: 3 clusters Score -1.64883e+07 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 116867 members 
Entering Unmasked Estep 
Score: -16497378.000000 Penalty: 3899.828613
	Iteration 4F: 3 clusters Score -1.649738e+07 nChanged 15675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 132520 members 
Entering Unmasked Estep 
Score: -16511408.000000 Penalty: 3899.828613
	Iteration 5F: 3 clusters Score -1.651141e+07 nChanged 14909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 147427 members 
Entering Unmasked Estep 
Score: -16526327.000000 Penalty: 3899.828613
	Iteration 6F: 3 clusters Score -1.652633e+07 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 157252 members 
Entering Unmasked Estep 
Score: -16535744.000000 Penalty: 3899.828613
	Iteration 7F: 3 clusters Score -1.653574e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 161240 members 
Entering Unmasked Estep 
Score: -16539118.000000 Penalty: 3899.828613
	Iteration 8Q: 3 clusters Score -1.653912e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 162234 members 
Entering Unmasked Estep 
Score: -16539906.000000 Penalty: 3899.828613
	Iteration 9Q: 3 clusters Score -1.653991e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 162430 members 
Entering Unmasked Estep 
Score: -16540108.000000 Penalty: 3899.828613
	Iteration 10Q: 3 clusters Score -1.654011e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 162475 members 
Entering Unmasked Estep 
Score: -16540168.000000 Penalty: 3899.828613
	Iteration 11Q: 3 clusters Score -1.654017e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 162495 members 
Entering Unmasked Estep 
Score: -16540219.000000 Penalty: 3899.828613
	Iteration 12Q: 3 clusters Score -1.654022e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 162501 members 
Entering Unmasked Estep 
Score: -16540238.000000 Penalty: 3899.828613
	Iteration 13Q: 3 clusters Score -1.654024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 162506 members 
Entering Unmasked Estep 
Score: -16540269.000000 Penalty: 3899.828613
	Iteration 14Q: 3 clusters Score -1.654027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 162506 members 
Entering Unmasked Estep 
Score: -16540285.000000 Penalty: 3899.828613
	Iteration 15Q: 3 clusters Score -1.654028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 162506 members 
Entering Unmasked Estep 
Score: -16540289.000000 Penalty: 3899.828613
	Iteration 16Q: 3 clusters Score -1.654029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 162507 members 
Entering Unmasked Estep 
Score: -16540286.000000 Penalty: 3899.828613
	Iteration 17Q: 3 clusters Score -1.654029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 162506 members 
Entering Unmasked Estep 
Score: -16540282.000000 Penalty: 3899.828613
	Iteration 18Q: 3 clusters Score -1.654028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 162506 members 
Entering Unmasked Estep 
Score: -16540282.000000 Penalty: 3899.828613
	Iteration 19F: 3 clusters Score -1.654028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Entering Unmasked Estep 
Score: -2083306.000000 Penalty: 1614.348633
	Iteration 0F: 2 clusters Score -2083306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2069196.750000 Penalty: 3228.697266
	Iteration 0F: 3 clusters Score -2069197 nChanged 9415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2074246.250000 Penalty: 3228.697266
	Iteration 1F: 3 clusters Score -2074246 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2074538.500000 Penalty: 3228.697266
	Iteration 2Q: 3 clusters Score -2074538 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2074788.375000 Penalty: 3228.697266
	Iteration 3Q: 3 clusters Score -2074788 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2075020.250000 Penalty: 3228.697266
	Iteration 4Q: 3 clusters Score -2075020 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2075230.250000 Penalty: 3228.697266
	Iteration 5Q: 3 clusters Score -2075230 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2075488.500000 Penalty: 3228.697266
	Iteration 6Q: 3 clusters Score -2075488 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2075720.000000 Penalty: 3228.697266
	Iteration 7Q: 3 clusters Score -2075720 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2076031.000000 Penalty: 3228.697266
	Iteration 8Q: 3 clusters Score -2076031 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2076477.375000 Penalty: 3228.697266
	Iteration 9Q: 3 clusters Score -2076477 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2077056.250000 Penalty: 3228.697266
	Iteration 10Q: 3 clusters Score -2077056 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2077812.875000 Penalty: 3228.697266
	Iteration 11F: 3 clusters Score -2077813 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2078757.875000 Penalty: 3228.697266
	Iteration 12F: 3 clusters Score -2078758 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2079700.875000 Penalty: 3228.697266
	Iteration 13F: 3 clusters Score -2079701 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2080425.375000 Penalty: 3228.697266
	Iteration 14Q: 3 clusters Score -2080425 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2080934.125000 Penalty: 3228.697266
	Iteration 15Q: 3 clusters Score -2080934 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2081250.250000 Penalty: 3228.697266
	Iteration 16Q: 3 clusters Score -2081250 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2081470.500000 Penalty: 3228.697266
	Iteration 17Q: 3 clusters Score -2081470 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2081610.500000 Penalty: 3228.697266
	Iteration 18Q: 3 clusters Score -2081610 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2081711.000000 Penalty: 3228.697266
	Iteration 19Q: 3 clusters Score -2081711 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2081772.125000 Penalty: 3228.697266
	Iteration 20F: 3 clusters Score -2081772 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2081826.750000 Penalty: 3228.697266
	Iteration 21Q: 3 clusters Score -2081827 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2081873.000000 Penalty: 3228.697266
	Iteration 22Q: 3 clusters Score -2081873 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2081911.750000 Penalty: 3228.697266
	Iteration 23Q: 3 clusters Score -2081912 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2081941.750000 Penalty: 3228.697266
	Iteration 24Q: 3 clusters Score -2081942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2081961.500000 Penalty: 3228.697266
	Iteration 25Q: 3 clusters Score -2081962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2081974.250000 Penalty: 3228.697266
	Iteration 26Q: 3 clusters Score -2081974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2081987.750000 Penalty: 3228.697266
	Iteration 27Q: 3 clusters Score -2081988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2081992.375000 Penalty: 3228.697266
	Iteration 28Q: 3 clusters Score -2081992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2081996.375000 Penalty: 3228.697266
	Iteration 29Q: 3 clusters Score -2081996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2082000.875000 Penalty: 3228.697266
	Iteration 30Q: 3 clusters Score -2082001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2082003.000000 Penalty: 3228.697266
	Iteration 31Q: 3 clusters Score -2082003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2082011.500000 Penalty: 3228.697266
	Iteration 32Q: 3 clusters Score -2082012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2082013.875000 Penalty: 3228.697266
	Iteration 33Q: 3 clusters Score -2082014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2082018.875000 Penalty: 3228.697266
	Iteration 34Q: 3 clusters Score -2082019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2082022.500000 Penalty: 3228.697266
	Iteration 35Q: 3 clusters Score -2082022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2082024.125000 Penalty: 3228.697266
	Iteration 36Q: 3 clusters Score -2082024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2082023.875000 Penalty: 3228.697266
	Iteration 37Q: 3 clusters Score -2082024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2082026.625000 Penalty: 3228.697266
	Iteration 38Q: 3 clusters Score -2082027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2082027.000000 Penalty: 3228.697266
	Iteration 39Q: 3 clusters Score -2082027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2082027.000000 Penalty: 3228.697266
	Iteration 40F: 3 clusters Score -2082027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Entering Unmasked Estep 
Score: -2591802.500000 Penalty: 1643.826172
	Iteration 0F: 2 clusters Score -2591802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2574978.000000 Penalty: 3287.652344
	Iteration 0F: 3 clusters Score -2574978 nChanged 11369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2581236.750000 Penalty: 3287.652344
	Iteration 1F: 3 clusters Score -2581237 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2581574.000000 Penalty: 3287.652344
	Iteration 2Q: 3 clusters Score -2581574 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2581901.750000 Penalty: 3287.652344
	Iteration 3Q: 3 clusters Score -2581902 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2582210.000000 Penalty: 3287.652344
	Iteration 4Q: 3 clusters Score -2582210 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2582531.250000 Penalty: 3287.652344
	Iteration 5Q: 3 clusters Score -2582531 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2582833.750000 Penalty: 3287.652344
	Iteration 6Q: 3 clusters Score -2582834 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2583161.500000 Penalty: 3287.652344
	Iteration 7Q: 3 clusters Score -2583162 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2583537.500000 Penalty: 3287.652344
	Iteration 8Q: 3 clusters Score -2583538 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2584038.750000 Penalty: 3287.652344
	Iteration 9Q: 3 clusters Score -2584039 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2584676.000000 Penalty: 3287.652344
	Iteration 10Q: 3 clusters Score -2584676 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2585438.500000 Penalty: 3287.652344
	Iteration 11F: 3 clusters Score -2585438 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2586251.750000 Penalty: 3287.652344
	Iteration 12F: 3 clusters Score -2586252 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2587115.750000 Penalty: 3287.652344
	Iteration 13Q: 3 clusters Score -2587116 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2587910.750000 Penalty: 3287.652344
	Iteration 14Q: 3 clusters Score -2587911 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2588579.000000 Penalty: 3287.652344
	Iteration 15Q: 3 clusters Score -2588579 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2589045.000000 Penalty: 3287.652344
	Iteration 16Q: 3 clusters Score -2589045 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2589416.250000 Penalty: 3287.652344
	Iteration 17Q: 3 clusters Score -2589416 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2589662.500000 Penalty: 3287.652344
	Iteration 18Q: 3 clusters Score -2589662 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2589820.750000 Penalty: 3287.652344
	Iteration 19Q: 3 clusters Score -2589821 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2589948.000000 Penalty: 3287.652344
	Iteration 20F: 3 clusters Score -2589948 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2590054.750000 Penalty: 3287.652344
	Iteration 21Q: 3 clusters Score -2590055 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2590127.750000 Penalty: 3287.652344
	Iteration 22Q: 3 clusters Score -2590128 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2590187.000000 Penalty: 3287.652344
	Iteration 23Q: 3 clusters Score -2590187 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2590216.000000 Penalty: 3287.652344
	Iteration 24Q: 3 clusters Score -2590216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2590241.750000 Penalty: 3287.652344
	Iteration 25Q: 3 clusters Score -2590242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2590265.000000 Penalty: 3287.652344
	Iteration 26Q: 3 clusters Score -2590265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2590285.000000 Penalty: 3287.652344
	Iteration 27Q: 3 clusters Score -2590285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2590295.500000 Penalty: 3287.652344
	Iteration 28Q: 3 clusters Score -2590296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2590306.250000 Penalty: 3287.652344
	Iteration 29Q: 3 clusters Score -2590306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2590316.500000 Penalty: 3287.652344
	Iteration 30Q: 3 clusters Score -2590316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2590321.250000 Penalty: 3287.652344
	Iteration 31Q: 3 clusters Score -2590321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2590329.250000 Penalty: 3287.652344
	Iteration 32Q: 3 clusters Score -2590329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2590339.750000 Penalty: 3287.652344
	Iteration 33Q: 3 clusters Score -2590340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2590339.750000 Penalty: 3287.652344
	Iteration 34Q: 3 clusters Score -2590340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2590346.250000 Penalty: 3287.652344
	Iteration 35Q: 3 clusters Score -2590346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2590343.500000 Penalty: 3287.652344
	Iteration 36Q: 3 clusters Score -2590344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2590348.250000 Penalty: 3287.652344
	Iteration 37Q: 3 clusters Score -2590348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2590349.250000 Penalty: 3287.652344
	Iteration 38Q: 3 clusters Score -2590349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2590353.250000 Penalty: 3287.652344
	Iteration 39Q: 3 clusters Score -2590353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2590352.250000 Penalty: 3287.652344
	Iteration 40F: 3 clusters Score -2590352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2590358.000000 Penalty: 3287.652344
	Iteration 41Q: 3 clusters Score -2590358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2590359.250000 Penalty: 3287.652344
	Iteration 42Q: 3 clusters Score -2590359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2590362.000000 Penalty: 3287.652344
	Iteration 43Q: 3 clusters Score -2590362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2590362.750000 Penalty: 3287.652344
	Iteration 44Q: 3 clusters Score -2590363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2590365.250000 Penalty: 3287.652344
	Iteration 45Q: 3 clusters Score -2590365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2590367.250000 Penalty: 3287.652344
	Iteration 46Q: 3 clusters Score -2590367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2590370.500000 Penalty: 3287.652344
	Iteration 47Q: 3 clusters Score -2590370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2590371.250000 Penalty: 3287.652344
	Iteration 48Q: 3 clusters Score -2590371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2590373.500000 Penalty: 3287.652344
	Iteration 49Q: 3 clusters Score -2590374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2590377.250000 Penalty: 3287.652344
	Iteration 50Q: 3 clusters Score -2590377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2590377.750000 Penalty: 3287.652344
	Iteration 51Q: 3 clusters Score -2590378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2590379.750000 Penalty: 3287.652344
	Iteration 52Q: 3 clusters Score -2590380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2590388.000000 Penalty: 3287.652344
	Iteration 53Q: 3 clusters Score -2590388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2590385.500000 Penalty: 3287.652344
	Iteration 54Q: 3 clusters Score -2590386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2590385.500000 Penalty: 3287.652344
	Iteration 55F: 3 clusters Score -2590386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Entering Unmasked Estep 
Score: -1367555.000000 Penalty: 1546.646606
	Iteration 0F: 2 clusters Score -1367555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1358024.125000 Penalty: 3093.293213
	Iteration 0F: 3 clusters Score -1358024 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1361251.500000 Penalty: 3093.293213
	Iteration 1F: 3 clusters Score -1361252 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1361519.500000 Penalty: 3093.293213
	Iteration 2F: 3 clusters Score -1361520 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1361725.625000 Penalty: 3093.293213
	Iteration 3Q: 3 clusters Score -1361726 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1361901.500000 Penalty: 3093.293213
	Iteration 4Q: 3 clusters Score -1361902 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1362081.875000 Penalty: 3093.293213
	Iteration 5Q: 3 clusters Score -1362082 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1362266.750000 Penalty: 3093.293213
	Iteration 6Q: 3 clusters Score -1362267 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1362452.000000 Penalty: 3093.293213
	Iteration 7Q: 3 clusters Score -1362452 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1362673.375000 Penalty: 3093.293213
	Iteration 8Q: 3 clusters Score -1362673 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1362976.875000 Penalty: 3093.293213
	Iteration 9Q: 3 clusters Score -1362977 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1363320.125000 Penalty: 3093.293213
	Iteration 10Q: 3 clusters Score -1363320 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1363777.500000 Penalty: 3093.293213
	Iteration 11Q: 3 clusters Score -1363778 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1364326.375000 Penalty: 3093.293213
	Iteration 12Q: 3 clusters Score -1364326 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1364886.000000 Penalty: 3093.293213
	Iteration 13Q: 3 clusters Score -1364886 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1365279.500000 Penalty: 3093.293213
	Iteration 14Q: 3 clusters Score -1365280 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1365530.750000 Penalty: 3093.293213
	Iteration 15Q: 3 clusters Score -1365531 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1365715.375000 Penalty: 3093.293213
	Iteration 16Q: 3 clusters Score -1365715 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1365868.125000 Penalty: 3093.293213
	Iteration 17Q: 3 clusters Score -1365868 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1365966.750000 Penalty: 3093.293213
	Iteration 18Q: 3 clusters Score -1365967 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1366018.000000 Penalty: 3093.293213
	Iteration 19Q: 3 clusters Score -1366018 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1366064.875000 Penalty: 3093.293213
	Iteration 20F: 3 clusters Score -1366065 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1366093.125000 Penalty: 3093.293213
	Iteration 21Q: 3 clusters Score -1366093 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1366106.875000 Penalty: 3093.293213
	Iteration 22Q: 3 clusters Score -1366107 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1366118.125000 Penalty: 3093.293213
	Iteration 23Q: 3 clusters Score -1366118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1366121.250000 Penalty: 3093.293213
	Iteration 24Q: 3 clusters Score -1366121 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1366129.250000 Penalty: 3093.293213
	Iteration 25Q: 3 clusters Score -1366129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1366136.625000 Penalty: 3093.293213
	Iteration 26Q: 3 clusters Score -1366137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1366141.750000 Penalty: 3093.293213
	Iteration 27Q: 3 clusters Score -1366142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1366150.375000 Penalty: 3093.293213
	Iteration 28Q: 3 clusters Score -1366150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1366155.000000 Penalty: 3093.293213
	Iteration 29Q: 3 clusters Score -1366155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1366158.500000 Penalty: 3093.293213
	Iteration 30Q: 3 clusters Score -1366158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1366160.500000 Penalty: 3093.293213
	Iteration 31Q: 3 clusters Score -1366160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1366160.750000 Penalty: 3093.293213
	Iteration 32Q: 3 clusters Score -1366161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1366160.500000 Penalty: 3093.293213
	Iteration 33Q: 3 clusters Score -1366160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1366163.500000 Penalty: 3093.293213
	Iteration 34Q: 3 clusters Score -1366164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1366164.625000 Penalty: 3093.293213
	Iteration 35Q: 3 clusters Score -1366165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1366165.125000 Penalty: 3093.293213
	Iteration 36Q: 3 clusters Score -1366165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1366164.125000 Penalty: 3093.293213
	Iteration 37Q: 3 clusters Score -1366164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1366165.750000 Penalty: 3093.293213
	Iteration 38Q: 3 clusters Score -1366166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1366169.250000 Penalty: 3093.293213
	Iteration 39Q: 3 clusters Score -1366169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1366168.250000 Penalty: 3093.293213
	Iteration 40F: 3 clusters Score -1366168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1366168.125000 Penalty: 3093.293213
	Iteration 41Q: 3 clusters Score -1366168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1366172.875000 Penalty: 3093.293213
	Iteration 42Q: 3 clusters Score -1366173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1366171.875000 Penalty: 3093.293213
	Iteration 43Q: 3 clusters Score -1366172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1366176.125000 Penalty: 3093.293213
	Iteration 44Q: 3 clusters Score -1366176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1366176.750000 Penalty: 3093.293213
	Iteration 45Q: 3 clusters Score -1366177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1366179.375000 Penalty: 3093.293213
	Iteration 46Q: 3 clusters Score -1366179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1366181.125000 Penalty: 3093.293213
	Iteration 47Q: 3 clusters Score -1366181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1366177.250000 Penalty: 3093.293213
	Iteration 48Q: 3 clusters Score -1366177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1366175.500000 Penalty: 3093.293213
	Iteration 49Q: 3 clusters Score -1366176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1366175.500000 Penalty: 3093.293213
	Iteration 50Q: 3 clusters Score -1366176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1366178.375000 Penalty: 3093.293213
	Iteration 51Q: 3 clusters Score -1366178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1366179.500000 Penalty: 3093.293213
	Iteration 52Q: 3 clusters Score -1366180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1366180.125000 Penalty: 3093.293213
	Iteration 53Q: 3 clusters Score -1366180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1366180.125000 Penalty: 3093.293213
	Iteration 54F: 3 clusters Score -1366180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Entering Unmasked Estep 
Score: -206221.140625 Penalty: 1260.590332
	Iteration 0F: 2 clusters Score -206221.1 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 1174 members 
Entering Unmasked Estep 
Score: -203936.296875 Penalty: 2521.180664
	Iteration 0F: 3 clusters Score -203936.3 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -204587.671875 Penalty: 2521.180664
	Iteration 1F: 3 clusters Score -204587.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -204796.187500 Penalty: 2521.180664
	Iteration 2F: 3 clusters Score -204796.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -204928.859375 Penalty: 2521.180664
	Iteration 3F: 3 clusters Score -204928.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -205031.390625 Penalty: 2521.180664
	Iteration 4F: 3 clusters Score -205031.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -205103.625000 Penalty: 2521.180664
	Iteration 5Q: 3 clusters Score -205103.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -205147.968750 Penalty: 2521.180664
	Iteration 6Q: 3 clusters Score -205148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -205189.812500 Penalty: 2521.180664
	Iteration 7Q: 3 clusters Score -205189.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -205230.359375 Penalty: 2521.180664
	Iteration 8Q: 3 clusters Score -205230.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -205256.187500 Penalty: 2521.180664
	Iteration 9Q: 3 clusters Score -205256.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -205271.109375 Penalty: 2521.180664
	Iteration 10Q: 3 clusters Score -205271.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -205283.140625 Penalty: 2521.180664
	Iteration 11Q: 3 clusters Score -205283.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -205294.421875 Penalty: 2521.180664
	Iteration 12Q: 3 clusters Score -205294.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -205304.875000 Penalty: 2521.180664
	Iteration 13Q: 3 clusters Score -205304.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -205312.921875 Penalty: 2521.180664
	Iteration 14Q: 3 clusters Score -205312.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -205318.687500 Penalty: 2521.180664
	Iteration 15Q: 3 clusters Score -205318.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -205321.984375 Penalty: 2521.180664
	Iteration 16Q: 3 clusters Score -205322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -205327.218750 Penalty: 2521.180664
	Iteration 17Q: 3 clusters Score -205327.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -205328.937500 Penalty: 2521.180664
	Iteration 18Q: 3 clusters Score -205328.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -205330.015625 Penalty: 2521.180664
	Iteration 19Q: 3 clusters Score -205330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -205330.281250 Penalty: 2521.180664
	Iteration 20F: 3 clusters Score -205330.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -205330.562500 Penalty: 2521.180664
	Iteration 21Q: 3 clusters Score -205330.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -205330.562500 Penalty: 2521.180664
	Iteration 22F: 3 clusters Score -205330.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (136510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136510 members 
Entering Unmasked Estep 
Score: -14064415.000000 Penalty: 1921.424805
	Iteration 0F: 2 clusters Score -1.406442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68380 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -13975549.000000 Penalty: 3842.849609
	Iteration 0F: 3 clusters Score -1.397555e+07 nChanged 65877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71219 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -14014042.000000 Penalty: 3842.849609
	Iteration 1F: 3 clusters Score -1.401404e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 63681 members 
Entering Unmasked Estep 
Score: -14014845.000000 Penalty: 3842.849609
	Iteration 2Q: 3 clusters Score -1.401484e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75337 members 
Mstep: Class 2 contains 61173 members 
Entering Unmasked Estep 
Score: -14015993.000000 Penalty: 3842.849609
	Iteration 3Q: 3 clusters Score -1.401599e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79320 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -14017615.000000 Penalty: 3842.849609
	Iteration 4Q: 3 clusters Score -1.401762e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85220 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -14020553.000000 Penalty: 3842.849609
	Iteration 5Q: 3 clusters Score -1.402055e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93730 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -14025797.000000 Penalty: 3842.849609
	Iteration 6F: 3 clusters Score -1.40258e+07 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104618 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -14034112.000000 Penalty: 3842.849609
	Iteration 7F: 3 clusters Score -1.403411e+07 nChanged 11794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116386 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -14044499.000000 Penalty: 3842.849609
	Iteration 8F: 3 clusters Score -1.40445e+07 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126281 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -14053826.000000 Penalty: 3842.849609
	Iteration 9F: 3 clusters Score -1.405383e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132308 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -14059270.000000 Penalty: 3842.849609
	Iteration 10Q: 3 clusters Score -1.405927e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134916 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -14061559.000000 Penalty: 3842.849609
	Iteration 11Q: 3 clusters Score -1.406156e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135799 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -14062234.000000 Penalty: 3842.849609
	Iteration 12Q: 3 clusters Score -1.406223e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136088 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -14062481.000000 Penalty: 3842.849609
	Iteration 13Q: 3 clusters Score -1.406248e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136201 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -14062587.000000 Penalty: 3842.849609
	Iteration 14Q: 3 clusters Score -1.406259e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136250 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -14062639.000000 Penalty: 3842.849609
	Iteration 15Q: 3 clusters Score -1.406264e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136269 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -14062650.000000 Penalty: 3842.849609
	Iteration 16Q: 3 clusters Score -1.406265e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136284 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -14062682.000000 Penalty: 3842.849609
	Iteration 17Q: 3 clusters Score -1.406268e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136292 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14062700.000000 Penalty: 3842.849609
	Iteration 18Q: 3 clusters Score -1.40627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136291 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -14062700.000000 Penalty: 3842.849609
	Iteration 19Q: 3 clusters Score -1.40627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136293 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -14062712.000000 Penalty: 3842.849609
	Iteration 20F: 3 clusters Score -1.406271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136296 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -14062718.000000 Penalty: 3842.849609
	Iteration 21Q: 3 clusters Score -1.406272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136296 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -14062727.000000 Penalty: 3842.849609
	Iteration 22Q: 3 clusters Score -1.406273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136295 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14062723.000000 Penalty: 3842.849609
	Iteration 23Q: 3 clusters Score -1.406272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136295 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14062723.000000 Penalty: 3842.849609
	Iteration 24F: 3 clusters Score -1.406272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (148394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148394 members 
Entering Unmasked Estep 
Score: -15081995.000000 Penalty: 1934.989258
	Iteration 0F: 2 clusters Score -1.5082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74252 members 
Mstep: Class 2 contains 74142 members 
Entering Unmasked Estep 
Score: -14982816.000000 Penalty: 3869.978516
	Iteration 0F: 3 clusters Score -1.498282e+07 nChanged 71806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72954 members 
Mstep: Class 2 contains 75440 members 
Entering Unmasked Estep 
Score: -15024855.000000 Penalty: 3869.978516
	Iteration 1F: 3 clusters Score -1.502486e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71921 members 
Mstep: Class 2 contains 76473 members 
Entering Unmasked Estep 
Score: -15025678.000000 Penalty: 3869.978516
	Iteration 2Q: 3 clusters Score -1.502568e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70311 members 
Mstep: Class 2 contains 78083 members 
Entering Unmasked Estep 
Score: -15026814.000000 Penalty: 3869.978516
	Iteration 3Q: 3 clusters Score -1.502681e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 80478 members 
Entering Unmasked Estep 
Score: -15028103.000000 Penalty: 3869.978516
	Iteration 4Q: 3 clusters Score -1.50281e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64433 members 
Mstep: Class 2 contains 83961 members 
Entering Unmasked Estep 
Score: -15029915.000000 Penalty: 3869.978516
	Iteration 5Q: 3 clusters Score -1.502992e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 88768 members 
Entering Unmasked Estep 
Score: -15032275.000000 Penalty: 3869.978516
	Iteration 6Q: 3 clusters Score -1.503228e+07 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 95255 members 
Entering Unmasked Estep 
Score: -15035869.000000 Penalty: 3869.978516
	Iteration 7F: 3 clusters Score -1.503587e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 103747 members 
Entering Unmasked Estep 
Score: -15041043.000000 Penalty: 3869.978516
	Iteration 8F: 3 clusters Score -1.504104e+07 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 114264 members 
Entering Unmasked Estep 
Score: -15048868.000000 Penalty: 3869.978516
	Iteration 9F: 3 clusters Score -1.504887e+07 nChanged 11782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 126000 members 
Entering Unmasked Estep 
Score: -15059260.000000 Penalty: 3869.978516
	Iteration 10F: 3 clusters Score -1.505926e+07 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 136663 members 
Entering Unmasked Estep 
Score: -15069588.000000 Penalty: 3869.978516
	Iteration 11F: 3 clusters Score -1.506959e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 143736 members 
Entering Unmasked Estep 
Score: -15076465.000000 Penalty: 3869.978516
	Iteration 12Q: 3 clusters Score -1.507646e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 146803 members 
Entering Unmasked Estep 
Score: -15079083.000000 Penalty: 3869.978516
	Iteration 13Q: 3 clusters Score -1.507908e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 147820 members 
Entering Unmasked Estep 
Score: -15079788.000000 Penalty: 3869.978516
	Iteration 14Q: 3 clusters Score -1.507979e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 148130 members 
Entering Unmasked Estep 
Score: -15080074.000000 Penalty: 3869.978516
	Iteration 15Q: 3 clusters Score -1.508007e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 148203 members 
Entering Unmasked Estep 
Score: -15080194.000000 Penalty: 3869.978516
	Iteration 16Q: 3 clusters Score -1.508019e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 148223 members 
Entering Unmasked Estep 
Score: -15080254.000000 Penalty: 3869.978516
	Iteration 17Q: 3 clusters Score -1.508025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 148231 members 
Entering Unmasked Estep 
Score: -15080272.000000 Penalty: 3869.978516
	Iteration 18Q: 3 clusters Score -1.508027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 148234 members 
Entering Unmasked Estep 
Score: -15080278.000000 Penalty: 3869.978516
	Iteration 19Q: 3 clusters Score -1.508028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 148235 members 
Entering Unmasked Estep 
Score: -15080294.000000 Penalty: 3869.978516
	Iteration 20F: 3 clusters Score -1.508029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 148235 members 
Entering Unmasked Estep 
Score: -15080300.000000 Penalty: 3869.978516
	Iteration 21Q: 3 clusters Score -1.50803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 148235 members 
Entering Unmasked Estep 
Score: -15080311.000000 Penalty: 3869.978516
	Iteration 22Q: 3 clusters Score -1.508031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 148234 members 
Entering Unmasked Estep 
Score: -15080312.000000 Penalty: 3869.978516
	Iteration 23Q: 3 clusters Score -1.508031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 148234 members 
Entering Unmasked Estep 
Score: -15080310.000000 Penalty: 3869.978516
	Iteration 24Q: 3 clusters Score -1.508031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 148234 members 
Entering Unmasked Estep 
Score: -15080310.000000 Penalty: 3869.978516
	Iteration 25F: 3 clusters Score -1.508031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (161769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161769 members 
Entering Unmasked Estep 
Score: -16307682.000000 Penalty: 1949.012817
	Iteration 0F: 2 clusters Score -1.630768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81117 members 
Mstep: Class 2 contains 80652 members 
Entering Unmasked Estep 
Score: -16201191.000000 Penalty: 3898.025635
	Iteration 0F: 3 clusters Score -1.620119e+07 nChanged 78217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87402 members 
Mstep: Class 2 contains 74367 members 
Entering Unmasked Estep 
Score: -16247887.000000 Penalty: 3898.025635
	Iteration 1F: 3 clusters Score -1.624789e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91505 members 
Mstep: Class 2 contains 70264 members 
Entering Unmasked Estep 
Score: -16249567.000000 Penalty: 3898.025635
	Iteration 2Q: 3 clusters Score -1.624957e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97817 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -16252137.000000 Penalty: 3898.025635
	Iteration 3Q: 3 clusters Score -1.625214e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107029 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -16257478.000000 Penalty: 3898.025635
	Iteration 4F: 3 clusters Score -1.625748e+07 nChanged 12902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119553 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -16266852.000000 Penalty: 3898.025635
	Iteration 5F: 3 clusters Score -1.626685e+07 nChanged 14656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134035 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -16280052.000000 Penalty: 3898.025635
	Iteration 6F: 3 clusters Score -1.628005e+07 nChanged 12849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146840 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -16293470.000000 Penalty: 3898.025635
	Iteration 7F: 3 clusters Score -1.629347e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155314 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -16301977.000000 Penalty: 3898.025635
	Iteration 8F: 3 clusters Score -1.630198e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159580 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -16304959.000000 Penalty: 3898.025635
	Iteration 9Q: 3 clusters Score -1.630496e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161010 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -16305630.000000 Penalty: 3898.025635
	Iteration 10Q: 3 clusters Score -1.630563e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161402 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -16305800.000000 Penalty: 3898.025635
	Iteration 11Q: 3 clusters Score -1.63058e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161514 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16305860.000000 Penalty: 3898.025635
	Iteration 12Q: 3 clusters Score -1.630586e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161557 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16305903.000000 Penalty: 3898.025635
	Iteration 13Q: 3 clusters Score -1.63059e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161568 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16305930.000000 Penalty: 3898.025635
	Iteration 14Q: 3 clusters Score -1.630593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161577 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16305937.000000 Penalty: 3898.025635
	Iteration 15Q: 3 clusters Score -1.630594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161578 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16305943.000000 Penalty: 3898.025635
	Iteration 16Q: 3 clusters Score -1.630594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161580 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16305959.000000 Penalty: 3898.025635
	Iteration 17Q: 3 clusters Score -1.630596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161582 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16305964.000000 Penalty: 3898.025635
	Iteration 18Q: 3 clusters Score -1.630596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161584 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16305959.000000 Penalty: 3898.025635
	Iteration 19Q: 3 clusters Score -1.630596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161587 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16305961.000000 Penalty: 3898.025635
	Iteration 20F: 3 clusters Score -1.630596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161590 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16305967.000000 Penalty: 3898.025635
	Iteration 21Q: 3 clusters Score -1.630597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161591 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16305967.000000 Penalty: 3898.025635
	Iteration 22Q: 3 clusters Score -1.630597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161592 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16305969.000000 Penalty: 3898.025635
	Iteration 23Q: 3 clusters Score -1.630597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161591 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16305966.000000 Penalty: 3898.025635
	Iteration 24Q: 3 clusters Score -1.630597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161591 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16305966.000000 Penalty: 3898.025635
	Iteration 25F: 3 clusters Score -1.630597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -93963.171875 Penalty: 1114.516846
	Iteration 0F: 2 clusters Score -93963.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -92562.554688 Penalty: 2229.033691
	Iteration 0F: 3 clusters Score -92562.55 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -92774.851562 Penalty: 2229.033691
	Iteration 1F: 3 clusters Score -92774.85 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -92830.234375 Penalty: 2229.033691
	Iteration 2F: 3 clusters Score -92830.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -92857.507812 Penalty: 2229.033691
	Iteration 3Q: 3 clusters Score -92857.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -92874.843750 Penalty: 2229.033691
	Iteration 4Q: 3 clusters Score -92874.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -92887.421875 Penalty: 2229.033691
	Iteration 5Q: 3 clusters Score -92887.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -92900.835938 Penalty: 2229.033691
	Iteration 6Q: 3 clusters Score -92900.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -92913.492188 Penalty: 2229.033691
	Iteration 7Q: 3 clusters Score -92913.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -92923.781250 Penalty: 2229.033691
	Iteration 8Q: 3 clusters Score -92923.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -92931.101562 Penalty: 2229.033691
	Iteration 9Q: 3 clusters Score -92931.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -92938.750000 Penalty: 2229.033691
	Iteration 10Q: 3 clusters Score -92938.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -92944.843750 Penalty: 2229.033691
	Iteration 11Q: 3 clusters Score -92944.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -92951.000000 Penalty: 2229.033691
	Iteration 12Q: 3 clusters Score -92951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -92960.101562 Penalty: 2229.033691
	Iteration 13Q: 3 clusters Score -92960.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -92967.953125 Penalty: 2229.033691
	Iteration 14Q: 3 clusters Score -92967.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -92972.187500 Penalty: 2229.033691
	Iteration 15Q: 3 clusters Score -92972.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -92975.023438 Penalty: 2229.033691
	Iteration 16Q: 3 clusters Score -92975.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -92975.968750 Penalty: 2229.033691
	Iteration 17Q: 3 clusters Score -92975.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -92977.664062 Penalty: 2229.033691
	Iteration 18Q: 3 clusters Score -92977.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -92977.828125 Penalty: 2229.033691
	Iteration 19Q: 3 clusters Score -92977.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -92978.046875 Penalty: 2229.033691
	Iteration 20F: 3 clusters Score -92978.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -92978.937500 Penalty: 2229.033691
	Iteration 21Q: 3 clusters Score -92978.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -92979.398438 Penalty: 2229.033691
	Iteration 22Q: 3 clusters Score -92979.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -92979.398438 Penalty: 2229.033691
	Iteration 23F: 3 clusters Score -92979.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 23018 members 
Mstep: Class 3 contains 145798 members 
Mstep: Class 4 contains 44690 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16329 members 
Mstep: Class 9 contains 59312 members 
Mstep: Class 10 contains 85268 members 
Mstep: Class 11 contains 68684 members 
Mstep: Class 12 contains 165755 members 
Mstep: Class 13 contains 162669 members 
Mstep: Class 14 contains 20629 members 
Mstep: Class 15 contains 24732 members 
Mstep: Class 16 contains 13600 members 
Mstep: Class 17 contains 2339 members 
Mstep: Class 18 contains 136510 members 
Mstep: Class 20 contains 148394 members 
Mstep: Class 21 contains 161769 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975032.000000 Penalty: 43433.996094
Iteration 159Q: 20 clusters Score -1.27975e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 22984 members 
Mstep: Class 3 contains 145791 members 
Mstep: Class 4 contains 44705 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16324 members 
Mstep: Class 9 contains 59319 members 
Mstep: Class 10 contains 85329 members 
Mstep: Class 11 contains 68681 members 
Mstep: Class 12 contains 165745 members 
Mstep: Class 13 contains 162698 members 
Mstep: Class 14 contains 20509 members 
Mstep: Class 15 contains 24732 members 
Mstep: Class 16 contains 13593 members 
Mstep: Class 17 contains 2342 members 
Mstep: Class 18 contains 136582 members 
Mstep: Class 20 contains 148400 members 
Mstep: Class 21 contains 161763 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975104.000000 Penalty: 43433.996094
Iteration 160F: 20 clusters Score -1.279751e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 22945 members 
Mstep: Class 3 contains 145789 members 
Mstep: Class 4 contains 44707 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16321 members 
Mstep: Class 9 contains 59329 members 
Mstep: Class 10 contains 85376 members 
Mstep: Class 11 contains 68686 members 
Mstep: Class 12 contains 165736 members 
Mstep: Class 13 contains 162737 members 
Mstep: Class 14 contains 20392 members 
Mstep: Class 15 contains 24728 members 
Mstep: Class 16 contains 13593 members 
Mstep: Class 17 contains 2342 members 
Mstep: Class 18 contains 136632 members 
Mstep: Class 20 contains 148420 members 
Mstep: Class 21 contains 161765 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975184.000000 Penalty: 43433.996094
Iteration 161Q: 20 clusters Score -1.279752e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 22920 members 
Mstep: Class 3 contains 145794 members 
Mstep: Class 4 contains 44719 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16325 members 
Mstep: Class 9 contains 59348 members 
Mstep: Class 10 contains 85413 members 
Mstep: Class 11 contains 68680 members 
Mstep: Class 12 contains 165716 members 
Mstep: Class 13 contains 162758 members 
Mstep: Class 14 contains 20279 members 
Mstep: Class 15 contains 24721 members 
Mstep: Class 16 contains 13595 members 
Mstep: Class 17 contains 2341 members 
Mstep: Class 18 contains 136674 members 
Mstep: Class 20 contains 148441 members 
Mstep: Class 21 contains 161782 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975400.000000 Penalty: 43433.996094
Iteration 162Q: 20 clusters Score -1.279754e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 22899 members 
Mstep: Class 3 contains 145801 members 
Mstep: Class 4 contains 44735 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16327 members 
Mstep: Class 9 contains 59363 members 
Mstep: Class 10 contains 85438 members 
Mstep: Class 11 contains 68673 members 
Mstep: Class 12 contains 165714 members 
Mstep: Class 13 contains 162776 members 
Mstep: Class 14 contains 20172 members 
Mstep: Class 15 contains 24707 members 
Mstep: Class 16 contains 13611 members 
Mstep: Class 17 contains 2343 members 
Mstep: Class 18 contains 136723 members 
Mstep: Class 20 contains 148453 members 
Mstep: Class 21 contains 161781 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975432.000000 Penalty: 43433.996094
Iteration 163Q: 20 clusters Score -1.279754e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 22883 members 
Mstep: Class 3 contains 145804 members 
Mstep: Class 4 contains 44748 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16331 members 
Mstep: Class 9 contains 59378 members 
Mstep: Class 10 contains 85444 members 
Mstep: Class 11 contains 68664 members 
Mstep: Class 12 contains 165725 members 
Mstep: Class 13 contains 162810 members 
Mstep: Class 14 contains 20053 members 
Mstep: Class 15 contains 24692 members 
Mstep: Class 16 contains 13618 members 
Mstep: Class 17 contains 2345 members 
Mstep: Class 18 contains 136790 members 
Mstep: Class 20 contains 148461 members 
Mstep: Class 21 contains 161778 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975240.000000 Penalty: 43433.996094
Iteration 164Q: 20 clusters Score -1.279752e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 22860 members 
Mstep: Class 3 contains 145788 members 
Mstep: Class 4 contains 44763 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16337 members 
Mstep: Class 9 contains 59395 members 
Mstep: Class 10 contains 85460 members 
Mstep: Class 11 contains 68654 members 
Mstep: Class 12 contains 165721 members 
Mstep: Class 13 contains 162825 members 
Mstep: Class 14 contains 19944 members 
Mstep: Class 15 contains 24678 members 
Mstep: Class 16 contains 13630 members 
Mstep: Class 17 contains 2347 members 
Mstep: Class 18 contains 136861 members 
Mstep: Class 20 contains 148464 members 
Mstep: Class 21 contains 161800 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975152.000000 Penalty: 43433.996094
Iteration 165Q: 20 clusters Score -1.279752e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 22838 members 
Mstep: Class 3 contains 145785 members 
Mstep: Class 4 contains 44773 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16335 members 
Mstep: Class 9 contains 59419 members 
Mstep: Class 10 contains 85473 members 
Mstep: Class 11 contains 68643 members 
Mstep: Class 12 contains 165722 members 
Mstep: Class 13 contains 162837 members 
Mstep: Class 14 contains 19822 members 
Mstep: Class 15 contains 24659 members 
Mstep: Class 16 contains 13637 members 
Mstep: Class 17 contains 2348 members 
Mstep: Class 18 contains 136924 members 
Mstep: Class 20 contains 148489 members 
Mstep: Class 21 contains 161828 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975272.000000 Penalty: 43433.996094
Iteration 166Q: 20 clusters Score -1.279753e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 22815 members 
Mstep: Class 3 contains 145784 members 
Mstep: Class 4 contains 44785 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16335 members 
Mstep: Class 9 contains 59434 members 
Mstep: Class 10 contains 85495 members 
Mstep: Class 11 contains 68637 members 
Mstep: Class 12 contains 165720 members 
Mstep: Class 13 contains 162851 members 
Mstep: Class 14 contains 19736 members 
Mstep: Class 15 contains 24641 members 
Mstep: Class 16 contains 13642 members 
Mstep: Class 17 contains 2350 members 
Mstep: Class 18 contains 136972 members 
Mstep: Class 20 contains 148492 members 
Mstep: Class 21 contains 161846 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975176.000000 Penalty: 43433.996094
Iteration 167Q: 20 clusters Score -1.279752e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 22790 members 
Mstep: Class 3 contains 145785 members 
Mstep: Class 4 contains 44796 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16334 members 
Mstep: Class 9 contains 59445 members 
Mstep: Class 10 contains 85510 members 
Mstep: Class 11 contains 68631 members 
Mstep: Class 12 contains 165726 members 
Mstep: Class 13 contains 162878 members 
Mstep: Class 14 contains 19647 members 
Mstep: Class 15 contains 24629 members 
Mstep: Class 16 contains 13641 members 
Mstep: Class 17 contains 2352 members 
Mstep: Class 18 contains 137027 members 
Mstep: Class 20 contains 148492 members 
Mstep: Class 21 contains 161858 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975472.000000 Penalty: 43433.996094
Iteration 168Q: 20 clusters Score -1.279755e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 22756 members 
Mstep: Class 3 contains 145783 members 
Mstep: Class 4 contains 44810 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16337 members 
Mstep: Class 9 contains 59458 members 
Mstep: Class 10 contains 85515 members 
Mstep: Class 11 contains 68623 members 
Mstep: Class 12 contains 165726 members 
Mstep: Class 13 contains 162896 members 
Mstep: Class 14 contains 19560 members 
Mstep: Class 15 contains 24622 members 
Mstep: Class 16 contains 13639 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 137076 members 
Mstep: Class 20 contains 148494 members 
Mstep: Class 21 contains 161895 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975392.000000 Penalty: 43433.996094
Iteration 169Q: 20 clusters Score -1.279754e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 22722 members 
Mstep: Class 3 contains 145780 members 
Mstep: Class 4 contains 44818 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16337 members 
Mstep: Class 9 contains 59470 members 
Mstep: Class 10 contains 85537 members 
Mstep: Class 11 contains 68621 members 
Mstep: Class 12 contains 165716 members 
Mstep: Class 13 contains 162908 members 
Mstep: Class 14 contains 19483 members 
Mstep: Class 15 contains 24611 members 
Mstep: Class 16 contains 13650 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 137144 members 
Mstep: Class 20 contains 148508 members 
Mstep: Class 21 contains 161888 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975376.000000 Penalty: 43433.996094
Iteration 170Q: 20 clusters Score -1.279754e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 22693 members 
Mstep: Class 3 contains 145774 members 
Mstep: Class 4 contains 44834 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16345 members 
Mstep: Class 9 contains 59481 members 
Mstep: Class 10 contains 85562 members 
Mstep: Class 11 contains 68624 members 
Mstep: Class 12 contains 165698 members 
Mstep: Class 13 contains 162925 members 
Mstep: Class 14 contains 19415 members 
Mstep: Class 15 contains 24616 members 
Mstep: Class 16 contains 13663 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 137193 members 
Mstep: Class 20 contains 148516 members 
Mstep: Class 21 contains 161856 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975320.000000 Penalty: 43433.996094
Iteration 171Q: 20 clusters Score -1.279753e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 22669 members 
Mstep: Class 3 contains 145759 members 
Mstep: Class 4 contains 44850 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16354 members 
Mstep: Class 9 contains 59491 members 
Mstep: Class 10 contains 85577 members 
Mstep: Class 11 contains 68619 members 
Mstep: Class 12 contains 165707 members 
Mstep: Class 13 contains 162936 members 
Mstep: Class 14 contains 19357 members 
Mstep: Class 15 contains 24617 members 
Mstep: Class 16 contains 13671 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 137246 members 
Mstep: Class 20 contains 148526 members 
Mstep: Class 21 contains 161820 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975432.000000 Penalty: 43433.996094
Iteration 172Q: 20 clusters Score -1.279754e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 22648 members 
Mstep: Class 3 contains 145739 members 
Mstep: Class 4 contains 44860 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 7 contains 16371 members 
Mstep: Class 9 contains 59499 members 
Mstep: Class 10 contains 85587 members 
Mstep: Class 11 contains 68615 members 
Mstep: Class 12 contains 165722 members 
Mstep: Class 13 contains 162947 members 
Mstep: Class 14 contains 19295 members 
Mstep: Class 15 contains 24623 members 
Mstep: Class 16 contains 13672 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 137287 members 
Mstep: Class 20 contains 148538 members 
Mstep: Class 21 contains 161799 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975408.000000 Penalty: 43433.996094
Iteration 173Q: 20 clusters Score -1.279754e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 22630 members 
Mstep: Class 3 contains 145721 members 
Mstep: Class 4 contains 44856 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 7 contains 16381 members 
Mstep: Class 9 contains 59505 members 
Mstep: Class 10 contains 85601 members 
Mstep: Class 11 contains 68614 members 
Mstep: Class 12 contains 165743 members 
Mstep: Class 13 contains 162962 members 
Mstep: Class 14 contains 19217 members 
Mstep: Class 15 contains 24632 members 
Mstep: Class 16 contains 13677 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 137342 members 
Mstep: Class 20 contains 148547 members 
Mstep: Class 21 contains 161776 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975448.000000 Penalty: 43433.996094
Iteration 174Q: 20 clusters Score -1.279754e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 22607 members 
Mstep: Class 3 contains 145704 members 
Mstep: Class 4 contains 44862 members 
Mstep: Class 5 contains 2693 members 
Mstep: Class 7 contains 16388 members 
Mstep: Class 9 contains 59506 members 
Mstep: Class 10 contains 85615 members 
Mstep: Class 11 contains 68614 members 
Mstep: Class 12 contains 165752 members 
Mstep: Class 13 contains 162977 members 
Mstep: Class 14 contains 19144 members 
Mstep: Class 15 contains 24627 members 
Mstep: Class 16 contains 13685 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 137385 members 
Mstep: Class 20 contains 148561 members 
Mstep: Class 21 contains 161777 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975520.000000 Penalty: 43433.996094
Iteration 175Q: 20 clusters Score -1.279755e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 22596 members 
Mstep: Class 3 contains 145684 members 
Mstep: Class 4 contains 44862 members 
Mstep: Class 5 contains 2693 members 
Mstep: Class 7 contains 16399 members 
Mstep: Class 9 contains 59508 members 
Mstep: Class 10 contains 85624 members 
Mstep: Class 11 contains 68606 members 
Mstep: Class 12 contains 165755 members 
Mstep: Class 13 contains 162999 members 
Mstep: Class 14 contains 19070 members 
Mstep: Class 15 contains 24634 members 
Mstep: Class 16 contains 13690 members 
Mstep: Class 17 contains 2358 members 
Mstep: Class 18 contains 137428 members 
Mstep: Class 20 contains 148570 members 
Mstep: Class 21 contains 161780 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975432.000000 Penalty: 43433.996094
Iteration 176Q: 20 clusters Score -1.279754e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 22589 members 
Mstep: Class 3 contains 145665 members 
Mstep: Class 4 contains 44873 members 
Mstep: Class 5 contains 2693 members 
Mstep: Class 7 contains 16405 members 
Mstep: Class 9 contains 59503 members 
Mstep: Class 10 contains 85654 members 
Mstep: Class 11 contains 68599 members 
Mstep: Class 12 contains 165750 members 
Mstep: Class 13 contains 163020 members 
Mstep: Class 14 contains 19001 members 
Mstep: Class 15 contains 24631 members 
Mstep: Class 16 contains 13687 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 137471 members 
Mstep: Class 20 contains 148571 members 
Mstep: Class 21 contains 161788 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975336.000000 Penalty: 43433.996094
Iteration 177Q: 20 clusters Score -1.279753e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 22577 members 
Mstep: Class 3 contains 145645 members 
Mstep: Class 4 contains 44880 members 
Mstep: Class 5 contains 2693 members 
Mstep: Class 7 contains 16409 members 
Mstep: Class 9 contains 59512 members 
Mstep: Class 10 contains 85677 members 
Mstep: Class 11 contains 68591 members 
Mstep: Class 12 contains 165750 members 
Mstep: Class 13 contains 163035 members 
Mstep: Class 14 contains 18948 members 
Mstep: Class 15 contains 24638 members 
Mstep: Class 16 contains 13682 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 137507 members 
Mstep: Class 20 contains 148572 members 
Mstep: Class 21 contains 161786 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975176.000000 Penalty: 43433.996094
Iteration 178Q: 20 clusters Score -1.279752e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 22565 members 
Mstep: Class 3 contains 145627 members 
Mstep: Class 4 contains 44891 members 
Mstep: Class 5 contains 2693 members 
Mstep: Class 7 contains 16413 members 
Mstep: Class 9 contains 59518 members 
Mstep: Class 10 contains 85701 members 
Mstep: Class 11 contains 68590 members 
Mstep: Class 12 contains 165757 members 
Mstep: Class 13 contains 163042 members 
Mstep: Class 14 contains 18891 members 
Mstep: Class 15 contains 24635 members 
Mstep: Class 16 contains 13659 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 137542 members 
Mstep: Class 20 contains 148569 members 
Mstep: Class 21 contains 161811 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975088.000000 Penalty: 43433.996094
Iteration 179Q: 20 clusters Score -1.279751e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 22556 members 
Mstep: Class 3 contains 145610 members 
Mstep: Class 4 contains 44902 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 7 contains 16416 members 
Mstep: Class 9 contains 59522 members 
Mstep: Class 10 contains 85721 members 
Mstep: Class 11 contains 68590 members 
Mstep: Class 12 contains 165768 members 
Mstep: Class 13 contains 163051 members 
Mstep: Class 14 contains 18833 members 
Mstep: Class 15 contains 24630 members 
Mstep: Class 16 contains 13636 members 
Mstep: Class 17 contains 2363 members 
Mstep: Class 18 contains 137584 members 
Mstep: Class 20 contains 148575 members 
Mstep: Class 21 contains 161814 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975032.000000 Penalty: 43433.996094
Iteration 180F: 20 clusters Score -1.27975e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 22550 members 
Mstep: Class 3 contains 145599 members 
Mstep: Class 4 contains 44899 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 7 contains 16420 members 
Mstep: Class 9 contains 59524 members 
Mstep: Class 10 contains 85736 members 
Mstep: Class 11 contains 68589 members 
Mstep: Class 12 contains 165773 members 
Mstep: Class 13 contains 163068 members 
Mstep: Class 14 contains 18785 members 
Mstep: Class 15 contains 24622 members 
Mstep: Class 16 contains 13614 members 
Mstep: Class 17 contains 2363 members 
Mstep: Class 18 contains 137623 members 
Mstep: Class 20 contains 148593 members 
Mstep: Class 21 contains 161810 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975032.000000 Penalty: 43433.996094
Iteration 181Q: 20 clusters Score -1.27975e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 22541 members 
Mstep: Class 3 contains 145582 members 
Mstep: Class 4 contains 44901 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 7 contains 16425 members 
Mstep: Class 9 contains 59535 members 
Mstep: Class 10 contains 85758 members 
Mstep: Class 11 contains 68586 members 
Mstep: Class 12 contains 165779 members 
Mstep: Class 13 contains 163075 members 
Mstep: Class 14 contains 18732 members 
Mstep: Class 15 contains 24609 members 
Mstep: Class 16 contains 13603 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 137676 members 
Mstep: Class 20 contains 148612 members 
Mstep: Class 21 contains 161786 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974928.000000 Penalty: 43433.996094
Iteration 182Q: 20 clusters Score -1.279749e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 22531 members 
Mstep: Class 3 contains 145562 members 
Mstep: Class 4 contains 44899 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 7 contains 16430 members 
Mstep: Class 9 contains 59539 members 
Mstep: Class 10 contains 85778 members 
Mstep: Class 11 contains 68594 members 
Mstep: Class 12 contains 165789 members 
Mstep: Class 13 contains 163088 members 
Mstep: Class 14 contains 18682 members 
Mstep: Class 15 contains 24609 members 
Mstep: Class 16 contains 13592 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 137724 members 
Mstep: Class 20 contains 148612 members 
Mstep: Class 21 contains 161766 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974952.000000 Penalty: 43433.996094
Iteration 183Q: 20 clusters Score -1.27975e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 22516 members 
Mstep: Class 3 contains 145540 members 
Mstep: Class 4 contains 44904 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 7 contains 16438 members 
Mstep: Class 9 contains 59539 members 
Mstep: Class 10 contains 85785 members 
Mstep: Class 11 contains 68596 members 
Mstep: Class 12 contains 165804 members 
Mstep: Class 13 contains 163090 members 
Mstep: Class 14 contains 18629 members 
Mstep: Class 15 contains 24602 members 
Mstep: Class 16 contains 13582 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 137772 members 
Mstep: Class 20 contains 148628 members 
Mstep: Class 21 contains 161771 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974888.000000 Penalty: 43433.996094
Iteration 184Q: 20 clusters Score -1.279749e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 22502 members 
Mstep: Class 3 contains 145521 members 
Mstep: Class 4 contains 44915 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 7 contains 16446 members 
Mstep: Class 9 contains 59544 members 
Mstep: Class 10 contains 85795 members 
Mstep: Class 11 contains 68592 members 
Mstep: Class 12 contains 165810 members 
Mstep: Class 13 contains 163102 members 
Mstep: Class 14 contains 18591 members 
Mstep: Class 15 contains 24596 members 
Mstep: Class 16 contains 13583 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 137818 members 
Mstep: Class 20 contains 148640 members 
Mstep: Class 21 contains 161742 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974928.000000 Penalty: 43433.996094
Iteration 185Q: 20 clusters Score -1.279749e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 22491 members 
Mstep: Class 3 contains 145510 members 
Mstep: Class 4 contains 44919 members 
Mstep: Class 5 contains 2708 members 
Mstep: Class 7 contains 16453 members 
Mstep: Class 9 contains 59542 members 
Mstep: Class 10 contains 85805 members 
Mstep: Class 11 contains 68589 members 
Mstep: Class 12 contains 165809 members 
Mstep: Class 13 contains 163112 members 
Mstep: Class 14 contains 18550 members 
Mstep: Class 15 contains 24593 members 
Mstep: Class 16 contains 13578 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 137874 members 
Mstep: Class 20 contains 148654 members 
Mstep: Class 21 contains 161719 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974888.000000 Penalty: 43433.996094
Iteration 186Q: 20 clusters Score -1.279749e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 22473 members 
Mstep: Class 3 contains 145499 members 
Mstep: Class 4 contains 44918 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16464 members 
Mstep: Class 9 contains 59544 members 
Mstep: Class 10 contains 85791 members 
Mstep: Class 11 contains 68590 members 
Mstep: Class 12 contains 165822 members 
Mstep: Class 13 contains 163128 members 
Mstep: Class 14 contains 18510 members 
Mstep: Class 15 contains 24589 members 
Mstep: Class 16 contains 13574 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 18 contains 137934 members 
Mstep: Class 20 contains 148668 members 
Mstep: Class 21 contains 161693 members 
Mstep: Class 22 contains 950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974928.000000 Penalty: 43433.996094
Iteration 187Q: 20 clusters Score -1.279749e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 22458 members 
Mstep: Class 3 contains 145495 members 
Mstep: Class 4 contains 44924 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16473 members 
Mstep: Class 9 contains 59553 members 
Mstep: Class 10 contains 85755 members 
Mstep: Class 11 contains 68600 members 
Mstep: Class 12 contains 165840 members 
Mstep: Class 13 contains 163141 members 
Mstep: Class 14 contains 18470 members 
Mstep: Class 15 contains 24577 members 
Mstep: Class 16 contains 13570 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 137996 members 
Mstep: Class 20 contains 148674 members 
Mstep: Class 21 contains 161671 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974800.000000 Penalty: 43433.996094
Iteration 188Q: 20 clusters Score -1.279748e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 22439 members 
Mstep: Class 3 contains 145480 members 
Mstep: Class 4 contains 44931 members 
Mstep: Class 5 contains 2708 members 
Mstep: Class 7 contains 16484 members 
Mstep: Class 9 contains 59557 members 
Mstep: Class 10 contains 85749 members 
Mstep: Class 11 contains 68605 members 
Mstep: Class 12 contains 165840 members 
Mstep: Class 13 contains 163151 members 
Mstep: Class 14 contains 18434 members 
Mstep: Class 15 contains 24571 members 
Mstep: Class 16 contains 13572 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 138049 members 
Mstep: Class 20 contains 148687 members 
Mstep: Class 21 contains 161649 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974856.000000 Penalty: 43433.996094
Iteration 189Q: 20 clusters Score -1.279749e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 22426 members 
Mstep: Class 3 contains 145468 members 
Mstep: Class 4 contains 44935 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16488 members 
Mstep: Class 9 contains 59562 members 
Mstep: Class 10 contains 85727 members 
Mstep: Class 11 contains 68606 members 
Mstep: Class 12 contains 165849 members 
Mstep: Class 13 contains 163178 members 
Mstep: Class 14 contains 18399 members 
Mstep: Class 15 contains 24565 members 
Mstep: Class 16 contains 13565 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 138080 members 
Mstep: Class 20 contains 148685 members 
Mstep: Class 21 contains 161666 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975000.000000 Penalty: 43433.996094
Iteration 190Q: 20 clusters Score -1.27975e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 22420 members 
Mstep: Class 3 contains 145444 members 
Mstep: Class 4 contains 44933 members 
Mstep: Class 5 contains 2710 members 
Mstep: Class 7 contains 16492 members 
Mstep: Class 9 contains 59565 members 
Mstep: Class 10 contains 85701 members 
Mstep: Class 11 contains 68604 members 
Mstep: Class 12 contains 165864 members 
Mstep: Class 13 contains 163205 members 
Mstep: Class 14 contains 18350 members 
Mstep: Class 15 contains 24562 members 
Mstep: Class 16 contains 13557 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 138131 members 
Mstep: Class 20 contains 148689 members 
Mstep: Class 21 contains 161684 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975080.000000 Penalty: 43433.996094
Iteration 191Q: 20 clusters Score -1.279751e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 22409 members 
Mstep: Class 3 contains 145421 members 
Mstep: Class 4 contains 44928 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16497 members 
Mstep: Class 9 contains 59573 members 
Mstep: Class 10 contains 85704 members 
Mstep: Class 11 contains 68600 members 
Mstep: Class 12 contains 165873 members 
Mstep: Class 13 contains 163223 members 
Mstep: Class 14 contains 18306 members 
Mstep: Class 15 contains 24557 members 
Mstep: Class 16 contains 13548 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 138189 members 
Mstep: Class 20 contains 148695 members 
Mstep: Class 21 contains 161680 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975184.000000 Penalty: 43433.996094
Iteration 192Q: 20 clusters Score -1.279752e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 22408 members 
Mstep: Class 3 contains 145415 members 
Mstep: Class 4 contains 44930 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16497 members 
Mstep: Class 9 contains 59580 members 
Mstep: Class 10 contains 85697 members 
Mstep: Class 11 contains 68593 members 
Mstep: Class 12 contains 165881 members 
Mstep: Class 13 contains 163221 members 
Mstep: Class 14 contains 18270 members 
Mstep: Class 15 contains 24554 members 
Mstep: Class 16 contains 13528 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 18 contains 138235 members 
Mstep: Class 20 contains 148694 members 
Mstep: Class 21 contains 161702 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975272.000000 Penalty: 43433.996094
Iteration 193Q: 20 clusters Score -1.279753e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 22397 members 
Mstep: Class 3 contains 145405 members 
Mstep: Class 4 contains 44933 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16502 members 
Mstep: Class 9 contains 59578 members 
Mstep: Class 10 contains 85688 members 
Mstep: Class 11 contains 68590 members 
Mstep: Class 12 contains 165896 members 
Mstep: Class 13 contains 163224 members 
Mstep: Class 14 contains 18229 members 
Mstep: Class 15 contains 24547 members 
Mstep: Class 16 contains 13515 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 18 contains 138288 members 
Mstep: Class 20 contains 148697 members 
Mstep: Class 21 contains 161721 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975160.000000 Penalty: 43433.996094
Iteration 194Q: 20 clusters Score -1.279752e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 22392 members 
Mstep: Class 3 contains 145394 members 
Mstep: Class 4 contains 44939 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16504 members 
Mstep: Class 9 contains 59580 members 
Mstep: Class 10 contains 85691 members 
Mstep: Class 11 contains 68589 members 
Mstep: Class 12 contains 165882 members 
Mstep: Class 13 contains 163231 members 
Mstep: Class 14 contains 18200 members 
Mstep: Class 15 contains 24540 members 
Mstep: Class 16 contains 13499 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 138333 members 
Mstep: Class 20 contains 148712 members 
Mstep: Class 21 contains 161730 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975120.000000 Penalty: 43433.996094
Iteration 195Q: 20 clusters Score -1.279751e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 22393 members 
Mstep: Class 3 contains 145383 members 
Mstep: Class 4 contains 44943 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16508 members 
Mstep: Class 9 contains 59584 members 
Mstep: Class 10 contains 85684 members 
Mstep: Class 11 contains 68590 members 
Mstep: Class 12 contains 165871 members 
Mstep: Class 13 contains 163243 members 
Mstep: Class 14 contains 18165 members 
Mstep: Class 15 contains 24531 members 
Mstep: Class 16 contains 13477 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 18 contains 138390 members 
Mstep: Class 20 contains 148730 members 
Mstep: Class 21 contains 161725 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975256.000000 Penalty: 43433.996094
Iteration 196Q: 20 clusters Score -1.279753e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 22387 members 
Mstep: Class 3 contains 145376 members 
Mstep: Class 4 contains 44960 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16510 members 
Mstep: Class 9 contains 59578 members 
Mstep: Class 10 contains 85680 members 
Mstep: Class 11 contains 68588 members 
Mstep: Class 12 contains 165863 members 
Mstep: Class 13 contains 163251 members 
Mstep: Class 14 contains 18131 members 
Mstep: Class 15 contains 24526 members 
Mstep: Class 16 contains 13467 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 138433 members 
Mstep: Class 20 contains 148744 members 
Mstep: Class 21 contains 161725 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975280.000000 Penalty: 43433.996094
Iteration 197Q: 20 clusters Score -1.279753e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 22373 members 
Mstep: Class 3 contains 145366 members 
Mstep: Class 4 contains 44966 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16510 members 
Mstep: Class 9 contains 59587 members 
Mstep: Class 10 contains 85667 members 
Mstep: Class 11 contains 68580 members 
Mstep: Class 12 contains 165869 members 
Mstep: Class 13 contains 163256 members 
Mstep: Class 14 contains 18097 members 
Mstep: Class 15 contains 24525 members 
Mstep: Class 16 contains 13466 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 18 contains 138470 members 
Mstep: Class 20 contains 148750 members 
Mstep: Class 21 contains 161735 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975168.000000 Penalty: 43433.996094
Iteration 198Q: 20 clusters Score -1.279752e+08 nChanged 308
Entering ConstructFrom: 
Score: -127975168.000000 Penalty: 43433.996094
Entering ConstructFrom: 
Trying to split cluster 1 (3554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Entering Unmasked Estep 
Score: -329088.343750 Penalty: 1328.572144
	Iteration 0F: 2 clusters Score -329088.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -326086.531250 Penalty: 2657.144287
	Iteration 0F: 3 clusters Score -326086.5 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -326999.093750 Penalty: 2657.144287
	Iteration 1F: 3 clusters Score -326999.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -327298.281250 Penalty: 2657.144287
	Iteration 2F: 3 clusters Score -327298.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -327568.218750 Penalty: 2657.144287
	Iteration 3F: 3 clusters Score -327568.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -327766.093750 Penalty: 2657.144287
	Iteration 4F: 3 clusters Score -327766.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -327921.593750 Penalty: 2657.144287
	Iteration 5F: 3 clusters Score -327921.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -328089.656250 Penalty: 2657.144287
	Iteration 6F: 3 clusters Score -328089.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -328272.875000 Penalty: 2657.144287
	Iteration 7Q: 3 clusters Score -328272.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -328447.875000 Penalty: 2657.144287
	Iteration 8Q: 3 clusters Score -328447.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -328590.125000 Penalty: 2657.144287
	Iteration 9Q: 3 clusters Score -328590.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -328671.468750 Penalty: 2657.144287
	Iteration 10Q: 3 clusters Score -328671.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -328716.968750 Penalty: 2657.144287
	Iteration 11Q: 3 clusters Score -328717 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -328747.593750 Penalty: 2657.144287
	Iteration 12Q: 3 clusters Score -328747.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -328766.843750 Penalty: 2657.144287
	Iteration 13Q: 3 clusters Score -328766.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -328776.812500 Penalty: 2657.144287
	Iteration 14Q: 3 clusters Score -328776.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -328786.281250 Penalty: 2657.144287
	Iteration 15Q: 3 clusters Score -328786.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -328795.781250 Penalty: 2657.144287
	Iteration 16Q: 3 clusters Score -328795.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -328803.593750 Penalty: 2657.144287
	Iteration 17Q: 3 clusters Score -328803.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -328807.468750 Penalty: 2657.144287
	Iteration 18Q: 3 clusters Score -328807.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -328809.843750 Penalty: 2657.144287
	Iteration 19Q: 3 clusters Score -328809.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -328813.093750 Penalty: 2657.144287
	Iteration 20F: 3 clusters Score -328813.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -328817.312500 Penalty: 2657.144287
	Iteration 21Q: 3 clusters Score -328817.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -328820.968750 Penalty: 2657.144287
	Iteration 22Q: 3 clusters Score -328821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -328823.750000 Penalty: 2657.144287
	Iteration 23Q: 3 clusters Score -328823.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -328826.187500 Penalty: 2657.144287
	Iteration 24Q: 3 clusters Score -328826.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -328828.500000 Penalty: 2657.144287
	Iteration 25Q: 3 clusters Score -328828.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -328829.718750 Penalty: 2657.144287
	Iteration 26Q: 3 clusters Score -328829.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -328830.062500 Penalty: 2657.144287
	Iteration 27Q: 3 clusters Score -328830.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -328830.062500 Penalty: 2657.144287
	Iteration 28F: 3 clusters Score -328830.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Entering Unmasked Estep 
Score: -2173084.000000 Penalty: 1627.456787
	Iteration 0F: 2 clusters Score -2173084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2157970.500000 Penalty: 3254.913574
	Iteration 0F: 3 clusters Score -2157970 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2163447.750000 Penalty: 3254.913574
	Iteration 1F: 3 clusters Score -2163448 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2163710.000000 Penalty: 3254.913574
	Iteration 2Q: 3 clusters Score -2163710 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2163934.750000 Penalty: 3254.913574
	Iteration 3Q: 3 clusters Score -2163935 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2164111.500000 Penalty: 3254.913574
	Iteration 4Q: 3 clusters Score -2164112 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2164290.750000 Penalty: 3254.913574
	Iteration 5Q: 3 clusters Score -2164291 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2164486.000000 Penalty: 3254.913574
	Iteration 6Q: 3 clusters Score -2164486 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2164706.000000 Penalty: 3254.913574
	Iteration 7Q: 3 clusters Score -2164706 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2164969.000000 Penalty: 3254.913574
	Iteration 8Q: 3 clusters Score -2164969 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2165359.250000 Penalty: 3254.913574
	Iteration 9Q: 3 clusters Score -2165359 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2165872.750000 Penalty: 3254.913574
	Iteration 10Q: 3 clusters Score -2165873 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2166635.250000 Penalty: 3254.913574
	Iteration 11F: 3 clusters Score -2166635 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2167601.250000 Penalty: 3254.913574
	Iteration 12F: 3 clusters Score -2167601 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2168582.750000 Penalty: 3254.913574
	Iteration 13F: 3 clusters Score -2168583 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2169321.000000 Penalty: 3254.913574
	Iteration 14Q: 3 clusters Score -2169321 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2169804.000000 Penalty: 3254.913574
	Iteration 15Q: 3 clusters Score -2169804 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2170203.500000 Penalty: 3254.913574
	Iteration 16Q: 3 clusters Score -2170204 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2170601.750000 Penalty: 3254.913574
	Iteration 17Q: 3 clusters Score -2170602 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2170941.000000 Penalty: 3254.913574
	Iteration 18Q: 3 clusters Score -2170941 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2171190.500000 Penalty: 3254.913574
	Iteration 19Q: 3 clusters Score -2171190 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -2171392.500000 Penalty: 3254.913574
	Iteration 20F: 3 clusters Score -2171392 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2171535.000000 Penalty: 3254.913574
	Iteration 21Q: 3 clusters Score -2171535 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2171630.500000 Penalty: 3254.913574
	Iteration 22Q: 3 clusters Score -2171630 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -2171694.250000 Penalty: 3254.913574
	Iteration 23Q: 3 clusters Score -2171694 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2171730.750000 Penalty: 3254.913574
	Iteration 24Q: 3 clusters Score -2171731 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -2171753.750000 Penalty: 3254.913574
	Iteration 25Q: 3 clusters Score -2171754 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2171772.750000 Penalty: 3254.913574
	Iteration 26Q: 3 clusters Score -2171773 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2171792.000000 Penalty: 3254.913574
	Iteration 27Q: 3 clusters Score -2171792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2171812.250000 Penalty: 3254.913574
	Iteration 28Q: 3 clusters Score -2171812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2171836.250000 Penalty: 3254.913574
	Iteration 29Q: 3 clusters Score -2171836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2171842.750000 Penalty: 3254.913574
	Iteration 30Q: 3 clusters Score -2171843 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2171849.250000 Penalty: 3254.913574
	Iteration 31Q: 3 clusters Score -2171849 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2171856.500000 Penalty: 3254.913574
	Iteration 32Q: 3 clusters Score -2171856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2171856.000000 Penalty: 3254.913574
	Iteration 33Q: 3 clusters Score -2171856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2171863.250000 Penalty: 3254.913574
	Iteration 34Q: 3 clusters Score -2171863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2171863.250000 Penalty: 3254.913574
	Iteration 35Q: 3 clusters Score -2171863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2171873.250000 Penalty: 3254.913574
	Iteration 36Q: 3 clusters Score -2171873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2171876.750000 Penalty: 3254.913574
	Iteration 37Q: 3 clusters Score -2171877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2171880.750000 Penalty: 3254.913574
	Iteration 38Q: 3 clusters Score -2171881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2171885.000000 Penalty: 3254.913574
	Iteration 39Q: 3 clusters Score -2171885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2171887.000000 Penalty: 3254.913574
	Iteration 40F: 3 clusters Score -2171887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2171888.500000 Penalty: 3254.913574
	Iteration 41Q: 3 clusters Score -2171888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2171886.750000 Penalty: 3254.913574
	Iteration 42Q: 3 clusters Score -2171887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -2171889.250000 Penalty: 3254.913574
	Iteration 43Q: 3 clusters Score -2171889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2171889.750000 Penalty: 3254.913574
	Iteration 44Q: 3 clusters Score -2171890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2171891.750000 Penalty: 3254.913574
	Iteration 45Q: 3 clusters Score -2171892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2171894.000000 Penalty: 3254.913574
	Iteration 46Q: 3 clusters Score -2171894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2171889.500000 Penalty: 3254.913574
	Iteration 47Q: 3 clusters Score -2171890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2171890.250000 Penalty: 3254.913574
	Iteration 48Q: 3 clusters Score -2171890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2171891.250000 Penalty: 3254.913574
	Iteration 49Q: 3 clusters Score -2171891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2171889.000000 Penalty: 3254.913574
	Iteration 50Q: 3 clusters Score -2171889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2171889.000000 Penalty: 3254.913574
	Iteration 51F: 3 clusters Score -2171889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (145356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145356 members 
Entering Unmasked Estep 
Score: -14849128.000000 Penalty: 1931.627930
	Iteration 0F: 2 clusters Score -1.484913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72783 members 
Mstep: Class 2 contains 72573 members 
Entering Unmasked Estep 
Score: -14753128.000000 Penalty: 3863.255859
	Iteration 0F: 3 clusters Score -1.475313e+07 nChanged 70160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77563 members 
Mstep: Class 2 contains 67793 members 
Entering Unmasked Estep 
Score: -14795308.000000 Penalty: 3863.255859
	Iteration 1F: 3 clusters Score -1.479531e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81427 members 
Mstep: Class 2 contains 63929 members 
Entering Unmasked Estep 
Score: -14797920.000000 Penalty: 3863.255859
	Iteration 2Q: 3 clusters Score -1.479792e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -14802437.000000 Penalty: 3863.255859
	Iteration 3F: 3 clusters Score -1.480244e+07 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94725 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -14808934.000000 Penalty: 3863.255859
	Iteration 4F: 3 clusters Score -1.480893e+07 nChanged 11743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103984 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -14817703.000000 Penalty: 3863.255859
	Iteration 5F: 3 clusters Score -1.48177e+07 nChanged 11536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113686 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -14826664.000000 Penalty: 3863.255859
	Iteration 6F: 3 clusters Score -1.482666e+07 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122211 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -14834114.000000 Penalty: 3863.255859
	Iteration 7F: 3 clusters Score -1.483411e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129195 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -14839644.000000 Penalty: 3863.255859
	Iteration 8F: 3 clusters Score -1.483964e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134294 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -14843489.000000 Penalty: 3863.255859
	Iteration 9Q: 3 clusters Score -1.484349e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137725 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -14845670.000000 Penalty: 3863.255859
	Iteration 10Q: 3 clusters Score -1.484567e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139974 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -14846835.000000 Penalty: 3863.255859
	Iteration 11Q: 3 clusters Score -1.484684e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141388 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -14847381.000000 Penalty: 3863.255859
	Iteration 12Q: 3 clusters Score -1.484738e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142266 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -14847666.000000 Penalty: 3863.255859
	Iteration 13Q: 3 clusters Score -1.484767e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142850 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -14847835.000000 Penalty: 3863.255859
	Iteration 14Q: 3 clusters Score -1.484784e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143235 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -14847925.000000 Penalty: 3863.255859
	Iteration 15Q: 3 clusters Score -1.484792e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143517 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -14848000.000000 Penalty: 3863.255859
	Iteration 16Q: 3 clusters Score -1.4848e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143697 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -14848058.000000 Penalty: 3863.255859
	Iteration 17Q: 3 clusters Score -1.484806e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143828 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -14848093.000000 Penalty: 3863.255859
	Iteration 18Q: 3 clusters Score -1.484809e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143905 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -14848115.000000 Penalty: 3863.255859
	Iteration 19Q: 3 clusters Score -1.484812e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143971 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -14848186.000000 Penalty: 3863.255859
	Iteration 20F: 3 clusters Score -1.484819e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144011 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -14848266.000000 Penalty: 3863.255859
	Iteration 21Q: 3 clusters Score -1.484827e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144020 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -14848291.000000 Penalty: 3863.255859
	Iteration 22Q: 3 clusters Score -1.484829e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144036 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -14848360.000000 Penalty: 3863.255859
	Iteration 23Q: 3 clusters Score -1.484836e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144037 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -14848425.000000 Penalty: 3863.255859
	Iteration 24Q: 3 clusters Score -1.484842e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144035 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -14848480.000000 Penalty: 3863.255859
	Iteration 25Q: 3 clusters Score -1.484848e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144029 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -14848501.000000 Penalty: 3863.255859
	Iteration 26Q: 3 clusters Score -1.48485e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144019 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -14848548.000000 Penalty: 3863.255859
	Iteration 27Q: 3 clusters Score -1.484855e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144009 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -14848573.000000 Penalty: 3863.255859
	Iteration 28Q: 3 clusters Score -1.484857e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144002 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -14848596.000000 Penalty: 3863.255859
	Iteration 29Q: 3 clusters Score -1.48486e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144000 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -14848646.000000 Penalty: 3863.255859
	Iteration 30Q: 3 clusters Score -1.484865e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143994 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -14848654.000000 Penalty: 3863.255859
	Iteration 31Q: 3 clusters Score -1.484865e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143992 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -14848670.000000 Penalty: 3863.255859
	Iteration 32Q: 3 clusters Score -1.484867e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143981 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -14848694.000000 Penalty: 3863.255859
	Iteration 33Q: 3 clusters Score -1.484869e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143971 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -14848702.000000 Penalty: 3863.255859
	Iteration 34Q: 3 clusters Score -1.48487e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143967 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -14848707.000000 Penalty: 3863.255859
	Iteration 35Q: 3 clusters Score -1.484871e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143966 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -14848732.000000 Penalty: 3863.255859
	Iteration 36Q: 3 clusters Score -1.484873e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143957 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -14848753.000000 Penalty: 3863.255859
	Iteration 37Q: 3 clusters Score -1.484875e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143943 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -14848758.000000 Penalty: 3863.255859
	Iteration 38Q: 3 clusters Score -1.484876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143929 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -14848759.000000 Penalty: 3863.255859
	Iteration 39Q: 3 clusters Score -1.484876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143920 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -14848757.000000 Penalty: 3863.255859
	Iteration 40F: 3 clusters Score -1.484876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143909 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -14848766.000000 Penalty: 3863.255859
	Iteration 41Q: 3 clusters Score -1.484877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143904 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -14848775.000000 Penalty: 3863.255859
	Iteration 42Q: 3 clusters Score -1.484878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143902 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -14848773.000000 Penalty: 3863.255859
	Iteration 43Q: 3 clusters Score -1.484877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143899 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -14848774.000000 Penalty: 3863.255859
	Iteration 44Q: 3 clusters Score -1.484877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143893 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -14848780.000000 Penalty: 3863.255859
	Iteration 45Q: 3 clusters Score -1.484878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143889 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -14848776.000000 Penalty: 3863.255859
	Iteration 46Q: 3 clusters Score -1.484878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143887 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -14848772.000000 Penalty: 3863.255859
	Iteration 47Q: 3 clusters Score -1.484877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143880 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -14848774.000000 Penalty: 3863.255859
	Iteration 48Q: 3 clusters Score -1.484877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143873 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -14848773.000000 Penalty: 3863.255859
	Iteration 49Q: 3 clusters Score -1.484877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143869 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -14848771.000000 Penalty: 3863.255859
	Iteration 50Q: 3 clusters Score -1.484877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143867 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -14848771.000000 Penalty: 3863.255859
	Iteration 51Q: 3 clusters Score -1.484877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143865 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -14848765.000000 Penalty: 3863.255859
	Iteration 52Q: 3 clusters Score -1.484876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143863 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -14848771.000000 Penalty: 3863.255859
	Iteration 53Q: 3 clusters Score -1.484877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143861 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -14848771.000000 Penalty: 3863.255859
	Iteration 54Q: 3 clusters Score -1.484877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143861 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -14848771.000000 Penalty: 3863.255859
	Iteration 55F: 3 clusters Score -1.484877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Entering Unmasked Estep 
Score: -4576033.000000 Penalty: 1740.995361
	Iteration 0F: 2 clusters Score -4576033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -4545881.500000 Penalty: 3481.990723
	Iteration 0F: 3 clusters Score -4545882 nChanged 21098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -4557733.500000 Penalty: 3481.990723
	Iteration 1F: 3 clusters Score -4557734 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -4558114.500000 Penalty: 3481.990723
	Iteration 2Q: 3 clusters Score -4558114 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -4558489.000000 Penalty: 3481.990723
	Iteration 3Q: 3 clusters Score -4558489 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -4558795.000000 Penalty: 3481.990723
	Iteration 4Q: 3 clusters Score -4558795 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -4559147.000000 Penalty: 3481.990723
	Iteration 5Q: 3 clusters Score -4559147 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -4559515.000000 Penalty: 3481.990723
	Iteration 6Q: 3 clusters Score -4559515 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -4559954.500000 Penalty: 3481.990723
	Iteration 7Q: 3 clusters Score -4559954 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -4560472.500000 Penalty: 3481.990723
	Iteration 8Q: 3 clusters Score -4560472 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -4561304.500000 Penalty: 3481.990723
	Iteration 9Q: 3 clusters Score -4561304 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -4562522.500000 Penalty: 3481.990723
	Iteration 10Q: 3 clusters Score -4562522 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -4564166.500000 Penalty: 3481.990723
	Iteration 11F: 3 clusters Score -4564166 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -4565663.500000 Penalty: 3481.990723
	Iteration 12F: 3 clusters Score -4565664 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -4566391.000000 Penalty: 3481.990723
	Iteration 13Q: 3 clusters Score -4566391 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -4566668.000000 Penalty: 3481.990723
	Iteration 14Q: 3 clusters Score -4566668 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -4566772.000000 Penalty: 3481.990723
	Iteration 15Q: 3 clusters Score -4566772 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -4566834.500000 Penalty: 3481.990723
	Iteration 16Q: 3 clusters Score -4566834 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -4566884.500000 Penalty: 3481.990723
	Iteration 17Q: 3 clusters Score -4566884 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -4566946.000000 Penalty: 3481.990723
	Iteration 18Q: 3 clusters Score -4566946 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -4566995.000000 Penalty: 3481.990723
	Iteration 19Q: 3 clusters Score -4566995 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -4567057.500000 Penalty: 3481.990723
	Iteration 20F: 3 clusters Score -4567058 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -4567110.500000 Penalty: 3481.990723
	Iteration 21Q: 3 clusters Score -4567110 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -4567200.000000 Penalty: 3481.990723
	Iteration 22Q: 3 clusters Score -4567200 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -4567287.500000 Penalty: 3481.990723
	Iteration 23Q: 3 clusters Score -4567288 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -4567390.500000 Penalty: 3481.990723
	Iteration 24Q: 3 clusters Score -4567390 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -4567509.000000 Penalty: 3481.990723
	Iteration 25Q: 3 clusters Score -4567509 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -4567649.000000 Penalty: 3481.990723
	Iteration 26Q: 3 clusters Score -4567649 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -4567789.000000 Penalty: 3481.990723
	Iteration 27Q: 3 clusters Score -4567789 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -4567965.500000 Penalty: 3481.990723
	Iteration 28Q: 3 clusters Score -4567966 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -4568157.500000 Penalty: 3481.990723
	Iteration 29Q: 3 clusters Score -4568158 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -4568372.500000 Penalty: 3481.990723
	Iteration 30Q: 3 clusters Score -4568372 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -4568628.500000 Penalty: 3481.990723
	Iteration 31Q: 3 clusters Score -4568628 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -4568930.500000 Penalty: 3481.990723
	Iteration 32Q: 3 clusters Score -4568930 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -4569247.500000 Penalty: 3481.990723
	Iteration 33Q: 3 clusters Score -4569248 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -4569583.000000 Penalty: 3481.990723
	Iteration 34Q: 3 clusters Score -4569583 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -4569951.000000 Penalty: 3481.990723
	Iteration 35Q: 3 clusters Score -4569951 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -4570353.500000 Penalty: 3481.990723
	Iteration 36Q: 3 clusters Score -4570354 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -4570739.000000 Penalty: 3481.990723
	Iteration 37Q: 3 clusters Score -4570739 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -4571164.000000 Penalty: 3481.990723
	Iteration 38Q: 3 clusters Score -4571164 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -4571644.500000 Penalty: 3481.990723
	Iteration 39Q: 3 clusters Score -4571644 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -4572144.000000 Penalty: 3481.990723
	Iteration 40F: 3 clusters Score -4572144 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -4572607.000000 Penalty: 3481.990723
	Iteration 41Q: 3 clusters Score -4572607 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -4572951.500000 Penalty: 3481.990723
	Iteration 42Q: 3 clusters Score -4572952 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -4573271.500000 Penalty: 3481.990723
	Iteration 43Q: 3 clusters Score -4573272 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -4573557.500000 Penalty: 3481.990723
	Iteration 44Q: 3 clusters Score -4573558 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -4573806.000000 Penalty: 3481.990723
	Iteration 45Q: 3 clusters Score -4573806 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -4573991.000000 Penalty: 3481.990723
	Iteration 46Q: 3 clusters Score -4573991 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -4574121.500000 Penalty: 3481.990723
	Iteration 47Q: 3 clusters Score -4574122 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -4574203.500000 Penalty: 3481.990723
	Iteration 48Q: 3 clusters Score -4574204 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -4574274.500000 Penalty: 3481.990723
	Iteration 49Q: 3 clusters Score -4574274 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -4574345.000000 Penalty: 3481.990723
	Iteration 50Q: 3 clusters Score -4574345 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -4574373.000000 Penalty: 3481.990723
	Iteration 51Q: 3 clusters Score -4574373 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -4574390.000000 Penalty: 3481.990723
	Iteration 52Q: 3 clusters Score -4574390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -4574405.500000 Penalty: 3481.990723
	Iteration 53Q: 3 clusters Score -4574406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -4574422.000000 Penalty: 3481.990723
	Iteration 54Q: 3 clusters Score -4574422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -4574445.000000 Penalty: 3481.990723
	Iteration 55Q: 3 clusters Score -4574445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -4574457.500000 Penalty: 3481.990723
	Iteration 56Q: 3 clusters Score -4574458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -4574467.000000 Penalty: 3481.990723
	Iteration 57Q: 3 clusters Score -4574467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -4574473.500000 Penalty: 3481.990723
	Iteration 58Q: 3 clusters Score -4574474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -4574481.500000 Penalty: 3481.990723
	Iteration 59Q: 3 clusters Score -4574482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -4574491.000000 Penalty: 3481.990723
	Iteration 60F: 3 clusters Score -4574491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -4574508.000000 Penalty: 3481.990723
	Iteration 61Q: 3 clusters Score -4574508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -4574505.500000 Penalty: 3481.990723
	Iteration 62Q: 3 clusters Score -4574506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -4574518.500000 Penalty: 3481.990723
	Iteration 63Q: 3 clusters Score -4574518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -4574520.000000 Penalty: 3481.990723
	Iteration 64Q: 3 clusters Score -4574520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -4574520.500000 Penalty: 3481.990723
	Iteration 65Q: 3 clusters Score -4574520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -4574524.500000 Penalty: 3481.990723
	Iteration 66Q: 3 clusters Score -4574524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -4574528.000000 Penalty: 3481.990723
	Iteration 67Q: 3 clusters Score -4574528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -4574528.500000 Penalty: 3481.990723
	Iteration 68Q: 3 clusters Score -4574528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -4574536.500000 Penalty: 3481.990723
	Iteration 69Q: 3 clusters Score -4574536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -4574535.000000 Penalty: 3481.990723
	Iteration 70Q: 3 clusters Score -4574535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -4574534.500000 Penalty: 3481.990723
	Iteration 71Q: 3 clusters Score -4574534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -4574534.500000 Penalty: 3481.990723
	Iteration 72Q: 3 clusters Score -4574534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -4574534.000000 Penalty: 3481.990723
	Iteration 73Q: 3 clusters Score -4574534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -4574534.000000 Penalty: 3481.990723
	Iteration 74F: 3 clusters Score -4574534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Entering Unmasked Estep 
Score: -283784.968750 Penalty: 1284.454468
	Iteration 0F: 2 clusters Score -283785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -281223.937500 Penalty: 2568.908936
	Iteration 0F: 3 clusters Score -281223.9 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -281780.031250 Penalty: 2568.908936
	Iteration 1F: 3 clusters Score -281780 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -281890.156250 Penalty: 2568.908936
	Iteration 2F: 3 clusters Score -281890.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -281951.156250 Penalty: 2568.908936
	Iteration 3Q: 3 clusters Score -281951.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -281997.125000 Penalty: 2568.908936
	Iteration 4Q: 3 clusters Score -281997.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -282025.718750 Penalty: 2568.908936
	Iteration 5Q: 3 clusters Score -282025.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -282051.500000 Penalty: 2568.908936
	Iteration 6Q: 3 clusters Score -282051.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -282072.656250 Penalty: 2568.908936
	Iteration 7Q: 3 clusters Score -282072.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -282091.062500 Penalty: 2568.908936
	Iteration 8Q: 3 clusters Score -282091.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -282109.750000 Penalty: 2568.908936
	Iteration 9Q: 3 clusters Score -282109.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -282126.218750 Penalty: 2568.908936
	Iteration 10Q: 3 clusters Score -282126.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -282136.687500 Penalty: 2568.908936
	Iteration 11Q: 3 clusters Score -282136.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -282143.625000 Penalty: 2568.908936
	Iteration 12Q: 3 clusters Score -282143.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -282148.375000 Penalty: 2568.908936
	Iteration 13Q: 3 clusters Score -282148.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -282150.437500 Penalty: 2568.908936
	Iteration 14Q: 3 clusters Score -282150.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -282153.281250 Penalty: 2568.908936
	Iteration 15Q: 3 clusters Score -282153.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -282155.187500 Penalty: 2568.908936
	Iteration 16Q: 3 clusters Score -282155.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -282156.875000 Penalty: 2568.908936
	Iteration 17Q: 3 clusters Score -282156.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -282158.593750 Penalty: 2568.908936
	Iteration 18Q: 3 clusters Score -282158.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -282158.781250 Penalty: 2568.908936
	Iteration 19Q: 3 clusters Score -282158.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -282160.031250 Penalty: 2568.908936
	Iteration 20F: 3 clusters Score -282160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -282160.718750 Penalty: 2568.908936
	Iteration 21Q: 3 clusters Score -282160.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -282162.312500 Penalty: 2568.908936
	Iteration 22Q: 3 clusters Score -282162.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -282163.812500 Penalty: 2568.908936
	Iteration 23Q: 3 clusters Score -282163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -282164.250000 Penalty: 2568.908936
	Iteration 24Q: 3 clusters Score -282164.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -282165.718750 Penalty: 2568.908936
	Iteration 25Q: 3 clusters Score -282165.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -282167.125000 Penalty: 2568.908936
	Iteration 26Q: 3 clusters Score -282167.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -282167.500000 Penalty: 2568.908936
	Iteration 27Q: 3 clusters Score -282167.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -282167.437500 Penalty: 2568.908936
	Iteration 28Q: 3 clusters Score -282167.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -282167.656250 Penalty: 2568.908936
	Iteration 29Q: 3 clusters Score -282167.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -282167.656250 Penalty: 2568.908936
	Iteration 30F: 3 clusters Score -282167.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Entering Unmasked Estep 
Score: -1702947.875000 Penalty: 1578.184326
	Iteration 0F: 2 clusters Score -1702948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1691589.875000 Penalty: 3156.368652
	Iteration 0F: 3 clusters Score -1691590 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1695604.125000 Penalty: 3156.368652
	Iteration 1F: 3 clusters Score -1695604 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1695923.625000 Penalty: 3156.368652
	Iteration 2Q: 3 clusters Score -1695924 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1696280.750000 Penalty: 3156.368652
	Iteration 3Q: 3 clusters Score -1696281 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1696749.750000 Penalty: 3156.368652
	Iteration 4F: 3 clusters Score -1696750 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1697474.500000 Penalty: 3156.368652
	Iteration 5F: 3 clusters Score -1697474 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1698419.000000 Penalty: 3156.368652
	Iteration 6F: 3 clusters Score -1698419 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1699404.625000 Penalty: 3156.368652
	Iteration 7F: 3 clusters Score -1699405 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1700256.625000 Penalty: 3156.368652
	Iteration 8F: 3 clusters Score -1700257 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1700812.500000 Penalty: 3156.368652
	Iteration 9Q: 3 clusters Score -1700812 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -1701135.500000 Penalty: 3156.368652
	Iteration 10Q: 3 clusters Score -1701136 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1701307.625000 Penalty: 3156.368652
	Iteration 11Q: 3 clusters Score -1701308 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1701419.500000 Penalty: 3156.368652
	Iteration 12Q: 3 clusters Score -1701420 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1701486.375000 Penalty: 3156.368652
	Iteration 13Q: 3 clusters Score -1701486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1701512.250000 Penalty: 3156.368652
	Iteration 14Q: 3 clusters Score -1701512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -1701528.250000 Penalty: 3156.368652
	Iteration 15Q: 3 clusters Score -1701528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1701530.250000 Penalty: 3156.368652
	Iteration 16Q: 3 clusters Score -1701530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1701532.375000 Penalty: 3156.368652
	Iteration 17Q: 3 clusters Score -1701532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1701532.375000 Penalty: 3156.368652
	Iteration 18F: 3 clusters Score -1701532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59592 members 
Entering Unmasked Estep 
Score: -6066317.000000 Penalty: 1786.732422
	Iteration 0F: 2 clusters Score -6066317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -6026701.500000 Penalty: 3573.464844
	Iteration 0F: 3 clusters Score -6026702 nChanged 28088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -6042554.500000 Penalty: 3573.464844
	Iteration 1F: 3 clusters Score -6042554 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -6043019.500000 Penalty: 3573.464844
	Iteration 2Q: 3 clusters Score -6043020 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -6043551.000000 Penalty: 3573.464844
	Iteration 3Q: 3 clusters Score -6043551 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -6044256.000000 Penalty: 3573.464844
	Iteration 4Q: 3 clusters Score -6044256 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -6045239.500000 Penalty: 3573.464844
	Iteration 5Q: 3 clusters Score -6045240 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -6046686.000000 Penalty: 3573.464844
	Iteration 6Q: 3 clusters Score -6046686 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -6048776.000000 Penalty: 3573.464844
	Iteration 7F: 3 clusters Score -6048776 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -6051373.500000 Penalty: 3573.464844
	Iteration 8F: 3 clusters Score -6051374 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -6054340.500000 Penalty: 3573.464844
	Iteration 9F: 3 clusters Score -6054340 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -6056573.000000 Penalty: 3573.464844
	Iteration 10F: 3 clusters Score -6056573 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -6057743.500000 Penalty: 3573.464844
	Iteration 11Q: 3 clusters Score -6057744 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -6058218.500000 Penalty: 3573.464844
	Iteration 12Q: 3 clusters Score -6058218 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -6058506.000000 Penalty: 3573.464844
	Iteration 13Q: 3 clusters Score -6058506 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -6058818.500000 Penalty: 3573.464844
	Iteration 14Q: 3 clusters Score -6058818 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -6059138.000000 Penalty: 3573.464844
	Iteration 15Q: 3 clusters Score -6059138 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -6059462.000000 Penalty: 3573.464844
	Iteration 16Q: 3 clusters Score -6059462 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -6059760.500000 Penalty: 3573.464844
	Iteration 17Q: 3 clusters Score -6059760 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -6060077.500000 Penalty: 3573.464844
	Iteration 18Q: 3 clusters Score -6060078 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -6060387.000000 Penalty: 3573.464844
	Iteration 19Q: 3 clusters Score -6060387 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -6060693.500000 Penalty: 3573.464844
	Iteration 20F: 3 clusters Score -6060694 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -6060978.500000 Penalty: 3573.464844
	Iteration 21Q: 3 clusters Score -6060978 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -6061217.500000 Penalty: 3573.464844
	Iteration 22Q: 3 clusters Score -6061218 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -6061474.500000 Penalty: 3573.464844
	Iteration 23Q: 3 clusters Score -6061474 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -6061761.500000 Penalty: 3573.464844
	Iteration 24Q: 3 clusters Score -6061762 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -6061956.000000 Penalty: 3573.464844
	Iteration 25Q: 3 clusters Score -6061956 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -6062232.500000 Penalty: 3573.464844
	Iteration 26Q: 3 clusters Score -6062232 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -6062457.000000 Penalty: 3573.464844
	Iteration 27Q: 3 clusters Score -6062457 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -6062750.500000 Penalty: 3573.464844
	Iteration 28Q: 3 clusters Score -6062750 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -6062991.000000 Penalty: 3573.464844
	Iteration 29Q: 3 clusters Score -6062991 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51971 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -6063209.000000 Penalty: 3573.464844
	Iteration 30Q: 3 clusters Score -6063209 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -6063409.000000 Penalty: 3573.464844
	Iteration 31Q: 3 clusters Score -6063409 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53130 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -6063600.000000 Penalty: 3573.464844
	Iteration 32Q: 3 clusters Score -6063600 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -6063755.000000 Penalty: 3573.464844
	Iteration 33Q: 3 clusters Score -6063755 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -6063906.000000 Penalty: 3573.464844
	Iteration 34Q: 3 clusters Score -6063906 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -6064071.000000 Penalty: 3573.464844
	Iteration 35Q: 3 clusters Score -6064071 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54983 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -6064208.000000 Penalty: 3573.464844
	Iteration 36Q: 3 clusters Score -6064208 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -6064334.000000 Penalty: 3573.464844
	Iteration 37Q: 3 clusters Score -6064334 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -6064438.500000 Penalty: 3573.464844
	Iteration 38Q: 3 clusters Score -6064438 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -6064546.000000 Penalty: 3573.464844
	Iteration 39Q: 3 clusters Score -6064546 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -6064619.000000 Penalty: 3573.464844
	Iteration 40F: 3 clusters Score -6064619 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56539 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -6064707.500000 Penalty: 3573.464844
	Iteration 41Q: 3 clusters Score -6064708 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -6064771.500000 Penalty: 3573.464844
	Iteration 42Q: 3 clusters Score -6064772 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56907 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -6064822.000000 Penalty: 3573.464844
	Iteration 43Q: 3 clusters Score -6064822 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -6064853.000000 Penalty: 3573.464844
	Iteration 44Q: 3 clusters Score -6064853 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57207 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -6064904.000000 Penalty: 3573.464844
	Iteration 45Q: 3 clusters Score -6064904 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57330 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -6064928.000000 Penalty: 3573.464844
	Iteration 46Q: 3 clusters Score -6064928 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57445 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -6064953.500000 Penalty: 3573.464844
	Iteration 47Q: 3 clusters Score -6064954 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -6064991.000000 Penalty: 3573.464844
	Iteration 48Q: 3 clusters Score -6064991 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6065018.500000 Penalty: 3573.464844
	Iteration 49Q: 3 clusters Score -6065018 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6065032.000000 Penalty: 3573.464844
	Iteration 50Q: 3 clusters Score -6065032 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -6065047.000000 Penalty: 3573.464844
	Iteration 51Q: 3 clusters Score -6065047 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6065074.500000 Penalty: 3573.464844
	Iteration 52Q: 3 clusters Score -6065074 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57995 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6065086.000000 Penalty: 3573.464844
	Iteration 53Q: 3 clusters Score -6065086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6065093.000000 Penalty: 3573.464844
	Iteration 54Q: 3 clusters Score -6065093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58054 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6065094.500000 Penalty: 3573.464844
	Iteration 55Q: 3 clusters Score -6065094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6065102.000000 Penalty: 3573.464844
	Iteration 56Q: 3 clusters Score -6065102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6065114.000000 Penalty: 3573.464844
	Iteration 57Q: 3 clusters Score -6065114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6065118.000000 Penalty: 3573.464844
	Iteration 58Q: 3 clusters Score -6065118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6065118.000000 Penalty: 3573.464844
	Iteration 59Q: 3 clusters Score -6065118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6065112.000000 Penalty: 3573.464844
	Iteration 60F: 3 clusters Score -6065112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6065111.000000 Penalty: 3573.464844
	Iteration 61Q: 3 clusters Score -6065111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58195 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6065122.500000 Penalty: 3573.464844
	Iteration 62Q: 3 clusters Score -6065122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58206 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6065124.000000 Penalty: 3573.464844
	Iteration 63Q: 3 clusters Score -6065124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58214 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6065126.000000 Penalty: 3573.464844
	Iteration 64Q: 3 clusters Score -6065126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6065121.000000 Penalty: 3573.464844
	Iteration 65Q: 3 clusters Score -6065121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6065123.500000 Penalty: 3573.464844
	Iteration 66Q: 3 clusters Score -6065124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6065116.500000 Penalty: 3573.464844
	Iteration 67Q: 3 clusters Score -6065116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58243 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6065122.500000 Penalty: 3573.464844
	Iteration 68Q: 3 clusters Score -6065122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6065126.000000 Penalty: 3573.464844
	Iteration 69Q: 3 clusters Score -6065126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6065137.500000 Penalty: 3573.464844
	Iteration 70Q: 3 clusters Score -6065138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58285 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6065152.500000 Penalty: 3573.464844
	Iteration 71Q: 3 clusters Score -6065152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58299 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6065159.000000 Penalty: 3573.464844
	Iteration 72Q: 3 clusters Score -6065159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58312 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6065158.000000 Penalty: 3573.464844
	Iteration 73Q: 3 clusters Score -6065158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6065154.500000 Penalty: 3573.464844
	Iteration 74Q: 3 clusters Score -6065154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58331 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6065158.000000 Penalty: 3573.464844
	Iteration 75Q: 3 clusters Score -6065158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58337 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6065156.000000 Penalty: 3573.464844
	Iteration 76Q: 3 clusters Score -6065156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6065158.000000 Penalty: 3573.464844
	Iteration 77Q: 3 clusters Score -6065158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6065162.500000 Penalty: 3573.464844
	Iteration 78Q: 3 clusters Score -6065162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6065166.000000 Penalty: 3573.464844
	Iteration 79Q: 3 clusters Score -6065166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6065164.500000 Penalty: 3573.464844
	Iteration 80F: 3 clusters Score -6065164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58374 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6065169.000000 Penalty: 3573.464844
	Iteration 81Q: 3 clusters Score -6065169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6065170.500000 Penalty: 3573.464844
	Iteration 82Q: 3 clusters Score -6065170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -6065182.000000 Penalty: 3573.464844
	Iteration 83Q: 3 clusters Score -6065182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6065182.500000 Penalty: 3573.464844
	Iteration 84Q: 3 clusters Score -6065182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58411 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6065179.500000 Penalty: 3573.464844
	Iteration 85Q: 3 clusters Score -6065180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6065181.500000 Penalty: 3573.464844
	Iteration 86Q: 3 clusters Score -6065182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6065188.500000 Penalty: 3573.464844
	Iteration 87Q: 3 clusters Score -6065188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6065189.000000 Penalty: 3573.464844
	Iteration 88Q: 3 clusters Score -6065189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6065185.000000 Penalty: 3573.464844
	Iteration 89Q: 3 clusters Score -6065185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6065184.500000 Penalty: 3573.464844
	Iteration 90Q: 3 clusters Score -6065184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6065184.500000 Penalty: 3573.464844
	Iteration 91F: 3 clusters Score -6065184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (85665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85665 members 
Entering Unmasked Estep 
Score: -8804310.000000 Penalty: 1845.707520
	Iteration 0F: 2 clusters Score -8804310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -8747617.000000 Penalty: 3691.415039
	Iteration 0F: 3 clusters Score -8747617 nChanged 40674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -8770877.000000 Penalty: 3691.415039
	Iteration 1F: 3 clusters Score -8770877 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -8771260.000000 Penalty: 3691.415039
	Iteration 2Q: 3 clusters Score -8771260 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -8771640.000000 Penalty: 3691.415039
	Iteration 3Q: 3 clusters Score -8771640 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -8771996.000000 Penalty: 3691.415039
	Iteration 4Q: 3 clusters Score -8771996 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -8772576.000000 Penalty: 3691.415039
	Iteration 5Q: 3 clusters Score -8772576 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -8773196.000000 Penalty: 3691.415039
	Iteration 6Q: 3 clusters Score -8773196 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -8774214.000000 Penalty: 3691.415039
	Iteration 7Q: 3 clusters Score -8774214 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -8775740.000000 Penalty: 3691.415039
	Iteration 8Q: 3 clusters Score -8775740 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -8778149.000000 Penalty: 3691.415039
	Iteration 9F: 3 clusters Score -8778149 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -8781809.000000 Penalty: 3691.415039
	Iteration 10F: 3 clusters Score -8781809 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61519 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -8785892.000000 Penalty: 3691.415039
	Iteration 11F: 3 clusters Score -8785892 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64678 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -8789464.000000 Penalty: 3691.415039
	Iteration 12F: 3 clusters Score -8789464 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -8791628.000000 Penalty: 3691.415039
	Iteration 13Q: 3 clusters Score -8791628 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69056 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -8792927.000000 Penalty: 3691.415039
	Iteration 14Q: 3 clusters Score -8792927 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70936 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -8793922.000000 Penalty: 3691.415039
	Iteration 15Q: 3 clusters Score -8793922 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72768 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -8794915.000000 Penalty: 3691.415039
	Iteration 16Q: 3 clusters Score -8794915 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74598 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -8795850.000000 Penalty: 3691.415039
	Iteration 17Q: 3 clusters Score -8795850 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -8796972.000000 Penalty: 3691.415039
	Iteration 18Q: 3 clusters Score -8796972 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78336 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -8798101.000000 Penalty: 3691.415039
	Iteration 19Q: 3 clusters Score -8798101 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79979 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -8799139.000000 Penalty: 3691.415039
	Iteration 20F: 3 clusters Score -8799139 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81427 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -8800090.000000 Penalty: 3691.415039
	Iteration 21Q: 3 clusters Score -8800090 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82591 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -8800847.000000 Penalty: 3691.415039
	Iteration 22Q: 3 clusters Score -8800847 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83514 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -8801449.000000 Penalty: 3691.415039
	Iteration 23Q: 3 clusters Score -8801449 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84218 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -8801946.000000 Penalty: 3691.415039
	Iteration 24Q: 3 clusters Score -8801946 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84725 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8802225.000000 Penalty: 3691.415039
	Iteration 25Q: 3 clusters Score -8802225 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85062 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8802398.000000 Penalty: 3691.415039
	Iteration 26Q: 3 clusters Score -8802398 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85243 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8802508.000000 Penalty: 3691.415039
	Iteration 27Q: 3 clusters Score -8802508 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85338 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8802586.000000 Penalty: 3691.415039
	Iteration 28Q: 3 clusters Score -8802586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85387 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8802633.000000 Penalty: 3691.415039
	Iteration 29Q: 3 clusters Score -8802633 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85421 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8802672.000000 Penalty: 3691.415039
	Iteration 30Q: 3 clusters Score -8802672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85428 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8802676.000000 Penalty: 3691.415039
	Iteration 31Q: 3 clusters Score -8802676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85435 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8802691.000000 Penalty: 3691.415039
	Iteration 32Q: 3 clusters Score -8802691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85441 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8802692.000000 Penalty: 3691.415039
	Iteration 33Q: 3 clusters Score -8802692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85447 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8802702.000000 Penalty: 3691.415039
	Iteration 34Q: 3 clusters Score -8802702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85449 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8802708.000000 Penalty: 3691.415039
	Iteration 35Q: 3 clusters Score -8802708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85450 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8802711.000000 Penalty: 3691.415039
	Iteration 36Q: 3 clusters Score -8802711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85449 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8802711.000000 Penalty: 3691.415039
	Iteration 37Q: 3 clusters Score -8802711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85448 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8802712.000000 Penalty: 3691.415039
	Iteration 38Q: 3 clusters Score -8802712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85450 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8802715.000000 Penalty: 3691.415039
	Iteration 39Q: 3 clusters Score -8802715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85453 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8802715.000000 Penalty: 3691.415039
	Iteration 40F: 3 clusters Score -8802715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85458 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8802714.000000 Penalty: 3691.415039
	Iteration 41Q: 3 clusters Score -8802714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85460 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8802718.000000 Penalty: 3691.415039
	Iteration 42Q: 3 clusters Score -8802718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85461 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8802720.000000 Penalty: 3691.415039
	Iteration 43Q: 3 clusters Score -8802720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85460 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8802722.000000 Penalty: 3691.415039
	Iteration 44Q: 3 clusters Score -8802722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85461 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8802720.000000 Penalty: 3691.415039
	Iteration 45Q: 3 clusters Score -8802720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85463 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8802722.000000 Penalty: 3691.415039
	Iteration 46Q: 3 clusters Score -8802722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85463 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8802722.000000 Penalty: 3691.415039
	Iteration 47F: 3 clusters Score -8802722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (68579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68579 members 
Entering Unmasked Estep 
Score: -6958813.000000 Penalty: 1809.557983
	Iteration 0F: 2 clusters Score -6958813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -6912906.000000 Penalty: 3619.115967
	Iteration 0F: 3 clusters Score -6912906 nChanged 32621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -6931593.500000 Penalty: 3619.115967
	Iteration 1F: 3 clusters Score -6931594 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -6932275.000000 Penalty: 3619.115967
	Iteration 2Q: 3 clusters Score -6932275 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -6933030.500000 Penalty: 3619.115967
	Iteration 3Q: 3 clusters Score -6933030 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -6934275.500000 Penalty: 3619.115967
	Iteration 4Q: 3 clusters Score -6934276 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -6936269.000000 Penalty: 3619.115967
	Iteration 5F: 3 clusters Score -6936269 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -6939727.000000 Penalty: 3619.115967
	Iteration 6F: 3 clusters Score -6939727 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -6944747.000000 Penalty: 3619.115967
	Iteration 7F: 3 clusters Score -6944747 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 61487 members 
Entering Unmasked Estep 
Score: -6950326.500000 Penalty: 3619.115967
	Iteration 8F: 3 clusters Score -6950326 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -6954319.500000 Penalty: 3619.115967
	Iteration 9F: 3 clusters Score -6954320 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
Score: -6956162.500000 Penalty: 3619.115967
	Iteration 10Q: 3 clusters Score -6956162 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 68126 members 
Entering Unmasked Estep 
Score: -6956804.500000 Penalty: 3619.115967
	Iteration 11Q: 3 clusters Score -6956804 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 68318 members 
Entering Unmasked Estep 
Score: -6957010.500000 Penalty: 3619.115967
	Iteration 12Q: 3 clusters Score -6957010 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -6957109.000000 Penalty: 3619.115967
	Iteration 13Q: 3 clusters Score -6957109 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -6957153.500000 Penalty: 3619.115967
	Iteration 14Q: 3 clusters Score -6957154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 68409 members 
Entering Unmasked Estep 
Score: -6957181.500000 Penalty: 3619.115967
	Iteration 15Q: 3 clusters Score -6957182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 68409 members 
Entering Unmasked Estep 
Score: -6957184.500000 Penalty: 3619.115967
	Iteration 16Q: 3 clusters Score -6957184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 68411 members 
Entering Unmasked Estep 
Score: -6957196.000000 Penalty: 3619.115967
	Iteration 17Q: 3 clusters Score -6957196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 68412 members 
Entering Unmasked Estep 
Score: -6957203.500000 Penalty: 3619.115967
	Iteration 18Q: 3 clusters Score -6957204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 68412 members 
Entering Unmasked Estep 
Score: -6957202.000000 Penalty: 3619.115967
	Iteration 19Q: 3 clusters Score -6957202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 68415 members 
Entering Unmasked Estep 
Score: -6957206.000000 Penalty: 3619.115967
	Iteration 20F: 3 clusters Score -6957206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 68416 members 
Entering Unmasked Estep 
Score: -6957207.000000 Penalty: 3619.115967
	Iteration 21Q: 3 clusters Score -6957207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 68415 members 
Entering Unmasked Estep 
Score: -6957208.000000 Penalty: 3619.115967
	Iteration 22Q: 3 clusters Score -6957208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 68415 members 
Entering Unmasked Estep 
Score: -6957208.000000 Penalty: 3619.115967
	Iteration 23F: 3 clusters Score -6957208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (165868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165868 members 
Entering Unmasked Estep 
Score: -17027644.000000 Penalty: 1953.078979
	Iteration 0F: 2 clusters Score -1.702764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83055 members 
Mstep: Class 2 contains 82813 members 
Entering Unmasked Estep 
Score: -16922794.000000 Penalty: 3906.157959
	Iteration 0F: 3 clusters Score -1.692279e+07 nChanged 80364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86811 members 
Mstep: Class 2 contains 79057 members 
Entering Unmasked Estep 
Score: -16970150.000000 Penalty: 3906.157959
	Iteration 1F: 3 clusters Score -1.697015e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89406 members 
Mstep: Class 2 contains 76462 members 
Entering Unmasked Estep 
Score: -16971096.000000 Penalty: 3906.157959
	Iteration 2Q: 3 clusters Score -1.69711e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93599 members 
Mstep: Class 2 contains 72269 members 
Entering Unmasked Estep 
Score: -16972706.000000 Penalty: 3906.157959
	Iteration 3Q: 3 clusters Score -1.697271e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100072 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -16975440.000000 Penalty: 3906.157959
	Iteration 4Q: 3 clusters Score -1.697544e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109841 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -16981022.000000 Penalty: 3906.157959
	Iteration 5F: 3 clusters Score -1.698102e+07 nChanged 13532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123245 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -16991030.000000 Penalty: 3906.157959
	Iteration 6F: 3 clusters Score -1.699103e+07 nChanged 15405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138592 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -17004896.000000 Penalty: 3906.157959
	Iteration 7F: 3 clusters Score -1.70049e+07 nChanged 13641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152203 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -17017288.000000 Penalty: 3906.157959
	Iteration 8F: 3 clusters Score -1.701729e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160256 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -17023404.000000 Penalty: 3906.157959
	Iteration 9Q: 3 clusters Score -1.70234e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163605 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -17025548.000000 Penalty: 3906.157959
	Iteration 10Q: 3 clusters Score -1.702555e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164741 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -17026116.000000 Penalty: 3906.157959
	Iteration 11Q: 3 clusters Score -1.702612e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165114 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -17026230.000000 Penalty: 3906.157959
	Iteration 12Q: 3 clusters Score -1.702623e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165256 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -17026324.000000 Penalty: 3906.157959
	Iteration 13Q: 3 clusters Score -1.702632e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165321 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -17026364.000000 Penalty: 3906.157959
	Iteration 14Q: 3 clusters Score -1.702636e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165354 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -17026414.000000 Penalty: 3906.157959
	Iteration 15Q: 3 clusters Score -1.702641e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165366 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -17026420.000000 Penalty: 3906.157959
	Iteration 16Q: 3 clusters Score -1.702642e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165370 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -17026440.000000 Penalty: 3906.157959
	Iteration 17Q: 3 clusters Score -1.702644e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165375 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -17026438.000000 Penalty: 3906.157959
	Iteration 18Q: 3 clusters Score -1.702644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165382 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -17026448.000000 Penalty: 3906.157959
	Iteration 19Q: 3 clusters Score -1.702645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165386 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -17026452.000000 Penalty: 3906.157959
	Iteration 20F: 3 clusters Score -1.702645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165384 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -17026466.000000 Penalty: 3906.157959
	Iteration 21Q: 3 clusters Score -1.702647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165383 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -17026468.000000 Penalty: 3906.157959
	Iteration 22Q: 3 clusters Score -1.702647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165384 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -17026478.000000 Penalty: 3906.157959
	Iteration 23Q: 3 clusters Score -1.702648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165385 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -17026458.000000 Penalty: 3906.157959
	Iteration 24Q: 3 clusters Score -1.702646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165385 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -17026478.000000 Penalty: 3906.157959
	Iteration 25Q: 3 clusters Score -1.702648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165386 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -17026488.000000 Penalty: 3906.157959
	Iteration 26Q: 3 clusters Score -1.702649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165387 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -17026484.000000 Penalty: 3906.157959
	Iteration 27Q: 3 clusters Score -1.702648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165387 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -17026482.000000 Penalty: 3906.157959
	Iteration 28Q: 3 clusters Score -1.702648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165388 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -17026486.000000 Penalty: 3906.157959
	Iteration 29Q: 3 clusters Score -1.702649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165388 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -17026492.000000 Penalty: 3906.157959
	Iteration 30Q: 3 clusters Score -1.702649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165393 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -17026484.000000 Penalty: 3906.157959
	Iteration 31Q: 3 clusters Score -1.702648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165393 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -17026476.000000 Penalty: 3906.157959
	Iteration 32Q: 3 clusters Score -1.702648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165391 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -17026490.000000 Penalty: 3906.157959
	Iteration 33Q: 3 clusters Score -1.702649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165389 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -17026498.000000 Penalty: 3906.157959
	Iteration 34Q: 3 clusters Score -1.70265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165392 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -17026502.000000 Penalty: 3906.157959
	Iteration 35Q: 3 clusters Score -1.70265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165390 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -17026506.000000 Penalty: 3906.157959
	Iteration 36Q: 3 clusters Score -1.702651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165393 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -17026512.000000 Penalty: 3906.157959
	Iteration 37Q: 3 clusters Score -1.702651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165392 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -17026528.000000 Penalty: 3906.157959
	Iteration 38Q: 3 clusters Score -1.702653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165392 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -17026536.000000 Penalty: 3906.157959
	Iteration 39Q: 3 clusters Score -1.702654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165392 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -17026542.000000 Penalty: 3906.157959
	Iteration 40F: 3 clusters Score -1.702654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (163264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163264 members 
Entering Unmasked Estep 
Score: -16601193.000000 Penalty: 1950.507690
	Iteration 0F: 2 clusters Score -1.660119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81642 members 
Mstep: Class 2 contains 81622 members 
Entering Unmasked Estep 
Score: -16493074.000000 Penalty: 3901.015381
	Iteration 0F: 3 clusters Score -1.649307e+07 nChanged 79065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83793 members 
Mstep: Class 2 contains 79471 members 
Entering Unmasked Estep 
Score: -16541170.000000 Penalty: 3901.015381
	Iteration 1F: 3 clusters Score -1.654117e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85582 members 
Mstep: Class 2 contains 77682 members 
Entering Unmasked Estep 
Score: -16542702.000000 Penalty: 3901.015381
	Iteration 2Q: 3 clusters Score -1.65427e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88202 members 
Mstep: Class 2 contains 75062 members 
Entering Unmasked Estep 
Score: -16544516.000000 Penalty: 3901.015381
	Iteration 3Q: 3 clusters Score -1.654452e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91805 members 
Mstep: Class 2 contains 71459 members 
Entering Unmasked Estep 
Score: -16546675.000000 Penalty: 3901.015381
	Iteration 4Q: 3 clusters Score -1.654668e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96717 members 
Mstep: Class 2 contains 66547 members 
Entering Unmasked Estep 
Score: -16549302.000000 Penalty: 3901.015381
	Iteration 5Q: 3 clusters Score -1.65493e+07 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103288 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -16552893.000000 Penalty: 3901.015381
	Iteration 6F: 3 clusters Score -1.655289e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111823 members 
Mstep: Class 2 contains 51441 members 
Entering Unmasked Estep 
Score: -16557794.000000 Penalty: 3901.015381
	Iteration 7F: 3 clusters Score -1.655779e+07 nChanged 10765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122276 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -16564820.000000 Penalty: 3901.015381
	Iteration 8F: 3 clusters Score -1.656482e+07 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134155 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -16574438.000000 Penalty: 3901.015381
	Iteration 9F: 3 clusters Score -1.657444e+07 nChanged 11714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145863 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -16585134.000000 Penalty: 3901.015381
	Iteration 10F: 3 clusters Score -1.658513e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154738 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -16593013.000000 Penalty: 3901.015381
	Iteration 11F: 3 clusters Score -1.659301e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159743 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -16597008.000000 Penalty: 3901.015381
	Iteration 12Q: 3 clusters Score -1.659701e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161867 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -16598569.000000 Penalty: 3901.015381
	Iteration 13Q: 3 clusters Score -1.659857e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162604 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -16599058.000000 Penalty: 3901.015381
	Iteration 14Q: 3 clusters Score -1.659906e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162867 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -16599283.000000 Penalty: 3901.015381
	Iteration 15Q: 3 clusters Score -1.659928e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162952 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -16599398.000000 Penalty: 3901.015381
	Iteration 16Q: 3 clusters Score -1.65994e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162980 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -16599428.000000 Penalty: 3901.015381
	Iteration 17Q: 3 clusters Score -1.659943e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162999 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -16599438.000000 Penalty: 3901.015381
	Iteration 18Q: 3 clusters Score -1.659944e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163012 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -16599460.000000 Penalty: 3901.015381
	Iteration 19Q: 3 clusters Score -1.659946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163016 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16599478.000000 Penalty: 3901.015381
	Iteration 20F: 3 clusters Score -1.659948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163022 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16599491.000000 Penalty: 3901.015381
	Iteration 21Q: 3 clusters Score -1.659949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163023 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16599504.000000 Penalty: 3901.015381
	Iteration 22Q: 3 clusters Score -1.65995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163023 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16599502.000000 Penalty: 3901.015381
	Iteration 23Q: 3 clusters Score -1.65995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163024 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16599512.000000 Penalty: 3901.015381
	Iteration 24Q: 3 clusters Score -1.659951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163024 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16599512.000000 Penalty: 3901.015381
	Iteration 25F: 3 clusters Score -1.659951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Entering Unmasked Estep 
Score: -1824831.875000 Penalty: 1592.763306
	Iteration 0F: 2 clusters Score -1824832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1812377.500000 Penalty: 3185.526611
	Iteration 0F: 3 clusters Score -1812378 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1816949.750000 Penalty: 3185.526611
	Iteration 1F: 3 clusters Score -1816950 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1817575.625000 Penalty: 3185.526611
	Iteration 2F: 3 clusters Score -1817576 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1818358.750000 Penalty: 3185.526611
	Iteration 3F: 3 clusters Score -1818359 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1819294.875000 Penalty: 3185.526611
	Iteration 4F: 3 clusters Score -1819295 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1820285.625000 Penalty: 3185.526611
	Iteration 5F: 3 clusters Score -1820286 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1821288.000000 Penalty: 3185.526611
	Iteration 6F: 3 clusters Score -1821288 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1822285.625000 Penalty: 3185.526611
	Iteration 7F: 3 clusters Score -1822286 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1823072.375000 Penalty: 3185.526611
	Iteration 8Q: 3 clusters Score -1823072 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1823390.250000 Penalty: 3185.526611
	Iteration 9Q: 3 clusters Score -1823390 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1823511.875000 Penalty: 3185.526611
	Iteration 10Q: 3 clusters Score -1823512 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1823593.625000 Penalty: 3185.526611
	Iteration 11Q: 3 clusters Score -1823594 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -1823640.000000 Penalty: 3185.526611
	Iteration 12Q: 3 clusters Score -1823640 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1823663.000000 Penalty: 3185.526611
	Iteration 13Q: 3 clusters Score -1823663 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1823683.125000 Penalty: 3185.526611
	Iteration 14Q: 3 clusters Score -1823683 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -1823695.500000 Penalty: 3185.526611
	Iteration 15Q: 3 clusters Score -1823696 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -1823703.500000 Penalty: 3185.526611
	Iteration 16Q: 3 clusters Score -1823704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -1823716.125000 Penalty: 3185.526611
	Iteration 17Q: 3 clusters Score -1823716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -1823726.375000 Penalty: 3185.526611
	Iteration 18Q: 3 clusters Score -1823726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1823731.000000 Penalty: 3185.526611
	Iteration 19Q: 3 clusters Score -1823731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1823730.750000 Penalty: 3185.526611
	Iteration 20F: 3 clusters Score -1823731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1823732.625000 Penalty: 3185.526611
	Iteration 21Q: 3 clusters Score -1823733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1823740.250000 Penalty: 3185.526611
	Iteration 22Q: 3 clusters Score -1823740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1823743.250000 Penalty: 3185.526611
	Iteration 23Q: 3 clusters Score -1823743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1823739.625000 Penalty: 3185.526611
	Iteration 24Q: 3 clusters Score -1823740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -1823745.000000 Penalty: 3185.526611
	Iteration 25Q: 3 clusters Score -1823745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -1823744.500000 Penalty: 3185.526611
	Iteration 26Q: 3 clusters Score -1823744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1823748.250000 Penalty: 3185.526611
	Iteration 27Q: 3 clusters Score -1823748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1823751.375000 Penalty: 3185.526611
	Iteration 28Q: 3 clusters Score -1823751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1823753.625000 Penalty: 3185.526611
	Iteration 29Q: 3 clusters Score -1823754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1823752.500000 Penalty: 3185.526611
	Iteration 30Q: 3 clusters Score -1823752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1823752.500000 Penalty: 3185.526611
	Iteration 31F: 3 clusters Score -1823752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Entering Unmasked Estep 
Score: -2569287.750000 Penalty: 1642.407349
	Iteration 0F: 2 clusters Score -2569288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2552829.250000 Penalty: 3284.814697
	Iteration 0F: 3 clusters Score -2552829 nChanged 11103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2559059.000000 Penalty: 3284.814697
	Iteration 1F: 3 clusters Score -2559059 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2559479.000000 Penalty: 3284.814697
	Iteration 2Q: 3 clusters Score -2559479 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2559977.500000 Penalty: 3284.814697
	Iteration 3Q: 3 clusters Score -2559978 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2560653.500000 Penalty: 3284.814697
	Iteration 4F: 3 clusters Score -2560654 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2561629.750000 Penalty: 3284.814697
	Iteration 5F: 3 clusters Score -2561630 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2562990.750000 Penalty: 3284.814697
	Iteration 6F: 3 clusters Score -2562991 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2564540.000000 Penalty: 3284.814697
	Iteration 7F: 3 clusters Score -2564540 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -2565893.750000 Penalty: 3284.814697
	Iteration 8F: 3 clusters Score -2565894 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -2566822.250000 Penalty: 3284.814697
	Iteration 9Q: 3 clusters Score -2566822 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -2567345.750000 Penalty: 3284.814697
	Iteration 10Q: 3 clusters Score -2567346 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -2567597.750000 Penalty: 3284.814697
	Iteration 11Q: 3 clusters Score -2567598 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -2567718.500000 Penalty: 3284.814697
	Iteration 12Q: 3 clusters Score -2567718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -2567762.750000 Penalty: 3284.814697
	Iteration 13Q: 3 clusters Score -2567763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -2567793.000000 Penalty: 3284.814697
	Iteration 14Q: 3 clusters Score -2567793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -2567814.500000 Penalty: 3284.814697
	Iteration 15Q: 3 clusters Score -2567814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -2567826.250000 Penalty: 3284.814697
	Iteration 16Q: 3 clusters Score -2567826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -2567830.750000 Penalty: 3284.814697
	Iteration 17Q: 3 clusters Score -2567831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -2567837.750000 Penalty: 3284.814697
	Iteration 18Q: 3 clusters Score -2567838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -2567842.000000 Penalty: 3284.814697
	Iteration 19Q: 3 clusters Score -2567842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -2567843.000000 Penalty: 3284.814697
	Iteration 20F: 3 clusters Score -2567843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Entering Unmasked Estep 
Score: -1353649.500000 Penalty: 1545.049561
	Iteration 0F: 2 clusters Score -1353650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1344218.875000 Penalty: 3090.099121
	Iteration 0F: 3 clusters Score -1344219 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1347508.500000 Penalty: 3090.099121
	Iteration 1F: 3 clusters Score -1347508 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1347819.125000 Penalty: 3090.099121
	Iteration 2F: 3 clusters Score -1347819 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1348128.625000 Penalty: 3090.099121
	Iteration 3F: 3 clusters Score -1348129 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1348445.500000 Penalty: 3090.099121
	Iteration 4Q: 3 clusters Score -1348446 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1348880.875000 Penalty: 3090.099121
	Iteration 5F: 3 clusters Score -1348881 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1349425.000000 Penalty: 3090.099121
	Iteration 6F: 3 clusters Score -1349425 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1350101.625000 Penalty: 3090.099121
	Iteration 7F: 3 clusters Score -1350102 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1350800.250000 Penalty: 3090.099121
	Iteration 8F: 3 clusters Score -1350800 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1351384.000000 Penalty: 3090.099121
	Iteration 9Q: 3 clusters Score -1351384 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1351770.875000 Penalty: 3090.099121
	Iteration 10Q: 3 clusters Score -1351771 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1351988.625000 Penalty: 3090.099121
	Iteration 11Q: 3 clusters Score -1351989 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1352117.375000 Penalty: 3090.099121
	Iteration 12Q: 3 clusters Score -1352117 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1352176.750000 Penalty: 3090.099121
	Iteration 13Q: 3 clusters Score -1352177 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1352214.250000 Penalty: 3090.099121
	Iteration 14Q: 3 clusters Score -1352214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1352247.625000 Penalty: 3090.099121
	Iteration 15Q: 3 clusters Score -1352248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1352273.500000 Penalty: 3090.099121
	Iteration 16Q: 3 clusters Score -1352274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1352282.375000 Penalty: 3090.099121
	Iteration 17Q: 3 clusters Score -1352282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1352292.500000 Penalty: 3090.099121
	Iteration 18Q: 3 clusters Score -1352292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1352296.625000 Penalty: 3090.099121
	Iteration 19Q: 3 clusters Score -1352297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1352302.250000 Penalty: 3090.099121
	Iteration 20F: 3 clusters Score -1352302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Entering Unmasked Estep 
Score: -209467.828125 Penalty: 1263.072266
	Iteration 0F: 2 clusters Score -209467.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -207199.750000 Penalty: 2526.144531
	Iteration 0F: 3 clusters Score -207199.8 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -207812.500000 Penalty: 2526.144531
	Iteration 1F: 3 clusters Score -207812.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -208017.250000 Penalty: 2526.144531
	Iteration 2F: 3 clusters Score -208017.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -208153.312500 Penalty: 2526.144531
	Iteration 3F: 3 clusters Score -208153.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -208236.406250 Penalty: 2526.144531
	Iteration 4Q: 3 clusters Score -208236.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -208290.000000 Penalty: 2526.144531
	Iteration 5Q: 3 clusters Score -208290 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -208346.453125 Penalty: 2526.144531
	Iteration 6Q: 3 clusters Score -208346.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -208400.109375 Penalty: 2526.144531
	Iteration 7Q: 3 clusters Score -208400.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -208431.515625 Penalty: 2526.144531
	Iteration 8Q: 3 clusters Score -208431.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -208447.875000 Penalty: 2526.144531
	Iteration 9Q: 3 clusters Score -208447.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -208457.156250 Penalty: 2526.144531
	Iteration 10Q: 3 clusters Score -208457.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -208461.203125 Penalty: 2526.144531
	Iteration 11Q: 3 clusters Score -208461.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -208464.046875 Penalty: 2526.144531
	Iteration 12Q: 3 clusters Score -208464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -208466.890625 Penalty: 2526.144531
	Iteration 13Q: 3 clusters Score -208466.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -208468.812500 Penalty: 2526.144531
	Iteration 14Q: 3 clusters Score -208468.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -208472.296875 Penalty: 2526.144531
	Iteration 15Q: 3 clusters Score -208472.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -208475.328125 Penalty: 2526.144531
	Iteration 16Q: 3 clusters Score -208475.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -208477.656250 Penalty: 2526.144531
	Iteration 17Q: 3 clusters Score -208477.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -208480.218750 Penalty: 2526.144531
	Iteration 18Q: 3 clusters Score -208480.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -208481.343750 Penalty: 2526.144531
	Iteration 19Q: 3 clusters Score -208481.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -208482.078125 Penalty: 2526.144531
	Iteration 20F: 3 clusters Score -208482.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -208482.515625 Penalty: 2526.144531
	Iteration 21Q: 3 clusters Score -208482.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -208483.328125 Penalty: 2526.144531
	Iteration 22Q: 3 clusters Score -208483.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -208485.187500 Penalty: 2526.144531
	Iteration 23Q: 3 clusters Score -208485.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -208487.765625 Penalty: 2526.144531
	Iteration 24Q: 3 clusters Score -208487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -208489.562500 Penalty: 2526.144531
	Iteration 25Q: 3 clusters Score -208489.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -208492.562500 Penalty: 2526.144531
	Iteration 26Q: 3 clusters Score -208492.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -208495.531250 Penalty: 2526.144531
	Iteration 27Q: 3 clusters Score -208495.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -208496.859375 Penalty: 2526.144531
	Iteration 28Q: 3 clusters Score -208496.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -208497.000000 Penalty: 2526.144531
	Iteration 29Q: 3 clusters Score -208497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -208497.000000 Penalty: 2526.144531
	Iteration 30F: 3 clusters Score -208497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (138496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138496 members 
Entering Unmasked Estep 
Score: -14263977.000000 Penalty: 1923.771851
	Iteration 0F: 2 clusters Score -1.426398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69335 members 
Mstep: Class 2 contains 69161 members 
Entering Unmasked Estep 
Score: -14173637.000000 Penalty: 3847.543701
	Iteration 0F: 3 clusters Score -1.417364e+07 nChanged 66980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72357 members 
Mstep: Class 2 contains 66139 members 
Entering Unmasked Estep 
Score: -14213012.000000 Penalty: 3847.543701
	Iteration 1F: 3 clusters Score -1.421301e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74373 members 
Mstep: Class 2 contains 64123 members 
Entering Unmasked Estep 
Score: -14214056.000000 Penalty: 3847.543701
	Iteration 2Q: 3 clusters Score -1.421406e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77411 members 
Mstep: Class 2 contains 61085 members 
Entering Unmasked Estep 
Score: -14215559.000000 Penalty: 3847.543701
	Iteration 3Q: 3 clusters Score -1.421556e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81795 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -14217738.000000 Penalty: 3847.543701
	Iteration 4Q: 3 clusters Score -1.421774e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88012 members 
Mstep: Class 2 contains 50484 members 
Entering Unmasked Estep 
Score: -14221211.000000 Penalty: 3847.543701
	Iteration 5F: 3 clusters Score -1.422121e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96478 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -14226394.000000 Penalty: 3847.543701
	Iteration 6F: 3 clusters Score -1.422639e+07 nChanged 10793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107031 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -14234200.000000 Penalty: 3847.543701
	Iteration 7F: 3 clusters Score -1.42342e+07 nChanged 11255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118208 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -14244026.000000 Penalty: 3847.543701
	Iteration 8F: 3 clusters Score -1.424403e+07 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127701 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -14252624.000000 Penalty: 3847.543701
	Iteration 9F: 3 clusters Score -1.425262e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133707 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -14258164.000000 Penalty: 3847.543701
	Iteration 10Q: 3 clusters Score -1.425816e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136592 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -14260761.000000 Penalty: 3847.543701
	Iteration 11Q: 3 clusters Score -1.426076e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137647 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -14261661.000000 Penalty: 3847.543701
	Iteration 12Q: 3 clusters Score -1.426166e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137987 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -14261964.000000 Penalty: 3847.543701
	Iteration 13Q: 3 clusters Score -1.426196e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138112 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -14262079.000000 Penalty: 3847.543701
	Iteration 14Q: 3 clusters Score -1.426208e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138172 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -14262158.000000 Penalty: 3847.543701
	Iteration 15Q: 3 clusters Score -1.426216e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138194 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -14262203.000000 Penalty: 3847.543701
	Iteration 16Q: 3 clusters Score -1.42622e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138209 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -14262230.000000 Penalty: 3847.543701
	Iteration 17Q: 3 clusters Score -1.426223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138221 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -14262233.000000 Penalty: 3847.543701
	Iteration 18Q: 3 clusters Score -1.426223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138230 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -14262249.000000 Penalty: 3847.543701
	Iteration 19Q: 3 clusters Score -1.426225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138237 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -14262257.000000 Penalty: 3847.543701
	Iteration 20F: 3 clusters Score -1.426226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138240 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -14262271.000000 Penalty: 3847.543701
	Iteration 21Q: 3 clusters Score -1.426227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138242 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -14262267.000000 Penalty: 3847.543701
	Iteration 22Q: 3 clusters Score -1.426227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138245 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -14262267.000000 Penalty: 3847.543701
	Iteration 23Q: 3 clusters Score -1.426227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138246 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -14262273.000000 Penalty: 3847.543701
	Iteration 24Q: 3 clusters Score -1.426227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138247 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -14262272.000000 Penalty: 3847.543701
	Iteration 25Q: 3 clusters Score -1.426227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138245 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -14262289.000000 Penalty: 3847.543701
	Iteration 26Q: 3 clusters Score -1.426229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138246 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -14262281.000000 Penalty: 3847.543701
	Iteration 27Q: 3 clusters Score -1.426228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138246 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -14262281.000000 Penalty: 3847.543701
	Iteration 28F: 3 clusters Score -1.426228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (148760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148760 members 
Entering Unmasked Estep 
Score: -15118837.000000 Penalty: 1935.389526
	Iteration 0F: 2 clusters Score -1.511884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74287 members 
Mstep: Class 2 contains 74473 members 
Entering Unmasked Estep 
Score: -15019900.000000 Penalty: 3870.779053
	Iteration 0F: 3 clusters Score -1.50199e+07 nChanged 71720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 77303 members 
Entering Unmasked Estep 
Score: -15062612.000000 Penalty: 3870.779053
	Iteration 1F: 3 clusters Score -1.506261e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69259 members 
Mstep: Class 2 contains 79501 members 
Entering Unmasked Estep 
Score: -15064340.000000 Penalty: 3870.779053
	Iteration 2Q: 3 clusters Score -1.506434e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65852 members 
Mstep: Class 2 contains 82908 members 
Entering Unmasked Estep 
Score: -15067090.000000 Penalty: 3870.779053
	Iteration 3Q: 3 clusters Score -1.506709e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61004 members 
Mstep: Class 2 contains 87756 members 
Entering Unmasked Estep 
Score: -15071070.000000 Penalty: 3870.779053
	Iteration 4F: 3 clusters Score -1.507107e+07 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 94273 members 
Entering Unmasked Estep 
Score: -15077197.000000 Penalty: 3870.779053
	Iteration 5F: 3 clusters Score -1.50772e+07 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 101884 members 
Entering Unmasked Estep 
Score: -15085376.000000 Penalty: 3870.779053
	Iteration 6F: 3 clusters Score -1.508538e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 109148 members 
Entering Unmasked Estep 
Score: -15093983.000000 Penalty: 3870.779053
	Iteration 7F: 3 clusters Score -1.509398e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 114723 members 
Entering Unmasked Estep 
Score: -15100567.000000 Penalty: 3870.779053
	Iteration 8F: 3 clusters Score -1.510057e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 118493 members 
Entering Unmasked Estep 
Score: -15104095.000000 Penalty: 3870.779053
	Iteration 9Q: 3 clusters Score -1.51041e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 121523 members 
Entering Unmasked Estep 
Score: -15105776.000000 Penalty: 3870.779053
	Iteration 10Q: 3 clusters Score -1.510578e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 124253 members 
Entering Unmasked Estep 
Score: -15107026.000000 Penalty: 3870.779053
	Iteration 11Q: 3 clusters Score -1.510703e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 126820 members 
Entering Unmasked Estep 
Score: -15108069.000000 Penalty: 3870.779053
	Iteration 12Q: 3 clusters Score -1.510807e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 129277 members 
Entering Unmasked Estep 
Score: -15109080.000000 Penalty: 3870.779053
	Iteration 13Q: 3 clusters Score -1.510908e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 131632 members 
Entering Unmasked Estep 
Score: -15110109.000000 Penalty: 3870.779053
	Iteration 14Q: 3 clusters Score -1.511011e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 133852 members 
Entering Unmasked Estep 
Score: -15111033.000000 Penalty: 3870.779053
	Iteration 15Q: 3 clusters Score -1.511103e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 135948 members 
Entering Unmasked Estep 
Score: -15111951.000000 Penalty: 3870.779053
	Iteration 16Q: 3 clusters Score -1.511195e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 137879 members 
Entering Unmasked Estep 
Score: -15112895.000000 Penalty: 3870.779053
	Iteration 17Q: 3 clusters Score -1.51129e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 139608 members 
Entering Unmasked Estep 
Score: -15113727.000000 Penalty: 3870.779053
	Iteration 18Q: 3 clusters Score -1.511373e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 141123 members 
Entering Unmasked Estep 
Score: -15114445.000000 Penalty: 3870.779053
	Iteration 19Q: 3 clusters Score -1.511444e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 142456 members 
Entering Unmasked Estep 
Score: -15115134.000000 Penalty: 3870.779053
	Iteration 20F: 3 clusters Score -1.511513e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 143581 members 
Entering Unmasked Estep 
Score: -15115633.000000 Penalty: 3870.779053
	Iteration 21Q: 3 clusters Score -1.511563e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 144501 members 
Entering Unmasked Estep 
Score: -15116005.000000 Penalty: 3870.779053
	Iteration 22Q: 3 clusters Score -1.5116e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 145234 members 
Entering Unmasked Estep 
Score: -15116277.000000 Penalty: 3870.779053
	Iteration 23Q: 3 clusters Score -1.511628e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 145854 members 
Entering Unmasked Estep 
Score: -15116536.000000 Penalty: 3870.779053
	Iteration 24Q: 3 clusters Score -1.511654e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 146356 members 
Entering Unmasked Estep 
Score: -15116735.000000 Penalty: 3870.779053
	Iteration 25Q: 3 clusters Score -1.511674e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 146750 members 
Entering Unmasked Estep 
Score: -15116973.000000 Penalty: 3870.779053
	Iteration 26Q: 3 clusters Score -1.511697e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 147043 members 
Entering Unmasked Estep 
Score: -15117064.000000 Penalty: 3870.779053
	Iteration 27Q: 3 clusters Score -1.511706e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 147269 members 
Entering Unmasked Estep 
Score: -15117120.000000 Penalty: 3870.779053
	Iteration 28Q: 3 clusters Score -1.511712e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 147446 members 
Entering Unmasked Estep 
Score: -15117194.000000 Penalty: 3870.779053
	Iteration 29Q: 3 clusters Score -1.511719e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 147574 members 
Entering Unmasked Estep 
Score: -15117220.000000 Penalty: 3870.779053
	Iteration 30Q: 3 clusters Score -1.511722e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 147673 members 
Entering Unmasked Estep 
Score: -15117257.000000 Penalty: 3870.779053
	Iteration 31Q: 3 clusters Score -1.511726e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 147743 members 
Entering Unmasked Estep 
Score: -15117265.000000 Penalty: 3870.779053
	Iteration 32Q: 3 clusters Score -1.511726e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 147792 members 
Entering Unmasked Estep 
Score: -15117280.000000 Penalty: 3870.779053
	Iteration 33Q: 3 clusters Score -1.511728e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 147843 members 
Entering Unmasked Estep 
Score: -15117290.000000 Penalty: 3870.779053
	Iteration 34Q: 3 clusters Score -1.511729e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 147884 members 
Entering Unmasked Estep 
Score: -15117298.000000 Penalty: 3870.779053
	Iteration 35Q: 3 clusters Score -1.51173e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 147926 members 
Entering Unmasked Estep 
Score: -15117314.000000 Penalty: 3870.779053
	Iteration 36Q: 3 clusters Score -1.511731e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 147961 members 
Entering Unmasked Estep 
Score: -15117330.000000 Penalty: 3870.779053
	Iteration 37Q: 3 clusters Score -1.511733e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 147987 members 
Entering Unmasked Estep 
Score: -15117334.000000 Penalty: 3870.779053
	Iteration 38Q: 3 clusters Score -1.511733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 148009 members 
Entering Unmasked Estep 
Score: -15117333.000000 Penalty: 3870.779053
	Iteration 39Q: 3 clusters Score -1.511733e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 148037 members 
Entering Unmasked Estep 
Score: -15117330.000000 Penalty: 3870.779053
	Iteration 40F: 3 clusters Score -1.511733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 148057 members 
Entering Unmasked Estep 
Score: -15117318.000000 Penalty: 3870.779053
	Iteration 41Q: 3 clusters Score -1.511732e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 148075 members 
Entering Unmasked Estep 
Score: -15117330.000000 Penalty: 3870.779053
	Iteration 42Q: 3 clusters Score -1.511733e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 148091 members 
Entering Unmasked Estep 
Score: -15117327.000000 Penalty: 3870.779053
	Iteration 43Q: 3 clusters Score -1.511733e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 148111 members 
Entering Unmasked Estep 
Score: -15117316.000000 Penalty: 3870.779053
	Iteration 44Q: 3 clusters Score -1.511732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 148119 members 
Entering Unmasked Estep 
Score: -15117310.000000 Penalty: 3870.779053
	Iteration 45Q: 3 clusters Score -1.511731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 148129 members 
Entering Unmasked Estep 
Score: -15117312.000000 Penalty: 3870.779053
	Iteration 46Q: 3 clusters Score -1.511731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 148139 members 
Entering Unmasked Estep 
Score: -15117320.000000 Penalty: 3870.779053
	Iteration 47Q: 3 clusters Score -1.511732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 148153 members 
Entering Unmasked Estep 
Score: -15117316.000000 Penalty: 3870.779053
	Iteration 48Q: 3 clusters Score -1.511732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 148165 members 
Entering Unmasked Estep 
Score: -15117334.000000 Penalty: 3870.779053
	Iteration 49Q: 3 clusters Score -1.511733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 148177 members 
Entering Unmasked Estep 
Score: -15117342.000000 Penalty: 3870.779053
	Iteration 50Q: 3 clusters Score -1.511734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 148180 members 
Entering Unmasked Estep 
Score: -15117335.000000 Penalty: 3870.779053
	Iteration 51Q: 3 clusters Score -1.511734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 148187 members 
Entering Unmasked Estep 
Score: -15117325.000000 Penalty: 3870.779053
	Iteration 52Q: 3 clusters Score -1.511732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 148193 members 
Entering Unmasked Estep 
Score: -15117343.000000 Penalty: 3870.779053
	Iteration 53Q: 3 clusters Score -1.511734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 148199 members 
Entering Unmasked Estep 
Score: -15117343.000000 Penalty: 3870.779053
	Iteration 54Q: 3 clusters Score -1.511734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 148210 members 
Entering Unmasked Estep 
Score: -15117341.000000 Penalty: 3870.779053
	Iteration 55Q: 3 clusters Score -1.511734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 148218 members 
Entering Unmasked Estep 
Score: -15117360.000000 Penalty: 3870.779053
	Iteration 56Q: 3 clusters Score -1.511736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 148224 members 
Entering Unmasked Estep 
Score: -15117363.000000 Penalty: 3870.779053
	Iteration 57Q: 3 clusters Score -1.511736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 148228 members 
Entering Unmasked Estep 
Score: -15117357.000000 Penalty: 3870.779053
	Iteration 58Q: 3 clusters Score -1.511736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 148231 members 
Entering Unmasked Estep 
Score: -15117361.000000 Penalty: 3870.779053
	Iteration 59Q: 3 clusters Score -1.511736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 148232 members 
Entering Unmasked Estep 
Score: -15117359.000000 Penalty: 3870.779053
	Iteration 60F: 3 clusters Score -1.511736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 148233 members 
Entering Unmasked Estep 
Score: -15117358.000000 Penalty: 3870.779053
	Iteration 61Q: 3 clusters Score -1.511736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 148233 members 
Entering Unmasked Estep 
Score: -15117358.000000 Penalty: 3870.779053
	Iteration 62F: 3 clusters Score -1.511736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (161744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161744 members 
Entering Unmasked Estep 
Score: -16301009.000000 Penalty: 1948.987671
	Iteration 0F: 2 clusters Score -1.630101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80634 members 
Mstep: Class 2 contains 81110 members 
Entering Unmasked Estep 
Score: -16194864.000000 Penalty: 3897.975342
	Iteration 0F: 3 clusters Score -1.619486e+07 nChanged 78106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74940 members 
Mstep: Class 2 contains 86804 members 
Entering Unmasked Estep 
Score: -16241677.000000 Penalty: 3897.975342
	Iteration 1F: 3 clusters Score -1.624168e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70493 members 
Mstep: Class 2 contains 91251 members 
Entering Unmasked Estep 
Score: -16243849.000000 Penalty: 3897.975342
	Iteration 2Q: 3 clusters Score -1.624385e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63777 members 
Mstep: Class 2 contains 97967 members 
Entering Unmasked Estep 
Score: -16247699.000000 Penalty: 3897.975342
	Iteration 3F: 3 clusters Score -1.62477e+07 nChanged 10613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 107386 members 
Entering Unmasked Estep 
Score: -16254131.000000 Penalty: 3897.975342
	Iteration 4F: 3 clusters Score -1.625413e+07 nChanged 12465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 118809 members 
Entering Unmasked Estep 
Score: -16263489.000000 Penalty: 3897.975342
	Iteration 5F: 3 clusters Score -1.626349e+07 nChanged 12385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 130420 members 
Entering Unmasked Estep 
Score: -16274143.000000 Penalty: 3897.975342
	Iteration 6F: 3 clusters Score -1.627414e+07 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 139808 members 
Entering Unmasked Estep 
Score: -16283214.000000 Penalty: 3897.975342
	Iteration 7F: 3 clusters Score -1.628321e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 146106 members 
Entering Unmasked Estep 
Score: -16289691.000000 Penalty: 3897.975342
	Iteration 8Q: 3 clusters Score -1.628969e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 150111 members 
Entering Unmasked Estep 
Score: -16293443.000000 Penalty: 3897.975342
	Iteration 9Q: 3 clusters Score -1.629344e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 152862 members 
Entering Unmasked Estep 
Score: -16295577.000000 Penalty: 3897.975342
	Iteration 10Q: 3 clusters Score -1.629558e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 154861 members 
Entering Unmasked Estep 
Score: -16296906.000000 Penalty: 3897.975342
	Iteration 11Q: 3 clusters Score -1.629691e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 156376 members 
Entering Unmasked Estep 
Score: -16297762.000000 Penalty: 3897.975342
	Iteration 12Q: 3 clusters Score -1.629776e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 157534 members 
Entering Unmasked Estep 
Score: -16298211.000000 Penalty: 3897.975342
	Iteration 13Q: 3 clusters Score -1.629821e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 158459 members 
Entering Unmasked Estep 
Score: -16298549.000000 Penalty: 3897.975342
	Iteration 14Q: 3 clusters Score -1.629855e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 159195 members 
Entering Unmasked Estep 
Score: -16298861.000000 Penalty: 3897.975342
	Iteration 15Q: 3 clusters Score -1.629886e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 159766 members 
Entering Unmasked Estep 
Score: -16299077.000000 Penalty: 3897.975342
	Iteration 16Q: 3 clusters Score -1.629908e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 160189 members 
Entering Unmasked Estep 
Score: -16299247.000000 Penalty: 3897.975342
	Iteration 17Q: 3 clusters Score -1.629925e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 160509 members 
Entering Unmasked Estep 
Score: -16299294.000000 Penalty: 3897.975342
	Iteration 18Q: 3 clusters Score -1.629929e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 160754 members 
Entering Unmasked Estep 
Score: -16299342.000000 Penalty: 3897.975342
	Iteration 19Q: 3 clusters Score -1.629934e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 160915 members 
Entering Unmasked Estep 
Score: -16299380.000000 Penalty: 3897.975342
	Iteration 20F: 3 clusters Score -1.629938e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 161043 members 
Entering Unmasked Estep 
Score: -16299402.000000 Penalty: 3897.975342
	Iteration 21Q: 3 clusters Score -1.62994e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 161116 members 
Entering Unmasked Estep 
Score: -16299441.000000 Penalty: 3897.975342
	Iteration 22Q: 3 clusters Score -1.629944e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 161170 members 
Entering Unmasked Estep 
Score: -16299475.000000 Penalty: 3897.975342
	Iteration 23Q: 3 clusters Score -1.629948e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 161204 members 
Entering Unmasked Estep 
Score: -16299483.000000 Penalty: 3897.975342
	Iteration 24Q: 3 clusters Score -1.629948e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 161241 members 
Entering Unmasked Estep 
Score: -16299479.000000 Penalty: 3897.975342
	Iteration 25Q: 3 clusters Score -1.629948e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 161269 members 
Entering Unmasked Estep 
Score: -16299471.000000 Penalty: 3897.975342
	Iteration 26Q: 3 clusters Score -1.629947e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 161296 members 
Entering Unmasked Estep 
Score: -16299469.000000 Penalty: 3897.975342
	Iteration 27Q: 3 clusters Score -1.629947e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 161317 members 
Entering Unmasked Estep 
Score: -16299457.000000 Penalty: 3897.975342
	Iteration 28Q: 3 clusters Score -1.629946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 161330 members 
Entering Unmasked Estep 
Score: -16299455.000000 Penalty: 3897.975342
	Iteration 29Q: 3 clusters Score -1.629946e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 161347 members 
Entering Unmasked Estep 
Score: -16299451.000000 Penalty: 3897.975342
	Iteration 30Q: 3 clusters Score -1.629945e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 161360 members 
Entering Unmasked Estep 
Score: -16299452.000000 Penalty: 3897.975342
	Iteration 31Q: 3 clusters Score -1.629945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 161369 members 
Entering Unmasked Estep 
Score: -16299452.000000 Penalty: 3897.975342
	Iteration 32Q: 3 clusters Score -1.629945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 161379 members 
Entering Unmasked Estep 
Score: -16299451.000000 Penalty: 3897.975342
	Iteration 33Q: 3 clusters Score -1.629945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 161389 members 
Entering Unmasked Estep 
Score: -16299469.000000 Penalty: 3897.975342
	Iteration 34Q: 3 clusters Score -1.629947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 161394 members 
Entering Unmasked Estep 
Score: -16299473.000000 Penalty: 3897.975342
	Iteration 35Q: 3 clusters Score -1.629947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 161399 members 
Entering Unmasked Estep 
Score: -16299476.000000 Penalty: 3897.975342
	Iteration 36Q: 3 clusters Score -1.629948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 161404 members 
Entering Unmasked Estep 
Score: -16299481.000000 Penalty: 3897.975342
	Iteration 37Q: 3 clusters Score -1.629948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 161410 members 
Entering Unmasked Estep 
Score: -16299477.000000 Penalty: 3897.975342
	Iteration 38Q: 3 clusters Score -1.629948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 161412 members 
Entering Unmasked Estep 
Score: -16299463.000000 Penalty: 3897.975342
	Iteration 39Q: 3 clusters Score -1.629946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 161413 members 
Entering Unmasked Estep 
Score: -16299468.000000 Penalty: 3897.975342
	Iteration 40F: 3 clusters Score -1.629947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 161417 members 
Entering Unmasked Estep 
Score: -16299465.000000 Penalty: 3897.975342
	Iteration 41Q: 3 clusters Score -1.629946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 161419 members 
Entering Unmasked Estep 
Score: -16299467.000000 Penalty: 3897.975342
	Iteration 42Q: 3 clusters Score -1.629947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 161422 members 
Entering Unmasked Estep 
Score: -16299468.000000 Penalty: 3897.975342
	Iteration 43Q: 3 clusters Score -1.629947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 161426 members 
Entering Unmasked Estep 
Score: -16299468.000000 Penalty: 3897.975342
	Iteration 44Q: 3 clusters Score -1.629947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 161429 members 
Entering Unmasked Estep 
Score: -16299468.000000 Penalty: 3897.975342
	Iteration 45Q: 3 clusters Score -1.629947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 161432 members 
Entering Unmasked Estep 
Score: -16299467.000000 Penalty: 3897.975342
	Iteration 46Q: 3 clusters Score -1.629947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 161433 members 
Entering Unmasked Estep 
Score: -16299465.000000 Penalty: 3897.975342
	Iteration 47Q: 3 clusters Score -1.629946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 161434 members 
Entering Unmasked Estep 
Score: -16299470.000000 Penalty: 3897.975342
	Iteration 48Q: 3 clusters Score -1.629947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 161433 members 
Entering Unmasked Estep 
Score: -16299465.000000 Penalty: 3897.975342
	Iteration 49Q: 3 clusters Score -1.629946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 161434 members 
Entering Unmasked Estep 
Score: -16299470.000000 Penalty: 3897.975342
	Iteration 50Q: 3 clusters Score -1.629947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 161434 members 
Entering Unmasked Estep 
Score: -16299470.000000 Penalty: 3897.975342
	Iteration 51F: 3 clusters Score -1.629947e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Entering Unmasked Estep 
Score: -93827.773438 Penalty: 1114.346069
	Iteration 0F: 2 clusters Score -93827.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -92432.078125 Penalty: 2228.692139
	Iteration 0F: 3 clusters Score -92432.08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -92669.476562 Penalty: 2228.692139
	Iteration 1F: 3 clusters Score -92669.48 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -92719.406250 Penalty: 2228.692139
	Iteration 2F: 3 clusters Score -92719.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -92744.984375 Penalty: 2228.692139
	Iteration 3Q: 3 clusters Score -92744.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -92760.632812 Penalty: 2228.692139
	Iteration 4Q: 3 clusters Score -92760.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -92770.875000 Penalty: 2228.692139
	Iteration 5Q: 3 clusters Score -92770.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -92778.093750 Penalty: 2228.692139
	Iteration 6Q: 3 clusters Score -92778.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92783.593750 Penalty: 2228.692139
	Iteration 7Q: 3 clusters Score -92783.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -92786.484375 Penalty: 2228.692139
	Iteration 8Q: 3 clusters Score -92786.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -92788.015625 Penalty: 2228.692139
	Iteration 9Q: 3 clusters Score -92788.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -92790.601562 Penalty: 2228.692139
	Iteration 10Q: 3 clusters Score -92790.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -92792.710938 Penalty: 2228.692139
	Iteration 11Q: 3 clusters Score -92792.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -92795.351562 Penalty: 2228.692139
	Iteration 12Q: 3 clusters Score -92795.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -92796.687500 Penalty: 2228.692139
	Iteration 13Q: 3 clusters Score -92796.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -92797.539062 Penalty: 2228.692139
	Iteration 14Q: 3 clusters Score -92797.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92798.156250 Penalty: 2228.692139
	Iteration 15Q: 3 clusters Score -92798.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -92799.257812 Penalty: 2228.692139
	Iteration 16Q: 3 clusters Score -92799.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -92799.257812 Penalty: 2228.692139
	Iteration 17F: 3 clusters Score -92799.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 22362 members 
Mstep: Class 3 contains 145356 members 
Mstep: Class 4 contains 44973 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16513 members 
Mstep: Class 9 contains 59592 members 
Mstep: Class 10 contains 85665 members 
Mstep: Class 11 contains 68579 members 
Mstep: Class 12 contains 165868 members 
Mstep: Class 13 contains 163264 members 
Mstep: Class 14 contains 18063 members 
Mstep: Class 15 contains 24517 members 
Mstep: Class 16 contains 13467 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 18 contains 138496 members 
Mstep: Class 20 contains 148760 members 
Mstep: Class 21 contains 161744 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975176.000000 Penalty: 43433.996094
Iteration 199Q: 20 clusters Score -1.279752e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 22352 members 
Mstep: Class 3 contains 145341 members 
Mstep: Class 4 contains 44974 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16515 members 
Mstep: Class 9 contains 59605 members 
Mstep: Class 10 contains 85646 members 
Mstep: Class 11 contains 68581 members 
Mstep: Class 12 contains 165866 members 
Mstep: Class 13 contains 163278 members 
Mstep: Class 14 contains 18037 members 
Mstep: Class 15 contains 24512 members 
Mstep: Class 16 contains 13457 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 138522 members 
Mstep: Class 20 contains 148770 members 
Mstep: Class 21 contains 161764 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975120.000000 Penalty: 43433.996094
Iteration 200F: 20 clusters Score -1.279751e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 22342 members 
Mstep: Class 3 contains 145336 members 
Mstep: Class 4 contains 44978 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16515 members 
Mstep: Class 9 contains 59614 members 
Mstep: Class 10 contains 85645 members 
Mstep: Class 11 contains 68575 members 
Mstep: Class 12 contains 165860 members 
Mstep: Class 13 contains 163290 members 
Mstep: Class 14 contains 18008 members 
Mstep: Class 15 contains 24499 members 
Mstep: Class 16 contains 13455 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 18 contains 138553 members 
Mstep: Class 20 contains 148779 members 
Mstep: Class 21 contains 161770 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975136.000000 Penalty: 43433.996094
Iteration 201Q: 20 clusters Score -1.279751e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 22329 members 
Mstep: Class 3 contains 145327 members 
Mstep: Class 4 contains 44981 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16513 members 
Mstep: Class 9 contains 59620 members 
Mstep: Class 10 contains 85641 members 
Mstep: Class 11 contains 68571 members 
Mstep: Class 12 contains 165864 members 
Mstep: Class 13 contains 163294 members 
Mstep: Class 14 contains 17981 members 
Mstep: Class 15 contains 24493 members 
Mstep: Class 16 contains 13458 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 18 contains 138575 members 
Mstep: Class 20 contains 148794 members 
Mstep: Class 21 contains 161778 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975264.000000 Penalty: 43433.996094
Iteration 202Q: 20 clusters Score -1.279753e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 22321 members 
Mstep: Class 3 contains 145316 members 
Mstep: Class 4 contains 44983 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16513 members 
Mstep: Class 9 contains 59621 members 
Mstep: Class 10 contains 85649 members 
Mstep: Class 11 contains 68571 members 
Mstep: Class 12 contains 165865 members 
Mstep: Class 13 contains 163299 members 
Mstep: Class 14 contains 17954 members 
Mstep: Class 15 contains 24483 members 
Mstep: Class 16 contains 13458 members 
Mstep: Class 17 contains 2378 members 
Mstep: Class 18 contains 138616 members 
Mstep: Class 20 contains 148806 members 
Mstep: Class 21 contains 161763 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975192.000000 Penalty: 43433.996094
Iteration 203Q: 20 clusters Score -1.279752e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 22318 members 
Mstep: Class 3 contains 145303 members 
Mstep: Class 4 contains 44978 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16517 members 
Mstep: Class 9 contains 59622 members 
Mstep: Class 10 contains 85662 members 
Mstep: Class 11 contains 68570 members 
Mstep: Class 12 contains 165857 members 
Mstep: Class 13 contains 163307 members 
Mstep: Class 14 contains 17929 members 
Mstep: Class 15 contains 24471 members 
Mstep: Class 16 contains 13456 members 
Mstep: Class 17 contains 2379 members 
Mstep: Class 18 contains 138661 members 
Mstep: Class 20 contains 148809 members 
Mstep: Class 21 contains 161757 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975128.000000 Penalty: 43433.996094
Iteration 204Q: 20 clusters Score -1.279751e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 22312 members 
Mstep: Class 3 contains 145276 members 
Mstep: Class 4 contains 44980 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16520 members 
Mstep: Class 9 contains 59628 members 
Mstep: Class 10 contains 85660 members 
Mstep: Class 11 contains 68579 members 
Mstep: Class 12 contains 165851 members 
Mstep: Class 13 contains 163317 members 
Mstep: Class 14 contains 17913 members 
Mstep: Class 15 contains 24464 members 
Mstep: Class 16 contains 13463 members 
Mstep: Class 17 contains 2381 members 
Mstep: Class 18 contains 138701 members 
Mstep: Class 20 contains 148819 members 
Mstep: Class 21 contains 161732 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975296.000000 Penalty: 43433.996094
Iteration 205Q: 20 clusters Score -1.279753e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 22311 members 
Mstep: Class 3 contains 145273 members 
Mstep: Class 4 contains 44984 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16519 members 
Mstep: Class 9 contains 59632 members 
Mstep: Class 10 contains 85673 members 
Mstep: Class 11 contains 68585 members 
Mstep: Class 12 contains 165841 members 
Mstep: Class 13 contains 163328 members 
Mstep: Class 14 contains 17893 members 
Mstep: Class 15 contains 24446 members 
Mstep: Class 16 contains 13462 members 
Mstep: Class 17 contains 2382 members 
Mstep: Class 18 contains 138727 members 
Mstep: Class 20 contains 148819 members 
Mstep: Class 21 contains 161722 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975336.000000 Penalty: 43433.996094
Iteration 206Q: 20 clusters Score -1.279753e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 22307 members 
Mstep: Class 3 contains 145259 members 
Mstep: Class 4 contains 44983 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16514 members 
Mstep: Class 9 contains 59629 members 
Mstep: Class 10 contains 85673 members 
Mstep: Class 11 contains 68586 members 
Mstep: Class 12 contains 165833 members 
Mstep: Class 13 contains 163337 members 
Mstep: Class 14 contains 17869 members 
Mstep: Class 15 contains 24441 members 
Mstep: Class 16 contains 13464 members 
Mstep: Class 17 contains 2382 members 
Mstep: Class 18 contains 138767 members 
Mstep: Class 20 contains 148823 members 
Mstep: Class 21 contains 161730 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975440.000000 Penalty: 43433.996094
Iteration 207Q: 20 clusters Score -1.279754e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 22303 members 
Mstep: Class 3 contains 145241 members 
Mstep: Class 4 contains 44984 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16515 members 
Mstep: Class 9 contains 59635 members 
Mstep: Class 10 contains 85681 members 
Mstep: Class 11 contains 68594 members 
Mstep: Class 12 contains 165814 members 
Mstep: Class 13 contains 163332 members 
Mstep: Class 14 contains 17844 members 
Mstep: Class 15 contains 24436 members 
Mstep: Class 16 contains 13464 members 
Mstep: Class 17 contains 2383 members 
Mstep: Class 18 contains 138797 members 
Mstep: Class 20 contains 148826 members 
Mstep: Class 21 contains 161748 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975520.000000 Penalty: 43433.996094
Iteration 208Q: 20 clusters Score -1.279755e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 22300 members 
Mstep: Class 3 contains 145225 members 
Mstep: Class 4 contains 44987 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16515 members 
Mstep: Class 9 contains 59637 members 
Mstep: Class 10 contains 85691 members 
Mstep: Class 11 contains 68594 members 
Mstep: Class 12 contains 165793 members 
Mstep: Class 13 contains 163347 members 
Mstep: Class 14 contains 17815 members 
Mstep: Class 15 contains 24425 members 
Mstep: Class 16 contains 13463 members 
Mstep: Class 17 contains 2384 members 
Mstep: Class 18 contains 138823 members 
Mstep: Class 20 contains 148834 members 
Mstep: Class 21 contains 161765 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975320.000000 Penalty: 43433.996094
Iteration 209Q: 20 clusters Score -1.279753e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 22299 members 
Mstep: Class 3 contains 145206 members 
Mstep: Class 4 contains 44991 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16512 members 
Mstep: Class 9 contains 59643 members 
Mstep: Class 10 contains 85711 members 
Mstep: Class 11 contains 68589 members 
Mstep: Class 12 contains 165776 members 
Mstep: Class 13 contains 163358 members 
Mstep: Class 14 contains 17787 members 
Mstep: Class 15 contains 24427 members 
Mstep: Class 16 contains 13462 members 
Mstep: Class 17 contains 2385 members 
Mstep: Class 18 contains 138843 members 
Mstep: Class 20 contains 148838 members 
Mstep: Class 21 contains 161772 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975408.000000 Penalty: 43433.996094
Iteration 210Q: 20 clusters Score -1.279754e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 22295 members 
Mstep: Class 3 contains 145199 members 
Mstep: Class 4 contains 44992 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16515 members 
Mstep: Class 9 contains 59645 members 
Mstep: Class 10 contains 85726 members 
Mstep: Class 11 contains 68583 members 
Mstep: Class 12 contains 165759 members 
Mstep: Class 13 contains 163361 members 
Mstep: Class 14 contains 17759 members 
Mstep: Class 15 contains 24422 members 
Mstep: Class 16 contains 13461 members 
Mstep: Class 17 contains 2387 members 
Mstep: Class 18 contains 138863 members 
Mstep: Class 20 contains 148851 members 
Mstep: Class 21 contains 161781 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975296.000000 Penalty: 43433.996094
Iteration 211Q: 20 clusters Score -1.279753e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 22292 members 
Mstep: Class 3 contains 145195 members 
Mstep: Class 4 contains 44990 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16515 members 
Mstep: Class 9 contains 59645 members 
Mstep: Class 10 contains 85744 members 
Mstep: Class 11 contains 68584 members 
Mstep: Class 12 contains 165749 members 
Mstep: Class 13 contains 163359 members 
Mstep: Class 14 contains 17734 members 
Mstep: Class 15 contains 24404 members 
Mstep: Class 16 contains 13457 members 
Mstep: Class 17 contains 2388 members 
Mstep: Class 18 contains 138890 members 
Mstep: Class 20 contains 148859 members 
Mstep: Class 21 contains 161794 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975160.000000 Penalty: 43433.996094
Iteration 212Q: 20 clusters Score -1.279752e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 22289 members 
Mstep: Class 3 contains 145188 members 
Mstep: Class 4 contains 44991 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16517 members 
Mstep: Class 9 contains 59646 members 
Mstep: Class 10 contains 85758 members 
Mstep: Class 11 contains 68584 members 
Mstep: Class 12 contains 165727 members 
Mstep: Class 13 contains 163365 members 
Mstep: Class 14 contains 17716 members 
Mstep: Class 15 contains 24386 members 
Mstep: Class 16 contains 13455 members 
Mstep: Class 17 contains 2388 members 
Mstep: Class 18 contains 138920 members 
Mstep: Class 20 contains 148862 members 
Mstep: Class 21 contains 161807 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975160.000000 Penalty: 43433.996094
Iteration 213Q: 20 clusters Score -1.279752e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 22286 members 
Mstep: Class 3 contains 145189 members 
Mstep: Class 4 contains 44991 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16520 members 
Mstep: Class 9 contains 59645 members 
Mstep: Class 10 contains 85762 members 
Mstep: Class 11 contains 68581 members 
Mstep: Class 12 contains 165709 members 
Mstep: Class 13 contains 163378 members 
Mstep: Class 14 contains 17698 members 
Mstep: Class 15 contains 24372 members 
Mstep: Class 16 contains 13454 members 
Mstep: Class 17 contains 2388 members 
Mstep: Class 18 contains 138949 members 
Mstep: Class 20 contains 148868 members 
Mstep: Class 21 contains 161809 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975216.000000 Penalty: 43433.996094
Iteration 214Q: 20 clusters Score -1.279752e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 22284 members 
Mstep: Class 3 contains 145191 members 
Mstep: Class 4 contains 44988 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16520 members 
Mstep: Class 9 contains 59647 members 
Mstep: Class 10 contains 85771 members 
Mstep: Class 11 contains 68584 members 
Mstep: Class 12 contains 165706 members 
Mstep: Class 13 contains 163377 members 
Mstep: Class 14 contains 17673 members 
Mstep: Class 15 contains 24351 members 
Mstep: Class 16 contains 13456 members 
Mstep: Class 17 contains 2388 members 
Mstep: Class 18 contains 138986 members 
Mstep: Class 20 contains 148870 members 
Mstep: Class 21 contains 161807 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975248.000000 Penalty: 43433.996094
Iteration 215Q: 20 clusters Score -1.279752e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 22282 members 
Mstep: Class 3 contains 145195 members 
Mstep: Class 4 contains 44985 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16522 members 
Mstep: Class 9 contains 59644 members 
Mstep: Class 10 contains 85776 members 
Mstep: Class 11 contains 68587 members 
Mstep: Class 12 contains 165700 members 
Mstep: Class 13 contains 163373 members 
Mstep: Class 14 contains 17646 members 
Mstep: Class 15 contains 24329 members 
Mstep: Class 16 contains 13463 members 
Mstep: Class 17 contains 2390 members 
Mstep: Class 18 contains 139009 members 
Mstep: Class 20 contains 148879 members 
Mstep: Class 21 contains 161819 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975200.000000 Penalty: 43433.996094
Iteration 216Q: 20 clusters Score -1.279752e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 22281 members 
Mstep: Class 3 contains 145195 members 
Mstep: Class 4 contains 44989 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16522 members 
Mstep: Class 9 contains 59646 members 
Mstep: Class 10 contains 85777 members 
Mstep: Class 11 contains 68587 members 
Mstep: Class 12 contains 165702 members 
Mstep: Class 13 contains 163377 members 
Mstep: Class 14 contains 17622 members 
Mstep: Class 15 contains 24300 members 
Mstep: Class 16 contains 13464 members 
Mstep: Class 17 contains 2391 members 
Mstep: Class 18 contains 139034 members 
Mstep: Class 20 contains 148877 members 
Mstep: Class 21 contains 161835 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975352.000000 Penalty: 43433.996094
Iteration 217Q: 20 clusters Score -1.279754e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 22276 members 
Mstep: Class 3 contains 145193 members 
Mstep: Class 4 contains 44992 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16521 members 
Mstep: Class 9 contains 59645 members 
Mstep: Class 10 contains 85773 members 
Mstep: Class 11 contains 68591 members 
Mstep: Class 12 contains 165697 members 
Mstep: Class 13 contains 163375 members 
Mstep: Class 14 contains 17607 members 
Mstep: Class 15 contains 24288 members 
Mstep: Class 16 contains 13468 members 
Mstep: Class 17 contains 2391 members 
Mstep: Class 18 contains 139061 members 
Mstep: Class 20 contains 148877 members 
Mstep: Class 21 contains 161844 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975336.000000 Penalty: 43433.996094
Iteration 218Q: 20 clusters Score -1.279753e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 22276 members 
Mstep: Class 3 contains 145190 members 
Mstep: Class 4 contains 44990 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16521 members 
Mstep: Class 9 contains 59642 members 
Mstep: Class 10 contains 85781 members 
Mstep: Class 11 contains 68595 members 
Mstep: Class 12 contains 165698 members 
Mstep: Class 13 contains 163372 members 
Mstep: Class 14 contains 17588 members 
Mstep: Class 15 contains 24280 members 
Mstep: Class 16 contains 13468 members 
Mstep: Class 17 contains 2390 members 
Mstep: Class 18 contains 139087 members 
Mstep: Class 20 contains 148877 members 
Mstep: Class 21 contains 161846 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975400.000000 Penalty: 43433.996094
Iteration 219Q: 20 clusters Score -1.279754e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 22275 members 
Mstep: Class 3 contains 145193 members 
Mstep: Class 4 contains 44996 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16521 members 
Mstep: Class 9 contains 59642 members 
Mstep: Class 10 contains 85785 members 
Mstep: Class 11 contains 68595 members 
Mstep: Class 12 contains 165700 members 
Mstep: Class 13 contains 163371 members 
Mstep: Class 14 contains 17570 members 
Mstep: Class 15 contains 24268 members 
Mstep: Class 16 contains 13468 members 
Mstep: Class 17 contains 2389 members 
Mstep: Class 18 contains 139107 members 
Mstep: Class 20 contains 148870 members 
Mstep: Class 21 contains 161852 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975328.000000 Penalty: 43433.996094
Iteration 220F: 20 clusters Score -1.279753e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 22272 members 
Mstep: Class 3 contains 145197 members 
Mstep: Class 4 contains 44998 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16522 members 
Mstep: Class 9 contains 59641 members 
Mstep: Class 10 contains 85793 members 
Mstep: Class 11 contains 68594 members 
Mstep: Class 12 contains 165700 members 
Mstep: Class 13 contains 163372 members 
Mstep: Class 14 contains 17555 members 
Mstep: Class 15 contains 24263 members 
Mstep: Class 16 contains 13473 members 
Mstep: Class 17 contains 2390 members 
Mstep: Class 18 contains 139120 members 
Mstep: Class 20 contains 148868 members 
Mstep: Class 21 contains 161846 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975264.000000 Penalty: 43433.996094
Iteration 221Q: 20 clusters Score -1.279753e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 22265 members 
Mstep: Class 3 contains 145201 members 
Mstep: Class 4 contains 44998 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16525 members 
Mstep: Class 9 contains 59640 members 
Mstep: Class 10 contains 85777 members 
Mstep: Class 11 contains 68602 members 
Mstep: Class 12 contains 165708 members 
Mstep: Class 13 contains 163374 members 
Mstep: Class 14 contains 17547 members 
Mstep: Class 15 contains 24255 members 
Mstep: Class 16 contains 13483 members 
Mstep: Class 17 contains 2391 members 
Mstep: Class 18 contains 139135 members 
Mstep: Class 20 contains 148873 members 
Mstep: Class 21 contains 161834 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975280.000000 Penalty: 43433.996094
Iteration 222Q: 20 clusters Score -1.279753e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 22260 members 
Mstep: Class 3 contains 145205 members 
Mstep: Class 4 contains 45002 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16527 members 
Mstep: Class 9 contains 59646 members 
Mstep: Class 10 contains 85765 members 
Mstep: Class 11 contains 68600 members 
Mstep: Class 12 contains 165711 members 
Mstep: Class 13 contains 163371 members 
Mstep: Class 14 contains 17536 members 
Mstep: Class 15 contains 24246 members 
Mstep: Class 16 contains 13491 members 
Mstep: Class 17 contains 2391 members 
Mstep: Class 18 contains 139160 members 
Mstep: Class 20 contains 148865 members 
Mstep: Class 21 contains 161835 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975232.000000 Penalty: 43433.996094
Iteration 223Q: 20 clusters Score -1.279752e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 22256 members 
Mstep: Class 3 contains 145205 members 
Mstep: Class 4 contains 45004 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16526 members 
Mstep: Class 9 contains 59650 members 
Mstep: Class 10 contains 85752 members 
Mstep: Class 11 contains 68597 members 
Mstep: Class 12 contains 165718 members 
Mstep: Class 13 contains 163370 members 
Mstep: Class 14 contains 17527 members 
Mstep: Class 15 contains 24235 members 
Mstep: Class 16 contains 13491 members 
Mstep: Class 17 contains 2391 members 
Mstep: Class 18 contains 139183 members 
Mstep: Class 20 contains 148864 members 
Mstep: Class 21 contains 161844 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975296.000000 Penalty: 43433.996094
Iteration 224Q: 20 clusters Score -1.279753e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 22258 members 
Mstep: Class 3 contains 145199 members 
Mstep: Class 4 contains 45007 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16526 members 
Mstep: Class 9 contains 59654 members 
Mstep: Class 10 contains 85752 members 
Mstep: Class 11 contains 68598 members 
Mstep: Class 12 contains 165717 members 
Mstep: Class 13 contains 163371 members 
Mstep: Class 14 contains 17517 members 
Mstep: Class 15 contains 24222 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 2391 members 
Mstep: Class 18 contains 139204 members 
Mstep: Class 20 contains 148864 members 
Mstep: Class 21 contains 161843 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975312.000000 Penalty: 43433.996094
Iteration 225Q: 20 clusters Score -1.279753e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 22258 members 
Mstep: Class 3 contains 145200 members 
Mstep: Class 4 contains 45012 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16527 members 
Mstep: Class 9 contains 59654 members 
Mstep: Class 10 contains 85746 members 
Mstep: Class 11 contains 68599 members 
Mstep: Class 12 contains 165726 members 
Mstep: Class 13 contains 163374 members 
Mstep: Class 14 contains 17506 members 
Mstep: Class 15 contains 24211 members 
Mstep: Class 16 contains 13497 members 
Mstep: Class 17 contains 2391 members 
Mstep: Class 18 contains 139218 members 
Mstep: Class 20 contains 148862 members 
Mstep: Class 21 contains 161839 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975216.000000 Penalty: 43433.996094
Iteration 226Q: 20 clusters Score -1.279752e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 22255 members 
Mstep: Class 3 contains 145199 members 
Mstep: Class 4 contains 45016 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16525 members 
Mstep: Class 9 contains 59652 members 
Mstep: Class 10 contains 85745 members 
Mstep: Class 11 contains 68601 members 
Mstep: Class 12 contains 165729 members 
Mstep: Class 13 contains 163375 members 
Mstep: Class 14 contains 17494 members 
Mstep: Class 15 contains 24203 members 
Mstep: Class 16 contains 13498 members 
Mstep: Class 17 contains 2391 members 
Mstep: Class 18 contains 139243 members 
Mstep: Class 20 contains 148859 members 
Mstep: Class 21 contains 161836 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975296.000000 Penalty: 43433.996094
Iteration 227Q: 20 clusters Score -1.279753e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 22254 members 
Mstep: Class 3 contains 145194 members 
Mstep: Class 4 contains 45022 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16528 members 
Mstep: Class 9 contains 59650 members 
Mstep: Class 10 contains 85761 members 
Mstep: Class 11 contains 68600 members 
Mstep: Class 12 contains 165733 members 
Mstep: Class 13 contains 163370 members 
Mstep: Class 14 contains 17477 members 
Mstep: Class 15 contains 24188 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 139269 members 
Mstep: Class 20 contains 148859 members 
Mstep: Class 21 contains 161828 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975264.000000 Penalty: 43433.996094
Iteration 228Q: 20 clusters Score -1.279753e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 22254 members 
Mstep: Class 3 contains 145185 members 
Mstep: Class 4 contains 45027 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16529 members 
Mstep: Class 9 contains 59653 members 
Mstep: Class 10 contains 85780 members 
Mstep: Class 11 contains 68601 members 
Mstep: Class 12 contains 165732 members 
Mstep: Class 13 contains 163366 members 
Mstep: Class 14 contains 17460 members 
Mstep: Class 15 contains 24182 members 
Mstep: Class 16 contains 13492 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 139287 members 
Mstep: Class 20 contains 148858 members 
Mstep: Class 21 contains 161824 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975240.000000 Penalty: 43433.996094
Iteration 229Q: 20 clusters Score -1.279752e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 22252 members 
Mstep: Class 3 contains 145173 members 
Mstep: Class 4 contains 45033 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16528 members 
Mstep: Class 9 contains 59654 members 
Mstep: Class 10 contains 85780 members 
Mstep: Class 11 contains 68603 members 
Mstep: Class 12 contains 165735 members 
Mstep: Class 13 contains 163369 members 
Mstep: Class 14 contains 17450 members 
Mstep: Class 15 contains 24172 members 
Mstep: Class 16 contains 13490 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 139311 members 
Mstep: Class 20 contains 148857 members 
Mstep: Class 21 contains 161823 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975304.000000 Penalty: 43433.996094
Iteration 230Q: 20 clusters Score -1.279753e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 22253 members 
Mstep: Class 3 contains 145158 members 
Mstep: Class 4 contains 45036 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16528 members 
Mstep: Class 9 contains 59652 members 
Mstep: Class 10 contains 85784 members 
Mstep: Class 11 contains 68602 members 
Mstep: Class 12 contains 165735 members 
Mstep: Class 13 contains 163370 members 
Mstep: Class 14 contains 17444 members 
Mstep: Class 15 contains 24163 members 
Mstep: Class 16 contains 13486 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 139340 members 
Mstep: Class 20 contains 148858 members 
Mstep: Class 21 contains 161821 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975248.000000 Penalty: 43433.996094
Iteration 231Q: 20 clusters Score -1.279752e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 22252 members 
Mstep: Class 3 contains 145143 members 
Mstep: Class 4 contains 45037 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16530 members 
Mstep: Class 9 contains 59652 members 
Mstep: Class 10 contains 85783 members 
Mstep: Class 11 contains 68606 members 
Mstep: Class 12 contains 165737 members 
Mstep: Class 13 contains 163368 members 
Mstep: Class 14 contains 17436 members 
Mstep: Class 15 contains 24157 members 
Mstep: Class 16 contains 13486 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 139372 members 
Mstep: Class 20 contains 148857 members 
Mstep: Class 21 contains 161815 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975264.000000 Penalty: 43433.996094
Iteration 232Q: 20 clusters Score -1.279753e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 22248 members 
Mstep: Class 3 contains 145136 members 
Mstep: Class 4 contains 45038 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16529 members 
Mstep: Class 9 contains 59651 members 
Mstep: Class 10 contains 85788 members 
Mstep: Class 11 contains 68609 members 
Mstep: Class 12 contains 165736 members 
Mstep: Class 13 contains 163367 members 
Mstep: Class 14 contains 17428 members 
Mstep: Class 15 contains 24146 members 
Mstep: Class 16 contains 13491 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 139406 members 
Mstep: Class 20 contains 148852 members 
Mstep: Class 21 contains 161807 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975288.000000 Penalty: 43433.996094
Iteration 233Q: 20 clusters Score -1.279753e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 22244 members 
Mstep: Class 3 contains 145126 members 
Mstep: Class 4 contains 45036 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16526 members 
Mstep: Class 9 contains 59652 members 
Mstep: Class 10 contains 85788 members 
Mstep: Class 11 contains 68615 members 
Mstep: Class 12 contains 165734 members 
Mstep: Class 13 contains 163367 members 
Mstep: Class 14 contains 17422 members 
Mstep: Class 15 contains 24133 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 139435 members 
Mstep: Class 20 contains 148845 members 
Mstep: Class 21 contains 161815 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975408.000000 Penalty: 43433.996094
Iteration 234Q: 20 clusters Score -1.279754e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 22243 members 
Mstep: Class 3 contains 145114 members 
Mstep: Class 4 contains 45035 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16525 members 
Mstep: Class 9 contains 59655 members 
Mstep: Class 10 contains 85789 members 
Mstep: Class 11 contains 68615 members 
Mstep: Class 12 contains 165731 members 
Mstep: Class 13 contains 163373 members 
Mstep: Class 14 contains 17419 members 
Mstep: Class 15 contains 24123 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 139466 members 
Mstep: Class 20 contains 148843 members 
Mstep: Class 21 contains 161809 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975416.000000 Penalty: 43433.996094
Iteration 235Q: 20 clusters Score -1.279754e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 22243 members 
Mstep: Class 3 contains 145106 members 
Mstep: Class 4 contains 45030 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16525 members 
Mstep: Class 9 contains 59656 members 
Mstep: Class 10 contains 85798 members 
Mstep: Class 11 contains 68619 members 
Mstep: Class 12 contains 165728 members 
Mstep: Class 13 contains 163372 members 
Mstep: Class 14 contains 17414 members 
Mstep: Class 15 contains 24105 members 
Mstep: Class 16 contains 13498 members 
Mstep: Class 17 contains 2393 members 
Mstep: Class 18 contains 139494 members 
Mstep: Class 20 contains 148844 members 
Mstep: Class 21 contains 161808 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975312.000000 Penalty: 43433.996094
Iteration 236Q: 20 clusters Score -1.279753e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 22242 members 
Mstep: Class 3 contains 145096 members 
Mstep: Class 4 contains 45031 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16524 members 
Mstep: Class 9 contains 59658 members 
Mstep: Class 10 contains 85811 members 
Mstep: Class 11 contains 68623 members 
Mstep: Class 12 contains 165730 members 
Mstep: Class 13 contains 163367 members 
Mstep: Class 14 contains 17404 members 
Mstep: Class 15 contains 24093 members 
Mstep: Class 16 contains 13501 members 
Mstep: Class 17 contains 2393 members 
Mstep: Class 18 contains 139527 members 
Mstep: Class 20 contains 148839 members 
Mstep: Class 21 contains 161797 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975392.000000 Penalty: 43433.996094
Iteration 237Q: 20 clusters Score -1.279754e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 22238 members 
Mstep: Class 3 contains 145089 members 
Mstep: Class 4 contains 45033 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16524 members 
Mstep: Class 9 contains 59659 members 
Mstep: Class 10 contains 85823 members 
Mstep: Class 11 contains 68624 members 
Mstep: Class 12 contains 165724 members 
Mstep: Class 13 contains 163373 members 
Mstep: Class 14 contains 17393 members 
Mstep: Class 15 contains 24076 members 
Mstep: Class 16 contains 13507 members 
Mstep: Class 17 contains 2394 members 
Mstep: Class 18 contains 139556 members 
Mstep: Class 20 contains 148840 members 
Mstep: Class 21 contains 161786 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975296.000000 Penalty: 43433.996094
Iteration 238Q: 20 clusters Score -1.279753e+08 nChanged 135
Entering ConstructFrom: 
Score: -127975296.000000 Penalty: 43433.996094
Entering ConstructFrom: 
Trying to split cluster 1 (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: -324212.281250 Penalty: 1326.223389
	Iteration 0F: 2 clusters Score -324212.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -321216.187500 Penalty: 2652.446777
	Iteration 0F: 3 clusters Score -321216.2 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -322060.812500 Penalty: 2652.446777
	Iteration 1F: 3 clusters Score -322060.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -322298.500000 Penalty: 2652.446777
	Iteration 2F: 3 clusters Score -322298.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -322547.062500 Penalty: 2652.446777
	Iteration 3F: 3 clusters Score -322547.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -322821.406250 Penalty: 2652.446777
	Iteration 4F: 3 clusters Score -322821.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -323066.437500 Penalty: 2652.446777
	Iteration 5F: 3 clusters Score -323066.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -323286.468750 Penalty: 2652.446777
	Iteration 6F: 3 clusters Score -323286.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -323432.375000 Penalty: 2652.446777
	Iteration 7Q: 3 clusters Score -323432.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -323546.750000 Penalty: 2652.446777
	Iteration 8Q: 3 clusters Score -323546.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -323632.343750 Penalty: 2652.446777
	Iteration 9Q: 3 clusters Score -323632.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -323693.656250 Penalty: 2652.446777
	Iteration 10Q: 3 clusters Score -323693.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -323745.437500 Penalty: 2652.446777
	Iteration 11Q: 3 clusters Score -323745.4 nChanged 40
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: -323774.500000 Penalty: 2652.446777
	Iteration 12Q: 3 clusters Score -323774.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -323788.781250 Penalty: 2652.446777
	Iteration 13Q: 3 clusters Score -323788.8 nChanged 18
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: -323795.187500 Penalty: 2652.446777
	Iteration 14Q: 3 clusters Score -323795.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -323800.375000 Penalty: 2652.446777
	Iteration 15Q: 3 clusters Score -323800.4 nChanged 12
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: -323803.781250 Penalty: 2652.446777
	Iteration 16Q: 3 clusters Score -323803.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -323806.625000 Penalty: 2652.446777
	Iteration 17Q: 3 clusters Score -323806.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -323810.656250 Penalty: 2652.446777
	Iteration 18Q: 3 clusters Score -323810.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -323812.718750 Penalty: 2652.446777
	Iteration 19Q: 3 clusters Score -323812.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -323814.687500 Penalty: 2652.446777
	Iteration 20F: 3 clusters Score -323814.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -323815.906250 Penalty: 2652.446777
	Iteration 21Q: 3 clusters Score -323815.9 nChanged 3
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: -323817.281250 Penalty: 2652.446777
	Iteration 22Q: 3 clusters Score -323817.3 nChanged 5
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: -323818.250000 Penalty: 2652.446777
	Iteration 23Q: 3 clusters Score -323818.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -323818.281250 Penalty: 2652.446777
	Iteration 24Q: 3 clusters Score -323818.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -323819.125000 Penalty: 2652.446777
	Iteration 25Q: 3 clusters Score -323819.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -323819.125000 Penalty: 2652.446777
	Iteration 26F: 3 clusters Score -323819.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Entering Unmasked Estep 
Score: -2160548.750000 Penalty: 1626.538574
	Iteration 0F: 2 clusters Score -2160549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2145576.000000 Penalty: 3253.077148
	Iteration 0F: 3 clusters Score -2145576 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2151088.500000 Penalty: 3253.077148
	Iteration 1F: 3 clusters Score -2151088 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2151431.250000 Penalty: 3253.077148
	Iteration 2Q: 3 clusters Score -2151431 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2151804.750000 Penalty: 3253.077148
	Iteration 3Q: 3 clusters Score -2151805 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2152175.500000 Penalty: 3253.077148
	Iteration 4Q: 3 clusters Score -2152176 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2152577.000000 Penalty: 3253.077148
	Iteration 5Q: 3 clusters Score -2152577 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2153042.250000 Penalty: 3253.077148
	Iteration 6Q: 3 clusters Score -2153042 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2153533.500000 Penalty: 3253.077148
	Iteration 7Q: 3 clusters Score -2153534 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2154158.000000 Penalty: 3253.077148
	Iteration 8Q: 3 clusters Score -2154158 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2154792.250000 Penalty: 3253.077148
	Iteration 9Q: 3 clusters Score -2154792 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2155305.750000 Penalty: 3253.077148
	Iteration 10Q: 3 clusters Score -2155306 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2155624.250000 Penalty: 3253.077148
	Iteration 11Q: 3 clusters Score -2155624 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2155799.750000 Penalty: 3253.077148
	Iteration 12Q: 3 clusters Score -2155800 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2155908.500000 Penalty: 3253.077148
	Iteration 13Q: 3 clusters Score -2155908 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2155993.750000 Penalty: 3253.077148
	Iteration 14Q: 3 clusters Score -2155994 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2156055.500000 Penalty: 3253.077148
	Iteration 15Q: 3 clusters Score -2156056 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2156096.750000 Penalty: 3253.077148
	Iteration 16Q: 3 clusters Score -2156097 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2156148.000000 Penalty: 3253.077148
	Iteration 17Q: 3 clusters Score -2156148 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2156208.500000 Penalty: 3253.077148
	Iteration 18Q: 3 clusters Score -2156208 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2156277.000000 Penalty: 3253.077148
	Iteration 19Q: 3 clusters Score -2156277 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2156366.500000 Penalty: 3253.077148
	Iteration 20F: 3 clusters Score -2156366 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2156474.500000 Penalty: 3253.077148
	Iteration 21Q: 3 clusters Score -2156474 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2156579.250000 Penalty: 3253.077148
	Iteration 22Q: 3 clusters Score -2156579 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2156700.000000 Penalty: 3253.077148
	Iteration 23Q: 3 clusters Score -2156700 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2156843.000000 Penalty: 3253.077148
	Iteration 24Q: 3 clusters Score -2156843 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2157014.750000 Penalty: 3253.077148
	Iteration 25Q: 3 clusters Score -2157015 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2157226.000000 Penalty: 3253.077148
	Iteration 26Q: 3 clusters Score -2157226 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2157475.750000 Penalty: 3253.077148
	Iteration 27Q: 3 clusters Score -2157476 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2157766.750000 Penalty: 3253.077148
	Iteration 28Q: 3 clusters Score -2157767 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2158086.000000 Penalty: 3253.077148
	Iteration 29Q: 3 clusters Score -2158086 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2158387.750000 Penalty: 3253.077148
	Iteration 30Q: 3 clusters Score -2158388 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2158619.500000 Penalty: 3253.077148
	Iteration 31Q: 3 clusters Score -2158620 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2158805.750000 Penalty: 3253.077148
	Iteration 32Q: 3 clusters Score -2158806 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2158964.500000 Penalty: 3253.077148
	Iteration 33Q: 3 clusters Score -2158964 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2159051.750000 Penalty: 3253.077148
	Iteration 34Q: 3 clusters Score -2159052 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2159110.000000 Penalty: 3253.077148
	Iteration 35Q: 3 clusters Score -2159110 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2159166.000000 Penalty: 3253.077148
	Iteration 36Q: 3 clusters Score -2159166 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2159203.500000 Penalty: 3253.077148
	Iteration 37Q: 3 clusters Score -2159204 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2159223.500000 Penalty: 3253.077148
	Iteration 38Q: 3 clusters Score -2159224 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2159247.750000 Penalty: 3253.077148
	Iteration 39Q: 3 clusters Score -2159248 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2159263.750000 Penalty: 3253.077148
	Iteration 40F: 3 clusters Score -2159264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2159280.250000 Penalty: 3253.077148
	Iteration 41Q: 3 clusters Score -2159280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2159289.250000 Penalty: 3253.077148
	Iteration 42Q: 3 clusters Score -2159289 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2159296.500000 Penalty: 3253.077148
	Iteration 43Q: 3 clusters Score -2159296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2159305.000000 Penalty: 3253.077148
	Iteration 44Q: 3 clusters Score -2159305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -2159308.750000 Penalty: 3253.077148
	Iteration 45Q: 3 clusters Score -2159309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2159309.750000 Penalty: 3253.077148
	Iteration 46Q: 3 clusters Score -2159310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2159317.250000 Penalty: 3253.077148
	Iteration 47Q: 3 clusters Score -2159317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2159318.500000 Penalty: 3253.077148
	Iteration 48Q: 3 clusters Score -2159318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2159322.000000 Penalty: 3253.077148
	Iteration 49Q: 3 clusters Score -2159322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2159323.500000 Penalty: 3253.077148
	Iteration 50Q: 3 clusters Score -2159324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2159327.500000 Penalty: 3253.077148
	Iteration 51Q: 3 clusters Score -2159328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2159326.250000 Penalty: 3253.077148
	Iteration 52Q: 3 clusters Score -2159326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2159337.000000 Penalty: 3253.077148
	Iteration 53Q: 3 clusters Score -2159337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2159335.250000 Penalty: 3253.077148
	Iteration 54Q: 3 clusters Score -2159335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2159335.750000 Penalty: 3253.077148
	Iteration 55Q: 3 clusters Score -2159336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -2159335.250000 Penalty: 3253.077148
	Iteration 56Q: 3 clusters Score -2159335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2159339.250000 Penalty: 3253.077148
	Iteration 57Q: 3 clusters Score -2159339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -2159338.000000 Penalty: 3253.077148
	Iteration 58Q: 3 clusters Score -2159338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2159341.500000 Penalty: 3253.077148
	Iteration 59Q: 3 clusters Score -2159342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2159340.750000 Penalty: 3253.077148
	Iteration 60F: 3 clusters Score -2159341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2159339.000000 Penalty: 3253.077148
	Iteration 61Q: 3 clusters Score -2159339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -2159337.500000 Penalty: 3253.077148
	Iteration 62Q: 3 clusters Score -2159338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2159340.500000 Penalty: 3253.077148
	Iteration 63Q: 3 clusters Score -2159340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -2159343.000000 Penalty: 3253.077148
	Iteration 64Q: 3 clusters Score -2159343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -2159344.500000 Penalty: 3253.077148
	Iteration 65Q: 3 clusters Score -2159344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2159342.000000 Penalty: 3253.077148
	Iteration 66Q: 3 clusters Score -2159342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2159343.750000 Penalty: 3253.077148
	Iteration 67Q: 3 clusters Score -2159344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2159344.250000 Penalty: 3253.077148
	Iteration 68Q: 3 clusters Score -2159344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2159343.500000 Penalty: 3253.077148
	Iteration 69Q: 3 clusters Score -2159344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2159344.000000 Penalty: 3253.077148
	Iteration 70Q: 3 clusters Score -2159344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2159345.000000 Penalty: 3253.077148
	Iteration 71Q: 3 clusters Score -2159345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2159348.250000 Penalty: 3253.077148
	Iteration 72Q: 3 clusters Score -2159348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2159350.500000 Penalty: 3253.077148
	Iteration 73Q: 3 clusters Score -2159350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2159346.500000 Penalty: 3253.077148
	Iteration 74Q: 3 clusters Score -2159346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2159347.750000 Penalty: 3253.077148
	Iteration 75Q: 3 clusters Score -2159348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -2159357.000000 Penalty: 3253.077148
	Iteration 76Q: 3 clusters Score -2159357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2159355.750000 Penalty: 3253.077148
	Iteration 77Q: 3 clusters Score -2159356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2159358.250000 Penalty: 3253.077148
	Iteration 78Q: 3 clusters Score -2159358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2159356.250000 Penalty: 3253.077148
	Iteration 79Q: 3 clusters Score -2159356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2159360.750000 Penalty: 3253.077148
	Iteration 80F: 3 clusters Score -2159361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2159356.500000 Penalty: 3253.077148
	Iteration 81Q: 3 clusters Score -2159356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2159357.500000 Penalty: 3253.077148
	Iteration 82Q: 3 clusters Score -2159358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2159358.250000 Penalty: 3253.077148
	Iteration 83Q: 3 clusters Score -2159358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2159360.000000 Penalty: 3253.077148
	Iteration 84Q: 3 clusters Score -2159360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -2159359.750000 Penalty: 3253.077148
	Iteration 85Q: 3 clusters Score -2159360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2159360.500000 Penalty: 3253.077148
	Iteration 86Q: 3 clusters Score -2159360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -2159364.000000 Penalty: 3253.077148
	Iteration 87Q: 3 clusters Score -2159364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2159360.750000 Penalty: 3253.077148
	Iteration 88Q: 3 clusters Score -2159361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2159360.750000 Penalty: 3253.077148
	Iteration 89F: 3 clusters Score -2159361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (145080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145080 members 
Entering Unmasked Estep 
Score: -14821495.000000 Penalty: 1931.319092
	Iteration 0F: 2 clusters Score -1.48215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72408 members 
Mstep: Class 2 contains 72672 members 
Entering Unmasked Estep 
Score: -14725543.000000 Penalty: 3862.638184
	Iteration 0F: 3 clusters Score -1.472554e+07 nChanged 69919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67161 members 
Mstep: Class 2 contains 77919 members 
Entering Unmasked Estep 
Score: -14767682.000000 Penalty: 3862.638184
	Iteration 1F: 3 clusters Score -1.476768e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63612 members 
Mstep: Class 2 contains 81468 members 
Entering Unmasked Estep 
Score: -14770026.000000 Penalty: 3862.638184
	Iteration 2Q: 3 clusters Score -1.477003e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58476 members 
Mstep: Class 2 contains 86604 members 
Entering Unmasked Estep 
Score: -14773834.000000 Penalty: 3862.638184
	Iteration 3F: 3 clusters Score -1.477383e+07 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51556 members 
Mstep: Class 2 contains 93524 members 
Entering Unmasked Estep 
Score: -14779660.000000 Penalty: 3862.638184
	Iteration 4F: 3 clusters Score -1.477966e+07 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 102070 members 
Entering Unmasked Estep 
Score: -14787418.000000 Penalty: 3862.638184
	Iteration 5F: 3 clusters Score -1.478742e+07 nChanged 11396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 111456 members 
Entering Unmasked Estep 
Score: -14796237.000000 Penalty: 3862.638184
	Iteration 6F: 3 clusters Score -1.479624e+07 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 120597 members 
Entering Unmasked Estep 
Score: -14804580.000000 Penalty: 3862.638184
	Iteration 7F: 3 clusters Score -1.480458e+07 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 128460 members 
Entering Unmasked Estep 
Score: -14811267.000000 Penalty: 3862.638184
	Iteration 8F: 3 clusters Score -1.481127e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 134127 members 
Entering Unmasked Estep 
Score: -14815455.000000 Penalty: 3862.638184
	Iteration 9Q: 3 clusters Score -1.481546e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 137872 members 
Entering Unmasked Estep 
Score: -14817986.000000 Penalty: 3862.638184
	Iteration 10Q: 3 clusters Score -1.481799e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 140203 members 
Entering Unmasked Estep 
Score: -14819271.000000 Penalty: 3862.638184
	Iteration 11Q: 3 clusters Score -1.481927e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 141590 members 
Entering Unmasked Estep 
Score: -14819784.000000 Penalty: 3862.638184
	Iteration 12Q: 3 clusters Score -1.481978e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 142410 members 
Entering Unmasked Estep 
Score: -14820098.000000 Penalty: 3862.638184
	Iteration 13Q: 3 clusters Score -1.48201e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 142921 members 
Entering Unmasked Estep 
Score: -14820193.000000 Penalty: 3862.638184
	Iteration 14Q: 3 clusters Score -1.482019e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 143236 members 
Entering Unmasked Estep 
Score: -14820319.000000 Penalty: 3862.638184
	Iteration 15Q: 3 clusters Score -1.482032e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 143453 members 
Entering Unmasked Estep 
Score: -14820349.000000 Penalty: 3862.638184
	Iteration 16Q: 3 clusters Score -1.482035e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 143592 members 
Entering Unmasked Estep 
Score: -14820324.000000 Penalty: 3862.638184
	Iteration 17Q: 3 clusters Score -1.482032e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 143679 members 
Entering Unmasked Estep 
Score: -14820305.000000 Penalty: 3862.638184
	Iteration 18Q: 3 clusters Score -1.48203e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 143740 members 
Entering Unmasked Estep 
Score: -14820321.000000 Penalty: 3862.638184
	Iteration 19Q: 3 clusters Score -1.482032e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 143793 members 
Entering Unmasked Estep 
Score: -14820356.000000 Penalty: 3862.638184
	Iteration 20F: 3 clusters Score -1.482036e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 143832 members 
Entering Unmasked Estep 
Score: -14820351.000000 Penalty: 3862.638184
	Iteration 21Q: 3 clusters Score -1.482035e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 143864 members 
Entering Unmasked Estep 
Score: -14820350.000000 Penalty: 3862.638184
	Iteration 22Q: 3 clusters Score -1.482035e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 143889 members 
Entering Unmasked Estep 
Score: -14820363.000000 Penalty: 3862.638184
	Iteration 23Q: 3 clusters Score -1.482036e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 143910 members 
Entering Unmasked Estep 
Score: -14820355.000000 Penalty: 3862.638184
	Iteration 24Q: 3 clusters Score -1.482036e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 143928 members 
Entering Unmasked Estep 
Score: -14820363.000000 Penalty: 3862.638184
	Iteration 25Q: 3 clusters Score -1.482036e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 143945 members 
Entering Unmasked Estep 
Score: -14820367.000000 Penalty: 3862.638184
	Iteration 26Q: 3 clusters Score -1.482037e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 143961 members 
Entering Unmasked Estep 
Score: -14820367.000000 Penalty: 3862.638184
	Iteration 27Q: 3 clusters Score -1.482037e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 143973 members 
Entering Unmasked Estep 
Score: -14820359.000000 Penalty: 3862.638184
	Iteration 28Q: 3 clusters Score -1.482036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 143981 members 
Entering Unmasked Estep 
Score: -14820362.000000 Penalty: 3862.638184
	Iteration 29Q: 3 clusters Score -1.482036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 143987 members 
Entering Unmasked Estep 
Score: -14820372.000000 Penalty: 3862.638184
	Iteration 30Q: 3 clusters Score -1.482037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 143992 members 
Entering Unmasked Estep 
Score: -14820365.000000 Penalty: 3862.638184
	Iteration 31Q: 3 clusters Score -1.482036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 143995 members 
Entering Unmasked Estep 
Score: -14820372.000000 Penalty: 3862.638184
	Iteration 32Q: 3 clusters Score -1.482037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 143999 members 
Entering Unmasked Estep 
Score: -14820364.000000 Penalty: 3862.638184
	Iteration 33Q: 3 clusters Score -1.482036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 144001 members 
Entering Unmasked Estep 
Score: -14820372.000000 Penalty: 3862.638184
	Iteration 34Q: 3 clusters Score -1.482037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 144002 members 
Entering Unmasked Estep 
Score: -14820379.000000 Penalty: 3862.638184
	Iteration 35Q: 3 clusters Score -1.482038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 144002 members 
Entering Unmasked Estep 
Score: -14820379.000000 Penalty: 3862.638184
	Iteration 36F: 3 clusters Score -1.482038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Entering Unmasked Estep 
Score: -4582148.000000 Penalty: 1741.219238
	Iteration 0F: 2 clusters Score -4582148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -4551958.000000 Penalty: 3482.438477
	Iteration 0F: 3 clusters Score -4551958 nChanged 21060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -4564110.500000 Penalty: 3482.438477
	Iteration 1F: 3 clusters Score -4564110 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -4564891.500000 Penalty: 3482.438477
	Iteration 2Q: 3 clusters Score -4564892 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -4566349.500000 Penalty: 3482.438477
	Iteration 3F: 3 clusters Score -4566350 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -4568755.000000 Penalty: 3482.438477
	Iteration 4F: 3 clusters Score -4568755 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -4572198.500000 Penalty: 3482.438477
	Iteration 5F: 3 clusters Score -4572198 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -4575782.000000 Penalty: 3482.438477
	Iteration 6F: 3 clusters Score -4575782 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -4578362.000000 Penalty: 3482.438477
	Iteration 7F: 3 clusters Score -4578362 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -4579592.500000 Penalty: 3482.438477
	Iteration 8Q: 3 clusters Score -4579592 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -4580134.500000 Penalty: 3482.438477
	Iteration 9Q: 3 clusters Score -4580134 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -4580351.000000 Penalty: 3482.438477
	Iteration 10Q: 3 clusters Score -4580351 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -4580487.500000 Penalty: 3482.438477
	Iteration 11Q: 3 clusters Score -4580488 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -4580550.500000 Penalty: 3482.438477
	Iteration 12Q: 3 clusters Score -4580550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -4580569.000000 Penalty: 3482.438477
	Iteration 13Q: 3 clusters Score -4580569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -4580591.000000 Penalty: 3482.438477
	Iteration 14Q: 3 clusters Score -4580591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -4580601.000000 Penalty: 3482.438477
	Iteration 15Q: 3 clusters Score -4580601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -4580611.500000 Penalty: 3482.438477
	Iteration 16Q: 3 clusters Score -4580612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -4580625.500000 Penalty: 3482.438477
	Iteration 17Q: 3 clusters Score -4580626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -4580632.000000 Penalty: 3482.438477
	Iteration 18Q: 3 clusters Score -4580632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -4580636.000000 Penalty: 3482.438477
	Iteration 19Q: 3 clusters Score -4580636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -4580644.500000 Penalty: 3482.438477
	Iteration 20F: 3 clusters Score -4580644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -4580653.000000 Penalty: 3482.438477
	Iteration 21Q: 3 clusters Score -4580653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -4580661.500000 Penalty: 3482.438477
	Iteration 22Q: 3 clusters Score -4580662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -4580660.500000 Penalty: 3482.438477
	Iteration 23Q: 3 clusters Score -4580660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -4580663.500000 Penalty: 3482.438477
	Iteration 24Q: 3 clusters Score -4580664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -4580668.500000 Penalty: 3482.438477
	Iteration 25Q: 3 clusters Score -4580668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -4580669.000000 Penalty: 3482.438477
	Iteration 26Q: 3 clusters Score -4580669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -4580669.000000 Penalty: 3482.438477
	Iteration 27Q: 3 clusters Score -4580669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -4580669.000000 Penalty: 3482.438477
	Iteration 28F: 3 clusters Score -4580669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Entering Unmasked Estep 
Score: -283784.968750 Penalty: 1284.454468
	Iteration 0F: 2 clusters Score -283785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -281217.281250 Penalty: 2568.908936
	Iteration 0F: 3 clusters Score -281217.3 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -281804.875000 Penalty: 2568.908936
	Iteration 1F: 3 clusters Score -281804.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -281905.218750 Penalty: 2568.908936
	Iteration 2F: 3 clusters Score -281905.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -281968.156250 Penalty: 2568.908936
	Iteration 3Q: 3 clusters Score -281968.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -282013.781250 Penalty: 2568.908936
	Iteration 4Q: 3 clusters Score -282013.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -282043.125000 Penalty: 2568.908936
	Iteration 5Q: 3 clusters Score -282043.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -282068.031250 Penalty: 2568.908936
	Iteration 6Q: 3 clusters Score -282068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -282092.343750 Penalty: 2568.908936
	Iteration 7Q: 3 clusters Score -282092.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -282107.500000 Penalty: 2568.908936
	Iteration 8Q: 3 clusters Score -282107.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -282116.437500 Penalty: 2568.908936
	Iteration 9Q: 3 clusters Score -282116.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -282124.343750 Penalty: 2568.908936
	Iteration 10Q: 3 clusters Score -282124.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -282130.187500 Penalty: 2568.908936
	Iteration 11Q: 3 clusters Score -282130.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -282136.031250 Penalty: 2568.908936
	Iteration 12Q: 3 clusters Score -282136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -282141.062500 Penalty: 2568.908936
	Iteration 13Q: 3 clusters Score -282141.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -282145.312500 Penalty: 2568.908936
	Iteration 14Q: 3 clusters Score -282145.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -282147.156250 Penalty: 2568.908936
	Iteration 15Q: 3 clusters Score -282147.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -282148.656250 Penalty: 2568.908936
	Iteration 16Q: 3 clusters Score -282148.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -282150.562500 Penalty: 2568.908936
	Iteration 17Q: 3 clusters Score -282150.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -282151.437500 Penalty: 2568.908936
	Iteration 18Q: 3 clusters Score -282151.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -282152.218750 Penalty: 2568.908936
	Iteration 19Q: 3 clusters Score -282152.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -282153.406250 Penalty: 2568.908936
	Iteration 20F: 3 clusters Score -282153.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -282154.687500 Penalty: 2568.908936
	Iteration 21Q: 3 clusters Score -282154.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -282155.906250 Penalty: 2568.908936
	Iteration 22Q: 3 clusters Score -282155.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -282157.093750 Penalty: 2568.908936
	Iteration 23Q: 3 clusters Score -282157.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -282157.875000 Penalty: 2568.908936
	Iteration 24Q: 3 clusters Score -282157.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -282159.437500 Penalty: 2568.908936
	Iteration 25Q: 3 clusters Score -282159.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -282161.187500 Penalty: 2568.908936
	Iteration 26Q: 3 clusters Score -282161.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -282163.406250 Penalty: 2568.908936
	Iteration 27Q: 3 clusters Score -282163.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -282167.312500 Penalty: 2568.908936
	Iteration 28Q: 3 clusters Score -282167.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -282172.437500 Penalty: 2568.908936
	Iteration 29Q: 3 clusters Score -282172.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -282174.468750 Penalty: 2568.908936
	Iteration 30Q: 3 clusters Score -282174.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -282175.718750 Penalty: 2568.908936
	Iteration 31Q: 3 clusters Score -282175.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -282176.812500 Penalty: 2568.908936
	Iteration 32Q: 3 clusters Score -282176.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -282177.906250 Penalty: 2568.908936
	Iteration 33Q: 3 clusters Score -282177.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -282179.562500 Penalty: 2568.908936
	Iteration 34Q: 3 clusters Score -282179.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -282180.375000 Penalty: 2568.908936
	Iteration 35Q: 3 clusters Score -282180.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -282181.406250 Penalty: 2568.908936
	Iteration 36Q: 3 clusters Score -282181.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -282182.093750 Penalty: 2568.908936
	Iteration 37Q: 3 clusters Score -282182.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -282183.437500 Penalty: 2568.908936
	Iteration 38Q: 3 clusters Score -282183.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -282186.000000 Penalty: 2568.908936
	Iteration 39Q: 3 clusters Score -282186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -282186.718750 Penalty: 2568.908936
	Iteration 40F: 3 clusters Score -282186.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -282188.531250 Penalty: 2568.908936
	Iteration 41Q: 3 clusters Score -282188.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -282189.468750 Penalty: 2568.908936
	Iteration 42Q: 3 clusters Score -282189.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -282192.750000 Penalty: 2568.908936
	Iteration 43Q: 3 clusters Score -282192.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -282196.750000 Penalty: 2568.908936
	Iteration 44Q: 3 clusters Score -282196.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -282201.031250 Penalty: 2568.908936
	Iteration 45Q: 3 clusters Score -282201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -282203.531250 Penalty: 2568.908936
	Iteration 46Q: 3 clusters Score -282203.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -282207.687500 Penalty: 2568.908936
	Iteration 47Q: 3 clusters Score -282207.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -282213.718750 Penalty: 2568.908936
	Iteration 48Q: 3 clusters Score -282213.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -282220.500000 Penalty: 2568.908936
	Iteration 49Q: 3 clusters Score -282220.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -282228.406250 Penalty: 2568.908936
	Iteration 50Q: 3 clusters Score -282228.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -282234.562500 Penalty: 2568.908936
	Iteration 51Q: 3 clusters Score -282234.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -282238.250000 Penalty: 2568.908936
	Iteration 52Q: 3 clusters Score -282238.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -282250.375000 Penalty: 2568.908936
	Iteration 53Q: 3 clusters Score -282250.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -282259.656250 Penalty: 2568.908936
	Iteration 54Q: 3 clusters Score -282259.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -282266.656250 Penalty: 2568.908936
	Iteration 55Q: 3 clusters Score -282266.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -282274.437500 Penalty: 2568.908936
	Iteration 56Q: 3 clusters Score -282274.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -282278.093750 Penalty: 2568.908936
	Iteration 57Q: 3 clusters Score -282278.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -282287.187500 Penalty: 2568.908936
	Iteration 58Q: 3 clusters Score -282287.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -282294.625000 Penalty: 2568.908936
	Iteration 59Q: 3 clusters Score -282294.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -282306.625000 Penalty: 2568.908936
	Iteration 60F: 3 clusters Score -282306.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -282317.281250 Penalty: 2568.908936
	Iteration 61Q: 3 clusters Score -282317.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -282330.406250 Penalty: 2568.908936
	Iteration 62Q: 3 clusters Score -282330.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -282343.656250 Penalty: 2568.908936
	Iteration 63Q: 3 clusters Score -282343.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -282359.718750 Penalty: 2568.908936
	Iteration 64Q: 3 clusters Score -282359.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -282384.000000 Penalty: 2568.908936
	Iteration 65Q: 3 clusters Score -282384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -282398.437500 Penalty: 2568.908936
	Iteration 66Q: 3 clusters Score -282398.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -282408.406250 Penalty: 2568.908936
	Iteration 67Q: 3 clusters Score -282408.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -282417.656250 Penalty: 2568.908936
	Iteration 68Q: 3 clusters Score -282417.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -282426.750000 Penalty: 2568.908936
	Iteration 69Q: 3 clusters Score -282426.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -282435.781250 Penalty: 2568.908936
	Iteration 70Q: 3 clusters Score -282435.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -282446.093750 Penalty: 2568.908936
	Iteration 71Q: 3 clusters Score -282446.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -282456.375000 Penalty: 2568.908936
	Iteration 72Q: 3 clusters Score -282456.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -282462.812500 Penalty: 2568.908936
	Iteration 73Q: 3 clusters Score -282462.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -282466.406250 Penalty: 2568.908936
	Iteration 74Q: 3 clusters Score -282466.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -282473.343750 Penalty: 2568.908936
	Iteration 75Q: 3 clusters Score -282473.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -282483.343750 Penalty: 2568.908936
	Iteration 76Q: 3 clusters Score -282483.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -282490.968750 Penalty: 2568.908936
	Iteration 77Q: 3 clusters Score -282491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -282498.375000 Penalty: 2568.908936
	Iteration 78Q: 3 clusters Score -282498.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -282503.437500 Penalty: 2568.908936
	Iteration 79Q: 3 clusters Score -282503.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -282506.906250 Penalty: 2568.908936
	Iteration 80F: 3 clusters Score -282506.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -282506.937500 Penalty: 2568.908936
	Iteration 81Q: 3 clusters Score -282506.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -282506.937500 Penalty: 2568.908936
	Iteration 82F: 3 clusters Score -282506.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Entering Unmasked Estep 
Score: -1703972.750000 Penalty: 1578.292480
	Iteration 0F: 2 clusters Score -1703973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1692574.375000 Penalty: 3156.584961
	Iteration 0F: 3 clusters Score -1692574 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1696520.625000 Penalty: 3156.584961
	Iteration 1F: 3 clusters Score -1696521 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1696784.000000 Penalty: 3156.584961
	Iteration 2Q: 3 clusters Score -1696784 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1697070.500000 Penalty: 3156.584961
	Iteration 3Q: 3 clusters Score -1697070 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1697327.250000 Penalty: 3156.584961
	Iteration 4Q: 3 clusters Score -1697327 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1697615.500000 Penalty: 3156.584961
	Iteration 5Q: 3 clusters Score -1697616 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1697911.500000 Penalty: 3156.584961
	Iteration 6Q: 3 clusters Score -1697912 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1698259.750000 Penalty: 3156.584961
	Iteration 7Q: 3 clusters Score -1698260 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1698621.875000 Penalty: 3156.584961
	Iteration 8Q: 3 clusters Score -1698622 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1699044.500000 Penalty: 3156.584961
	Iteration 9Q: 3 clusters Score -1699044 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1699558.625000 Penalty: 3156.584961
	Iteration 10Q: 3 clusters Score -1699559 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1700119.875000 Penalty: 3156.584961
	Iteration 11F: 3 clusters Score -1700120 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1700544.875000 Penalty: 3156.584961
	Iteration 12Q: 3 clusters Score -1700545 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1700858.500000 Penalty: 3156.584961
	Iteration 13Q: 3 clusters Score -1700858 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1701032.875000 Penalty: 3156.584961
	Iteration 14Q: 3 clusters Score -1701033 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1701140.625000 Penalty: 3156.584961
	Iteration 15Q: 3 clusters Score -1701141 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1701202.875000 Penalty: 3156.584961
	Iteration 16Q: 3 clusters Score -1701203 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1701258.000000 Penalty: 3156.584961
	Iteration 17Q: 3 clusters Score -1701258 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1701298.875000 Penalty: 3156.584961
	Iteration 18Q: 3 clusters Score -1701299 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1701339.000000 Penalty: 3156.584961
	Iteration 19Q: 3 clusters Score -1701339 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1701379.125000 Penalty: 3156.584961
	Iteration 20F: 3 clusters Score -1701379 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1701412.375000 Penalty: 3156.584961
	Iteration 21Q: 3 clusters Score -1701412 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1701469.875000 Penalty: 3156.584961
	Iteration 22Q: 3 clusters Score -1701470 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1701511.875000 Penalty: 3156.584961
	Iteration 23Q: 3 clusters Score -1701512 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1701555.875000 Penalty: 3156.584961
	Iteration 24Q: 3 clusters Score -1701556 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1701612.500000 Penalty: 3156.584961
	Iteration 25Q: 3 clusters Score -1701612 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1701657.375000 Penalty: 3156.584961
	Iteration 26Q: 3 clusters Score -1701657 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1701694.125000 Penalty: 3156.584961
	Iteration 27Q: 3 clusters Score -1701694 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1701738.500000 Penalty: 3156.584961
	Iteration 28Q: 3 clusters Score -1701738 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1701779.875000 Penalty: 3156.584961
	Iteration 29Q: 3 clusters Score -1701780 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1701813.750000 Penalty: 3156.584961
	Iteration 30Q: 3 clusters Score -1701814 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1701861.750000 Penalty: 3156.584961
	Iteration 31Q: 3 clusters Score -1701862 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1701902.125000 Penalty: 3156.584961
	Iteration 32Q: 3 clusters Score -1701902 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1701941.375000 Penalty: 3156.584961
	Iteration 33Q: 3 clusters Score -1701941 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1701987.625000 Penalty: 3156.584961
	Iteration 34Q: 3 clusters Score -1701988 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1702020.375000 Penalty: 3156.584961
	Iteration 35Q: 3 clusters Score -1702020 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1702058.500000 Penalty: 3156.584961
	Iteration 36Q: 3 clusters Score -1702058 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1702089.625000 Penalty: 3156.584961
	Iteration 37Q: 3 clusters Score -1702090 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1702111.625000 Penalty: 3156.584961
	Iteration 38Q: 3 clusters Score -1702112 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1702134.750000 Penalty: 3156.584961
	Iteration 39Q: 3 clusters Score -1702135 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1702157.875000 Penalty: 3156.584961
	Iteration 40F: 3 clusters Score -1702158 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1702182.750000 Penalty: 3156.584961
	Iteration 41Q: 3 clusters Score -1702183 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1702204.625000 Penalty: 3156.584961
	Iteration 42Q: 3 clusters Score -1702205 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1702226.375000 Penalty: 3156.584961
	Iteration 43Q: 3 clusters Score -1702226 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1702240.875000 Penalty: 3156.584961
	Iteration 44Q: 3 clusters Score -1702241 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1702273.000000 Penalty: 3156.584961
	Iteration 45Q: 3 clusters Score -1702273 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1702292.250000 Penalty: 3156.584961
	Iteration 46Q: 3 clusters Score -1702292 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1702324.500000 Penalty: 3156.584961
	Iteration 47Q: 3 clusters Score -1702324 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1702347.375000 Penalty: 3156.584961
	Iteration 48Q: 3 clusters Score -1702347 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1702388.500000 Penalty: 3156.584961
	Iteration 49Q: 3 clusters Score -1702388 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1702418.000000 Penalty: 3156.584961
	Iteration 50Q: 3 clusters Score -1702418 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1702449.375000 Penalty: 3156.584961
	Iteration 51Q: 3 clusters Score -1702449 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1702484.750000 Penalty: 3156.584961
	Iteration 52Q: 3 clusters Score -1702485 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1702518.625000 Penalty: 3156.584961
	Iteration 53Q: 3 clusters Score -1702519 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1702548.125000 Penalty: 3156.584961
	Iteration 54Q: 3 clusters Score -1702548 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1702581.000000 Penalty: 3156.584961
	Iteration 55Q: 3 clusters Score -1702581 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1702611.625000 Penalty: 3156.584961
	Iteration 56Q: 3 clusters Score -1702612 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1702640.125000 Penalty: 3156.584961
	Iteration 57Q: 3 clusters Score -1702640 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1702660.125000 Penalty: 3156.584961
	Iteration 58Q: 3 clusters Score -1702660 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1702678.500000 Penalty: 3156.584961
	Iteration 59Q: 3 clusters Score -1702678 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1702695.375000 Penalty: 3156.584961
	Iteration 60F: 3 clusters Score -1702695 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1702729.375000 Penalty: 3156.584961
	Iteration 61Q: 3 clusters Score -1702729 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1702747.500000 Penalty: 3156.584961
	Iteration 62Q: 3 clusters Score -1702748 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1702769.250000 Penalty: 3156.584961
	Iteration 63Q: 3 clusters Score -1702769 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1702791.000000 Penalty: 3156.584961
	Iteration 64Q: 3 clusters Score -1702791 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1702813.500000 Penalty: 3156.584961
	Iteration 65Q: 3 clusters Score -1702814 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1702833.125000 Penalty: 3156.584961
	Iteration 66Q: 3 clusters Score -1702833 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1702840.625000 Penalty: 3156.584961
	Iteration 67Q: 3 clusters Score -1702841 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1702856.625000 Penalty: 3156.584961
	Iteration 68Q: 3 clusters Score -1702857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1702862.750000 Penalty: 3156.584961
	Iteration 69Q: 3 clusters Score -1702863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1702865.000000 Penalty: 3156.584961
	Iteration 70Q: 3 clusters Score -1702865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1702874.000000 Penalty: 3156.584961
	Iteration 71Q: 3 clusters Score -1702874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1702878.875000 Penalty: 3156.584961
	Iteration 72Q: 3 clusters Score -1702879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1702883.750000 Penalty: 3156.584961
	Iteration 73Q: 3 clusters Score -1702884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1702891.250000 Penalty: 3156.584961
	Iteration 74Q: 3 clusters Score -1702891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1702892.125000 Penalty: 3156.584961
	Iteration 75Q: 3 clusters Score -1702892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1702897.000000 Penalty: 3156.584961
	Iteration 76Q: 3 clusters Score -1702897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1702895.750000 Penalty: 3156.584961
	Iteration 77Q: 3 clusters Score -1702896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1702899.250000 Penalty: 3156.584961
	Iteration 78Q: 3 clusters Score -1702899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1702899.250000 Penalty: 3156.584961
	Iteration 79Q: 3 clusters Score -1702899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1702899.250000 Penalty: 3156.584961
	Iteration 80F: 3 clusters Score -1702899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Entering Unmasked Estep 
Score: -6072879.000000 Penalty: 1786.915039
	Iteration 0F: 2 clusters Score -6072879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -6033080.000000 Penalty: 3573.830078
	Iteration 0F: 3 clusters Score -6033080 nChanged 28206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -6049621.500000 Penalty: 3573.830078
	Iteration 1F: 3 clusters Score -6049622 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -6050423.000000 Penalty: 3573.830078
	Iteration 2Q: 3 clusters Score -6050423 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -6051459.500000 Penalty: 3573.830078
	Iteration 3Q: 3 clusters Score -6051460 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -6052784.500000 Penalty: 3573.830078
	Iteration 4Q: 3 clusters Score -6052784 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -6054734.500000 Penalty: 3573.830078
	Iteration 5F: 3 clusters Score -6054734 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -6057144.500000 Penalty: 3573.830078
	Iteration 6F: 3 clusters Score -6057144 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -6060066.500000 Penalty: 3573.830078
	Iteration 7F: 3 clusters Score -6060066 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -6062877.500000 Penalty: 3573.830078
	Iteration 8F: 3 clusters Score -6062878 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -6064490.500000 Penalty: 3573.830078
	Iteration 9Q: 3 clusters Score -6064490 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -6065289.500000 Penalty: 3573.830078
	Iteration 10Q: 3 clusters Score -6065290 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -6065811.500000 Penalty: 3573.830078
	Iteration 11Q: 3 clusters Score -6065812 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -6066237.000000 Penalty: 3573.830078
	Iteration 12Q: 3 clusters Score -6066237 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -6066625.000000 Penalty: 3573.830078
	Iteration 13Q: 3 clusters Score -6066625 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -6066983.000000 Penalty: 3573.830078
	Iteration 14Q: 3 clusters Score -6066983 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -6067380.500000 Penalty: 3573.830078
	Iteration 15Q: 3 clusters Score -6067380 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -6067721.500000 Penalty: 3573.830078
	Iteration 16Q: 3 clusters Score -6067722 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -6067997.500000 Penalty: 3573.830078
	Iteration 17Q: 3 clusters Score -6067998 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -6068306.500000 Penalty: 3573.830078
	Iteration 18Q: 3 clusters Score -6068306 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -6068635.500000 Penalty: 3573.830078
	Iteration 19Q: 3 clusters Score -6068636 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -6068927.500000 Penalty: 3573.830078
	Iteration 20F: 3 clusters Score -6068928 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -6069233.000000 Penalty: 3573.830078
	Iteration 21Q: 3 clusters Score -6069233 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -6069495.000000 Penalty: 3573.830078
	Iteration 22Q: 3 clusters Score -6069495 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -6069730.500000 Penalty: 3573.830078
	Iteration 23Q: 3 clusters Score -6069730 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 52489 members 
Entering Unmasked Estep 
Score: -6069930.500000 Penalty: 3573.830078
	Iteration 24Q: 3 clusters Score -6069930 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -6070108.500000 Penalty: 3573.830078
	Iteration 25Q: 3 clusters Score -6070108 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 53583 members 
Entering Unmasked Estep 
Score: -6070282.500000 Penalty: 3573.830078
	Iteration 26Q: 3 clusters Score -6070282 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -6070457.500000 Penalty: 3573.830078
	Iteration 27Q: 3 clusters Score -6070458 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 54561 members 
Entering Unmasked Estep 
Score: -6070619.000000 Penalty: 3573.830078
	Iteration 28Q: 3 clusters Score -6070619 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 55006 members 
Entering Unmasked Estep 
Score: -6070751.000000 Penalty: 3573.830078
	Iteration 29Q: 3 clusters Score -6070751 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 55390 members 
Entering Unmasked Estep 
Score: -6070886.000000 Penalty: 3573.830078
	Iteration 30Q: 3 clusters Score -6070886 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
Score: -6071007.500000 Penalty: 3573.830078
	Iteration 31Q: 3 clusters Score -6071008 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 56062 members 
Entering Unmasked Estep 
Score: -6071096.500000 Penalty: 3573.830078
	Iteration 32Q: 3 clusters Score -6071096 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -6071197.500000 Penalty: 3573.830078
	Iteration 33Q: 3 clusters Score -6071198 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 56603 members 
Entering Unmasked Estep 
Score: -6071290.000000 Penalty: 3573.830078
	Iteration 34Q: 3 clusters Score -6071290 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 56798 members 
Entering Unmasked Estep 
Score: -6071340.000000 Penalty: 3573.830078
	Iteration 35Q: 3 clusters Score -6071340 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -6071396.500000 Penalty: 3573.830078
	Iteration 36Q: 3 clusters Score -6071396 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -6071440.000000 Penalty: 3573.830078
	Iteration 37Q: 3 clusters Score -6071440 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 57270 members 
Entering Unmasked Estep 
Score: -6071475.000000 Penalty: 3573.830078
	Iteration 38Q: 3 clusters Score -6071475 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 57398 members 
Entering Unmasked Estep 
Score: -6071485.500000 Penalty: 3573.830078
	Iteration 39Q: 3 clusters Score -6071486 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
Score: -6071513.000000 Penalty: 3573.830078
	Iteration 40F: 3 clusters Score -6071513 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 57642 members 
Entering Unmasked Estep 
Score: -6071547.500000 Penalty: 3573.830078
	Iteration 41Q: 3 clusters Score -6071548 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 57753 members 
Entering Unmasked Estep 
Score: -6071565.500000 Penalty: 3573.830078
	Iteration 42Q: 3 clusters Score -6071566 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 57838 members 
Entering Unmasked Estep 
Score: -6071588.500000 Penalty: 3573.830078
	Iteration 43Q: 3 clusters Score -6071588 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -6071607.500000 Penalty: 3573.830078
	Iteration 44Q: 3 clusters Score -6071608 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 57991 members 
Entering Unmasked Estep 
Score: -6071627.000000 Penalty: 3573.830078
	Iteration 45Q: 3 clusters Score -6071627 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 58050 members 
Entering Unmasked Estep 
Score: -6071637.000000 Penalty: 3573.830078
	Iteration 46Q: 3 clusters Score -6071637 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -6071645.500000 Penalty: 3573.830078
	Iteration 47Q: 3 clusters Score -6071646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 58114 members 
Entering Unmasked Estep 
Score: -6071655.000000 Penalty: 3573.830078
	Iteration 48Q: 3 clusters Score -6071655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 58143 members 
Entering Unmasked Estep 
Score: -6071674.000000 Penalty: 3573.830078
	Iteration 49Q: 3 clusters Score -6071674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -6071668.500000 Penalty: 3573.830078
	Iteration 50Q: 3 clusters Score -6071668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 58202 members 
Entering Unmasked Estep 
Score: -6071683.000000 Penalty: 3573.830078
	Iteration 51Q: 3 clusters Score -6071683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 58222 members 
Entering Unmasked Estep 
Score: -6071680.500000 Penalty: 3573.830078
	Iteration 52Q: 3 clusters Score -6071680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 58241 members 
Entering Unmasked Estep 
Score: -6071672.000000 Penalty: 3573.830078
	Iteration 53Q: 3 clusters Score -6071672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 58255 members 
Entering Unmasked Estep 
Score: -6071668.500000 Penalty: 3573.830078
	Iteration 54Q: 3 clusters Score -6071668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -6071678.000000 Penalty: 3573.830078
	Iteration 55Q: 3 clusters Score -6071678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -6071686.500000 Penalty: 3573.830078
	Iteration 56Q: 3 clusters Score -6071686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 58287 members 
Entering Unmasked Estep 
Score: -6071693.500000 Penalty: 3573.830078
	Iteration 57Q: 3 clusters Score -6071694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 58293 members 
Entering Unmasked Estep 
Score: -6071695.500000 Penalty: 3573.830078
	Iteration 58Q: 3 clusters Score -6071696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 58303 members 
Entering Unmasked Estep 
Score: -6071698.000000 Penalty: 3573.830078
	Iteration 59Q: 3 clusters Score -6071698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 58308 members 
Entering Unmasked Estep 
Score: -6071689.500000 Penalty: 3573.830078
	Iteration 60F: 3 clusters Score -6071690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -6071692.000000 Penalty: 3573.830078
	Iteration 61Q: 3 clusters Score -6071692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 58334 members 
Entering Unmasked Estep 
Score: -6071697.500000 Penalty: 3573.830078
	Iteration 62Q: 3 clusters Score -6071698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -6071698.500000 Penalty: 3573.830078
	Iteration 63Q: 3 clusters Score -6071698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -6071703.500000 Penalty: 3573.830078
	Iteration 64Q: 3 clusters Score -6071704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -6071708.000000 Penalty: 3573.830078
	Iteration 65Q: 3 clusters Score -6071708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 58375 members 
Entering Unmasked Estep 
Score: -6071715.500000 Penalty: 3573.830078
	Iteration 66Q: 3 clusters Score -6071716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 58383 members 
Entering Unmasked Estep 
Score: -6071713.000000 Penalty: 3573.830078
	Iteration 67Q: 3 clusters Score -6071713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 58398 members 
Entering Unmasked Estep 
Score: -6071718.000000 Penalty: 3573.830078
	Iteration 68Q: 3 clusters Score -6071718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -6071720.500000 Penalty: 3573.830078
	Iteration 69Q: 3 clusters Score -6071720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 58423 members 
Entering Unmasked Estep 
Score: -6071720.500000 Penalty: 3573.830078
	Iteration 70Q: 3 clusters Score -6071720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 58431 members 
Entering Unmasked Estep 
Score: -6071719.500000 Penalty: 3573.830078
	Iteration 71Q: 3 clusters Score -6071720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 58441 members 
Entering Unmasked Estep 
Score: -6071730.500000 Penalty: 3573.830078
	Iteration 72Q: 3 clusters Score -6071730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -6071728.000000 Penalty: 3573.830078
	Iteration 73Q: 3 clusters Score -6071728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -6071729.000000 Penalty: 3573.830078
	Iteration 74Q: 3 clusters Score -6071729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 58460 members 
Entering Unmasked Estep 
Score: -6071728.500000 Penalty: 3573.830078
	Iteration 75Q: 3 clusters Score -6071728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 58467 members 
Entering Unmasked Estep 
Score: -6071727.500000 Penalty: 3573.830078
	Iteration 76Q: 3 clusters Score -6071728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 58477 members 
Entering Unmasked Estep 
Score: -6071720.500000 Penalty: 3573.830078
	Iteration 77Q: 3 clusters Score -6071720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 58490 members 
Entering Unmasked Estep 
Score: -6071731.500000 Penalty: 3573.830078
	Iteration 78Q: 3 clusters Score -6071732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 58498 members 
Entering Unmasked Estep 
Score: -6071737.000000 Penalty: 3573.830078
	Iteration 79Q: 3 clusters Score -6071737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -6071739.000000 Penalty: 3573.830078
	Iteration 80F: 3 clusters Score -6071739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -6071740.500000 Penalty: 3573.830078
	Iteration 81Q: 3 clusters Score -6071740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 58514 members 
Entering Unmasked Estep 
Score: -6071738.500000 Penalty: 3573.830078
	Iteration 82Q: 3 clusters Score -6071738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -6071738.500000 Penalty: 3573.830078
	Iteration 83Q: 3 clusters Score -6071738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -6071738.500000 Penalty: 3573.830078
	Iteration 84F: 3 clusters Score -6071738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (85840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85840 members 
Entering Unmasked Estep 
Score: -8821785.000000 Penalty: 1846.038940
	Iteration 0F: 2 clusters Score -8821785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -8765002.000000 Penalty: 3692.077881
	Iteration 0F: 3 clusters Score -8765002 nChanged 40867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -8788428.000000 Penalty: 3692.077881
	Iteration 1F: 3 clusters Score -8788428 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -8788899.000000 Penalty: 3692.077881
	Iteration 2Q: 3 clusters Score -8788899 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -8789536.000000 Penalty: 3692.077881
	Iteration 3Q: 3 clusters Score -8789536 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -8790404.000000 Penalty: 3692.077881
	Iteration 4Q: 3 clusters Score -8790404 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -8791954.000000 Penalty: 3692.077881
	Iteration 5Q: 3 clusters Score -8791954 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55219 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -8794532.000000 Penalty: 3692.077881
	Iteration 6F: 3 clusters Score -8794532 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60770 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -8798730.000000 Penalty: 3692.077881
	Iteration 7F: 3 clusters Score -8798730 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67118 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -8804181.000000 Penalty: 3692.077881
	Iteration 8F: 3 clusters Score -8804181 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73323 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -8810289.000000 Penalty: 3692.077881
	Iteration 9F: 3 clusters Score -8810289 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78178 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -8814968.000000 Penalty: 3692.077881
	Iteration 10F: 3 clusters Score -8814968 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81325 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -8817613.000000 Penalty: 3692.077881
	Iteration 11Q: 3 clusters Score -8817613 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83070 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -8819091.000000 Penalty: 3692.077881
	Iteration 12Q: 3 clusters Score -8819091 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83973 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -8819734.000000 Penalty: 3692.077881
	Iteration 13Q: 3 clusters Score -8819734 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84421 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -8819977.000000 Penalty: 3692.077881
	Iteration 14Q: 3 clusters Score -8819977 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84688 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8820134.000000 Penalty: 3692.077881
	Iteration 15Q: 3 clusters Score -8820134 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84851 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8820198.000000 Penalty: 3692.077881
	Iteration 16Q: 3 clusters Score -8820198 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84985 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8820270.000000 Penalty: 3692.077881
	Iteration 17Q: 3 clusters Score -8820270 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85075 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8820294.000000 Penalty: 3692.077881
	Iteration 18Q: 3 clusters Score -8820294 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85133 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8820326.000000 Penalty: 3692.077881
	Iteration 19Q: 3 clusters Score -8820326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85178 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8820329.000000 Penalty: 3692.077881
	Iteration 20F: 3 clusters Score -8820329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85211 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8820336.000000 Penalty: 3692.077881
	Iteration 21Q: 3 clusters Score -8820336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85233 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8820340.000000 Penalty: 3692.077881
	Iteration 22Q: 3 clusters Score -8820340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85248 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8820345.000000 Penalty: 3692.077881
	Iteration 23Q: 3 clusters Score -8820345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85256 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8820351.000000 Penalty: 3692.077881
	Iteration 24Q: 3 clusters Score -8820351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85265 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8820341.000000 Penalty: 3692.077881
	Iteration 25Q: 3 clusters Score -8820341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85276 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8820349.000000 Penalty: 3692.077881
	Iteration 26Q: 3 clusters Score -8820349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85284 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8820354.000000 Penalty: 3692.077881
	Iteration 27Q: 3 clusters Score -8820354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85288 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8820353.000000 Penalty: 3692.077881
	Iteration 28Q: 3 clusters Score -8820353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85297 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8820355.000000 Penalty: 3692.077881
	Iteration 29Q: 3 clusters Score -8820355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85308 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8820358.000000 Penalty: 3692.077881
	Iteration 30Q: 3 clusters Score -8820358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85317 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8820348.000000 Penalty: 3692.077881
	Iteration 31Q: 3 clusters Score -8820348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85323 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8820343.000000 Penalty: 3692.077881
	Iteration 32Q: 3 clusters Score -8820343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85329 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8820342.000000 Penalty: 3692.077881
	Iteration 33Q: 3 clusters Score -8820342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85330 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8820346.000000 Penalty: 3692.077881
	Iteration 34Q: 3 clusters Score -8820346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85332 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8820346.000000 Penalty: 3692.077881
	Iteration 35Q: 3 clusters Score -8820346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85334 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8820348.000000 Penalty: 3692.077881
	Iteration 36Q: 3 clusters Score -8820348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85335 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8820352.000000 Penalty: 3692.077881
	Iteration 37Q: 3 clusters Score -8820352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85338 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8820351.000000 Penalty: 3692.077881
	Iteration 38Q: 3 clusters Score -8820351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85341 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8820355.000000 Penalty: 3692.077881
	Iteration 39Q: 3 clusters Score -8820355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85342 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8820348.000000 Penalty: 3692.077881
	Iteration 40F: 3 clusters Score -8820348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85344 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8820348.000000 Penalty: 3692.077881
	Iteration 41Q: 3 clusters Score -8820348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85345 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8820347.000000 Penalty: 3692.077881
	Iteration 42Q: 3 clusters Score -8820347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85346 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8820345.000000 Penalty: 3692.077881
	Iteration 43Q: 3 clusters Score -8820345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85348 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8820354.000000 Penalty: 3692.077881
	Iteration 44Q: 3 clusters Score -8820354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85348 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8820354.000000 Penalty: 3692.077881
	Iteration 45F: 3 clusters Score -8820354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (68625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68625 members 
Entering Unmasked Estep 
Score: -6963324.500000 Penalty: 1809.666992
	Iteration 0F: 2 clusters Score -6963324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -6917534.000000 Penalty: 3619.333984
	Iteration 0F: 3 clusters Score -6917534 nChanged 32571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -6936373.500000 Penalty: 3619.333984
	Iteration 1F: 3 clusters Score -6936374 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -6937364.500000 Penalty: 3619.333984
	Iteration 2Q: 3 clusters Score -6937364 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -6938700.500000 Penalty: 3619.333984
	Iteration 3Q: 3 clusters Score -6938700 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -6940508.500000 Penalty: 3619.333984
	Iteration 4F: 3 clusters Score -6940508 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -6942887.000000 Penalty: 3619.333984
	Iteration 5F: 3 clusters Score -6942887 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -6945931.500000 Penalty: 3619.333984
	Iteration 6F: 3 clusters Score -6945932 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -6949671.000000 Penalty: 3619.333984
	Iteration 7F: 3 clusters Score -6949671 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59028 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -6953498.500000 Penalty: 3619.333984
	Iteration 8F: 3 clusters Score -6953498 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -6956870.500000 Penalty: 3619.333984
	Iteration 9F: 3 clusters Score -6956870 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65501 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -6959335.000000 Penalty: 3619.333984
	Iteration 10Q: 3 clusters Score -6959335 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67055 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6960666.000000 Penalty: 3619.333984
	Iteration 11Q: 3 clusters Score -6960666 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67780 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6961271.500000 Penalty: 3619.333984
	Iteration 12Q: 3 clusters Score -6961272 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68079 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6961510.500000 Penalty: 3619.333984
	Iteration 13Q: 3 clusters Score -6961510 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68193 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6961622.500000 Penalty: 3619.333984
	Iteration 14Q: 3 clusters Score -6961622 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6961684.000000 Penalty: 3619.333984
	Iteration 15Q: 3 clusters Score -6961684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68276 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6961709.000000 Penalty: 3619.333984
	Iteration 16Q: 3 clusters Score -6961709 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68299 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6961741.500000 Penalty: 3619.333984
	Iteration 17Q: 3 clusters Score -6961742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6961771.000000 Penalty: 3619.333984
	Iteration 18Q: 3 clusters Score -6961771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68324 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6961784.000000 Penalty: 3619.333984
	Iteration 19Q: 3 clusters Score -6961784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68328 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6961805.000000 Penalty: 3619.333984
	Iteration 20F: 3 clusters Score -6961805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68333 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6961818.000000 Penalty: 3619.333984
	Iteration 21Q: 3 clusters Score -6961818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68337 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6961826.000000 Penalty: 3619.333984
	Iteration 22Q: 3 clusters Score -6961826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68338 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6961843.500000 Penalty: 3619.333984
	Iteration 23Q: 3 clusters Score -6961844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68343 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6961846.500000 Penalty: 3619.333984
	Iteration 24Q: 3 clusters Score -6961846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6961846.500000 Penalty: 3619.333984
	Iteration 25Q: 3 clusters Score -6961846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6961846.500000 Penalty: 3619.333984
	Iteration 26F: 3 clusters Score -6961846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (165710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165710 members 
Entering Unmasked Estep 
Score: -17011784.000000 Penalty: 1952.924194
	Iteration 0F: 2 clusters Score -1.701178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 82818 members 
Entering Unmasked Estep 
Score: -16906926.000000 Penalty: 3905.848389
	Iteration 0F: 3 clusters Score -1.690693e+07 nChanged 79779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87995 members 
Mstep: Class 2 contains 77715 members 
Entering Unmasked Estep 
Score: -16954776.000000 Penalty: 3905.848389
	Iteration 1F: 3 clusters Score -1.695478e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91084 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -16956780.000000 Penalty: 3905.848389
	Iteration 2Q: 3 clusters Score -1.695678e+07 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95787 members 
Mstep: Class 2 contains 69923 members 
Entering Unmasked Estep 
Score: -16959824.000000 Penalty: 3905.848389
	Iteration 3Q: 3 clusters Score -1.695982e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102424 members 
Mstep: Class 2 contains 63286 members 
Entering Unmasked Estep 
Score: -16964572.000000 Penalty: 3905.848389
	Iteration 4F: 3 clusters Score -1.696457e+07 nChanged 11177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111323 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -16971530.000000 Penalty: 3905.848389
	Iteration 5F: 3 clusters Score -1.697153e+07 nChanged 12673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122116 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -16981000.000000 Penalty: 3905.848389
	Iteration 6F: 3 clusters Score -1.6981e+07 nChanged 12928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133898 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -16991860.000000 Penalty: 3905.848389
	Iteration 7F: 3 clusters Score -1.699186e+07 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144739 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -17001474.000000 Penalty: 3905.848389
	Iteration 8F: 3 clusters Score -1.700147e+07 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152942 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -17006888.000000 Penalty: 3905.848389
	Iteration 9F: 3 clusters Score -1.700689e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158273 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -17009540.000000 Penalty: 3905.848389
	Iteration 10Q: 3 clusters Score -1.700954e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161197 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -17010524.000000 Penalty: 3905.848389
	Iteration 11Q: 3 clusters Score -1.701052e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162718 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -17010976.000000 Penalty: 3905.848389
	Iteration 12Q: 3 clusters Score -1.701098e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163543 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -17011056.000000 Penalty: 3905.848389
	Iteration 13Q: 3 clusters Score -1.701106e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164010 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -17011170.000000 Penalty: 3905.848389
	Iteration 14Q: 3 clusters Score -1.701117e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164248 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -17011202.000000 Penalty: 3905.848389
	Iteration 15Q: 3 clusters Score -1.70112e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164398 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -17011188.000000 Penalty: 3905.848389
	Iteration 16Q: 3 clusters Score -1.701119e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164496 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -17011188.000000 Penalty: 3905.848389
	Iteration 17Q: 3 clusters Score -1.701119e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164568 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -17011200.000000 Penalty: 3905.848389
	Iteration 18Q: 3 clusters Score -1.70112e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164622 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -17011160.000000 Penalty: 3905.848389
	Iteration 19Q: 3 clusters Score -1.701116e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164648 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -17011146.000000 Penalty: 3905.848389
	Iteration 20F: 3 clusters Score -1.701115e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164669 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -17011154.000000 Penalty: 3905.848389
	Iteration 21Q: 3 clusters Score -1.701115e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164694 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -17011158.000000 Penalty: 3905.848389
	Iteration 22Q: 3 clusters Score -1.701116e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164707 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -17011134.000000 Penalty: 3905.848389
	Iteration 23Q: 3 clusters Score -1.701113e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164722 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -17011128.000000 Penalty: 3905.848389
	Iteration 24Q: 3 clusters Score -1.701113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164732 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -17011150.000000 Penalty: 3905.848389
	Iteration 25Q: 3 clusters Score -1.701115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164738 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -17011136.000000 Penalty: 3905.848389
	Iteration 26Q: 3 clusters Score -1.701114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164739 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -17011134.000000 Penalty: 3905.848389
	Iteration 27Q: 3 clusters Score -1.701113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164740 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -17011142.000000 Penalty: 3905.848389
	Iteration 28Q: 3 clusters Score -1.701114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164742 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -17011144.000000 Penalty: 3905.848389
	Iteration 29Q: 3 clusters Score -1.701114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164746 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -17011148.000000 Penalty: 3905.848389
	Iteration 30Q: 3 clusters Score -1.701115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164748 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -17011146.000000 Penalty: 3905.848389
	Iteration 31Q: 3 clusters Score -1.701115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164749 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -17011146.000000 Penalty: 3905.848389
	Iteration 32Q: 3 clusters Score -1.701115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164748 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -17011142.000000 Penalty: 3905.848389
	Iteration 33Q: 3 clusters Score -1.701114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164748 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -17011154.000000 Penalty: 3905.848389
	Iteration 34Q: 3 clusters Score -1.701115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164749 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -17011150.000000 Penalty: 3905.848389
	Iteration 35Q: 3 clusters Score -1.701115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164749 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -17011150.000000 Penalty: 3905.848389
	Iteration 36Q: 3 clusters Score -1.701115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164752 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -17011154.000000 Penalty: 3905.848389
	Iteration 37Q: 3 clusters Score -1.701115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164752 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -17011146.000000 Penalty: 3905.848389
	Iteration 38Q: 3 clusters Score -1.701115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164754 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -17011142.000000 Penalty: 3905.848389
	Iteration 39Q: 3 clusters Score -1.701114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164754 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -17011142.000000 Penalty: 3905.848389
	Iteration 40F: 3 clusters Score -1.701114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (163373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163373 members 
Entering Unmasked Estep 
Score: -16612083.000000 Penalty: 1950.615967
	Iteration 0F: 2 clusters Score -1.661208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81454 members 
Mstep: Class 2 contains 81919 members 
Entering Unmasked Estep 
Score: -16503883.000000 Penalty: 3901.231934
	Iteration 0F: 3 clusters Score -1.650388e+07 nChanged 78957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77161 members 
Mstep: Class 2 contains 86212 members 
Entering Unmasked Estep 
Score: -16551220.000000 Penalty: 3901.231934
	Iteration 1F: 3 clusters Score -1.655122e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73935 members 
Mstep: Class 2 contains 89438 members 
Entering Unmasked Estep 
Score: -16552966.000000 Penalty: 3901.231934
	Iteration 2Q: 3 clusters Score -1.655297e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69100 members 
Mstep: Class 2 contains 94273 members 
Entering Unmasked Estep 
Score: -16555680.000000 Penalty: 3901.231934
	Iteration 3Q: 3 clusters Score -1.655568e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 101291 members 
Entering Unmasked Estep 
Score: -16559865.000000 Penalty: 3901.231934
	Iteration 4F: 3 clusters Score -1.655986e+07 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 110581 members 
Entering Unmasked Estep 
Score: -16565897.000000 Penalty: 3901.231934
	Iteration 5F: 3 clusters Score -1.65659e+07 nChanged 11667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 121904 members 
Entering Unmasked Estep 
Score: -16574256.000000 Penalty: 3901.231934
	Iteration 6F: 3 clusters Score -1.657426e+07 nChanged 12669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 134507 members 
Entering Unmasked Estep 
Score: -16584952.000000 Penalty: 3901.231934
	Iteration 7F: 3 clusters Score -1.658495e+07 nChanged 12086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 146579 members 
Entering Unmasked Estep 
Score: -16595657.000000 Penalty: 3901.231934
	Iteration 8F: 3 clusters Score -1.659566e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 155582 members 
Entering Unmasked Estep 
Score: -16603733.000000 Penalty: 3901.231934
	Iteration 9F: 3 clusters Score -1.660373e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 160383 members 
Entering Unmasked Estep 
Score: -16607955.000000 Penalty: 3901.231934
	Iteration 10Q: 3 clusters Score -1.660796e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 162273 members 
Entering Unmasked Estep 
Score: -16609470.000000 Penalty: 3901.231934
	Iteration 11Q: 3 clusters Score -1.660947e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 162874 members 
Entering Unmasked Estep 
Score: -16609983.000000 Penalty: 3901.231934
	Iteration 12Q: 3 clusters Score -1.660998e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 163070 members 
Entering Unmasked Estep 
Score: -16610184.000000 Penalty: 3901.231934
	Iteration 13Q: 3 clusters Score -1.661018e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 163127 members 
Entering Unmasked Estep 
Score: -16610272.000000 Penalty: 3901.231934
	Iteration 14Q: 3 clusters Score -1.661027e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 163147 members 
Entering Unmasked Estep 
Score: -16610292.000000 Penalty: 3901.231934
	Iteration 15Q: 3 clusters Score -1.661029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 163151 members 
Entering Unmasked Estep 
Score: -16610306.000000 Penalty: 3901.231934
	Iteration 16Q: 3 clusters Score -1.661031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 163155 members 
Entering Unmasked Estep 
Score: -16610323.000000 Penalty: 3901.231934
	Iteration 17Q: 3 clusters Score -1.661032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 163155 members 
Entering Unmasked Estep 
Score: -16610340.000000 Penalty: 3901.231934
	Iteration 18Q: 3 clusters Score -1.661034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 163156 members 
Entering Unmasked Estep 
Score: -16610352.000000 Penalty: 3901.231934
	Iteration 19Q: 3 clusters Score -1.661035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 163156 members 
Entering Unmasked Estep 
Score: -16610354.000000 Penalty: 3901.231934
	Iteration 20F: 3 clusters Score -1.661035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 163156 members 
Entering Unmasked Estep 
Score: -16610364.000000 Penalty: 3901.231934
	Iteration 21Q: 3 clusters Score -1.661036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 163158 members 
Entering Unmasked Estep 
Score: -16610380.000000 Penalty: 3901.231934
	Iteration 22Q: 3 clusters Score -1.661038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 163158 members 
Entering Unmasked Estep 
Score: -16610377.000000 Penalty: 3901.231934
	Iteration 23Q: 3 clusters Score -1.661038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 163157 members 
Entering Unmasked Estep 
Score: -16610372.000000 Penalty: 3901.231934
	Iteration 24Q: 3 clusters Score -1.661037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 163158 members 
Entering Unmasked Estep 
Score: -16610387.000000 Penalty: 3901.231934
	Iteration 25Q: 3 clusters Score -1.661039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 163159 members 
Entering Unmasked Estep 
Score: -16610384.000000 Penalty: 3901.231934
	Iteration 26Q: 3 clusters Score -1.661038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 163158 members 
Entering Unmasked Estep 
Score: -16610383.000000 Penalty: 3901.231934
	Iteration 27Q: 3 clusters Score -1.661038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 163158 members 
Entering Unmasked Estep 
Score: -16610383.000000 Penalty: 3901.231934
	Iteration 28F: 3 clusters Score -1.661038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Entering Unmasked Estep 
Score: -1756345.750000 Penalty: 1586.546509
	Iteration 0F: 2 clusters Score -1756346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1744354.000000 Penalty: 3173.093018
	Iteration 0F: 3 clusters Score -1744354 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1748696.375000 Penalty: 3173.093018
	Iteration 1F: 3 clusters Score -1748696 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1749081.000000 Penalty: 3173.093018
	Iteration 2F: 3 clusters Score -1749081 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1749488.500000 Penalty: 3173.093018
	Iteration 3Q: 3 clusters Score -1749488 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1749956.625000 Penalty: 3173.093018
	Iteration 4Q: 3 clusters Score -1749957 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1750535.500000 Penalty: 3173.093018
	Iteration 5F: 3 clusters Score -1750536 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1751188.875000 Penalty: 3173.093018
	Iteration 6F: 3 clusters Score -1751189 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1751803.500000 Penalty: 3173.093018
	Iteration 7F: 3 clusters Score -1751804 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1752361.625000 Penalty: 3173.093018
	Iteration 8F: 3 clusters Score -1752362 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1752798.000000 Penalty: 3173.093018
	Iteration 9Q: 3 clusters Score -1752798 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1753146.625000 Penalty: 3173.093018
	Iteration 10Q: 3 clusters Score -1753147 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1753381.000000 Penalty: 3173.093018
	Iteration 11Q: 3 clusters Score -1753381 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1753542.750000 Penalty: 3173.093018
	Iteration 12Q: 3 clusters Score -1753543 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1753643.750000 Penalty: 3173.093018
	Iteration 13Q: 3 clusters Score -1753644 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1753708.625000 Penalty: 3173.093018
	Iteration 14Q: 3 clusters Score -1753709 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1753758.125000 Penalty: 3173.093018
	Iteration 15Q: 3 clusters Score -1753758 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1753795.625000 Penalty: 3173.093018
	Iteration 16Q: 3 clusters Score -1753796 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1753824.625000 Penalty: 3173.093018
	Iteration 17Q: 3 clusters Score -1753825 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1753851.750000 Penalty: 3173.093018
	Iteration 18Q: 3 clusters Score -1753852 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1753870.250000 Penalty: 3173.093018
	Iteration 19Q: 3 clusters Score -1753870 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1753899.750000 Penalty: 3173.093018
	Iteration 20F: 3 clusters Score -1753900 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1753919.750000 Penalty: 3173.093018
	Iteration 21Q: 3 clusters Score -1753920 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1753941.625000 Penalty: 3173.093018
	Iteration 22Q: 3 clusters Score -1753942 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1753960.375000 Penalty: 3173.093018
	Iteration 23Q: 3 clusters Score -1753960 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1753986.125000 Penalty: 3173.093018
	Iteration 24Q: 3 clusters Score -1753986 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1753992.750000 Penalty: 3173.093018
	Iteration 25Q: 3 clusters Score -1753993 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1754019.125000 Penalty: 3173.093018
	Iteration 26Q: 3 clusters Score -1754019 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1754032.625000 Penalty: 3173.093018
	Iteration 27Q: 3 clusters Score -1754033 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1754049.750000 Penalty: 3173.093018
	Iteration 28Q: 3 clusters Score -1754050 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1754078.000000 Penalty: 3173.093018
	Iteration 29Q: 3 clusters Score -1754078 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1754100.375000 Penalty: 3173.093018
	Iteration 30Q: 3 clusters Score -1754100 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1754114.125000 Penalty: 3173.093018
	Iteration 31Q: 3 clusters Score -1754114 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1754125.375000 Penalty: 3173.093018
	Iteration 32Q: 3 clusters Score -1754125 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1754143.875000 Penalty: 3173.093018
	Iteration 33Q: 3 clusters Score -1754144 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1754163.000000 Penalty: 3173.093018
	Iteration 34Q: 3 clusters Score -1754163 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1754175.250000 Penalty: 3173.093018
	Iteration 35Q: 3 clusters Score -1754175 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1754203.500000 Penalty: 3173.093018
	Iteration 36Q: 3 clusters Score -1754204 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1754230.375000 Penalty: 3173.093018
	Iteration 37Q: 3 clusters Score -1754230 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1754252.000000 Penalty: 3173.093018
	Iteration 38Q: 3 clusters Score -1754252 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1754280.375000 Penalty: 3173.093018
	Iteration 39Q: 3 clusters Score -1754280 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1754307.125000 Penalty: 3173.093018
	Iteration 40F: 3 clusters Score -1754307 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1754330.125000 Penalty: 3173.093018
	Iteration 41Q: 3 clusters Score -1754330 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1754353.000000 Penalty: 3173.093018
	Iteration 42Q: 3 clusters Score -1754353 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1754370.375000 Penalty: 3173.093018
	Iteration 43Q: 3 clusters Score -1754370 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1754393.125000 Penalty: 3173.093018
	Iteration 44Q: 3 clusters Score -1754393 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1754411.750000 Penalty: 3173.093018
	Iteration 45Q: 3 clusters Score -1754412 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1754425.375000 Penalty: 3173.093018
	Iteration 46Q: 3 clusters Score -1754425 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1754438.250000 Penalty: 3173.093018
	Iteration 47Q: 3 clusters Score -1754438 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1754443.125000 Penalty: 3173.093018
	Iteration 48Q: 3 clusters Score -1754443 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1754455.500000 Penalty: 3173.093018
	Iteration 49Q: 3 clusters Score -1754456 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1754467.375000 Penalty: 3173.093018
	Iteration 50Q: 3 clusters Score -1754467 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1754491.250000 Penalty: 3173.093018
	Iteration 51Q: 3 clusters Score -1754491 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1754518.250000 Penalty: 3173.093018
	Iteration 52Q: 3 clusters Score -1754518 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1754544.375000 Penalty: 3173.093018
	Iteration 53Q: 3 clusters Score -1754544 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1754558.875000 Penalty: 3173.093018
	Iteration 54Q: 3 clusters Score -1754559 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1754579.750000 Penalty: 3173.093018
	Iteration 55Q: 3 clusters Score -1754580 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1754609.000000 Penalty: 3173.093018
	Iteration 56Q: 3 clusters Score -1754609 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1754641.125000 Penalty: 3173.093018
	Iteration 57Q: 3 clusters Score -1754641 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1754668.625000 Penalty: 3173.093018
	Iteration 58Q: 3 clusters Score -1754669 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1754689.500000 Penalty: 3173.093018
	Iteration 59Q: 3 clusters Score -1754690 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1754705.625000 Penalty: 3173.093018
	Iteration 60F: 3 clusters Score -1754706 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1754729.125000 Penalty: 3173.093018
	Iteration 61Q: 3 clusters Score -1754729 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1754739.375000 Penalty: 3173.093018
	Iteration 62Q: 3 clusters Score -1754739 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1754763.125000 Penalty: 3173.093018
	Iteration 63Q: 3 clusters Score -1754763 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1754784.875000 Penalty: 3173.093018
	Iteration 64Q: 3 clusters Score -1754785 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1754806.625000 Penalty: 3173.093018
	Iteration 65Q: 3 clusters Score -1754807 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1754822.500000 Penalty: 3173.093018
	Iteration 66Q: 3 clusters Score -1754822 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1754831.125000 Penalty: 3173.093018
	Iteration 67Q: 3 clusters Score -1754831 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1754848.375000 Penalty: 3173.093018
	Iteration 68Q: 3 clusters Score -1754848 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1754863.500000 Penalty: 3173.093018
	Iteration 69Q: 3 clusters Score -1754864 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1754868.375000 Penalty: 3173.093018
	Iteration 70Q: 3 clusters Score -1754868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1754882.125000 Penalty: 3173.093018
	Iteration 71Q: 3 clusters Score -1754882 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1754891.125000 Penalty: 3173.093018
	Iteration 72Q: 3 clusters Score -1754891 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1754900.625000 Penalty: 3173.093018
	Iteration 73Q: 3 clusters Score -1754901 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1754907.750000 Penalty: 3173.093018
	Iteration 74Q: 3 clusters Score -1754908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1754917.500000 Penalty: 3173.093018
	Iteration 75Q: 3 clusters Score -1754918 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1754932.000000 Penalty: 3173.093018
	Iteration 76Q: 3 clusters Score -1754932 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1754949.625000 Penalty: 3173.093018
	Iteration 77Q: 3 clusters Score -1754950 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1754982.250000 Penalty: 3173.093018
	Iteration 78Q: 3 clusters Score -1754982 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1754995.875000 Penalty: 3173.093018
	Iteration 79Q: 3 clusters Score -1754996 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1755014.375000 Penalty: 3173.093018
	Iteration 80F: 3 clusters Score -1755014 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1755033.875000 Penalty: 3173.093018
	Iteration 81Q: 3 clusters Score -1755034 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1755053.375000 Penalty: 3173.093018
	Iteration 82Q: 3 clusters Score -1755053 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1755073.625000 Penalty: 3173.093018
	Iteration 83Q: 3 clusters Score -1755074 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1755084.375000 Penalty: 3173.093018
	Iteration 84Q: 3 clusters Score -1755084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1755094.125000 Penalty: 3173.093018
	Iteration 85Q: 3 clusters Score -1755094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1755105.625000 Penalty: 3173.093018
	Iteration 86Q: 3 clusters Score -1755106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1755119.500000 Penalty: 3173.093018
	Iteration 87Q: 3 clusters Score -1755120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1755133.125000 Penalty: 3173.093018
	Iteration 88Q: 3 clusters Score -1755133 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1755144.000000 Penalty: 3173.093018
	Iteration 89Q: 3 clusters Score -1755144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1755148.125000 Penalty: 3173.093018
	Iteration 90Q: 3 clusters Score -1755148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1755154.875000 Penalty: 3173.093018
	Iteration 91Q: 3 clusters Score -1755155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1755160.625000 Penalty: 3173.093018
	Iteration 92Q: 3 clusters Score -1755161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1755163.750000 Penalty: 3173.093018
	Iteration 93Q: 3 clusters Score -1755164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1755162.250000 Penalty: 3173.093018
	Iteration 94Q: 3 clusters Score -1755162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1755165.500000 Penalty: 3173.093018
	Iteration 95Q: 3 clusters Score -1755166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1755177.500000 Penalty: 3173.093018
	Iteration 96Q: 3 clusters Score -1755178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1755178.250000 Penalty: 3173.093018
	Iteration 97Q: 3 clusters Score -1755178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1755188.625000 Penalty: 3173.093018
	Iteration 98Q: 3 clusters Score -1755189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1755190.625000 Penalty: 3173.093018
	Iteration 99Q: 3 clusters Score -1755191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1755193.875000 Penalty: 3173.093018
	Iteration 100F: 3 clusters Score -1755194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1755194.375000 Penalty: 3173.093018
	Iteration 101Q: 3 clusters Score -1755194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1755198.000000 Penalty: 3173.093018
	Iteration 102Q: 3 clusters Score -1755198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1755202.000000 Penalty: 3173.093018
	Iteration 103Q: 3 clusters Score -1755202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1755199.250000 Penalty: 3173.093018
	Iteration 104Q: 3 clusters Score -1755199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1755203.500000 Penalty: 3173.093018
	Iteration 105Q: 3 clusters Score -1755204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1755200.375000 Penalty: 3173.093018
	Iteration 106Q: 3 clusters Score -1755200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1755200.375000 Penalty: 3173.093018
	Iteration 107Q: 3 clusters Score -1755200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1755202.125000 Penalty: 3173.093018
	Iteration 108Q: 3 clusters Score -1755202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1755203.875000 Penalty: 3173.093018
	Iteration 109Q: 3 clusters Score -1755204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1755203.875000 Penalty: 3173.093018
	Iteration 110Q: 3 clusters Score -1755204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1755204.500000 Penalty: 3173.093018
	Iteration 111Q: 3 clusters Score -1755204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1755204.750000 Penalty: 3173.093018
	Iteration 112Q: 3 clusters Score -1755205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1755204.250000 Penalty: 3173.093018
	Iteration 113Q: 3 clusters Score -1755204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1755204.250000 Penalty: 3173.093018
	Iteration 114F: 3 clusters Score -1755204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Entering Unmasked Estep 
Score: -2523139.500000 Penalty: 1639.464478
	Iteration 0F: 2 clusters Score -2523140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2506785.750000 Penalty: 3278.928955
	Iteration 0F: 3 clusters Score -2506786 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2513004.750000 Penalty: 3278.928955
	Iteration 1F: 3 clusters Score -2513005 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2513371.500000 Penalty: 3278.928955
	Iteration 2Q: 3 clusters Score -2513372 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2513775.250000 Penalty: 3278.928955
	Iteration 3Q: 3 clusters Score -2513775 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2514213.750000 Penalty: 3278.928955
	Iteration 4Q: 3 clusters Score -2514214 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2514731.750000 Penalty: 3278.928955
	Iteration 5Q: 3 clusters Score -2514732 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2515402.500000 Penalty: 3278.928955
	Iteration 6Q: 3 clusters Score -2515402 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2516274.000000 Penalty: 3278.928955
	Iteration 7F: 3 clusters Score -2516274 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2517281.250000 Penalty: 3278.928955
	Iteration 8F: 3 clusters Score -2517281 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2518217.750000 Penalty: 3278.928955
	Iteration 9F: 3 clusters Score -2518218 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2518776.250000 Penalty: 3278.928955
	Iteration 10Q: 3 clusters Score -2518776 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2519020.250000 Penalty: 3278.928955
	Iteration 11Q: 3 clusters Score -2519020 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2519173.500000 Penalty: 3278.928955
	Iteration 12Q: 3 clusters Score -2519174 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2519277.500000 Penalty: 3278.928955
	Iteration 13Q: 3 clusters Score -2519278 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2519335.750000 Penalty: 3278.928955
	Iteration 14Q: 3 clusters Score -2519336 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2519409.250000 Penalty: 3278.928955
	Iteration 15Q: 3 clusters Score -2519409 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2519484.750000 Penalty: 3278.928955
	Iteration 16Q: 3 clusters Score -2519485 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2519542.000000 Penalty: 3278.928955
	Iteration 17Q: 3 clusters Score -2519542 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2519578.000000 Penalty: 3278.928955
	Iteration 18Q: 3 clusters Score -2519578 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2519625.500000 Penalty: 3278.928955
	Iteration 19Q: 3 clusters Score -2519626 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2519664.000000 Penalty: 3278.928955
	Iteration 20F: 3 clusters Score -2519664 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2519712.750000 Penalty: 3278.928955
	Iteration 21Q: 3 clusters Score -2519713 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2519756.000000 Penalty: 3278.928955
	Iteration 22Q: 3 clusters Score -2519756 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2519809.250000 Penalty: 3278.928955
	Iteration 23Q: 3 clusters Score -2519809 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2519853.000000 Penalty: 3278.928955
	Iteration 24Q: 3 clusters Score -2519853 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2519891.250000 Penalty: 3278.928955
	Iteration 25Q: 3 clusters Score -2519891 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2519934.000000 Penalty: 3278.928955
	Iteration 26Q: 3 clusters Score -2519934 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2519946.750000 Penalty: 3278.928955
	Iteration 27Q: 3 clusters Score -2519947 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2519984.000000 Penalty: 3278.928955
	Iteration 28Q: 3 clusters Score -2519984 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2520007.750000 Penalty: 3278.928955
	Iteration 29Q: 3 clusters Score -2520008 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2520018.500000 Penalty: 3278.928955
	Iteration 30Q: 3 clusters Score -2520018 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2520025.000000 Penalty: 3278.928955
	Iteration 31Q: 3 clusters Score -2520025 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2520042.750000 Penalty: 3278.928955
	Iteration 32Q: 3 clusters Score -2520043 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2520056.500000 Penalty: 3278.928955
	Iteration 33Q: 3 clusters Score -2520056 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2520070.250000 Penalty: 3278.928955
	Iteration 34Q: 3 clusters Score -2520070 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -2520091.250000 Penalty: 3278.928955
	Iteration 35Q: 3 clusters Score -2520091 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2520107.000000 Penalty: 3278.928955
	Iteration 36Q: 3 clusters Score -2520107 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2520119.000000 Penalty: 3278.928955
	Iteration 37Q: 3 clusters Score -2520119 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2520124.750000 Penalty: 3278.928955
	Iteration 38Q: 3 clusters Score -2520125 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2520137.250000 Penalty: 3278.928955
	Iteration 39Q: 3 clusters Score -2520137 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2520149.500000 Penalty: 3278.928955
	Iteration 40F: 3 clusters Score -2520150 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2520164.750000 Penalty: 3278.928955
	Iteration 41Q: 3 clusters Score -2520165 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2520179.250000 Penalty: 3278.928955
	Iteration 42Q: 3 clusters Score -2520179 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2520189.750000 Penalty: 3278.928955
	Iteration 43Q: 3 clusters Score -2520190 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2520210.500000 Penalty: 3278.928955
	Iteration 44Q: 3 clusters Score -2520210 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2520221.750000 Penalty: 3278.928955
	Iteration 45Q: 3 clusters Score -2520222 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2520231.000000 Penalty: 3278.928955
	Iteration 46Q: 3 clusters Score -2520231 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2520249.000000 Penalty: 3278.928955
	Iteration 47Q: 3 clusters Score -2520249 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2520257.500000 Penalty: 3278.928955
	Iteration 48Q: 3 clusters Score -2520258 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2520267.750000 Penalty: 3278.928955
	Iteration 49Q: 3 clusters Score -2520268 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2520278.000000 Penalty: 3278.928955
	Iteration 50Q: 3 clusters Score -2520278 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2520290.500000 Penalty: 3278.928955
	Iteration 51Q: 3 clusters Score -2520290 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2520302.500000 Penalty: 3278.928955
	Iteration 52Q: 3 clusters Score -2520302 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2520326.000000 Penalty: 3278.928955
	Iteration 53Q: 3 clusters Score -2520326 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2520349.500000 Penalty: 3278.928955
	Iteration 54Q: 3 clusters Score -2520350 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2520362.250000 Penalty: 3278.928955
	Iteration 55Q: 3 clusters Score -2520362 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2520372.000000 Penalty: 3278.928955
	Iteration 56Q: 3 clusters Score -2520372 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2520383.500000 Penalty: 3278.928955
	Iteration 57Q: 3 clusters Score -2520384 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2520394.750000 Penalty: 3278.928955
	Iteration 58Q: 3 clusters Score -2520395 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2520411.750000 Penalty: 3278.928955
	Iteration 59Q: 3 clusters Score -2520412 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2520436.000000 Penalty: 3278.928955
	Iteration 60F: 3 clusters Score -2520436 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2520460.250000 Penalty: 3278.928955
	Iteration 61Q: 3 clusters Score -2520460 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2520470.750000 Penalty: 3278.928955
	Iteration 62Q: 3 clusters Score -2520471 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2520492.500000 Penalty: 3278.928955
	Iteration 63Q: 3 clusters Score -2520492 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2520500.000000 Penalty: 3278.928955
	Iteration 64Q: 3 clusters Score -2520500 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2520513.250000 Penalty: 3278.928955
	Iteration 65Q: 3 clusters Score -2520513 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2520539.000000 Penalty: 3278.928955
	Iteration 66Q: 3 clusters Score -2520539 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2520566.250000 Penalty: 3278.928955
	Iteration 67Q: 3 clusters Score -2520566 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2520586.500000 Penalty: 3278.928955
	Iteration 68Q: 3 clusters Score -2520586 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2520620.750000 Penalty: 3278.928955
	Iteration 69Q: 3 clusters Score -2520621 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2520649.000000 Penalty: 3278.928955
	Iteration 70Q: 3 clusters Score -2520649 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2520664.750000 Penalty: 3278.928955
	Iteration 71Q: 3 clusters Score -2520665 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2520689.750000 Penalty: 3278.928955
	Iteration 72Q: 3 clusters Score -2520690 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2520714.000000 Penalty: 3278.928955
	Iteration 73Q: 3 clusters Score -2520714 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2520741.500000 Penalty: 3278.928955
	Iteration 74Q: 3 clusters Score -2520742 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2520776.750000 Penalty: 3278.928955
	Iteration 75Q: 3 clusters Score -2520777 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2520799.500000 Penalty: 3278.928955
	Iteration 76Q: 3 clusters Score -2520800 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2520841.250000 Penalty: 3278.928955
	Iteration 77Q: 3 clusters Score -2520841 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2520881.750000 Penalty: 3278.928955
	Iteration 78Q: 3 clusters Score -2520882 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2520907.250000 Penalty: 3278.928955
	Iteration 79Q: 3 clusters Score -2520907 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2520936.750000 Penalty: 3278.928955
	Iteration 80F: 3 clusters Score -2520937 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2520969.000000 Penalty: 3278.928955
	Iteration 81Q: 3 clusters Score -2520969 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2521003.750000 Penalty: 3278.928955
	Iteration 82Q: 3 clusters Score -2521004 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2521033.250000 Penalty: 3278.928955
	Iteration 83Q: 3 clusters Score -2521033 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2521069.000000 Penalty: 3278.928955
	Iteration 84Q: 3 clusters Score -2521069 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2521104.500000 Penalty: 3278.928955
	Iteration 85Q: 3 clusters Score -2521104 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2521131.750000 Penalty: 3278.928955
	Iteration 86Q: 3 clusters Score -2521132 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2521167.500000 Penalty: 3278.928955
	Iteration 87Q: 3 clusters Score -2521168 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2521203.000000 Penalty: 3278.928955
	Iteration 88Q: 3 clusters Score -2521203 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2521236.500000 Penalty: 3278.928955
	Iteration 89Q: 3 clusters Score -2521236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2521260.250000 Penalty: 3278.928955
	Iteration 90Q: 3 clusters Score -2521260 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2521292.500000 Penalty: 3278.928955
	Iteration 91Q: 3 clusters Score -2521292 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2521325.750000 Penalty: 3278.928955
	Iteration 92Q: 3 clusters Score -2521326 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2521358.250000 Penalty: 3278.928955
	Iteration 93Q: 3 clusters Score -2521358 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2521395.750000 Penalty: 3278.928955
	Iteration 94Q: 3 clusters Score -2521396 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2521418.000000 Penalty: 3278.928955
	Iteration 95Q: 3 clusters Score -2521418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2521443.500000 Penalty: 3278.928955
	Iteration 96Q: 3 clusters Score -2521444 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2521468.750000 Penalty: 3278.928955
	Iteration 97Q: 3 clusters Score -2521469 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2521492.250000 Penalty: 3278.928955
	Iteration 98Q: 3 clusters Score -2521492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2521508.500000 Penalty: 3278.928955
	Iteration 99Q: 3 clusters Score -2521508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2521518.250000 Penalty: 3278.928955
	Iteration 100F: 3 clusters Score -2521518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2521535.500000 Penalty: 3278.928955
	Iteration 101Q: 3 clusters Score -2521536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2521541.000000 Penalty: 3278.928955
	Iteration 102Q: 3 clusters Score -2521541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2521551.000000 Penalty: 3278.928955
	Iteration 103Q: 3 clusters Score -2521551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2521557.500000 Penalty: 3278.928955
	Iteration 104Q: 3 clusters Score -2521558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2521572.000000 Penalty: 3278.928955
	Iteration 105Q: 3 clusters Score -2521572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2521581.750000 Penalty: 3278.928955
	Iteration 106Q: 3 clusters Score -2521582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2521589.250000 Penalty: 3278.928955
	Iteration 107Q: 3 clusters Score -2521589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2521606.750000 Penalty: 3278.928955
	Iteration 108Q: 3 clusters Score -2521607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2521615.500000 Penalty: 3278.928955
	Iteration 109Q: 3 clusters Score -2521616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2521632.000000 Penalty: 3278.928955
	Iteration 110Q: 3 clusters Score -2521632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2521636.750000 Penalty: 3278.928955
	Iteration 111Q: 3 clusters Score -2521637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2521645.500000 Penalty: 3278.928955
	Iteration 112Q: 3 clusters Score -2521646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2521650.750000 Penalty: 3278.928955
	Iteration 113Q: 3 clusters Score -2521651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2521651.250000 Penalty: 3278.928955
	Iteration 114Q: 3 clusters Score -2521651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2521656.500000 Penalty: 3278.928955
	Iteration 115Q: 3 clusters Score -2521656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2521666.250000 Penalty: 3278.928955
	Iteration 116Q: 3 clusters Score -2521666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2521675.500000 Penalty: 3278.928955
	Iteration 117Q: 3 clusters Score -2521676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2521677.000000 Penalty: 3278.928955
	Iteration 118Q: 3 clusters Score -2521677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2521683.250000 Penalty: 3278.928955
	Iteration 119Q: 3 clusters Score -2521683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2521686.500000 Penalty: 3278.928955
	Iteration 120F: 3 clusters Score -2521686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2521694.000000 Penalty: 3278.928955
	Iteration 121Q: 3 clusters Score -2521694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2521699.750000 Penalty: 3278.928955
	Iteration 122Q: 3 clusters Score -2521700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2521708.750000 Penalty: 3278.928955
	Iteration 123Q: 3 clusters Score -2521709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2521709.750000 Penalty: 3278.928955
	Iteration 124Q: 3 clusters Score -2521710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2521717.000000 Penalty: 3278.928955
	Iteration 125Q: 3 clusters Score -2521717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2521720.750000 Penalty: 3278.928955
	Iteration 126Q: 3 clusters Score -2521721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2521722.750000 Penalty: 3278.928955
	Iteration 127Q: 3 clusters Score -2521723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2521729.000000 Penalty: 3278.928955
	Iteration 128Q: 3 clusters Score -2521729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2521732.750000 Penalty: 3278.928955
	Iteration 129Q: 3 clusters Score -2521733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2521728.500000 Penalty: 3278.928955
	Iteration 130Q: 3 clusters Score -2521728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2521742.750000 Penalty: 3278.928955
	Iteration 131Q: 3 clusters Score -2521743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2521742.500000 Penalty: 3278.928955
	Iteration 132Q: 3 clusters Score -2521742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2521751.250000 Penalty: 3278.928955
	Iteration 133Q: 3 clusters Score -2521751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2521752.500000 Penalty: 3278.928955
	Iteration 134Q: 3 clusters Score -2521752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2521751.750000 Penalty: 3278.928955
	Iteration 135Q: 3 clusters Score -2521752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2521759.750000 Penalty: 3278.928955
	Iteration 136Q: 3 clusters Score -2521760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2521761.750000 Penalty: 3278.928955
	Iteration 137Q: 3 clusters Score -2521762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2521763.250000 Penalty: 3278.928955
	Iteration 138Q: 3 clusters Score -2521763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2521763.000000 Penalty: 3278.928955
	Iteration 139Q: 3 clusters Score -2521763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2521766.750000 Penalty: 3278.928955
	Iteration 140F: 3 clusters Score -2521767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2521769.000000 Penalty: 3278.928955
	Iteration 141Q: 3 clusters Score -2521769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2521771.750000 Penalty: 3278.928955
	Iteration 142Q: 3 clusters Score -2521772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2521769.250000 Penalty: 3278.928955
	Iteration 143Q: 3 clusters Score -2521769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2521772.250000 Penalty: 3278.928955
	Iteration 144Q: 3 clusters Score -2521772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2521772.500000 Penalty: 3278.928955
	Iteration 145Q: 3 clusters Score -2521772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2521773.000000 Penalty: 3278.928955
	Iteration 146Q: 3 clusters Score -2521773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2521774.500000 Penalty: 3278.928955
	Iteration 147Q: 3 clusters Score -2521774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2521778.750000 Penalty: 3278.928955
	Iteration 148Q: 3 clusters Score -2521779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2521779.250000 Penalty: 3278.928955
	Iteration 149Q: 3 clusters Score -2521779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2521779.250000 Penalty: 3278.928955
	Iteration 150Q: 3 clusters Score -2521779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2521779.250000 Penalty: 3278.928955
	Iteration 151F: 3 clusters Score -2521779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Entering Unmasked Estep 
Score: -1357860.500000 Penalty: 1545.567627
	Iteration 0F: 2 clusters Score -1357860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1348417.875000 Penalty: 3091.135254
	Iteration 0F: 3 clusters Score -1348418 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1351539.000000 Penalty: 3091.135254
	Iteration 1F: 3 clusters Score -1351539 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1351802.375000 Penalty: 3091.135254
	Iteration 2F: 3 clusters Score -1351802 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1352045.000000 Penalty: 3091.135254
	Iteration 3Q: 3 clusters Score -1352045 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1352217.250000 Penalty: 3091.135254
	Iteration 4Q: 3 clusters Score -1352217 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1352362.125000 Penalty: 3091.135254
	Iteration 5Q: 3 clusters Score -1352362 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1352511.875000 Penalty: 3091.135254
	Iteration 6Q: 3 clusters Score -1352512 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1352694.750000 Penalty: 3091.135254
	Iteration 7Q: 3 clusters Score -1352695 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1352965.875000 Penalty: 3091.135254
	Iteration 8Q: 3 clusters Score -1352966 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1353283.375000 Penalty: 3091.135254
	Iteration 9Q: 3 clusters Score -1353283 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1353752.750000 Penalty: 3091.135254
	Iteration 10Q: 3 clusters Score -1353753 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1354390.375000 Penalty: 3091.135254
	Iteration 11F: 3 clusters Score -1354390 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1355131.250000 Penalty: 3091.135254
	Iteration 12F: 3 clusters Score -1355131 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1355760.875000 Penalty: 3091.135254
	Iteration 13Q: 3 clusters Score -1355761 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1356116.250000 Penalty: 3091.135254
	Iteration 14Q: 3 clusters Score -1356116 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1356302.750000 Penalty: 3091.135254
	Iteration 15Q: 3 clusters Score -1356303 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1356382.500000 Penalty: 3091.135254
	Iteration 16Q: 3 clusters Score -1356382 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1356424.875000 Penalty: 3091.135254
	Iteration 17Q: 3 clusters Score -1356425 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1356456.500000 Penalty: 3091.135254
	Iteration 18Q: 3 clusters Score -1356456 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1356470.250000 Penalty: 3091.135254
	Iteration 19Q: 3 clusters Score -1356470 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1356481.625000 Penalty: 3091.135254
	Iteration 20F: 3 clusters Score -1356482 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1356495.625000 Penalty: 3091.135254
	Iteration 21Q: 3 clusters Score -1356496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1356506.375000 Penalty: 3091.135254
	Iteration 22Q: 3 clusters Score -1356506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1356510.500000 Penalty: 3091.135254
	Iteration 23Q: 3 clusters Score -1356510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1356513.000000 Penalty: 3091.135254
	Iteration 24Q: 3 clusters Score -1356513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1356516.000000 Penalty: 3091.135254
	Iteration 25Q: 3 clusters Score -1356516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1356515.375000 Penalty: 3091.135254
	Iteration 26Q: 3 clusters Score -1356515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1356521.375000 Penalty: 3091.135254
	Iteration 27Q: 3 clusters Score -1356521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1356524.000000 Penalty: 3091.135254
	Iteration 28Q: 3 clusters Score -1356524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1356528.000000 Penalty: 3091.135254
	Iteration 29Q: 3 clusters Score -1356528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1356529.000000 Penalty: 3091.135254
	Iteration 30Q: 3 clusters Score -1356529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1356532.000000 Penalty: 3091.135254
	Iteration 31Q: 3 clusters Score -1356532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1356530.625000 Penalty: 3091.135254
	Iteration 32Q: 3 clusters Score -1356531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1356535.375000 Penalty: 3091.135254
	Iteration 33Q: 3 clusters Score -1356535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1356536.250000 Penalty: 3091.135254
	Iteration 34Q: 3 clusters Score -1356536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1356536.500000 Penalty: 3091.135254
	Iteration 35Q: 3 clusters Score -1356536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1356538.625000 Penalty: 3091.135254
	Iteration 36Q: 3 clusters Score -1356539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1356537.125000 Penalty: 3091.135254
	Iteration 37Q: 3 clusters Score -1356537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1356538.000000 Penalty: 3091.135254
	Iteration 38Q: 3 clusters Score -1356538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1356539.000000 Penalty: 3091.135254
	Iteration 39Q: 3 clusters Score -1356539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1356538.250000 Penalty: 3091.135254
	Iteration 40F: 3 clusters Score -1356538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Entering Unmasked Estep 
Score: -211304.046875 Penalty: 1264.434937
	Iteration 0F: 2 clusters Score -211304 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 1205 members 
Entering Unmasked Estep 
Score: -208943.140625 Penalty: 2528.869873
	Iteration 0F: 3 clusters Score -208943.1 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -209572.421875 Penalty: 2528.869873
	Iteration 1F: 3 clusters Score -209572.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -209820.734375 Penalty: 2528.869873
	Iteration 2F: 3 clusters Score -209820.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -210020.234375 Penalty: 2528.869873
	Iteration 3F: 3 clusters Score -210020.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -210143.421875 Penalty: 2528.869873
	Iteration 4F: 3 clusters Score -210143.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -210246.406250 Penalty: 2528.869873
	Iteration 5Q: 3 clusters Score -210246.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -210316.640625 Penalty: 2528.869873
	Iteration 6Q: 3 clusters Score -210316.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -210354.578125 Penalty: 2528.869873
	Iteration 7Q: 3 clusters Score -210354.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -210376.437500 Penalty: 2528.869873
	Iteration 8Q: 3 clusters Score -210376.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -210392.750000 Penalty: 2528.869873
	Iteration 9Q: 3 clusters Score -210392.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -210408.609375 Penalty: 2528.869873
	Iteration 10Q: 3 clusters Score -210408.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -210416.031250 Penalty: 2528.869873
	Iteration 11Q: 3 clusters Score -210416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -210421.531250 Penalty: 2528.869873
	Iteration 12Q: 3 clusters Score -210421.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -210425.062500 Penalty: 2528.869873
	Iteration 13Q: 3 clusters Score -210425.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -210427.015625 Penalty: 2528.869873
	Iteration 14Q: 3 clusters Score -210427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -210427.859375 Penalty: 2528.869873
	Iteration 15Q: 3 clusters Score -210427.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -210429.640625 Penalty: 2528.869873
	Iteration 16Q: 3 clusters Score -210429.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -210429.640625 Penalty: 2528.869873
	Iteration 17F: 3 clusters Score -210429.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (139571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139571 members 
Entering Unmasked Estep 
Score: -14372823.000000 Penalty: 1925.028442
	Iteration 0F: 2 clusters Score -1.437282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69996 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -14282018.000000 Penalty: 3850.056885
	Iteration 0F: 3 clusters Score -1.428202e+07 nChanged 67294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73126 members 
Mstep: Class 2 contains 66445 members 
Entering Unmasked Estep 
Score: -14321964.000000 Penalty: 3850.056885
	Iteration 1F: 3 clusters Score -1.432196e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74681 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -14323143.000000 Penalty: 3850.056885
	Iteration 2Q: 3 clusters Score -1.432314e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76926 members 
Mstep: Class 2 contains 62645 members 
Entering Unmasked Estep 
Score: -14324648.000000 Penalty: 3850.056885
	Iteration 3Q: 3 clusters Score -1.432465e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80174 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -14326851.000000 Penalty: 3850.056885
	Iteration 4Q: 3 clusters Score -1.432685e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84659 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -14330085.000000 Penalty: 3850.056885
	Iteration 5Q: 3 clusters Score -1.433008e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90764 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -14334857.000000 Penalty: 3850.056885
	Iteration 6F: 3 clusters Score -1.433486e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98060 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -14340915.000000 Penalty: 3850.056885
	Iteration 7F: 3 clusters Score -1.434092e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105944 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -14347435.000000 Penalty: 3850.056885
	Iteration 8F: 3 clusters Score -1.434744e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113326 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -14353190.000000 Penalty: 3850.056885
	Iteration 9F: 3 clusters Score -1.435319e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119440 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -14357675.000000 Penalty: 3850.056885
	Iteration 10Q: 3 clusters Score -1.435768e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124221 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -14360918.000000 Penalty: 3850.056885
	Iteration 11Q: 3 clusters Score -1.436092e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127949 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -14363365.000000 Penalty: 3850.056885
	Iteration 12Q: 3 clusters Score -1.436336e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130834 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -14365340.000000 Penalty: 3850.056885
	Iteration 13Q: 3 clusters Score -1.436534e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133091 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -14366886.000000 Penalty: 3850.056885
	Iteration 14Q: 3 clusters Score -1.436689e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134771 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -14368083.000000 Penalty: 3850.056885
	Iteration 15Q: 3 clusters Score -1.436808e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136008 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -14368985.000000 Penalty: 3850.056885
	Iteration 16Q: 3 clusters Score -1.436898e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136846 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -14369596.000000 Penalty: 3850.056885
	Iteration 17Q: 3 clusters Score -1.43696e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137412 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -14369985.000000 Penalty: 3850.056885
	Iteration 18Q: 3 clusters Score -1.436998e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137791 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -14370209.000000 Penalty: 3850.056885
	Iteration 19Q: 3 clusters Score -1.437021e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138053 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -14370373.000000 Penalty: 3850.056885
	Iteration 20F: 3 clusters Score -1.437037e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138242 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -14370523.000000 Penalty: 3850.056885
	Iteration 21Q: 3 clusters Score -1.437052e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138375 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -14370614.000000 Penalty: 3850.056885
	Iteration 22Q: 3 clusters Score -1.437061e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138479 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -14370694.000000 Penalty: 3850.056885
	Iteration 23Q: 3 clusters Score -1.437069e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138552 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -14370739.000000 Penalty: 3850.056885
	Iteration 24Q: 3 clusters Score -1.437074e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138609 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -14370789.000000 Penalty: 3850.056885
	Iteration 25Q: 3 clusters Score -1.437079e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138648 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -14370816.000000 Penalty: 3850.056885
	Iteration 26Q: 3 clusters Score -1.437082e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138677 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -14370849.000000 Penalty: 3850.056885
	Iteration 27Q: 3 clusters Score -1.437085e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138697 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -14370867.000000 Penalty: 3850.056885
	Iteration 28Q: 3 clusters Score -1.437087e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138713 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -14370880.000000 Penalty: 3850.056885
	Iteration 29Q: 3 clusters Score -1.437088e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138725 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -14370896.000000 Penalty: 3850.056885
	Iteration 30Q: 3 clusters Score -1.43709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138737 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -14370903.000000 Penalty: 3850.056885
	Iteration 31Q: 3 clusters Score -1.43709e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138756 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -14370901.000000 Penalty: 3850.056885
	Iteration 32Q: 3 clusters Score -1.43709e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138773 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -14370899.000000 Penalty: 3850.056885
	Iteration 33Q: 3 clusters Score -1.43709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138787 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -14370907.000000 Penalty: 3850.056885
	Iteration 34Q: 3 clusters Score -1.437091e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138797 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -14370922.000000 Penalty: 3850.056885
	Iteration 35Q: 3 clusters Score -1.437092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138803 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -14370934.000000 Penalty: 3850.056885
	Iteration 36Q: 3 clusters Score -1.437093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138805 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -14370937.000000 Penalty: 3850.056885
	Iteration 37Q: 3 clusters Score -1.437094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138806 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -14370937.000000 Penalty: 3850.056885
	Iteration 38Q: 3 clusters Score -1.437094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138809 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -14370948.000000 Penalty: 3850.056885
	Iteration 39Q: 3 clusters Score -1.437095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138813 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -14370947.000000 Penalty: 3850.056885
	Iteration 40F: 3 clusters Score -1.437095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138815 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -14370944.000000 Penalty: 3850.056885
	Iteration 41Q: 3 clusters Score -1.437094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138818 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -14370965.000000 Penalty: 3850.056885
	Iteration 42Q: 3 clusters Score -1.437096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138825 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -14370969.000000 Penalty: 3850.056885
	Iteration 43Q: 3 clusters Score -1.437097e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138834 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -14370965.000000 Penalty: 3850.056885
	Iteration 44Q: 3 clusters Score -1.437096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138841 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -14370969.000000 Penalty: 3850.056885
	Iteration 45Q: 3 clusters Score -1.437097e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138850 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -14370965.000000 Penalty: 3850.056885
	Iteration 46Q: 3 clusters Score -1.437096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138857 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -14370982.000000 Penalty: 3850.056885
	Iteration 47Q: 3 clusters Score -1.437098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138863 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -14370979.000000 Penalty: 3850.056885
	Iteration 48Q: 3 clusters Score -1.437098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138870 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -14370982.000000 Penalty: 3850.056885
	Iteration 49Q: 3 clusters Score -1.437098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138877 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -14370983.000000 Penalty: 3850.056885
	Iteration 50Q: 3 clusters Score -1.437098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138879 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -14370983.000000 Penalty: 3850.056885
	Iteration 51Q: 3 clusters Score -1.437098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138883 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -14370985.000000 Penalty: 3850.056885
	Iteration 52Q: 3 clusters Score -1.437098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138884 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -14370993.000000 Penalty: 3850.056885
	Iteration 53Q: 3 clusters Score -1.437099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138887 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -14370995.000000 Penalty: 3850.056885
	Iteration 54Q: 3 clusters Score -1.4371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138889 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -14370998.000000 Penalty: 3850.056885
	Iteration 55Q: 3 clusters Score -1.4371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138890 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -14371008.000000 Penalty: 3850.056885
	Iteration 56Q: 3 clusters Score -1.437101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138892 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -14371005.000000 Penalty: 3850.056885
	Iteration 57Q: 3 clusters Score -1.4371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138895 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -14371010.000000 Penalty: 3850.056885
	Iteration 58Q: 3 clusters Score -1.437101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138897 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -14371010.000000 Penalty: 3850.056885
	Iteration 59Q: 3 clusters Score -1.437101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138899 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -14371006.000000 Penalty: 3850.056885
	Iteration 60F: 3 clusters Score -1.437101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138900 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -14371005.000000 Penalty: 3850.056885
	Iteration 61Q: 3 clusters Score -1.4371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138901 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -14371002.000000 Penalty: 3850.056885
	Iteration 62Q: 3 clusters Score -1.4371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138901 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -14371002.000000 Penalty: 3850.056885
	Iteration 63F: 3 clusters Score -1.4371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (148840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148840 members 
Entering Unmasked Estep 
Score: -15126689.000000 Penalty: 1935.476929
	Iteration 0F: 2 clusters Score -1.512669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74603 members 
Mstep: Class 2 contains 74237 members 
Entering Unmasked Estep 
Score: -15027461.000000 Penalty: 3870.953857
	Iteration 0F: 3 clusters Score -1.502746e+07 nChanged 71876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79169 members 
Mstep: Class 2 contains 69671 members 
Entering Unmasked Estep 
Score: -15071362.000000 Penalty: 3870.953857
	Iteration 1F: 3 clusters Score -1.507136e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81769 members 
Mstep: Class 2 contains 67071 members 
Entering Unmasked Estep 
Score: -15073267.000000 Penalty: 3870.953857
	Iteration 2Q: 3 clusters Score -1.507327e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85391 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -15076034.000000 Penalty: 3870.953857
	Iteration 3Q: 3 clusters Score -1.507603e+07 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90150 members 
Mstep: Class 2 contains 58690 members 
Entering Unmasked Estep 
Score: -15080190.000000 Penalty: 3870.953857
	Iteration 4F: 3 clusters Score -1.508019e+07 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95775 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -15085931.000000 Penalty: 3870.953857
	Iteration 5F: 3 clusters Score -1.508593e+07 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101588 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -15093233.000000 Penalty: 3870.953857
	Iteration 6F: 3 clusters Score -1.509323e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106451 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -15100568.000000 Penalty: 3870.953857
	Iteration 7F: 3 clusters Score -1.510057e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109800 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -15105102.000000 Penalty: 3870.953857
	Iteration 8Q: 3 clusters Score -1.51051e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112498 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -15107415.000000 Penalty: 3870.953857
	Iteration 9Q: 3 clusters Score -1.510742e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115102 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -15108764.000000 Penalty: 3870.953857
	Iteration 10Q: 3 clusters Score -1.510876e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117754 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -15109896.000000 Penalty: 3870.953857
	Iteration 11Q: 3 clusters Score -1.51099e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120484 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -15111068.000000 Penalty: 3870.953857
	Iteration 12Q: 3 clusters Score -1.511107e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123180 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -15112135.000000 Penalty: 3870.953857
	Iteration 13Q: 3 clusters Score -1.511214e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125878 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -15113283.000000 Penalty: 3870.953857
	Iteration 14Q: 3 clusters Score -1.511328e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128522 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -15114498.000000 Penalty: 3870.953857
	Iteration 15Q: 3 clusters Score -1.51145e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131173 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -15115759.000000 Penalty: 3870.953857
	Iteration 16Q: 3 clusters Score -1.511576e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133692 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -15116956.000000 Penalty: 3870.953857
	Iteration 17Q: 3 clusters Score -1.511696e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136072 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -15118083.000000 Penalty: 3870.953857
	Iteration 18Q: 3 clusters Score -1.511808e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138331 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -15119365.000000 Penalty: 3870.953857
	Iteration 19Q: 3 clusters Score -1.511936e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140477 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -15120716.000000 Penalty: 3870.953857
	Iteration 20F: 3 clusters Score -1.512072e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142379 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -15121848.000000 Penalty: 3870.953857
	Iteration 21Q: 3 clusters Score -1.512185e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143943 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -15122650.000000 Penalty: 3870.953857
	Iteration 22Q: 3 clusters Score -1.512265e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145196 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -15123367.000000 Penalty: 3870.953857
	Iteration 23Q: 3 clusters Score -1.512337e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146150 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -15123864.000000 Penalty: 3870.953857
	Iteration 24Q: 3 clusters Score -1.512386e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146835 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -15124207.000000 Penalty: 3870.953857
	Iteration 25Q: 3 clusters Score -1.512421e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147279 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -15124445.000000 Penalty: 3870.953857
	Iteration 26Q: 3 clusters Score -1.512444e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147592 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -15124657.000000 Penalty: 3870.953857
	Iteration 27Q: 3 clusters Score -1.512466e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147799 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -15124777.000000 Penalty: 3870.953857
	Iteration 28Q: 3 clusters Score -1.512478e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147925 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -15124855.000000 Penalty: 3870.953857
	Iteration 29Q: 3 clusters Score -1.512486e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148008 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -15124924.000000 Penalty: 3870.953857
	Iteration 30Q: 3 clusters Score -1.512492e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148070 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -15124950.000000 Penalty: 3870.953857
	Iteration 31Q: 3 clusters Score -1.512495e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148117 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -15124982.000000 Penalty: 3870.953857
	Iteration 32Q: 3 clusters Score -1.512498e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148159 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -15125015.000000 Penalty: 3870.953857
	Iteration 33Q: 3 clusters Score -1.512502e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148196 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -15125022.000000 Penalty: 3870.953857
	Iteration 34Q: 3 clusters Score -1.512502e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148215 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -15125036.000000 Penalty: 3870.953857
	Iteration 35Q: 3 clusters Score -1.512504e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148234 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -15125047.000000 Penalty: 3870.953857
	Iteration 36Q: 3 clusters Score -1.512505e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148261 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -15125057.000000 Penalty: 3870.953857
	Iteration 37Q: 3 clusters Score -1.512506e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148278 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -15125075.000000 Penalty: 3870.953857
	Iteration 38Q: 3 clusters Score -1.512508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148295 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -15125103.000000 Penalty: 3870.953857
	Iteration 39Q: 3 clusters Score -1.51251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148302 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -15125096.000000 Penalty: 3870.953857
	Iteration 40F: 3 clusters Score -1.51251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148306 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -15125103.000000 Penalty: 3870.953857
	Iteration 41Q: 3 clusters Score -1.51251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148310 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -15125099.000000 Penalty: 3870.953857
	Iteration 42Q: 3 clusters Score -1.51251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148312 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -15125107.000000 Penalty: 3870.953857
	Iteration 43Q: 3 clusters Score -1.512511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148315 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -15125105.000000 Penalty: 3870.953857
	Iteration 44Q: 3 clusters Score -1.51251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148316 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -15125101.000000 Penalty: 3870.953857
	Iteration 45Q: 3 clusters Score -1.51251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148316 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -15125101.000000 Penalty: 3870.953857
	Iteration 46F: 3 clusters Score -1.51251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (161784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161784 members 
Entering Unmasked Estep 
Score: -16305077.000000 Penalty: 1949.027832
	Iteration 0F: 2 clusters Score -1.630508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80971 members 
Mstep: Class 2 contains 80813 members 
Entering Unmasked Estep 
Score: -16199001.000000 Penalty: 3898.055664
	Iteration 0F: 3 clusters Score -1.6199e+07 nChanged 78166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84239 members 
Mstep: Class 2 contains 77545 members 
Entering Unmasked Estep 
Score: -16244572.000000 Penalty: 3898.055664
	Iteration 1F: 3 clusters Score -1.624457e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86272 members 
Mstep: Class 2 contains 75512 members 
Entering Unmasked Estep 
Score: -16245541.000000 Penalty: 3898.055664
	Iteration 2Q: 3 clusters Score -1.624554e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89464 members 
Mstep: Class 2 contains 72320 members 
Entering Unmasked Estep 
Score: -16246572.000000 Penalty: 3898.055664
	Iteration 3Q: 3 clusters Score -1.624657e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94364 members 
Mstep: Class 2 contains 67420 members 
Entering Unmasked Estep 
Score: -16248331.000000 Penalty: 3898.055664
	Iteration 4Q: 3 clusters Score -1.624833e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101760 members 
Mstep: Class 2 contains 60024 members 
Entering Unmasked Estep 
Score: -16251715.000000 Penalty: 3898.055664
	Iteration 5Q: 3 clusters Score -1.625172e+07 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112436 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -16258556.000000 Penalty: 3898.055664
	Iteration 6F: 3 clusters Score -1.625856e+07 nChanged 13897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126283 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -16269829.000000 Penalty: 3898.055664
	Iteration 7F: 3 clusters Score -1.626983e+07 nChanged 14764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141041 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -16284152.000000 Penalty: 3898.055664
	Iteration 8F: 3 clusters Score -1.628415e+07 nChanged 11644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152681 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -16296234.000000 Penalty: 3898.055664
	Iteration 9F: 3 clusters Score -1.629623e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158824 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -16301342.000000 Penalty: 3898.055664
	Iteration 10Q: 3 clusters Score -1.630134e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160849 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -16302814.000000 Penalty: 3898.055664
	Iteration 11Q: 3 clusters Score -1.630281e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161387 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -16303180.000000 Penalty: 3898.055664
	Iteration 12Q: 3 clusters Score -1.630318e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161526 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -16303306.000000 Penalty: 3898.055664
	Iteration 13Q: 3 clusters Score -1.630331e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161550 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16303353.000000 Penalty: 3898.055664
	Iteration 14Q: 3 clusters Score -1.630335e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161559 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16303380.000000 Penalty: 3898.055664
	Iteration 15Q: 3 clusters Score -1.630338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161569 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16303393.000000 Penalty: 3898.055664
	Iteration 16Q: 3 clusters Score -1.630339e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161575 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16303405.000000 Penalty: 3898.055664
	Iteration 17Q: 3 clusters Score -1.63034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161576 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16303406.000000 Penalty: 3898.055664
	Iteration 18Q: 3 clusters Score -1.630341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161575 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16303413.000000 Penalty: 3898.055664
	Iteration 19Q: 3 clusters Score -1.630341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161575 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16303423.000000 Penalty: 3898.055664
	Iteration 20F: 3 clusters Score -1.630342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161577 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16303422.000000 Penalty: 3898.055664
	Iteration 21Q: 3 clusters Score -1.630342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161578 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16303432.000000 Penalty: 3898.055664
	Iteration 22Q: 3 clusters Score -1.630343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161578 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16303432.000000 Penalty: 3898.055664
	Iteration 23F: 3 clusters Score -1.630343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -93921.976562 Penalty: 1114.516846
	Iteration 0F: 2 clusters Score -93921.98 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 463 members 
Entering Unmasked Estep 
Score: -92545.859375 Penalty: 2229.033691
	Iteration 0F: 3 clusters Score -92545.86 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -92772.078125 Penalty: 2229.033691
	Iteration 1F: 3 clusters Score -92772.08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -92832.820312 Penalty: 2229.033691
	Iteration 2F: 3 clusters Score -92832.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -92851.476562 Penalty: 2229.033691
	Iteration 3Q: 3 clusters Score -92851.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -92859.750000 Penalty: 2229.033691
	Iteration 4Q: 3 clusters Score -92859.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -92866.218750 Penalty: 2229.033691
	Iteration 5Q: 3 clusters Score -92866.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -92867.414062 Penalty: 2229.033691
	Iteration 6Q: 3 clusters Score -92867.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -92869.351562 Penalty: 2229.033691
	Iteration 7Q: 3 clusters Score -92869.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -92870.882812 Penalty: 2229.033691
	Iteration 8Q: 3 clusters Score -92870.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -92870.882812 Penalty: 2229.033691
	Iteration 9F: 3 clusters Score -92870.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 22236 members 
Mstep: Class 3 contains 145080 members 
Mstep: Class 4 contains 45035 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16524 members 
Mstep: Class 9 contains 59659 members 
Mstep: Class 10 contains 85840 members 
Mstep: Class 11 contains 68625 members 
Mstep: Class 12 contains 165710 members 
Mstep: Class 13 contains 163373 members 
Mstep: Class 14 contains 17385 members 
Mstep: Class 15 contains 24077 members 
Mstep: Class 16 contains 13510 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 139571 members 
Mstep: Class 20 contains 148840 members 
Mstep: Class 21 contains 161784 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975328.000000 Penalty: 43433.996094
Iteration 239Q: 20 clusters Score -1.279753e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 22235 members 
Mstep: Class 3 contains 145071 members 
Mstep: Class 4 contains 45038 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16527 members 
Mstep: Class 9 contains 59661 members 
Mstep: Class 10 contains 85848 members 
Mstep: Class 11 contains 68624 members 
Mstep: Class 12 contains 165700 members 
Mstep: Class 13 contains 163381 members 
Mstep: Class 14 contains 17373 members 
Mstep: Class 15 contains 24074 members 
Mstep: Class 16 contains 13514 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 139592 members 
Mstep: Class 20 contains 148838 members 
Mstep: Class 21 contains 161777 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975392.000000 Penalty: 43433.996094
Iteration 240F: 20 clusters Score -1.279754e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 22229 members 
Mstep: Class 3 contains 145069 members 
Mstep: Class 4 contains 45042 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16526 members 
Mstep: Class 9 contains 59659 members 
Mstep: Class 10 contains 85853 members 
Mstep: Class 11 contains 68621 members 
Mstep: Class 12 contains 165693 members 
Mstep: Class 13 contains 163386 members 
Mstep: Class 14 contains 17358 members 
Mstep: Class 15 contains 24066 members 
Mstep: Class 16 contains 13515 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 139618 members 
Mstep: Class 20 contains 148835 members 
Mstep: Class 21 contains 161784 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975280.000000 Penalty: 43433.996094
Iteration 241Q: 20 clusters Score -1.279753e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 22227 members 
Mstep: Class 3 contains 145067 members 
Mstep: Class 4 contains 45048 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16527 members 
Mstep: Class 9 contains 59658 members 
Mstep: Class 10 contains 85863 members 
Mstep: Class 11 contains 68622 members 
Mstep: Class 12 contains 165682 members 
Mstep: Class 13 contains 163385 members 
Mstep: Class 14 contains 17345 members 
Mstep: Class 15 contains 24056 members 
Mstep: Class 16 contains 13516 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 139633 members 
Mstep: Class 20 contains 148837 members 
Mstep: Class 21 contains 161791 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975216.000000 Penalty: 43433.996094
Iteration 242Q: 20 clusters Score -1.279752e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 22223 members 
Mstep: Class 3 contains 145069 members 
Mstep: Class 4 contains 45050 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16527 members 
Mstep: Class 9 contains 59657 members 
Mstep: Class 10 contains 85869 members 
Mstep: Class 11 contains 68627 members 
Mstep: Class 12 contains 165683 members 
Mstep: Class 13 contains 163383 members 
Mstep: Class 14 contains 17329 members 
Mstep: Class 15 contains 24047 members 
Mstep: Class 16 contains 13514 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 139647 members 
Mstep: Class 20 contains 148845 members 
Mstep: Class 21 contains 161788 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975176.000000 Penalty: 43433.996094
Iteration 243Q: 20 clusters Score -1.279752e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 22219 members 
Mstep: Class 3 contains 145066 members 
Mstep: Class 4 contains 45053 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16527 members 
Mstep: Class 9 contains 59660 members 
Mstep: Class 10 contains 85867 members 
Mstep: Class 11 contains 68623 members 
Mstep: Class 12 contains 165687 members 
Mstep: Class 13 contains 163384 members 
Mstep: Class 14 contains 17318 members 
Mstep: Class 15 contains 24035 members 
Mstep: Class 16 contains 13515 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 139657 members 
Mstep: Class 20 contains 148850 members 
Mstep: Class 21 contains 161799 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975104.000000 Penalty: 43433.996094
Iteration 244Q: 20 clusters Score -1.279751e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 22207 members 
Mstep: Class 3 contains 145064 members 
Mstep: Class 4 contains 45056 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16527 members 
Mstep: Class 9 contains 59664 members 
Mstep: Class 10 contains 85863 members 
Mstep: Class 11 contains 68625 members 
Mstep: Class 12 contains 165684 members 
Mstep: Class 13 contains 163385 members 
Mstep: Class 14 contains 17296 members 
Mstep: Class 15 contains 24032 members 
Mstep: Class 16 contains 13526 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 139671 members 
Mstep: Class 20 contains 148853 members 
Mstep: Class 21 contains 161809 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975232.000000 Penalty: 43433.996094
Iteration 245Q: 20 clusters Score -1.279752e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 22200 members 
Mstep: Class 3 contains 145061 members 
Mstep: Class 4 contains 45056 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16526 members 
Mstep: Class 9 contains 59664 members 
Mstep: Class 10 contains 85863 members 
Mstep: Class 11 contains 68628 members 
Mstep: Class 12 contains 165685 members 
Mstep: Class 13 contains 163390 members 
Mstep: Class 14 contains 17275 members 
Mstep: Class 15 contains 24019 members 
Mstep: Class 16 contains 13530 members 
Mstep: Class 17 contains 2396 members 
Mstep: Class 18 contains 139687 members 
Mstep: Class 20 contains 148854 members 
Mstep: Class 21 contains 161825 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975120.000000 Penalty: 43433.996094
Iteration 246Q: 20 clusters Score -1.279751e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 22191 members 
Mstep: Class 3 contains 145061 members 
Mstep: Class 4 contains 45057 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16525 members 
Mstep: Class 9 contains 59664 members 
Mstep: Class 10 contains 85866 members 
Mstep: Class 11 contains 68628 members 
Mstep: Class 12 contains 165685 members 
Mstep: Class 13 contains 163392 members 
Mstep: Class 14 contains 17254 members 
Mstep: Class 15 contains 24009 members 
Mstep: Class 16 contains 13541 members 
Mstep: Class 17 contains 2398 members 
Mstep: Class 18 contains 139701 members 
Mstep: Class 20 contains 148852 members 
Mstep: Class 21 contains 161836 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975104.000000 Penalty: 43433.996094
Iteration 247Q: 20 clusters Score -1.279751e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 22184 members 
Mstep: Class 3 contains 145050 members 
Mstep: Class 4 contains 45058 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16525 members 
Mstep: Class 9 contains 59668 members 
Mstep: Class 10 contains 85875 members 
Mstep: Class 11 contains 68627 members 
Mstep: Class 12 contains 165681 members 
Mstep: Class 13 contains 163391 members 
Mstep: Class 14 contains 17231 members 
Mstep: Class 15 contains 24000 members 
Mstep: Class 16 contains 13554 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 139717 members 
Mstep: Class 20 contains 148853 members 
Mstep: Class 21 contains 161849 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975088.000000 Penalty: 43433.996094
Iteration 248Q: 20 clusters Score -1.279751e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 22177 members 
Mstep: Class 3 contains 145036 members 
Mstep: Class 4 contains 45058 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16524 members 
Mstep: Class 9 contains 59667 members 
Mstep: Class 10 contains 85879 members 
Mstep: Class 11 contains 68628 members 
Mstep: Class 12 contains 165673 members 
Mstep: Class 13 contains 163393 members 
Mstep: Class 14 contains 17220 members 
Mstep: Class 15 contains 23995 members 
Mstep: Class 16 contains 13565 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 139734 members 
Mstep: Class 20 contains 148857 members 
Mstep: Class 21 contains 161860 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975152.000000 Penalty: 43433.996094
Iteration 249Q: 20 clusters Score -1.279752e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 22177 members 
Mstep: Class 3 contains 145029 members 
Mstep: Class 4 contains 45057 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16524 members 
Mstep: Class 9 contains 59669 members 
Mstep: Class 10 contains 85890 members 
Mstep: Class 11 contains 68628 members 
Mstep: Class 12 contains 165664 members 
Mstep: Class 13 contains 163391 members 
Mstep: Class 14 contains 17211 members 
Mstep: Class 15 contains 23991 members 
Mstep: Class 16 contains 13571 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 139746 members 
Mstep: Class 20 contains 148859 members 
Mstep: Class 21 contains 161865 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975264.000000 Penalty: 43433.996094
Iteration 250Q: 20 clusters Score -1.279753e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 22176 members 
Mstep: Class 3 contains 145023 members 
Mstep: Class 4 contains 45054 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16523 members 
Mstep: Class 9 contains 59671 members 
Mstep: Class 10 contains 85896 members 
Mstep: Class 11 contains 68628 members 
Mstep: Class 12 contains 165656 members 
Mstep: Class 13 contains 163394 members 
Mstep: Class 14 contains 17202 members 
Mstep: Class 15 contains 23992 members 
Mstep: Class 16 contains 13574 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 139758 members 
Mstep: Class 20 contains 148858 members 
Mstep: Class 21 contains 161870 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975200.000000 Penalty: 43433.996094
Iteration 251Q: 20 clusters Score -1.279752e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 22174 members 
Mstep: Class 3 contains 145011 members 
Mstep: Class 4 contains 45053 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16523 members 
Mstep: Class 9 contains 59673 members 
Mstep: Class 10 contains 85905 members 
Mstep: Class 11 contains 68631 members 
Mstep: Class 12 contains 165651 members 
Mstep: Class 13 contains 163400 members 
Mstep: Class 14 contains 17193 members 
Mstep: Class 15 contains 23990 members 
Mstep: Class 16 contains 13578 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 139769 members 
Mstep: Class 20 contains 148861 members 
Mstep: Class 21 contains 161863 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975200.000000 Penalty: 43433.996094
Iteration 252Q: 20 clusters Score -1.279752e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 22173 members 
Mstep: Class 3 contains 145010 members 
Mstep: Class 4 contains 45055 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16524 members 
Mstep: Class 9 contains 59674 members 
Mstep: Class 10 contains 85916 members 
Mstep: Class 11 contains 68630 members 
Mstep: Class 12 contains 165642 members 
Mstep: Class 13 contains 163403 members 
Mstep: Class 14 contains 17181 members 
Mstep: Class 15 contains 23986 members 
Mstep: Class 16 contains 13580 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 139780 members 
Mstep: Class 20 contains 148871 members 
Mstep: Class 21 contains 161850 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975200.000000 Penalty: 43433.996094
Iteration 253Q: 20 clusters Score -1.279752e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 22170 members 
Mstep: Class 3 contains 144999 members 
Mstep: Class 4 contains 45055 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16524 members 
Mstep: Class 9 contains 59674 members 
Mstep: Class 10 contains 85931 members 
Mstep: Class 11 contains 68629 members 
Mstep: Class 12 contains 165629 members 
Mstep: Class 13 contains 163407 members 
Mstep: Class 14 contains 17171 members 
Mstep: Class 15 contains 23976 members 
Mstep: Class 16 contains 13582 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 139798 members 
Mstep: Class 20 contains 148879 members 
Mstep: Class 21 contains 161850 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975240.000000 Penalty: 43433.996094
Iteration 254Q: 20 clusters Score -1.279752e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 22165 members 
Mstep: Class 3 contains 144988 members 
Mstep: Class 4 contains 45062 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16524 members 
Mstep: Class 9 contains 59668 members 
Mstep: Class 10 contains 85940 members 
Mstep: Class 11 contains 68630 members 
Mstep: Class 12 contains 165619 members 
Mstep: Class 13 contains 163411 members 
Mstep: Class 14 contains 17154 members 
Mstep: Class 15 contains 23965 members 
Mstep: Class 16 contains 13591 members 
Mstep: Class 17 contains 2400 members 
Mstep: Class 18 contains 139823 members 
Mstep: Class 20 contains 148884 members 
Mstep: Class 21 contains 161849 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975272.000000 Penalty: 43433.996094
Iteration 255Q: 20 clusters Score -1.279753e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 22155 members 
Mstep: Class 3 contains 144981 members 
Mstep: Class 4 contains 45068 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16527 members 
Mstep: Class 9 contains 59664 members 
Mstep: Class 10 contains 85943 members 
Mstep: Class 11 contains 68629 members 
Mstep: Class 12 contains 165614 members 
Mstep: Class 13 contains 163408 members 
Mstep: Class 14 contains 17142 members 
Mstep: Class 15 contains 23965 members 
Mstep: Class 16 contains 13602 members 
Mstep: Class 17 contains 2401 members 
Mstep: Class 18 contains 139836 members 
Mstep: Class 20 contains 148887 members 
Mstep: Class 21 contains 161851 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975184.000000 Penalty: 43433.996094
Iteration 256Q: 20 clusters Score -1.279752e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 22147 members 
Mstep: Class 3 contains 144968 members 
Mstep: Class 4 contains 45071 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16528 members 
Mstep: Class 9 contains 59665 members 
Mstep: Class 10 contains 85953 members 
Mstep: Class 11 contains 68627 members 
Mstep: Class 12 contains 165608 members 
Mstep: Class 13 contains 163409 members 
Mstep: Class 14 contains 17132 members 
Mstep: Class 15 contains 23959 members 
Mstep: Class 16 contains 13604 members 
Mstep: Class 17 contains 2400 members 
Mstep: Class 18 contains 139872 members 
Mstep: Class 20 contains 148883 members 
Mstep: Class 21 contains 161847 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975224.000000 Penalty: 43433.996094
Iteration 257Q: 20 clusters Score -1.279752e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 22140 members 
Mstep: Class 3 contains 144953 members 
Mstep: Class 4 contains 45072 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16528 members 
Mstep: Class 9 contains 59664 members 
Mstep: Class 10 contains 85967 members 
Mstep: Class 11 contains 68626 members 
Mstep: Class 12 contains 165601 members 
Mstep: Class 13 contains 163415 members 
Mstep: Class 14 contains 17124 members 
Mstep: Class 15 contains 23959 members 
Mstep: Class 16 contains 13604 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 139898 members 
Mstep: Class 20 contains 148884 members 
Mstep: Class 21 contains 161840 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975288.000000 Penalty: 43433.996094
Iteration 258Q: 20 clusters Score -1.279753e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 22137 members 
Mstep: Class 3 contains 144938 members 
Mstep: Class 4 contains 45075 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16529 members 
Mstep: Class 9 contains 59662 members 
Mstep: Class 10 contains 85972 members 
Mstep: Class 11 contains 68632 members 
Mstep: Class 12 contains 165591 members 
Mstep: Class 13 contains 163417 members 
Mstep: Class 14 contains 17114 members 
Mstep: Class 15 contains 23956 members 
Mstep: Class 16 contains 13601 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 139924 members 
Mstep: Class 20 contains 148885 members 
Mstep: Class 21 contains 161844 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975200.000000 Penalty: 43433.996094
Iteration 259Q: 20 clusters Score -1.279752e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 22135 members 
Mstep: Class 3 contains 144923 members 
Mstep: Class 4 contains 45076 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16527 members 
Mstep: Class 9 contains 59665 members 
Mstep: Class 10 contains 85985 members 
Mstep: Class 11 contains 68634 members 
Mstep: Class 12 contains 165589 members 
Mstep: Class 13 contains 163421 members 
Mstep: Class 14 contains 17097 members 
Mstep: Class 15 contains 23938 members 
Mstep: Class 16 contains 13592 members 
Mstep: Class 17 contains 2400 members 
Mstep: Class 18 contains 139956 members 
Mstep: Class 20 contains 148892 members 
Mstep: Class 21 contains 161849 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975248.000000 Penalty: 43433.996094
Iteration 260F: 20 clusters Score -1.279752e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 22135 members 
Mstep: Class 3 contains 144907 members 
Mstep: Class 4 contains 45078 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16526 members 
Mstep: Class 9 contains 59668 members 
Mstep: Class 10 contains 85992 members 
Mstep: Class 11 contains 68632 members 
Mstep: Class 12 contains 165590 members 
Mstep: Class 13 contains 163428 members 
Mstep: Class 14 contains 17084 members 
Mstep: Class 15 contains 23922 members 
Mstep: Class 16 contains 13585 members 
Mstep: Class 17 contains 2400 members 
Mstep: Class 18 contains 139984 members 
Mstep: Class 20 contains 148899 members 
Mstep: Class 21 contains 161853 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975296.000000 Penalty: 43433.996094
Iteration 261Q: 20 clusters Score -1.279753e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 22130 members 
Mstep: Class 3 contains 144901 members 
Mstep: Class 4 contains 45078 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16527 members 
Mstep: Class 9 contains 59671 members 
Mstep: Class 10 contains 85987 members 
Mstep: Class 11 contains 68632 members 
Mstep: Class 12 contains 165582 members 
Mstep: Class 13 contains 163430 members 
Mstep: Class 14 contains 17068 members 
Mstep: Class 15 contains 23913 members 
Mstep: Class 16 contains 13581 members 
Mstep: Class 17 contains 2401 members 
Mstep: Class 18 contains 140008 members 
Mstep: Class 20 contains 148916 members 
Mstep: Class 21 contains 161861 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975200.000000 Penalty: 43433.996094
Iteration 262Q: 20 clusters Score -1.279752e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 22126 members 
Mstep: Class 3 contains 144890 members 
Mstep: Class 4 contains 45079 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 7 contains 16527 members 
Mstep: Class 9 contains 59675 members 
Mstep: Class 10 contains 85994 members 
Mstep: Class 11 contains 68630 members 
Mstep: Class 12 contains 165572 members 
Mstep: Class 13 contains 163426 members 
Mstep: Class 14 contains 17050 members 
Mstep: Class 15 contains 23904 members 
Mstep: Class 16 contains 13582 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 140037 members 
Mstep: Class 20 contains 148932 members 
Mstep: Class 21 contains 161865 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975128.000000 Penalty: 43433.996094
Iteration 263Q: 20 clusters Score -1.279751e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 22123 members 
Mstep: Class 3 contains 144873 members 
Mstep: Class 4 contains 45078 members 
Mstep: Class 5 contains 2710 members 
Mstep: Class 7 contains 16527 members 
Mstep: Class 9 contains 59667 members 
Mstep: Class 10 contains 86003 members 
Mstep: Class 11 contains 68627 members 
Mstep: Class 12 contains 165568 members 
Mstep: Class 13 contains 163423 members 
Mstep: Class 14 contains 17040 members 
Mstep: Class 15 contains 23898 members 
Mstep: Class 16 contains 13576 members 
Mstep: Class 17 contains 2404 members 
Mstep: Class 18 contains 140063 members 
Mstep: Class 20 contains 148948 members 
Mstep: Class 21 contains 161876 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975264.000000 Penalty: 43433.996094
Iteration 264Q: 20 clusters Score -1.279753e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 22119 members 
Mstep: Class 3 contains 144860 members 
Mstep: Class 4 contains 45080 members 
Mstep: Class 5 contains 2712 members 
Mstep: Class 7 contains 16528 members 
Mstep: Class 9 contains 59660 members 
Mstep: Class 10 contains 86004 members 
Mstep: Class 11 contains 68625 members 
Mstep: Class 12 contains 165565 members 
Mstep: Class 13 contains 163422 members 
Mstep: Class 14 contains 17028 members 
Mstep: Class 15 contains 23896 members 
Mstep: Class 16 contains 13575 members 
Mstep: Class 17 contains 2404 members 
Mstep: Class 18 contains 140092 members 
Mstep: Class 20 contains 148955 members 
Mstep: Class 21 contains 161881 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975288.000000 Penalty: 43433.996094
Iteration 265Q: 20 clusters Score -1.279753e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 22111 members 
Mstep: Class 3 contains 144839 members 
Mstep: Class 4 contains 45080 members 
Mstep: Class 5 contains 2714 members 
Mstep: Class 7 contains 16528 members 
Mstep: Class 9 contains 59657 members 
Mstep: Class 10 contains 86003 members 
Mstep: Class 11 contains 68623 members 
Mstep: Class 12 contains 165569 members 
Mstep: Class 13 contains 163422 members 
Mstep: Class 14 contains 17016 members 
Mstep: Class 15 contains 23892 members 
Mstep: Class 16 contains 13578 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 140119 members 
Mstep: Class 20 contains 148963 members 
Mstep: Class 21 contains 161889 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975144.000000 Penalty: 43433.996094
Iteration 266Q: 20 clusters Score -1.279751e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 22095 members 
Mstep: Class 3 contains 144815 members 
Mstep: Class 4 contains 45084 members 
Mstep: Class 5 contains 2714 members 
Mstep: Class 7 contains 16530 members 
Mstep: Class 9 contains 59658 members 
Mstep: Class 10 contains 86004 members 
Mstep: Class 11 contains 68617 members 
Mstep: Class 12 contains 165574 members 
Mstep: Class 13 contains 163419 members 
Mstep: Class 14 contains 17000 members 
Mstep: Class 15 contains 23881 members 
Mstep: Class 16 contains 13590 members 
Mstep: Class 17 contains 2408 members 
Mstep: Class 18 contains 140160 members 
Mstep: Class 20 contains 148979 members 
Mstep: Class 21 contains 161880 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975136.000000 Penalty: 43433.996094
Iteration 267Q: 20 clusters Score -1.279751e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 22085 members 
Mstep: Class 3 contains 144794 members 
Mstep: Class 4 contains 45089 members 
Mstep: Class 5 contains 2714 members 
Mstep: Class 7 contains 16532 members 
Mstep: Class 9 contains 59658 members 
Mstep: Class 10 contains 86002 members 
Mstep: Class 11 contains 68621 members 
Mstep: Class 12 contains 165578 members 
Mstep: Class 13 contains 163421 members 
Mstep: Class 14 contains 16981 members 
Mstep: Class 15 contains 23867 members 
Mstep: Class 16 contains 13594 members 
Mstep: Class 17 contains 2410 members 
Mstep: Class 18 contains 140205 members 
Mstep: Class 20 contains 148986 members 
Mstep: Class 21 contains 161874 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975160.000000 Penalty: 43433.996094
Iteration 268Q: 20 clusters Score -1.279752e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 22073 members 
Mstep: Class 3 contains 144776 members 
Mstep: Class 4 contains 45091 members 
Mstep: Class 5 contains 2714 members 
Mstep: Class 7 contains 16538 members 
Mstep: Class 9 contains 59659 members 
Mstep: Class 10 contains 86007 members 
Mstep: Class 11 contains 68626 members 
Mstep: Class 12 contains 165578 members 
Mstep: Class 13 contains 163426 members 
Mstep: Class 14 contains 16968 members 
Mstep: Class 15 contains 23851 members 
Mstep: Class 16 contains 13600 members 
Mstep: Class 17 contains 2410 members 
Mstep: Class 18 contains 140232 members 
Mstep: Class 20 contains 148996 members 
Mstep: Class 21 contains 161868 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975216.000000 Penalty: 43433.996094
Iteration 269Q: 20 clusters Score -1.279752e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 22059 members 
Mstep: Class 3 contains 144759 members 
Mstep: Class 4 contains 45090 members 
Mstep: Class 5 contains 2715 members 
Mstep: Class 7 contains 16540 members 
Mstep: Class 9 contains 59663 members 
Mstep: Class 10 contains 86016 members 
Mstep: Class 11 contains 68625 members 
Mstep: Class 12 contains 165568 members 
Mstep: Class 13 contains 163420 members 
Mstep: Class 14 contains 16951 members 
Mstep: Class 15 contains 23834 members 
Mstep: Class 16 contains 13608 members 
Mstep: Class 17 contains 2411 members 
Mstep: Class 18 contains 140277 members 
Mstep: Class 20 contains 149005 members 
Mstep: Class 21 contains 161873 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975048.000000 Penalty: 43433.996094
Iteration 270Q: 20 clusters Score -1.27975e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 22045 members 
Mstep: Class 3 contains 144736 members 
Mstep: Class 4 contains 45084 members 
Mstep: Class 5 contains 2717 members 
Mstep: Class 7 contains 16543 members 
Mstep: Class 9 contains 59667 members 
Mstep: Class 10 contains 86033 members 
Mstep: Class 11 contains 68631 members 
Mstep: Class 12 contains 165567 members 
Mstep: Class 13 contains 163410 members 
Mstep: Class 14 contains 16933 members 
Mstep: Class 15 contains 23822 members 
Mstep: Class 16 contains 13615 members 
Mstep: Class 17 contains 2411 members 
Mstep: Class 18 contains 140318 members 
Mstep: Class 20 contains 149018 members 
Mstep: Class 21 contains 161864 members 
Mstep: Class 22 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975168.000000 Penalty: 43433.996094
Iteration 271Q: 20 clusters Score -1.279752e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 22028 members 
Mstep: Class 3 contains 144712 members 
Mstep: Class 4 contains 45076 members 
Mstep: Class 5 contains 2718 members 
Mstep: Class 7 contains 16545 members 
Mstep: Class 9 contains 59665 members 
Mstep: Class 10 contains 86036 members 
Mstep: Class 11 contains 68638 members 
Mstep: Class 12 contains 165560 members 
Mstep: Class 13 contains 163401 members 
Mstep: Class 14 contains 16916 members 
Mstep: Class 15 contains 23809 members 
Mstep: Class 16 contains 13619 members 
Mstep: Class 17 contains 2412 members 
Mstep: Class 18 contains 140369 members 
Mstep: Class 20 contains 149027 members 
Mstep: Class 21 contains 161881 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975184.000000 Penalty: 43433.996094
Iteration 272Q: 20 clusters Score -1.279752e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 22013 members 
Mstep: Class 3 contains 144688 members 
Mstep: Class 4 contains 45065 members 
Mstep: Class 5 contains 2720 members 
Mstep: Class 7 contains 16547 members 
Mstep: Class 9 contains 59671 members 
Mstep: Class 10 contains 86046 members 
Mstep: Class 11 contains 68643 members 
Mstep: Class 12 contains 165550 members 
Mstep: Class 13 contains 163392 members 
Mstep: Class 14 contains 16889 members 
Mstep: Class 15 contains 23799 members 
Mstep: Class 16 contains 13630 members 
Mstep: Class 17 contains 2412 members 
Mstep: Class 18 contains 140418 members 
Mstep: Class 20 contains 149037 members 
Mstep: Class 21 contains 161892 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975160.000000 Penalty: 43433.996094
Iteration 273Q: 20 clusters Score -1.279752e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 21998 members 
Mstep: Class 3 contains 144662 members 
Mstep: Class 4 contains 45061 members 
Mstep: Class 5 contains 2720 members 
Mstep: Class 7 contains 16548 members 
Mstep: Class 9 contains 59676 members 
Mstep: Class 10 contains 86048 members 
Mstep: Class 11 contains 68650 members 
Mstep: Class 12 contains 165543 members 
Mstep: Class 13 contains 163382 members 
Mstep: Class 14 contains 16867 members 
Mstep: Class 15 contains 23794 members 
Mstep: Class 16 contains 13645 members 
Mstep: Class 17 contains 2412 members 
Mstep: Class 18 contains 140481 members 
Mstep: Class 20 contains 149035 members 
Mstep: Class 21 contains 161891 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975232.000000 Penalty: 43433.996094
Iteration 274Q: 20 clusters Score -1.279752e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 21972 members 
Mstep: Class 3 contains 144636 members 
Mstep: Class 4 contains 45062 members 
Mstep: Class 5 contains 2720 members 
Mstep: Class 7 contains 16550 members 
Mstep: Class 9 contains 59675 members 
Mstep: Class 10 contains 86052 members 
Mstep: Class 11 contains 68655 members 
Mstep: Class 12 contains 165541 members 
Mstep: Class 13 contains 163371 members 
Mstep: Class 14 contains 16847 members 
Mstep: Class 15 contains 23789 members 
Mstep: Class 16 contains 13670 members 
Mstep: Class 17 contains 2412 members 
Mstep: Class 18 contains 140539 members 
Mstep: Class 20 contains 149032 members 
Mstep: Class 21 contains 161890 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975264.000000 Penalty: 43433.996094
Iteration 275Q: 20 clusters Score -1.279753e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 21954 members 
Mstep: Class 3 contains 144607 members 
Mstep: Class 4 contains 45055 members 
Mstep: Class 5 contains 2721 members 
Mstep: Class 7 contains 16550 members 
Mstep: Class 9 contains 59681 members 
Mstep: Class 10 contains 86053 members 
Mstep: Class 11 contains 68664 members 
Mstep: Class 12 contains 165542 members 
Mstep: Class 13 contains 163358 members 
Mstep: Class 14 contains 16823 members 
Mstep: Class 15 contains 23778 members 
Mstep: Class 16 contains 13696 members 
Mstep: Class 17 contains 2412 members 
Mstep: Class 18 contains 140592 members 
Mstep: Class 20 contains 149041 members 
Mstep: Class 21 contains 161889 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975304.000000 Penalty: 43433.996094
Iteration 276Q: 20 clusters Score -1.279753e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 21937 members 
Mstep: Class 3 contains 144579 members 
Mstep: Class 4 contains 45051 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 7 contains 16549 members 
Mstep: Class 9 contains 59681 members 
Mstep: Class 10 contains 86052 members 
Mstep: Class 11 contains 68665 members 
Mstep: Class 12 contains 165536 members 
Mstep: Class 13 contains 163359 members 
Mstep: Class 14 contains 16801 members 
Mstep: Class 15 contains 23753 members 
Mstep: Class 16 contains 13715 members 
Mstep: Class 17 contains 2411 members 
Mstep: Class 18 contains 140661 members 
Mstep: Class 20 contains 149057 members 
Mstep: Class 21 contains 161891 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975160.000000 Penalty: 43433.996094
Iteration 277Q: 20 clusters Score -1.279752e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 21929 members 
Mstep: Class 3 contains 144549 members 
Mstep: Class 4 contains 45045 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 7 contains 16546 members 
Mstep: Class 9 contains 59679 members 
Mstep: Class 10 contains 86053 members 
Mstep: Class 11 contains 68668 members 
Mstep: Class 12 contains 165523 members 
Mstep: Class 13 contains 163356 members 
Mstep: Class 14 contains 16780 members 
Mstep: Class 15 contains 23746 members 
Mstep: Class 16 contains 13729 members 
Mstep: Class 17 contains 2411 members 
Mstep: Class 18 contains 140729 members 
Mstep: Class 20 contains 149067 members 
Mstep: Class 21 contains 161893 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975112.000000 Penalty: 43433.996094
Iteration 278Q: 20 clusters Score -1.279751e+08 nChanged 316
Entering ConstructFrom: 
Score: -127975112.000000 Penalty: 43433.996094
Entering ConstructFrom: 
Trying to split cluster 1 (3427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Entering Unmasked Estep 
Score: -316994.000000 Penalty: 1322.659058
	Iteration 0F: 2 clusters Score -316994 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 1738 members 
Entering Unmasked Estep 
Score: -314016.468750 Penalty: 2645.318115
	Iteration 0F: 3 clusters Score -314016.5 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -314914.093750 Penalty: 2645.318115
	Iteration 1F: 3 clusters Score -314914.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -315204.156250 Penalty: 2645.318115
	Iteration 2F: 3 clusters Score -315204.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -315468.781250 Penalty: 2645.318115
	Iteration 3F: 3 clusters Score -315468.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -315712.656250 Penalty: 2645.318115
	Iteration 4F: 3 clusters Score -315712.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -315909.343750 Penalty: 2645.318115
	Iteration 5F: 3 clusters Score -315909.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -316036.500000 Penalty: 2645.318115
	Iteration 6Q: 3 clusters Score -316036.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -316136.937500 Penalty: 2645.318115
	Iteration 7Q: 3 clusters Score -316136.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -316213.718750 Penalty: 2645.318115
	Iteration 8Q: 3 clusters Score -316213.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -316265.531250 Penalty: 2645.318115
	Iteration 9Q: 3 clusters Score -316265.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -316309.125000 Penalty: 2645.318115
	Iteration 10Q: 3 clusters Score -316309.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -316341.781250 Penalty: 2645.318115
	Iteration 11Q: 3 clusters Score -316341.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -316372.562500 Penalty: 2645.318115
	Iteration 12Q: 3 clusters Score -316372.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -316388.562500 Penalty: 2645.318115
	Iteration 13Q: 3 clusters Score -316388.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -316396.593750 Penalty: 2645.318115
	Iteration 14Q: 3 clusters Score -316396.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -316400.562500 Penalty: 2645.318115
	Iteration 15Q: 3 clusters Score -316400.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -316402.656250 Penalty: 2645.318115
	Iteration 16Q: 3 clusters Score -316402.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -316403.312500 Penalty: 2645.318115
	Iteration 17Q: 3 clusters Score -316403.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -316405.781250 Penalty: 2645.318115
	Iteration 18Q: 3 clusters Score -316405.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -316405.593750 Penalty: 2645.318115
	Iteration 19Q: 3 clusters Score -316405.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -316407.375000 Penalty: 2645.318115
	Iteration 20F: 3 clusters Score -316407.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -316408.156250 Penalty: 2645.318115
	Iteration 21Q: 3 clusters Score -316408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -316409.531250 Penalty: 2645.318115
	Iteration 22Q: 3 clusters Score -316409.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -316411.218750 Penalty: 2645.318115
	Iteration 23Q: 3 clusters Score -316411.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -316412.250000 Penalty: 2645.318115
	Iteration 24Q: 3 clusters Score -316412.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -316412.062500 Penalty: 2645.318115
	Iteration 25Q: 3 clusters Score -316412.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -316412.375000 Penalty: 2645.318115
	Iteration 26Q: 3 clusters Score -316412.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -316412.687500 Penalty: 2645.318115
	Iteration 27Q: 3 clusters Score -316412.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -316414.062500 Penalty: 2645.318115
	Iteration 28Q: 3 clusters Score -316414.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -316414.343750 Penalty: 2645.318115
	Iteration 29Q: 3 clusters Score -316414.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -316414.343750 Penalty: 2645.318115
	Iteration 30F: 3 clusters Score -316414.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Entering Unmasked Estep 
Score: -2129004.500000 Penalty: 1624.197876
	Iteration 0F: 2 clusters Score -2129004 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 10901 members 
Entering Unmasked Estep 
Score: -2114117.750000 Penalty: 3248.395752
	Iteration 0F: 3 clusters Score -2114118 nChanged 9974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2119423.000000 Penalty: 3248.395752
	Iteration 1F: 3 clusters Score -2119423 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2119822.750000 Penalty: 3248.395752
	Iteration 2F: 3 clusters Score -2119823 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2120281.250000 Penalty: 3248.395752
	Iteration 3Q: 3 clusters Score -2120281 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2120827.750000 Penalty: 3248.395752
	Iteration 4F: 3 clusters Score -2120828 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2121496.750000 Penalty: 3248.395752
	Iteration 5F: 3 clusters Score -2121497 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2122344.750000 Penalty: 3248.395752
	Iteration 6F: 3 clusters Score -2122345 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2123365.500000 Penalty: 3248.395752
	Iteration 7F: 3 clusters Score -2123366 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2124564.750000 Penalty: 3248.395752
	Iteration 8F: 3 clusters Score -2124565 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2125707.500000 Penalty: 3248.395752
	Iteration 9F: 3 clusters Score -2125708 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2126545.500000 Penalty: 3248.395752
	Iteration 10Q: 3 clusters Score -2126546 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2127054.000000 Penalty: 3248.395752
	Iteration 11Q: 3 clusters Score -2127054 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2127302.750000 Penalty: 3248.395752
	Iteration 12Q: 3 clusters Score -2127303 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2127420.250000 Penalty: 3248.395752
	Iteration 13Q: 3 clusters Score -2127420 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2127487.000000 Penalty: 3248.395752
	Iteration 14Q: 3 clusters Score -2127487 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2127533.250000 Penalty: 3248.395752
	Iteration 15Q: 3 clusters Score -2127533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2127578.250000 Penalty: 3248.395752
	Iteration 16Q: 3 clusters Score -2127578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2127599.750000 Penalty: 3248.395752
	Iteration 17Q: 3 clusters Score -2127600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2127617.750000 Penalty: 3248.395752
	Iteration 18Q: 3 clusters Score -2127618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2127624.000000 Penalty: 3248.395752
	Iteration 19Q: 3 clusters Score -2127624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2127634.000000 Penalty: 3248.395752
	Iteration 20F: 3 clusters Score -2127634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2127639.500000 Penalty: 3248.395752
	Iteration 21Q: 3 clusters Score -2127640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2127639.000000 Penalty: 3248.395752
	Iteration 22Q: 3 clusters Score -2127639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2127639.750000 Penalty: 3248.395752
	Iteration 23Q: 3 clusters Score -2127640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2127639.750000 Penalty: 3248.395752
	Iteration 24F: 3 clusters Score -2127640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (144527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144527 members 
Entering Unmasked Estep 
Score: -14765712.000000 Penalty: 1930.698486
	Iteration 0F: 2 clusters Score -1.476571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72148 members 
Mstep: Class 2 contains 72379 members 
Entering Unmasked Estep 
Score: -14670691.000000 Penalty: 3861.396973
	Iteration 0F: 3 clusters Score -1.467069e+07 nChanged 69773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70647 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
Score: -14710950.000000 Penalty: 3861.396973
	Iteration 1F: 3 clusters Score -1.471095e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69584 members 
Mstep: Class 2 contains 74943 members 
Entering Unmasked Estep 
Score: -14711852.000000 Penalty: 3861.396973
	Iteration 2Q: 3 clusters Score -1.471185e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67837 members 
Mstep: Class 2 contains 76690 members 
Entering Unmasked Estep 
Score: -14713365.000000 Penalty: 3861.396973
	Iteration 3Q: 3 clusters Score -1.471336e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 79255 members 
Entering Unmasked Estep 
Score: -14716124.000000 Penalty: 3861.396973
	Iteration 4Q: 3 clusters Score -1.471612e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61881 members 
Mstep: Class 2 contains 82646 members 
Entering Unmasked Estep 
Score: -14720339.000000 Penalty: 3861.396973
	Iteration 5Q: 3 clusters Score -1.472034e+07 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 86632 members 
Entering Unmasked Estep 
Score: -14726477.000000 Penalty: 3861.396973
	Iteration 6F: 3 clusters Score -1.472648e+07 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 90424 members 
Entering Unmasked Estep 
Score: -14734417.000000 Penalty: 3861.396973
	Iteration 7F: 3 clusters Score -1.473442e+07 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51363 members 
Mstep: Class 2 contains 93164 members 
Entering Unmasked Estep 
Score: -14741790.000000 Penalty: 3861.396973
	Iteration 8F: 3 clusters Score -1.474179e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 94699 members 
Entering Unmasked Estep 
Score: -14746494.000000 Penalty: 3861.396973
	Iteration 9F: 3 clusters Score -1.474649e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 95791 members 
Entering Unmasked Estep 
Score: -14748329.000000 Penalty: 3861.396973
	Iteration 10Q: 3 clusters Score -1.474833e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 96820 members 
Entering Unmasked Estep 
Score: -14749015.000000 Penalty: 3861.396973
	Iteration 11Q: 3 clusters Score -1.474902e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 97864 members 
Entering Unmasked Estep 
Score: -14749478.000000 Penalty: 3861.396973
	Iteration 12Q: 3 clusters Score -1.474948e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 99006 members 
Entering Unmasked Estep 
Score: -14749871.000000 Penalty: 3861.396973
	Iteration 13Q: 3 clusters Score -1.474987e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 100250 members 
Entering Unmasked Estep 
Score: -14750361.000000 Penalty: 3861.396973
	Iteration 14Q: 3 clusters Score -1.475036e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 101505 members 
Entering Unmasked Estep 
Score: -14750654.000000 Penalty: 3861.396973
	Iteration 15Q: 3 clusters Score -1.475065e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 102825 members 
Entering Unmasked Estep 
Score: -14751102.000000 Penalty: 3861.396973
	Iteration 16Q: 3 clusters Score -1.47511e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 104167 members 
Entering Unmasked Estep 
Score: -14751441.000000 Penalty: 3861.396973
	Iteration 17Q: 3 clusters Score -1.475144e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 105560 members 
Entering Unmasked Estep 
Score: -14751917.000000 Penalty: 3861.396973
	Iteration 18Q: 3 clusters Score -1.475192e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 107032 members 
Entering Unmasked Estep 
Score: -14752424.000000 Penalty: 3861.396973
	Iteration 19Q: 3 clusters Score -1.475242e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 108539 members 
Entering Unmasked Estep 
Score: -14753030.000000 Penalty: 3861.396973
	Iteration 20F: 3 clusters Score -1.475303e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 110066 members 
Entering Unmasked Estep 
Score: -14753575.000000 Penalty: 3861.396973
	Iteration 21Q: 3 clusters Score -1.475358e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 111698 members 
Entering Unmasked Estep 
Score: -14754191.000000 Penalty: 3861.396973
	Iteration 22Q: 3 clusters Score -1.475419e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 113220 members 
Entering Unmasked Estep 
Score: -14754762.000000 Penalty: 3861.396973
	Iteration 23Q: 3 clusters Score -1.475476e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 114796 members 
Entering Unmasked Estep 
Score: -14755378.000000 Penalty: 3861.396973
	Iteration 24Q: 3 clusters Score -1.475538e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 116400 members 
Entering Unmasked Estep 
Score: -14755978.000000 Penalty: 3861.396973
	Iteration 25Q: 3 clusters Score -1.475598e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 117935 members 
Entering Unmasked Estep 
Score: -14756620.000000 Penalty: 3861.396973
	Iteration 26Q: 3 clusters Score -1.475662e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 119357 members 
Entering Unmasked Estep 
Score: -14757141.000000 Penalty: 3861.396973
	Iteration 27Q: 3 clusters Score -1.475714e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 120649 members 
Entering Unmasked Estep 
Score: -14757482.000000 Penalty: 3861.396973
	Iteration 28Q: 3 clusters Score -1.475748e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 121877 members 
Entering Unmasked Estep 
Score: -14757792.000000 Penalty: 3861.396973
	Iteration 29Q: 3 clusters Score -1.475779e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 122996 members 
Entering Unmasked Estep 
Score: -14758126.000000 Penalty: 3861.396973
	Iteration 30Q: 3 clusters Score -1.475813e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 124070 members 
Entering Unmasked Estep 
Score: -14758406.000000 Penalty: 3861.396973
	Iteration 31Q: 3 clusters Score -1.475841e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 125010 members 
Entering Unmasked Estep 
Score: -14758637.000000 Penalty: 3861.396973
	Iteration 32Q: 3 clusters Score -1.475864e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 125915 members 
Entering Unmasked Estep 
Score: -14758885.000000 Penalty: 3861.396973
	Iteration 33Q: 3 clusters Score -1.475888e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 126797 members 
Entering Unmasked Estep 
Score: -14759086.000000 Penalty: 3861.396973
	Iteration 34Q: 3 clusters Score -1.475909e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 127645 members 
Entering Unmasked Estep 
Score: -14759321.000000 Penalty: 3861.396973
	Iteration 35Q: 3 clusters Score -1.475932e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 128436 members 
Entering Unmasked Estep 
Score: -14759545.000000 Penalty: 3861.396973
	Iteration 36Q: 3 clusters Score -1.475954e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 129200 members 
Entering Unmasked Estep 
Score: -14759745.000000 Penalty: 3861.396973
	Iteration 37Q: 3 clusters Score -1.475974e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 129933 members 
Entering Unmasked Estep 
Score: -14759907.000000 Penalty: 3861.396973
	Iteration 38Q: 3 clusters Score -1.475991e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 130671 members 
Entering Unmasked Estep 
Score: -14760107.000000 Penalty: 3861.396973
	Iteration 39Q: 3 clusters Score -1.476011e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 131432 members 
Entering Unmasked Estep 
Score: -14760315.000000 Penalty: 3861.396973
	Iteration 40F: 3 clusters Score -1.476032e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 132218 members 
Entering Unmasked Estep 
Score: -14760485.000000 Penalty: 3861.396973
	Iteration 41Q: 3 clusters Score -1.476048e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 132970 members 
Entering Unmasked Estep 
Score: -14760696.000000 Penalty: 3861.396973
	Iteration 42Q: 3 clusters Score -1.47607e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 133650 members 
Entering Unmasked Estep 
Score: -14760844.000000 Penalty: 3861.396973
	Iteration 43Q: 3 clusters Score -1.476084e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 134320 members 
Entering Unmasked Estep 
Score: -14761088.000000 Penalty: 3861.396973
	Iteration 44Q: 3 clusters Score -1.476109e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 134961 members 
Entering Unmasked Estep 
Score: -14761234.000000 Penalty: 3861.396973
	Iteration 45Q: 3 clusters Score -1.476123e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 135604 members 
Entering Unmasked Estep 
Score: -14761412.000000 Penalty: 3861.396973
	Iteration 46Q: 3 clusters Score -1.476141e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 136249 members 
Entering Unmasked Estep 
Score: -14761604.000000 Penalty: 3861.396973
	Iteration 47Q: 3 clusters Score -1.47616e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 136838 members 
Entering Unmasked Estep 
Score: -14761725.000000 Penalty: 3861.396973
	Iteration 48Q: 3 clusters Score -1.476172e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 137402 members 
Entering Unmasked Estep 
Score: -14761892.000000 Penalty: 3861.396973
	Iteration 49Q: 3 clusters Score -1.476189e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 137928 members 
Entering Unmasked Estep 
Score: -14762085.000000 Penalty: 3861.396973
	Iteration 50Q: 3 clusters Score -1.476208e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 138444 members 
Entering Unmasked Estep 
Score: -14762283.000000 Penalty: 3861.396973
	Iteration 51Q: 3 clusters Score -1.476228e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 138943 members 
Entering Unmasked Estep 
Score: -14762472.000000 Penalty: 3861.396973
	Iteration 52Q: 3 clusters Score -1.476247e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 139410 members 
Entering Unmasked Estep 
Score: -14762654.000000 Penalty: 3861.396973
	Iteration 53Q: 3 clusters Score -1.476265e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 139829 members 
Entering Unmasked Estep 
Score: -14762801.000000 Penalty: 3861.396973
	Iteration 54Q: 3 clusters Score -1.47628e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 140246 members 
Entering Unmasked Estep 
Score: -14762954.000000 Penalty: 3861.396973
	Iteration 55Q: 3 clusters Score -1.476295e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 140610 members 
Entering Unmasked Estep 
Score: -14763054.000000 Penalty: 3861.396973
	Iteration 56Q: 3 clusters Score -1.476305e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 140942 members 
Entering Unmasked Estep 
Score: -14763180.000000 Penalty: 3861.396973
	Iteration 57Q: 3 clusters Score -1.476318e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 141250 members 
Entering Unmasked Estep 
Score: -14763326.000000 Penalty: 3861.396973
	Iteration 58Q: 3 clusters Score -1.476333e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 141533 members 
Entering Unmasked Estep 
Score: -14763435.000000 Penalty: 3861.396973
	Iteration 59Q: 3 clusters Score -1.476344e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 141795 members 
Entering Unmasked Estep 
Score: -14763549.000000 Penalty: 3861.396973
	Iteration 60F: 3 clusters Score -1.476355e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 142036 members 
Entering Unmasked Estep 
Score: -14763610.000000 Penalty: 3861.396973
	Iteration 61Q: 3 clusters Score -1.476361e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 142237 members 
Entering Unmasked Estep 
Score: -14763690.000000 Penalty: 3861.396973
	Iteration 62Q: 3 clusters Score -1.476369e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 142422 members 
Entering Unmasked Estep 
Score: -14763741.000000 Penalty: 3861.396973
	Iteration 63Q: 3 clusters Score -1.476374e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 142582 members 
Entering Unmasked Estep 
Score: -14763789.000000 Penalty: 3861.396973
	Iteration 64Q: 3 clusters Score -1.476379e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 142713 members 
Entering Unmasked Estep 
Score: -14763857.000000 Penalty: 3861.396973
	Iteration 65Q: 3 clusters Score -1.476386e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 142812 members 
Entering Unmasked Estep 
Score: -14763907.000000 Penalty: 3861.396973
	Iteration 66Q: 3 clusters Score -1.476391e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 142918 members 
Entering Unmasked Estep 
Score: -14763944.000000 Penalty: 3861.396973
	Iteration 67Q: 3 clusters Score -1.476394e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 143023 members 
Entering Unmasked Estep 
Score: -14763981.000000 Penalty: 3861.396973
	Iteration 68Q: 3 clusters Score -1.476398e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 143129 members 
Entering Unmasked Estep 
Score: -14764029.000000 Penalty: 3861.396973
	Iteration 69Q: 3 clusters Score -1.476403e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 143211 members 
Entering Unmasked Estep 
Score: -14764090.000000 Penalty: 3861.396973
	Iteration 70Q: 3 clusters Score -1.476409e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 143288 members 
Entering Unmasked Estep 
Score: -14764131.000000 Penalty: 3861.396973
	Iteration 71Q: 3 clusters Score -1.476413e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 143345 members 
Entering Unmasked Estep 
Score: -14764155.000000 Penalty: 3861.396973
	Iteration 72Q: 3 clusters Score -1.476416e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 143383 members 
Entering Unmasked Estep 
Score: -14764218.000000 Penalty: 3861.396973
	Iteration 73Q: 3 clusters Score -1.476422e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 143426 members 
Entering Unmasked Estep 
Score: -14764278.000000 Penalty: 3861.396973
	Iteration 74Q: 3 clusters Score -1.476428e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 143458 members 
Entering Unmasked Estep 
Score: -14764343.000000 Penalty: 3861.396973
	Iteration 75Q: 3 clusters Score -1.476434e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 143478 members 
Entering Unmasked Estep 
Score: -14764354.000000 Penalty: 3861.396973
	Iteration 76Q: 3 clusters Score -1.476435e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 143496 members 
Entering Unmasked Estep 
Score: -14764390.000000 Penalty: 3861.396973
	Iteration 77Q: 3 clusters Score -1.476439e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 143515 members 
Entering Unmasked Estep 
Score: -14764378.000000 Penalty: 3861.396973
	Iteration 78Q: 3 clusters Score -1.476438e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 143533 members 
Entering Unmasked Estep 
Score: -14764373.000000 Penalty: 3861.396973
	Iteration 79Q: 3 clusters Score -1.476437e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 143552 members 
Entering Unmasked Estep 
Score: -14764396.000000 Penalty: 3861.396973
	Iteration 80F: 3 clusters Score -1.47644e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 143560 members 
Entering Unmasked Estep 
Score: -14764434.000000 Penalty: 3861.396973
	Iteration 81Q: 3 clusters Score -1.476443e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 143565 members 
Entering Unmasked Estep 
Score: -14764430.000000 Penalty: 3861.396973
	Iteration 82Q: 3 clusters Score -1.476443e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 143575 members 
Entering Unmasked Estep 
Score: -14764451.000000 Penalty: 3861.396973
	Iteration 83Q: 3 clusters Score -1.476445e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 143581 members 
Entering Unmasked Estep 
Score: -14764451.000000 Penalty: 3861.396973
	Iteration 84Q: 3 clusters Score -1.476445e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 143601 members 
Entering Unmasked Estep 
Score: -14764454.000000 Penalty: 3861.396973
	Iteration 85Q: 3 clusters Score -1.476445e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 143614 members 
Entering Unmasked Estep 
Score: -14764452.000000 Penalty: 3861.396973
	Iteration 86Q: 3 clusters Score -1.476445e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 143625 members 
Entering Unmasked Estep 
Score: -14764463.000000 Penalty: 3861.396973
	Iteration 87Q: 3 clusters Score -1.476446e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 143633 members 
Entering Unmasked Estep 
Score: -14764472.000000 Penalty: 3861.396973
	Iteration 88Q: 3 clusters Score -1.476447e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 143635 members 
Entering Unmasked Estep 
Score: -14764493.000000 Penalty: 3861.396973
	Iteration 89Q: 3 clusters Score -1.476449e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 143645 members 
Entering Unmasked Estep 
Score: -14764511.000000 Penalty: 3861.396973
	Iteration 90Q: 3 clusters Score -1.476451e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 143655 members 
Entering Unmasked Estep 
Score: -14764515.000000 Penalty: 3861.396973
	Iteration 91Q: 3 clusters Score -1.476452e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 143661 members 
Entering Unmasked Estep 
Score: -14764511.000000 Penalty: 3861.396973
	Iteration 92Q: 3 clusters Score -1.476451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 143664 members 
Entering Unmasked Estep 
Score: -14764512.000000 Penalty: 3861.396973
	Iteration 93Q: 3 clusters Score -1.476451e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 143668 members 
Entering Unmasked Estep 
Score: -14764534.000000 Penalty: 3861.396973
	Iteration 94Q: 3 clusters Score -1.476453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 143669 members 
Entering Unmasked Estep 
Score: -14764538.000000 Penalty: 3861.396973
	Iteration 95Q: 3 clusters Score -1.476454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 143670 members 
Entering Unmasked Estep 
Score: -14764530.000000 Penalty: 3861.396973
	Iteration 96Q: 3 clusters Score -1.476453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 143678 members 
Entering Unmasked Estep 
Score: -14764534.000000 Penalty: 3861.396973
	Iteration 97Q: 3 clusters Score -1.476453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 143681 members 
Entering Unmasked Estep 
Score: -14764553.000000 Penalty: 3861.396973
	Iteration 98Q: 3 clusters Score -1.476455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 143685 members 
Entering Unmasked Estep 
Score: -14764545.000000 Penalty: 3861.396973
	Iteration 99Q: 3 clusters Score -1.476454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 143690 members 
Entering Unmasked Estep 
Score: -14764559.000000 Penalty: 3861.396973
	Iteration 100F: 3 clusters Score -1.476456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 143690 members 
Entering Unmasked Estep 
Score: -14764560.000000 Penalty: 3861.396973
	Iteration 101Q: 3 clusters Score -1.476456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 143694 members 
Entering Unmasked Estep 
Score: -14764556.000000 Penalty: 3861.396973
	Iteration 102Q: 3 clusters Score -1.476456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 143697 members 
Entering Unmasked Estep 
Score: -14764565.000000 Penalty: 3861.396973
	Iteration 103Q: 3 clusters Score -1.476456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 143697 members 
Entering Unmasked Estep 
Score: -14764564.000000 Penalty: 3861.396973
	Iteration 104Q: 3 clusters Score -1.476456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 143698 members 
Entering Unmasked Estep 
Score: -14764561.000000 Penalty: 3861.396973
	Iteration 105Q: 3 clusters Score -1.476456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 143699 members 
Entering Unmasked Estep 
Score: -14764557.000000 Penalty: 3861.396973
	Iteration 106Q: 3 clusters Score -1.476456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 143698 members 
Entering Unmasked Estep 
Score: -14764557.000000 Penalty: 3861.396973
	Iteration 107Q: 3 clusters Score -1.476456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 143696 members 
Entering Unmasked Estep 
Score: -14764558.000000 Penalty: 3861.396973
	Iteration 108Q: 3 clusters Score -1.476456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 143696 members 
Entering Unmasked Estep 
Score: -14764558.000000 Penalty: 3861.396973
	Iteration 109F: 3 clusters Score -1.476456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Entering Unmasked Estep 
Score: -4582561.000000 Penalty: 1741.237305
	Iteration 0F: 2 clusters Score -4582561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -4552363.500000 Penalty: 3482.474609
	Iteration 0F: 3 clusters Score -4552364 nChanged 21161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -4564070.500000 Penalty: 3482.474609
	Iteration 1F: 3 clusters Score -4564070 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -4564442.000000 Penalty: 3482.474609
	Iteration 2Q: 3 clusters Score -4564442 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -4564829.000000 Penalty: 3482.474609
	Iteration 3Q: 3 clusters Score -4564829 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -4565379.500000 Penalty: 3482.474609
	Iteration 4Q: 3 clusters Score -4565380 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -4566218.000000 Penalty: 3482.474609
	Iteration 5Q: 3 clusters Score -4566218 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -4567642.000000 Penalty: 3482.474609
	Iteration 6F: 3 clusters Score -4567642 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -4569919.500000 Penalty: 3482.474609
	Iteration 7F: 3 clusters Score -4569920 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -4573120.000000 Penalty: 3482.474609
	Iteration 8F: 3 clusters Score -4573120 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -4576418.500000 Penalty: 3482.474609
	Iteration 9F: 3 clusters Score -4576418 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4578817.000000 Penalty: 3482.474609
	Iteration 10F: 3 clusters Score -4578817 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4580079.000000 Penalty: 3482.474609
	Iteration 11Q: 3 clusters Score -4580079 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4580598.000000 Penalty: 3482.474609
	Iteration 12Q: 3 clusters Score -4580598 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4580800.000000 Penalty: 3482.474609
	Iteration 13Q: 3 clusters Score -4580800 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4580902.500000 Penalty: 3482.474609
	Iteration 14Q: 3 clusters Score -4580902 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4580949.000000 Penalty: 3482.474609
	Iteration 15Q: 3 clusters Score -4580949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4580996.000000 Penalty: 3482.474609
	Iteration 16Q: 3 clusters Score -4580996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4581006.000000 Penalty: 3482.474609
	Iteration 17Q: 3 clusters Score -4581006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4581010.000000 Penalty: 3482.474609
	Iteration 18Q: 3 clusters Score -4581010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4581022.500000 Penalty: 3482.474609
	Iteration 19Q: 3 clusters Score -4581022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4581031.000000 Penalty: 3482.474609
	Iteration 20F: 3 clusters Score -4581031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4581038.500000 Penalty: 3482.474609
	Iteration 21Q: 3 clusters Score -4581038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4581047.500000 Penalty: 3482.474609
	Iteration 22Q: 3 clusters Score -4581048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4581056.500000 Penalty: 3482.474609
	Iteration 23Q: 3 clusters Score -4581056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4581061.500000 Penalty: 3482.474609
	Iteration 24Q: 3 clusters Score -4581062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4581071.000000 Penalty: 3482.474609
	Iteration 25Q: 3 clusters Score -4581071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4581070.500000 Penalty: 3482.474609
	Iteration 26Q: 3 clusters Score -4581070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4581073.500000 Penalty: 3482.474609
	Iteration 27Q: 3 clusters Score -4581074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4581081.500000 Penalty: 3482.474609
	Iteration 28Q: 3 clusters Score -4581082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4581085.000000 Penalty: 3482.474609
	Iteration 29Q: 3 clusters Score -4581085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4581082.500000 Penalty: 3482.474609
	Iteration 30Q: 3 clusters Score -4581082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4581086.000000 Penalty: 3482.474609
	Iteration 31Q: 3 clusters Score -4581086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4581085.500000 Penalty: 3482.474609
	Iteration 32Q: 3 clusters Score -4581086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4581085.500000 Penalty: 3482.474609
	Iteration 33F: 3 clusters Score -4581086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -285105.812500 Penalty: 1285.232300
	Iteration 0F: 2 clusters Score -285105.8 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 1378 members 
Entering Unmasked Estep 
Score: -282552.218750 Penalty: 2570.464600
	Iteration 0F: 3 clusters Score -282552.2 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -283084.593750 Penalty: 2570.464600
	Iteration 1F: 3 clusters Score -283084.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -283216.531250 Penalty: 2570.464600
	Iteration 2F: 3 clusters Score -283216.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -283292.375000 Penalty: 2570.464600
	Iteration 3F: 3 clusters Score -283292.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -283345.562500 Penalty: 2570.464600
	Iteration 4Q: 3 clusters Score -283345.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -283381.250000 Penalty: 2570.464600
	Iteration 5Q: 3 clusters Score -283381.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -283410.437500 Penalty: 2570.464600
	Iteration 6Q: 3 clusters Score -283410.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -283434.156250 Penalty: 2570.464600
	Iteration 7Q: 3 clusters Score -283434.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -283452.875000 Penalty: 2570.464600
	Iteration 8Q: 3 clusters Score -283452.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -283467.093750 Penalty: 2570.464600
	Iteration 9Q: 3 clusters Score -283467.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -283481.406250 Penalty: 2570.464600
	Iteration 10Q: 3 clusters Score -283481.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -283491.187500 Penalty: 2570.464600
	Iteration 11Q: 3 clusters Score -283491.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -283501.156250 Penalty: 2570.464600
	Iteration 12Q: 3 clusters Score -283501.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -283508.843750 Penalty: 2570.464600
	Iteration 13Q: 3 clusters Score -283508.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -283513.031250 Penalty: 2570.464600
	Iteration 14Q: 3 clusters Score -283513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -283515.031250 Penalty: 2570.464600
	Iteration 15Q: 3 clusters Score -283515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -283515.531250 Penalty: 2570.464600
	Iteration 16Q: 3 clusters Score -283515.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -283516.718750 Penalty: 2570.464600
	Iteration 17Q: 3 clusters Score -283516.7 nChanged 7
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: -283519.687500 Penalty: 2570.464600
	Iteration 18Q: 3 clusters Score -283519.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -283521.562500 Penalty: 2570.464600
	Iteration 19Q: 3 clusters Score -283521.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -283522.937500 Penalty: 2570.464600
	Iteration 20F: 3 clusters Score -283522.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -283524.593750 Penalty: 2570.464600
	Iteration 21Q: 3 clusters Score -283524.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -283525.062500 Penalty: 2570.464600
	Iteration 22Q: 3 clusters Score -283525.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -283525.250000 Penalty: 2570.464600
	Iteration 23Q: 3 clusters Score -283525.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -283525.250000 Penalty: 2570.464600
	Iteration 24F: 3 clusters Score -283525.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Entering Unmasked Estep 
Score: -1706187.750000 Penalty: 1578.508667
	Iteration 0F: 2 clusters Score -1706188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1694759.875000 Penalty: 3157.017334
	Iteration 0F: 3 clusters Score -1694760 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1699006.250000 Penalty: 3157.017334
	Iteration 1F: 3 clusters Score -1699006 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1699348.125000 Penalty: 3157.017334
	Iteration 2F: 3 clusters Score -1699348 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1699659.125000 Penalty: 3157.017334
	Iteration 3Q: 3 clusters Score -1699659 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1700004.750000 Penalty: 3157.017334
	Iteration 4Q: 3 clusters Score -1700005 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1700424.875000 Penalty: 3157.017334
	Iteration 5Q: 3 clusters Score -1700425 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1701012.000000 Penalty: 3157.017334
	Iteration 6F: 3 clusters Score -1701012 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1701740.000000 Penalty: 3157.017334
	Iteration 7F: 3 clusters Score -1701740 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1702566.375000 Penalty: 3157.017334
	Iteration 8F: 3 clusters Score -1702566 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1703369.750000 Penalty: 3157.017334
	Iteration 9F: 3 clusters Score -1703370 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1704003.750000 Penalty: 3157.017334
	Iteration 10Q: 3 clusters Score -1704004 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1704446.000000 Penalty: 3157.017334
	Iteration 11Q: 3 clusters Score -1704446 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1704704.375000 Penalty: 3157.017334
	Iteration 12Q: 3 clusters Score -1704704 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1704857.000000 Penalty: 3157.017334
	Iteration 13Q: 3 clusters Score -1704857 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1704935.250000 Penalty: 3157.017334
	Iteration 14Q: 3 clusters Score -1704935 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1704996.125000 Penalty: 3157.017334
	Iteration 15Q: 3 clusters Score -1704996 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1705035.875000 Penalty: 3157.017334
	Iteration 16Q: 3 clusters Score -1705036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -1705060.500000 Penalty: 3157.017334
	Iteration 17Q: 3 clusters Score -1705060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1705085.750000 Penalty: 3157.017334
	Iteration 18Q: 3 clusters Score -1705086 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1705099.125000 Penalty: 3157.017334
	Iteration 19Q: 3 clusters Score -1705099 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1705120.875000 Penalty: 3157.017334
	Iteration 20F: 3 clusters Score -1705121 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1705136.875000 Penalty: 3157.017334
	Iteration 21Q: 3 clusters Score -1705137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1705153.375000 Penalty: 3157.017334
	Iteration 22Q: 3 clusters Score -1705153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1705168.375000 Penalty: 3157.017334
	Iteration 23Q: 3 clusters Score -1705168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1705172.625000 Penalty: 3157.017334
	Iteration 24Q: 3 clusters Score -1705173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1705177.250000 Penalty: 3157.017334
	Iteration 25Q: 3 clusters Score -1705177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1705180.625000 Penalty: 3157.017334
	Iteration 26Q: 3 clusters Score -1705181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1705187.125000 Penalty: 3157.017334
	Iteration 27Q: 3 clusters Score -1705187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -1705193.250000 Penalty: 3157.017334
	Iteration 28Q: 3 clusters Score -1705193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -1705193.625000 Penalty: 3157.017334
	Iteration 29Q: 3 clusters Score -1705194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1705192.500000 Penalty: 3157.017334
	Iteration 30Q: 3 clusters Score -1705192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1705194.250000 Penalty: 3157.017334
	Iteration 31Q: 3 clusters Score -1705194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1705195.000000 Penalty: 3157.017334
	Iteration 32Q: 3 clusters Score -1705195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1705195.750000 Penalty: 3157.017334
	Iteration 33Q: 3 clusters Score -1705196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1705196.875000 Penalty: 3157.017334
	Iteration 34Q: 3 clusters Score -1705197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1705201.625000 Penalty: 3157.017334
	Iteration 35Q: 3 clusters Score -1705202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1705201.250000 Penalty: 3157.017334
	Iteration 36Q: 3 clusters Score -1705201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1705202.500000 Penalty: 3157.017334
	Iteration 37Q: 3 clusters Score -1705202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1705205.125000 Penalty: 3157.017334
	Iteration 38Q: 3 clusters Score -1705205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1705205.000000 Penalty: 3157.017334
	Iteration 39Q: 3 clusters Score -1705205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1705207.375000 Penalty: 3157.017334
	Iteration 40F: 3 clusters Score -1705207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1705205.250000 Penalty: 3157.017334
	Iteration 41Q: 3 clusters Score -1705205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1705207.500000 Penalty: 3157.017334
	Iteration 42Q: 3 clusters Score -1705208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -1705208.000000 Penalty: 3157.017334
	Iteration 43Q: 3 clusters Score -1705208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1705212.750000 Penalty: 3157.017334
	Iteration 44Q: 3 clusters Score -1705213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1705212.500000 Penalty: 3157.017334
	Iteration 45Q: 3 clusters Score -1705212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -1705211.875000 Penalty: 3157.017334
	Iteration 46Q: 3 clusters Score -1705212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1705211.500000 Penalty: 3157.017334
	Iteration 47Q: 3 clusters Score -1705212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1705214.000000 Penalty: 3157.017334
	Iteration 48Q: 3 clusters Score -1705214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1705211.375000 Penalty: 3157.017334
	Iteration 49Q: 3 clusters Score -1705211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -1705211.625000 Penalty: 3157.017334
	Iteration 50Q: 3 clusters Score -1705212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1705211.375000 Penalty: 3157.017334
	Iteration 51Q: 3 clusters Score -1705211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1705211.375000 Penalty: 3157.017334
	Iteration 52F: 3 clusters Score -1705211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Entering Unmasked Estep 
Score: -6074988.500000 Penalty: 1786.974976
	Iteration 0F: 2 clusters Score -6074988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -6035001.000000 Penalty: 3573.949951
	Iteration 0F: 3 clusters Score -6035001 nChanged 28119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -6051172.500000 Penalty: 3573.949951
	Iteration 1F: 3 clusters Score -6051172 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -6051928.500000 Penalty: 3573.949951
	Iteration 2Q: 3 clusters Score -6051928 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -6052929.500000 Penalty: 3573.949951
	Iteration 3Q: 3 clusters Score -6052930 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -6054280.500000 Penalty: 3573.949951
	Iteration 4F: 3 clusters Score -6054280 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -6056262.000000 Penalty: 3573.949951
	Iteration 5F: 3 clusters Score -6056262 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -6059207.000000 Penalty: 3573.949951
	Iteration 6F: 3 clusters Score -6059207 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -6062921.000000 Penalty: 3573.949951
	Iteration 7F: 3 clusters Score -6062921 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -6066448.500000 Penalty: 3573.949951
	Iteration 8F: 3 clusters Score -6066448 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -6069041.500000 Penalty: 3573.949951
	Iteration 9Q: 3 clusters Score -6069042 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -6070421.000000 Penalty: 3573.949951
	Iteration 10Q: 3 clusters Score -6070421 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -6071145.000000 Penalty: 3573.949951
	Iteration 11Q: 3 clusters Score -6071145 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -6071607.500000 Penalty: 3573.949951
	Iteration 12Q: 3 clusters Score -6071608 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 52676 members 
Entering Unmasked Estep 
Score: -6071941.000000 Penalty: 3573.949951
	Iteration 13Q: 3 clusters Score -6071941 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 53295 members 
Entering Unmasked Estep 
Score: -6072178.000000 Penalty: 3573.949951
	Iteration 14Q: 3 clusters Score -6072178 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -6072399.000000 Penalty: 3573.949951
	Iteration 15Q: 3 clusters Score -6072399 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -6072586.000000 Penalty: 3573.949951
	Iteration 16Q: 3 clusters Score -6072586 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -6072786.500000 Penalty: 3573.949951
	Iteration 17Q: 3 clusters Score -6072786 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -6072909.000000 Penalty: 3573.949951
	Iteration 18Q: 3 clusters Score -6072909 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -6073041.000000 Penalty: 3573.949951
	Iteration 19Q: 3 clusters Score -6073041 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
Score: -6073150.500000 Penalty: 3573.949951
	Iteration 20F: 3 clusters Score -6073150 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 56280 members 
Entering Unmasked Estep 
Score: -6073269.500000 Penalty: 3573.949951
	Iteration 21Q: 3 clusters Score -6073270 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -6073340.500000 Penalty: 3573.949951
	Iteration 22Q: 3 clusters Score -6073340 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
Score: -6073386.500000 Penalty: 3573.949951
	Iteration 23Q: 3 clusters Score -6073386 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 56963 members 
Entering Unmasked Estep 
Score: -6073449.500000 Penalty: 3573.949951
	Iteration 24Q: 3 clusters Score -6073450 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
Score: -6073512.500000 Penalty: 3573.949951
	Iteration 25Q: 3 clusters Score -6073512 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -6073534.000000 Penalty: 3573.949951
	Iteration 26Q: 3 clusters Score -6073534 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 57398 members 
Entering Unmasked Estep 
Score: -6073563.500000 Penalty: 3573.949951
	Iteration 27Q: 3 clusters Score -6073564 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -6073608.000000 Penalty: 3573.949951
	Iteration 28Q: 3 clusters Score -6073608 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 57627 members 
Entering Unmasked Estep 
Score: -6073641.000000 Penalty: 3573.949951
	Iteration 29Q: 3 clusters Score -6073641 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -6073681.500000 Penalty: 3573.949951
	Iteration 30Q: 3 clusters Score -6073682 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -6073708.000000 Penalty: 3573.949951
	Iteration 31Q: 3 clusters Score -6073708 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -6073730.000000 Penalty: 3573.949951
	Iteration 32Q: 3 clusters Score -6073730 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 57971 members 
Entering Unmasked Estep 
Score: -6073748.000000 Penalty: 3573.949951
	Iteration 33Q: 3 clusters Score -6073748 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 58030 members 
Entering Unmasked Estep 
Score: -6073766.000000 Penalty: 3573.949951
	Iteration 34Q: 3 clusters Score -6073766 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -6073773.000000 Penalty: 3573.949951
	Iteration 35Q: 3 clusters Score -6073773 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 58126 members 
Entering Unmasked Estep 
Score: -6073761.500000 Penalty: 3573.949951
	Iteration 36Q: 3 clusters Score -6073762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 58158 members 
Entering Unmasked Estep 
Score: -6073767.500000 Penalty: 3573.949951
	Iteration 37Q: 3 clusters Score -6073768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 58188 members 
Entering Unmasked Estep 
Score: -6073771.000000 Penalty: 3573.949951
	Iteration 38Q: 3 clusters Score -6073771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -6073786.500000 Penalty: 3573.949951
	Iteration 39Q: 3 clusters Score -6073786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 58256 members 
Entering Unmasked Estep 
Score: -6073795.500000 Penalty: 3573.949951
	Iteration 40F: 3 clusters Score -6073796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 58282 members 
Entering Unmasked Estep 
Score: -6073800.500000 Penalty: 3573.949951
	Iteration 41Q: 3 clusters Score -6073800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 58304 members 
Entering Unmasked Estep 
Score: -6073802.500000 Penalty: 3573.949951
	Iteration 42Q: 3 clusters Score -6073802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 58325 members 
Entering Unmasked Estep 
Score: -6073809.500000 Penalty: 3573.949951
	Iteration 43Q: 3 clusters Score -6073810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -6073811.500000 Penalty: 3573.949951
	Iteration 44Q: 3 clusters Score -6073812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -6073828.000000 Penalty: 3573.949951
	Iteration 45Q: 3 clusters Score -6073828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -6073822.500000 Penalty: 3573.949951
	Iteration 46Q: 3 clusters Score -6073822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 58408 members 
Entering Unmasked Estep 
Score: -6073836.500000 Penalty: 3573.949951
	Iteration 47Q: 3 clusters Score -6073836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 58424 members 
Entering Unmasked Estep 
Score: -6073839.500000 Penalty: 3573.949951
	Iteration 48Q: 3 clusters Score -6073840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 58440 members 
Entering Unmasked Estep 
Score: -6073834.000000 Penalty: 3573.949951
	Iteration 49Q: 3 clusters Score -6073834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 58456 members 
Entering Unmasked Estep 
Score: -6073849.500000 Penalty: 3573.949951
	Iteration 50Q: 3 clusters Score -6073850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 58468 members 
Entering Unmasked Estep 
Score: -6073852.500000 Penalty: 3573.949951
	Iteration 51Q: 3 clusters Score -6073852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 58478 members 
Entering Unmasked Estep 
Score: -6073858.000000 Penalty: 3573.949951
	Iteration 52Q: 3 clusters Score -6073858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 58487 members 
Entering Unmasked Estep 
Score: -6073858.000000 Penalty: 3573.949951
	Iteration 53Q: 3 clusters Score -6073858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 58492 members 
Entering Unmasked Estep 
Score: -6073858.000000 Penalty: 3573.949951
	Iteration 54Q: 3 clusters Score -6073858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 58498 members 
Entering Unmasked Estep 
Score: -6073859.000000 Penalty: 3573.949951
	Iteration 55Q: 3 clusters Score -6073859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 58504 members 
Entering Unmasked Estep 
Score: -6073861.000000 Penalty: 3573.949951
	Iteration 56Q: 3 clusters Score -6073861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 58505 members 
Entering Unmasked Estep 
Score: -6073865.000000 Penalty: 3573.949951
	Iteration 57Q: 3 clusters Score -6073865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 58505 members 
Entering Unmasked Estep 
Score: -6073865.000000 Penalty: 3573.949951
	Iteration 58F: 3 clusters Score -6073865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (86061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86061 members 
Entering Unmasked Estep 
Score: -8843986.000000 Penalty: 1846.456909
	Iteration 0F: 2 clusters Score -8843986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -8787011.000000 Penalty: 3692.913818
	Iteration 0F: 3 clusters Score -8787011 nChanged 40854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -8810777.000000 Penalty: 3692.913818
	Iteration 1F: 3 clusters Score -8810777 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -8811728.000000 Penalty: 3692.913818
	Iteration 2Q: 3 clusters Score -8811728 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -8812940.000000 Penalty: 3692.913818
	Iteration 3Q: 3 clusters Score -8812940 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -8814956.000000 Penalty: 3692.913818
	Iteration 4Q: 3 clusters Score -8814956 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -8818095.000000 Penalty: 3692.913818
	Iteration 5F: 3 clusters Score -8818095 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 57787 members 
Entering Unmasked Estep 
Score: -8822346.000000 Penalty: 3692.913818
	Iteration 6F: 3 clusters Score -8822346 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -8826609.000000 Penalty: 3692.913818
	Iteration 7F: 3 clusters Score -8826609 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 64747 members 
Entering Unmasked Estep 
Score: -8829960.000000 Penalty: 3692.913818
	Iteration 8F: 3 clusters Score -8829960 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
Score: -8832335.000000 Penalty: 3692.913818
	Iteration 9Q: 3 clusters Score -8832335 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 69152 members 
Entering Unmasked Estep 
Score: -8834041.000000 Penalty: 3692.913818
	Iteration 10Q: 3 clusters Score -8834041 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 70944 members 
Entering Unmasked Estep 
Score: -8835388.000000 Penalty: 3692.913818
	Iteration 11Q: 3 clusters Score -8835388 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 72560 members 
Entering Unmasked Estep 
Score: -8836423.000000 Penalty: 3692.913818
	Iteration 12Q: 3 clusters Score -8836423 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
Score: -8837391.000000 Penalty: 3692.913818
	Iteration 13Q: 3 clusters Score -8837391 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 75214 members 
Entering Unmasked Estep 
Score: -8838155.000000 Penalty: 3692.913818
	Iteration 14Q: 3 clusters Score -8838155 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 76315 members 
Entering Unmasked Estep 
Score: -8838812.000000 Penalty: 3692.913818
	Iteration 15Q: 3 clusters Score -8838812 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 77228 members 
Entering Unmasked Estep 
Score: -8839311.000000 Penalty: 3692.913818
	Iteration 16Q: 3 clusters Score -8839311 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 78061 members 
Entering Unmasked Estep 
Score: -8839797.000000 Penalty: 3692.913818
	Iteration 17Q: 3 clusters Score -8839797 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 78789 members 
Entering Unmasked Estep 
Score: -8840168.000000 Penalty: 3692.913818
	Iteration 18Q: 3 clusters Score -8840168 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 79456 members 
Entering Unmasked Estep 
Score: -8840440.000000 Penalty: 3692.913818
	Iteration 19Q: 3 clusters Score -8840440 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 80069 members 
Entering Unmasked Estep 
Score: -8840672.000000 Penalty: 3692.913818
	Iteration 20F: 3 clusters Score -8840672 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 80630 members 
Entering Unmasked Estep 
Score: -8840911.000000 Penalty: 3692.913818
	Iteration 21Q: 3 clusters Score -8840911 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 81169 members 
Entering Unmasked Estep 
Score: -8841123.000000 Penalty: 3692.913818
	Iteration 22Q: 3 clusters Score -8841123 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 81659 members 
Entering Unmasked Estep 
Score: -8841331.000000 Penalty: 3692.913818
	Iteration 23Q: 3 clusters Score -8841331 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 82093 members 
Entering Unmasked Estep 
Score: -8841462.000000 Penalty: 3692.913818
	Iteration 24Q: 3 clusters Score -8841462 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 82491 members 
Entering Unmasked Estep 
Score: -8841604.000000 Penalty: 3692.913818
	Iteration 25Q: 3 clusters Score -8841604 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 82865 members 
Entering Unmasked Estep 
Score: -8841709.000000 Penalty: 3692.913818
	Iteration 26Q: 3 clusters Score -8841709 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 83216 members 
Entering Unmasked Estep 
Score: -8841823.000000 Penalty: 3692.913818
	Iteration 27Q: 3 clusters Score -8841823 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 83516 members 
Entering Unmasked Estep 
Score: -8841951.000000 Penalty: 3692.913818
	Iteration 28Q: 3 clusters Score -8841951 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 83783 members 
Entering Unmasked Estep 
Score: -8842054.000000 Penalty: 3692.913818
	Iteration 29Q: 3 clusters Score -8842054 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 84011 members 
Entering Unmasked Estep 
Score: -8842115.000000 Penalty: 3692.913818
	Iteration 30Q: 3 clusters Score -8842115 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 84206 members 
Entering Unmasked Estep 
Score: -8842151.000000 Penalty: 3692.913818
	Iteration 31Q: 3 clusters Score -8842151 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 84373 members 
Entering Unmasked Estep 
Score: -8842201.000000 Penalty: 3692.913818
	Iteration 32Q: 3 clusters Score -8842201 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 84501 members 
Entering Unmasked Estep 
Score: -8842244.000000 Penalty: 3692.913818
	Iteration 33Q: 3 clusters Score -8842244 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 84624 members 
Entering Unmasked Estep 
Score: -8842281.000000 Penalty: 3692.913818
	Iteration 34Q: 3 clusters Score -8842281 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 84739 members 
Entering Unmasked Estep 
Score: -8842303.000000 Penalty: 3692.913818
	Iteration 35Q: 3 clusters Score -8842303 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 84834 members 
Entering Unmasked Estep 
Score: -8842343.000000 Penalty: 3692.913818
	Iteration 36Q: 3 clusters Score -8842343 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 84923 members 
Entering Unmasked Estep 
Score: -8842371.000000 Penalty: 3692.913818
	Iteration 37Q: 3 clusters Score -8842371 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 84986 members 
Entering Unmasked Estep 
Score: -8842399.000000 Penalty: 3692.913818
	Iteration 38Q: 3 clusters Score -8842399 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 85048 members 
Entering Unmasked Estep 
Score: -8842419.000000 Penalty: 3692.913818
	Iteration 39Q: 3 clusters Score -8842419 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 85100 members 
Entering Unmasked Estep 
Score: -8842440.000000 Penalty: 3692.913818
	Iteration 40F: 3 clusters Score -8842440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 85138 members 
Entering Unmasked Estep 
Score: -8842471.000000 Penalty: 3692.913818
	Iteration 41Q: 3 clusters Score -8842471 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 85171 members 
Entering Unmasked Estep 
Score: -8842483.000000 Penalty: 3692.913818
	Iteration 42Q: 3 clusters Score -8842483 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 85202 members 
Entering Unmasked Estep 
Score: -8842496.000000 Penalty: 3692.913818
	Iteration 43Q: 3 clusters Score -8842496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 85230 members 
Entering Unmasked Estep 
Score: -8842503.000000 Penalty: 3692.913818
	Iteration 44Q: 3 clusters Score -8842503 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 85264 members 
Entering Unmasked Estep 
Score: -8842506.000000 Penalty: 3692.913818
	Iteration 45Q: 3 clusters Score -8842506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 85279 members 
Entering Unmasked Estep 
Score: -8842518.000000 Penalty: 3692.913818
	Iteration 46Q: 3 clusters Score -8842518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 85292 members 
Entering Unmasked Estep 
Score: -8842519.000000 Penalty: 3692.913818
	Iteration 47Q: 3 clusters Score -8842519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 85309 members 
Entering Unmasked Estep 
Score: -8842532.000000 Penalty: 3692.913818
	Iteration 48Q: 3 clusters Score -8842532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 85325 members 
Entering Unmasked Estep 
Score: -8842539.000000 Penalty: 3692.913818
	Iteration 49Q: 3 clusters Score -8842539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 85336 members 
Entering Unmasked Estep 
Score: -8842543.000000 Penalty: 3692.913818
	Iteration 50Q: 3 clusters Score -8842543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 85354 members 
Entering Unmasked Estep 
Score: -8842548.000000 Penalty: 3692.913818
	Iteration 51Q: 3 clusters Score -8842548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 85373 members 
Entering Unmasked Estep 
Score: -8842549.000000 Penalty: 3692.913818
	Iteration 52Q: 3 clusters Score -8842549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 85389 members 
Entering Unmasked Estep 
Score: -8842546.000000 Penalty: 3692.913818
	Iteration 53Q: 3 clusters Score -8842546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 85398 members 
Entering Unmasked Estep 
Score: -8842551.000000 Penalty: 3692.913818
	Iteration 54Q: 3 clusters Score -8842551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 85403 members 
Entering Unmasked Estep 
Score: -8842551.000000 Penalty: 3692.913818
	Iteration 55Q: 3 clusters Score -8842551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 85407 members 
Entering Unmasked Estep 
Score: -8842544.000000 Penalty: 3692.913818
	Iteration 56Q: 3 clusters Score -8842544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 85413 members 
Entering Unmasked Estep 
Score: -8842551.000000 Penalty: 3692.913818
	Iteration 57Q: 3 clusters Score -8842551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 85419 members 
Entering Unmasked Estep 
Score: -8842551.000000 Penalty: 3692.913818
	Iteration 58Q: 3 clusters Score -8842551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 85426 members 
Entering Unmasked Estep 
Score: -8842555.000000 Penalty: 3692.913818
	Iteration 59Q: 3 clusters Score -8842555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 85431 members 
Entering Unmasked Estep 
Score: -8842560.000000 Penalty: 3692.913818
	Iteration 60F: 3 clusters Score -8842560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 85432 members 
Entering Unmasked Estep 
Score: -8842559.000000 Penalty: 3692.913818
	Iteration 61Q: 3 clusters Score -8842559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 85433 members 
Entering Unmasked Estep 
Score: -8842565.000000 Penalty: 3692.913818
	Iteration 62Q: 3 clusters Score -8842565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 85435 members 
Entering Unmasked Estep 
Score: -8842563.000000 Penalty: 3692.913818
	Iteration 63Q: 3 clusters Score -8842563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 85442 members 
Entering Unmasked Estep 
Score: -8842560.000000 Penalty: 3692.913818
	Iteration 64Q: 3 clusters Score -8842560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 85449 members 
Entering Unmasked Estep 
Score: -8842579.000000 Penalty: 3692.913818
	Iteration 65Q: 3 clusters Score -8842579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 85457 members 
Entering Unmasked Estep 
Score: -8842581.000000 Penalty: 3692.913818
	Iteration 66Q: 3 clusters Score -8842581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 85464 members 
Entering Unmasked Estep 
Score: -8842577.000000 Penalty: 3692.913818
	Iteration 67Q: 3 clusters Score -8842577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 85468 members 
Entering Unmasked Estep 
Score: -8842587.000000 Penalty: 3692.913818
	Iteration 68Q: 3 clusters Score -8842587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 85470 members 
Entering Unmasked Estep 
Score: -8842586.000000 Penalty: 3692.913818
	Iteration 69Q: 3 clusters Score -8842586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 85472 members 
Entering Unmasked Estep 
Score: -8842588.000000 Penalty: 3692.913818
	Iteration 70Q: 3 clusters Score -8842588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 85472 members 
Entering Unmasked Estep 
Score: -8842588.000000 Penalty: 3692.913818
	Iteration 71F: 3 clusters Score -8842588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (68672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68672 members 
Entering Unmasked Estep 
Score: -6968209.500000 Penalty: 1809.778198
	Iteration 0F: 2 clusters Score -6968210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -6922365.500000 Penalty: 3619.556396
	Iteration 0F: 3 clusters Score -6922366 nChanged 32512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -6941625.500000 Penalty: 3619.556396
	Iteration 1F: 3 clusters Score -6941626 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -6943024.500000 Penalty: 3619.556396
	Iteration 2Q: 3 clusters Score -6943024 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -6945093.000000 Penalty: 3619.556396
	Iteration 3F: 3 clusters Score -6945093 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -6948363.000000 Penalty: 3619.556396
	Iteration 4F: 3 clusters Score -6948363 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -6952644.000000 Penalty: 3619.556396
	Iteration 5F: 3 clusters Score -6952644 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -6957296.000000 Penalty: 3619.556396
	Iteration 6F: 3 clusters Score -6957296 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 56633 members 
Entering Unmasked Estep 
Score: -6960843.000000 Penalty: 3619.556396
	Iteration 7F: 3 clusters Score -6960843 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 58530 members 
Entering Unmasked Estep 
Score: -6962706.500000 Penalty: 3619.556396
	Iteration 8Q: 3 clusters Score -6962706 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 59748 members 
Entering Unmasked Estep 
Score: -6963588.500000 Penalty: 3619.556396
	Iteration 9Q: 3 clusters Score -6963588 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 60696 members 
Entering Unmasked Estep 
Score: -6964100.500000 Penalty: 3619.556396
	Iteration 10Q: 3 clusters Score -6964100 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -6964430.500000 Penalty: 3619.556396
	Iteration 11Q: 3 clusters Score -6964430 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -6964762.000000 Penalty: 3619.556396
	Iteration 12Q: 3 clusters Score -6964762 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 62935 members 
Entering Unmasked Estep 
Score: -6965022.000000 Penalty: 3619.556396
	Iteration 13Q: 3 clusters Score -6965022 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 63577 members 
Entering Unmasked Estep 
Score: -6965282.000000 Penalty: 3619.556396
	Iteration 14Q: 3 clusters Score -6965282 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 64175 members 
Entering Unmasked Estep 
Score: -6965544.500000 Penalty: 3619.556396
	Iteration 15Q: 3 clusters Score -6965544 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 64719 members 
Entering Unmasked Estep 
Score: -6965767.500000 Penalty: 3619.556396
	Iteration 16Q: 3 clusters Score -6965768 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 65140 members 
Entering Unmasked Estep 
Score: -6965897.000000 Penalty: 3619.556396
	Iteration 17Q: 3 clusters Score -6965897 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 65533 members 
Entering Unmasked Estep 
Score: -6966091.500000 Penalty: 3619.556396
	Iteration 18Q: 3 clusters Score -6966092 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 65907 members 
Entering Unmasked Estep 
Score: -6966248.000000 Penalty: 3619.556396
	Iteration 19Q: 3 clusters Score -6966248 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 66207 members 
Entering Unmasked Estep 
Score: -6966347.000000 Penalty: 3619.556396
	Iteration 20F: 3 clusters Score -6966347 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -6966459.000000 Penalty: 3619.556396
	Iteration 21Q: 3 clusters Score -6966459 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 66707 members 
Entering Unmasked Estep 
Score: -6966528.000000 Penalty: 3619.556396
	Iteration 22Q: 3 clusters Score -6966528 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 66885 members 
Entering Unmasked Estep 
Score: -6966577.500000 Penalty: 3619.556396
	Iteration 23Q: 3 clusters Score -6966578 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 67045 members 
Entering Unmasked Estep 
Score: -6966650.500000 Penalty: 3619.556396
	Iteration 24Q: 3 clusters Score -6966650 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 67166 members 
Entering Unmasked Estep 
Score: -6966658.500000 Penalty: 3619.556396
	Iteration 25Q: 3 clusters Score -6966658 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 67270 members 
Entering Unmasked Estep 
Score: -6966696.000000 Penalty: 3619.556396
	Iteration 26Q: 3 clusters Score -6966696 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 67359 members 
Entering Unmasked Estep 
Score: -6966737.500000 Penalty: 3619.556396
	Iteration 27Q: 3 clusters Score -6966738 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 67438 members 
Entering Unmasked Estep 
Score: -6966756.000000 Penalty: 3619.556396
	Iteration 28Q: 3 clusters Score -6966756 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 67501 members 
Entering Unmasked Estep 
Score: -6966771.000000 Penalty: 3619.556396
	Iteration 29Q: 3 clusters Score -6966771 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 67554 members 
Entering Unmasked Estep 
Score: -6966787.000000 Penalty: 3619.556396
	Iteration 30Q: 3 clusters Score -6966787 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
Score: -6966800.500000 Penalty: 3619.556396
	Iteration 31Q: 3 clusters Score -6966800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 67644 members 
Entering Unmasked Estep 
Score: -6966812.500000 Penalty: 3619.556396
	Iteration 32Q: 3 clusters Score -6966812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 67680 members 
Entering Unmasked Estep 
Score: -6966812.500000 Penalty: 3619.556396
	Iteration 33Q: 3 clusters Score -6966812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 67710 members 
Entering Unmasked Estep 
Score: -6966827.500000 Penalty: 3619.556396
	Iteration 34Q: 3 clusters Score -6966828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 67744 members 
Entering Unmasked Estep 
Score: -6966834.500000 Penalty: 3619.556396
	Iteration 35Q: 3 clusters Score -6966834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 67779 members 
Entering Unmasked Estep 
Score: -6966842.500000 Penalty: 3619.556396
	Iteration 36Q: 3 clusters Score -6966842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 67798 members 
Entering Unmasked Estep 
Score: -6966853.000000 Penalty: 3619.556396
	Iteration 37Q: 3 clusters Score -6966853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -6966855.500000 Penalty: 3619.556396
	Iteration 38Q: 3 clusters Score -6966856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -6966857.000000 Penalty: 3619.556396
	Iteration 39Q: 3 clusters Score -6966857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 67824 members 
Entering Unmasked Estep 
Score: -6966856.500000 Penalty: 3619.556396
	Iteration 40F: 3 clusters Score -6966856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 67831 members 
Entering Unmasked Estep 
Score: -6966849.000000 Penalty: 3619.556396
	Iteration 41Q: 3 clusters Score -6966849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 67842 members 
Entering Unmasked Estep 
Score: -6966863.500000 Penalty: 3619.556396
	Iteration 42Q: 3 clusters Score -6966864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 67854 members 
Entering Unmasked Estep 
Score: -6966870.000000 Penalty: 3619.556396
	Iteration 43Q: 3 clusters Score -6966870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 67861 members 
Entering Unmasked Estep 
Score: -6966863.000000 Penalty: 3619.556396
	Iteration 44Q: 3 clusters Score -6966863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 67866 members 
Entering Unmasked Estep 
Score: -6966867.000000 Penalty: 3619.556396
	Iteration 45Q: 3 clusters Score -6966867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 67870 members 
Entering Unmasked Estep 
Score: -6966870.500000 Penalty: 3619.556396
	Iteration 46Q: 3 clusters Score -6966870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 67873 members 
Entering Unmasked Estep 
Score: -6966869.000000 Penalty: 3619.556396
	Iteration 47Q: 3 clusters Score -6966869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 67875 members 
Entering Unmasked Estep 
Score: -6966869.000000 Penalty: 3619.556396
	Iteration 48Q: 3 clusters Score -6966869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 67878 members 
Entering Unmasked Estep 
Score: -6966869.500000 Penalty: 3619.556396
	Iteration 49Q: 3 clusters Score -6966870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 67881 members 
Entering Unmasked Estep 
Score: -6966865.500000 Penalty: 3619.556396
	Iteration 50Q: 3 clusters Score -6966866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 67881 members 
Entering Unmasked Estep 
Score: -6966865.500000 Penalty: 3619.556396
	Iteration 51F: 3 clusters Score -6966866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (165501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165501 members 
Entering Unmasked Estep 
Score: -16990586.000000 Penalty: 1952.718994
	Iteration 0F: 2 clusters Score -1.699059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82421 members 
Mstep: Class 2 contains 83080 members 
Entering Unmasked Estep 
Score: -16886218.000000 Penalty: 3905.437988
	Iteration 0F: 3 clusters Score -1.688622e+07 nChanged 79844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 92220 members 
Entering Unmasked Estep 
Score: -16935048.000000 Penalty: 3905.437988
	Iteration 1F: 3 clusters Score -1.693505e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66974 members 
Mstep: Class 2 contains 98527 members 
Entering Unmasked Estep 
Score: -16938486.000000 Penalty: 3905.437988
	Iteration 2Q: 3 clusters Score -1.693849e+07 nChanged 10522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 107745 members 
Entering Unmasked Estep 
Score: -16944422.000000 Penalty: 3905.437988
	Iteration 3F: 3 clusters Score -1.694442e+07 nChanged 13047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 119740 members 
Entering Unmasked Estep 
Score: -16953966.000000 Penalty: 3905.437988
	Iteration 4F: 3 clusters Score -1.695397e+07 nChanged 14437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 133479 members 
Entering Unmasked Estep 
Score: -16966596.000000 Penalty: 3905.437988
	Iteration 5F: 3 clusters Score -1.69666e+07 nChanged 13211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 146282 members 
Entering Unmasked Estep 
Score: -16978758.000000 Penalty: 3905.437988
	Iteration 6F: 3 clusters Score -1.697876e+07 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 155496 members 
Entering Unmasked Estep 
Score: -16985632.000000 Penalty: 3905.437988
	Iteration 7F: 3 clusters Score -1.698563e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 160552 members 
Entering Unmasked Estep 
Score: -16988366.000000 Penalty: 3905.437988
	Iteration 8Q: 3 clusters Score -1.698837e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 162841 members 
Entering Unmasked Estep 
Score: -16989358.000000 Penalty: 3905.437988
	Iteration 9Q: 3 clusters Score -1.698936e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 163799 members 
Entering Unmasked Estep 
Score: -16989566.000000 Penalty: 3905.437988
	Iteration 10Q: 3 clusters Score -1.698957e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 164208 members 
Entering Unmasked Estep 
Score: -16989656.000000 Penalty: 3905.437988
	Iteration 11Q: 3 clusters Score -1.698966e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 164400 members 
Entering Unmasked Estep 
Score: -16989736.000000 Penalty: 3905.437988
	Iteration 12Q: 3 clusters Score -1.698974e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 164516 members 
Entering Unmasked Estep 
Score: -16989780.000000 Penalty: 3905.437988
	Iteration 13Q: 3 clusters Score -1.698978e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 164579 members 
Entering Unmasked Estep 
Score: -16989808.000000 Penalty: 3905.437988
	Iteration 14Q: 3 clusters Score -1.698981e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 164603 members 
Entering Unmasked Estep 
Score: -16989842.000000 Penalty: 3905.437988
	Iteration 15Q: 3 clusters Score -1.698984e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 164608 members 
Entering Unmasked Estep 
Score: -16989872.000000 Penalty: 3905.437988
	Iteration 16Q: 3 clusters Score -1.698987e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 164611 members 
Entering Unmasked Estep 
Score: -16989890.000000 Penalty: 3905.437988
	Iteration 17Q: 3 clusters Score -1.698989e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 164616 members 
Entering Unmasked Estep 
Score: -16989908.000000 Penalty: 3905.437988
	Iteration 18Q: 3 clusters Score -1.698991e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 164629 members 
Entering Unmasked Estep 
Score: -16989912.000000 Penalty: 3905.437988
	Iteration 19Q: 3 clusters Score -1.698991e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 164638 members 
Entering Unmasked Estep 
Score: -16989926.000000 Penalty: 3905.437988
	Iteration 20F: 3 clusters Score -1.698993e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 164641 members 
Entering Unmasked Estep 
Score: -16989938.000000 Penalty: 3905.437988
	Iteration 21Q: 3 clusters Score -1.698994e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 164645 members 
Entering Unmasked Estep 
Score: -16989940.000000 Penalty: 3905.437988
	Iteration 22Q: 3 clusters Score -1.698994e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 164648 members 
Entering Unmasked Estep 
Score: -16989942.000000 Penalty: 3905.437988
	Iteration 23Q: 3 clusters Score -1.698994e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 164658 members 
Entering Unmasked Estep 
Score: -16989942.000000 Penalty: 3905.437988
	Iteration 24Q: 3 clusters Score -1.698994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 164664 members 
Entering Unmasked Estep 
Score: -16989946.000000 Penalty: 3905.437988
	Iteration 25Q: 3 clusters Score -1.698995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 164670 members 
Entering Unmasked Estep 
Score: -16989946.000000 Penalty: 3905.437988
	Iteration 26Q: 3 clusters Score -1.698995e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 164669 members 
Entering Unmasked Estep 
Score: -16989954.000000 Penalty: 3905.437988
	Iteration 27Q: 3 clusters Score -1.698995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 164667 members 
Entering Unmasked Estep 
Score: -16989948.000000 Penalty: 3905.437988
	Iteration 28Q: 3 clusters Score -1.698995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 164668 members 
Entering Unmasked Estep 
Score: -16989954.000000 Penalty: 3905.437988
	Iteration 29Q: 3 clusters Score -1.698995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 164665 members 
Entering Unmasked Estep 
Score: -16989952.000000 Penalty: 3905.437988
	Iteration 30Q: 3 clusters Score -1.698995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 164663 members 
Entering Unmasked Estep 
Score: -16989956.000000 Penalty: 3905.437988
	Iteration 31Q: 3 clusters Score -1.698996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 164662 members 
Entering Unmasked Estep 
Score: -16989954.000000 Penalty: 3905.437988
	Iteration 32Q: 3 clusters Score -1.698995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 164662 members 
Entering Unmasked Estep 
Score: -16989954.000000 Penalty: 3905.437988
	Iteration 33F: 3 clusters Score -1.698995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (163349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163349 members 
Entering Unmasked Estep 
Score: -16609606.000000 Penalty: 1950.592163
	Iteration 0F: 2 clusters Score -1.660961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81864 members 
Mstep: Class 2 contains 81485 members 
Entering Unmasked Estep 
Score: -16502091.000000 Penalty: 3901.184326
	Iteration 0F: 3 clusters Score -1.650209e+07 nChanged 78551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 77654 members 
Entering Unmasked Estep 
Score: -16547704.000000 Penalty: 3901.184326
	Iteration 1F: 3 clusters Score -1.65477e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87874 members 
Mstep: Class 2 contains 75475 members 
Entering Unmasked Estep 
Score: -16548673.000000 Penalty: 3901.184326
	Iteration 2Q: 3 clusters Score -1.654867e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91392 members 
Mstep: Class 2 contains 71957 members 
Entering Unmasked Estep 
Score: -16550040.000000 Penalty: 3901.184326
	Iteration 3Q: 3 clusters Score -1.655004e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96873 members 
Mstep: Class 2 contains 66476 members 
Entering Unmasked Estep 
Score: -16552325.000000 Penalty: 3901.184326
	Iteration 4Q: 3 clusters Score -1.655232e+07 nChanged 8937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105358 members 
Mstep: Class 2 contains 57991 members 
Entering Unmasked Estep 
Score: -16556847.000000 Penalty: 3901.184326
	Iteration 5F: 3 clusters Score -1.655685e+07 nChanged 11998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117190 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -16564881.000000 Penalty: 3901.184326
	Iteration 6F: 3 clusters Score -1.656488e+07 nChanged 14655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131803 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -16577449.000000 Penalty: 3901.184326
	Iteration 7F: 3 clusters Score -1.657745e+07 nChanged 14284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146075 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -16591707.000000 Penalty: 3901.184326
	Iteration 8F: 3 clusters Score -1.659171e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156061 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -16601428.000000 Penalty: 3901.184326
	Iteration 9F: 3 clusters Score -1.660143e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160895 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -16605813.000000 Penalty: 3901.184326
	Iteration 10Q: 3 clusters Score -1.660581e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162537 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -16607248.000000 Penalty: 3901.184326
	Iteration 11Q: 3 clusters Score -1.660725e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162969 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -16607559.000000 Penalty: 3901.184326
	Iteration 12Q: 3 clusters Score -1.660756e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163091 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -16607703.000000 Penalty: 3901.184326
	Iteration 13Q: 3 clusters Score -1.66077e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163134 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16607747.000000 Penalty: 3901.184326
	Iteration 14Q: 3 clusters Score -1.660775e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163142 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16607762.000000 Penalty: 3901.184326
	Iteration 15Q: 3 clusters Score -1.660776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163152 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16607791.000000 Penalty: 3901.184326
	Iteration 16Q: 3 clusters Score -1.660779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163162 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16607810.000000 Penalty: 3901.184326
	Iteration 17Q: 3 clusters Score -1.660781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163168 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16607819.000000 Penalty: 3901.184326
	Iteration 18Q: 3 clusters Score -1.660782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163172 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16607819.000000 Penalty: 3901.184326
	Iteration 19Q: 3 clusters Score -1.660782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163172 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16607829.000000 Penalty: 3901.184326
	Iteration 20F: 3 clusters Score -1.660783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163172 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16607835.000000 Penalty: 3901.184326
	Iteration 21Q: 3 clusters Score -1.660784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163175 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16607847.000000 Penalty: 3901.184326
	Iteration 22Q: 3 clusters Score -1.660785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163178 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16607857.000000 Penalty: 3901.184326
	Iteration 23Q: 3 clusters Score -1.660786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163178 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16607857.000000 Penalty: 3901.184326
	Iteration 24Q: 3 clusters Score -1.660786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163178 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16607856.000000 Penalty: 3901.184326
	Iteration 25Q: 3 clusters Score -1.660786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163180 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16607864.000000 Penalty: 3901.184326
	Iteration 26Q: 3 clusters Score -1.660786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163178 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16607843.000000 Penalty: 3901.184326
	Iteration 27Q: 3 clusters Score -1.660784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163179 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16607859.000000 Penalty: 3901.184326
	Iteration 28Q: 3 clusters Score -1.660786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163180 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16607867.000000 Penalty: 3901.184326
	Iteration 29Q: 3 clusters Score -1.660787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163181 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16607863.000000 Penalty: 3901.184326
	Iteration 30Q: 3 clusters Score -1.660786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163182 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16607861.000000 Penalty: 3901.184326
	Iteration 31Q: 3 clusters Score -1.660786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163181 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16607864.000000 Penalty: 3901.184326
	Iteration 32Q: 3 clusters Score -1.660786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163181 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16607864.000000 Penalty: 3901.184326
	Iteration 33F: 3 clusters Score -1.660786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Entering Unmasked Estep 
Score: -1692999.000000 Penalty: 1580.577515
	Iteration 0F: 2 clusters Score -1692999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1681504.625000 Penalty: 3161.155029
	Iteration 0F: 3 clusters Score -1681505 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1685722.250000 Penalty: 3161.155029
	Iteration 1F: 3 clusters Score -1685722 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1686129.500000 Penalty: 3161.155029
	Iteration 2F: 3 clusters Score -1686130 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1686534.375000 Penalty: 3161.155029
	Iteration 3F: 3 clusters Score -1686534 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1686992.625000 Penalty: 3161.155029
	Iteration 4F: 3 clusters Score -1686993 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1687610.125000 Penalty: 3161.155029
	Iteration 5F: 3 clusters Score -1687610 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1688280.500000 Penalty: 3161.155029
	Iteration 6F: 3 clusters Score -1688280 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1688997.125000 Penalty: 3161.155029
	Iteration 7F: 3 clusters Score -1688997 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1689600.250000 Penalty: 3161.155029
	Iteration 8F: 3 clusters Score -1689600 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1689980.000000 Penalty: 3161.155029
	Iteration 9Q: 3 clusters Score -1689980 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1690173.250000 Penalty: 3161.155029
	Iteration 10Q: 3 clusters Score -1690173 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1690282.625000 Penalty: 3161.155029
	Iteration 11Q: 3 clusters Score -1690283 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1690358.875000 Penalty: 3161.155029
	Iteration 12Q: 3 clusters Score -1690359 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1690405.750000 Penalty: 3161.155029
	Iteration 13Q: 3 clusters Score -1690406 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1690462.125000 Penalty: 3161.155029
	Iteration 14Q: 3 clusters Score -1690462 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1690502.750000 Penalty: 3161.155029
	Iteration 15Q: 3 clusters Score -1690503 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1690547.500000 Penalty: 3161.155029
	Iteration 16Q: 3 clusters Score -1690548 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1690589.625000 Penalty: 3161.155029
	Iteration 17Q: 3 clusters Score -1690590 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1690626.000000 Penalty: 3161.155029
	Iteration 18Q: 3 clusters Score -1690626 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1690661.500000 Penalty: 3161.155029
	Iteration 19Q: 3 clusters Score -1690662 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1690702.375000 Penalty: 3161.155029
	Iteration 20F: 3 clusters Score -1690702 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1690757.500000 Penalty: 3161.155029
	Iteration 21Q: 3 clusters Score -1690758 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1690799.625000 Penalty: 3161.155029
	Iteration 22Q: 3 clusters Score -1690800 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1690849.125000 Penalty: 3161.155029
	Iteration 23Q: 3 clusters Score -1690849 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1690907.375000 Penalty: 3161.155029
	Iteration 24Q: 3 clusters Score -1690907 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1690946.625000 Penalty: 3161.155029
	Iteration 25Q: 3 clusters Score -1690947 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1690978.500000 Penalty: 3161.155029
	Iteration 26Q: 3 clusters Score -1690978 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1691004.625000 Penalty: 3161.155029
	Iteration 27Q: 3 clusters Score -1691005 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1691032.500000 Penalty: 3161.155029
	Iteration 28Q: 3 clusters Score -1691032 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1691058.500000 Penalty: 3161.155029
	Iteration 29Q: 3 clusters Score -1691058 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1691088.000000 Penalty: 3161.155029
	Iteration 30Q: 3 clusters Score -1691088 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1691108.250000 Penalty: 3161.155029
	Iteration 31Q: 3 clusters Score -1691108 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1691139.000000 Penalty: 3161.155029
	Iteration 32Q: 3 clusters Score -1691139 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1691174.250000 Penalty: 3161.155029
	Iteration 33Q: 3 clusters Score -1691174 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1691205.625000 Penalty: 3161.155029
	Iteration 34Q: 3 clusters Score -1691206 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1691241.000000 Penalty: 3161.155029
	Iteration 35Q: 3 clusters Score -1691241 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1691266.625000 Penalty: 3161.155029
	Iteration 36Q: 3 clusters Score -1691267 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1691295.250000 Penalty: 3161.155029
	Iteration 37Q: 3 clusters Score -1691295 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1691323.000000 Penalty: 3161.155029
	Iteration 38Q: 3 clusters Score -1691323 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1691345.500000 Penalty: 3161.155029
	Iteration 39Q: 3 clusters Score -1691346 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1691361.625000 Penalty: 3161.155029
	Iteration 40F: 3 clusters Score -1691362 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1691381.250000 Penalty: 3161.155029
	Iteration 41Q: 3 clusters Score -1691381 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1691403.000000 Penalty: 3161.155029
	Iteration 42Q: 3 clusters Score -1691403 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1691423.625000 Penalty: 3161.155029
	Iteration 43Q: 3 clusters Score -1691424 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1691444.750000 Penalty: 3161.155029
	Iteration 44Q: 3 clusters Score -1691445 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1691459.250000 Penalty: 3161.155029
	Iteration 45Q: 3 clusters Score -1691459 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1691477.375000 Penalty: 3161.155029
	Iteration 46Q: 3 clusters Score -1691477 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1691491.750000 Penalty: 3161.155029
	Iteration 47Q: 3 clusters Score -1691492 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1691502.250000 Penalty: 3161.155029
	Iteration 48Q: 3 clusters Score -1691502 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1691506.375000 Penalty: 3161.155029
	Iteration 49Q: 3 clusters Score -1691506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1691514.375000 Penalty: 3161.155029
	Iteration 50Q: 3 clusters Score -1691514 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1691523.625000 Penalty: 3161.155029
	Iteration 51Q: 3 clusters Score -1691524 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1691529.250000 Penalty: 3161.155029
	Iteration 52Q: 3 clusters Score -1691529 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1691543.500000 Penalty: 3161.155029
	Iteration 53Q: 3 clusters Score -1691544 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1691547.250000 Penalty: 3161.155029
	Iteration 54Q: 3 clusters Score -1691547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1691552.625000 Penalty: 3161.155029
	Iteration 55Q: 3 clusters Score -1691553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1691556.000000 Penalty: 3161.155029
	Iteration 56Q: 3 clusters Score -1691556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1691563.875000 Penalty: 3161.155029
	Iteration 57Q: 3 clusters Score -1691564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1691564.000000 Penalty: 3161.155029
	Iteration 58Q: 3 clusters Score -1691564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1691566.125000 Penalty: 3161.155029
	Iteration 59Q: 3 clusters Score -1691566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1691573.625000 Penalty: 3161.155029
	Iteration 60F: 3 clusters Score -1691574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1691583.500000 Penalty: 3161.155029
	Iteration 61Q: 3 clusters Score -1691584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1691589.125000 Penalty: 3161.155029
	Iteration 62Q: 3 clusters Score -1691589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1691590.750000 Penalty: 3161.155029
	Iteration 63Q: 3 clusters Score -1691591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1691592.750000 Penalty: 3161.155029
	Iteration 64Q: 3 clusters Score -1691593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1691597.500000 Penalty: 3161.155029
	Iteration 65Q: 3 clusters Score -1691598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1691598.500000 Penalty: 3161.155029
	Iteration 66Q: 3 clusters Score -1691598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1691597.375000 Penalty: 3161.155029
	Iteration 67Q: 3 clusters Score -1691597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1691600.875000 Penalty: 3161.155029
	Iteration 68Q: 3 clusters Score -1691601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1691603.500000 Penalty: 3161.155029
	Iteration 69Q: 3 clusters Score -1691604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1691603.500000 Penalty: 3161.155029
	Iteration 70Q: 3 clusters Score -1691604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1691614.625000 Penalty: 3161.155029
	Iteration 71Q: 3 clusters Score -1691615 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1691624.250000 Penalty: 3161.155029
	Iteration 72Q: 3 clusters Score -1691624 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1691633.750000 Penalty: 3161.155029
	Iteration 73Q: 3 clusters Score -1691634 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1691653.625000 Penalty: 3161.155029
	Iteration 74Q: 3 clusters Score -1691654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1691665.000000 Penalty: 3161.155029
	Iteration 75Q: 3 clusters Score -1691665 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1691682.750000 Penalty: 3161.155029
	Iteration 76Q: 3 clusters Score -1691683 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1691700.375000 Penalty: 3161.155029
	Iteration 77Q: 3 clusters Score -1691700 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1691714.000000 Penalty: 3161.155029
	Iteration 78Q: 3 clusters Score -1691714 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1691728.250000 Penalty: 3161.155029
	Iteration 79Q: 3 clusters Score -1691728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1691742.375000 Penalty: 3161.155029
	Iteration 80F: 3 clusters Score -1691742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1691752.750000 Penalty: 3161.155029
	Iteration 81Q: 3 clusters Score -1691753 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1691772.125000 Penalty: 3161.155029
	Iteration 82Q: 3 clusters Score -1691772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1691783.750000 Penalty: 3161.155029
	Iteration 83Q: 3 clusters Score -1691784 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1691801.000000 Penalty: 3161.155029
	Iteration 84Q: 3 clusters Score -1691801 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1691811.500000 Penalty: 3161.155029
	Iteration 85Q: 3 clusters Score -1691812 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1691821.250000 Penalty: 3161.155029
	Iteration 86Q: 3 clusters Score -1691821 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1691828.250000 Penalty: 3161.155029
	Iteration 87Q: 3 clusters Score -1691828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1691826.125000 Penalty: 3161.155029
	Iteration 88Q: 3 clusters Score -1691826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1691834.375000 Penalty: 3161.155029
	Iteration 89Q: 3 clusters Score -1691834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1691838.000000 Penalty: 3161.155029
	Iteration 90Q: 3 clusters Score -1691838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1691838.125000 Penalty: 3161.155029
	Iteration 91Q: 3 clusters Score -1691838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1691839.500000 Penalty: 3161.155029
	Iteration 92Q: 3 clusters Score -1691840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1691841.000000 Penalty: 3161.155029
	Iteration 93Q: 3 clusters Score -1691841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1691842.750000 Penalty: 3161.155029
	Iteration 94Q: 3 clusters Score -1691843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1691841.500000 Penalty: 3161.155029
	Iteration 95Q: 3 clusters Score -1691842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1691839.250000 Penalty: 3161.155029
	Iteration 96Q: 3 clusters Score -1691839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1691840.875000 Penalty: 3161.155029
	Iteration 97Q: 3 clusters Score -1691841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1691851.000000 Penalty: 3161.155029
	Iteration 98Q: 3 clusters Score -1691851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1691855.875000 Penalty: 3161.155029
	Iteration 99Q: 3 clusters Score -1691856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1691858.250000 Penalty: 3161.155029
	Iteration 100F: 3 clusters Score -1691858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1691862.875000 Penalty: 3161.155029
	Iteration 101Q: 3 clusters Score -1691863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1691859.000000 Penalty: 3161.155029
	Iteration 102Q: 3 clusters Score -1691859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1691862.750000 Penalty: 3161.155029
	Iteration 103Q: 3 clusters Score -1691863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1691862.875000 Penalty: 3161.155029
	Iteration 104Q: 3 clusters Score -1691863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1691862.000000 Penalty: 3161.155029
	Iteration 105Q: 3 clusters Score -1691862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1691862.500000 Penalty: 3161.155029
	Iteration 106Q: 3 clusters Score -1691862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1691862.500000 Penalty: 3161.155029
	Iteration 107F: 3 clusters Score -1691862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Entering Unmasked Estep 
Score: -2487716.750000 Penalty: 1637.180786
	Iteration 0F: 2 clusters Score -2487717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2471549.000000 Penalty: 3274.361572
	Iteration 0F: 3 clusters Score -2471549 nChanged 10802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2477411.750000 Penalty: 3274.361572
	Iteration 1F: 3 clusters Score -2477412 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2477776.250000 Penalty: 3274.361572
	Iteration 2Q: 3 clusters Score -2477776 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2478070.750000 Penalty: 3274.361572
	Iteration 3Q: 3 clusters Score -2478071 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2478383.250000 Penalty: 3274.361572
	Iteration 4Q: 3 clusters Score -2478383 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2478804.750000 Penalty: 3274.361572
	Iteration 5Q: 3 clusters Score -2478805 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2479425.750000 Penalty: 3274.361572
	Iteration 6Q: 3 clusters Score -2479426 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2480282.000000 Penalty: 3274.361572
	Iteration 7F: 3 clusters Score -2480282 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2481375.500000 Penalty: 3274.361572
	Iteration 8F: 3 clusters Score -2481376 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2482536.000000 Penalty: 3274.361572
	Iteration 9F: 3 clusters Score -2482536 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2483539.250000 Penalty: 3274.361572
	Iteration 10F: 3 clusters Score -2483539 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2484197.500000 Penalty: 3274.361572
	Iteration 11Q: 3 clusters Score -2484198 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2484653.500000 Penalty: 3274.361572
	Iteration 12Q: 3 clusters Score -2484654 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -2484988.750000 Penalty: 3274.361572
	Iteration 13Q: 3 clusters Score -2484989 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2485255.500000 Penalty: 3274.361572
	Iteration 14Q: 3 clusters Score -2485256 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2485468.250000 Penalty: 3274.361572
	Iteration 15Q: 3 clusters Score -2485468 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -2485627.000000 Penalty: 3274.361572
	Iteration 16Q: 3 clusters Score -2485627 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -2485766.250000 Penalty: 3274.361572
	Iteration 17Q: 3 clusters Score -2485766 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -2485876.250000 Penalty: 3274.361572
	Iteration 18Q: 3 clusters Score -2485876 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -2485954.000000 Penalty: 3274.361572
	Iteration 19Q: 3 clusters Score -2485954 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -2486017.750000 Penalty: 3274.361572
	Iteration 20F: 3 clusters Score -2486018 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -2486067.250000 Penalty: 3274.361572
	Iteration 21Q: 3 clusters Score -2486067 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -2486115.750000 Penalty: 3274.361572
	Iteration 22Q: 3 clusters Score -2486116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -2486141.250000 Penalty: 3274.361572
	Iteration 23Q: 3 clusters Score -2486141 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -2486159.250000 Penalty: 3274.361572
	Iteration 24Q: 3 clusters Score -2486159 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -2486182.500000 Penalty: 3274.361572
	Iteration 25Q: 3 clusters Score -2486182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -2486206.500000 Penalty: 3274.361572
	Iteration 26Q: 3 clusters Score -2486206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -2486215.250000 Penalty: 3274.361572
	Iteration 27Q: 3 clusters Score -2486215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2486226.500000 Penalty: 3274.361572
	Iteration 28Q: 3 clusters Score -2486226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -2486241.250000 Penalty: 3274.361572
	Iteration 29Q: 3 clusters Score -2486241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2486244.250000 Penalty: 3274.361572
	Iteration 30Q: 3 clusters Score -2486244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -2486251.750000 Penalty: 3274.361572
	Iteration 31Q: 3 clusters Score -2486252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -2486260.250000 Penalty: 3274.361572
	Iteration 32Q: 3 clusters Score -2486260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -2486265.750000 Penalty: 3274.361572
	Iteration 33Q: 3 clusters Score -2486266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -2486272.000000 Penalty: 3274.361572
	Iteration 34Q: 3 clusters Score -2486272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -2486286.000000 Penalty: 3274.361572
	Iteration 35Q: 3 clusters Score -2486286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -2486288.750000 Penalty: 3274.361572
	Iteration 36Q: 3 clusters Score -2486289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -2486291.500000 Penalty: 3274.361572
	Iteration 37Q: 3 clusters Score -2486292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -2486291.500000 Penalty: 3274.361572
	Iteration 38F: 3 clusters Score -2486292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Entering Unmasked Estep 
Score: -1381369.750000 Penalty: 1548.417236
	Iteration 0F: 2 clusters Score -1381370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1371863.625000 Penalty: 3096.834473
	Iteration 0F: 3 clusters Score -1371864 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1375011.875000 Penalty: 3096.834473
	Iteration 1F: 3 clusters Score -1375012 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1375216.125000 Penalty: 3096.834473
	Iteration 2Q: 3 clusters Score -1375216 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1375363.750000 Penalty: 3096.834473
	Iteration 3Q: 3 clusters Score -1375364 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1375513.750000 Penalty: 3096.834473
	Iteration 4Q: 3 clusters Score -1375514 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1375684.875000 Penalty: 3096.834473
	Iteration 5Q: 3 clusters Score -1375685 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1375902.625000 Penalty: 3096.834473
	Iteration 6Q: 3 clusters Score -1375903 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1376232.875000 Penalty: 3096.834473
	Iteration 7Q: 3 clusters Score -1376233 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1376654.250000 Penalty: 3096.834473
	Iteration 8F: 3 clusters Score -1376654 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1377216.875000 Penalty: 3096.834473
	Iteration 9F: 3 clusters Score -1377217 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1377915.750000 Penalty: 3096.834473
	Iteration 10F: 3 clusters Score -1377916 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1378603.750000 Penalty: 3096.834473
	Iteration 11F: 3 clusters Score -1378604 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1379204.250000 Penalty: 3096.834473
	Iteration 12Q: 3 clusters Score -1379204 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1379565.125000 Penalty: 3096.834473
	Iteration 13Q: 3 clusters Score -1379565 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1379734.875000 Penalty: 3096.834473
	Iteration 14Q: 3 clusters Score -1379735 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1379852.250000 Penalty: 3096.834473
	Iteration 15Q: 3 clusters Score -1379852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1379914.500000 Penalty: 3096.834473
	Iteration 16Q: 3 clusters Score -1379914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1379950.500000 Penalty: 3096.834473
	Iteration 17Q: 3 clusters Score -1379950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1379959.250000 Penalty: 3096.834473
	Iteration 18Q: 3 clusters Score -1379959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1379975.500000 Penalty: 3096.834473
	Iteration 19Q: 3 clusters Score -1379976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1379985.125000 Penalty: 3096.834473
	Iteration 20F: 3 clusters Score -1379985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1379993.000000 Penalty: 3096.834473
	Iteration 21Q: 3 clusters Score -1379993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1379996.500000 Penalty: 3096.834473
	Iteration 22Q: 3 clusters Score -1379996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1380000.375000 Penalty: 3096.834473
	Iteration 23Q: 3 clusters Score -1380000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1380006.125000 Penalty: 3096.834473
	Iteration 24Q: 3 clusters Score -1380006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1380009.250000 Penalty: 3096.834473
	Iteration 25Q: 3 clusters Score -1380009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1380009.125000 Penalty: 3096.834473
	Iteration 26Q: 3 clusters Score -1380009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1380013.500000 Penalty: 3096.834473
	Iteration 27Q: 3 clusters Score -1380014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1380018.875000 Penalty: 3096.834473
	Iteration 28Q: 3 clusters Score -1380019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1380023.375000 Penalty: 3096.834473
	Iteration 29Q: 3 clusters Score -1380023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1380023.500000 Penalty: 3096.834473
	Iteration 30Q: 3 clusters Score -1380024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1380026.750000 Penalty: 3096.834473
	Iteration 31Q: 3 clusters Score -1380027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1380028.125000 Penalty: 3096.834473
	Iteration 32Q: 3 clusters Score -1380028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1380028.125000 Penalty: 3096.834473
	Iteration 33F: 3 clusters Score -1380028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -212748.375000 Penalty: 1265.516968
	Iteration 0F: 2 clusters Score -212748.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -210402.328125 Penalty: 2531.033936
	Iteration 0F: 3 clusters Score -210402.3 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -211003.703125 Penalty: 2531.033936
	Iteration 1F: 3 clusters Score -211003.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -211156.593750 Penalty: 2531.033936
	Iteration 2F: 3 clusters Score -211156.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -211293.546875 Penalty: 2531.033936
	Iteration 3F: 3 clusters Score -211293.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -211435.437500 Penalty: 2531.033936
	Iteration 4F: 3 clusters Score -211435.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -211531.390625 Penalty: 2531.033936
	Iteration 5F: 3 clusters Score -211531.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -211596.000000 Penalty: 2531.033936
	Iteration 6Q: 3 clusters Score -211596 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -211647.593750 Penalty: 2531.033936
	Iteration 7Q: 3 clusters Score -211647.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -211682.609375 Penalty: 2531.033936
	Iteration 8Q: 3 clusters Score -211682.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -211705.750000 Penalty: 2531.033936
	Iteration 9Q: 3 clusters Score -211705.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -211724.625000 Penalty: 2531.033936
	Iteration 10Q: 3 clusters Score -211724.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -211739.906250 Penalty: 2531.033936
	Iteration 11Q: 3 clusters Score -211739.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -211751.687500 Penalty: 2531.033936
	Iteration 12Q: 3 clusters Score -211751.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -211762.578125 Penalty: 2531.033936
	Iteration 13Q: 3 clusters Score -211762.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -211768.703125 Penalty: 2531.033936
	Iteration 14Q: 3 clusters Score -211768.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -211773.046875 Penalty: 2531.033936
	Iteration 15Q: 3 clusters Score -211773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -211776.906250 Penalty: 2531.033936
	Iteration 16Q: 3 clusters Score -211776.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -211780.593750 Penalty: 2531.033936
	Iteration 17Q: 3 clusters Score -211780.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -211783.437500 Penalty: 2531.033936
	Iteration 18Q: 3 clusters Score -211783.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -211788.375000 Penalty: 2531.033936
	Iteration 19Q: 3 clusters Score -211788.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -211792.234375 Penalty: 2531.033936
	Iteration 20F: 3 clusters Score -211792.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -211796.125000 Penalty: 2531.033936
	Iteration 21Q: 3 clusters Score -211796.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -211800.281250 Penalty: 2531.033936
	Iteration 22Q: 3 clusters Score -211800.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -211802.796875 Penalty: 2531.033936
	Iteration 23Q: 3 clusters Score -211802.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -211807.578125 Penalty: 2531.033936
	Iteration 24Q: 3 clusters Score -211807.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -211809.640625 Penalty: 2531.033936
	Iteration 25Q: 3 clusters Score -211809.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -211811.859375 Penalty: 2531.033936
	Iteration 26Q: 3 clusters Score -211811.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -211813.890625 Penalty: 2531.033936
	Iteration 27Q: 3 clusters Score -211813.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -211816.312500 Penalty: 2531.033936
	Iteration 28Q: 3 clusters Score -211816.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -211820.250000 Penalty: 2531.033936
	Iteration 29Q: 3 clusters Score -211820.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -211820.593750 Penalty: 2531.033936
	Iteration 30Q: 3 clusters Score -211820.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -211821.468750 Penalty: 2531.033936
	Iteration 31Q: 3 clusters Score -211821.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -211821.468750 Penalty: 2531.033936
	Iteration 32F: 3 clusters Score -211821.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (140780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140780 members 
Entering Unmasked Estep 
Score: -14494812.000000 Penalty: 1926.429932
	Iteration 0F: 2 clusters Score -1.449481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70212 members 
Mstep: Class 2 contains 70568 members 
Entering Unmasked Estep 
Score: -14402941.000000 Penalty: 3852.859863
	Iteration 0F: 3 clusters Score -1.440294e+07 nChanged 68023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66251 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -14443009.000000 Penalty: 3852.859863
	Iteration 1F: 3 clusters Score -1.444301e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63640 members 
Mstep: Class 2 contains 77140 members 
Entering Unmasked Estep 
Score: -14444081.000000 Penalty: 3852.859863
	Iteration 2Q: 3 clusters Score -1.444408e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 81111 members 
Entering Unmasked Estep 
Score: -14445904.000000 Penalty: 3852.859863
	Iteration 3Q: 3 clusters Score -1.44459e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 87062 members 
Entering Unmasked Estep 
Score: -14448927.000000 Penalty: 3852.859863
	Iteration 4Q: 3 clusters Score -1.444893e+07 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 95493 members 
Entering Unmasked Estep 
Score: -14454019.000000 Penalty: 3852.859863
	Iteration 5F: 3 clusters Score -1.445402e+07 nChanged 10978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 106169 members 
Entering Unmasked Estep 
Score: -14461474.000000 Penalty: 3852.859863
	Iteration 6F: 3 clusters Score -1.446147e+07 nChanged 11928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 118003 members 
Entering Unmasked Estep 
Score: -14471666.000000 Penalty: 3852.859863
	Iteration 7F: 3 clusters Score -1.447167e+07 nChanged 10750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 128737 members 
Entering Unmasked Estep 
Score: -14481867.000000 Penalty: 3852.859863
	Iteration 8F: 3 clusters Score -1.448187e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 135838 members 
Entering Unmasked Estep 
Score: -14488740.000000 Penalty: 3852.859863
	Iteration 9F: 3 clusters Score -1.448874e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 139113 members 
Entering Unmasked Estep 
Score: -14491841.000000 Penalty: 3852.859863
	Iteration 10Q: 3 clusters Score -1.449184e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 140205 members 
Entering Unmasked Estep 
Score: -14492716.000000 Penalty: 3852.859863
	Iteration 11Q: 3 clusters Score -1.449272e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 140497 members 
Entering Unmasked Estep 
Score: -14492956.000000 Penalty: 3852.859863
	Iteration 12Q: 3 clusters Score -1.449296e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 140569 members 
Entering Unmasked Estep 
Score: -14493016.000000 Penalty: 3852.859863
	Iteration 13Q: 3 clusters Score -1.449302e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 140596 members 
Entering Unmasked Estep 
Score: -14493066.000000 Penalty: 3852.859863
	Iteration 14Q: 3 clusters Score -1.449307e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 140609 members 
Entering Unmasked Estep 
Score: -14493114.000000 Penalty: 3852.859863
	Iteration 15Q: 3 clusters Score -1.449311e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 140613 members 
Entering Unmasked Estep 
Score: -14493131.000000 Penalty: 3852.859863
	Iteration 16Q: 3 clusters Score -1.449313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 140619 members 
Entering Unmasked Estep 
Score: -14493158.000000 Penalty: 3852.859863
	Iteration 17Q: 3 clusters Score -1.449316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 140619 members 
Entering Unmasked Estep 
Score: -14493166.000000 Penalty: 3852.859863
	Iteration 18Q: 3 clusters Score -1.449317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 140621 members 
Entering Unmasked Estep 
Score: -14493161.000000 Penalty: 3852.859863
	Iteration 19Q: 3 clusters Score -1.449316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 140622 members 
Entering Unmasked Estep 
Score: -14493171.000000 Penalty: 3852.859863
	Iteration 20F: 3 clusters Score -1.449317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (149071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149071 members 
Entering Unmasked Estep 
Score: -15149790.000000 Penalty: 1935.728882
	Iteration 0F: 2 clusters Score -1.514979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74649 members 
Mstep: Class 2 contains 74422 members 
Entering Unmasked Estep 
Score: -15050701.000000 Penalty: 3871.457764
	Iteration 0F: 3 clusters Score -1.50507e+07 nChanged 71702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78269 members 
Mstep: Class 2 contains 70802 members 
Entering Unmasked Estep 
Score: -15093116.000000 Penalty: 3871.457764
	Iteration 1F: 3 clusters Score -1.509312e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80440 members 
Mstep: Class 2 contains 68631 members 
Entering Unmasked Estep 
Score: -15094498.000000 Penalty: 3871.457764
	Iteration 2Q: 3 clusters Score -1.50945e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83722 members 
Mstep: Class 2 contains 65349 members 
Entering Unmasked Estep 
Score: -15096383.000000 Penalty: 3871.457764
	Iteration 3Q: 3 clusters Score -1.509638e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88521 members 
Mstep: Class 2 contains 60550 members 
Entering Unmasked Estep 
Score: -15099383.000000 Penalty: 3871.457764
	Iteration 4Q: 3 clusters Score -1.509938e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95007 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -15104371.000000 Penalty: 3871.457764
	Iteration 5F: 3 clusters Score -1.510437e+07 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103094 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -15111448.000000 Penalty: 3871.457764
	Iteration 6F: 3 clusters Score -1.511145e+07 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111955 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -15119967.000000 Penalty: 3871.457764
	Iteration 7F: 3 clusters Score -1.511997e+07 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120301 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -15128363.000000 Penalty: 3871.457764
	Iteration 8F: 3 clusters Score -1.512836e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126694 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -15134716.000000 Penalty: 3871.457764
	Iteration 9Q: 3 clusters Score -1.513472e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131184 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -15138721.000000 Penalty: 3871.457764
	Iteration 10Q: 3 clusters Score -1.513872e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134322 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -15141034.000000 Penalty: 3871.457764
	Iteration 11Q: 3 clusters Score -1.514103e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136828 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -15142617.000000 Penalty: 3871.457764
	Iteration 12Q: 3 clusters Score -1.514262e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139002 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -15143795.000000 Penalty: 3871.457764
	Iteration 13Q: 3 clusters Score -1.51438e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140772 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -15144773.000000 Penalty: 3871.457764
	Iteration 14Q: 3 clusters Score -1.514477e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142290 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -15145638.000000 Penalty: 3871.457764
	Iteration 15Q: 3 clusters Score -1.514564e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143552 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -15146260.000000 Penalty: 3871.457764
	Iteration 16Q: 3 clusters Score -1.514626e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144606 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -15146735.000000 Penalty: 3871.457764
	Iteration 17Q: 3 clusters Score -1.514674e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145446 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -15147138.000000 Penalty: 3871.457764
	Iteration 18Q: 3 clusters Score -1.514714e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146120 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -15147417.000000 Penalty: 3871.457764
	Iteration 19Q: 3 clusters Score -1.514742e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146665 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -15147672.000000 Penalty: 3871.457764
	Iteration 20F: 3 clusters Score -1.514767e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147098 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -15147875.000000 Penalty: 3871.457764
	Iteration 21Q: 3 clusters Score -1.514788e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147438 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -15148013.000000 Penalty: 3871.457764
	Iteration 22Q: 3 clusters Score -1.514801e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147665 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -15148069.000000 Penalty: 3871.457764
	Iteration 23Q: 3 clusters Score -1.514807e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147830 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -15148149.000000 Penalty: 3871.457764
	Iteration 24Q: 3 clusters Score -1.514815e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147952 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -15148179.000000 Penalty: 3871.457764
	Iteration 25Q: 3 clusters Score -1.514818e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148050 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -15148226.000000 Penalty: 3871.457764
	Iteration 26Q: 3 clusters Score -1.514823e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148120 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -15148255.000000 Penalty: 3871.457764
	Iteration 27Q: 3 clusters Score -1.514826e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148164 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -15148254.000000 Penalty: 3871.457764
	Iteration 28Q: 3 clusters Score -1.514825e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148207 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -15148252.000000 Penalty: 3871.457764
	Iteration 29Q: 3 clusters Score -1.514825e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148237 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -15148253.000000 Penalty: 3871.457764
	Iteration 30Q: 3 clusters Score -1.514825e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148266 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -15148251.000000 Penalty: 3871.457764
	Iteration 31Q: 3 clusters Score -1.514825e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148301 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -15148293.000000 Penalty: 3871.457764
	Iteration 32Q: 3 clusters Score -1.514829e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148330 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -15148284.000000 Penalty: 3871.457764
	Iteration 33Q: 3 clusters Score -1.514828e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148357 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -15148298.000000 Penalty: 3871.457764
	Iteration 34Q: 3 clusters Score -1.51483e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148383 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -15148282.000000 Penalty: 3871.457764
	Iteration 35Q: 3 clusters Score -1.514828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148398 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -15148301.000000 Penalty: 3871.457764
	Iteration 36Q: 3 clusters Score -1.51483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148406 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -15148310.000000 Penalty: 3871.457764
	Iteration 37Q: 3 clusters Score -1.514831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148411 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -15148299.000000 Penalty: 3871.457764
	Iteration 38Q: 3 clusters Score -1.51483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148417 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -15148310.000000 Penalty: 3871.457764
	Iteration 39Q: 3 clusters Score -1.514831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148429 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -15148315.000000 Penalty: 3871.457764
	Iteration 40F: 3 clusters Score -1.514832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148441 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -15148311.000000 Penalty: 3871.457764
	Iteration 41Q: 3 clusters Score -1.514831e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148455 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -15148333.000000 Penalty: 3871.457764
	Iteration 42Q: 3 clusters Score -1.514833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148462 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -15148323.000000 Penalty: 3871.457764
	Iteration 43Q: 3 clusters Score -1.514832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148465 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -15148320.000000 Penalty: 3871.457764
	Iteration 44Q: 3 clusters Score -1.514832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148470 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -15148330.000000 Penalty: 3871.457764
	Iteration 45Q: 3 clusters Score -1.514833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148476 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -15148322.000000 Penalty: 3871.457764
	Iteration 46Q: 3 clusters Score -1.514832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148479 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -15148318.000000 Penalty: 3871.457764
	Iteration 47Q: 3 clusters Score -1.514832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148480 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -15148328.000000 Penalty: 3871.457764
	Iteration 48Q: 3 clusters Score -1.514833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148481 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -15148319.000000 Penalty: 3871.457764
	Iteration 49Q: 3 clusters Score -1.514832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148482 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -15148324.000000 Penalty: 3871.457764
	Iteration 50Q: 3 clusters Score -1.514832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148485 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -15148326.000000 Penalty: 3871.457764
	Iteration 51Q: 3 clusters Score -1.514833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148488 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -15148320.000000 Penalty: 3871.457764
	Iteration 52Q: 3 clusters Score -1.514832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148491 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -15148322.000000 Penalty: 3871.457764
	Iteration 53Q: 3 clusters Score -1.514832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148494 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -15148320.000000 Penalty: 3871.457764
	Iteration 54Q: 3 clusters Score -1.514832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148494 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -15148320.000000 Penalty: 3871.457764
	Iteration 55F: 3 clusters Score -1.514832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (161901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161901 members 
Entering Unmasked Estep 
Score: -16316841.000000 Penalty: 1949.145386
	Iteration 0F: 2 clusters Score -1.631684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80848 members 
Mstep: Class 2 contains 81053 members 
Entering Unmasked Estep 
Score: -16210604.000000 Penalty: 3898.290771
	Iteration 0F: 3 clusters Score -1.62106e+07 nChanged 78395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 81252 members 
Entering Unmasked Estep 
Score: -16257483.000000 Penalty: 3898.290771
	Iteration 1F: 3 clusters Score -1.625748e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80979 members 
Mstep: Class 2 contains 80922 members 
Entering Unmasked Estep 
Score: -16259248.000000 Penalty: 3898.290771
	Iteration 2Q: 3 clusters Score -1.625925e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81671 members 
Mstep: Class 2 contains 80230 members 
Entering Unmasked Estep 
Score: -16261777.000000 Penalty: 3898.290771
	Iteration 3Q: 3 clusters Score -1.626178e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82699 members 
Mstep: Class 2 contains 79202 members 
Entering Unmasked Estep 
Score: -16265687.000000 Penalty: 3898.290771
	Iteration 4F: 3 clusters Score -1.626569e+07 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84005 members 
Mstep: Class 2 contains 77896 members 
Entering Unmasked Estep 
Score: -16272004.000000 Penalty: 3898.290771
	Iteration 5F: 3 clusters Score -1.6272e+07 nChanged 11023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85598 members 
Mstep: Class 2 contains 76303 members 
Entering Unmasked Estep 
Score: -16280092.000000 Penalty: 3898.290771
	Iteration 6F: 3 clusters Score -1.628009e+07 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87263 members 
Mstep: Class 2 contains 74638 members 
Entering Unmasked Estep 
Score: -16288956.000000 Penalty: 3898.290771
	Iteration 7F: 3 clusters Score -1.628896e+07 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88772 members 
Mstep: Class 2 contains 73129 members 
Entering Unmasked Estep 
Score: -16295761.000000 Penalty: 3898.290771
	Iteration 8F: 3 clusters Score -1.629576e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90146 members 
Mstep: Class 2 contains 71755 members 
Entering Unmasked Estep 
Score: -16299188.000000 Penalty: 3898.290771
	Iteration 9Q: 3 clusters Score -1.629919e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91335 members 
Mstep: Class 2 contains 70566 members 
Entering Unmasked Estep 
Score: -16300581.000000 Penalty: 3898.290771
	Iteration 10Q: 3 clusters Score -1.630058e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92378 members 
Mstep: Class 2 contains 69523 members 
Entering Unmasked Estep 
Score: -16301154.000000 Penalty: 3898.290771
	Iteration 11Q: 3 clusters Score -1.630115e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93401 members 
Mstep: Class 2 contains 68500 members 
Entering Unmasked Estep 
Score: -16301617.000000 Penalty: 3898.290771
	Iteration 12Q: 3 clusters Score -1.630162e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94381 members 
Mstep: Class 2 contains 67520 members 
Entering Unmasked Estep 
Score: -16302131.000000 Penalty: 3898.290771
	Iteration 13Q: 3 clusters Score -1.630213e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95294 members 
Mstep: Class 2 contains 66607 members 
Entering Unmasked Estep 
Score: -16302431.000000 Penalty: 3898.290771
	Iteration 14Q: 3 clusters Score -1.630243e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96237 members 
Mstep: Class 2 contains 65664 members 
Entering Unmasked Estep 
Score: -16302716.000000 Penalty: 3898.290771
	Iteration 15Q: 3 clusters Score -1.630272e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97216 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -16303056.000000 Penalty: 3898.290771
	Iteration 16Q: 3 clusters Score -1.630306e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98146 members 
Mstep: Class 2 contains 63755 members 
Entering Unmasked Estep 
Score: -16303297.000000 Penalty: 3898.290771
	Iteration 17Q: 3 clusters Score -1.63033e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99115 members 
Mstep: Class 2 contains 62786 members 
Entering Unmasked Estep 
Score: -16303583.000000 Penalty: 3898.290771
	Iteration 18Q: 3 clusters Score -1.630358e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100074 members 
Mstep: Class 2 contains 61827 members 
Entering Unmasked Estep 
Score: -16303872.000000 Penalty: 3898.290771
	Iteration 19Q: 3 clusters Score -1.630387e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101079 members 
Mstep: Class 2 contains 60822 members 
Entering Unmasked Estep 
Score: -16304171.000000 Penalty: 3898.290771
	Iteration 20F: 3 clusters Score -1.630417e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102139 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -16304520.000000 Penalty: 3898.290771
	Iteration 21Q: 3 clusters Score -1.630452e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103148 members 
Mstep: Class 2 contains 58753 members 
Entering Unmasked Estep 
Score: -16304817.000000 Penalty: 3898.290771
	Iteration 22Q: 3 clusters Score -1.630482e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104199 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -16305058.000000 Penalty: 3898.290771
	Iteration 23Q: 3 clusters Score -1.630506e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105335 members 
Mstep: Class 2 contains 56566 members 
Entering Unmasked Estep 
Score: -16305354.000000 Penalty: 3898.290771
	Iteration 24Q: 3 clusters Score -1.630535e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106545 members 
Mstep: Class 2 contains 55356 members 
Entering Unmasked Estep 
Score: -16305629.000000 Penalty: 3898.290771
	Iteration 25Q: 3 clusters Score -1.630563e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107636 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -16305974.000000 Penalty: 3898.290771
	Iteration 26Q: 3 clusters Score -1.630597e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108788 members 
Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -16306144.000000 Penalty: 3898.290771
	Iteration 27Q: 3 clusters Score -1.630614e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109922 members 
Mstep: Class 2 contains 51979 members 
Entering Unmasked Estep 
Score: -16306381.000000 Penalty: 3898.290771
	Iteration 28Q: 3 clusters Score -1.630638e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111101 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -16306694.000000 Penalty: 3898.290771
	Iteration 29Q: 3 clusters Score -1.630669e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112269 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -16307093.000000 Penalty: 3898.290771
	Iteration 30Q: 3 clusters Score -1.630709e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113466 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -16307409.000000 Penalty: 3898.290771
	Iteration 31Q: 3 clusters Score -1.630741e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114655 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -16307782.000000 Penalty: 3898.290771
	Iteration 32Q: 3 clusters Score -1.630778e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115858 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -16308133.000000 Penalty: 3898.290771
	Iteration 33Q: 3 clusters Score -1.630813e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117061 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -16308495.000000 Penalty: 3898.290771
	Iteration 34Q: 3 clusters Score -1.63085e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118287 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -16308862.000000 Penalty: 3898.290771
	Iteration 35Q: 3 clusters Score -1.630886e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119544 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -16309139.000000 Penalty: 3898.290771
	Iteration 36Q: 3 clusters Score -1.630914e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120743 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -16309562.000000 Penalty: 3898.290771
	Iteration 37Q: 3 clusters Score -1.630956e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121898 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -16309876.000000 Penalty: 3898.290771
	Iteration 38Q: 3 clusters Score -1.630988e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123002 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -16310159.000000 Penalty: 3898.290771
	Iteration 39Q: 3 clusters Score -1.631016e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124072 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -16310567.000000 Penalty: 3898.290771
	Iteration 40F: 3 clusters Score -1.631057e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125143 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -16310827.000000 Penalty: 3898.290771
	Iteration 41Q: 3 clusters Score -1.631083e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126201 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -16311112.000000 Penalty: 3898.290771
	Iteration 42Q: 3 clusters Score -1.631111e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127216 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -16311339.000000 Penalty: 3898.290771
	Iteration 43Q: 3 clusters Score -1.631134e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128186 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -16311673.000000 Penalty: 3898.290771
	Iteration 44Q: 3 clusters Score -1.631167e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129083 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -16311903.000000 Penalty: 3898.290771
	Iteration 45Q: 3 clusters Score -1.63119e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129963 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -16312130.000000 Penalty: 3898.290771
	Iteration 46Q: 3 clusters Score -1.631213e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130824 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -16312416.000000 Penalty: 3898.290771
	Iteration 47Q: 3 clusters Score -1.631242e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131700 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -16312599.000000 Penalty: 3898.290771
	Iteration 48Q: 3 clusters Score -1.63126e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132574 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -16312889.000000 Penalty: 3898.290771
	Iteration 49Q: 3 clusters Score -1.631289e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133352 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -16313208.000000 Penalty: 3898.290771
	Iteration 50Q: 3 clusters Score -1.631321e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134121 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -16313366.000000 Penalty: 3898.290771
	Iteration 51Q: 3 clusters Score -1.631337e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134882 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -16313567.000000 Penalty: 3898.290771
	Iteration 52Q: 3 clusters Score -1.631357e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135624 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -16313713.000000 Penalty: 3898.290771
	Iteration 53Q: 3 clusters Score -1.631371e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136348 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -16313896.000000 Penalty: 3898.290771
	Iteration 54Q: 3 clusters Score -1.63139e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137004 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -16314014.000000 Penalty: 3898.290771
	Iteration 55Q: 3 clusters Score -1.631401e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137624 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -16314174.000000 Penalty: 3898.290771
	Iteration 56Q: 3 clusters Score -1.631417e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138239 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -16314306.000000 Penalty: 3898.290771
	Iteration 57Q: 3 clusters Score -1.631431e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138805 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -16314427.000000 Penalty: 3898.290771
	Iteration 58Q: 3 clusters Score -1.631443e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139369 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -16314629.000000 Penalty: 3898.290771
	Iteration 59Q: 3 clusters Score -1.631463e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139912 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -16314709.000000 Penalty: 3898.290771
	Iteration 60F: 3 clusters Score -1.631471e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140421 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -16314878.000000 Penalty: 3898.290771
	Iteration 61Q: 3 clusters Score -1.631488e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140889 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -16314986.000000 Penalty: 3898.290771
	Iteration 62Q: 3 clusters Score -1.631499e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141337 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -16315019.000000 Penalty: 3898.290771
	Iteration 63Q: 3 clusters Score -1.631502e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141775 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -16315142.000000 Penalty: 3898.290771
	Iteration 64Q: 3 clusters Score -1.631514e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142168 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -16315211.000000 Penalty: 3898.290771
	Iteration 65Q: 3 clusters Score -1.631521e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142536 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -16315295.000000 Penalty: 3898.290771
	Iteration 66Q: 3 clusters Score -1.63153e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142886 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -16315331.000000 Penalty: 3898.290771
	Iteration 67Q: 3 clusters Score -1.631533e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143219 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -16315406.000000 Penalty: 3898.290771
	Iteration 68Q: 3 clusters Score -1.631541e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143508 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -16315472.000000 Penalty: 3898.290771
	Iteration 69Q: 3 clusters Score -1.631547e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143797 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -16315547.000000 Penalty: 3898.290771
	Iteration 70Q: 3 clusters Score -1.631555e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144069 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -16315611.000000 Penalty: 3898.290771
	Iteration 71Q: 3 clusters Score -1.631561e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144336 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -16315678.000000 Penalty: 3898.290771
	Iteration 72Q: 3 clusters Score -1.631568e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144607 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -16315732.000000 Penalty: 3898.290771
	Iteration 73Q: 3 clusters Score -1.631573e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144897 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -16315797.000000 Penalty: 3898.290771
	Iteration 74Q: 3 clusters Score -1.63158e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145214 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -16315922.000000 Penalty: 3898.290771
	Iteration 75Q: 3 clusters Score -1.631592e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145517 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -16316017.000000 Penalty: 3898.290771
	Iteration 76Q: 3 clusters Score -1.631602e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145804 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -16316054.000000 Penalty: 3898.290771
	Iteration 77Q: 3 clusters Score -1.631605e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146106 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -16316124.000000 Penalty: 3898.290771
	Iteration 78Q: 3 clusters Score -1.631612e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146415 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -16316192.000000 Penalty: 3898.290771
	Iteration 79Q: 3 clusters Score -1.631619e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146723 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -16316239.000000 Penalty: 3898.290771
	Iteration 80F: 3 clusters Score -1.631624e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147039 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -16316273.000000 Penalty: 3898.290771
	Iteration 81Q: 3 clusters Score -1.631627e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147331 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -16316345.000000 Penalty: 3898.290771
	Iteration 82Q: 3 clusters Score -1.631634e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147647 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -16316361.000000 Penalty: 3898.290771
	Iteration 83Q: 3 clusters Score -1.631636e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147981 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -16316345.000000 Penalty: 3898.290771
	Iteration 84Q: 3 clusters Score -1.631634e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148311 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -16316381.000000 Penalty: 3898.290771
	Iteration 85Q: 3 clusters Score -1.631638e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148659 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -16316440.000000 Penalty: 3898.290771
	Iteration 86Q: 3 clusters Score -1.631644e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148970 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -16316472.000000 Penalty: 3898.290771
	Iteration 87Q: 3 clusters Score -1.631647e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149268 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -16316513.000000 Penalty: 3898.290771
	Iteration 88Q: 3 clusters Score -1.631651e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149560 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -16316539.000000 Penalty: 3898.290771
	Iteration 89Q: 3 clusters Score -1.631654e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149840 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -16316531.000000 Penalty: 3898.290771
	Iteration 90Q: 3 clusters Score -1.631653e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150086 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -16316490.000000 Penalty: 3898.290771
	Iteration 91Q: 3 clusters Score -1.631649e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150328 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -16316499.000000 Penalty: 3898.290771
	Iteration 92Q: 3 clusters Score -1.63165e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150592 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -16316516.000000 Penalty: 3898.290771
	Iteration 93Q: 3 clusters Score -1.631652e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150835 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -16316542.000000 Penalty: 3898.290771
	Iteration 94Q: 3 clusters Score -1.631654e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151086 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -16316555.000000 Penalty: 3898.290771
	Iteration 95Q: 3 clusters Score -1.631656e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151314 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -16316524.000000 Penalty: 3898.290771
	Iteration 96Q: 3 clusters Score -1.631652e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151536 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -16316534.000000 Penalty: 3898.290771
	Iteration 97Q: 3 clusters Score -1.631653e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151753 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -16316508.000000 Penalty: 3898.290771
	Iteration 98Q: 3 clusters Score -1.631651e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151960 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -16316539.000000 Penalty: 3898.290771
	Iteration 99Q: 3 clusters Score -1.631654e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152173 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -16316500.000000 Penalty: 3898.290771
	Iteration 100F: 3 clusters Score -1.63165e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152376 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -16316489.000000 Penalty: 3898.290771
	Iteration 101Q: 3 clusters Score -1.631649e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152560 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -16316501.000000 Penalty: 3898.290771
	Iteration 102Q: 3 clusters Score -1.63165e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152728 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -16316469.000000 Penalty: 3898.290771
	Iteration 103Q: 3 clusters Score -1.631647e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152893 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -16316455.000000 Penalty: 3898.290771
	Iteration 104Q: 3 clusters Score -1.631646e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153065 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -16316449.000000 Penalty: 3898.290771
	Iteration 105Q: 3 clusters Score -1.631645e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153218 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -16316439.000000 Penalty: 3898.290771
	Iteration 106Q: 3 clusters Score -1.631644e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153355 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -16316402.000000 Penalty: 3898.290771
	Iteration 107Q: 3 clusters Score -1.63164e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153478 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -16316389.000000 Penalty: 3898.290771
	Iteration 108Q: 3 clusters Score -1.631639e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153602 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -16316353.000000 Penalty: 3898.290771
	Iteration 109Q: 3 clusters Score -1.631635e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153733 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -16316345.000000 Penalty: 3898.290771
	Iteration 110Q: 3 clusters Score -1.631634e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153858 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -16316293.000000 Penalty: 3898.290771
	Iteration 111Q: 3 clusters Score -1.631629e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153990 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -16316268.000000 Penalty: 3898.290771
	Iteration 112Q: 3 clusters Score -1.631627e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154117 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -16316294.000000 Penalty: 3898.290771
	Iteration 113Q: 3 clusters Score -1.631629e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154234 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -16316256.000000 Penalty: 3898.290771
	Iteration 114Q: 3 clusters Score -1.631626e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154368 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -16316276.000000 Penalty: 3898.290771
	Iteration 115Q: 3 clusters Score -1.631628e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154503 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -16316282.000000 Penalty: 3898.290771
	Iteration 116Q: 3 clusters Score -1.631628e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154603 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -16316250.000000 Penalty: 3898.290771
	Iteration 117Q: 3 clusters Score -1.631625e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154717 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -16316261.000000 Penalty: 3898.290771
	Iteration 118Q: 3 clusters Score -1.631626e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154826 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -16316237.000000 Penalty: 3898.290771
	Iteration 119Q: 3 clusters Score -1.631624e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154929 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -16316202.000000 Penalty: 3898.290771
	Iteration 120F: 3 clusters Score -1.63162e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155009 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -16316185.000000 Penalty: 3898.290771
	Iteration 121Q: 3 clusters Score -1.631618e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155098 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -16316188.000000 Penalty: 3898.290771
	Iteration 122Q: 3 clusters Score -1.631619e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155188 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -16316170.000000 Penalty: 3898.290771
	Iteration 123Q: 3 clusters Score -1.631617e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155281 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -16316192.000000 Penalty: 3898.290771
	Iteration 124Q: 3 clusters Score -1.631619e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155375 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -16316179.000000 Penalty: 3898.290771
	Iteration 125Q: 3 clusters Score -1.631618e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155468 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -16316170.000000 Penalty: 3898.290771
	Iteration 126Q: 3 clusters Score -1.631617e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155562 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -16316194.000000 Penalty: 3898.290771
	Iteration 127Q: 3 clusters Score -1.631619e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155672 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -16316155.000000 Penalty: 3898.290771
	Iteration 128Q: 3 clusters Score -1.631616e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155771 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -16316160.000000 Penalty: 3898.290771
	Iteration 129Q: 3 clusters Score -1.631616e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155850 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -16316136.000000 Penalty: 3898.290771
	Iteration 130Q: 3 clusters Score -1.631614e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155921 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -16316101.000000 Penalty: 3898.290771
	Iteration 131Q: 3 clusters Score -1.63161e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155985 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -16316077.000000 Penalty: 3898.290771
	Iteration 132Q: 3 clusters Score -1.631608e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156053 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -16316052.000000 Penalty: 3898.290771
	Iteration 133Q: 3 clusters Score -1.631605e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156128 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -16316044.000000 Penalty: 3898.290771
	Iteration 134Q: 3 clusters Score -1.631604e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156208 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -16316072.000000 Penalty: 3898.290771
	Iteration 135Q: 3 clusters Score -1.631607e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156272 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -16316054.000000 Penalty: 3898.290771
	Iteration 136Q: 3 clusters Score -1.631605e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156342 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -16316058.000000 Penalty: 3898.290771
	Iteration 137Q: 3 clusters Score -1.631606e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156420 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -16316048.000000 Penalty: 3898.290771
	Iteration 138Q: 3 clusters Score -1.631605e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156482 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -16316030.000000 Penalty: 3898.290771
	Iteration 139Q: 3 clusters Score -1.631603e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156534 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -16316026.000000 Penalty: 3898.290771
	Iteration 140F: 3 clusters Score -1.631603e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156591 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -16316033.000000 Penalty: 3898.290771
	Iteration 141Q: 3 clusters Score -1.631603e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156657 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -16315996.000000 Penalty: 3898.290771
	Iteration 142Q: 3 clusters Score -1.6316e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156734 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -16315959.000000 Penalty: 3898.290771
	Iteration 143Q: 3 clusters Score -1.631596e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156811 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -16315952.000000 Penalty: 3898.290771
	Iteration 144Q: 3 clusters Score -1.631595e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156897 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -16315975.000000 Penalty: 3898.290771
	Iteration 145Q: 3 clusters Score -1.631598e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156982 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -16315969.000000 Penalty: 3898.290771
	Iteration 146Q: 3 clusters Score -1.631597e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157066 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -16315956.000000 Penalty: 3898.290771
	Iteration 147Q: 3 clusters Score -1.631596e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157137 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -16315978.000000 Penalty: 3898.290771
	Iteration 148Q: 3 clusters Score -1.631598e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157208 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -16315934.000000 Penalty: 3898.290771
	Iteration 149Q: 3 clusters Score -1.631593e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157272 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -16315965.000000 Penalty: 3898.290771
	Iteration 150Q: 3 clusters Score -1.631596e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157339 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -16315918.000000 Penalty: 3898.290771
	Iteration 151Q: 3 clusters Score -1.631592e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157417 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -16315910.000000 Penalty: 3898.290771
	Iteration 152Q: 3 clusters Score -1.631591e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157496 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -16315870.000000 Penalty: 3898.290771
	Iteration 153Q: 3 clusters Score -1.631587e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157556 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -16315896.000000 Penalty: 3898.290771
	Iteration 154Q: 3 clusters Score -1.63159e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157622 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -16315893.000000 Penalty: 3898.290771
	Iteration 155Q: 3 clusters Score -1.631589e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157675 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -16315879.000000 Penalty: 3898.290771
	Iteration 156Q: 3 clusters Score -1.631588e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157727 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -16315864.000000 Penalty: 3898.290771
	Iteration 157Q: 3 clusters Score -1.631586e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157789 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -16315869.000000 Penalty: 3898.290771
	Iteration 158Q: 3 clusters Score -1.631587e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157864 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -16315855.000000 Penalty: 3898.290771
	Iteration 159Q: 3 clusters Score -1.631586e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157945 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -16315880.000000 Penalty: 3898.290771
	Iteration 160F: 3 clusters Score -1.631588e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158039 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -16315873.000000 Penalty: 3898.290771
	Iteration 161Q: 3 clusters Score -1.631587e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158129 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -16315871.000000 Penalty: 3898.290771
	Iteration 162Q: 3 clusters Score -1.631587e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158197 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -16315873.000000 Penalty: 3898.290771
	Iteration 163Q: 3 clusters Score -1.631587e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158269 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -16315859.000000 Penalty: 3898.290771
	Iteration 164Q: 3 clusters Score -1.631586e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158346 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -16315828.000000 Penalty: 3898.290771
	Iteration 165Q: 3 clusters Score -1.631583e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158437 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -16315848.000000 Penalty: 3898.290771
	Iteration 166Q: 3 clusters Score -1.631585e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158520 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -16315842.000000 Penalty: 3898.290771
	Iteration 167Q: 3 clusters Score -1.631584e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158604 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -16315847.000000 Penalty: 3898.290771
	Iteration 168Q: 3 clusters Score -1.631585e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158688 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -16315819.000000 Penalty: 3898.290771
	Iteration 169Q: 3 clusters Score -1.631582e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158768 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -16315778.000000 Penalty: 3898.290771
	Iteration 170Q: 3 clusters Score -1.631578e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158833 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -16315778.000000 Penalty: 3898.290771
	Iteration 171Q: 3 clusters Score -1.631578e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158905 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -16315745.000000 Penalty: 3898.290771
	Iteration 172Q: 3 clusters Score -1.631574e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158985 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -16315731.000000 Penalty: 3898.290771
	Iteration 173Q: 3 clusters Score -1.631573e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159056 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -16315745.000000 Penalty: 3898.290771
	Iteration 174Q: 3 clusters Score -1.631574e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159112 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -16315729.000000 Penalty: 3898.290771
	Iteration 175Q: 3 clusters Score -1.631573e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159172 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -16315744.000000 Penalty: 3898.290771
	Iteration 176Q: 3 clusters Score -1.631574e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159229 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -16315738.000000 Penalty: 3898.290771
	Iteration 177Q: 3 clusters Score -1.631574e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159297 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -16315739.000000 Penalty: 3898.290771
	Iteration 178Q: 3 clusters Score -1.631574e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159357 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -16315723.000000 Penalty: 3898.290771
	Iteration 179Q: 3 clusters Score -1.631572e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159419 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -16315732.000000 Penalty: 3898.290771
	Iteration 180F: 3 clusters Score -1.631573e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159475 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -16315718.000000 Penalty: 3898.290771
	Iteration 181Q: 3 clusters Score -1.631572e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159536 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -16315691.000000 Penalty: 3898.290771
	Iteration 182Q: 3 clusters Score -1.631569e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159600 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -16315703.000000 Penalty: 3898.290771
	Iteration 183Q: 3 clusters Score -1.63157e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159648 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -16315698.000000 Penalty: 3898.290771
	Iteration 184Q: 3 clusters Score -1.63157e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159689 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -16315701.000000 Penalty: 3898.290771
	Iteration 185Q: 3 clusters Score -1.63157e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159721 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -16315690.000000 Penalty: 3898.290771
	Iteration 186Q: 3 clusters Score -1.631569e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159751 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -16315690.000000 Penalty: 3898.290771
	Iteration 187Q: 3 clusters Score -1.631569e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159783 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -16315671.000000 Penalty: 3898.290771
	Iteration 188Q: 3 clusters Score -1.631567e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159828 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -16315675.000000 Penalty: 3898.290771
	Iteration 189Q: 3 clusters Score -1.631568e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159874 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -16315652.000000 Penalty: 3898.290771
	Iteration 190Q: 3 clusters Score -1.631565e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159914 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -16315656.000000 Penalty: 3898.290771
	Iteration 191Q: 3 clusters Score -1.631566e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159955 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -16315649.000000 Penalty: 3898.290771
	Iteration 192Q: 3 clusters Score -1.631565e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159987 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -16315628.000000 Penalty: 3898.290771
	Iteration 193Q: 3 clusters Score -1.631563e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160032 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -16315633.000000 Penalty: 3898.290771
	Iteration 194Q: 3 clusters Score -1.631563e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160083 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -16315626.000000 Penalty: 3898.290771
	Iteration 195Q: 3 clusters Score -1.631563e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160130 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -16315630.000000 Penalty: 3898.290771
	Iteration 196Q: 3 clusters Score -1.631563e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160174 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -16315602.000000 Penalty: 3898.290771
	Iteration 197Q: 3 clusters Score -1.63156e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160215 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -16315610.000000 Penalty: 3898.290771
	Iteration 198Q: 3 clusters Score -1.631561e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160265 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -16315599.000000 Penalty: 3898.290771
	Iteration 199Q: 3 clusters Score -1.63156e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160312 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -16315606.000000 Penalty: 3898.290771
	Iteration 200F: 3 clusters Score -1.631561e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160352 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -16315606.000000 Penalty: 3898.290771
	Iteration 201Q: 3 clusters Score -1.631561e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160385 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -16315588.000000 Penalty: 3898.290771
	Iteration 202Q: 3 clusters Score -1.631559e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160427 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -16315579.000000 Penalty: 3898.290771
	Iteration 203Q: 3 clusters Score -1.631558e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160452 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -16315571.000000 Penalty: 3898.290771
	Iteration 204Q: 3 clusters Score -1.631557e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160486 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -16315586.000000 Penalty: 3898.290771
	Iteration 205Q: 3 clusters Score -1.631559e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160517 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -16315586.000000 Penalty: 3898.290771
	Iteration 206Q: 3 clusters Score -1.631559e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160548 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -16315566.000000 Penalty: 3898.290771
	Iteration 207Q: 3 clusters Score -1.631557e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160574 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -16315591.000000 Penalty: 3898.290771
	Iteration 208Q: 3 clusters Score -1.631559e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160595 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -16315590.000000 Penalty: 3898.290771
	Iteration 209Q: 3 clusters Score -1.631559e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160623 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -16315575.000000 Penalty: 3898.290771
	Iteration 210Q: 3 clusters Score -1.631558e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160657 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -16315541.000000 Penalty: 3898.290771
	Iteration 211Q: 3 clusters Score -1.631554e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160690 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -16315544.000000 Penalty: 3898.290771
	Iteration 212Q: 3 clusters Score -1.631554e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160716 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -16315551.000000 Penalty: 3898.290771
	Iteration 213Q: 3 clusters Score -1.631555e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160742 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -16315550.000000 Penalty: 3898.290771
	Iteration 214Q: 3 clusters Score -1.631555e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160769 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -16315556.000000 Penalty: 3898.290771
	Iteration 215Q: 3 clusters Score -1.631556e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160793 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -16315553.000000 Penalty: 3898.290771
	Iteration 216Q: 3 clusters Score -1.631555e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160811 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -16315539.000000 Penalty: 3898.290771
	Iteration 217Q: 3 clusters Score -1.631554e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160832 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -16315533.000000 Penalty: 3898.290771
	Iteration 218Q: 3 clusters Score -1.631553e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160848 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -16315518.000000 Penalty: 3898.290771
	Iteration 219Q: 3 clusters Score -1.631552e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160863 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -16315517.000000 Penalty: 3898.290771
	Iteration 220F: 3 clusters Score -1.631552e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160875 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -16315528.000000 Penalty: 3898.290771
	Iteration 221Q: 3 clusters Score -1.631553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160885 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -16315533.000000 Penalty: 3898.290771
	Iteration 222Q: 3 clusters Score -1.631553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160894 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -16315512.000000 Penalty: 3898.290771
	Iteration 223Q: 3 clusters Score -1.631551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160900 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -16315513.000000 Penalty: 3898.290771
	Iteration 224Q: 3 clusters Score -1.631551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160905 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -16315503.000000 Penalty: 3898.290771
	Iteration 225Q: 3 clusters Score -1.63155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160909 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -16315499.000000 Penalty: 3898.290771
	Iteration 226Q: 3 clusters Score -1.63155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160913 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -16315494.000000 Penalty: 3898.290771
	Iteration 227Q: 3 clusters Score -1.631549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160923 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -16315510.000000 Penalty: 3898.290771
	Iteration 228Q: 3 clusters Score -1.631551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160933 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -16315518.000000 Penalty: 3898.290771
	Iteration 229Q: 3 clusters Score -1.631552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160944 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -16315523.000000 Penalty: 3898.290771
	Iteration 230Q: 3 clusters Score -1.631552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160953 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -16315516.000000 Penalty: 3898.290771
	Iteration 231Q: 3 clusters Score -1.631552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160961 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -16315515.000000 Penalty: 3898.290771
	Iteration 232Q: 3 clusters Score -1.631552e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160978 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -16315510.000000 Penalty: 3898.290771
	Iteration 233Q: 3 clusters Score -1.631551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160989 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -16315510.000000 Penalty: 3898.290771
	Iteration 234Q: 3 clusters Score -1.631551e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161001 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -16315507.000000 Penalty: 3898.290771
	Iteration 235Q: 3 clusters Score -1.631551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161008 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -16315502.000000 Penalty: 3898.290771
	Iteration 236Q: 3 clusters Score -1.63155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161020 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -16315505.000000 Penalty: 3898.290771
	Iteration 237Q: 3 clusters Score -1.63155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161030 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -16315499.000000 Penalty: 3898.290771
	Iteration 238Q: 3 clusters Score -1.63155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161039 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -16315507.000000 Penalty: 3898.290771
	Iteration 239Q: 3 clusters Score -1.631551e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161052 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -16315489.000000 Penalty: 3898.290771
	Iteration 240F: 3 clusters Score -1.631549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161065 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -16315485.000000 Penalty: 3898.290771
	Iteration 241Q: 3 clusters Score -1.631548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161068 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -16315483.000000 Penalty: 3898.290771
	Iteration 242Q: 3 clusters Score -1.631548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161074 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -16315496.000000 Penalty: 3898.290771
	Iteration 243Q: 3 clusters Score -1.63155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161080 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -16315492.000000 Penalty: 3898.290771
	Iteration 244Q: 3 clusters Score -1.631549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161081 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -16315488.000000 Penalty: 3898.290771
	Iteration 245Q: 3 clusters Score -1.631549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161081 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -16315488.000000 Penalty: 3898.290771
	Iteration 246F: 3 clusters Score -1.631549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -94021.156250 Penalty: 1114.687378
	Iteration 0F: 2 clusters Score -94021.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -92619.070312 Penalty: 2229.374756
	Iteration 0F: 3 clusters Score -92619.07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -92850.148438 Penalty: 2229.374756
	Iteration 1F: 3 clusters Score -92850.15 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -92923.226562 Penalty: 2229.374756
	Iteration 2F: 3 clusters Score -92923.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -92963.820312 Penalty: 2229.374756
	Iteration 3Q: 3 clusters Score -92963.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -92978.289062 Penalty: 2229.374756
	Iteration 4Q: 3 clusters Score -92978.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -92990.406250 Penalty: 2229.374756
	Iteration 5Q: 3 clusters Score -92990.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -92995.117188 Penalty: 2229.374756
	Iteration 6Q: 3 clusters Score -92995.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -92997.492188 Penalty: 2229.374756
	Iteration 7Q: 3 clusters Score -92997.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -93001.039062 Penalty: 2229.374756
	Iteration 8Q: 3 clusters Score -93001.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -93002.601562 Penalty: 2229.374756
	Iteration 9Q: 3 clusters Score -93002.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -93008.117188 Penalty: 2229.374756
	Iteration 10Q: 3 clusters Score -93008.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -93011.734375 Penalty: 2229.374756
	Iteration 11Q: 3 clusters Score -93011.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -93014.695312 Penalty: 2229.374756
	Iteration 12Q: 3 clusters Score -93014.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -93017.132812 Penalty: 2229.374756
	Iteration 13Q: 3 clusters Score -93017.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -93018.578125 Penalty: 2229.374756
	Iteration 14Q: 3 clusters Score -93018.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -93018.578125 Penalty: 2229.374756
	Iteration 15F: 3 clusters Score -93018.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 21918 members 
Mstep: Class 3 contains 144527 members 
Mstep: Class 4 contains 45040 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 7 contains 16546 members 
Mstep: Class 9 contains 59681 members 
Mstep: Class 10 contains 86061 members 
Mstep: Class 11 contains 68672 members 
Mstep: Class 12 contains 165501 members 
Mstep: Class 13 contains 163349 members 
Mstep: Class 14 contains 16758 members 
Mstep: Class 15 contains 23741 members 
Mstep: Class 16 contains 13749 members 
Mstep: Class 17 contains 2411 members 
Mstep: Class 18 contains 140780 members 
Mstep: Class 20 contains 149071 members 
Mstep: Class 21 contains 161901 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974984.000000 Penalty: 43433.996094
Iteration 279Q: 20 clusters Score -1.27975e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 21905 members 
Mstep: Class 3 contains 144496 members 
Mstep: Class 4 contains 45035 members 
Mstep: Class 5 contains 2723 members 
Mstep: Class 7 contains 16546 members 
Mstep: Class 9 contains 59681 members 
Mstep: Class 10 contains 86066 members 
Mstep: Class 11 contains 68671 members 
Mstep: Class 12 contains 165490 members 
Mstep: Class 13 contains 163338 members 
Mstep: Class 14 contains 16729 members 
Mstep: Class 15 contains 23738 members 
Mstep: Class 16 contains 13759 members 
Mstep: Class 17 contains 2410 members 
Mstep: Class 18 contains 140824 members 
Mstep: Class 20 contains 149079 members 
Mstep: Class 21 contains 161940 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975160.000000 Penalty: 43433.996094
Iteration 280F: 20 clusters Score -1.279752e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 21892 members 
Mstep: Class 3 contains 144474 members 
Mstep: Class 4 contains 45026 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16544 members 
Mstep: Class 9 contains 59681 members 
Mstep: Class 10 contains 86069 members 
Mstep: Class 11 contains 68672 members 
Mstep: Class 12 contains 165473 members 
Mstep: Class 13 contains 163324 members 
Mstep: Class 14 contains 16705 members 
Mstep: Class 15 contains 23730 members 
Mstep: Class 16 contains 13770 members 
Mstep: Class 17 contains 2410 members 
Mstep: Class 18 contains 140870 members 
Mstep: Class 20 contains 149090 members 
Mstep: Class 21 contains 161977 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975072.000000 Penalty: 43433.996094
Iteration 281Q: 20 clusters Score -1.279751e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 21868 members 
Mstep: Class 3 contains 144449 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16545 members 
Mstep: Class 9 contains 59682 members 
Mstep: Class 10 contains 86088 members 
Mstep: Class 11 contains 68672 members 
Mstep: Class 12 contains 165444 members 
Mstep: Class 13 contains 163309 members 
Mstep: Class 14 contains 16685 members 
Mstep: Class 15 contains 23722 members 
Mstep: Class 16 contains 13785 members 
Mstep: Class 17 contains 2412 members 
Mstep: Class 18 contains 140910 members 
Mstep: Class 20 contains 149109 members 
Mstep: Class 21 contains 162012 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975080.000000 Penalty: 43433.996094
Iteration 282Q: 20 clusters Score -1.279751e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 21833 members 
Mstep: Class 3 contains 144434 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16544 members 
Mstep: Class 9 contains 59681 members 
Mstep: Class 10 contains 86097 members 
Mstep: Class 11 contains 68672 members 
Mstep: Class 12 contains 165429 members 
Mstep: Class 13 contains 163301 members 
Mstep: Class 14 contains 16669 members 
Mstep: Class 15 contains 23701 members 
Mstep: Class 16 contains 13817 members 
Mstep: Class 17 contains 2413 members 
Mstep: Class 18 contains 140950 members 
Mstep: Class 20 contains 149114 members 
Mstep: Class 21 contains 162039 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975280.000000 Penalty: 43433.996094
Iteration 283Q: 20 clusters Score -1.279753e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 21798 members 
Mstep: Class 3 contains 144412 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16546 members 
Mstep: Class 9 contains 59675 members 
Mstep: Class 10 contains 86104 members 
Mstep: Class 11 contains 68674 members 
Mstep: Class 12 contains 165418 members 
Mstep: Class 13 contains 163290 members 
Mstep: Class 14 contains 16658 members 
Mstep: Class 15 contains 23685 members 
Mstep: Class 16 contains 13846 members 
Mstep: Class 17 contains 2413 members 
Mstep: Class 18 contains 140990 members 
Mstep: Class 20 contains 149127 members 
Mstep: Class 21 contains 162061 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975296.000000 Penalty: 43433.996094
Iteration 284Q: 20 clusters Score -1.279753e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 21768 members 
Mstep: Class 3 contains 144388 members 
Mstep: Class 4 contains 45012 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16548 members 
Mstep: Class 9 contains 59673 members 
Mstep: Class 10 contains 86113 members 
Mstep: Class 11 contains 68677 members 
Mstep: Class 12 contains 165400 members 
Mstep: Class 13 contains 163280 members 
Mstep: Class 14 contains 16651 members 
Mstep: Class 15 contains 23677 members 
Mstep: Class 16 contains 13862 members 
Mstep: Class 17 contains 2413 members 
Mstep: Class 18 contains 141036 members 
Mstep: Class 20 contains 149133 members 
Mstep: Class 21 contains 162087 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975160.000000 Penalty: 43433.996094
Iteration 285Q: 20 clusters Score -1.279752e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 21743 members 
Mstep: Class 3 contains 144369 members 
Mstep: Class 4 contains 45012 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16547 members 
Mstep: Class 9 contains 59673 members 
Mstep: Class 10 contains 86128 members 
Mstep: Class 11 contains 68674 members 
Mstep: Class 12 contains 165378 members 
Mstep: Class 13 contains 163275 members 
Mstep: Class 14 contains 16643 members 
Mstep: Class 15 contains 23668 members 
Mstep: Class 16 contains 13877 members 
Mstep: Class 17 contains 2411 members 
Mstep: Class 18 contains 141080 members 
Mstep: Class 20 contains 149132 members 
Mstep: Class 21 contains 162113 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975056.000000 Penalty: 43433.996094
Iteration 286Q: 20 clusters Score -1.279751e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 21718 members 
Mstep: Class 3 contains 144351 members 
Mstep: Class 4 contains 45011 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16548 members 
Mstep: Class 9 contains 59674 members 
Mstep: Class 10 contains 86143 members 
Mstep: Class 11 contains 68669 members 
Mstep: Class 12 contains 165353 members 
Mstep: Class 13 contains 163266 members 
Mstep: Class 14 contains 16629 members 
Mstep: Class 15 contains 23659 members 
Mstep: Class 16 contains 13887 members 
Mstep: Class 17 contains 2411 members 
Mstep: Class 18 contains 141138 members 
Mstep: Class 20 contains 149134 members 
Mstep: Class 21 contains 162136 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975016.000000 Penalty: 43433.996094
Iteration 287Q: 20 clusters Score -1.27975e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 21701 members 
Mstep: Class 3 contains 144337 members 
Mstep: Class 4 contains 45009 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16550 members 
Mstep: Class 9 contains 59688 members 
Mstep: Class 10 contains 86155 members 
Mstep: Class 11 contains 68672 members 
Mstep: Class 12 contains 165336 members 
Mstep: Class 13 contains 163267 members 
Mstep: Class 14 contains 16622 members 
Mstep: Class 15 contains 23640 members 
Mstep: Class 16 contains 13894 members 
Mstep: Class 17 contains 2411 members 
Mstep: Class 18 contains 141186 members 
Mstep: Class 20 contains 149147 members 
Mstep: Class 21 contains 162114 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975048.000000 Penalty: 43433.996094
Iteration 288Q: 20 clusters Score -1.27975e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 21689 members 
Mstep: Class 3 contains 144329 members 
Mstep: Class 4 contains 45012 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16551 members 
Mstep: Class 9 contains 59696 members 
Mstep: Class 10 contains 86178 members 
Mstep: Class 11 contains 68676 members 
Mstep: Class 12 contains 165317 members 
Mstep: Class 13 contains 163262 members 
Mstep: Class 14 contains 16610 members 
Mstep: Class 15 contains 23624 members 
Mstep: Class 16 contains 13900 members 
Mstep: Class 17 contains 2411 members 
Mstep: Class 18 contains 141221 members 
Mstep: Class 20 contains 149155 members 
Mstep: Class 21 contains 162104 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974920.000000 Penalty: 43433.996094
Iteration 289Q: 20 clusters Score -1.279749e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 21677 members 
Mstep: Class 3 contains 144315 members 
Mstep: Class 4 contains 45009 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16551 members 
Mstep: Class 9 contains 59702 members 
Mstep: Class 10 contains 86201 members 
Mstep: Class 11 contains 68677 members 
Mstep: Class 12 contains 165302 members 
Mstep: Class 13 contains 163262 members 
Mstep: Class 14 contains 16595 members 
Mstep: Class 15 contains 23617 members 
Mstep: Class 16 contains 13906 members 
Mstep: Class 17 contains 2411 members 
Mstep: Class 18 contains 141255 members 
Mstep: Class 20 contains 149159 members 
Mstep: Class 21 contains 162099 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974952.000000 Penalty: 43433.996094
Iteration 290Q: 20 clusters Score -1.27975e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 21662 members 
Mstep: Class 3 contains 144291 members 
Mstep: Class 4 contains 45006 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16554 members 
Mstep: Class 9 contains 59704 members 
Mstep: Class 10 contains 86223 members 
Mstep: Class 11 contains 68680 members 
Mstep: Class 12 contains 165280 members 
Mstep: Class 13 contains 163264 members 
Mstep: Class 14 contains 16587 members 
Mstep: Class 15 contains 23607 members 
Mstep: Class 16 contains 13918 members 
Mstep: Class 17 contains 2411 members 
Mstep: Class 18 contains 141297 members 
Mstep: Class 20 contains 149166 members 
Mstep: Class 21 contains 162092 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127974992.000000 Penalty: 43433.996094
Iteration 291Q: 20 clusters Score -1.27975e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 21653 members 
Mstep: Class 3 contains 144272 members 
Mstep: Class 4 contains 45005 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16556 members 
Mstep: Class 9 contains 59702 members 
Mstep: Class 10 contains 86233 members 
Mstep: Class 11 contains 68682 members 
Mstep: Class 12 contains 165269 members 
Mstep: Class 13 contains 163268 members 
Mstep: Class 14 contains 16577 members 
Mstep: Class 15 contains 23599 members 
Mstep: Class 16 contains 13923 members 
Mstep: Class 17 contains 2411 members 
Mstep: Class 18 contains 141338 members 
Mstep: Class 20 contains 149168 members 
Mstep: Class 21 contains 162091 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975032.000000 Penalty: 43433.996094
Iteration 292Q: 20 clusters Score -1.27975e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 21642 members 
Mstep: Class 3 contains 144260 members 
Mstep: Class 4 contains 45005 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16559 members 
Mstep: Class 9 contains 59698 members 
Mstep: Class 10 contains 86250 members 
Mstep: Class 11 contains 68688 members 
Mstep: Class 12 contains 165263 members 
Mstep: Class 13 contains 163268 members 
Mstep: Class 14 contains 16568 members 
Mstep: Class 15 contains 23581 members 
Mstep: Class 16 contains 13934 members 
Mstep: Class 17 contains 2413 members 
Mstep: Class 18 contains 141372 members 
Mstep: Class 20 contains 149173 members 
Mstep: Class 21 contains 162077 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975080.000000 Penalty: 43433.996094
Iteration 293Q: 20 clusters Score -1.279751e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 21624 members 
Mstep: Class 3 contains 144249 members 
Mstep: Class 4 contains 45005 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16562 members 
Mstep: Class 9 contains 59695 members 
Mstep: Class 10 contains 86261 members 
Mstep: Class 11 contains 68683 members 
Mstep: Class 12 contains 165261 members 
Mstep: Class 13 contains 163272 members 
Mstep: Class 14 contains 16556 members 
Mstep: Class 15 contains 23570 members 
Mstep: Class 16 contains 13949 members 
Mstep: Class 17 contains 2416 members 
Mstep: Class 18 contains 141407 members 
Mstep: Class 20 contains 149176 members 
Mstep: Class 21 contains 162067 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975112.000000 Penalty: 43433.996094
Iteration 294Q: 20 clusters Score -1.279751e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 21608 members 
Mstep: Class 3 contains 144241 members 
Mstep: Class 4 contains 45005 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16562 members 
Mstep: Class 9 contains 59693 members 
Mstep: Class 10 contains 86279 members 
Mstep: Class 11 contains 68686 members 
Mstep: Class 12 contains 165251 members 
Mstep: Class 13 contains 163278 members 
Mstep: Class 14 contains 16541 members 
Mstep: Class 15 contains 23560 members 
Mstep: Class 16 contains 13969 members 
Mstep: Class 17 contains 2419 members 
Mstep: Class 18 contains 141430 members 
Mstep: Class 20 contains 149185 members 
Mstep: Class 21 contains 162047 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975144.000000 Penalty: 43433.996094
Iteration 295Q: 20 clusters Score -1.279751e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 21592 members 
Mstep: Class 3 contains 144232 members 
Mstep: Class 4 contains 45001 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16562 members 
Mstep: Class 9 contains 59695 members 
Mstep: Class 10 contains 86299 members 
Mstep: Class 11 contains 68685 members 
Mstep: Class 12 contains 165243 members 
Mstep: Class 13 contains 163274 members 
Mstep: Class 14 contains 16528 members 
Mstep: Class 15 contains 23556 members 
Mstep: Class 16 contains 13982 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 18 contains 141457 members 
Mstep: Class 20 contains 149194 members 
Mstep: Class 21 contains 162035 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975104.000000 Penalty: 43433.996094
Iteration 296Q: 20 clusters Score -1.279751e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 21579 members 
Mstep: Class 3 contains 144221 members 
Mstep: Class 4 contains 44998 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16561 members 
Mstep: Class 9 contains 59695 members 
Mstep: Class 10 contains 86315 members 
Mstep: Class 11 contains 68682 members 
Mstep: Class 12 contains 165234 members 
Mstep: Class 13 contains 163271 members 
Mstep: Class 14 contains 16510 members 
Mstep: Class 15 contains 23554 members 
Mstep: Class 16 contains 13992 members 
Mstep: Class 17 contains 2419 members 
Mstep: Class 18 contains 141479 members 
Mstep: Class 20 contains 149199 members 
Mstep: Class 21 contains 162046 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975232.000000 Penalty: 43433.996094
Iteration 297Q: 20 clusters Score -1.279752e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 21563 members 
Mstep: Class 3 contains 144214 members 
Mstep: Class 4 contains 44996 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16563 members 
Mstep: Class 9 contains 59694 members 
Mstep: Class 10 contains 86323 members 
Mstep: Class 11 contains 68681 members 
Mstep: Class 12 contains 165221 members 
Mstep: Class 13 contains 163280 members 
Mstep: Class 14 contains 16497 members 
Mstep: Class 15 contains 23552 members 
Mstep: Class 16 contains 14008 members 
Mstep: Class 17 contains 2418 members 
Mstep: Class 18 contains 141497 members 
Mstep: Class 20 contains 149196 members 
Mstep: Class 21 contains 162052 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975280.000000 Penalty: 43433.996094
Iteration 298Q: 20 clusters Score -1.279753e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 21548 members 
Mstep: Class 3 contains 144204 members 
Mstep: Class 4 contains 44994 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16569 members 
Mstep: Class 9 contains 59699 members 
Mstep: Class 10 contains 86325 members 
Mstep: Class 11 contains 68676 members 
Mstep: Class 12 contains 165216 members 
Mstep: Class 13 contains 163279 members 
Mstep: Class 14 contains 16489 members 
Mstep: Class 15 contains 23552 members 
Mstep: Class 16 contains 14016 members 
Mstep: Class 17 contains 2417 members 
Mstep: Class 18 contains 141512 members 
Mstep: Class 20 contains 149195 members 
Mstep: Class 21 contains 162064 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975424.000000 Penalty: 43433.996094
Iteration 299Q: 20 clusters Score -1.279754e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 21534 members 
Mstep: Class 3 contains 144195 members 
Mstep: Class 4 contains 44996 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59703 members 
Mstep: Class 10 contains 86343 members 
Mstep: Class 11 contains 68670 members 
Mstep: Class 12 contains 165203 members 
Mstep: Class 13 contains 163272 members 
Mstep: Class 14 contains 16479 members 
Mstep: Class 15 contains 23548 members 
Mstep: Class 16 contains 14022 members 
Mstep: Class 17 contains 2417 members 
Mstep: Class 18 contains 141536 members 
Mstep: Class 20 contains 149197 members 
Mstep: Class 21 contains 162070 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975472.000000 Penalty: 43433.996094
Iteration 300F: 20 clusters Score -1.279755e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 21516 members 
Mstep: Class 3 contains 144178 members 
Mstep: Class 4 contains 45001 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59704 members 
Mstep: Class 10 contains 86352 members 
Mstep: Class 11 contains 68668 members 
Mstep: Class 12 contains 165199 members 
Mstep: Class 13 contains 163267 members 
Mstep: Class 14 contains 16466 members 
Mstep: Class 15 contains 23544 members 
Mstep: Class 16 contains 14032 members 
Mstep: Class 17 contains 2417 members 
Mstep: Class 18 contains 141564 members 
Mstep: Class 20 contains 149200 members 
Mstep: Class 21 contains 162077 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975544.000000 Penalty: 43433.996094
Iteration 301Q: 20 clusters Score -1.279755e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 21503 members 
Mstep: Class 3 contains 144173 members 
Mstep: Class 4 contains 45005 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59704 members 
Mstep: Class 10 contains 86363 members 
Mstep: Class 11 contains 68665 members 
Mstep: Class 12 contains 165187 members 
Mstep: Class 13 contains 163267 members 
Mstep: Class 14 contains 16455 members 
Mstep: Class 15 contains 23535 members 
Mstep: Class 16 contains 14038 members 
Mstep: Class 17 contains 2417 members 
Mstep: Class 18 contains 141592 members 
Mstep: Class 20 contains 149208 members 
Mstep: Class 21 contains 162074 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975544.000000 Penalty: 43433.996094
Iteration 302Q: 20 clusters Score -1.279755e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 21495 members 
Mstep: Class 3 contains 144163 members 
Mstep: Class 4 contains 45009 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59707 members 
Mstep: Class 10 contains 86362 members 
Mstep: Class 11 contains 68661 members 
Mstep: Class 12 contains 165182 members 
Mstep: Class 13 contains 163266 members 
Mstep: Class 14 contains 16447 members 
Mstep: Class 15 contains 23523 members 
Mstep: Class 16 contains 14043 members 
Mstep: Class 17 contains 2417 members 
Mstep: Class 18 contains 141622 members 
Mstep: Class 20 contains 149207 members 
Mstep: Class 21 contains 162082 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975472.000000 Penalty: 43433.996094
Iteration 303Q: 20 clusters Score -1.279755e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 21486 members 
Mstep: Class 3 contains 144158 members 
Mstep: Class 4 contains 45013 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16571 members 
Mstep: Class 9 contains 59707 members 
Mstep: Class 10 contains 86363 members 
Mstep: Class 11 contains 68657 members 
Mstep: Class 12 contains 165184 members 
Mstep: Class 13 contains 163267 members 
Mstep: Class 14 contains 16439 members 
Mstep: Class 15 contains 23512 members 
Mstep: Class 16 contains 14049 members 
Mstep: Class 17 contains 2417 members 
Mstep: Class 18 contains 141648 members 
Mstep: Class 20 contains 149209 members 
Mstep: Class 21 contains 162079 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975416.000000 Penalty: 43433.996094
Iteration 304Q: 20 clusters Score -1.279754e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 21483 members 
Mstep: Class 3 contains 144150 members 
Mstep: Class 4 contains 45020 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16571 members 
Mstep: Class 9 contains 59705 members 
Mstep: Class 10 contains 86361 members 
Mstep: Class 11 contains 68654 members 
Mstep: Class 12 contains 165190 members 
Mstep: Class 13 contains 163262 members 
Mstep: Class 14 contains 16432 members 
Mstep: Class 15 contains 23499 members 
Mstep: Class 16 contains 14049 members 
Mstep: Class 17 contains 2418 members 
Mstep: Class 18 contains 141675 members 
Mstep: Class 20 contains 149206 members 
Mstep: Class 21 contains 162084 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975456.000000 Penalty: 43433.996094
Iteration 305Q: 20 clusters Score -1.279755e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 21479 members 
Mstep: Class 3 contains 144141 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59704 members 
Mstep: Class 10 contains 86362 members 
Mstep: Class 11 contains 68655 members 
Mstep: Class 12 contains 165182 members 
Mstep: Class 13 contains 163262 members 
Mstep: Class 14 contains 16424 members 
Mstep: Class 15 contains 23484 members 
Mstep: Class 16 contains 14046 members 
Mstep: Class 17 contains 2418 members 
Mstep: Class 18 contains 141706 members 
Mstep: Class 20 contains 149212 members 
Mstep: Class 21 contains 162095 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975456.000000 Penalty: 43433.996094
Iteration 306Q: 20 clusters Score -1.279755e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 21475 members 
Mstep: Class 3 contains 144128 members 
Mstep: Class 4 contains 45014 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59707 members 
Mstep: Class 10 contains 86373 members 
Mstep: Class 11 contains 68652 members 
Mstep: Class 12 contains 165171 members 
Mstep: Class 13 contains 163262 members 
Mstep: Class 14 contains 16415 members 
Mstep: Class 15 contains 23485 members 
Mstep: Class 16 contains 14045 members 
Mstep: Class 17 contains 2419 members 
Mstep: Class 18 contains 141724 members 
Mstep: Class 20 contains 149209 members 
Mstep: Class 21 contains 162107 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975448.000000 Penalty: 43433.996094
Iteration 307Q: 20 clusters Score -1.279754e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 21472 members 
Mstep: Class 3 contains 144113 members 
Mstep: Class 4 contains 45009 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59706 members 
Mstep: Class 10 contains 86380 members 
Mstep: Class 11 contains 68649 members 
Mstep: Class 12 contains 165168 members 
Mstep: Class 13 contains 163263 members 
Mstep: Class 14 contains 16409 members 
Mstep: Class 15 contains 23487 members 
Mstep: Class 16 contains 14051 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 18 contains 141744 members 
Mstep: Class 20 contains 149213 members 
Mstep: Class 21 contains 162103 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975448.000000 Penalty: 43433.996094
Iteration 308Q: 20 clusters Score -1.279754e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 21471 members 
Mstep: Class 3 contains 144100 members 
Mstep: Class 4 contains 45010 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59705 members 
Mstep: Class 10 contains 86388 members 
Mstep: Class 11 contains 68645 members 
Mstep: Class 12 contains 165161 members 
Mstep: Class 13 contains 163267 members 
Mstep: Class 14 contains 16402 members 
Mstep: Class 15 contains 23481 members 
Mstep: Class 16 contains 14053 members 
Mstep: Class 17 contains 2422 members 
Mstep: Class 18 contains 141766 members 
Mstep: Class 20 contains 149212 members 
Mstep: Class 21 contains 162104 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975392.000000 Penalty: 43433.996094
Iteration 309Q: 20 clusters Score -1.279754e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 21467 members 
Mstep: Class 3 contains 144083 members 
Mstep: Class 4 contains 45008 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59703 members 
Mstep: Class 10 contains 86397 members 
Mstep: Class 11 contains 68642 members 
Mstep: Class 12 contains 165158 members 
Mstep: Class 13 contains 163274 members 
Mstep: Class 14 contains 16401 members 
Mstep: Class 15 contains 23475 members 
Mstep: Class 16 contains 14057 members 
Mstep: Class 17 contains 2422 members 
Mstep: Class 18 contains 141790 members 
Mstep: Class 20 contains 149212 members 
Mstep: Class 21 contains 162100 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975352.000000 Penalty: 43433.996094
Iteration 310Q: 20 clusters Score -1.279754e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 21461 members 
Mstep: Class 3 contains 144079 members 
Mstep: Class 4 contains 45004 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16571 members 
Mstep: Class 9 contains 59701 members 
Mstep: Class 10 contains 86402 members 
Mstep: Class 11 contains 68638 members 
Mstep: Class 12 contains 165160 members 
Mstep: Class 13 contains 163278 members 
Mstep: Class 14 contains 16393 members 
Mstep: Class 15 contains 23469 members 
Mstep: Class 16 contains 14064 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141800 members 
Mstep: Class 20 contains 149213 members 
Mstep: Class 21 contains 162107 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975392.000000 Penalty: 43433.996094
Iteration 311Q: 20 clusters Score -1.279754e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 21456 members 
Mstep: Class 3 contains 144074 members 
Mstep: Class 4 contains 45004 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16571 members 
Mstep: Class 9 contains 59702 members 
Mstep: Class 10 contains 86407 members 
Mstep: Class 11 contains 68638 members 
Mstep: Class 12 contains 165158 members 
Mstep: Class 13 contains 163279 members 
Mstep: Class 14 contains 16388 members 
Mstep: Class 15 contains 23463 members 
Mstep: Class 16 contains 14069 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 18 contains 141809 members 
Mstep: Class 20 contains 149216 members 
Mstep: Class 21 contains 162107 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975504.000000 Penalty: 43433.996094
Iteration 312Q: 20 clusters Score -1.279755e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 21453 members 
Mstep: Class 3 contains 144066 members 
Mstep: Class 4 contains 45001 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16570 members 
Mstep: Class 9 contains 59701 members 
Mstep: Class 10 contains 86407 members 
Mstep: Class 11 contains 68638 members 
Mstep: Class 12 contains 165157 members 
Mstep: Class 13 contains 163280 members 
Mstep: Class 14 contains 16384 members 
Mstep: Class 15 contains 23465 members 
Mstep: Class 16 contains 14075 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 18 contains 141823 members 
Mstep: Class 20 contains 149218 members 
Mstep: Class 21 contains 162103 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975440.000000 Penalty: 43433.996094
Iteration 313Q: 20 clusters Score -1.279754e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 21449 members 
Mstep: Class 3 contains 144064 members 
Mstep: Class 4 contains 45002 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16570 members 
Mstep: Class 9 contains 59698 members 
Mstep: Class 10 contains 86408 members 
Mstep: Class 11 contains 68638 members 
Mstep: Class 12 contains 165153 members 
Mstep: Class 13 contains 163282 members 
Mstep: Class 14 contains 16379 members 
Mstep: Class 15 contains 23470 members 
Mstep: Class 16 contains 14082 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 18 contains 141824 members 
Mstep: Class 20 contains 149219 members 
Mstep: Class 21 contains 162103 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975424.000000 Penalty: 43433.996094
Iteration 314Q: 20 clusters Score -1.279754e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 21444 members 
Mstep: Class 3 contains 144060 members 
Mstep: Class 4 contains 45007 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16570 members 
Mstep: Class 9 contains 59696 members 
Mstep: Class 10 contains 86404 members 
Mstep: Class 11 contains 68637 members 
Mstep: Class 12 contains 165154 members 
Mstep: Class 13 contains 163279 members 
Mstep: Class 14 contains 16379 members 
Mstep: Class 15 contains 23472 members 
Mstep: Class 16 contains 14085 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 18 contains 141832 members 
Mstep: Class 20 contains 149220 members 
Mstep: Class 21 contains 162102 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975464.000000 Penalty: 43433.996094
Iteration 315Q: 20 clusters Score -1.279755e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 21440 members 
Mstep: Class 3 contains 144059 members 
Mstep: Class 4 contains 45007 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16570 members 
Mstep: Class 9 contains 59695 members 
Mstep: Class 10 contains 86405 members 
Mstep: Class 11 contains 68636 members 
Mstep: Class 12 contains 165152 members 
Mstep: Class 13 contains 163277 members 
Mstep: Class 14 contains 16377 members 
Mstep: Class 15 contains 23467 members 
Mstep: Class 16 contains 14088 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 18 contains 141844 members 
Mstep: Class 20 contains 149222 members 
Mstep: Class 21 contains 162102 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975408.000000 Penalty: 43433.996094
Iteration 316Q: 20 clusters Score -1.279754e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 21439 members 
Mstep: Class 3 contains 144055 members 
Mstep: Class 4 contains 45007 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16570 members 
Mstep: Class 9 contains 59695 members 
Mstep: Class 10 contains 86407 members 
Mstep: Class 11 contains 68633 members 
Mstep: Class 12 contains 165154 members 
Mstep: Class 13 contains 163280 members 
Mstep: Class 14 contains 16376 members 
Mstep: Class 15 contains 23460 members 
Mstep: Class 16 contains 14091 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 18 contains 141858 members 
Mstep: Class 20 contains 149224 members 
Mstep: Class 21 contains 162093 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975384.000000 Penalty: 43433.996094
Iteration 317Q: 20 clusters Score -1.279754e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 21434 members 
Mstep: Class 3 contains 144049 members 
Mstep: Class 4 contains 45008 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16570 members 
Mstep: Class 9 contains 59695 members 
Mstep: Class 10 contains 86406 members 
Mstep: Class 11 contains 68632 members 
Mstep: Class 12 contains 165153 members 
Mstep: Class 13 contains 163279 members 
Mstep: Class 14 contains 16373 members 
Mstep: Class 15 contains 23464 members 
Mstep: Class 16 contains 14094 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141865 members 
Mstep: Class 20 contains 149225 members 
Mstep: Class 21 contains 162092 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975432.000000 Penalty: 43433.996094
Iteration 318Q: 20 clusters Score -1.279754e+08 nChanged 74
Entering ConstructFrom: 
Score: -127975432.000000 Penalty: 43433.996094
Entering ConstructFrom: 
Trying to split cluster 1 (3373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Entering Unmasked Estep 
Score: -311936.406250 Penalty: 1320.078125
	Iteration 0F: 2 clusters Score -311936.4 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 1734 members 
Entering Unmasked Estep 
Score: -309046.843750 Penalty: 2640.156250
	Iteration 0F: 3 clusters Score -309046.8 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -309806.250000 Penalty: 2640.156250
	Iteration 1F: 3 clusters Score -309806.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -309974.250000 Penalty: 2640.156250
	Iteration 2F: 3 clusters Score -309974.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -310100.593750 Penalty: 2640.156250
	Iteration 3F: 3 clusters Score -310100.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -310197.343750 Penalty: 2640.156250
	Iteration 4Q: 3 clusters Score -310197.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -310305.781250 Penalty: 2640.156250
	Iteration 5Q: 3 clusters Score -310305.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -310389.125000 Penalty: 2640.156250
	Iteration 6Q: 3 clusters Score -310389.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -310469.687500 Penalty: 2640.156250
	Iteration 7Q: 3 clusters Score -310469.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -310583.250000 Penalty: 2640.156250
	Iteration 8Q: 3 clusters Score -310583.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -310694.125000 Penalty: 2640.156250
	Iteration 9Q: 3 clusters Score -310694.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -310819.187500 Penalty: 2640.156250
	Iteration 10Q: 3 clusters Score -310819.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -310931.437500 Penalty: 2640.156250
	Iteration 11Q: 3 clusters Score -310931.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -310997.781250 Penalty: 2640.156250
	Iteration 12Q: 3 clusters Score -310997.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -311049.062500 Penalty: 2640.156250
	Iteration 13Q: 3 clusters Score -311049.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -311088.937500 Penalty: 2640.156250
	Iteration 14Q: 3 clusters Score -311088.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -311124.281250 Penalty: 2640.156250
	Iteration 15Q: 3 clusters Score -311124.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -311149.843750 Penalty: 2640.156250
	Iteration 16Q: 3 clusters Score -311149.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -311171.968750 Penalty: 2640.156250
	Iteration 17Q: 3 clusters Score -311172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -311197.250000 Penalty: 2640.156250
	Iteration 18Q: 3 clusters Score -311197.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -311221.062500 Penalty: 2640.156250
	Iteration 19Q: 3 clusters Score -311221.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -311258.312500 Penalty: 2640.156250
	Iteration 20F: 3 clusters Score -311258.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -311300.187500 Penalty: 2640.156250
	Iteration 21Q: 3 clusters Score -311300.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -311339.687500 Penalty: 2640.156250
	Iteration 22Q: 3 clusters Score -311339.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -311370.000000 Penalty: 2640.156250
	Iteration 23Q: 3 clusters Score -311370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -311394.156250 Penalty: 2640.156250
	Iteration 24Q: 3 clusters Score -311394.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -311419.000000 Penalty: 2640.156250
	Iteration 25Q: 3 clusters Score -311419 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -311451.687500 Penalty: 2640.156250
	Iteration 26Q: 3 clusters Score -311451.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -311494.718750 Penalty: 2640.156250
	Iteration 27Q: 3 clusters Score -311494.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -311554.718750 Penalty: 2640.156250
	Iteration 28Q: 3 clusters Score -311554.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -311604.968750 Penalty: 2640.156250
	Iteration 29Q: 3 clusters Score -311605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -311631.937500 Penalty: 2640.156250
	Iteration 30Q: 3 clusters Score -311631.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -311643.343750 Penalty: 2640.156250
	Iteration 31Q: 3 clusters Score -311643.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -311646.750000 Penalty: 2640.156250
	Iteration 32Q: 3 clusters Score -311646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -311647.937500 Penalty: 2640.156250
	Iteration 33Q: 3 clusters Score -311647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -311649.437500 Penalty: 2640.156250
	Iteration 34Q: 3 clusters Score -311649.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -311649.437500 Penalty: 2640.156250
	Iteration 35F: 3 clusters Score -311649.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Entering Unmasked Estep 
Score: -2080507.125000 Penalty: 1620.531372
	Iteration 0F: 2 clusters Score -2080507 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 10657 members 
Entering Unmasked Estep 
Score: -2065809.500000 Penalty: 3241.062744
	Iteration 0F: 3 clusters Score -2065810 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2071125.500000 Penalty: 3241.062744
	Iteration 1F: 3 clusters Score -2071126 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2071440.250000 Penalty: 3241.062744
	Iteration 2Q: 3 clusters Score -2071440 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2071731.750000 Penalty: 3241.062744
	Iteration 3Q: 3 clusters Score -2071732 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2072062.750000 Penalty: 3241.062744
	Iteration 4Q: 3 clusters Score -2072063 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2072460.625000 Penalty: 3241.062744
	Iteration 5Q: 3 clusters Score -2072461 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2072931.750000 Penalty: 3241.062744
	Iteration 6Q: 3 clusters Score -2072932 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2073448.375000 Penalty: 3241.062744
	Iteration 7Q: 3 clusters Score -2073448 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2074006.000000 Penalty: 3241.062744
	Iteration 8Q: 3 clusters Score -2074006 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2074546.000000 Penalty: 3241.062744
	Iteration 9Q: 3 clusters Score -2074546 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2075071.000000 Penalty: 3241.062744
	Iteration 10Q: 3 clusters Score -2075071 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2075495.125000 Penalty: 3241.062744
	Iteration 11Q: 3 clusters Score -2075495 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2075843.125000 Penalty: 3241.062744
	Iteration 12Q: 3 clusters Score -2075843 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2076106.500000 Penalty: 3241.062744
	Iteration 13Q: 3 clusters Score -2076106 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2076331.250000 Penalty: 3241.062744
	Iteration 14Q: 3 clusters Score -2076331 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2076524.500000 Penalty: 3241.062744
	Iteration 15Q: 3 clusters Score -2076524 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2076730.250000 Penalty: 3241.062744
	Iteration 16Q: 3 clusters Score -2076730 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2076975.500000 Penalty: 3241.062744
	Iteration 17Q: 3 clusters Score -2076976 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2077220.500000 Penalty: 3241.062744
	Iteration 18Q: 3 clusters Score -2077220 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2077501.375000 Penalty: 3241.062744
	Iteration 19Q: 3 clusters Score -2077501 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2077780.750000 Penalty: 3241.062744
	Iteration 20F: 3 clusters Score -2077781 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2078052.500000 Penalty: 3241.062744
	Iteration 21Q: 3 clusters Score -2078052 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2078253.875000 Penalty: 3241.062744
	Iteration 22Q: 3 clusters Score -2078254 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2078419.625000 Penalty: 3241.062744
	Iteration 23Q: 3 clusters Score -2078420 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2078540.250000 Penalty: 3241.062744
	Iteration 24Q: 3 clusters Score -2078540 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2078660.250000 Penalty: 3241.062744
	Iteration 25Q: 3 clusters Score -2078660 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2078761.625000 Penalty: 3241.062744
	Iteration 26Q: 3 clusters Score -2078762 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2078842.500000 Penalty: 3241.062744
	Iteration 27Q: 3 clusters Score -2078842 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2078911.125000 Penalty: 3241.062744
	Iteration 28Q: 3 clusters Score -2078911 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2078966.250000 Penalty: 3241.062744
	Iteration 29Q: 3 clusters Score -2078966 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2079010.625000 Penalty: 3241.062744
	Iteration 30Q: 3 clusters Score -2079011 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2079046.250000 Penalty: 3241.062744
	Iteration 31Q: 3 clusters Score -2079046 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2079064.625000 Penalty: 3241.062744
	Iteration 32Q: 3 clusters Score -2079065 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2079083.500000 Penalty: 3241.062744
	Iteration 33Q: 3 clusters Score -2079084 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2079105.000000 Penalty: 3241.062744
	Iteration 34Q: 3 clusters Score -2079105 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2079124.000000 Penalty: 3241.062744
	Iteration 35Q: 3 clusters Score -2079124 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2079141.750000 Penalty: 3241.062744
	Iteration 36Q: 3 clusters Score -2079142 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2079164.250000 Penalty: 3241.062744
	Iteration 37Q: 3 clusters Score -2079164 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2079184.750000 Penalty: 3241.062744
	Iteration 38Q: 3 clusters Score -2079185 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2079204.125000 Penalty: 3241.062744
	Iteration 39Q: 3 clusters Score -2079204 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2079211.750000 Penalty: 3241.062744
	Iteration 40F: 3 clusters Score -2079212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2079225.375000 Penalty: 3241.062744
	Iteration 41Q: 3 clusters Score -2079225 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2079228.250000 Penalty: 3241.062744
	Iteration 42Q: 3 clusters Score -2079228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2079241.125000 Penalty: 3241.062744
	Iteration 43Q: 3 clusters Score -2079241 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2079244.625000 Penalty: 3241.062744
	Iteration 44Q: 3 clusters Score -2079245 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2079256.125000 Penalty: 3241.062744
	Iteration 45Q: 3 clusters Score -2079256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2079260.000000 Penalty: 3241.062744
	Iteration 46Q: 3 clusters Score -2079260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2079263.500000 Penalty: 3241.062744
	Iteration 47Q: 3 clusters Score -2079264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2079272.875000 Penalty: 3241.062744
	Iteration 48Q: 3 clusters Score -2079273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2079277.500000 Penalty: 3241.062744
	Iteration 49Q: 3 clusters Score -2079278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2079276.875000 Penalty: 3241.062744
	Iteration 50Q: 3 clusters Score -2079277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2079286.500000 Penalty: 3241.062744
	Iteration 51Q: 3 clusters Score -2079286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2079287.625000 Penalty: 3241.062744
	Iteration 52Q: 3 clusters Score -2079288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2079290.375000 Penalty: 3241.062744
	Iteration 53Q: 3 clusters Score -2079290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2079294.500000 Penalty: 3241.062744
	Iteration 54Q: 3 clusters Score -2079294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2079297.750000 Penalty: 3241.062744
	Iteration 55Q: 3 clusters Score -2079298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2079302.250000 Penalty: 3241.062744
	Iteration 56Q: 3 clusters Score -2079302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2079304.500000 Penalty: 3241.062744
	Iteration 57Q: 3 clusters Score -2079304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2079306.125000 Penalty: 3241.062744
	Iteration 58Q: 3 clusters Score -2079306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2079309.125000 Penalty: 3241.062744
	Iteration 59Q: 3 clusters Score -2079309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2079309.875000 Penalty: 3241.062744
	Iteration 60F: 3 clusters Score -2079310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2079314.625000 Penalty: 3241.062744
	Iteration 61Q: 3 clusters Score -2079315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2079314.125000 Penalty: 3241.062744
	Iteration 62Q: 3 clusters Score -2079314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2079318.250000 Penalty: 3241.062744
	Iteration 63Q: 3 clusters Score -2079318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2079316.750000 Penalty: 3241.062744
	Iteration 64Q: 3 clusters Score -2079317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2079319.250000 Penalty: 3241.062744
	Iteration 65Q: 3 clusters Score -2079319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2079322.500000 Penalty: 3241.062744
	Iteration 66Q: 3 clusters Score -2079322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2079322.750000 Penalty: 3241.062744
	Iteration 67Q: 3 clusters Score -2079323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2079323.750000 Penalty: 3241.062744
	Iteration 68Q: 3 clusters Score -2079324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2079325.500000 Penalty: 3241.062744
	Iteration 69Q: 3 clusters Score -2079326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2079325.875000 Penalty: 3241.062744
	Iteration 70Q: 3 clusters Score -2079326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2079325.750000 Penalty: 3241.062744
	Iteration 71Q: 3 clusters Score -2079326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2079326.125000 Penalty: 3241.062744
	Iteration 72Q: 3 clusters Score -2079326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2079326.125000 Penalty: 3241.062744
	Iteration 73F: 3 clusters Score -2079326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (144044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144044 members 
Entering Unmasked Estep 
Score: -14716898.000000 Penalty: 1930.154541
	Iteration 0F: 2 clusters Score -1.47169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72182 members 
Mstep: Class 2 contains 71862 members 
Entering Unmasked Estep 
Score: -14621854.000000 Penalty: 3860.309082
	Iteration 0F: 3 clusters Score -1.462185e+07 nChanged 69476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76152 members 
Mstep: Class 2 contains 67892 members 
Entering Unmasked Estep 
Score: -14662656.000000 Penalty: 3860.309082
	Iteration 1F: 3 clusters Score -1.466266e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78740 members 
Mstep: Class 2 contains 65304 members 
Entering Unmasked Estep 
Score: -14664196.000000 Penalty: 3860.309082
	Iteration 2Q: 3 clusters Score -1.46642e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82500 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -14666166.000000 Penalty: 3860.309082
	Iteration 3Q: 3 clusters Score -1.466617e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87937 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -14669398.000000 Penalty: 3860.309082
	Iteration 4Q: 3 clusters Score -1.46694e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95353 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -14674522.000000 Penalty: 3860.309082
	Iteration 5F: 3 clusters Score -1.467452e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104526 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -14681432.000000 Penalty: 3860.309082
	Iteration 6F: 3 clusters Score -1.468143e+07 nChanged 10349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114731 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -14689884.000000 Penalty: 3860.309082
	Iteration 7F: 3 clusters Score -1.468988e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124649 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -14698427.000000 Penalty: 3860.309082
	Iteration 8F: 3 clusters Score -1.469843e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132550 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -14705518.000000 Penalty: 3860.309082
	Iteration 9F: 3 clusters Score -1.470552e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137813 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -14710317.000000 Penalty: 3860.309082
	Iteration 10Q: 3 clusters Score -1.471032e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140766 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -14712818.000000 Penalty: 3860.309082
	Iteration 11Q: 3 clusters Score -1.471282e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142231 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -14714122.000000 Penalty: 3860.309082
	Iteration 12Q: 3 clusters Score -1.471412e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142927 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -14714616.000000 Penalty: 3860.309082
	Iteration 13Q: 3 clusters Score -1.471462e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143269 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -14714856.000000 Penalty: 3860.309082
	Iteration 14Q: 3 clusters Score -1.471486e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143436 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -14715043.000000 Penalty: 3860.309082
	Iteration 15Q: 3 clusters Score -1.471504e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143528 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -14715106.000000 Penalty: 3860.309082
	Iteration 16Q: 3 clusters Score -1.471511e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143574 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -14715166.000000 Penalty: 3860.309082
	Iteration 17Q: 3 clusters Score -1.471517e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143596 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -14715194.000000 Penalty: 3860.309082
	Iteration 18Q: 3 clusters Score -1.471519e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143616 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -14715224.000000 Penalty: 3860.309082
	Iteration 19Q: 3 clusters Score -1.471522e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143637 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -14715253.000000 Penalty: 3860.309082
	Iteration 20F: 3 clusters Score -1.471525e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143640 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -14715267.000000 Penalty: 3860.309082
	Iteration 21Q: 3 clusters Score -1.471527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143643 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -14715279.000000 Penalty: 3860.309082
	Iteration 22Q: 3 clusters Score -1.471528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143642 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -14715278.000000 Penalty: 3860.309082
	Iteration 23Q: 3 clusters Score -1.471528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143643 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -14715265.000000 Penalty: 3860.309082
	Iteration 24Q: 3 clusters Score -1.471526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143645 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -14715271.000000 Penalty: 3860.309082
	Iteration 25Q: 3 clusters Score -1.471527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143643 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -14715286.000000 Penalty: 3860.309082
	Iteration 26Q: 3 clusters Score -1.471529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143647 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -14715290.000000 Penalty: 3860.309082
	Iteration 27Q: 3 clusters Score -1.471529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143648 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -14715299.000000 Penalty: 3860.309082
	Iteration 28Q: 3 clusters Score -1.47153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143649 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -14715290.000000 Penalty: 3860.309082
	Iteration 29Q: 3 clusters Score -1.471529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143650 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -14715296.000000 Penalty: 3860.309082
	Iteration 30Q: 3 clusters Score -1.47153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143654 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -14715310.000000 Penalty: 3860.309082
	Iteration 31Q: 3 clusters Score -1.471531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143656 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -14715317.000000 Penalty: 3860.309082
	Iteration 32Q: 3 clusters Score -1.471532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143654 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -14715311.000000 Penalty: 3860.309082
	Iteration 33Q: 3 clusters Score -1.471531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143654 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -14715321.000000 Penalty: 3860.309082
	Iteration 34Q: 3 clusters Score -1.471532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143655 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -14715323.000000 Penalty: 3860.309082
	Iteration 35Q: 3 clusters Score -1.471532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143655 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -14715323.000000 Penalty: 3860.309082
	Iteration 36F: 3 clusters Score -1.471532e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Entering Unmasked Estep 
Score: -4579603.000000 Penalty: 1741.132690
	Iteration 0F: 2 clusters Score -4579603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -4549435.500000 Penalty: 3482.265381
	Iteration 0F: 3 clusters Score -4549436 nChanged 20960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -4561127.500000 Penalty: 3482.265381
	Iteration 1F: 3 clusters Score -4561128 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -4561652.000000 Penalty: 3482.265381
	Iteration 2Q: 3 clusters Score -4561652 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -4562349.500000 Penalty: 3482.265381
	Iteration 3Q: 3 clusters Score -4562350 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -4563120.500000 Penalty: 3482.265381
	Iteration 4Q: 3 clusters Score -4563120 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -4564063.500000 Penalty: 3482.265381
	Iteration 5F: 3 clusters Score -4564064 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -4565258.000000 Penalty: 3482.265381
	Iteration 6F: 3 clusters Score -4565258 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -4566656.000000 Penalty: 3482.265381
	Iteration 7F: 3 clusters Score -4566656 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -4568395.500000 Penalty: 3482.265381
	Iteration 8F: 3 clusters Score -4568396 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -4570480.000000 Penalty: 3482.265381
	Iteration 9F: 3 clusters Score -4570480 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -4572720.500000 Penalty: 3482.265381
	Iteration 10F: 3 clusters Score -4572720 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -4574611.000000 Penalty: 3482.265381
	Iteration 11Q: 3 clusters Score -4574611 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -4575903.000000 Penalty: 3482.265381
	Iteration 12Q: 3 clusters Score -4575903 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4576675.000000 Penalty: 3482.265381
	Iteration 13Q: 3 clusters Score -4576675 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4577170.000000 Penalty: 3482.265381
	Iteration 14Q: 3 clusters Score -4577170 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4577480.500000 Penalty: 3482.265381
	Iteration 15Q: 3 clusters Score -4577480 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4577672.500000 Penalty: 3482.265381
	Iteration 16Q: 3 clusters Score -4577672 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4577793.500000 Penalty: 3482.265381
	Iteration 17Q: 3 clusters Score -4577794 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4577868.500000 Penalty: 3482.265381
	Iteration 18Q: 3 clusters Score -4577868 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4577931.000000 Penalty: 3482.265381
	Iteration 19Q: 3 clusters Score -4577931 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4577958.000000 Penalty: 3482.265381
	Iteration 20F: 3 clusters Score -4577958 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4577978.000000 Penalty: 3482.265381
	Iteration 21Q: 3 clusters Score -4577978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4577987.000000 Penalty: 3482.265381
	Iteration 22Q: 3 clusters Score -4577987 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4578006.000000 Penalty: 3482.265381
	Iteration 23Q: 3 clusters Score -4578006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4578014.000000 Penalty: 3482.265381
	Iteration 24Q: 3 clusters Score -4578014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4578029.000000 Penalty: 3482.265381
	Iteration 25Q: 3 clusters Score -4578029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4578033.500000 Penalty: 3482.265381
	Iteration 26Q: 3 clusters Score -4578034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4578042.000000 Penalty: 3482.265381
	Iteration 27Q: 3 clusters Score -4578042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4578053.500000 Penalty: 3482.265381
	Iteration 28Q: 3 clusters Score -4578054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4578059.000000 Penalty: 3482.265381
	Iteration 29Q: 3 clusters Score -4578059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4578068.500000 Penalty: 3482.265381
	Iteration 30Q: 3 clusters Score -4578068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4578061.000000 Penalty: 3482.265381
	Iteration 31Q: 3 clusters Score -4578061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4578071.500000 Penalty: 3482.265381
	Iteration 32Q: 3 clusters Score -4578072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4578075.000000 Penalty: 3482.265381
	Iteration 33Q: 3 clusters Score -4578075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4578082.500000 Penalty: 3482.265381
	Iteration 34Q: 3 clusters Score -4578082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4578084.000000 Penalty: 3482.265381
	Iteration 35Q: 3 clusters Score -4578084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4578085.500000 Penalty: 3482.265381
	Iteration 36Q: 3 clusters Score -4578086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4578085.500000 Penalty: 3482.265381
	Iteration 37F: 3 clusters Score -4578086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Entering Unmasked Estep 
Score: -285309.562500 Penalty: 1285.351685
	Iteration 0F: 2 clusters Score -285309.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -282801.093750 Penalty: 2570.703369
	Iteration 0F: 3 clusters Score -282801.1 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -283341.593750 Penalty: 2570.703369
	Iteration 1F: 3 clusters Score -283341.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -283458.093750 Penalty: 2570.703369
	Iteration 2F: 3 clusters Score -283458.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -283516.781250 Penalty: 2570.703369
	Iteration 3Q: 3 clusters Score -283516.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -283555.906250 Penalty: 2570.703369
	Iteration 4Q: 3 clusters Score -283555.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -283586.031250 Penalty: 2570.703369
	Iteration 5Q: 3 clusters Score -283586 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -283612.343750 Penalty: 2570.703369
	Iteration 6Q: 3 clusters Score -283612.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -283630.281250 Penalty: 2570.703369
	Iteration 7Q: 3 clusters Score -283630.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -283643.718750 Penalty: 2570.703369
	Iteration 8Q: 3 clusters Score -283643.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -283656.937500 Penalty: 2570.703369
	Iteration 9Q: 3 clusters Score -283656.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -283664.812500 Penalty: 2570.703369
	Iteration 10Q: 3 clusters Score -283664.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -283672.156250 Penalty: 2570.703369
	Iteration 11Q: 3 clusters Score -283672.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -283681.750000 Penalty: 2570.703369
	Iteration 12Q: 3 clusters Score -283681.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -283692.531250 Penalty: 2570.703369
	Iteration 13Q: 3 clusters Score -283692.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -283705.687500 Penalty: 2570.703369
	Iteration 14Q: 3 clusters Score -283705.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -283715.718750 Penalty: 2570.703369
	Iteration 15Q: 3 clusters Score -283715.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -283729.250000 Penalty: 2570.703369
	Iteration 16Q: 3 clusters Score -283729.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -283748.750000 Penalty: 2570.703369
	Iteration 17Q: 3 clusters Score -283748.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -283762.031250 Penalty: 2570.703369
	Iteration 18Q: 3 clusters Score -283762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -283772.343750 Penalty: 2570.703369
	Iteration 19Q: 3 clusters Score -283772.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -283779.156250 Penalty: 2570.703369
	Iteration 20F: 3 clusters Score -283779.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -283785.312500 Penalty: 2570.703369
	Iteration 21Q: 3 clusters Score -283785.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -283788.875000 Penalty: 2570.703369
	Iteration 22Q: 3 clusters Score -283788.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -283795.093750 Penalty: 2570.703369
	Iteration 23Q: 3 clusters Score -283795.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -283802.406250 Penalty: 2570.703369
	Iteration 24Q: 3 clusters Score -283802.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -283808.093750 Penalty: 2570.703369
	Iteration 25Q: 3 clusters Score -283808.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -283813.187500 Penalty: 2570.703369
	Iteration 26Q: 3 clusters Score -283813.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -283819.281250 Penalty: 2570.703369
	Iteration 27Q: 3 clusters Score -283819.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -283827.750000 Penalty: 2570.703369
	Iteration 28Q: 3 clusters Score -283827.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -283839.187500 Penalty: 2570.703369
	Iteration 29Q: 3 clusters Score -283839.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -283844.718750 Penalty: 2570.703369
	Iteration 30Q: 3 clusters Score -283844.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -283849.906250 Penalty: 2570.703369
	Iteration 31Q: 3 clusters Score -283849.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -283857.031250 Penalty: 2570.703369
	Iteration 32Q: 3 clusters Score -283857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -283864.156250 Penalty: 2570.703369
	Iteration 33Q: 3 clusters Score -283864.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -283869.843750 Penalty: 2570.703369
	Iteration 34Q: 3 clusters Score -283869.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -283876.406250 Penalty: 2570.703369
	Iteration 35Q: 3 clusters Score -283876.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -283885.687500 Penalty: 2570.703369
	Iteration 36Q: 3 clusters Score -283885.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -283895.000000 Penalty: 2570.703369
	Iteration 37Q: 3 clusters Score -283895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -283905.906250 Penalty: 2570.703369
	Iteration 38Q: 3 clusters Score -283905.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -283916.375000 Penalty: 2570.703369
	Iteration 39Q: 3 clusters Score -283916.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -283929.062500 Penalty: 2570.703369
	Iteration 40F: 3 clusters Score -283929.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -283943.062500 Penalty: 2570.703369
	Iteration 41Q: 3 clusters Score -283943.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -283957.437500 Penalty: 2570.703369
	Iteration 42Q: 3 clusters Score -283957.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -283968.875000 Penalty: 2570.703369
	Iteration 43Q: 3 clusters Score -283968.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -283984.031250 Penalty: 2570.703369
	Iteration 44Q: 3 clusters Score -283984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -283994.218750 Penalty: 2570.703369
	Iteration 45Q: 3 clusters Score -283994.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -284003.187500 Penalty: 2570.703369
	Iteration 46Q: 3 clusters Score -284003.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -284015.843750 Penalty: 2570.703369
	Iteration 47Q: 3 clusters Score -284015.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -284031.062500 Penalty: 2570.703369
	Iteration 48Q: 3 clusters Score -284031.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -284040.687500 Penalty: 2570.703369
	Iteration 49Q: 3 clusters Score -284040.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -284051.468750 Penalty: 2570.703369
	Iteration 50Q: 3 clusters Score -284051.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -284064.906250 Penalty: 2570.703369
	Iteration 51Q: 3 clusters Score -284064.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -284078.718750 Penalty: 2570.703369
	Iteration 52Q: 3 clusters Score -284078.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -284092.312500 Penalty: 2570.703369
	Iteration 53Q: 3 clusters Score -284092.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -284104.593750 Penalty: 2570.703369
	Iteration 54Q: 3 clusters Score -284104.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -284115.781250 Penalty: 2570.703369
	Iteration 55Q: 3 clusters Score -284115.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -284122.562500 Penalty: 2570.703369
	Iteration 56Q: 3 clusters Score -284122.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -284128.156250 Penalty: 2570.703369
	Iteration 57Q: 3 clusters Score -284128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -284128.593750 Penalty: 2570.703369
	Iteration 58Q: 3 clusters Score -284128.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -284128.937500 Penalty: 2570.703369
	Iteration 59Q: 3 clusters Score -284128.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -284128.937500 Penalty: 2570.703369
	Iteration 60F: 3 clusters Score -284128.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Entering Unmasked Estep 
Score: -1708795.250000 Penalty: 1578.754028
	Iteration 0F: 2 clusters Score -1708795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1697371.750000 Penalty: 3157.508057
	Iteration 0F: 3 clusters Score -1697372 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1701424.875000 Penalty: 3157.508057
	Iteration 1F: 3 clusters Score -1701425 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1701840.375000 Penalty: 3157.508057
	Iteration 2F: 3 clusters Score -1701840 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1702263.125000 Penalty: 3157.508057
	Iteration 3F: 3 clusters Score -1702263 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1702720.500000 Penalty: 3157.508057
	Iteration 4Q: 3 clusters Score -1702720 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1703245.125000 Penalty: 3157.508057
	Iteration 5Q: 3 clusters Score -1703245 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1703866.250000 Penalty: 3157.508057
	Iteration 6F: 3 clusters Score -1703866 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1704548.000000 Penalty: 3157.508057
	Iteration 7F: 3 clusters Score -1704548 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1705159.250000 Penalty: 3157.508057
	Iteration 8Q: 3 clusters Score -1705159 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1705722.875000 Penalty: 3157.508057
	Iteration 9Q: 3 clusters Score -1705723 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1706188.000000 Penalty: 3157.508057
	Iteration 10Q: 3 clusters Score -1706188 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1706541.875000 Penalty: 3157.508057
	Iteration 11Q: 3 clusters Score -1706542 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1706824.750000 Penalty: 3157.508057
	Iteration 12Q: 3 clusters Score -1706825 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1706983.250000 Penalty: 3157.508057
	Iteration 13Q: 3 clusters Score -1706983 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1707100.375000 Penalty: 3157.508057
	Iteration 14Q: 3 clusters Score -1707100 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1707175.500000 Penalty: 3157.508057
	Iteration 15Q: 3 clusters Score -1707176 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1707232.625000 Penalty: 3157.508057
	Iteration 16Q: 3 clusters Score -1707233 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1707282.250000 Penalty: 3157.508057
	Iteration 17Q: 3 clusters Score -1707282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -1707318.500000 Penalty: 3157.508057
	Iteration 18Q: 3 clusters Score -1707318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1707341.000000 Penalty: 3157.508057
	Iteration 19Q: 3 clusters Score -1707341 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1707363.875000 Penalty: 3157.508057
	Iteration 20F: 3 clusters Score -1707364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -1707383.125000 Penalty: 3157.508057
	Iteration 21Q: 3 clusters Score -1707383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -1707401.500000 Penalty: 3157.508057
	Iteration 22Q: 3 clusters Score -1707402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1707416.125000 Penalty: 3157.508057
	Iteration 23Q: 3 clusters Score -1707416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -1707426.875000 Penalty: 3157.508057
	Iteration 24Q: 3 clusters Score -1707427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1707433.250000 Penalty: 3157.508057
	Iteration 25Q: 3 clusters Score -1707433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -1707441.250000 Penalty: 3157.508057
	Iteration 26Q: 3 clusters Score -1707441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1707446.375000 Penalty: 3157.508057
	Iteration 27Q: 3 clusters Score -1707446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1707453.000000 Penalty: 3157.508057
	Iteration 28Q: 3 clusters Score -1707453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -1707461.125000 Penalty: 3157.508057
	Iteration 29Q: 3 clusters Score -1707461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -1707462.750000 Penalty: 3157.508057
	Iteration 30Q: 3 clusters Score -1707463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -1707465.500000 Penalty: 3157.508057
	Iteration 31Q: 3 clusters Score -1707466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1707468.125000 Penalty: 3157.508057
	Iteration 32Q: 3 clusters Score -1707468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1707470.750000 Penalty: 3157.508057
	Iteration 33Q: 3 clusters Score -1707471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1707473.875000 Penalty: 3157.508057
	Iteration 34Q: 3 clusters Score -1707474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -1707478.000000 Penalty: 3157.508057
	Iteration 35Q: 3 clusters Score -1707478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1707478.625000 Penalty: 3157.508057
	Iteration 36Q: 3 clusters Score -1707479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1707478.375000 Penalty: 3157.508057
	Iteration 37Q: 3 clusters Score -1707478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1707479.125000 Penalty: 3157.508057
	Iteration 38Q: 3 clusters Score -1707479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -1707482.125000 Penalty: 3157.508057
	Iteration 39Q: 3 clusters Score -1707482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1707483.500000 Penalty: 3157.508057
	Iteration 40F: 3 clusters Score -1707484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1707487.375000 Penalty: 3157.508057
	Iteration 41Q: 3 clusters Score -1707487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -1707492.000000 Penalty: 3157.508057
	Iteration 42Q: 3 clusters Score -1707492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -1707495.625000 Penalty: 3157.508057
	Iteration 43Q: 3 clusters Score -1707496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1707494.000000 Penalty: 3157.508057
	Iteration 44Q: 3 clusters Score -1707494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1707497.500000 Penalty: 3157.508057
	Iteration 45Q: 3 clusters Score -1707498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -1707498.250000 Penalty: 3157.508057
	Iteration 46Q: 3 clusters Score -1707498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -1707499.500000 Penalty: 3157.508057
	Iteration 47Q: 3 clusters Score -1707500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -1707501.375000 Penalty: 3157.508057
	Iteration 48Q: 3 clusters Score -1707501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -1707502.250000 Penalty: 3157.508057
	Iteration 49Q: 3 clusters Score -1707502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1707505.750000 Penalty: 3157.508057
	Iteration 50Q: 3 clusters Score -1707506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1707507.750000 Penalty: 3157.508057
	Iteration 51Q: 3 clusters Score -1707508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1707507.375000 Penalty: 3157.508057
	Iteration 52Q: 3 clusters Score -1707507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1707508.375000 Penalty: 3157.508057
	Iteration 53Q: 3 clusters Score -1707508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1707508.375000 Penalty: 3157.508057
	Iteration 54F: 3 clusters Score -1707508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59698 members 
Entering Unmasked Estep 
Score: -6076688.500000 Penalty: 1787.021240
	Iteration 0F: 2 clusters Score -6076688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -6036992.000000 Penalty: 3574.042480
	Iteration 0F: 3 clusters Score -6036992 nChanged 28160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -6053169.000000 Penalty: 3574.042480
	Iteration 1F: 3 clusters Score -6053169 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -6053915.500000 Penalty: 3574.042480
	Iteration 2Q: 3 clusters Score -6053916 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -6055009.500000 Penalty: 3574.042480
	Iteration 3Q: 3 clusters Score -6055010 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -6056584.000000 Penalty: 3574.042480
	Iteration 4Q: 3 clusters Score -6056584 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -6058416.000000 Penalty: 3574.042480
	Iteration 5F: 3 clusters Score -6058416 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -6060579.500000 Penalty: 3574.042480
	Iteration 6F: 3 clusters Score -6060580 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -6063025.500000 Penalty: 3574.042480
	Iteration 7F: 3 clusters Score -6063026 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -6065822.500000 Penalty: 3574.042480
	Iteration 8F: 3 clusters Score -6065822 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -6068395.000000 Penalty: 3574.042480
	Iteration 9F: 3 clusters Score -6068395 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -6069933.500000 Penalty: 3574.042480
	Iteration 10Q: 3 clusters Score -6069934 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -6070677.000000 Penalty: 3574.042480
	Iteration 11Q: 3 clusters Score -6070677 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -6071104.500000 Penalty: 3574.042480
	Iteration 12Q: 3 clusters Score -6071104 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -6071462.500000 Penalty: 3574.042480
	Iteration 13Q: 3 clusters Score -6071462 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -6071752.500000 Penalty: 3574.042480
	Iteration 14Q: 3 clusters Score -6071752 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -6072058.500000 Penalty: 3574.042480
	Iteration 15Q: 3 clusters Score -6072058 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -6072318.500000 Penalty: 3574.042480
	Iteration 16Q: 3 clusters Score -6072318 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -6072631.000000 Penalty: 3574.042480
	Iteration 17Q: 3 clusters Score -6072631 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -6072909.000000 Penalty: 3574.042480
	Iteration 18Q: 3 clusters Score -6072909 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -6073133.000000 Penalty: 3574.042480
	Iteration 19Q: 3 clusters Score -6073133 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -6073349.000000 Penalty: 3574.042480
	Iteration 20F: 3 clusters Score -6073349 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -6073612.000000 Penalty: 3574.042480
	Iteration 21Q: 3 clusters Score -6073612 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -6073779.000000 Penalty: 3574.042480
	Iteration 22Q: 3 clusters Score -6073779 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -6073947.500000 Penalty: 3574.042480
	Iteration 23Q: 3 clusters Score -6073948 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -6074094.500000 Penalty: 3574.042480
	Iteration 24Q: 3 clusters Score -6074094 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -6074281.500000 Penalty: 3574.042480
	Iteration 25Q: 3 clusters Score -6074282 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 54650 members 
Entering Unmasked Estep 
Score: -6074437.000000 Penalty: 3574.042480
	Iteration 26Q: 3 clusters Score -6074437 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 55080 members 
Entering Unmasked Estep 
Score: -6074599.000000 Penalty: 3574.042480
	Iteration 27Q: 3 clusters Score -6074599 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 55465 members 
Entering Unmasked Estep 
Score: -6074742.500000 Penalty: 3574.042480
	Iteration 28Q: 3 clusters Score -6074742 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -6074858.000000 Penalty: 3574.042480
	Iteration 29Q: 3 clusters Score -6074858 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -6074929.500000 Penalty: 3574.042480
	Iteration 30Q: 3 clusters Score -6074930 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -6075003.000000 Penalty: 3574.042480
	Iteration 31Q: 3 clusters Score -6075003 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 56586 members 
Entering Unmasked Estep 
Score: -6075065.500000 Penalty: 3574.042480
	Iteration 32Q: 3 clusters Score -6075066 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -6075146.000000 Penalty: 3574.042480
	Iteration 33Q: 3 clusters Score -6075146 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 56994 members 
Entering Unmasked Estep 
Score: -6075200.500000 Penalty: 3574.042480
	Iteration 34Q: 3 clusters Score -6075200 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 57159 members 
Entering Unmasked Estep 
Score: -6075209.000000 Penalty: 3574.042480
	Iteration 35Q: 3 clusters Score -6075209 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -6075256.000000 Penalty: 3574.042480
	Iteration 36Q: 3 clusters Score -6075256 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -6075296.000000 Penalty: 3574.042480
	Iteration 37Q: 3 clusters Score -6075296 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -6075330.000000 Penalty: 3574.042480
	Iteration 38Q: 3 clusters Score -6075330 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 57660 members 
Entering Unmasked Estep 
Score: -6075354.500000 Penalty: 3574.042480
	Iteration 39Q: 3 clusters Score -6075354 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 57759 members 
Entering Unmasked Estep 
Score: -6075396.000000 Penalty: 3574.042480
	Iteration 40F: 3 clusters Score -6075396 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -6075425.500000 Penalty: 3574.042480
	Iteration 41Q: 3 clusters Score -6075426 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 57932 members 
Entering Unmasked Estep 
Score: -6075436.000000 Penalty: 3574.042480
	Iteration 42Q: 3 clusters Score -6075436 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -6075470.500000 Penalty: 3574.042480
	Iteration 43Q: 3 clusters Score -6075470 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 58066 members 
Entering Unmasked Estep 
Score: -6075467.000000 Penalty: 3574.042480
	Iteration 44Q: 3 clusters Score -6075467 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 58114 members 
Entering Unmasked Estep 
Score: -6075481.500000 Penalty: 3574.042480
	Iteration 45Q: 3 clusters Score -6075482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -6075492.000000 Penalty: 3574.042480
	Iteration 46Q: 3 clusters Score -6075492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 58167 members 
Entering Unmasked Estep 
Score: -6075484.000000 Penalty: 3574.042480
	Iteration 47Q: 3 clusters Score -6075484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 58189 members 
Entering Unmasked Estep 
Score: -6075496.000000 Penalty: 3574.042480
	Iteration 48Q: 3 clusters Score -6075496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -6075501.000000 Penalty: 3574.042480
	Iteration 49Q: 3 clusters Score -6075501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 58249 members 
Entering Unmasked Estep 
Score: -6075505.000000 Penalty: 3574.042480
	Iteration 50Q: 3 clusters Score -6075505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 58279 members 
Entering Unmasked Estep 
Score: -6075515.500000 Penalty: 3574.042480
	Iteration 51Q: 3 clusters Score -6075516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -6075520.500000 Penalty: 3574.042480
	Iteration 52Q: 3 clusters Score -6075520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 58332 members 
Entering Unmasked Estep 
Score: -6075525.000000 Penalty: 3574.042480
	Iteration 53Q: 3 clusters Score -6075525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -6075528.500000 Penalty: 3574.042480
	Iteration 54Q: 3 clusters Score -6075528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 58381 members 
Entering Unmasked Estep 
Score: -6075538.500000 Penalty: 3574.042480
	Iteration 55Q: 3 clusters Score -6075538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 58407 members 
Entering Unmasked Estep 
Score: -6075542.500000 Penalty: 3574.042480
	Iteration 56Q: 3 clusters Score -6075542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 58425 members 
Entering Unmasked Estep 
Score: -6075547.500000 Penalty: 3574.042480
	Iteration 57Q: 3 clusters Score -6075548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 58439 members 
Entering Unmasked Estep 
Score: -6075554.500000 Penalty: 3574.042480
	Iteration 58Q: 3 clusters Score -6075554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -6075554.500000 Penalty: 3574.042480
	Iteration 59Q: 3 clusters Score -6075554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -6075556.500000 Penalty: 3574.042480
	Iteration 60F: 3 clusters Score -6075556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 58462 members 
Entering Unmasked Estep 
Score: -6075555.500000 Penalty: 3574.042480
	Iteration 61Q: 3 clusters Score -6075556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 58468 members 
Entering Unmasked Estep 
Score: -6075558.500000 Penalty: 3574.042480
	Iteration 62Q: 3 clusters Score -6075558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 58474 members 
Entering Unmasked Estep 
Score: -6075561.000000 Penalty: 3574.042480
	Iteration 63Q: 3 clusters Score -6075561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 58480 members 
Entering Unmasked Estep 
Score: -6075566.500000 Penalty: 3574.042480
	Iteration 64Q: 3 clusters Score -6075566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 58488 members 
Entering Unmasked Estep 
Score: -6075568.000000 Penalty: 3574.042480
	Iteration 65Q: 3 clusters Score -6075568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 58497 members 
Entering Unmasked Estep 
Score: -6075574.500000 Penalty: 3574.042480
	Iteration 66Q: 3 clusters Score -6075574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 58504 members 
Entering Unmasked Estep 
Score: -6075576.000000 Penalty: 3574.042480
	Iteration 67Q: 3 clusters Score -6075576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 58507 members 
Entering Unmasked Estep 
Score: -6075576.000000 Penalty: 3574.042480
	Iteration 68Q: 3 clusters Score -6075576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -6075578.000000 Penalty: 3574.042480
	Iteration 69Q: 3 clusters Score -6075578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 58518 members 
Entering Unmasked Estep 
Score: -6075580.500000 Penalty: 3574.042480
	Iteration 70Q: 3 clusters Score -6075580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 58525 members 
Entering Unmasked Estep 
Score: -6075579.500000 Penalty: 3574.042480
	Iteration 71Q: 3 clusters Score -6075580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -6075582.000000 Penalty: 3574.042480
	Iteration 72Q: 3 clusters Score -6075582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 58539 members 
Entering Unmasked Estep 
Score: -6075576.500000 Penalty: 3574.042480
	Iteration 73Q: 3 clusters Score -6075576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 58542 members 
Entering Unmasked Estep 
Score: -6075581.000000 Penalty: 3574.042480
	Iteration 74Q: 3 clusters Score -6075581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 58545 members 
Entering Unmasked Estep 
Score: -6075581.500000 Penalty: 3574.042480
	Iteration 75Q: 3 clusters Score -6075582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 58549 members 
Entering Unmasked Estep 
Score: -6075585.500000 Penalty: 3574.042480
	Iteration 76Q: 3 clusters Score -6075586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -6075585.500000 Penalty: 3574.042480
	Iteration 77Q: 3 clusters Score -6075586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -6075586.500000 Penalty: 3574.042480
	Iteration 78Q: 3 clusters Score -6075586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -6075586.500000 Penalty: 3574.042480
	Iteration 79F: 3 clusters Score -6075586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (86405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86405 members 
Entering Unmasked Estep 
Score: -8878882.000000 Penalty: 1847.105225
	Iteration 0F: 2 clusters Score -8878882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -8821664.000000 Penalty: 3694.210449
	Iteration 0F: 3 clusters Score -8821664 nChanged 41300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -8845531.000000 Penalty: 3694.210449
	Iteration 1F: 3 clusters Score -8845531 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -8846275.000000 Penalty: 3694.210449
	Iteration 2Q: 3 clusters Score -8846275 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -8847303.000000 Penalty: 3694.210449
	Iteration 3Q: 3 clusters Score -8847303 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -8848767.000000 Penalty: 3694.210449
	Iteration 4Q: 3 clusters Score -8848767 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -8850934.000000 Penalty: 3694.210449
	Iteration 5Q: 3 clusters Score -8850934 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -8853952.000000 Penalty: 3694.210449
	Iteration 6F: 3 clusters Score -8853952 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -8857724.000000 Penalty: 3694.210449
	Iteration 7F: 3 clusters Score -8857724 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -8861560.000000 Penalty: 3694.210449
	Iteration 8F: 3 clusters Score -8861560 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -8864453.000000 Penalty: 3694.210449
	Iteration 9F: 3 clusters Score -8864453 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57128 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -8865941.000000 Penalty: 3694.210449
	Iteration 10Q: 3 clusters Score -8865941 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -8866635.000000 Penalty: 3694.210449
	Iteration 11Q: 3 clusters Score -8866635 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -8867015.000000 Penalty: 3694.210449
	Iteration 12Q: 3 clusters Score -8867015 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58949 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -8867346.000000 Penalty: 3694.210449
	Iteration 13Q: 3 clusters Score -8867346 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -8867640.000000 Penalty: 3694.210449
	Iteration 14Q: 3 clusters Score -8867640 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59954 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -8867906.000000 Penalty: 3694.210449
	Iteration 15Q: 3 clusters Score -8867906 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -8868262.000000 Penalty: 3694.210449
	Iteration 16Q: 3 clusters Score -8868262 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60755 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -8868531.000000 Penalty: 3694.210449
	Iteration 17Q: 3 clusters Score -8868531 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61122 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -8868795.000000 Penalty: 3694.210449
	Iteration 18Q: 3 clusters Score -8868795 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -8869091.000000 Penalty: 3694.210449
	Iteration 19Q: 3 clusters Score -8869091 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -8869387.000000 Penalty: 3694.210449
	Iteration 20F: 3 clusters Score -8869387 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62030 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -8869727.000000 Penalty: 3694.210449
	Iteration 21Q: 3 clusters Score -8869727 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -8870068.000000 Penalty: 3694.210449
	Iteration 22Q: 3 clusters Score -8870068 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62412 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -8870406.000000 Penalty: 3694.210449
	Iteration 23Q: 3 clusters Score -8870406 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -8870741.000000 Penalty: 3694.210449
	Iteration 24Q: 3 clusters Score -8870741 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62607 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -8871165.000000 Penalty: 3694.210449
	Iteration 25Q: 3 clusters Score -8871165 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62668 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -8871538.000000 Penalty: 3694.210449
	Iteration 26Q: 3 clusters Score -8871538 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62677 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -8871810.000000 Penalty: 3694.210449
	Iteration 27Q: 3 clusters Score -8871810 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -8872159.000000 Penalty: 3694.210449
	Iteration 28Q: 3 clusters Score -8872159 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -8872445.000000 Penalty: 3694.210449
	Iteration 29Q: 3 clusters Score -8872445 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62461 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -8872661.000000 Penalty: 3694.210449
	Iteration 30Q: 3 clusters Score -8872661 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62357 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -8872849.000000 Penalty: 3694.210449
	Iteration 31Q: 3 clusters Score -8872849 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62253 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -8873000.000000 Penalty: 3694.210449
	Iteration 32Q: 3 clusters Score -8873000 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62128 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -8873102.000000 Penalty: 3694.210449
	Iteration 33Q: 3 clusters Score -8873102 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62015 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -8873165.000000 Penalty: 3694.210449
	Iteration 34Q: 3 clusters Score -8873165 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -8873195.000000 Penalty: 3694.210449
	Iteration 35Q: 3 clusters Score -8873195 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61754 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -8873264.000000 Penalty: 3694.210449
	Iteration 36Q: 3 clusters Score -8873264 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -8873316.000000 Penalty: 3694.210449
	Iteration 37Q: 3 clusters Score -8873316 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -8873322.000000 Penalty: 3694.210449
	Iteration 38Q: 3 clusters Score -8873322 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -8873349.000000 Penalty: 3694.210449
	Iteration 39Q: 3 clusters Score -8873349 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -8873482.000000 Penalty: 3694.210449
	Iteration 40F: 3 clusters Score -8873482 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61031 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -8873539.000000 Penalty: 3694.210449
	Iteration 41Q: 3 clusters Score -8873539 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -8873535.000000 Penalty: 3694.210449
	Iteration 42Q: 3 clusters Score -8873535 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60639 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -8873554.000000 Penalty: 3694.210449
	Iteration 43Q: 3 clusters Score -8873554 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60456 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -8873571.000000 Penalty: 3694.210449
	Iteration 44Q: 3 clusters Score -8873571 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60265 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -8873554.000000 Penalty: 3694.210449
	Iteration 45Q: 3 clusters Score -8873554 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60086 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -8873557.000000 Penalty: 3694.210449
	Iteration 46Q: 3 clusters Score -8873557 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59919 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -8873541.000000 Penalty: 3694.210449
	Iteration 47Q: 3 clusters Score -8873541 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59761 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -8873523.000000 Penalty: 3694.210449
	Iteration 48Q: 3 clusters Score -8873523 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -8873543.000000 Penalty: 3694.210449
	Iteration 49Q: 3 clusters Score -8873543 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -8873555.000000 Penalty: 3694.210449
	Iteration 50Q: 3 clusters Score -8873555 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59363 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -8873528.000000 Penalty: 3694.210449
	Iteration 51Q: 3 clusters Score -8873528 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -8873551.000000 Penalty: 3694.210449
	Iteration 52Q: 3 clusters Score -8873551 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -8873553.000000 Penalty: 3694.210449
	Iteration 53Q: 3 clusters Score -8873553 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -8873562.000000 Penalty: 3694.210449
	Iteration 54Q: 3 clusters Score -8873562 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -8873568.000000 Penalty: 3694.210449
	Iteration 55Q: 3 clusters Score -8873568 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -8873584.000000 Penalty: 3694.210449
	Iteration 56Q: 3 clusters Score -8873584 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58691 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -8873564.000000 Penalty: 3694.210449
	Iteration 57Q: 3 clusters Score -8873564 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -8873539.000000 Penalty: 3694.210449
	Iteration 58Q: 3 clusters Score -8873539 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -8873531.000000 Penalty: 3694.210449
	Iteration 59Q: 3 clusters Score -8873531 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58336 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -8873510.000000 Penalty: 3694.210449
	Iteration 60F: 3 clusters Score -8873510 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58206 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -8873486.000000 Penalty: 3694.210449
	Iteration 61Q: 3 clusters Score -8873486 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58066 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -8873500.000000 Penalty: 3694.210449
	Iteration 62Q: 3 clusters Score -8873500 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57919 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -8873523.000000 Penalty: 3694.210449
	Iteration 63Q: 3 clusters Score -8873523 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -8873538.000000 Penalty: 3694.210449
	Iteration 64Q: 3 clusters Score -8873538 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57670 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -8873538.000000 Penalty: 3694.210449
	Iteration 65Q: 3 clusters Score -8873538 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57541 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -8873551.000000 Penalty: 3694.210449
	Iteration 66Q: 3 clusters Score -8873551 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57407 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -8873548.000000 Penalty: 3694.210449
	Iteration 67Q: 3 clusters Score -8873548 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -8873576.000000 Penalty: 3694.210449
	Iteration 68Q: 3 clusters Score -8873576 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -8873568.000000 Penalty: 3694.210449
	Iteration 69Q: 3 clusters Score -8873568 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57058 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -8873558.000000 Penalty: 3694.210449
	Iteration 70Q: 3 clusters Score -8873558 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56952 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -8873556.000000 Penalty: 3694.210449
	Iteration 71Q: 3 clusters Score -8873556 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -8873554.000000 Penalty: 3694.210449
	Iteration 72Q: 3 clusters Score -8873554 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56696 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -8873559.000000 Penalty: 3694.210449
	Iteration 73Q: 3 clusters Score -8873559 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -8873565.000000 Penalty: 3694.210449
	Iteration 74Q: 3 clusters Score -8873565 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -8873555.000000 Penalty: 3694.210449
	Iteration 75Q: 3 clusters Score -8873555 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -8873578.000000 Penalty: 3694.210449
	Iteration 76Q: 3 clusters Score -8873578 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -8873592.000000 Penalty: 3694.210449
	Iteration 77Q: 3 clusters Score -8873592 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -8873615.000000 Penalty: 3694.210449
	Iteration 78Q: 3 clusters Score -8873615 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -8873643.000000 Penalty: 3694.210449
	Iteration 79Q: 3 clusters Score -8873643 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -8873640.000000 Penalty: 3694.210449
	Iteration 80F: 3 clusters Score -8873640 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -8873626.000000 Penalty: 3694.210449
	Iteration 81Q: 3 clusters Score -8873626 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -8873656.000000 Penalty: 3694.210449
	Iteration 82Q: 3 clusters Score -8873656 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -8873651.000000 Penalty: 3694.210449
	Iteration 83Q: 3 clusters Score -8873651 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -8873661.000000 Penalty: 3694.210449
	Iteration 84Q: 3 clusters Score -8873661 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54068 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -8873681.000000 Penalty: 3694.210449
	Iteration 85Q: 3 clusters Score -8873681 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -8873692.000000 Penalty: 3694.210449
	Iteration 86Q: 3 clusters Score -8873692 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -8873700.000000 Penalty: 3694.210449
	Iteration 87Q: 3 clusters Score -8873700 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -8873714.000000 Penalty: 3694.210449
	Iteration 88Q: 3 clusters Score -8873714 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52931 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -8873725.000000 Penalty: 3694.210449
	Iteration 89Q: 3 clusters Score -8873725 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -8873710.000000 Penalty: 3694.210449
	Iteration 90Q: 3 clusters Score -8873710 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52444 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -8873716.000000 Penalty: 3694.210449
	Iteration 91Q: 3 clusters Score -8873716 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -8873731.000000 Penalty: 3694.210449
	Iteration 92Q: 3 clusters Score -8873731 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -8873747.000000 Penalty: 3694.210449
	Iteration 93Q: 3 clusters Score -8873747 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -8873737.000000 Penalty: 3694.210449
	Iteration 94Q: 3 clusters Score -8873737 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -8873735.000000 Penalty: 3694.210449
	Iteration 95Q: 3 clusters Score -8873735 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -8873736.000000 Penalty: 3694.210449
	Iteration 96Q: 3 clusters Score -8873736 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -8873762.000000 Penalty: 3694.210449
	Iteration 97Q: 3 clusters Score -8873762 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -8873782.000000 Penalty: 3694.210449
	Iteration 98Q: 3 clusters Score -8873782 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -8873778.000000 Penalty: 3694.210449
	Iteration 99Q: 3 clusters Score -8873778 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -8873778.000000 Penalty: 3694.210449
	Iteration 100F: 3 clusters Score -8873778 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -8873812.000000 Penalty: 3694.210449
	Iteration 101Q: 3 clusters Score -8873812 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -8873829.000000 Penalty: 3694.210449
	Iteration 102Q: 3 clusters Score -8873829 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -8873819.000000 Penalty: 3694.210449
	Iteration 103Q: 3 clusters Score -8873819 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -8873837.000000 Penalty: 3694.210449
	Iteration 104Q: 3 clusters Score -8873837 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -8873844.000000 Penalty: 3694.210449
	Iteration 105Q: 3 clusters Score -8873844 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -8873848.000000 Penalty: 3694.210449
	Iteration 106Q: 3 clusters Score -8873848 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -8873843.000000 Penalty: 3694.210449
	Iteration 107Q: 3 clusters Score -8873843 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -8873859.000000 Penalty: 3694.210449
	Iteration 108Q: 3 clusters Score -8873859 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -8873857.000000 Penalty: 3694.210449
	Iteration 109Q: 3 clusters Score -8873857 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -8873860.000000 Penalty: 3694.210449
	Iteration 110Q: 3 clusters Score -8873860 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -8873850.000000 Penalty: 3694.210449
	Iteration 111Q: 3 clusters Score -8873850 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -8873842.000000 Penalty: 3694.210449
	Iteration 112Q: 3 clusters Score -8873842 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -8873843.000000 Penalty: 3694.210449
	Iteration 113Q: 3 clusters Score -8873843 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -8873864.000000 Penalty: 3694.210449
	Iteration 114Q: 3 clusters Score -8873864 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -8873853.000000 Penalty: 3694.210449
	Iteration 115Q: 3 clusters Score -8873853 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -8873844.000000 Penalty: 3694.210449
	Iteration 116Q: 3 clusters Score -8873844 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -8873818.000000 Penalty: 3694.210449
	Iteration 117Q: 3 clusters Score -8873818 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -8873834.000000 Penalty: 3694.210449
	Iteration 118Q: 3 clusters Score -8873834 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -8873839.000000 Penalty: 3694.210449
	Iteration 119Q: 3 clusters Score -8873839 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -8873836.000000 Penalty: 3694.210449
	Iteration 120F: 3 clusters Score -8873836 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -8873846.000000 Penalty: 3694.210449
	Iteration 121Q: 3 clusters Score -8873846 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -8873874.000000 Penalty: 3694.210449
	Iteration 122Q: 3 clusters Score -8873874 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -8873880.000000 Penalty: 3694.210449
	Iteration 123Q: 3 clusters Score -8873880 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -8873905.000000 Penalty: 3694.210449
	Iteration 124Q: 3 clusters Score -8873905 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -8873884.000000 Penalty: 3694.210449
	Iteration 125Q: 3 clusters Score -8873884 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -8873883.000000 Penalty: 3694.210449
	Iteration 126Q: 3 clusters Score -8873883 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -8873870.000000 Penalty: 3694.210449
	Iteration 127Q: 3 clusters Score -8873870 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -8873878.000000 Penalty: 3694.210449
	Iteration 128Q: 3 clusters Score -8873878 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -8873880.000000 Penalty: 3694.210449
	Iteration 129Q: 3 clusters Score -8873880 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -8873897.000000 Penalty: 3694.210449
	Iteration 130Q: 3 clusters Score -8873897 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -8873910.000000 Penalty: 3694.210449
	Iteration 131Q: 3 clusters Score -8873910 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -8873913.000000 Penalty: 3694.210449
	Iteration 132Q: 3 clusters Score -8873913 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -8873887.000000 Penalty: 3694.210449
	Iteration 133Q: 3 clusters Score -8873887 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -8873885.000000 Penalty: 3694.210449
	Iteration 134Q: 3 clusters Score -8873885 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -8873893.000000 Penalty: 3694.210449
	Iteration 135Q: 3 clusters Score -8873893 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -8873873.000000 Penalty: 3694.210449
	Iteration 136Q: 3 clusters Score -8873873 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -8873904.000000 Penalty: 3694.210449
	Iteration 137Q: 3 clusters Score -8873904 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -8873929.000000 Penalty: 3694.210449
	Iteration 138Q: 3 clusters Score -8873929 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -8873956.000000 Penalty: 3694.210449
	Iteration 139Q: 3 clusters Score -8873956 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -8873961.000000 Penalty: 3694.210449
	Iteration 140F: 3 clusters Score -8873961 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -8873995.000000 Penalty: 3694.210449
	Iteration 141Q: 3 clusters Score -8873995 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -8874017.000000 Penalty: 3694.210449
	Iteration 142Q: 3 clusters Score -8874017 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -8874015.000000 Penalty: 3694.210449
	Iteration 143Q: 3 clusters Score -8874015 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -8874031.000000 Penalty: 3694.210449
	Iteration 144Q: 3 clusters Score -8874031 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -8874033.000000 Penalty: 3694.210449
	Iteration 145Q: 3 clusters Score -8874033 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -8874044.000000 Penalty: 3694.210449
	Iteration 146Q: 3 clusters Score -8874044 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -8874064.000000 Penalty: 3694.210449
	Iteration 147Q: 3 clusters Score -8874064 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -8874077.000000 Penalty: 3694.210449
	Iteration 148Q: 3 clusters Score -8874077 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -8874087.000000 Penalty: 3694.210449
	Iteration 149Q: 3 clusters Score -8874087 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -8874109.000000 Penalty: 3694.210449
	Iteration 150Q: 3 clusters Score -8874109 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -8874121.000000 Penalty: 3694.210449
	Iteration 151Q: 3 clusters Score -8874121 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -8874114.000000 Penalty: 3694.210449
	Iteration 152Q: 3 clusters Score -8874114 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -8874122.000000 Penalty: 3694.210449
	Iteration 153Q: 3 clusters Score -8874122 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -8874113.000000 Penalty: 3694.210449
	Iteration 154Q: 3 clusters Score -8874113 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -8874137.000000 Penalty: 3694.210449
	Iteration 155Q: 3 clusters Score -8874137 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -8874138.000000 Penalty: 3694.210449
	Iteration 156Q: 3 clusters Score -8874138 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -8874144.000000 Penalty: 3694.210449
	Iteration 157Q: 3 clusters Score -8874144 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -8874182.000000 Penalty: 3694.210449
	Iteration 158Q: 3 clusters Score -8874182 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -8874187.000000 Penalty: 3694.210449
	Iteration 159Q: 3 clusters Score -8874187 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -8874203.000000 Penalty: 3694.210449
	Iteration 160F: 3 clusters Score -8874203 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -8874220.000000 Penalty: 3694.210449
	Iteration 161Q: 3 clusters Score -8874220 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -8874237.000000 Penalty: 3694.210449
	Iteration 162Q: 3 clusters Score -8874237 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -8874220.000000 Penalty: 3694.210449
	Iteration 163Q: 3 clusters Score -8874220 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -8874268.000000 Penalty: 3694.210449
	Iteration 164Q: 3 clusters Score -8874268 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -8874306.000000 Penalty: 3694.210449
	Iteration 165Q: 3 clusters Score -8874306 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -8874288.000000 Penalty: 3694.210449
	Iteration 166Q: 3 clusters Score -8874288 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 52132 members 
Entering Unmasked Estep 
Score: -8874314.000000 Penalty: 3694.210449
	Iteration 167Q: 3 clusters Score -8874314 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -8874353.000000 Penalty: 3694.210449
	Iteration 168Q: 3 clusters Score -8874353 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 52938 members 
Entering Unmasked Estep 
Score: -8874381.000000 Penalty: 3694.210449
	Iteration 169Q: 3 clusters Score -8874381 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -8874404.000000 Penalty: 3694.210449
	Iteration 170Q: 3 clusters Score -8874404 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -8874413.000000 Penalty: 3694.210449
	Iteration 171Q: 3 clusters Score -8874413 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -8874415.000000 Penalty: 3694.210449
	Iteration 172Q: 3 clusters Score -8874415 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -8874459.000000 Penalty: 3694.210449
	Iteration 173Q: 3 clusters Score -8874459 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -8874456.000000 Penalty: 3694.210449
	Iteration 174Q: 3 clusters Score -8874456 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -8874490.000000 Penalty: 3694.210449
	Iteration 175Q: 3 clusters Score -8874490 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 55625 members 
Entering Unmasked Estep 
Score: -8874531.000000 Penalty: 3694.210449
	Iteration 176Q: 3 clusters Score -8874531 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 56035 members 
Entering Unmasked Estep 
Score: -8874526.000000 Penalty: 3694.210449
	Iteration 177Q: 3 clusters Score -8874526 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -8874536.000000 Penalty: 3694.210449
	Iteration 178Q: 3 clusters Score -8874536 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 56831 members 
Entering Unmasked Estep 
Score: -8874532.000000 Penalty: 3694.210449
	Iteration 179Q: 3 clusters Score -8874532 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 57179 members 
Entering Unmasked Estep 
Score: -8874556.000000 Penalty: 3694.210449
	Iteration 180F: 3 clusters Score -8874556 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
Score: -8874592.000000 Penalty: 3694.210449
	Iteration 181Q: 3 clusters Score -8874592 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 57858 members 
Entering Unmasked Estep 
Score: -8874597.000000 Penalty: 3694.210449
	Iteration 182Q: 3 clusters Score -8874597 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 58185 members 
Entering Unmasked Estep 
Score: -8874590.000000 Penalty: 3694.210449
	Iteration 183Q: 3 clusters Score -8874590 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 58527 members 
Entering Unmasked Estep 
Score: -8874630.000000 Penalty: 3694.210449
	Iteration 184Q: 3 clusters Score -8874630 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -8874638.000000 Penalty: 3694.210449
	Iteration 185Q: 3 clusters Score -8874638 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -8874678.000000 Penalty: 3694.210449
	Iteration 186Q: 3 clusters Score -8874678 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -8874698.000000 Penalty: 3694.210449
	Iteration 187Q: 3 clusters Score -8874698 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 59920 members 
Entering Unmasked Estep 
Score: -8874727.000000 Penalty: 3694.210449
	Iteration 188Q: 3 clusters Score -8874727 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 60261 members 
Entering Unmasked Estep 
Score: -8874752.000000 Penalty: 3694.210449
	Iteration 189Q: 3 clusters Score -8874752 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 60621 members 
Entering Unmasked Estep 
Score: -8874769.000000 Penalty: 3694.210449
	Iteration 190Q: 3 clusters Score -8874769 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 60988 members 
Entering Unmasked Estep 
Score: -8874774.000000 Penalty: 3694.210449
	Iteration 191Q: 3 clusters Score -8874774 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -8874804.000000 Penalty: 3694.210449
	Iteration 192Q: 3 clusters Score -8874804 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 61691 members 
Entering Unmasked Estep 
Score: -8874852.000000 Penalty: 3694.210449
	Iteration 193Q: 3 clusters Score -8874852 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 62039 members 
Entering Unmasked Estep 
Score: -8874865.000000 Penalty: 3694.210449
	Iteration 194Q: 3 clusters Score -8874865 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 62382 members 
Entering Unmasked Estep 
Score: -8874891.000000 Penalty: 3694.210449
	Iteration 195Q: 3 clusters Score -8874891 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 62725 members 
Entering Unmasked Estep 
Score: -8874876.000000 Penalty: 3694.210449
	Iteration 196Q: 3 clusters Score -8874876 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -8874878.000000 Penalty: 3694.210449
	Iteration 197Q: 3 clusters Score -8874878 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -8874916.000000 Penalty: 3694.210449
	Iteration 198Q: 3 clusters Score -8874916 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 63760 members 
Entering Unmasked Estep 
Score: -8874929.000000 Penalty: 3694.210449
	Iteration 199Q: 3 clusters Score -8874929 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 64117 members 
Entering Unmasked Estep 
Score: -8874926.000000 Penalty: 3694.210449
	Iteration 200F: 3 clusters Score -8874926 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -8874986.000000 Penalty: 3694.210449
	Iteration 201Q: 3 clusters Score -8874986 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 64826 members 
Entering Unmasked Estep 
Score: -8875015.000000 Penalty: 3694.210449
	Iteration 202Q: 3 clusters Score -8875015 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 65180 members 
Entering Unmasked Estep 
Score: -8875019.000000 Penalty: 3694.210449
	Iteration 203Q: 3 clusters Score -8875019 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 65509 members 
Entering Unmasked Estep 
Score: -8875038.000000 Penalty: 3694.210449
	Iteration 204Q: 3 clusters Score -8875038 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 65842 members 
Entering Unmasked Estep 
Score: -8875087.000000 Penalty: 3694.210449
	Iteration 205Q: 3 clusters Score -8875087 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -8875070.000000 Penalty: 3694.210449
	Iteration 206Q: 3 clusters Score -8875070 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -8875085.000000 Penalty: 3694.210449
	Iteration 207Q: 3 clusters Score -8875085 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 66726 members 
Entering Unmasked Estep 
Score: -8875121.000000 Penalty: 3694.210449
	Iteration 208Q: 3 clusters Score -8875121 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 67046 members 
Entering Unmasked Estep 
Score: -8875144.000000 Penalty: 3694.210449
	Iteration 209Q: 3 clusters Score -8875144 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 67370 members 
Entering Unmasked Estep 
Score: -8875156.000000 Penalty: 3694.210449
	Iteration 210Q: 3 clusters Score -8875156 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 67678 members 
Entering Unmasked Estep 
Score: -8875194.000000 Penalty: 3694.210449
	Iteration 211Q: 3 clusters Score -8875194 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 67995 members 
Entering Unmasked Estep 
Score: -8875246.000000 Penalty: 3694.210449
	Iteration 212Q: 3 clusters Score -8875246 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 68305 members 
Entering Unmasked Estep 
Score: -8875242.000000 Penalty: 3694.210449
	Iteration 213Q: 3 clusters Score -8875242 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 68596 members 
Entering Unmasked Estep 
Score: -8875290.000000 Penalty: 3694.210449
	Iteration 214Q: 3 clusters Score -8875290 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -8875289.000000 Penalty: 3694.210449
	Iteration 215Q: 3 clusters Score -8875289 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -8875321.000000 Penalty: 3694.210449
	Iteration 216Q: 3 clusters Score -8875321 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 69462 members 
Entering Unmasked Estep 
Score: -8875347.000000 Penalty: 3694.210449
	Iteration 217Q: 3 clusters Score -8875347 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 69750 members 
Entering Unmasked Estep 
Score: -8875379.000000 Penalty: 3694.210449
	Iteration 218Q: 3 clusters Score -8875379 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 70052 members 
Entering Unmasked Estep 
Score: -8875414.000000 Penalty: 3694.210449
	Iteration 219Q: 3 clusters Score -8875414 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 70365 members 
Entering Unmasked Estep 
Score: -8875415.000000 Penalty: 3694.210449
	Iteration 220F: 3 clusters Score -8875415 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 70686 members 
Entering Unmasked Estep 
Score: -8875449.000000 Penalty: 3694.210449
	Iteration 221Q: 3 clusters Score -8875449 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -8875461.000000 Penalty: 3694.210449
	Iteration 222Q: 3 clusters Score -8875461 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 71355 members 
Entering Unmasked Estep 
Score: -8875480.000000 Penalty: 3694.210449
	Iteration 223Q: 3 clusters Score -8875480 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 71708 members 
Entering Unmasked Estep 
Score: -8875506.000000 Penalty: 3694.210449
	Iteration 224Q: 3 clusters Score -8875506 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 72079 members 
Entering Unmasked Estep 
Score: -8875540.000000 Penalty: 3694.210449
	Iteration 225Q: 3 clusters Score -8875540 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 72485 members 
Entering Unmasked Estep 
Score: -8875600.000000 Penalty: 3694.210449
	Iteration 226Q: 3 clusters Score -8875600 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 72916 members 
Entering Unmasked Estep 
Score: -8875702.000000 Penalty: 3694.210449
	Iteration 227Q: 3 clusters Score -8875702 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 73360 members 
Entering Unmasked Estep 
Score: -8875790.000000 Penalty: 3694.210449
	Iteration 228Q: 3 clusters Score -8875790 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 73832 members 
Entering Unmasked Estep 
Score: -8875846.000000 Penalty: 3694.210449
	Iteration 229Q: 3 clusters Score -8875846 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 74305 members 
Entering Unmasked Estep 
Score: -8875861.000000 Penalty: 3694.210449
	Iteration 230Q: 3 clusters Score -8875861 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 74750 members 
Entering Unmasked Estep 
Score: -8875911.000000 Penalty: 3694.210449
	Iteration 231Q: 3 clusters Score -8875911 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 75179 members 
Entering Unmasked Estep 
Score: -8876011.000000 Penalty: 3694.210449
	Iteration 232Q: 3 clusters Score -8876011 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 75622 members 
Entering Unmasked Estep 
Score: -8876097.000000 Penalty: 3694.210449
	Iteration 233Q: 3 clusters Score -8876097 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 76050 members 
Entering Unmasked Estep 
Score: -8876108.000000 Penalty: 3694.210449
	Iteration 234Q: 3 clusters Score -8876108 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 76470 members 
Entering Unmasked Estep 
Score: -8876165.000000 Penalty: 3694.210449
	Iteration 235Q: 3 clusters Score -8876165 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 76865 members 
Entering Unmasked Estep 
Score: -8876239.000000 Penalty: 3694.210449
	Iteration 236Q: 3 clusters Score -8876239 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 77274 members 
Entering Unmasked Estep 
Score: -8876316.000000 Penalty: 3694.210449
	Iteration 237Q: 3 clusters Score -8876316 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 77667 members 
Entering Unmasked Estep 
Score: -8876348.000000 Penalty: 3694.210449
	Iteration 238Q: 3 clusters Score -8876348 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 78068 members 
Entering Unmasked Estep 
Score: -8876428.000000 Penalty: 3694.210449
	Iteration 239Q: 3 clusters Score -8876428 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 78449 members 
Entering Unmasked Estep 
Score: -8876449.000000 Penalty: 3694.210449
	Iteration 240F: 3 clusters Score -8876449 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -8876529.000000 Penalty: 3694.210449
	Iteration 241Q: 3 clusters Score -8876529 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 79218 members 
Entering Unmasked Estep 
Score: -8876565.000000 Penalty: 3694.210449
	Iteration 242Q: 3 clusters Score -8876565 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 79591 members 
Entering Unmasked Estep 
Score: -8876587.000000 Penalty: 3694.210449
	Iteration 243Q: 3 clusters Score -8876587 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 79965 members 
Entering Unmasked Estep 
Score: -8876648.000000 Penalty: 3694.210449
	Iteration 244Q: 3 clusters Score -8876648 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 80366 members 
Entering Unmasked Estep 
Score: -8876690.000000 Penalty: 3694.210449
	Iteration 245Q: 3 clusters Score -8876690 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 80758 members 
Entering Unmasked Estep 
Score: -8876763.000000 Penalty: 3694.210449
	Iteration 246Q: 3 clusters Score -8876763 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 81140 members 
Entering Unmasked Estep 
Score: -8876816.000000 Penalty: 3694.210449
	Iteration 247Q: 3 clusters Score -8876816 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 81477 members 
Entering Unmasked Estep 
Score: -8876871.000000 Penalty: 3694.210449
	Iteration 248Q: 3 clusters Score -8876871 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 81782 members 
Entering Unmasked Estep 
Score: -8876913.000000 Penalty: 3694.210449
	Iteration 249Q: 3 clusters Score -8876913 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 82102 members 
Entering Unmasked Estep 
Score: -8876956.000000 Penalty: 3694.210449
	Iteration 250Q: 3 clusters Score -8876956 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 82386 members 
Entering Unmasked Estep 
Score: -8876997.000000 Penalty: 3694.210449
	Iteration 251Q: 3 clusters Score -8876997 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 82639 members 
Entering Unmasked Estep 
Score: -8877038.000000 Penalty: 3694.210449
	Iteration 252Q: 3 clusters Score -8877038 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 82880 members 
Entering Unmasked Estep 
Score: -8877098.000000 Penalty: 3694.210449
	Iteration 253Q: 3 clusters Score -8877098 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 83113 members 
Entering Unmasked Estep 
Score: -8877139.000000 Penalty: 3694.210449
	Iteration 254Q: 3 clusters Score -8877139 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 83353 members 
Entering Unmasked Estep 
Score: -8877172.000000 Penalty: 3694.210449
	Iteration 255Q: 3 clusters Score -8877172 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 83578 members 
Entering Unmasked Estep 
Score: -8877176.000000 Penalty: 3694.210449
	Iteration 256Q: 3 clusters Score -8877176 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 83782 members 
Entering Unmasked Estep 
Score: -8877198.000000 Penalty: 3694.210449
	Iteration 257Q: 3 clusters Score -8877198 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 83974 members 
Entering Unmasked Estep 
Score: -8877222.000000 Penalty: 3694.210449
	Iteration 258Q: 3 clusters Score -8877222 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 84153 members 
Entering Unmasked Estep 
Score: -8877247.000000 Penalty: 3694.210449
	Iteration 259Q: 3 clusters Score -8877247 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 84307 members 
Entering Unmasked Estep 
Score: -8877291.000000 Penalty: 3694.210449
	Iteration 260F: 3 clusters Score -8877291 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 84458 members 
Entering Unmasked Estep 
Score: -8877314.000000 Penalty: 3694.210449
	Iteration 261Q: 3 clusters Score -8877314 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 84588 members 
Entering Unmasked Estep 
Score: -8877356.000000 Penalty: 3694.210449
	Iteration 262Q: 3 clusters Score -8877356 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 84701 members 
Entering Unmasked Estep 
Score: -8877376.000000 Penalty: 3694.210449
	Iteration 263Q: 3 clusters Score -8877376 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 84791 members 
Entering Unmasked Estep 
Score: -8877374.000000 Penalty: 3694.210449
	Iteration 264Q: 3 clusters Score -8877374 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 84885 members 
Entering Unmasked Estep 
Score: -8877375.000000 Penalty: 3694.210449
	Iteration 265Q: 3 clusters Score -8877375 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 84965 members 
Entering Unmasked Estep 
Score: -8877401.000000 Penalty: 3694.210449
	Iteration 266Q: 3 clusters Score -8877401 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 85037 members 
Entering Unmasked Estep 
Score: -8877414.000000 Penalty: 3694.210449
	Iteration 267Q: 3 clusters Score -8877414 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 85094 members 
Entering Unmasked Estep 
Score: -8877427.000000 Penalty: 3694.210449
	Iteration 268Q: 3 clusters Score -8877427 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 85160 members 
Entering Unmasked Estep 
Score: -8877427.000000 Penalty: 3694.210449
	Iteration 269Q: 3 clusters Score -8877427 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 85212 members 
Entering Unmasked Estep 
Score: -8877451.000000 Penalty: 3694.210449
	Iteration 270Q: 3 clusters Score -8877451 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 85264 members 
Entering Unmasked Estep 
Score: -8877453.000000 Penalty: 3694.210449
	Iteration 271Q: 3 clusters Score -8877453 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 85309 members 
Entering Unmasked Estep 
Score: -8877471.000000 Penalty: 3694.210449
	Iteration 272Q: 3 clusters Score -8877471 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 85352 members 
Entering Unmasked Estep 
Score: -8877472.000000 Penalty: 3694.210449
	Iteration 273Q: 3 clusters Score -8877472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 85388 members 
Entering Unmasked Estep 
Score: -8877472.000000 Penalty: 3694.210449
	Iteration 274Q: 3 clusters Score -8877472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 85430 members 
Entering Unmasked Estep 
Score: -8877485.000000 Penalty: 3694.210449
	Iteration 275Q: 3 clusters Score -8877485 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 85467 members 
Entering Unmasked Estep 
Score: -8877505.000000 Penalty: 3694.210449
	Iteration 276Q: 3 clusters Score -8877505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 85497 members 
Entering Unmasked Estep 
Score: -8877515.000000 Penalty: 3694.210449
	Iteration 277Q: 3 clusters Score -8877515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 85527 members 
Entering Unmasked Estep 
Score: -8877519.000000 Penalty: 3694.210449
	Iteration 278Q: 3 clusters Score -8877519 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 85559 members 
Entering Unmasked Estep 
Score: -8877533.000000 Penalty: 3694.210449
	Iteration 279Q: 3 clusters Score -8877533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 85585 members 
Entering Unmasked Estep 
Score: -8877530.000000 Penalty: 3694.210449
	Iteration 280F: 3 clusters Score -8877530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 85606 members 
Entering Unmasked Estep 
Score: -8877516.000000 Penalty: 3694.210449
	Iteration 281Q: 3 clusters Score -8877516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 85621 members 
Entering Unmasked Estep 
Score: -8877525.000000 Penalty: 3694.210449
	Iteration 282Q: 3 clusters Score -8877525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 85641 members 
Entering Unmasked Estep 
Score: -8877532.000000 Penalty: 3694.210449
	Iteration 283Q: 3 clusters Score -8877532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 85648 members 
Entering Unmasked Estep 
Score: -8877532.000000 Penalty: 3694.210449
	Iteration 284Q: 3 clusters Score -8877532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 85654 members 
Entering Unmasked Estep 
Score: -8877531.000000 Penalty: 3694.210449
	Iteration 285Q: 3 clusters Score -8877531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 85661 members 
Entering Unmasked Estep 
Score: -8877534.000000 Penalty: 3694.210449
	Iteration 286Q: 3 clusters Score -8877534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 85670 members 
Entering Unmasked Estep 
Score: -8877538.000000 Penalty: 3694.210449
	Iteration 287Q: 3 clusters Score -8877538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 85677 members 
Entering Unmasked Estep 
Score: -8877548.000000 Penalty: 3694.210449
	Iteration 288Q: 3 clusters Score -8877548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 85691 members 
Entering Unmasked Estep 
Score: -8877561.000000 Penalty: 3694.210449
	Iteration 289Q: 3 clusters Score -8877561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 85696 members 
Entering Unmasked Estep 
Score: -8877541.000000 Penalty: 3694.210449
	Iteration 290Q: 3 clusters Score -8877541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 85709 members 
Entering Unmasked Estep 
Score: -8877546.000000 Penalty: 3694.210449
	Iteration 291Q: 3 clusters Score -8877546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 85716 members 
Entering Unmasked Estep 
Score: -8877542.000000 Penalty: 3694.210449
	Iteration 292Q: 3 clusters Score -8877542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 85725 members 
Entering Unmasked Estep 
Score: -8877546.000000 Penalty: 3694.210449
	Iteration 293Q: 3 clusters Score -8877546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 85732 members 
Entering Unmasked Estep 
Score: -8877552.000000 Penalty: 3694.210449
	Iteration 294Q: 3 clusters Score -8877552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 85736 members 
Entering Unmasked Estep 
Score: -8877549.000000 Penalty: 3694.210449
	Iteration 295Q: 3 clusters Score -8877549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 85739 members 
Entering Unmasked Estep 
Score: -8877554.000000 Penalty: 3694.210449
	Iteration 296Q: 3 clusters Score -8877554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 85742 members 
Entering Unmasked Estep 
Score: -8877552.000000 Penalty: 3694.210449
	Iteration 297Q: 3 clusters Score -8877552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 85744 members 
Entering Unmasked Estep 
Score: -8877552.000000 Penalty: 3694.210449
	Iteration 298Q: 3 clusters Score -8877552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 85744 members 
Entering Unmasked Estep 
Score: -8877552.000000 Penalty: 3694.210449
	Iteration 299F: 3 clusters Score -8877552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (68631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Entering Unmasked Estep 
Score: -6964125.000000 Penalty: 1809.681152
	Iteration 0F: 2 clusters Score -6964125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -6918275.000000 Penalty: 3619.362305
	Iteration 0F: 3 clusters Score -6918275 nChanged 32462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -6937375.000000 Penalty: 3619.362305
	Iteration 1F: 3 clusters Score -6937375 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -6938799.500000 Penalty: 3619.362305
	Iteration 2Q: 3 clusters Score -6938800 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -6940969.000000 Penalty: 3619.362305
	Iteration 3F: 3 clusters Score -6940969 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -6944127.500000 Penalty: 3619.362305
	Iteration 4F: 3 clusters Score -6944128 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -6948159.000000 Penalty: 3619.362305
	Iteration 5F: 3 clusters Score -6948159 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -6952605.000000 Penalty: 3619.362305
	Iteration 6F: 3 clusters Score -6952605 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 58325 members 
Entering Unmasked Estep 
Score: -6956450.500000 Penalty: 3619.362305
	Iteration 7F: 3 clusters Score -6956450 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -6958857.500000 Penalty: 3619.362305
	Iteration 8Q: 3 clusters Score -6958858 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 62029 members 
Entering Unmasked Estep 
Score: -6960101.500000 Penalty: 3619.362305
	Iteration 9Q: 3 clusters Score -6960102 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -6960721.500000 Penalty: 3619.362305
	Iteration 10Q: 3 clusters Score -6960722 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 63656 members 
Entering Unmasked Estep 
Score: -6961058.000000 Penalty: 3619.362305
	Iteration 11Q: 3 clusters Score -6961058 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -6961351.000000 Penalty: 3619.362305
	Iteration 12Q: 3 clusters Score -6961351 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 64796 members 
Entering Unmasked Estep 
Score: -6961574.500000 Penalty: 3619.362305
	Iteration 13Q: 3 clusters Score -6961574 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 65290 members 
Entering Unmasked Estep 
Score: -6961847.500000 Penalty: 3619.362305
	Iteration 14Q: 3 clusters Score -6961848 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 65728 members 
Entering Unmasked Estep 
Score: -6962052.000000 Penalty: 3619.362305
	Iteration 15Q: 3 clusters Score -6962052 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 66083 members 
Entering Unmasked Estep 
Score: -6962203.500000 Penalty: 3619.362305
	Iteration 16Q: 3 clusters Score -6962204 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 66377 members 
Entering Unmasked Estep 
Score: -6962297.500000 Penalty: 3619.362305
	Iteration 17Q: 3 clusters Score -6962298 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 66630 members 
Entering Unmasked Estep 
Score: -6962402.500000 Penalty: 3619.362305
	Iteration 18Q: 3 clusters Score -6962402 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 66840 members 
Entering Unmasked Estep 
Score: -6962479.000000 Penalty: 3619.362305
	Iteration 19Q: 3 clusters Score -6962479 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 67021 members 
Entering Unmasked Estep 
Score: -6962555.500000 Penalty: 3619.362305
	Iteration 20F: 3 clusters Score -6962556 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 67158 members 
Entering Unmasked Estep 
Score: -6962616.000000 Penalty: 3619.362305
	Iteration 21Q: 3 clusters Score -6962616 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 67287 members 
Entering Unmasked Estep 
Score: -6962644.000000 Penalty: 3619.362305
	Iteration 22Q: 3 clusters Score -6962644 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 67383 members 
Entering Unmasked Estep 
Score: -6962668.500000 Penalty: 3619.362305
	Iteration 23Q: 3 clusters Score -6962668 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 67462 members 
Entering Unmasked Estep 
Score: -6962694.500000 Penalty: 3619.362305
	Iteration 24Q: 3 clusters Score -6962694 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 67530 members 
Entering Unmasked Estep 
Score: -6962704.500000 Penalty: 3619.362305
	Iteration 25Q: 3 clusters Score -6962704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 67579 members 
Entering Unmasked Estep 
Score: -6962732.500000 Penalty: 3619.362305
	Iteration 26Q: 3 clusters Score -6962732 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 67625 members 
Entering Unmasked Estep 
Score: -6962741.500000 Penalty: 3619.362305
	Iteration 27Q: 3 clusters Score -6962742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 67657 members 
Entering Unmasked Estep 
Score: -6962749.000000 Penalty: 3619.362305
	Iteration 28Q: 3 clusters Score -6962749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 67684 members 
Entering Unmasked Estep 
Score: -6962762.000000 Penalty: 3619.362305
	Iteration 29Q: 3 clusters Score -6962762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -6962783.000000 Penalty: 3619.362305
	Iteration 30Q: 3 clusters Score -6962783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 67725 members 
Entering Unmasked Estep 
Score: -6962788.000000 Penalty: 3619.362305
	Iteration 31Q: 3 clusters Score -6962788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 67741 members 
Entering Unmasked Estep 
Score: -6962783.500000 Penalty: 3619.362305
	Iteration 32Q: 3 clusters Score -6962784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 67752 members 
Entering Unmasked Estep 
Score: -6962783.000000 Penalty: 3619.362305
	Iteration 33Q: 3 clusters Score -6962783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -6962788.500000 Penalty: 3619.362305
	Iteration 34Q: 3 clusters Score -6962788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 67779 members 
Entering Unmasked Estep 
Score: -6962782.500000 Penalty: 3619.362305
	Iteration 35Q: 3 clusters Score -6962782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 67791 members 
Entering Unmasked Estep 
Score: -6962788.500000 Penalty: 3619.362305
	Iteration 36Q: 3 clusters Score -6962788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 67801 members 
Entering Unmasked Estep 
Score: -6962782.500000 Penalty: 3619.362305
	Iteration 37Q: 3 clusters Score -6962782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 67810 members 
Entering Unmasked Estep 
Score: -6962783.000000 Penalty: 3619.362305
	Iteration 38Q: 3 clusters Score -6962783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 67816 members 
Entering Unmasked Estep 
Score: -6962791.000000 Penalty: 3619.362305
	Iteration 39Q: 3 clusters Score -6962791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 67823 members 
Entering Unmasked Estep 
Score: -6962792.500000 Penalty: 3619.362305
	Iteration 40F: 3 clusters Score -6962792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 67827 members 
Entering Unmasked Estep 
Score: -6962795.500000 Penalty: 3619.362305
	Iteration 41Q: 3 clusters Score -6962796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 67830 members 
Entering Unmasked Estep 
Score: -6962798.500000 Penalty: 3619.362305
	Iteration 42Q: 3 clusters Score -6962798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 67835 members 
Entering Unmasked Estep 
Score: -6962789.000000 Penalty: 3619.362305
	Iteration 43Q: 3 clusters Score -6962789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 67840 members 
Entering Unmasked Estep 
Score: -6962794.000000 Penalty: 3619.362305
	Iteration 44Q: 3 clusters Score -6962794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 67847 members 
Entering Unmasked Estep 
Score: -6962796.000000 Penalty: 3619.362305
	Iteration 45Q: 3 clusters Score -6962796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 67860 members 
Entering Unmasked Estep 
Score: -6962792.000000 Penalty: 3619.362305
	Iteration 46Q: 3 clusters Score -6962792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 67866 members 
Entering Unmasked Estep 
Score: -6962798.000000 Penalty: 3619.362305
	Iteration 47Q: 3 clusters Score -6962798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 67869 members 
Entering Unmasked Estep 
Score: -6962801.500000 Penalty: 3619.362305
	Iteration 48Q: 3 clusters Score -6962802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 67871 members 
Entering Unmasked Estep 
Score: -6962801.000000 Penalty: 3619.362305
	Iteration 49Q: 3 clusters Score -6962801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 67873 members 
Entering Unmasked Estep 
Score: -6962804.500000 Penalty: 3619.362305
	Iteration 50Q: 3 clusters Score -6962804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 67874 members 
Entering Unmasked Estep 
Score: -6962808.500000 Penalty: 3619.362305
	Iteration 51Q: 3 clusters Score -6962808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 67878 members 
Entering Unmasked Estep 
Score: -6962813.500000 Penalty: 3619.362305
	Iteration 52Q: 3 clusters Score -6962814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 67886 members 
Entering Unmasked Estep 
Score: -6962831.000000 Penalty: 3619.362305
	Iteration 53Q: 3 clusters Score -6962831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 67894 members 
Entering Unmasked Estep 
Score: -6962821.500000 Penalty: 3619.362305
	Iteration 54Q: 3 clusters Score -6962822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -6962826.500000 Penalty: 3619.362305
	Iteration 55Q: 3 clusters Score -6962826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 67897 members 
Entering Unmasked Estep 
Score: -6962823.500000 Penalty: 3619.362305
	Iteration 56Q: 3 clusters Score -6962824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 67897 members 
Entering Unmasked Estep 
Score: -6962823.500000 Penalty: 3619.362305
	Iteration 57F: 3 clusters Score -6962824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (165152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165152 members 
Entering Unmasked Estep 
Score: -16954884.000000 Penalty: 1952.375977
	Iteration 0F: 2 clusters Score -1.695488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 82818 members 
Entering Unmasked Estep 
Score: -16850588.000000 Penalty: 3904.751953
	Iteration 0F: 3 clusters Score -1.685059e+07 nChanged 79490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77518 members 
Mstep: Class 2 contains 87634 members 
Entering Unmasked Estep 
Score: -16897818.000000 Penalty: 3904.751953
	Iteration 1F: 3 clusters Score -1.689782e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75083 members 
Mstep: Class 2 contains 90069 members 
Entering Unmasked Estep 
Score: -16899134.000000 Penalty: 3904.751953
	Iteration 2Q: 3 clusters Score -1.689913e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71647 members 
Mstep: Class 2 contains 93505 members 
Entering Unmasked Estep 
Score: -16900938.000000 Penalty: 3904.751953
	Iteration 3Q: 3 clusters Score -1.690094e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66789 members 
Mstep: Class 2 contains 98363 members 
Entering Unmasked Estep 
Score: -16903938.000000 Penalty: 3904.751953
	Iteration 4Q: 3 clusters Score -1.690394e+07 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60363 members 
Mstep: Class 2 contains 104789 members 
Entering Unmasked Estep 
Score: -16908784.000000 Penalty: 3904.751953
	Iteration 5Q: 3 clusters Score -1.690878e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 112365 members 
Entering Unmasked Estep 
Score: -16915738.000000 Penalty: 3904.751953
	Iteration 6F: 3 clusters Score -1.691574e+07 nChanged 10311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 120424 members 
Entering Unmasked Estep 
Score: -16924076.000000 Penalty: 3904.751953
	Iteration 7F: 3 clusters Score -1.692408e+07 nChanged 9893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 127385 members 
Entering Unmasked Estep 
Score: -16931978.000000 Penalty: 3904.751953
	Iteration 8F: 3 clusters Score -1.693198e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 132169 members 
Entering Unmasked Estep 
Score: -16937700.000000 Penalty: 3904.751953
	Iteration 9Q: 3 clusters Score -1.69377e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 135404 members 
Entering Unmasked Estep 
Score: -16941006.000000 Penalty: 3904.751953
	Iteration 10Q: 3 clusters Score -1.694101e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 137781 members 
Entering Unmasked Estep 
Score: -16943114.000000 Penalty: 3904.751953
	Iteration 11Q: 3 clusters Score -1.694311e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 139738 members 
Entering Unmasked Estep 
Score: -16944642.000000 Penalty: 3904.751953
	Iteration 12Q: 3 clusters Score -1.694464e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 141480 members 
Entering Unmasked Estep 
Score: -16945698.000000 Penalty: 3904.751953
	Iteration 13Q: 3 clusters Score -1.69457e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 143105 members 
Entering Unmasked Estep 
Score: -16946490.000000 Penalty: 3904.751953
	Iteration 14Q: 3 clusters Score -1.694649e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 144620 members 
Entering Unmasked Estep 
Score: -16946994.000000 Penalty: 3904.751953
	Iteration 15Q: 3 clusters Score -1.694699e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 146059 members 
Entering Unmasked Estep 
Score: -16947450.000000 Penalty: 3904.751953
	Iteration 16Q: 3 clusters Score -1.694745e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 147425 members 
Entering Unmasked Estep 
Score: -16947914.000000 Penalty: 3904.751953
	Iteration 17Q: 3 clusters Score -1.694791e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 148751 members 
Entering Unmasked Estep 
Score: -16948426.000000 Penalty: 3904.751953
	Iteration 18Q: 3 clusters Score -1.694843e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 149991 members 
Entering Unmasked Estep 
Score: -16948802.000000 Penalty: 3904.751953
	Iteration 19Q: 3 clusters Score -1.69488e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 151177 members 
Entering Unmasked Estep 
Score: -16949320.000000 Penalty: 3904.751953
	Iteration 20F: 3 clusters Score -1.694932e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 152299 members 
Entering Unmasked Estep 
Score: -16949720.000000 Penalty: 3904.751953
	Iteration 21Q: 3 clusters Score -1.694972e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 153379 members 
Entering Unmasked Estep 
Score: -16950028.000000 Penalty: 3904.751953
	Iteration 22Q: 3 clusters Score -1.695003e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 154322 members 
Entering Unmasked Estep 
Score: -16950396.000000 Penalty: 3904.751953
	Iteration 23Q: 3 clusters Score -1.69504e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 155247 members 
Entering Unmasked Estep 
Score: -16950734.000000 Penalty: 3904.751953
	Iteration 24Q: 3 clusters Score -1.695073e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 156084 members 
Entering Unmasked Estep 
Score: -16951022.000000 Penalty: 3904.751953
	Iteration 25Q: 3 clusters Score -1.695102e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 156875 members 
Entering Unmasked Estep 
Score: -16951244.000000 Penalty: 3904.751953
	Iteration 26Q: 3 clusters Score -1.695124e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 157641 members 
Entering Unmasked Estep 
Score: -16951544.000000 Penalty: 3904.751953
	Iteration 27Q: 3 clusters Score -1.695154e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 158338 members 
Entering Unmasked Estep 
Score: -16951846.000000 Penalty: 3904.751953
	Iteration 28Q: 3 clusters Score -1.695185e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 158969 members 
Entering Unmasked Estep 
Score: -16952030.000000 Penalty: 3904.751953
	Iteration 29Q: 3 clusters Score -1.695203e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 159499 members 
Entering Unmasked Estep 
Score: -16952256.000000 Penalty: 3904.751953
	Iteration 30Q: 3 clusters Score -1.695226e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 159959 members 
Entering Unmasked Estep 
Score: -16952454.000000 Penalty: 3904.751953
	Iteration 31Q: 3 clusters Score -1.695245e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 160362 members 
Entering Unmasked Estep 
Score: -16952626.000000 Penalty: 3904.751953
	Iteration 32Q: 3 clusters Score -1.695263e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 160707 members 
Entering Unmasked Estep 
Score: -16952774.000000 Penalty: 3904.751953
	Iteration 33Q: 3 clusters Score -1.695277e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 161024 members 
Entering Unmasked Estep 
Score: -16952872.000000 Penalty: 3904.751953
	Iteration 34Q: 3 clusters Score -1.695287e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 161322 members 
Entering Unmasked Estep 
Score: -16952964.000000 Penalty: 3904.751953
	Iteration 35Q: 3 clusters Score -1.695296e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 161578 members 
Entering Unmasked Estep 
Score: -16953084.000000 Penalty: 3904.751953
	Iteration 36Q: 3 clusters Score -1.695308e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 161768 members 
Entering Unmasked Estep 
Score: -16953172.000000 Penalty: 3904.751953
	Iteration 37Q: 3 clusters Score -1.695317e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 161952 members 
Entering Unmasked Estep 
Score: -16953212.000000 Penalty: 3904.751953
	Iteration 38Q: 3 clusters Score -1.695321e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 162107 members 
Entering Unmasked Estep 
Score: -16953238.000000 Penalty: 3904.751953
	Iteration 39Q: 3 clusters Score -1.695324e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 162233 members 
Entering Unmasked Estep 
Score: -16953320.000000 Penalty: 3904.751953
	Iteration 40F: 3 clusters Score -1.695332e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 162334 members 
Entering Unmasked Estep 
Score: -16953390.000000 Penalty: 3904.751953
	Iteration 41Q: 3 clusters Score -1.695339e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 162433 members 
Entering Unmasked Estep 
Score: -16953434.000000 Penalty: 3904.751953
	Iteration 42Q: 3 clusters Score -1.695343e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 162498 members 
Entering Unmasked Estep 
Score: -16953436.000000 Penalty: 3904.751953
	Iteration 43Q: 3 clusters Score -1.695344e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 162551 members 
Entering Unmasked Estep 
Score: -16953454.000000 Penalty: 3904.751953
	Iteration 44Q: 3 clusters Score -1.695345e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 162606 members 
Entering Unmasked Estep 
Score: -16953466.000000 Penalty: 3904.751953
	Iteration 45Q: 3 clusters Score -1.695347e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 162655 members 
Entering Unmasked Estep 
Score: -16953474.000000 Penalty: 3904.751953
	Iteration 46Q: 3 clusters Score -1.695347e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 162699 members 
Entering Unmasked Estep 
Score: -16953516.000000 Penalty: 3904.751953
	Iteration 47Q: 3 clusters Score -1.695352e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 162738 members 
Entering Unmasked Estep 
Score: -16953524.000000 Penalty: 3904.751953
	Iteration 48Q: 3 clusters Score -1.695352e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 162776 members 
Entering Unmasked Estep 
Score: -16953532.000000 Penalty: 3904.751953
	Iteration 49Q: 3 clusters Score -1.695353e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 162814 members 
Entering Unmasked Estep 
Score: -16953552.000000 Penalty: 3904.751953
	Iteration 50Q: 3 clusters Score -1.695355e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 162848 members 
Entering Unmasked Estep 
Score: -16953554.000000 Penalty: 3904.751953
	Iteration 51Q: 3 clusters Score -1.695355e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 162869 members 
Entering Unmasked Estep 
Score: -16953556.000000 Penalty: 3904.751953
	Iteration 52Q: 3 clusters Score -1.695356e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 162903 members 
Entering Unmasked Estep 
Score: -16953586.000000 Penalty: 3904.751953
	Iteration 53Q: 3 clusters Score -1.695359e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 162926 members 
Entering Unmasked Estep 
Score: -16953604.000000 Penalty: 3904.751953
	Iteration 54Q: 3 clusters Score -1.69536e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 162953 members 
Entering Unmasked Estep 
Score: -16953614.000000 Penalty: 3904.751953
	Iteration 55Q: 3 clusters Score -1.695361e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 162975 members 
Entering Unmasked Estep 
Score: -16953600.000000 Penalty: 3904.751953
	Iteration 56Q: 3 clusters Score -1.69536e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 163004 members 
Entering Unmasked Estep 
Score: -16953602.000000 Penalty: 3904.751953
	Iteration 57Q: 3 clusters Score -1.69536e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 163026 members 
Entering Unmasked Estep 
Score: -16953610.000000 Penalty: 3904.751953
	Iteration 58Q: 3 clusters Score -1.695361e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 163048 members 
Entering Unmasked Estep 
Score: -16953602.000000 Penalty: 3904.751953
	Iteration 59Q: 3 clusters Score -1.69536e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 163072 members 
Entering Unmasked Estep 
Score: -16953636.000000 Penalty: 3904.751953
	Iteration 60F: 3 clusters Score -1.695364e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 163083 members 
Entering Unmasked Estep 
Score: -16953638.000000 Penalty: 3904.751953
	Iteration 61Q: 3 clusters Score -1.695364e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 163098 members 
Entering Unmasked Estep 
Score: -16953634.000000 Penalty: 3904.751953
	Iteration 62Q: 3 clusters Score -1.695363e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 163113 members 
Entering Unmasked Estep 
Score: -16953636.000000 Penalty: 3904.751953
	Iteration 63Q: 3 clusters Score -1.695364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 163118 members 
Entering Unmasked Estep 
Score: -16953628.000000 Penalty: 3904.751953
	Iteration 64Q: 3 clusters Score -1.695363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 163127 members 
Entering Unmasked Estep 
Score: -16953624.000000 Penalty: 3904.751953
	Iteration 65Q: 3 clusters Score -1.695362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 163128 members 
Entering Unmasked Estep 
Score: -16953638.000000 Penalty: 3904.751953
	Iteration 66Q: 3 clusters Score -1.695364e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 163131 members 
Entering Unmasked Estep 
Score: -16953634.000000 Penalty: 3904.751953
	Iteration 67Q: 3 clusters Score -1.695363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 163134 members 
Entering Unmasked Estep 
Score: -16953642.000000 Penalty: 3904.751953
	Iteration 68Q: 3 clusters Score -1.695364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 163137 members 
Entering Unmasked Estep 
Score: -16953630.000000 Penalty: 3904.751953
	Iteration 69Q: 3 clusters Score -1.695363e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 163143 members 
Entering Unmasked Estep 
Score: -16953632.000000 Penalty: 3904.751953
	Iteration 70Q: 3 clusters Score -1.695363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 163148 members 
Entering Unmasked Estep 
Score: -16953648.000000 Penalty: 3904.751953
	Iteration 71Q: 3 clusters Score -1.695365e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 163163 members 
Entering Unmasked Estep 
Score: -16953660.000000 Penalty: 3904.751953
	Iteration 72Q: 3 clusters Score -1.695366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 163170 members 
Entering Unmasked Estep 
Score: -16953656.000000 Penalty: 3904.751953
	Iteration 73Q: 3 clusters Score -1.695366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 163174 members 
Entering Unmasked Estep 
Score: -16953658.000000 Penalty: 3904.751953
	Iteration 74Q: 3 clusters Score -1.695366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 163179 members 
Entering Unmasked Estep 
Score: -16953660.000000 Penalty: 3904.751953
	Iteration 75Q: 3 clusters Score -1.695366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 163179 members 
Entering Unmasked Estep 
Score: -16953668.000000 Penalty: 3904.751953
	Iteration 76Q: 3 clusters Score -1.695367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 163183 members 
Entering Unmasked Estep 
Score: -16953666.000000 Penalty: 3904.751953
	Iteration 77Q: 3 clusters Score -1.695367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 163186 members 
Entering Unmasked Estep 
Score: -16953668.000000 Penalty: 3904.751953
	Iteration 78Q: 3 clusters Score -1.695367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 163191 members 
Entering Unmasked Estep 
Score: -16953658.000000 Penalty: 3904.751953
	Iteration 79Q: 3 clusters Score -1.695366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 163196 members 
Entering Unmasked Estep 
Score: -16953660.000000 Penalty: 3904.751953
	Iteration 80F: 3 clusters Score -1.695366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 163200 members 
Entering Unmasked Estep 
Score: -16953664.000000 Penalty: 3904.751953
	Iteration 81Q: 3 clusters Score -1.695366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 163206 members 
Entering Unmasked Estep 
Score: -16953658.000000 Penalty: 3904.751953
	Iteration 82Q: 3 clusters Score -1.695366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 163209 members 
Entering Unmasked Estep 
Score: -16953674.000000 Penalty: 3904.751953
	Iteration 83Q: 3 clusters Score -1.695367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 163215 members 
Entering Unmasked Estep 
Score: -16953670.000000 Penalty: 3904.751953
	Iteration 84Q: 3 clusters Score -1.695367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 163214 members 
Entering Unmasked Estep 
Score: -16953676.000000 Penalty: 3904.751953
	Iteration 85Q: 3 clusters Score -1.695368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 163216 members 
Entering Unmasked Estep 
Score: -16953678.000000 Penalty: 3904.751953
	Iteration 86Q: 3 clusters Score -1.695368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 163217 members 
Entering Unmasked Estep 
Score: -16953676.000000 Penalty: 3904.751953
	Iteration 87Q: 3 clusters Score -1.695368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 163220 members 
Entering Unmasked Estep 
Score: -16953670.000000 Penalty: 3904.751953
	Iteration 88Q: 3 clusters Score -1.695367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 163223 members 
Entering Unmasked Estep 
Score: -16953674.000000 Penalty: 3904.751953
	Iteration 89Q: 3 clusters Score -1.695367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 163227 members 
Entering Unmasked Estep 
Score: -16953688.000000 Penalty: 3904.751953
	Iteration 90Q: 3 clusters Score -1.695369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 163231 members 
Entering Unmasked Estep 
Score: -16953686.000000 Penalty: 3904.751953
	Iteration 91Q: 3 clusters Score -1.695369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 163229 members 
Entering Unmasked Estep 
Score: -16953684.000000 Penalty: 3904.751953
	Iteration 92Q: 3 clusters Score -1.695368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 163230 members 
Entering Unmasked Estep 
Score: -16953688.000000 Penalty: 3904.751953
	Iteration 93Q: 3 clusters Score -1.695369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 163236 members 
Entering Unmasked Estep 
Score: -16953686.000000 Penalty: 3904.751953
	Iteration 94Q: 3 clusters Score -1.695369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 163239 members 
Entering Unmasked Estep 
Score: -16953684.000000 Penalty: 3904.751953
	Iteration 95Q: 3 clusters Score -1.695368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 163237 members 
Entering Unmasked Estep 
Score: -16953686.000000 Penalty: 3904.751953
	Iteration 96Q: 3 clusters Score -1.695369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 163239 members 
Entering Unmasked Estep 
Score: -16953692.000000 Penalty: 3904.751953
	Iteration 97Q: 3 clusters Score -1.695369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 163243 members 
Entering Unmasked Estep 
Score: -16953698.000000 Penalty: 3904.751953
	Iteration 98Q: 3 clusters Score -1.69537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 163245 members 
Entering Unmasked Estep 
Score: -16953688.000000 Penalty: 3904.751953
	Iteration 99Q: 3 clusters Score -1.695369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 163246 members 
Entering Unmasked Estep 
Score: -16953690.000000 Penalty: 3904.751953
	Iteration 100F: 3 clusters Score -1.695369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 163248 members 
Entering Unmasked Estep 
Score: -16953690.000000 Penalty: 3904.751953
	Iteration 101Q: 3 clusters Score -1.695369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 163248 members 
Entering Unmasked Estep 
Score: -16953694.000000 Penalty: 3904.751953
	Iteration 102Q: 3 clusters Score -1.695369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 163248 members 
Entering Unmasked Estep 
Score: -16953688.000000 Penalty: 3904.751953
	Iteration 103Q: 3 clusters Score -1.695369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 163250 members 
Entering Unmasked Estep 
Score: -16953684.000000 Penalty: 3904.751953
	Iteration 104Q: 3 clusters Score -1.695368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 163251 members 
Entering Unmasked Estep 
Score: -16953684.000000 Penalty: 3904.751953
	Iteration 105Q: 3 clusters Score -1.695368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 163251 members 
Entering Unmasked Estep 
Score: -16953680.000000 Penalty: 3904.751953
	Iteration 106Q: 3 clusters Score -1.695368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 163251 members 
Entering Unmasked Estep 
Score: -16953686.000000 Penalty: 3904.751953
	Iteration 107Q: 3 clusters Score -1.695369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 163249 members 
Entering Unmasked Estep 
Score: -16953690.000000 Penalty: 3904.751953
	Iteration 108Q: 3 clusters Score -1.695369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 163249 members 
Entering Unmasked Estep 
Score: -16953690.000000 Penalty: 3904.751953
	Iteration 109F: 3 clusters Score -1.695369e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (163278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163278 members 
Entering Unmasked Estep 
Score: -16602391.000000 Penalty: 1950.521484
	Iteration 0F: 2 clusters Score -1.660239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 81612 members 
Entering Unmasked Estep 
Score: -16494345.000000 Penalty: 3901.042969
	Iteration 0F: 3 clusters Score -1.649434e+07 nChanged 78803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81873 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -16541108.000000 Penalty: 3901.042969
	Iteration 1F: 3 clusters Score -1.654111e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82314 members 
Mstep: Class 2 contains 80964 members 
Entering Unmasked Estep 
Score: -16541957.000000 Penalty: 3901.042969
	Iteration 2Q: 3 clusters Score -1.654196e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82960 members 
Mstep: Class 2 contains 80318 members 
Entering Unmasked Estep 
Score: -16542951.000000 Penalty: 3901.042969
	Iteration 3Q: 3 clusters Score -1.654295e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84008 members 
Mstep: Class 2 contains 79270 members 
Entering Unmasked Estep 
Score: -16544339.000000 Penalty: 3901.042969
	Iteration 4Q: 3 clusters Score -1.654434e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 77583 members 
Entering Unmasked Estep 
Score: -16546385.000000 Penalty: 3901.042969
	Iteration 5Q: 3 clusters Score -1.654638e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88000 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -16549442.000000 Penalty: 3901.042969
	Iteration 6Q: 3 clusters Score -1.654944e+07 nChanged 8394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91094 members 
Mstep: Class 2 contains 72184 members 
Entering Unmasked Estep 
Score: -16554326.000000 Penalty: 3901.042969
	Iteration 7F: 3 clusters Score -1.655433e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94608 members 
Mstep: Class 2 contains 68670 members 
Entering Unmasked Estep 
Score: -16561622.000000 Penalty: 3901.042969
	Iteration 8F: 3 clusters Score -1.656162e+07 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97860 members 
Mstep: Class 2 contains 65418 members 
Entering Unmasked Estep 
Score: -16570140.000000 Penalty: 3901.042969
	Iteration 9F: 3 clusters Score -1.657014e+07 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100211 members 
Mstep: Class 2 contains 63067 members 
Entering Unmasked Estep 
Score: -16575984.000000 Penalty: 3901.042969
	Iteration 10F: 3 clusters Score -1.657598e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101773 members 
Mstep: Class 2 contains 61505 members 
Entering Unmasked Estep 
Score: -16578308.000000 Penalty: 3901.042969
	Iteration 11Q: 3 clusters Score -1.657831e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103229 members 
Mstep: Class 2 contains 60049 members 
Entering Unmasked Estep 
Score: -16579109.000000 Penalty: 3901.042969
	Iteration 12Q: 3 clusters Score -1.657911e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104749 members 
Mstep: Class 2 contains 58529 members 
Entering Unmasked Estep 
Score: -16579546.000000 Penalty: 3901.042969
	Iteration 13Q: 3 clusters Score -1.657955e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106322 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -16579887.000000 Penalty: 3901.042969
	Iteration 14Q: 3 clusters Score -1.657989e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107988 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -16580343.000000 Penalty: 3901.042969
	Iteration 15Q: 3 clusters Score -1.658034e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109756 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -16580932.000000 Penalty: 3901.042969
	Iteration 16Q: 3 clusters Score -1.658093e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111728 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -16581533.000000 Penalty: 3901.042969
	Iteration 17Q: 3 clusters Score -1.658153e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113772 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -16582078.000000 Penalty: 3901.042969
	Iteration 18Q: 3 clusters Score -1.658208e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115895 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -16582684.000000 Penalty: 3901.042969
	Iteration 19Q: 3 clusters Score -1.658268e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118111 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -16583396.000000 Penalty: 3901.042969
	Iteration 20F: 3 clusters Score -1.65834e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120460 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -16584184.000000 Penalty: 3901.042969
	Iteration 21Q: 3 clusters Score -1.658418e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122885 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -16584979.000000 Penalty: 3901.042969
	Iteration 22Q: 3 clusters Score -1.658498e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125331 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -16585704.000000 Penalty: 3901.042969
	Iteration 23Q: 3 clusters Score -1.65857e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127933 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -16586660.000000 Penalty: 3901.042969
	Iteration 24Q: 3 clusters Score -1.658666e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130530 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -16587547.000000 Penalty: 3901.042969
	Iteration 25Q: 3 clusters Score -1.658755e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133051 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -16588465.000000 Penalty: 3901.042969
	Iteration 26Q: 3 clusters Score -1.658846e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135646 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -16589440.000000 Penalty: 3901.042969
	Iteration 27Q: 3 clusters Score -1.658944e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138116 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -16590353.000000 Penalty: 3901.042969
	Iteration 28Q: 3 clusters Score -1.659035e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140605 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -16591377.000000 Penalty: 3901.042969
	Iteration 29Q: 3 clusters Score -1.659138e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143037 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -16592469.000000 Penalty: 3901.042969
	Iteration 30Q: 3 clusters Score -1.659247e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145468 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -16593723.000000 Penalty: 3901.042969
	Iteration 31Q: 3 clusters Score -1.659372e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147913 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -16594770.000000 Penalty: 3901.042969
	Iteration 32Q: 3 clusters Score -1.659477e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150215 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -16595732.000000 Penalty: 3901.042969
	Iteration 33Q: 3 clusters Score -1.659573e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152334 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -16596534.000000 Penalty: 3901.042969
	Iteration 34Q: 3 clusters Score -1.659653e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154269 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -16597444.000000 Penalty: 3901.042969
	Iteration 35Q: 3 clusters Score -1.659744e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156052 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -16598164.000000 Penalty: 3901.042969
	Iteration 36Q: 3 clusters Score -1.659816e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157567 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -16598877.000000 Penalty: 3901.042969
	Iteration 37Q: 3 clusters Score -1.659888e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158800 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -16599312.000000 Penalty: 3901.042969
	Iteration 38Q: 3 clusters Score -1.659931e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159702 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -16599729.000000 Penalty: 3901.042969
	Iteration 39Q: 3 clusters Score -1.659973e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160386 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -16600024.000000 Penalty: 3901.042969
	Iteration 40F: 3 clusters Score -1.660002e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160997 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -16600208.000000 Penalty: 3901.042969
	Iteration 41Q: 3 clusters Score -1.660021e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161448 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -16600383.000000 Penalty: 3901.042969
	Iteration 42Q: 3 clusters Score -1.660038e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161778 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -16600472.000000 Penalty: 3901.042969
	Iteration 43Q: 3 clusters Score -1.660047e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162002 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -16600554.000000 Penalty: 3901.042969
	Iteration 44Q: 3 clusters Score -1.660055e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162148 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -16600587.000000 Penalty: 3901.042969
	Iteration 45Q: 3 clusters Score -1.660059e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162252 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -16600612.000000 Penalty: 3901.042969
	Iteration 46Q: 3 clusters Score -1.660061e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162332 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -16600601.000000 Penalty: 3901.042969
	Iteration 47Q: 3 clusters Score -1.66006e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162397 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -16600625.000000 Penalty: 3901.042969
	Iteration 48Q: 3 clusters Score -1.660062e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162450 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -16600646.000000 Penalty: 3901.042969
	Iteration 49Q: 3 clusters Score -1.660065e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162488 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -16600665.000000 Penalty: 3901.042969
	Iteration 50Q: 3 clusters Score -1.660066e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162525 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -16600685.000000 Penalty: 3901.042969
	Iteration 51Q: 3 clusters Score -1.660068e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162556 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -16600672.000000 Penalty: 3901.042969
	Iteration 52Q: 3 clusters Score -1.660067e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162584 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -16600680.000000 Penalty: 3901.042969
	Iteration 53Q: 3 clusters Score -1.660068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162599 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -16600692.000000 Penalty: 3901.042969
	Iteration 54Q: 3 clusters Score -1.660069e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162614 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -16600705.000000 Penalty: 3901.042969
	Iteration 55Q: 3 clusters Score -1.66007e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162632 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -16600729.000000 Penalty: 3901.042969
	Iteration 56Q: 3 clusters Score -1.660073e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162647 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -16600716.000000 Penalty: 3901.042969
	Iteration 57Q: 3 clusters Score -1.660072e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162660 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -16600735.000000 Penalty: 3901.042969
	Iteration 58Q: 3 clusters Score -1.660074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162676 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -16600740.000000 Penalty: 3901.042969
	Iteration 59Q: 3 clusters Score -1.660074e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162689 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -16600745.000000 Penalty: 3901.042969
	Iteration 60F: 3 clusters Score -1.660074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162695 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -16600747.000000 Penalty: 3901.042969
	Iteration 61Q: 3 clusters Score -1.660075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162699 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -16600751.000000 Penalty: 3901.042969
	Iteration 62Q: 3 clusters Score -1.660075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162699 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -16600747.000000 Penalty: 3901.042969
	Iteration 63Q: 3 clusters Score -1.660075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162703 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -16600745.000000 Penalty: 3901.042969
	Iteration 64Q: 3 clusters Score -1.660074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162705 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -16600750.000000 Penalty: 3901.042969
	Iteration 65Q: 3 clusters Score -1.660075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162707 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -16600758.000000 Penalty: 3901.042969
	Iteration 66Q: 3 clusters Score -1.660076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162707 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -16600758.000000 Penalty: 3901.042969
	Iteration 67F: 3 clusters Score -1.660076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Entering Unmasked Estep 
Score: -1653918.875000 Penalty: 1576.761108
	Iteration 0F: 2 clusters Score -1653919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1642615.250000 Penalty: 3153.522217
	Iteration 0F: 3 clusters Score -1642615 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1646579.125000 Penalty: 3153.522217
	Iteration 1F: 3 clusters Score -1646579 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1646852.125000 Penalty: 3153.522217
	Iteration 2Q: 3 clusters Score -1646852 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1647106.000000 Penalty: 3153.522217
	Iteration 3Q: 3 clusters Score -1647106 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1647352.500000 Penalty: 3153.522217
	Iteration 4Q: 3 clusters Score -1647352 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1647629.875000 Penalty: 3153.522217
	Iteration 5Q: 3 clusters Score -1647630 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1647937.250000 Penalty: 3153.522217
	Iteration 6Q: 3 clusters Score -1647937 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1648277.250000 Penalty: 3153.522217
	Iteration 7Q: 3 clusters Score -1648277 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1648667.000000 Penalty: 3153.522217
	Iteration 8Q: 3 clusters Score -1648667 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1649177.625000 Penalty: 3153.522217
	Iteration 9Q: 3 clusters Score -1649178 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1649757.500000 Penalty: 3153.522217
	Iteration 10F: 3 clusters Score -1649758 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1650368.250000 Penalty: 3153.522217
	Iteration 11F: 3 clusters Score -1650368 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1650899.375000 Penalty: 3153.522217
	Iteration 12Q: 3 clusters Score -1650899 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1651244.375000 Penalty: 3153.522217
	Iteration 13Q: 3 clusters Score -1651244 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1651427.250000 Penalty: 3153.522217
	Iteration 14Q: 3 clusters Score -1651427 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1651537.875000 Penalty: 3153.522217
	Iteration 15Q: 3 clusters Score -1651538 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1651615.375000 Penalty: 3153.522217
	Iteration 16Q: 3 clusters Score -1651615 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1651671.500000 Penalty: 3153.522217
	Iteration 17Q: 3 clusters Score -1651672 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1651722.875000 Penalty: 3153.522217
	Iteration 18Q: 3 clusters Score -1651723 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1651785.375000 Penalty: 3153.522217
	Iteration 19Q: 3 clusters Score -1651785 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1651829.750000 Penalty: 3153.522217
	Iteration 20F: 3 clusters Score -1651830 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1651869.375000 Penalty: 3153.522217
	Iteration 21Q: 3 clusters Score -1651869 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1651928.500000 Penalty: 3153.522217
	Iteration 22Q: 3 clusters Score -1651928 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1651966.875000 Penalty: 3153.522217
	Iteration 23Q: 3 clusters Score -1651967 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1651999.500000 Penalty: 3153.522217
	Iteration 24Q: 3 clusters Score -1652000 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1652042.625000 Penalty: 3153.522217
	Iteration 25Q: 3 clusters Score -1652043 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1652086.875000 Penalty: 3153.522217
	Iteration 26Q: 3 clusters Score -1652087 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1652128.375000 Penalty: 3153.522217
	Iteration 27Q: 3 clusters Score -1652128 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1652171.750000 Penalty: 3153.522217
	Iteration 28Q: 3 clusters Score -1652172 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1652198.625000 Penalty: 3153.522217
	Iteration 29Q: 3 clusters Score -1652199 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1652229.750000 Penalty: 3153.522217
	Iteration 30Q: 3 clusters Score -1652230 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1652255.250000 Penalty: 3153.522217
	Iteration 31Q: 3 clusters Score -1652255 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1652267.625000 Penalty: 3153.522217
	Iteration 32Q: 3 clusters Score -1652268 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1652294.125000 Penalty: 3153.522217
	Iteration 33Q: 3 clusters Score -1652294 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1652317.750000 Penalty: 3153.522217
	Iteration 34Q: 3 clusters Score -1652318 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1652346.750000 Penalty: 3153.522217
	Iteration 35Q: 3 clusters Score -1652347 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1652363.375000 Penalty: 3153.522217
	Iteration 36Q: 3 clusters Score -1652363 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1652380.000000 Penalty: 3153.522217
	Iteration 37Q: 3 clusters Score -1652380 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1652389.625000 Penalty: 3153.522217
	Iteration 38Q: 3 clusters Score -1652390 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1652412.625000 Penalty: 3153.522217
	Iteration 39Q: 3 clusters Score -1652413 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1652425.000000 Penalty: 3153.522217
	Iteration 40F: 3 clusters Score -1652425 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1652444.875000 Penalty: 3153.522217
	Iteration 41Q: 3 clusters Score -1652445 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1652458.375000 Penalty: 3153.522217
	Iteration 42Q: 3 clusters Score -1652458 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1652472.875000 Penalty: 3153.522217
	Iteration 43Q: 3 clusters Score -1652473 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1652478.875000 Penalty: 3153.522217
	Iteration 44Q: 3 clusters Score -1652479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1652491.000000 Penalty: 3153.522217
	Iteration 45Q: 3 clusters Score -1652491 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1652497.875000 Penalty: 3153.522217
	Iteration 46Q: 3 clusters Score -1652498 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1652512.750000 Penalty: 3153.522217
	Iteration 47Q: 3 clusters Score -1652513 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1652520.500000 Penalty: 3153.522217
	Iteration 48Q: 3 clusters Score -1652520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1652523.625000 Penalty: 3153.522217
	Iteration 49Q: 3 clusters Score -1652524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1652525.750000 Penalty: 3153.522217
	Iteration 50Q: 3 clusters Score -1652526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1652531.750000 Penalty: 3153.522217
	Iteration 51Q: 3 clusters Score -1652532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1652529.250000 Penalty: 3153.522217
	Iteration 52Q: 3 clusters Score -1652529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1652529.750000 Penalty: 3153.522217
	Iteration 53Q: 3 clusters Score -1652530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1652532.625000 Penalty: 3153.522217
	Iteration 54Q: 3 clusters Score -1652533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1652534.375000 Penalty: 3153.522217
	Iteration 55Q: 3 clusters Score -1652534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1652535.125000 Penalty: 3153.522217
	Iteration 56Q: 3 clusters Score -1652535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1652540.125000 Penalty: 3153.522217
	Iteration 57Q: 3 clusters Score -1652540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1652537.375000 Penalty: 3153.522217
	Iteration 58Q: 3 clusters Score -1652537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1652538.500000 Penalty: 3153.522217
	Iteration 59Q: 3 clusters Score -1652538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1652545.750000 Penalty: 3153.522217
	Iteration 60F: 3 clusters Score -1652546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1652544.875000 Penalty: 3153.522217
	Iteration 61Q: 3 clusters Score -1652545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1652551.375000 Penalty: 3153.522217
	Iteration 62Q: 3 clusters Score -1652551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1652549.750000 Penalty: 3153.522217
	Iteration 63Q: 3 clusters Score -1652550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1652551.500000 Penalty: 3153.522217
	Iteration 64Q: 3 clusters Score -1652552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1652552.125000 Penalty: 3153.522217
	Iteration 65Q: 3 clusters Score -1652552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1652553.875000 Penalty: 3153.522217
	Iteration 66Q: 3 clusters Score -1652554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1652554.125000 Penalty: 3153.522217
	Iteration 67Q: 3 clusters Score -1652554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1652554.750000 Penalty: 3153.522217
	Iteration 68Q: 3 clusters Score -1652555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1652557.250000 Penalty: 3153.522217
	Iteration 69Q: 3 clusters Score -1652557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1652557.250000 Penalty: 3153.522217
	Iteration 70F: 3 clusters Score -1652557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Entering Unmasked Estep 
Score: -2458098.250000 Penalty: 1635.252930
	Iteration 0F: 2 clusters Score -2458098 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 11763 members 
Entering Unmasked Estep 
Score: -2442165.250000 Penalty: 3270.505859
	Iteration 0F: 3 clusters Score -2442165 nChanged 10687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2447869.000000 Penalty: 3270.505859
	Iteration 1F: 3 clusters Score -2447869 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2448127.500000 Penalty: 3270.505859
	Iteration 2Q: 3 clusters Score -2448128 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2448331.000000 Penalty: 3270.505859
	Iteration 3Q: 3 clusters Score -2448331 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2448533.000000 Penalty: 3270.505859
	Iteration 4Q: 3 clusters Score -2448533 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2448754.000000 Penalty: 3270.505859
	Iteration 5Q: 3 clusters Score -2448754 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2448951.500000 Penalty: 3270.505859
	Iteration 6Q: 3 clusters Score -2448952 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2449173.750000 Penalty: 3270.505859
	Iteration 7Q: 3 clusters Score -2449174 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2449375.000000 Penalty: 3270.505859
	Iteration 8Q: 3 clusters Score -2449375 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2449587.750000 Penalty: 3270.505859
	Iteration 9Q: 3 clusters Score -2449588 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2449840.250000 Penalty: 3270.505859
	Iteration 10Q: 3 clusters Score -2449840 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2450151.500000 Penalty: 3270.505859
	Iteration 11Q: 3 clusters Score -2450152 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2450550.000000 Penalty: 3270.505859
	Iteration 12Q: 3 clusters Score -2450550 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2451087.250000 Penalty: 3270.505859
	Iteration 13Q: 3 clusters Score -2451087 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2451792.000000 Penalty: 3270.505859
	Iteration 14Q: 3 clusters Score -2451792 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2452667.250000 Penalty: 3270.505859
	Iteration 15F: 3 clusters Score -2452667 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2453577.250000 Penalty: 3270.505859
	Iteration 16Q: 3 clusters Score -2453577 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2454432.500000 Penalty: 3270.505859
	Iteration 17Q: 3 clusters Score -2454432 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -2455044.500000 Penalty: 3270.505859
	Iteration 18Q: 3 clusters Score -2455044 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -2455511.500000 Penalty: 3270.505859
	Iteration 19Q: 3 clusters Score -2455512 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -2455829.000000 Penalty: 3270.505859
	Iteration 20F: 3 clusters Score -2455829 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -2456051.500000 Penalty: 3270.505859
	Iteration 21Q: 3 clusters Score -2456052 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -2456246.250000 Penalty: 3270.505859
	Iteration 22Q: 3 clusters Score -2456246 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -2456367.750000 Penalty: 3270.505859
	Iteration 23Q: 3 clusters Score -2456368 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -2456441.750000 Penalty: 3270.505859
	Iteration 24Q: 3 clusters Score -2456442 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -2456507.500000 Penalty: 3270.505859
	Iteration 25Q: 3 clusters Score -2456508 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -2456544.250000 Penalty: 3270.505859
	Iteration 26Q: 3 clusters Score -2456544 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -2456568.500000 Penalty: 3270.505859
	Iteration 27Q: 3 clusters Score -2456568 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -2456592.250000 Penalty: 3270.505859
	Iteration 28Q: 3 clusters Score -2456592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -2456609.750000 Penalty: 3270.505859
	Iteration 29Q: 3 clusters Score -2456610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -2456628.000000 Penalty: 3270.505859
	Iteration 30Q: 3 clusters Score -2456628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -2456642.250000 Penalty: 3270.505859
	Iteration 31Q: 3 clusters Score -2456642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -2456657.000000 Penalty: 3270.505859
	Iteration 32Q: 3 clusters Score -2456657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -2456665.500000 Penalty: 3270.505859
	Iteration 33Q: 3 clusters Score -2456666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -2456677.250000 Penalty: 3270.505859
	Iteration 34Q: 3 clusters Score -2456677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -2456685.500000 Penalty: 3270.505859
	Iteration 35Q: 3 clusters Score -2456686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -2456694.000000 Penalty: 3270.505859
	Iteration 36Q: 3 clusters Score -2456694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -2456695.000000 Penalty: 3270.505859
	Iteration 37Q: 3 clusters Score -2456695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -2456700.250000 Penalty: 3270.505859
	Iteration 38Q: 3 clusters Score -2456700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -2456704.000000 Penalty: 3270.505859
	Iteration 39Q: 3 clusters Score -2456704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -2456704.500000 Penalty: 3270.505859
	Iteration 40F: 3 clusters Score -2456704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -2456708.750000 Penalty: 3270.505859
	Iteration 41Q: 3 clusters Score -2456709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -2456708.750000 Penalty: 3270.505859
	Iteration 42F: 3 clusters Score -2456709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Entering Unmasked Estep 
Score: -1415965.625000 Penalty: 1552.490601
	Iteration 0F: 2 clusters Score -1415966 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 7107 members 
Entering Unmasked Estep 
Score: -1406315.500000 Penalty: 3104.981201
	Iteration 0F: 3 clusters Score -1406316 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1409429.500000 Penalty: 3104.981201
	Iteration 1F: 3 clusters Score -1409430 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1409674.500000 Penalty: 3104.981201
	Iteration 2F: 3 clusters Score -1409674 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1409879.500000 Penalty: 3104.981201
	Iteration 3Q: 3 clusters Score -1409880 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1410048.875000 Penalty: 3104.981201
	Iteration 4Q: 3 clusters Score -1410049 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1410219.250000 Penalty: 3104.981201
	Iteration 5Q: 3 clusters Score -1410219 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1410427.125000 Penalty: 3104.981201
	Iteration 6Q: 3 clusters Score -1410427 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1410688.125000 Penalty: 3104.981201
	Iteration 7Q: 3 clusters Score -1410688 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1411039.750000 Penalty: 3104.981201
	Iteration 8Q: 3 clusters Score -1411040 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1411514.000000 Penalty: 3104.981201
	Iteration 9F: 3 clusters Score -1411514 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1412104.250000 Penalty: 3104.981201
	Iteration 10F: 3 clusters Score -1412104 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1412725.000000 Penalty: 3104.981201
	Iteration 11F: 3 clusters Score -1412725 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1413304.375000 Penalty: 3104.981201
	Iteration 12Q: 3 clusters Score -1413304 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1413769.000000 Penalty: 3104.981201
	Iteration 13Q: 3 clusters Score -1413769 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1414108.500000 Penalty: 3104.981201
	Iteration 14Q: 3 clusters Score -1414108 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1414321.750000 Penalty: 3104.981201
	Iteration 15Q: 3 clusters Score -1414322 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1414430.375000 Penalty: 3104.981201
	Iteration 16Q: 3 clusters Score -1414430 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1414502.750000 Penalty: 3104.981201
	Iteration 17Q: 3 clusters Score -1414503 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1414545.250000 Penalty: 3104.981201
	Iteration 18Q: 3 clusters Score -1414545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1414564.750000 Penalty: 3104.981201
	Iteration 19Q: 3 clusters Score -1414565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1414570.250000 Penalty: 3104.981201
	Iteration 20F: 3 clusters Score -1414570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1414578.500000 Penalty: 3104.981201
	Iteration 21Q: 3 clusters Score -1414578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1414586.125000 Penalty: 3104.981201
	Iteration 22Q: 3 clusters Score -1414586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1414593.500000 Penalty: 3104.981201
	Iteration 23Q: 3 clusters Score -1414594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1414601.375000 Penalty: 3104.981201
	Iteration 24Q: 3 clusters Score -1414601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1414610.250000 Penalty: 3104.981201
	Iteration 25Q: 3 clusters Score -1414610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1414611.125000 Penalty: 3104.981201
	Iteration 26Q: 3 clusters Score -1414611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1414614.000000 Penalty: 3104.981201
	Iteration 27Q: 3 clusters Score -1414614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1414615.500000 Penalty: 3104.981201
	Iteration 28Q: 3 clusters Score -1414616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1414617.500000 Penalty: 3104.981201
	Iteration 29Q: 3 clusters Score -1414618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1414618.750000 Penalty: 3104.981201
	Iteration 30Q: 3 clusters Score -1414619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1414620.000000 Penalty: 3104.981201
	Iteration 31Q: 3 clusters Score -1414620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1414621.375000 Penalty: 3104.981201
	Iteration 32Q: 3 clusters Score -1414621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1414627.125000 Penalty: 3104.981201
	Iteration 33Q: 3 clusters Score -1414627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1414628.125000 Penalty: 3104.981201
	Iteration 34Q: 3 clusters Score -1414628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1414628.625000 Penalty: 3104.981201
	Iteration 35Q: 3 clusters Score -1414629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1414628.625000 Penalty: 3104.981201
	Iteration 36F: 3 clusters Score -1414629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Entering Unmasked Estep 
Score: -213652.328125 Penalty: 1266.189575
	Iteration 0F: 2 clusters Score -213652.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -211315.703125 Penalty: 2532.379150
	Iteration 0F: 3 clusters Score -211315.7 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -212018.968750 Penalty: 2532.379150
	Iteration 1F: 3 clusters Score -212019 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -212193.421875 Penalty: 2532.379150
	Iteration 2F: 3 clusters Score -212193.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -212315.562500 Penalty: 2532.379150
	Iteration 3F: 3 clusters Score -212315.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -212408.156250 Penalty: 2532.379150
	Iteration 4Q: 3 clusters Score -212408.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -212470.218750 Penalty: 2532.379150
	Iteration 5Q: 3 clusters Score -212470.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -212505.750000 Penalty: 2532.379150
	Iteration 6Q: 3 clusters Score -212505.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -212540.921875 Penalty: 2532.379150
	Iteration 7Q: 3 clusters Score -212540.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -212571.953125 Penalty: 2532.379150
	Iteration 8Q: 3 clusters Score -212572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -212611.750000 Penalty: 2532.379150
	Iteration 9Q: 3 clusters Score -212611.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -212634.968750 Penalty: 2532.379150
	Iteration 10Q: 3 clusters Score -212635 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -212648.562500 Penalty: 2532.379150
	Iteration 11Q: 3 clusters Score -212648.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -212656.500000 Penalty: 2532.379150
	Iteration 12Q: 3 clusters Score -212656.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -212664.656250 Penalty: 2532.379150
	Iteration 13Q: 3 clusters Score -212664.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -212669.937500 Penalty: 2532.379150
	Iteration 14Q: 3 clusters Score -212669.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -212673.921875 Penalty: 2532.379150
	Iteration 15Q: 3 clusters Score -212673.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -212675.046875 Penalty: 2532.379150
	Iteration 16Q: 3 clusters Score -212675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -212675.531250 Penalty: 2532.379150
	Iteration 17Q: 3 clusters Score -212675.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -212675.531250 Penalty: 2532.379150
	Iteration 18F: 3 clusters Score -212675.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (141869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141869 members 
Entering Unmasked Estep 
Score: -14605248.000000 Penalty: 1927.682129
	Iteration 0F: 2 clusters Score -1.460525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71182 members 
Mstep: Class 2 contains 70687 members 
Entering Unmasked Estep 
Score: -14513258.000000 Penalty: 3855.364258
	Iteration 0F: 3 clusters Score -1.451326e+07 nChanged 68088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 64077 members 
Entering Unmasked Estep 
Score: -14553845.000000 Penalty: 3855.364258
	Iteration 1F: 3 clusters Score -1.455384e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82395 members 
Mstep: Class 2 contains 59474 members 
Entering Unmasked Estep 
Score: -14555873.000000 Penalty: 3855.364258
	Iteration 2Q: 3 clusters Score -1.455587e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89187 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -14559438.000000 Penalty: 3855.364258
	Iteration 3F: 3 clusters Score -1.455944e+07 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98757 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -14565526.000000 Penalty: 3855.364258
	Iteration 4F: 3 clusters Score -1.456553e+07 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110800 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -14575099.000000 Penalty: 3855.364258
	Iteration 5F: 3 clusters Score -1.45751e+07 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123352 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -14586493.000000 Penalty: 3855.364258
	Iteration 6F: 3 clusters Score -1.458649e+07 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133356 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -14596175.000000 Penalty: 3855.364258
	Iteration 7F: 3 clusters Score -1.459618e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138923 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -14601329.000000 Penalty: 3855.364258
	Iteration 8Q: 3 clusters Score -1.460133e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140946 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -14602864.000000 Penalty: 3855.364258
	Iteration 9Q: 3 clusters Score -1.460286e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141490 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -14603302.000000 Penalty: 3855.364258
	Iteration 10Q: 3 clusters Score -1.46033e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141628 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -14603465.000000 Penalty: 3855.364258
	Iteration 11Q: 3 clusters Score -1.460346e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141673 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14603539.000000 Penalty: 3855.364258
	Iteration 12Q: 3 clusters Score -1.460354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141679 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -14603577.000000 Penalty: 3855.364258
	Iteration 13Q: 3 clusters Score -1.460358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141690 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14603569.000000 Penalty: 3855.364258
	Iteration 14Q: 3 clusters Score -1.460357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141694 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14603593.000000 Penalty: 3855.364258
	Iteration 15Q: 3 clusters Score -1.460359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141697 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14603605.000000 Penalty: 3855.364258
	Iteration 16Q: 3 clusters Score -1.46036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141702 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14603613.000000 Penalty: 3855.364258
	Iteration 17Q: 3 clusters Score -1.460361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141700 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14603616.000000 Penalty: 3855.364258
	Iteration 18Q: 3 clusters Score -1.460362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141698 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14603616.000000 Penalty: 3855.364258
	Iteration 19Q: 3 clusters Score -1.460362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141698 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14603616.000000 Penalty: 3855.364258
	Iteration 20F: 3 clusters Score -1.460362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (149225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149225 members 
Entering Unmasked Estep 
Score: -15165242.000000 Penalty: 1935.896729
	Iteration 0F: 2 clusters Score -1.516524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74602 members 
Mstep: Class 2 contains 74623 members 
Entering Unmasked Estep 
Score: -15066020.000000 Penalty: 3871.793457
	Iteration 0F: 3 clusters Score -1.506602e+07 nChanged 72109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73011 members 
Mstep: Class 2 contains 76214 members 
Entering Unmasked Estep 
Score: -15108462.000000 Penalty: 3871.793457
	Iteration 1F: 3 clusters Score -1.510846e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71702 members 
Mstep: Class 2 contains 77523 members 
Entering Unmasked Estep 
Score: -15109491.000000 Penalty: 3871.793457
	Iteration 2Q: 3 clusters Score -1.510949e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69731 members 
Mstep: Class 2 contains 79494 members 
Entering Unmasked Estep 
Score: -15110878.000000 Penalty: 3871.793457
	Iteration 3Q: 3 clusters Score -1.511088e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66869 members 
Mstep: Class 2 contains 82356 members 
Entering Unmasked Estep 
Score: -15112650.000000 Penalty: 3871.793457
	Iteration 4Q: 3 clusters Score -1.511265e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62911 members 
Mstep: Class 2 contains 86314 members 
Entering Unmasked Estep 
Score: -15114932.000000 Penalty: 3871.793457
	Iteration 5Q: 3 clusters Score -1.511493e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 91699 members 
Entering Unmasked Estep 
Score: -15118461.000000 Penalty: 3871.793457
	Iteration 6Q: 3 clusters Score -1.511846e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 98619 members 
Entering Unmasked Estep 
Score: -15123724.000000 Penalty: 3871.793457
	Iteration 7F: 3 clusters Score -1.512372e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 106728 members 
Entering Unmasked Estep 
Score: -15130851.000000 Penalty: 3871.793457
	Iteration 8F: 3 clusters Score -1.513085e+07 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 114870 members 
Entering Unmasked Estep 
Score: -15138414.000000 Penalty: 3871.793457
	Iteration 9F: 3 clusters Score -1.513841e+07 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 122203 members 
Entering Unmasked Estep 
Score: -15145266.000000 Penalty: 3871.793457
	Iteration 10F: 3 clusters Score -1.514527e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 128052 members 
Entering Unmasked Estep 
Score: -15150166.000000 Penalty: 3871.793457
	Iteration 11Q: 3 clusters Score -1.515017e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 132538 members 
Entering Unmasked Estep 
Score: -15153404.000000 Penalty: 3871.793457
	Iteration 12Q: 3 clusters Score -1.51534e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 136106 members 
Entering Unmasked Estep 
Score: -15155684.000000 Penalty: 3871.793457
	Iteration 13Q: 3 clusters Score -1.515568e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 139162 members 
Entering Unmasked Estep 
Score: -15157687.000000 Penalty: 3871.793457
	Iteration 14Q: 3 clusters Score -1.515769e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 141722 members 
Entering Unmasked Estep 
Score: -15159331.000000 Penalty: 3871.793457
	Iteration 15Q: 3 clusters Score -1.515933e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 143754 members 
Entering Unmasked Estep 
Score: -15160620.000000 Penalty: 3871.793457
	Iteration 16Q: 3 clusters Score -1.516062e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 145425 members 
Entering Unmasked Estep 
Score: -15161694.000000 Penalty: 3871.793457
	Iteration 17Q: 3 clusters Score -1.516169e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 146674 members 
Entering Unmasked Estep 
Score: -15162501.000000 Penalty: 3871.793457
	Iteration 18Q: 3 clusters Score -1.51625e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 147554 members 
Entering Unmasked Estep 
Score: -15163046.000000 Penalty: 3871.793457
	Iteration 19Q: 3 clusters Score -1.516305e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 148091 members 
Entering Unmasked Estep 
Score: -15163257.000000 Penalty: 3871.793457
	Iteration 20F: 3 clusters Score -1.516326e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 148408 members 
Entering Unmasked Estep 
Score: -15163407.000000 Penalty: 3871.793457
	Iteration 21Q: 3 clusters Score -1.516341e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 148572 members 
Entering Unmasked Estep 
Score: -15163492.000000 Penalty: 3871.793457
	Iteration 22Q: 3 clusters Score -1.516349e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 148657 members 
Entering Unmasked Estep 
Score: -15163535.000000 Penalty: 3871.793457
	Iteration 23Q: 3 clusters Score -1.516354e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 148701 members 
Entering Unmasked Estep 
Score: -15163563.000000 Penalty: 3871.793457
	Iteration 24Q: 3 clusters Score -1.516356e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 148727 members 
Entering Unmasked Estep 
Score: -15163562.000000 Penalty: 3871.793457
	Iteration 25Q: 3 clusters Score -1.516356e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 148752 members 
Entering Unmasked Estep 
Score: -15163599.000000 Penalty: 3871.793457
	Iteration 26Q: 3 clusters Score -1.51636e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 148780 members 
Entering Unmasked Estep 
Score: -15163615.000000 Penalty: 3871.793457
	Iteration 27Q: 3 clusters Score -1.516362e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 148797 members 
Entering Unmasked Estep 
Score: -15163638.000000 Penalty: 3871.793457
	Iteration 28Q: 3 clusters Score -1.516364e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 148812 members 
Entering Unmasked Estep 
Score: -15163638.000000 Penalty: 3871.793457
	Iteration 29Q: 3 clusters Score -1.516364e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 148825 members 
Entering Unmasked Estep 
Score: -15163637.000000 Penalty: 3871.793457
	Iteration 30Q: 3 clusters Score -1.516364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 148833 members 
Entering Unmasked Estep 
Score: -15163647.000000 Penalty: 3871.793457
	Iteration 31Q: 3 clusters Score -1.516365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 148836 members 
Entering Unmasked Estep 
Score: -15163643.000000 Penalty: 3871.793457
	Iteration 32Q: 3 clusters Score -1.516364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 148837 members 
Entering Unmasked Estep 
Score: -15163641.000000 Penalty: 3871.793457
	Iteration 33Q: 3 clusters Score -1.516364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 148839 members 
Entering Unmasked Estep 
Score: -15163645.000000 Penalty: 3871.793457
	Iteration 34Q: 3 clusters Score -1.516364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 148843 members 
Entering Unmasked Estep 
Score: -15163646.000000 Penalty: 3871.793457
	Iteration 35Q: 3 clusters Score -1.516365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 148845 members 
Entering Unmasked Estep 
Score: -15163638.000000 Penalty: 3871.793457
	Iteration 36Q: 3 clusters Score -1.516364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 148845 members 
Entering Unmasked Estep 
Score: -15163635.000000 Penalty: 3871.793457
	Iteration 37Q: 3 clusters Score -1.516364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 148845 members 
Entering Unmasked Estep 
Score: -15163632.000000 Penalty: 3871.793457
	Iteration 38Q: 3 clusters Score -1.516363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 148847 members 
Entering Unmasked Estep 
Score: -15163636.000000 Penalty: 3871.793457
	Iteration 39Q: 3 clusters Score -1.516364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 148849 members 
Entering Unmasked Estep 
Score: -15163638.000000 Penalty: 3871.793457
	Iteration 40F: 3 clusters Score -1.516364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 148851 members 
Entering Unmasked Estep 
Score: -15163636.000000 Penalty: 3871.793457
	Iteration 41Q: 3 clusters Score -1.516364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 148851 members 
Entering Unmasked Estep 
Score: -15163636.000000 Penalty: 3871.793457
	Iteration 42F: 3 clusters Score -1.516364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (162096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162096 members 
Entering Unmasked Estep 
Score: -16335599.000000 Penalty: 1949.340942
	Iteration 0F: 2 clusters Score -1.63356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80989 members 
Mstep: Class 2 contains 81107 members 
Entering Unmasked Estep 
Score: -16229059.000000 Penalty: 3898.681885
	Iteration 0F: 3 clusters Score -1.622906e+07 nChanged 78417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81816 members 
Mstep: Class 2 contains 80280 members 
Entering Unmasked Estep 
Score: -16275002.000000 Penalty: 3898.681885
	Iteration 1F: 3 clusters Score -1.6275e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82431 members 
Mstep: Class 2 contains 79665 members 
Entering Unmasked Estep 
Score: -16275892.000000 Penalty: 3898.681885
	Iteration 2Q: 3 clusters Score -1.627589e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83308 members 
Mstep: Class 2 contains 78788 members 
Entering Unmasked Estep 
Score: -16276717.000000 Penalty: 3898.681885
	Iteration 3Q: 3 clusters Score -1.627672e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84674 members 
Mstep: Class 2 contains 77422 members 
Entering Unmasked Estep 
Score: -16277601.000000 Penalty: 3898.681885
	Iteration 4Q: 3 clusters Score -1.62776e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86635 members 
Mstep: Class 2 contains 75461 members 
Entering Unmasked Estep 
Score: -16278876.000000 Penalty: 3898.681885
	Iteration 5Q: 3 clusters Score -1.627888e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Mstep: Class 2 contains 72667 members 
Entering Unmasked Estep 
Score: -16280154.000000 Penalty: 3898.681885
	Iteration 6Q: 3 clusters Score -1.628015e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93411 members 
Mstep: Class 2 contains 68685 members 
Entering Unmasked Estep 
Score: -16281961.000000 Penalty: 3898.681885
	Iteration 7Q: 3 clusters Score -1.628196e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98907 members 
Mstep: Class 2 contains 63189 members 
Entering Unmasked Estep 
Score: -16284738.000000 Penalty: 3898.681885
	Iteration 8Q: 3 clusters Score -1.628474e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106156 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
Score: -16288421.000000 Penalty: 3898.681885
	Iteration 9F: 3 clusters Score -1.628842e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115489 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -16294554.000000 Penalty: 3898.681885
	Iteration 10F: 3 clusters Score -1.629455e+07 nChanged 11554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126779 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -16303488.000000 Penalty: 3898.681885
	Iteration 11F: 3 clusters Score -1.630349e+07 nChanged 11892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138613 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -16314128.000000 Penalty: 3898.681885
	Iteration 12F: 3 clusters Score -1.631413e+07 nChanged 10312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148895 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -16324115.000000 Penalty: 3898.681885
	Iteration 13F: 3 clusters Score -1.632412e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155813 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -16329880.000000 Penalty: 3898.681885
	Iteration 14Q: 3 clusters Score -1.632988e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159358 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -16332321.000000 Penalty: 3898.681885
	Iteration 15Q: 3 clusters Score -1.633232e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160859 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -16333227.000000 Penalty: 3898.681885
	Iteration 16Q: 3 clusters Score -1.633323e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161431 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -16333582.000000 Penalty: 3898.681885
	Iteration 17Q: 3 clusters Score -1.633358e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161639 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -16333721.000000 Penalty: 3898.681885
	Iteration 18Q: 3 clusters Score -1.633372e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161731 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -16333818.000000 Penalty: 3898.681885
	Iteration 19Q: 3 clusters Score -1.633382e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161779 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -16333867.000000 Penalty: 3898.681885
	Iteration 20F: 3 clusters Score -1.633387e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161805 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16333907.000000 Penalty: 3898.681885
	Iteration 21Q: 3 clusters Score -1.633391e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161814 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16333920.000000 Penalty: 3898.681885
	Iteration 22Q: 3 clusters Score -1.633392e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161826 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -16333954.000000 Penalty: 3898.681885
	Iteration 23Q: 3 clusters Score -1.633395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161831 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -16333971.000000 Penalty: 3898.681885
	Iteration 24Q: 3 clusters Score -1.633397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161830 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16333974.000000 Penalty: 3898.681885
	Iteration 25Q: 3 clusters Score -1.633397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161832 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -16333978.000000 Penalty: 3898.681885
	Iteration 26Q: 3 clusters Score -1.633398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161834 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -16333979.000000 Penalty: 3898.681885
	Iteration 27Q: 3 clusters Score -1.633398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161836 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -16333973.000000 Penalty: 3898.681885
	Iteration 28Q: 3 clusters Score -1.633397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161842 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -16333973.000000 Penalty: 3898.681885
	Iteration 29Q: 3 clusters Score -1.633397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161841 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16333985.000000 Penalty: 3898.681885
	Iteration 30Q: 3 clusters Score -1.633398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161840 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -16333988.000000 Penalty: 3898.681885
	Iteration 31Q: 3 clusters Score -1.633399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161840 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -16333988.000000 Penalty: 3898.681885
	Iteration 32F: 3 clusters Score -1.633399e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -94021.156250 Penalty: 1114.687378
	Iteration 0F: 2 clusters Score -94021.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -92600.445312 Penalty: 2229.374756
	Iteration 0F: 3 clusters Score -92600.45 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -92832.625000 Penalty: 2229.374756
	Iteration 1F: 3 clusters Score -92832.62 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -92897.039062 Penalty: 2229.374756
	Iteration 2F: 3 clusters Score -92897.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -92926.921875 Penalty: 2229.374756
	Iteration 3Q: 3 clusters Score -92926.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -92937.078125 Penalty: 2229.374756
	Iteration 4Q: 3 clusters Score -92937.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -92946.429688 Penalty: 2229.374756
	Iteration 5Q: 3 clusters Score -92946.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -92953.718750 Penalty: 2229.374756
	Iteration 6Q: 3 clusters Score -92953.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -92959.921875 Penalty: 2229.374756
	Iteration 7Q: 3 clusters Score -92959.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -92961.492188 Penalty: 2229.374756
	Iteration 8Q: 3 clusters Score -92961.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -92963.593750 Penalty: 2229.374756
	Iteration 9Q: 3 clusters Score -92963.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -92965.265625 Penalty: 2229.374756
	Iteration 10Q: 3 clusters Score -92965.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -92965.265625 Penalty: 2229.374756
	Iteration 11F: 3 clusters Score -92965.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 21429 members 
Mstep: Class 3 contains 144044 members 
Mstep: Class 4 contains 45011 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16571 members 
Mstep: Class 9 contains 59698 members 
Mstep: Class 10 contains 86405 members 
Mstep: Class 11 contains 68631 members 
Mstep: Class 12 contains 165152 members 
Mstep: Class 13 contains 163278 members 
Mstep: Class 14 contains 16369 members 
Mstep: Class 15 contains 23461 members 
Mstep: Class 16 contains 14098 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141869 members 
Mstep: Class 20 contains 149225 members 
Mstep: Class 21 contains 162096 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975296.000000 Penalty: 43433.996094
Iteration 319Q: 20 clusters Score -1.279753e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 21427 members 
Mstep: Class 3 contains 144034 members 
Mstep: Class 4 contains 45015 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16571 members 
Mstep: Class 9 contains 59699 members 
Mstep: Class 10 contains 86406 members 
Mstep: Class 11 contains 68630 members 
Mstep: Class 12 contains 165152 members 
Mstep: Class 13 contains 163281 members 
Mstep: Class 14 contains 16366 members 
Mstep: Class 15 contains 23459 members 
Mstep: Class 16 contains 14098 members 
Mstep: Class 17 contains 2422 members 
Mstep: Class 18 contains 141880 members 
Mstep: Class 20 contains 149225 members 
Mstep: Class 21 contains 162092 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975384.000000 Penalty: 43433.996094
Iteration 320F: 20 clusters Score -1.279754e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 21427 members 
Mstep: Class 3 contains 144031 members 
Mstep: Class 4 contains 45019 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16570 members 
Mstep: Class 9 contains 59699 members 
Mstep: Class 10 contains 86409 members 
Mstep: Class 11 contains 68625 members 
Mstep: Class 12 contains 165152 members 
Mstep: Class 13 contains 163281 members 
Mstep: Class 14 contains 16362 members 
Mstep: Class 15 contains 23456 members 
Mstep: Class 16 contains 14096 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141892 members 
Mstep: Class 20 contains 149224 members 
Mstep: Class 21 contains 162093 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975400.000000 Penalty: 43433.996094
Iteration 321Q: 20 clusters Score -1.279754e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 21425 members 
Mstep: Class 3 contains 144030 members 
Mstep: Class 4 contains 45020 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16571 members 
Mstep: Class 9 contains 59699 members 
Mstep: Class 10 contains 86404 members 
Mstep: Class 11 contains 68623 members 
Mstep: Class 12 contains 165152 members 
Mstep: Class 13 contains 163281 members 
Mstep: Class 14 contains 16359 members 
Mstep: Class 15 contains 23453 members 
Mstep: Class 16 contains 14098 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141896 members 
Mstep: Class 20 contains 149227 members 
Mstep: Class 21 contains 162098 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975416.000000 Penalty: 43433.996094
Iteration 322Q: 20 clusters Score -1.279754e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 21423 members 
Mstep: Class 3 contains 144029 members 
Mstep: Class 4 contains 45022 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16571 members 
Mstep: Class 9 contains 59697 members 
Mstep: Class 10 contains 86404 members 
Mstep: Class 11 contains 68624 members 
Mstep: Class 12 contains 165152 members 
Mstep: Class 13 contains 163283 members 
Mstep: Class 14 contains 16357 members 
Mstep: Class 15 contains 23450 members 
Mstep: Class 16 contains 14100 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141904 members 
Mstep: Class 20 contains 149226 members 
Mstep: Class 21 contains 162094 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975296.000000 Penalty: 43433.996094
Iteration 323Q: 20 clusters Score -1.279753e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 21422 members 
Mstep: Class 3 contains 144029 members 
Mstep: Class 4 contains 45022 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59698 members 
Mstep: Class 10 contains 86406 members 
Mstep: Class 11 contains 68622 members 
Mstep: Class 12 contains 165150 members 
Mstep: Class 13 contains 163284 members 
Mstep: Class 14 contains 16354 members 
Mstep: Class 15 contains 23449 members 
Mstep: Class 16 contains 14101 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141911 members 
Mstep: Class 20 contains 149227 members 
Mstep: Class 21 contains 162090 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975336.000000 Penalty: 43433.996094
Iteration 324Q: 20 clusters Score -1.279753e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 21418 members 
Mstep: Class 3 contains 144029 members 
Mstep: Class 4 contains 45023 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16574 members 
Mstep: Class 9 contains 59699 members 
Mstep: Class 10 contains 86405 members 
Mstep: Class 11 contains 68621 members 
Mstep: Class 12 contains 165150 members 
Mstep: Class 13 contains 163282 members 
Mstep: Class 14 contains 16354 members 
Mstep: Class 15 contains 23449 members 
Mstep: Class 16 contains 14103 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141913 members 
Mstep: Class 20 contains 149226 members 
Mstep: Class 21 contains 162091 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975368.000000 Penalty: 43433.996094
Iteration 325Q: 20 clusters Score -1.279754e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 144028 members 
Mstep: Class 4 contains 45023 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16574 members 
Mstep: Class 9 contains 59699 members 
Mstep: Class 10 contains 86405 members 
Mstep: Class 11 contains 68621 members 
Mstep: Class 12 contains 165149 members 
Mstep: Class 13 contains 163282 members 
Mstep: Class 14 contains 16354 members 
Mstep: Class 15 contains 23448 members 
Mstep: Class 16 contains 14107 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141915 members 
Mstep: Class 20 contains 149227 members 
Mstep: Class 21 contains 162091 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975376.000000 Penalty: 43433.996094
Iteration 326Q: 20 clusters Score -1.279754e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 21405 members 
Mstep: Class 3 contains 144026 members 
Mstep: Class 4 contains 45023 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16574 members 
Mstep: Class 9 contains 59698 members 
Mstep: Class 10 contains 86407 members 
Mstep: Class 11 contains 68621 members 
Mstep: Class 12 contains 165148 members 
Mstep: Class 13 contains 163284 members 
Mstep: Class 14 contains 16354 members 
Mstep: Class 15 contains 23450 members 
Mstep: Class 16 contains 14112 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141914 members 
Mstep: Class 20 contains 149227 members 
Mstep: Class 21 contains 162094 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975336.000000 Penalty: 43433.996094
Iteration 327Q: 20 clusters Score -1.279753e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 21398 members 
Mstep: Class 3 contains 144021 members 
Mstep: Class 4 contains 45023 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16574 members 
Mstep: Class 9 contains 59700 members 
Mstep: Class 10 contains 86407 members 
Mstep: Class 11 contains 68621 members 
Mstep: Class 12 contains 165148 members 
Mstep: Class 13 contains 163282 members 
Mstep: Class 14 contains 16352 members 
Mstep: Class 15 contains 23453 members 
Mstep: Class 16 contains 14118 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141918 members 
Mstep: Class 20 contains 149228 members 
Mstep: Class 21 contains 162094 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975360.000000 Penalty: 43433.996094
Iteration 328Q: 20 clusters Score -1.279754e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 21393 members 
Mstep: Class 3 contains 144018 members 
Mstep: Class 4 contains 45023 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16574 members 
Mstep: Class 9 contains 59703 members 
Mstep: Class 10 contains 86407 members 
Mstep: Class 11 contains 68619 members 
Mstep: Class 12 contains 165147 members 
Mstep: Class 13 contains 163279 members 
Mstep: Class 14 contains 16351 members 
Mstep: Class 15 contains 23452 members 
Mstep: Class 16 contains 14120 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141922 members 
Mstep: Class 20 contains 149230 members 
Mstep: Class 21 contains 162100 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975408.000000 Penalty: 43433.996094
Iteration 329Q: 20 clusters Score -1.279754e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 21386 members 
Mstep: Class 3 contains 144015 members 
Mstep: Class 4 contains 45023 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16574 members 
Mstep: Class 9 contains 59702 members 
Mstep: Class 10 contains 86408 members 
Mstep: Class 11 contains 68619 members 
Mstep: Class 12 contains 165146 members 
Mstep: Class 13 contains 163278 members 
Mstep: Class 14 contains 16352 members 
Mstep: Class 15 contains 23452 members 
Mstep: Class 16 contains 14128 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141926 members 
Mstep: Class 20 contains 149232 members 
Mstep: Class 21 contains 162098 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975368.000000 Penalty: 43433.996094
Iteration 330Q: 20 clusters Score -1.279754e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 21380 members 
Mstep: Class 3 contains 144013 members 
Mstep: Class 4 contains 45022 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16574 members 
Mstep: Class 9 contains 59702 members 
Mstep: Class 10 contains 86409 members 
Mstep: Class 11 contains 68619 members 
Mstep: Class 12 contains 165146 members 
Mstep: Class 13 contains 163276 members 
Mstep: Class 14 contains 16354 members 
Mstep: Class 15 contains 23452 members 
Mstep: Class 16 contains 14129 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141930 members 
Mstep: Class 20 contains 149231 members 
Mstep: Class 21 contains 162102 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975392.000000 Penalty: 43433.996094
Iteration 331Q: 20 clusters Score -1.279754e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 21374 members 
Mstep: Class 3 contains 144013 members 
Mstep: Class 4 contains 45021 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59702 members 
Mstep: Class 10 contains 86410 members 
Mstep: Class 11 contains 68618 members 
Mstep: Class 12 contains 165146 members 
Mstep: Class 13 contains 163277 members 
Mstep: Class 14 contains 16355 members 
Mstep: Class 15 contains 23452 members 
Mstep: Class 16 contains 14135 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141928 members 
Mstep: Class 20 contains 149234 members 
Mstep: Class 21 contains 162102 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975400.000000 Penalty: 43433.996094
Iteration 332Q: 20 clusters Score -1.279754e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 21368 members 
Mstep: Class 3 contains 144012 members 
Mstep: Class 4 contains 45021 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59701 members 
Mstep: Class 10 contains 86409 members 
Mstep: Class 11 contains 68618 members 
Mstep: Class 12 contains 165146 members 
Mstep: Class 13 contains 163277 members 
Mstep: Class 14 contains 16354 members 
Mstep: Class 15 contains 23452 members 
Mstep: Class 16 contains 14141 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141931 members 
Mstep: Class 20 contains 149236 members 
Mstep: Class 21 contains 162103 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975456.000000 Penalty: 43433.996094
Iteration 333Q: 20 clusters Score -1.279755e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 21365 members 
Mstep: Class 3 contains 144011 members 
Mstep: Class 4 contains 45020 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59699 members 
Mstep: Class 10 contains 86409 members 
Mstep: Class 11 contains 68616 members 
Mstep: Class 12 contains 165146 members 
Mstep: Class 13 contains 163276 members 
Mstep: Class 14 contains 16353 members 
Mstep: Class 15 contains 23453 members 
Mstep: Class 16 contains 14144 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141935 members 
Mstep: Class 20 contains 149239 members 
Mstep: Class 21 contains 162104 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975392.000000 Penalty: 43433.996094
Iteration 334Q: 20 clusters Score -1.279754e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 21365 members 
Mstep: Class 3 contains 144011 members 
Mstep: Class 4 contains 45019 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59701 members 
Mstep: Class 10 contains 86409 members 
Mstep: Class 11 contains 68616 members 
Mstep: Class 12 contains 165148 members 
Mstep: Class 13 contains 163276 members 
Mstep: Class 14 contains 16351 members 
Mstep: Class 15 contains 23453 members 
Mstep: Class 16 contains 14147 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141935 members 
Mstep: Class 20 contains 149239 members 
Mstep: Class 21 contains 162100 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975408.000000 Penalty: 43433.996094
Iteration 335Q: 20 clusters Score -1.279754e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 21364 members 
Mstep: Class 3 contains 144011 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59700 members 
Mstep: Class 10 contains 86410 members 
Mstep: Class 11 contains 68615 members 
Mstep: Class 12 contains 165149 members 
Mstep: Class 13 contains 163278 members 
Mstep: Class 14 contains 16349 members 
Mstep: Class 15 contains 23453 members 
Mstep: Class 16 contains 14148 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141934 members 
Mstep: Class 20 contains 149240 members 
Mstep: Class 21 contains 162104 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975448.000000 Penalty: 43433.996094
Iteration 336Q: 20 clusters Score -1.279754e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 21364 members 
Mstep: Class 3 contains 144010 members 
Mstep: Class 4 contains 45015 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59700 members 
Mstep: Class 10 contains 86410 members 
Mstep: Class 11 contains 68613 members 
Mstep: Class 12 contains 165149 members 
Mstep: Class 13 contains 163277 members 
Mstep: Class 14 contains 16348 members 
Mstep: Class 15 contains 23453 members 
Mstep: Class 16 contains 14151 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141933 members 
Mstep: Class 20 contains 149242 members 
Mstep: Class 21 contains 162111 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975480.000000 Penalty: 43433.996094
Iteration 337Q: 20 clusters Score -1.279755e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21362 members 
Mstep: Class 3 contains 144011 members 
Mstep: Class 4 contains 45016 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59700 members 
Mstep: Class 10 contains 86410 members 
Mstep: Class 11 contains 68612 members 
Mstep: Class 12 contains 165147 members 
Mstep: Class 13 contains 163276 members 
Mstep: Class 14 contains 16349 members 
Mstep: Class 15 contains 23452 members 
Mstep: Class 16 contains 14154 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141931 members 
Mstep: Class 20 contains 149243 members 
Mstep: Class 21 contains 162115 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975424.000000 Penalty: 43433.996094
Iteration 338Q: 20 clusters Score -1.279754e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21355 members 
Mstep: Class 3 contains 144011 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16571 members 
Mstep: Class 9 contains 59700 members 
Mstep: Class 10 contains 86406 members 
Mstep: Class 11 contains 68611 members 
Mstep: Class 12 contains 165147 members 
Mstep: Class 13 contains 163276 members 
Mstep: Class 14 contains 16348 members 
Mstep: Class 15 contains 23451 members 
Mstep: Class 16 contains 14161 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141931 members 
Mstep: Class 20 contains 149246 members 
Mstep: Class 21 contains 162119 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975392.000000 Penalty: 43433.996094
Iteration 339Q: 20 clusters Score -1.279754e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 144012 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16571 members 
Mstep: Class 9 contains 59701 members 
Mstep: Class 10 contains 86408 members 
Mstep: Class 11 contains 68610 members 
Mstep: Class 12 contains 165144 members 
Mstep: Class 13 contains 163278 members 
Mstep: Class 14 contains 16348 members 
Mstep: Class 15 contains 23449 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141934 members 
Mstep: Class 20 contains 149245 members 
Mstep: Class 21 contains 162116 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975368.000000 Penalty: 43433.996094
Iteration 340F: 20 clusters Score -1.279754e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 144012 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16571 members 
Mstep: Class 9 contains 59703 members 
Mstep: Class 10 contains 86413 members 
Mstep: Class 11 contains 68610 members 
Mstep: Class 12 contains 165140 members 
Mstep: Class 13 contains 163279 members 
Mstep: Class 14 contains 16348 members 
Mstep: Class 15 contains 23449 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141933 members 
Mstep: Class 20 contains 149244 members 
Mstep: Class 21 contains 162113 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975376.000000 Penalty: 43433.996094
Iteration 341Q: 20 clusters Score -1.279754e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 144011 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16571 members 
Mstep: Class 9 contains 59703 members 
Mstep: Class 10 contains 86417 members 
Mstep: Class 11 contains 68610 members 
Mstep: Class 12 contains 165138 members 
Mstep: Class 13 contains 163282 members 
Mstep: Class 14 contains 16347 members 
Mstep: Class 15 contains 23449 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141936 members 
Mstep: Class 20 contains 149243 members 
Mstep: Class 21 contains 162109 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975352.000000 Penalty: 43433.996094
Iteration 342Q: 20 clusters Score -1.279754e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 144010 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16571 members 
Mstep: Class 9 contains 59703 members 
Mstep: Class 10 contains 86422 members 
Mstep: Class 11 contains 68611 members 
Mstep: Class 12 contains 165133 members 
Mstep: Class 13 contains 163283 members 
Mstep: Class 14 contains 16347 members 
Mstep: Class 15 contains 23447 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141938 members 
Mstep: Class 20 contains 149244 members 
Mstep: Class 21 contains 162107 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975432.000000 Penalty: 43433.996094
Iteration 343Q: 20 clusters Score -1.279754e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 144010 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16571 members 
Mstep: Class 9 contains 59703 members 
Mstep: Class 10 contains 86428 members 
Mstep: Class 11 contains 68611 members 
Mstep: Class 12 contains 165129 members 
Mstep: Class 13 contains 163283 members 
Mstep: Class 14 contains 16345 members 
Mstep: Class 15 contains 23444 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141943 members 
Mstep: Class 20 contains 149246 members 
Mstep: Class 21 contains 162103 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975384.000000 Penalty: 43433.996094
Iteration 344Q: 20 clusters Score -1.279754e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 144008 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16571 members 
Mstep: Class 9 contains 59703 members 
Mstep: Class 10 contains 86433 members 
Mstep: Class 11 contains 68611 members 
Mstep: Class 12 contains 165124 members 
Mstep: Class 13 contains 163283 members 
Mstep: Class 14 contains 16345 members 
Mstep: Class 15 contains 23442 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141947 members 
Mstep: Class 20 contains 149249 members 
Mstep: Class 21 contains 162100 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975464.000000 Penalty: 43433.996094
Iteration 345Q: 20 clusters Score -1.279755e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 144011 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59702 members 
Mstep: Class 10 contains 86434 members 
Mstep: Class 11 contains 68611 members 
Mstep: Class 12 contains 165126 members 
Mstep: Class 13 contains 163282 members 
Mstep: Class 14 contains 16345 members 
Mstep: Class 15 contains 23440 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141947 members 
Mstep: Class 20 contains 149248 members 
Mstep: Class 21 contains 162097 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975408.000000 Penalty: 43433.996094
Iteration 346Q: 20 clusters Score -1.279754e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 144011 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59702 members 
Mstep: Class 10 contains 86438 members 
Mstep: Class 11 contains 68611 members 
Mstep: Class 12 contains 165126 members 
Mstep: Class 13 contains 163281 members 
Mstep: Class 14 contains 16345 members 
Mstep: Class 15 contains 23435 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141946 members 
Mstep: Class 20 contains 149250 members 
Mstep: Class 21 contains 162098 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975400.000000 Penalty: 43433.996094
Iteration 347Q: 20 clusters Score -1.279754e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 144011 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59703 members 
Mstep: Class 10 contains 86440 members 
Mstep: Class 11 contains 68611 members 
Mstep: Class 12 contains 165125 members 
Mstep: Class 13 contains 163276 members 
Mstep: Class 14 contains 16345 members 
Mstep: Class 15 contains 23431 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141951 members 
Mstep: Class 20 contains 149253 members 
Mstep: Class 21 contains 162097 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975408.000000 Penalty: 43433.996094
Iteration 348Q: 20 clusters Score -1.279754e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 144010 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59704 members 
Mstep: Class 10 contains 86441 members 
Mstep: Class 11 contains 68610 members 
Mstep: Class 12 contains 165125 members 
Mstep: Class 13 contains 163275 members 
Mstep: Class 14 contains 16344 members 
Mstep: Class 15 contains 23428 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141955 members 
Mstep: Class 20 contains 149253 members 
Mstep: Class 21 contains 162098 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975400.000000 Penalty: 43433.996094
Iteration 349Q: 20 clusters Score -1.279754e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 144009 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59705 members 
Mstep: Class 10 contains 86441 members 
Mstep: Class 11 contains 68611 members 
Mstep: Class 12 contains 165125 members 
Mstep: Class 13 contains 163275 members 
Mstep: Class 14 contains 16342 members 
Mstep: Class 15 contains 23427 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141956 members 
Mstep: Class 20 contains 149254 members 
Mstep: Class 21 contains 162098 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975424.000000 Penalty: 43433.996094
Iteration 350Q: 20 clusters Score -1.279754e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 144006 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59705 members 
Mstep: Class 10 contains 86442 members 
Mstep: Class 11 contains 68611 members 
Mstep: Class 12 contains 165125 members 
Mstep: Class 13 contains 163275 members 
Mstep: Class 14 contains 16342 members 
Mstep: Class 15 contains 23426 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141958 members 
Mstep: Class 20 contains 149256 members 
Mstep: Class 21 contains 162097 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975376.000000 Penalty: 43433.996094
Iteration 351Q: 20 clusters Score -1.279754e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 144003 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59705 members 
Mstep: Class 10 contains 86442 members 
Mstep: Class 11 contains 68611 members 
Mstep: Class 12 contains 165125 members 
Mstep: Class 13 contains 163275 members 
Mstep: Class 14 contains 16342 members 
Mstep: Class 15 contains 23427 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141960 members 
Mstep: Class 20 contains 149256 members 
Mstep: Class 21 contains 162097 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975392.000000 Penalty: 43433.996094
Iteration 352Q: 20 clusters Score -1.279754e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 144000 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59705 members 
Mstep: Class 10 contains 86442 members 
Mstep: Class 11 contains 68611 members 
Mstep: Class 12 contains 165125 members 
Mstep: Class 13 contains 163275 members 
Mstep: Class 14 contains 16342 members 
Mstep: Class 15 contains 23428 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141960 members 
Mstep: Class 20 contains 149258 members 
Mstep: Class 21 contains 162097 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975392.000000 Penalty: 43433.996094
Iteration 353Q: 20 clusters Score -1.279754e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143998 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59706 members 
Mstep: Class 10 contains 86442 members 
Mstep: Class 11 contains 68611 members 
Mstep: Class 12 contains 165124 members 
Mstep: Class 13 contains 163275 members 
Mstep: Class 14 contains 16342 members 
Mstep: Class 15 contains 23431 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141958 members 
Mstep: Class 20 contains 149259 members 
Mstep: Class 21 contains 162097 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975320.000000 Penalty: 43433.996094
Iteration 354Q: 20 clusters Score -1.279753e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143997 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59706 members 
Mstep: Class 10 contains 86442 members 
Mstep: Class 11 contains 68611 members 
Mstep: Class 12 contains 165124 members 
Mstep: Class 13 contains 163275 members 
Mstep: Class 14 contains 16341 members 
Mstep: Class 15 contains 23434 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141958 members 
Mstep: Class 20 contains 149258 members 
Mstep: Class 21 contains 162097 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975344.000000 Penalty: 43433.996094
Iteration 355Q: 20 clusters Score -1.279753e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143997 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59706 members 
Mstep: Class 10 contains 86442 members 
Mstep: Class 11 contains 68611 members 
Mstep: Class 12 contains 165124 members 
Mstep: Class 13 contains 163276 members 
Mstep: Class 14 contains 16341 members 
Mstep: Class 15 contains 23434 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141958 members 
Mstep: Class 20 contains 149257 members 
Mstep: Class 21 contains 162097 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975328.000000 Penalty: 43433.996094
Iteration 356Q: 20 clusters Score -1.279753e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143996 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59708 members 
Mstep: Class 10 contains 86442 members 
Mstep: Class 11 contains 68611 members 
Mstep: Class 12 contains 165124 members 
Mstep: Class 13 contains 163276 members 
Mstep: Class 14 contains 16341 members 
Mstep: Class 15 contains 23432 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141960 members 
Mstep: Class 20 contains 149256 members 
Mstep: Class 21 contains 162097 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975328.000000 Penalty: 43433.996094
Iteration 357Q: 20 clusters Score -1.279753e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143996 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59708 members 
Mstep: Class 10 contains 86442 members 
Mstep: Class 11 contains 68611 members 
Mstep: Class 12 contains 165125 members 
Mstep: Class 13 contains 163275 members 
Mstep: Class 14 contains 16341 members 
Mstep: Class 15 contains 23431 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141961 members 
Mstep: Class 20 contains 149256 members 
Mstep: Class 21 contains 162097 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975312.000000 Penalty: 43433.996094
Iteration 358Q: 20 clusters Score -1.279753e+08 nChanged 1
Entering ConstructFrom: 
Score: -127975312.000000 Penalty: 43433.996094
Entering ConstructFrom: 
Trying to split cluster 1 (3360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Entering Unmasked Estep 
Score: -310748.375000 Penalty: 1319.450684
	Iteration 0F: 2 clusters Score -310748.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -307937.531250 Penalty: 2638.901367
	Iteration 0F: 3 clusters Score -307937.5 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -308755.812500 Penalty: 2638.901367
	Iteration 1F: 3 clusters Score -308755.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -309032.125000 Penalty: 2638.901367
	Iteration 2F: 3 clusters Score -309032.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -309240.656250 Penalty: 2638.901367
	Iteration 3F: 3 clusters Score -309240.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -309442.343750 Penalty: 2638.901367
	Iteration 4F: 3 clusters Score -309442.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -309651.468750 Penalty: 2638.901367
	Iteration 5F: 3 clusters Score -309651.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -309826.781250 Penalty: 2638.901367
	Iteration 6F: 3 clusters Score -309826.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -310008.437500 Penalty: 2638.901367
	Iteration 7Q: 3 clusters Score -310008.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -310125.531250 Penalty: 2638.901367
	Iteration 8Q: 3 clusters Score -310125.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -310190.687500 Penalty: 2638.901367
	Iteration 9Q: 3 clusters Score -310190.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -310231.812500 Penalty: 2638.901367
	Iteration 10Q: 3 clusters Score -310231.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -310257.875000 Penalty: 2638.901367
	Iteration 11Q: 3 clusters Score -310257.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -310284.656250 Penalty: 2638.901367
	Iteration 12Q: 3 clusters Score -310284.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -310298.125000 Penalty: 2638.901367
	Iteration 13Q: 3 clusters Score -310298.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -310303.343750 Penalty: 2638.901367
	Iteration 14Q: 3 clusters Score -310303.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -310316.406250 Penalty: 2638.901367
	Iteration 15Q: 3 clusters Score -310316.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -310330.531250 Penalty: 2638.901367
	Iteration 16Q: 3 clusters Score -310330.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -310338.343750 Penalty: 2638.901367
	Iteration 17Q: 3 clusters Score -310338.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -310344.562500 Penalty: 2638.901367
	Iteration 18Q: 3 clusters Score -310344.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -310349.593750 Penalty: 2638.901367
	Iteration 19Q: 3 clusters Score -310349.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -310357.187500 Penalty: 2638.901367
	Iteration 20F: 3 clusters Score -310357.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -310367.625000 Penalty: 2638.901367
	Iteration 21Q: 3 clusters Score -310367.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -310371.125000 Penalty: 2638.901367
	Iteration 22Q: 3 clusters Score -310371.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -310375.750000 Penalty: 2638.901367
	Iteration 23Q: 3 clusters Score -310375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -310376.843750 Penalty: 2638.901367
	Iteration 24Q: 3 clusters Score -310376.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -310403.562500 Penalty: 2638.901367
	Iteration 25Q: 3 clusters Score -310403.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -310407.343750 Penalty: 2638.901367
	Iteration 26Q: 3 clusters Score -310407.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -310414.000000 Penalty: 2638.901367
	Iteration 27Q: 3 clusters Score -310414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -310418.093750 Penalty: 2638.901367
	Iteration 28Q: 3 clusters Score -310418.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -310421.593750 Penalty: 2638.901367
	Iteration 29Q: 3 clusters Score -310421.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -310421.562500 Penalty: 2638.901367
	Iteration 30Q: 3 clusters Score -310421.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -310423.718750 Penalty: 2638.901367
	Iteration 31Q: 3 clusters Score -310423.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -310424.375000 Penalty: 2638.901367
	Iteration 32Q: 3 clusters Score -310424.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -310429.375000 Penalty: 2638.901367
	Iteration 33F: 3 clusters Score -310429.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -310450.437500 Penalty: 2638.901367
	Iteration 34Q: 3 clusters Score -310450.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -310454.250000 Penalty: 2638.901367
	Iteration 35Q: 3 clusters Score -310454.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -310458.093750 Penalty: 2638.901367
	Iteration 36Q: 3 clusters Score -310458.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -310462.531250 Penalty: 2638.901367
	Iteration 37F: 3 clusters Score -310462.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -310488.500000 Penalty: 2638.901367
	Iteration 38Q: 3 clusters Score -310488.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -310491.843750 Penalty: 2638.901367
	Iteration 39Q: 3 clusters Score -310491.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -310493.062500 Penalty: 2638.901367
	Iteration 40F: 3 clusters Score -310493.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Entering Unmasked Estep 
Score: -2072863.375000 Penalty: 1619.953979
	Iteration 0F: 2 clusters Score -2072863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2058326.875000 Penalty: 3239.907959
	Iteration 0F: 3 clusters Score -2058327 nChanged 9607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2063388.875000 Penalty: 3239.907959
	Iteration 1F: 3 clusters Score -2063389 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2063728.000000 Penalty: 3239.907959
	Iteration 2Q: 3 clusters Score -2063728 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2064029.000000 Penalty: 3239.907959
	Iteration 3Q: 3 clusters Score -2064029 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2064355.875000 Penalty: 3239.907959
	Iteration 4Q: 3 clusters Score -2064356 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2064742.250000 Penalty: 3239.907959
	Iteration 5Q: 3 clusters Score -2064742 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2065307.875000 Penalty: 3239.907959
	Iteration 6F: 3 clusters Score -2065308 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2066101.250000 Penalty: 3239.907959
	Iteration 7F: 3 clusters Score -2066101 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2067217.250000 Penalty: 3239.907959
	Iteration 8F: 3 clusters Score -2067217 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2068520.750000 Penalty: 3239.907959
	Iteration 9F: 3 clusters Score -2068521 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2069724.125000 Penalty: 3239.907959
	Iteration 10F: 3 clusters Score -2069724 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2070616.125000 Penalty: 3239.907959
	Iteration 11Q: 3 clusters Score -2070616 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2071061.625000 Penalty: 3239.907959
	Iteration 12Q: 3 clusters Score -2071062 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2071256.125000 Penalty: 3239.907959
	Iteration 13Q: 3 clusters Score -2071256 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2071356.125000 Penalty: 3239.907959
	Iteration 14Q: 3 clusters Score -2071356 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2071423.000000 Penalty: 3239.907959
	Iteration 15Q: 3 clusters Score -2071423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2071456.125000 Penalty: 3239.907959
	Iteration 16Q: 3 clusters Score -2071456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2071478.750000 Penalty: 3239.907959
	Iteration 17Q: 3 clusters Score -2071479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2071486.000000 Penalty: 3239.907959
	Iteration 18Q: 3 clusters Score -2071486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2071489.750000 Penalty: 3239.907959
	Iteration 19Q: 3 clusters Score -2071490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2071496.500000 Penalty: 3239.907959
	Iteration 20F: 3 clusters Score -2071496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2071499.375000 Penalty: 3239.907959
	Iteration 21Q: 3 clusters Score -2071499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2071502.125000 Penalty: 3239.907959
	Iteration 22Q: 3 clusters Score -2071502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2071503.125000 Penalty: 3239.907959
	Iteration 23Q: 3 clusters Score -2071503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2071503.125000 Penalty: 3239.907959
	Iteration 24F: 3 clusters Score -2071503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (143996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143996 members 
Entering Unmasked Estep 
Score: -14712061.000000 Penalty: 1930.100342
	Iteration 0F: 2 clusters Score -1.471206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71971 members 
Mstep: Class 2 contains 72025 members 
Entering Unmasked Estep 
Score: -14616947.000000 Penalty: 3860.200684
	Iteration 0F: 3 clusters Score -1.461695e+07 nChanged 69361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 71462 members 
Entering Unmasked Estep 
Score: -14656942.000000 Penalty: 3860.200684
	Iteration 1F: 3 clusters Score -1.465694e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 70604 members 
Entering Unmasked Estep 
Score: -14657757.000000 Penalty: 3860.200684
	Iteration 2Q: 3 clusters Score -1.465776e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74821 members 
Mstep: Class 2 contains 69175 members 
Entering Unmasked Estep 
Score: -14658991.000000 Penalty: 3860.200684
	Iteration 3Q: 3 clusters Score -1.465899e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77070 members 
Mstep: Class 2 contains 66926 members 
Entering Unmasked Estep 
Score: -14660528.000000 Penalty: 3860.200684
	Iteration 4Q: 3 clusters Score -1.466053e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80528 members 
Mstep: Class 2 contains 63468 members 
Entering Unmasked Estep 
Score: -14663045.000000 Penalty: 3860.200684
	Iteration 5Q: 3 clusters Score -1.466304e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 58827 members 
Entering Unmasked Estep 
Score: -14666700.000000 Penalty: 3860.200684
	Iteration 6F: 3 clusters Score -1.46667e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91091 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -14671208.000000 Penalty: 3860.200684
	Iteration 7F: 3 clusters Score -1.467121e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97799 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -14676598.000000 Penalty: 3860.200684
	Iteration 8F: 3 clusters Score -1.46766e+07 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105255 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -14682574.000000 Penalty: 3860.200684
	Iteration 9F: 3 clusters Score -1.468257e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112874 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -14688432.000000 Penalty: 3860.200684
	Iteration 10F: 3 clusters Score -1.468843e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120349 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -14694054.000000 Penalty: 3860.200684
	Iteration 11F: 3 clusters Score -1.469405e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127143 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -14699179.000000 Penalty: 3860.200684
	Iteration 12Q: 3 clusters Score -1.469918e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132862 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -14703460.000000 Penalty: 3860.200684
	Iteration 13Q: 3 clusters Score -1.470346e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137105 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -14706610.000000 Penalty: 3860.200684
	Iteration 14Q: 3 clusters Score -1.470661e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139872 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -14708539.000000 Penalty: 3860.200684
	Iteration 15Q: 3 clusters Score -1.470854e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141485 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -14709598.000000 Penalty: 3860.200684
	Iteration 16Q: 3 clusters Score -1.47096e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142358 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -14710113.000000 Penalty: 3860.200684
	Iteration 17Q: 3 clusters Score -1.471011e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142795 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -14710399.000000 Penalty: 3860.200684
	Iteration 18Q: 3 clusters Score -1.47104e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143030 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -14710544.000000 Penalty: 3860.200684
	Iteration 19Q: 3 clusters Score -1.471054e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143147 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -14710601.000000 Penalty: 3860.200684
	Iteration 20F: 3 clusters Score -1.47106e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143209 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -14710601.000000 Penalty: 3860.200684
	Iteration 21Q: 3 clusters Score -1.47106e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143250 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -14710651.000000 Penalty: 3860.200684
	Iteration 22Q: 3 clusters Score -1.471065e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143284 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -14710658.000000 Penalty: 3860.200684
	Iteration 23Q: 3 clusters Score -1.471066e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143312 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -14710680.000000 Penalty: 3860.200684
	Iteration 24Q: 3 clusters Score -1.471068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143325 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -14710695.000000 Penalty: 3860.200684
	Iteration 25Q: 3 clusters Score -1.47107e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143338 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -14710699.000000 Penalty: 3860.200684
	Iteration 26Q: 3 clusters Score -1.47107e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143352 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -14710687.000000 Penalty: 3860.200684
	Iteration 27Q: 3 clusters Score -1.471069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143359 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -14710707.000000 Penalty: 3860.200684
	Iteration 28Q: 3 clusters Score -1.471071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143364 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -14710716.000000 Penalty: 3860.200684
	Iteration 29Q: 3 clusters Score -1.471072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143368 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -14710703.000000 Penalty: 3860.200684
	Iteration 30Q: 3 clusters Score -1.47107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143367 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -14710715.000000 Penalty: 3860.200684
	Iteration 31Q: 3 clusters Score -1.471072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143370 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -14710710.000000 Penalty: 3860.200684
	Iteration 32Q: 3 clusters Score -1.471071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143371 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -14710714.000000 Penalty: 3860.200684
	Iteration 33Q: 3 clusters Score -1.471071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143373 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -14710710.000000 Penalty: 3860.200684
	Iteration 34Q: 3 clusters Score -1.471071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143377 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -14710712.000000 Penalty: 3860.200684
	Iteration 35Q: 3 clusters Score -1.471071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143379 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -14710711.000000 Penalty: 3860.200684
	Iteration 36Q: 3 clusters Score -1.471071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143383 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -14710708.000000 Penalty: 3860.200684
	Iteration 37Q: 3 clusters Score -1.471071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143387 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -14710705.000000 Penalty: 3860.200684
	Iteration 38Q: 3 clusters Score -1.47107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143389 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -14710709.000000 Penalty: 3860.200684
	Iteration 39Q: 3 clusters Score -1.471071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143392 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -14710711.000000 Penalty: 3860.200684
	Iteration 40F: 3 clusters Score -1.471071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143392 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -14710714.000000 Penalty: 3860.200684
	Iteration 41Q: 3 clusters Score -1.471071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143395 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14710715.000000 Penalty: 3860.200684
	Iteration 42Q: 3 clusters Score -1.471072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143401 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -14710706.000000 Penalty: 3860.200684
	Iteration 43Q: 3 clusters Score -1.471071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143410 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -14710699.000000 Penalty: 3860.200684
	Iteration 44Q: 3 clusters Score -1.47107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143412 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -14710712.000000 Penalty: 3860.200684
	Iteration 45Q: 3 clusters Score -1.471071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143412 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -14710710.000000 Penalty: 3860.200684
	Iteration 46Q: 3 clusters Score -1.471071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143415 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -14710709.000000 Penalty: 3860.200684
	Iteration 47Q: 3 clusters Score -1.471071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143415 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -14710710.000000 Penalty: 3860.200684
	Iteration 48Q: 3 clusters Score -1.471071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143416 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -14710709.000000 Penalty: 3860.200684
	Iteration 49Q: 3 clusters Score -1.471071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143416 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -14710708.000000 Penalty: 3860.200684
	Iteration 50Q: 3 clusters Score -1.471071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143416 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -14710708.000000 Penalty: 3860.200684
	Iteration 51F: 3 clusters Score -1.471071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Entering Unmasked Estep 
Score: -4580311.500000 Penalty: 1741.157959
	Iteration 0F: 2 clusters Score -4580312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -4550064.000000 Penalty: 3482.315918
	Iteration 0F: 3 clusters Score -4550064 nChanged 21113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -4561965.000000 Penalty: 3482.315918
	Iteration 1F: 3 clusters Score -4561965 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -4562449.500000 Penalty: 3482.315918
	Iteration 2Q: 3 clusters Score -4562450 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -4562992.500000 Penalty: 3482.315918
	Iteration 3Q: 3 clusters Score -4562992 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -4563777.000000 Penalty: 3482.315918
	Iteration 4Q: 3 clusters Score -4563777 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -4565111.000000 Penalty: 3482.315918
	Iteration 5F: 3 clusters Score -4565111 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -4567105.500000 Penalty: 3482.315918
	Iteration 6F: 3 clusters Score -4567106 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -4569999.000000 Penalty: 3482.315918
	Iteration 7F: 3 clusters Score -4569999 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -4572918.500000 Penalty: 3482.315918
	Iteration 8F: 3 clusters Score -4572918 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -4575336.000000 Penalty: 3482.315918
	Iteration 9F: 3 clusters Score -4575336 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -4576802.500000 Penalty: 3482.315918
	Iteration 10Q: 3 clusters Score -4576802 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -4577669.000000 Penalty: 3482.315918
	Iteration 11Q: 3 clusters Score -4577669 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -4578088.500000 Penalty: 3482.315918
	Iteration 12Q: 3 clusters Score -4578088 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -4578339.000000 Penalty: 3482.315918
	Iteration 13Q: 3 clusters Score -4578339 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -4578511.000000 Penalty: 3482.315918
	Iteration 14Q: 3 clusters Score -4578511 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -4578603.500000 Penalty: 3482.315918
	Iteration 15Q: 3 clusters Score -4578604 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -4578657.000000 Penalty: 3482.315918
	Iteration 16Q: 3 clusters Score -4578657 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -4578691.500000 Penalty: 3482.315918
	Iteration 17Q: 3 clusters Score -4578692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -4578719.500000 Penalty: 3482.315918
	Iteration 18Q: 3 clusters Score -4578720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -4578744.500000 Penalty: 3482.315918
	Iteration 19Q: 3 clusters Score -4578744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -4578761.000000 Penalty: 3482.315918
	Iteration 20F: 3 clusters Score -4578761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -4578774.500000 Penalty: 3482.315918
	Iteration 21Q: 3 clusters Score -4578774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -4578798.000000 Penalty: 3482.315918
	Iteration 22Q: 3 clusters Score -4578798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -4578813.500000 Penalty: 3482.315918
	Iteration 23Q: 3 clusters Score -4578814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -4578824.000000 Penalty: 3482.315918
	Iteration 24Q: 3 clusters Score -4578824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -4578826.000000 Penalty: 3482.315918
	Iteration 25Q: 3 clusters Score -4578826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -4578834.000000 Penalty: 3482.315918
	Iteration 26Q: 3 clusters Score -4578834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -4578836.000000 Penalty: 3482.315918
	Iteration 27Q: 3 clusters Score -4578836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -4578836.500000 Penalty: 3482.315918
	Iteration 28Q: 3 clusters Score -4578836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -4578835.000000 Penalty: 3482.315918
	Iteration 29Q: 3 clusters Score -4578835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -4578839.000000 Penalty: 3482.315918
	Iteration 30Q: 3 clusters Score -4578839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -4578846.500000 Penalty: 3482.315918
	Iteration 31Q: 3 clusters Score -4578846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -4578845.000000 Penalty: 3482.315918
	Iteration 32Q: 3 clusters Score -4578845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -4578845.000000 Penalty: 3482.315918
	Iteration 33Q: 3 clusters Score -4578845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -4578845.000000 Penalty: 3482.315918
	Iteration 34F: 3 clusters Score -4578845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Entering Unmasked Estep 
Score: -285309.562500 Penalty: 1285.351685
	Iteration 0F: 2 clusters Score -285309.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -282753.500000 Penalty: 2570.703369
	Iteration 0F: 3 clusters Score -282753.5 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -283282.812500 Penalty: 2570.703369
	Iteration 1F: 3 clusters Score -283282.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -283402.656250 Penalty: 2570.703369
	Iteration 2F: 3 clusters Score -283402.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -283486.531250 Penalty: 2570.703369
	Iteration 3F: 3 clusters Score -283486.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -283543.843750 Penalty: 2570.703369
	Iteration 4Q: 3 clusters Score -283543.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -283580.906250 Penalty: 2570.703369
	Iteration 5Q: 3 clusters Score -283580.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -283610.343750 Penalty: 2570.703369
	Iteration 6Q: 3 clusters Score -283610.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -283636.062500 Penalty: 2570.703369
	Iteration 7Q: 3 clusters Score -283636.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -283662.937500 Penalty: 2570.703369
	Iteration 8Q: 3 clusters Score -283662.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -283693.281250 Penalty: 2570.703369
	Iteration 9Q: 3 clusters Score -283693.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -283711.843750 Penalty: 2570.703369
	Iteration 10Q: 3 clusters Score -283711.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -283735.218750 Penalty: 2570.703369
	Iteration 11Q: 3 clusters Score -283735.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -283759.562500 Penalty: 2570.703369
	Iteration 12Q: 3 clusters Score -283759.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -283776.093750 Penalty: 2570.703369
	Iteration 13Q: 3 clusters Score -283776.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -283792.562500 Penalty: 2570.703369
	Iteration 14Q: 3 clusters Score -283792.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -283813.281250 Penalty: 2570.703369
	Iteration 15Q: 3 clusters Score -283813.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -283831.687500 Penalty: 2570.703369
	Iteration 16Q: 3 clusters Score -283831.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -283846.812500 Penalty: 2570.703369
	Iteration 17Q: 3 clusters Score -283846.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -283859.687500 Penalty: 2570.703369
	Iteration 18Q: 3 clusters Score -283859.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -283871.906250 Penalty: 2570.703369
	Iteration 19Q: 3 clusters Score -283871.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -283886.437500 Penalty: 2570.703369
	Iteration 20F: 3 clusters Score -283886.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -283899.000000 Penalty: 2570.703369
	Iteration 21Q: 3 clusters Score -283899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -283908.562500 Penalty: 2570.703369
	Iteration 22Q: 3 clusters Score -283908.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -283923.593750 Penalty: 2570.703369
	Iteration 23Q: 3 clusters Score -283923.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -283935.468750 Penalty: 2570.703369
	Iteration 24Q: 3 clusters Score -283935.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -283948.906250 Penalty: 2570.703369
	Iteration 25Q: 3 clusters Score -283948.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -283960.875000 Penalty: 2570.703369
	Iteration 26Q: 3 clusters Score -283960.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -283972.843750 Penalty: 2570.703369
	Iteration 27Q: 3 clusters Score -283972.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -283982.500000 Penalty: 2570.703369
	Iteration 28Q: 3 clusters Score -283982.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -283992.906250 Penalty: 2570.703369
	Iteration 29Q: 3 clusters Score -283992.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -283999.625000 Penalty: 2570.703369
	Iteration 30Q: 3 clusters Score -283999.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -284008.281250 Penalty: 2570.703369
	Iteration 31Q: 3 clusters Score -284008.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -284016.781250 Penalty: 2570.703369
	Iteration 32Q: 3 clusters Score -284016.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -284024.187500 Penalty: 2570.703369
	Iteration 33Q: 3 clusters Score -284024.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -284028.406250 Penalty: 2570.703369
	Iteration 34Q: 3 clusters Score -284028.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -284031.968750 Penalty: 2570.703369
	Iteration 35Q: 3 clusters Score -284032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -284036.156250 Penalty: 2570.703369
	Iteration 36Q: 3 clusters Score -284036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -284040.281250 Penalty: 2570.703369
	Iteration 37Q: 3 clusters Score -284040.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -284046.156250 Penalty: 2570.703369
	Iteration 38Q: 3 clusters Score -284046.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -284053.031250 Penalty: 2570.703369
	Iteration 39Q: 3 clusters Score -284053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -284062.937500 Penalty: 2570.703369
	Iteration 40F: 3 clusters Score -284062.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -284074.093750 Penalty: 2570.703369
	Iteration 41Q: 3 clusters Score -284074.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -284080.812500 Penalty: 2570.703369
	Iteration 42Q: 3 clusters Score -284080.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -284084.187500 Penalty: 2570.703369
	Iteration 43Q: 3 clusters Score -284084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -284086.562500 Penalty: 2570.703369
	Iteration 44Q: 3 clusters Score -284086.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -284090.812500 Penalty: 2570.703369
	Iteration 45Q: 3 clusters Score -284090.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -284093.343750 Penalty: 2570.703369
	Iteration 46Q: 3 clusters Score -284093.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -284094.718750 Penalty: 2570.703369
	Iteration 47Q: 3 clusters Score -284094.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -284096.031250 Penalty: 2570.703369
	Iteration 48Q: 3 clusters Score -284096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -284099.406250 Penalty: 2570.703369
	Iteration 49Q: 3 clusters Score -284099.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -284102.156250 Penalty: 2570.703369
	Iteration 50Q: 3 clusters Score -284102.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -284102.468750 Penalty: 2570.703369
	Iteration 51Q: 3 clusters Score -284102.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -284102.468750 Penalty: 2570.703369
	Iteration 52F: 3 clusters Score -284102.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Entering Unmasked Estep 
Score: -1708892.500000 Penalty: 1578.763794
	Iteration 0F: 2 clusters Score -1708892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1697473.500000 Penalty: 3157.527588
	Iteration 0F: 3 clusters Score -1697474 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1701401.875000 Penalty: 3157.527588
	Iteration 1F: 3 clusters Score -1701402 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1701789.750000 Penalty: 3157.527588
	Iteration 2F: 3 clusters Score -1701790 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1702206.500000 Penalty: 3157.527588
	Iteration 3F: 3 clusters Score -1702206 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1702660.375000 Penalty: 3157.527588
	Iteration 4F: 3 clusters Score -1702660 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1703206.750000 Penalty: 3157.527588
	Iteration 5F: 3 clusters Score -1703207 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1703861.125000 Penalty: 3157.527588
	Iteration 6F: 3 clusters Score -1703861 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1704670.250000 Penalty: 3157.527588
	Iteration 7F: 3 clusters Score -1704670 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1705554.375000 Penalty: 3157.527588
	Iteration 8F: 3 clusters Score -1705554 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1706429.750000 Penalty: 3157.527588
	Iteration 9F: 3 clusters Score -1706430 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1707089.250000 Penalty: 3157.527588
	Iteration 10Q: 3 clusters Score -1707089 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1707402.375000 Penalty: 3157.527588
	Iteration 11Q: 3 clusters Score -1707402 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1707534.125000 Penalty: 3157.527588
	Iteration 12Q: 3 clusters Score -1707534 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1707611.500000 Penalty: 3157.527588
	Iteration 13Q: 3 clusters Score -1707612 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1707656.875000 Penalty: 3157.527588
	Iteration 14Q: 3 clusters Score -1707657 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1707687.875000 Penalty: 3157.527588
	Iteration 15Q: 3 clusters Score -1707688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1707708.375000 Penalty: 3157.527588
	Iteration 16Q: 3 clusters Score -1707708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1707723.500000 Penalty: 3157.527588
	Iteration 17Q: 3 clusters Score -1707724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1707737.750000 Penalty: 3157.527588
	Iteration 18Q: 3 clusters Score -1707738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1707748.250000 Penalty: 3157.527588
	Iteration 19Q: 3 clusters Score -1707748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1707759.625000 Penalty: 3157.527588
	Iteration 20F: 3 clusters Score -1707760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1707767.000000 Penalty: 3157.527588
	Iteration 21Q: 3 clusters Score -1707767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1707775.750000 Penalty: 3157.527588
	Iteration 22Q: 3 clusters Score -1707776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1707784.625000 Penalty: 3157.527588
	Iteration 23Q: 3 clusters Score -1707785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1707788.875000 Penalty: 3157.527588
	Iteration 24Q: 3 clusters Score -1707789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1707795.750000 Penalty: 3157.527588
	Iteration 25Q: 3 clusters Score -1707796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1707802.250000 Penalty: 3157.527588
	Iteration 26Q: 3 clusters Score -1707802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1707813.250000 Penalty: 3157.527588
	Iteration 27Q: 3 clusters Score -1707813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1707820.625000 Penalty: 3157.527588
	Iteration 28Q: 3 clusters Score -1707821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1707823.375000 Penalty: 3157.527588
	Iteration 29Q: 3 clusters Score -1707823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1707826.125000 Penalty: 3157.527588
	Iteration 30Q: 3 clusters Score -1707826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1707826.375000 Penalty: 3157.527588
	Iteration 31Q: 3 clusters Score -1707826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1707827.625000 Penalty: 3157.527588
	Iteration 32Q: 3 clusters Score -1707828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1707827.250000 Penalty: 3157.527588
	Iteration 33Q: 3 clusters Score -1707827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1707824.375000 Penalty: 3157.527588
	Iteration 34Q: 3 clusters Score -1707824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1707824.375000 Penalty: 3157.527588
	Iteration 35F: 3 clusters Score -1707824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Entering Unmasked Estep 
Score: -6077695.000000 Penalty: 1787.048462
	Iteration 0F: 2 clusters Score -6077695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -6038051.500000 Penalty: 3574.096924
	Iteration 0F: 3 clusters Score -6038052 nChanged 27898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -6053782.500000 Penalty: 3574.096924
	Iteration 1F: 3 clusters Score -6053782 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -6054428.500000 Penalty: 3574.096924
	Iteration 2Q: 3 clusters Score -6054428 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -6055253.500000 Penalty: 3574.096924
	Iteration 3Q: 3 clusters Score -6055254 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -6056220.000000 Penalty: 3574.096924
	Iteration 4Q: 3 clusters Score -6056220 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -6057543.500000 Penalty: 3574.096924
	Iteration 5Q: 3 clusters Score -6057544 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -6059540.500000 Penalty: 3574.096924
	Iteration 6F: 3 clusters Score -6059540 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -6062407.000000 Penalty: 3574.096924
	Iteration 7F: 3 clusters Score -6062407 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -6066184.000000 Penalty: 3574.096924
	Iteration 8F: 3 clusters Score -6066184 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -6070099.500000 Penalty: 3574.096924
	Iteration 9F: 3 clusters Score -6070100 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -6073200.000000 Penalty: 3574.096924
	Iteration 10F: 3 clusters Score -6073200 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -6074870.500000 Penalty: 3574.096924
	Iteration 11Q: 3 clusters Score -6074870 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 59021 members 
Entering Unmasked Estep 
Score: -6075579.500000 Penalty: 3574.096924
	Iteration 12Q: 3 clusters Score -6075580 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 59330 members 
Entering Unmasked Estep 
Score: -6075883.000000 Penalty: 3574.096924
	Iteration 13Q: 3 clusters Score -6075883 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 59453 members 
Entering Unmasked Estep 
Score: -6076019.500000 Penalty: 3574.096924
	Iteration 14Q: 3 clusters Score -6076020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
Score: -6076069.500000 Penalty: 3574.096924
	Iteration 15Q: 3 clusters Score -6076070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 59513 members 
Entering Unmasked Estep 
Score: -6076095.500000 Penalty: 3574.096924
	Iteration 16Q: 3 clusters Score -6076096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -6076130.500000 Penalty: 3574.096924
	Iteration 17Q: 3 clusters Score -6076130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 59535 members 
Entering Unmasked Estep 
Score: -6076157.500000 Penalty: 3574.096924
	Iteration 18Q: 3 clusters Score -6076158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -6076174.000000 Penalty: 3574.096924
	Iteration 19Q: 3 clusters Score -6076174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 59543 members 
Entering Unmasked Estep 
Score: -6076183.000000 Penalty: 3574.096924
	Iteration 20F: 3 clusters Score -6076183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 59543 members 
Entering Unmasked Estep 
Score: -6076192.000000 Penalty: 3574.096924
	Iteration 21Q: 3 clusters Score -6076192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 59542 members 
Entering Unmasked Estep 
Score: -6076192.500000 Penalty: 3574.096924
	Iteration 22Q: 3 clusters Score -6076192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 59542 members 
Entering Unmasked Estep 
Score: -6076192.500000 Penalty: 3574.096924
	Iteration 23F: 3 clusters Score -6076192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (86442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86442 members 
Entering Unmasked Estep 
Score: -8882673.000000 Penalty: 1847.174683
	Iteration 0F: 2 clusters Score -8882673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -8825389.000000 Penalty: 3694.349365
	Iteration 0F: 3 clusters Score -8825389 nChanged 41254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -8849046.000000 Penalty: 3694.349365
	Iteration 1F: 3 clusters Score -8849046 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -8849447.000000 Penalty: 3694.349365
	Iteration 2Q: 3 clusters Score -8849447 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -8849942.000000 Penalty: 3694.349365
	Iteration 3Q: 3 clusters Score -8849942 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -8850515.000000 Penalty: 3694.349365
	Iteration 4Q: 3 clusters Score -8850515 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -8851219.000000 Penalty: 3694.349365
	Iteration 5Q: 3 clusters Score -8851219 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -8852180.000000 Penalty: 3694.349365
	Iteration 6Q: 3 clusters Score -8852180 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -8853546.000000 Penalty: 3694.349365
	Iteration 7Q: 3 clusters Score -8853546 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -8855537.000000 Penalty: 3694.349365
	Iteration 8Q: 3 clusters Score -8855537 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -8858696.000000 Penalty: 3694.349365
	Iteration 9F: 3 clusters Score -8858696 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64739 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -8863202.000000 Penalty: 3694.349365
	Iteration 10F: 3 clusters Score -8863202 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71029 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -8868378.000000 Penalty: 3694.349365
	Iteration 11F: 3 clusters Score -8868378 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -8873336.000000 Penalty: 3694.349365
	Iteration 12F: 3 clusters Score -8873336 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80826 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -8876833.000000 Penalty: 3694.349365
	Iteration 13Q: 3 clusters Score -8876833 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83427 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -8878935.000000 Penalty: 3694.349365
	Iteration 14Q: 3 clusters Score -8878935 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84768 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8880018.000000 Penalty: 3694.349365
	Iteration 15Q: 3 clusters Score -8880018 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85434 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8880507.000000 Penalty: 3694.349365
	Iteration 16Q: 3 clusters Score -8880507 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85748 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8880729.000000 Penalty: 3694.349365
	Iteration 17Q: 3 clusters Score -8880729 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8880829.000000 Penalty: 3694.349365
	Iteration 18Q: 3 clusters Score -8880829 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85987 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8880922.000000 Penalty: 3694.349365
	Iteration 19Q: 3 clusters Score -8880922 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86033 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8880965.000000 Penalty: 3694.349365
	Iteration 20F: 3 clusters Score -8880965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86065 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8881001.000000 Penalty: 3694.349365
	Iteration 21Q: 3 clusters Score -8881001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86082 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8881026.000000 Penalty: 3694.349365
	Iteration 22Q: 3 clusters Score -8881026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86095 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8881035.000000 Penalty: 3694.349365
	Iteration 23Q: 3 clusters Score -8881035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86107 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8881057.000000 Penalty: 3694.349365
	Iteration 24Q: 3 clusters Score -8881057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86118 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8881070.000000 Penalty: 3694.349365
	Iteration 25Q: 3 clusters Score -8881070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86120 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8881086.000000 Penalty: 3694.349365
	Iteration 26Q: 3 clusters Score -8881086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86125 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8881095.000000 Penalty: 3694.349365
	Iteration 27Q: 3 clusters Score -8881095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86130 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8881102.000000 Penalty: 3694.349365
	Iteration 28Q: 3 clusters Score -8881102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8881100.000000 Penalty: 3694.349365
	Iteration 29Q: 3 clusters Score -8881100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86134 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8881104.000000 Penalty: 3694.349365
	Iteration 30Q: 3 clusters Score -8881104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86135 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8881114.000000 Penalty: 3694.349365
	Iteration 31Q: 3 clusters Score -8881114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86137 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8881114.000000 Penalty: 3694.349365
	Iteration 32Q: 3 clusters Score -8881114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86138 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8881113.000000 Penalty: 3694.349365
	Iteration 33Q: 3 clusters Score -8881113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86138 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8881113.000000 Penalty: 3694.349365
	Iteration 34Q: 3 clusters Score -8881113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86138 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8881113.000000 Penalty: 3694.349365
	Iteration 35F: 3 clusters Score -8881113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (68611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68611 members 
Entering Unmasked Estep 
Score: -6962047.000000 Penalty: 1809.633911
	Iteration 0F: 2 clusters Score -6962047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -6916464.000000 Penalty: 3619.267822
	Iteration 0F: 3 clusters Score -6916464 nChanged 32210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -6934558.000000 Penalty: 3619.267822
	Iteration 1F: 3 clusters Score -6934558 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -6935003.000000 Penalty: 3619.267822
	Iteration 2Q: 3 clusters Score -6935003 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -6935526.000000 Penalty: 3619.267822
	Iteration 3Q: 3 clusters Score -6935526 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -6935951.500000 Penalty: 3619.267822
	Iteration 4Q: 3 clusters Score -6935952 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -6936367.000000 Penalty: 3619.267822
	Iteration 5Q: 3 clusters Score -6936367 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -6936908.000000 Penalty: 3619.267822
	Iteration 6Q: 3 clusters Score -6936908 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -6937671.000000 Penalty: 3619.267822
	Iteration 7Q: 3 clusters Score -6937671 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -6938642.500000 Penalty: 3619.267822
	Iteration 8Q: 3 clusters Score -6938642 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -6940077.000000 Penalty: 3619.267822
	Iteration 9Q: 3 clusters Score -6940077 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -6942273.000000 Penalty: 3619.267822
	Iteration 10F: 3 clusters Score -6942273 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -6945293.000000 Penalty: 3619.267822
	Iteration 11F: 3 clusters Score -6945293 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -6949118.000000 Penalty: 3619.267822
	Iteration 12F: 3 clusters Score -6949118 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60228 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -6953124.500000 Penalty: 3619.267822
	Iteration 13F: 3 clusters Score -6953124 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -6956507.000000 Penalty: 3619.267822
	Iteration 14F: 3 clusters Score -6956507 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6958602.500000 Penalty: 3619.267822
	Iteration 15Q: 3 clusters Score -6958602 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6959644.000000 Penalty: 3619.267822
	Iteration 16Q: 3 clusters Score -6959644 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6960036.500000 Penalty: 3619.267822
	Iteration 17Q: 3 clusters Score -6960036 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68295 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6960253.000000 Penalty: 3619.267822
	Iteration 18Q: 3 clusters Score -6960253 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6960347.000000 Penalty: 3619.267822
	Iteration 19Q: 3 clusters Score -6960347 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68400 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6960396.500000 Penalty: 3619.267822
	Iteration 20F: 3 clusters Score -6960396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6960438.500000 Penalty: 3619.267822
	Iteration 21Q: 3 clusters Score -6960438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68418 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6960451.500000 Penalty: 3619.267822
	Iteration 22Q: 3 clusters Score -6960452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68423 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6960462.000000 Penalty: 3619.267822
	Iteration 23Q: 3 clusters Score -6960462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -6960462.500000 Penalty: 3619.267822
	Iteration 24Q: 3 clusters Score -6960462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68428 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6960476.500000 Penalty: 3619.267822
	Iteration 25Q: 3 clusters Score -6960476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68428 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6960479.000000 Penalty: 3619.267822
	Iteration 26Q: 3 clusters Score -6960479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -6960481.500000 Penalty: 3619.267822
	Iteration 27Q: 3 clusters Score -6960482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68429 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -6960477.500000 Penalty: 3619.267822
	Iteration 28Q: 3 clusters Score -6960478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68430 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -6960478.500000 Penalty: 3619.267822
	Iteration 29Q: 3 clusters Score -6960478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68432 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6960481.000000 Penalty: 3619.267822
	Iteration 30Q: 3 clusters Score -6960481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68435 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -6960487.000000 Penalty: 3619.267822
	Iteration 31Q: 3 clusters Score -6960487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68436 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -6960489.500000 Penalty: 3619.267822
	Iteration 32Q: 3 clusters Score -6960490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68436 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -6960489.500000 Penalty: 3619.267822
	Iteration 33F: 3 clusters Score -6960490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (165125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165125 members 
Entering Unmasked Estep 
Score: -16952140.000000 Penalty: 1952.349365
	Iteration 0F: 2 clusters Score -1.695214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82365 members 
Mstep: Class 2 contains 82760 members 
Entering Unmasked Estep 
Score: -16847862.000000 Penalty: 3904.698730
	Iteration 0F: 3 clusters Score -1.684786e+07 nChanged 79672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76921 members 
Mstep: Class 2 contains 88204 members 
Entering Unmasked Estep 
Score: -16895002.000000 Penalty: 3904.698730
	Iteration 1F: 3 clusters Score -1.6895e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73131 members 
Mstep: Class 2 contains 91994 members 
Entering Unmasked Estep 
Score: -16896578.000000 Penalty: 3904.698730
	Iteration 2Q: 3 clusters Score -1.689658e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67358 members 
Mstep: Class 2 contains 97767 members 
Entering Unmasked Estep 
Score: -16899504.000000 Penalty: 3904.698730
	Iteration 3Q: 3 clusters Score -1.68995e+07 nChanged 10021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Mstep: Class 2 contains 106468 members 
Entering Unmasked Estep 
Score: -16905160.000000 Penalty: 3904.698730
	Iteration 4F: 3 clusters Score -1.690516e+07 nChanged 12864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 118174 members 
Entering Unmasked Estep 
Score: -16914668.000000 Penalty: 3904.698730
	Iteration 5F: 3 clusters Score -1.691467e+07 nChanged 14544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 131684 members 
Entering Unmasked Estep 
Score: -16927278.000000 Penalty: 3904.698730
	Iteration 6F: 3 clusters Score -1.692728e+07 nChanged 13161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 144089 members 
Entering Unmasked Estep 
Score: -16939632.000000 Penalty: 3904.698730
	Iteration 7F: 3 clusters Score -1.693963e+07 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 153005 members 
Entering Unmasked Estep 
Score: -16946430.000000 Penalty: 3904.698730
	Iteration 8F: 3 clusters Score -1.694643e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 158267 members 
Entering Unmasked Estep 
Score: -16949370.000000 Penalty: 3904.698730
	Iteration 9Q: 3 clusters Score -1.694937e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 161090 members 
Entering Unmasked Estep 
Score: -16950536.000000 Penalty: 3904.698730
	Iteration 10Q: 3 clusters Score -1.695054e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 162526 members 
Entering Unmasked Estep 
Score: -16951072.000000 Penalty: 3904.698730
	Iteration 11Q: 3 clusters Score -1.695107e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 163279 members 
Entering Unmasked Estep 
Score: -16951300.000000 Penalty: 3904.698730
	Iteration 12Q: 3 clusters Score -1.69513e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 163668 members 
Entering Unmasked Estep 
Score: -16951356.000000 Penalty: 3904.698730
	Iteration 13Q: 3 clusters Score -1.695136e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 163842 members 
Entering Unmasked Estep 
Score: -16951400.000000 Penalty: 3904.698730
	Iteration 14Q: 3 clusters Score -1.69514e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 163947 members 
Entering Unmasked Estep 
Score: -16951456.000000 Penalty: 3904.698730
	Iteration 15Q: 3 clusters Score -1.695146e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 164029 members 
Entering Unmasked Estep 
Score: -16951472.000000 Penalty: 3904.698730
	Iteration 16Q: 3 clusters Score -1.695147e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 164086 members 
Entering Unmasked Estep 
Score: -16951498.000000 Penalty: 3904.698730
	Iteration 17Q: 3 clusters Score -1.69515e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 164136 members 
Entering Unmasked Estep 
Score: -16951540.000000 Penalty: 3904.698730
	Iteration 18Q: 3 clusters Score -1.695154e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 164168 members 
Entering Unmasked Estep 
Score: -16951524.000000 Penalty: 3904.698730
	Iteration 19Q: 3 clusters Score -1.695152e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 164189 members 
Entering Unmasked Estep 
Score: -16951538.000000 Penalty: 3904.698730
	Iteration 20F: 3 clusters Score -1.695154e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 164205 members 
Entering Unmasked Estep 
Score: -16951532.000000 Penalty: 3904.698730
	Iteration 21Q: 3 clusters Score -1.695153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 164214 members 
Entering Unmasked Estep 
Score: -16951532.000000 Penalty: 3904.698730
	Iteration 22Q: 3 clusters Score -1.695153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 164222 members 
Entering Unmasked Estep 
Score: -16951544.000000 Penalty: 3904.698730
	Iteration 23Q: 3 clusters Score -1.695154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 164234 members 
Entering Unmasked Estep 
Score: -16951522.000000 Penalty: 3904.698730
	Iteration 24Q: 3 clusters Score -1.695152e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 164238 members 
Entering Unmasked Estep 
Score: -16951538.000000 Penalty: 3904.698730
	Iteration 25Q: 3 clusters Score -1.695154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 164246 members 
Entering Unmasked Estep 
Score: -16951528.000000 Penalty: 3904.698730
	Iteration 26Q: 3 clusters Score -1.695153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 164252 members 
Entering Unmasked Estep 
Score: -16951514.000000 Penalty: 3904.698730
	Iteration 27Q: 3 clusters Score -1.695151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 164259 members 
Entering Unmasked Estep 
Score: -16951514.000000 Penalty: 3904.698730
	Iteration 28Q: 3 clusters Score -1.695151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 164264 members 
Entering Unmasked Estep 
Score: -16951524.000000 Penalty: 3904.698730
	Iteration 29Q: 3 clusters Score -1.695152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 164265 members 
Entering Unmasked Estep 
Score: -16951516.000000 Penalty: 3904.698730
	Iteration 30Q: 3 clusters Score -1.695152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 164266 members 
Entering Unmasked Estep 
Score: -16951522.000000 Penalty: 3904.698730
	Iteration 31Q: 3 clusters Score -1.695152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 164268 members 
Entering Unmasked Estep 
Score: -16951516.000000 Penalty: 3904.698730
	Iteration 32Q: 3 clusters Score -1.695152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 164266 members 
Entering Unmasked Estep 
Score: -16951510.000000 Penalty: 3904.698730
	Iteration 33Q: 3 clusters Score -1.695151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 164266 members 
Entering Unmasked Estep 
Score: -16951510.000000 Penalty: 3904.698730
	Iteration 34F: 3 clusters Score -1.695151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (163275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163275 members 
Entering Unmasked Estep 
Score: -16602041.000000 Penalty: 1950.518555
	Iteration 0F: 2 clusters Score -1.660204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81697 members 
Mstep: Class 2 contains 81578 members 
Entering Unmasked Estep 
Score: -16493801.000000 Penalty: 3901.037109
	Iteration 0F: 3 clusters Score -1.64938e+07 nChanged 78778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84077 members 
Mstep: Class 2 contains 79198 members 
Entering Unmasked Estep 
Score: -16540796.000000 Penalty: 3901.037109
	Iteration 1F: 3 clusters Score -1.65408e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85918 members 
Mstep: Class 2 contains 77357 members 
Entering Unmasked Estep 
Score: -16541924.000000 Penalty: 3901.037109
	Iteration 2Q: 3 clusters Score -1.654192e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88694 members 
Mstep: Class 2 contains 74581 members 
Entering Unmasked Estep 
Score: -16543486.000000 Penalty: 3901.037109
	Iteration 3Q: 3 clusters Score -1.654349e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92804 members 
Mstep: Class 2 contains 70471 members 
Entering Unmasked Estep 
Score: -16545649.000000 Penalty: 3901.037109
	Iteration 4Q: 3 clusters Score -1.654565e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98721 members 
Mstep: Class 2 contains 64554 members 
Entering Unmasked Estep 
Score: -16548930.000000 Penalty: 3901.037109
	Iteration 5Q: 3 clusters Score -1.654893e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106816 members 
Mstep: Class 2 contains 56459 members 
Entering Unmasked Estep 
Score: -16553691.000000 Penalty: 3901.037109
	Iteration 6F: 3 clusters Score -1.655369e+07 nChanged 10923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117095 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -16560765.000000 Penalty: 3901.037109
	Iteration 7F: 3 clusters Score -1.656076e+07 nChanged 12058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128915 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -16570284.000000 Penalty: 3901.037109
	Iteration 8F: 3 clusters Score -1.657028e+07 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140870 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -16580867.000000 Penalty: 3901.037109
	Iteration 9F: 3 clusters Score -1.658087e+07 nChanged 10121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150981 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -16590120.000000 Penalty: 3901.037109
	Iteration 10F: 3 clusters Score -1.659012e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157938 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -16596255.000000 Penalty: 3901.037109
	Iteration 11Q: 3 clusters Score -1.659626e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161307 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -16598940.000000 Penalty: 3901.037109
	Iteration 12Q: 3 clusters Score -1.659894e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162505 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -16599832.000000 Penalty: 3901.037109
	Iteration 13Q: 3 clusters Score -1.659983e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162866 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -16600163.000000 Penalty: 3901.037109
	Iteration 14Q: 3 clusters Score -1.660016e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162971 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -16600290.000000 Penalty: 3901.037109
	Iteration 15Q: 3 clusters Score -1.660029e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163017 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -16600328.000000 Penalty: 3901.037109
	Iteration 16Q: 3 clusters Score -1.660033e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163045 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16600379.000000 Penalty: 3901.037109
	Iteration 17Q: 3 clusters Score -1.660038e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163057 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16600389.000000 Penalty: 3901.037109
	Iteration 18Q: 3 clusters Score -1.660039e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163064 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16600395.000000 Penalty: 3901.037109
	Iteration 19Q: 3 clusters Score -1.66004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163068 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16600406.000000 Penalty: 3901.037109
	Iteration 20F: 3 clusters Score -1.660041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163070 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16600398.000000 Penalty: 3901.037109
	Iteration 21Q: 3 clusters Score -1.66004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163072 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16600408.000000 Penalty: 3901.037109
	Iteration 22Q: 3 clusters Score -1.660041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163073 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16600409.000000 Penalty: 3901.037109
	Iteration 23Q: 3 clusters Score -1.660041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163073 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16600409.000000 Penalty: 3901.037109
	Iteration 24F: 3 clusters Score -1.660041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Entering Unmasked Estep 
Score: -1651111.625000 Penalty: 1576.482788
	Iteration 0F: 2 clusters Score -1651112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1639839.125000 Penalty: 3152.965576
	Iteration 0F: 3 clusters Score -1639839 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1643634.750000 Penalty: 3152.965576
	Iteration 1F: 3 clusters Score -1643635 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1643986.375000 Penalty: 3152.965576
	Iteration 2F: 3 clusters Score -1643986 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1644319.125000 Penalty: 3152.965576
	Iteration 3F: 3 clusters Score -1644319 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1644649.375000 Penalty: 3152.965576
	Iteration 4Q: 3 clusters Score -1644649 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1644992.250000 Penalty: 3152.965576
	Iteration 5Q: 3 clusters Score -1644992 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1645434.250000 Penalty: 3152.965576
	Iteration 6Q: 3 clusters Score -1645434 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1646016.125000 Penalty: 3152.965576
	Iteration 7F: 3 clusters Score -1646016 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1646767.000000 Penalty: 3152.965576
	Iteration 8F: 3 clusters Score -1646767 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1647599.250000 Penalty: 3152.965576
	Iteration 9F: 3 clusters Score -1647599 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1648367.625000 Penalty: 3152.965576
	Iteration 10F: 3 clusters Score -1648368 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1648910.125000 Penalty: 3152.965576
	Iteration 11Q: 3 clusters Score -1648910 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1649248.125000 Penalty: 3152.965576
	Iteration 12Q: 3 clusters Score -1649248 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1649419.625000 Penalty: 3152.965576
	Iteration 13Q: 3 clusters Score -1649420 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1649544.375000 Penalty: 3152.965576
	Iteration 14Q: 3 clusters Score -1649544 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1649643.500000 Penalty: 3152.965576
	Iteration 15Q: 3 clusters Score -1649644 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1649703.250000 Penalty: 3152.965576
	Iteration 16Q: 3 clusters Score -1649703 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1649743.250000 Penalty: 3152.965576
	Iteration 17Q: 3 clusters Score -1649743 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1649781.250000 Penalty: 3152.965576
	Iteration 18Q: 3 clusters Score -1649781 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1649805.000000 Penalty: 3152.965576
	Iteration 19Q: 3 clusters Score -1649805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1649827.000000 Penalty: 3152.965576
	Iteration 20F: 3 clusters Score -1649827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1649836.250000 Penalty: 3152.965576
	Iteration 21Q: 3 clusters Score -1649836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1649840.250000 Penalty: 3152.965576
	Iteration 22Q: 3 clusters Score -1649840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1649844.000000 Penalty: 3152.965576
	Iteration 23Q: 3 clusters Score -1649844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1649845.250000 Penalty: 3152.965576
	Iteration 24Q: 3 clusters Score -1649845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1649848.500000 Penalty: 3152.965576
	Iteration 25Q: 3 clusters Score -1649848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1649847.625000 Penalty: 3152.965576
	Iteration 26Q: 3 clusters Score -1649848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1649847.750000 Penalty: 3152.965576
	Iteration 27Q: 3 clusters Score -1649848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1649851.250000 Penalty: 3152.965576
	Iteration 28Q: 3 clusters Score -1649851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1649852.000000 Penalty: 3152.965576
	Iteration 29Q: 3 clusters Score -1649852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1649853.375000 Penalty: 3152.965576
	Iteration 30Q: 3 clusters Score -1649853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1649855.375000 Penalty: 3152.965576
	Iteration 31Q: 3 clusters Score -1649855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1649858.500000 Penalty: 3152.965576
	Iteration 32Q: 3 clusters Score -1649858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1649858.875000 Penalty: 3152.965576
	Iteration 33Q: 3 clusters Score -1649859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1649858.250000 Penalty: 3152.965576
	Iteration 34Q: 3 clusters Score -1649858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1649858.250000 Penalty: 3152.965576
	Iteration 35F: 3 clusters Score -1649858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Entering Unmasked Estep 
Score: -2454786.250000 Penalty: 1635.037964
	Iteration 0F: 2 clusters Score -2454786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2438901.000000 Penalty: 3270.075928
	Iteration 0F: 3 clusters Score -2438901 nChanged 10632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2444737.500000 Penalty: 3270.075928
	Iteration 1F: 3 clusters Score -2444738 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2445117.250000 Penalty: 3270.075928
	Iteration 2Q: 3 clusters Score -2445117 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2445624.000000 Penalty: 3270.075928
	Iteration 3Q: 3 clusters Score -2445624 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2446323.500000 Penalty: 3270.075928
	Iteration 4F: 3 clusters Score -2446324 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2447373.250000 Penalty: 3270.075928
	Iteration 5F: 3 clusters Score -2447373 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2448844.500000 Penalty: 3270.075928
	Iteration 6F: 3 clusters Score -2448844 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2450491.750000 Penalty: 3270.075928
	Iteration 7F: 3 clusters Score -2450492 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2451842.750000 Penalty: 3270.075928
	Iteration 8F: 3 clusters Score -2451843 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2452647.500000 Penalty: 3270.075928
	Iteration 9Q: 3 clusters Score -2452648 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2453033.000000 Penalty: 3270.075928
	Iteration 10Q: 3 clusters Score -2453033 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2453201.750000 Penalty: 3270.075928
	Iteration 11Q: 3 clusters Score -2453202 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2453264.000000 Penalty: 3270.075928
	Iteration 12Q: 3 clusters Score -2453264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2453317.500000 Penalty: 3270.075928
	Iteration 13Q: 3 clusters Score -2453318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2453338.500000 Penalty: 3270.075928
	Iteration 14Q: 3 clusters Score -2453338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2453348.500000 Penalty: 3270.075928
	Iteration 15Q: 3 clusters Score -2453348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2453362.000000 Penalty: 3270.075928
	Iteration 16Q: 3 clusters Score -2453362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2453372.250000 Penalty: 3270.075928
	Iteration 17Q: 3 clusters Score -2453372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2453371.750000 Penalty: 3270.075928
	Iteration 18Q: 3 clusters Score -2453372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2453371.750000 Penalty: 3270.075928
	Iteration 19F: 3 clusters Score -2453372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Entering Unmasked Estep 
Score: -1422590.375000 Penalty: 1553.249512
	Iteration 0F: 2 clusters Score -1422590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1412894.000000 Penalty: 3106.499023
	Iteration 0F: 3 clusters Score -1412894 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1416300.250000 Penalty: 3106.499023
	Iteration 1F: 3 clusters Score -1416300 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1416636.875000 Penalty: 3106.499023
	Iteration 2F: 3 clusters Score -1416637 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1416957.750000 Penalty: 3106.499023
	Iteration 3F: 3 clusters Score -1416958 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1417313.625000 Penalty: 3106.499023
	Iteration 4F: 3 clusters Score -1417314 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1417731.000000 Penalty: 3106.499023
	Iteration 5F: 3 clusters Score -1417731 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1418218.250000 Penalty: 3106.499023
	Iteration 6F: 3 clusters Score -1418218 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1418784.375000 Penalty: 3106.499023
	Iteration 7F: 3 clusters Score -1418784 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1419500.000000 Penalty: 3106.499023
	Iteration 8Q: 3 clusters Score -1419500 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1420274.000000 Penalty: 3106.499023
	Iteration 9Q: 3 clusters Score -1420274 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1420790.125000 Penalty: 3106.499023
	Iteration 10Q: 3 clusters Score -1420790 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1421043.500000 Penalty: 3106.499023
	Iteration 11Q: 3 clusters Score -1421044 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1421155.000000 Penalty: 3106.499023
	Iteration 12Q: 3 clusters Score -1421155 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1421213.125000 Penalty: 3106.499023
	Iteration 13Q: 3 clusters Score -1421213 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1421248.750000 Penalty: 3106.499023
	Iteration 14Q: 3 clusters Score -1421249 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1421273.375000 Penalty: 3106.499023
	Iteration 15Q: 3 clusters Score -1421273 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1421291.000000 Penalty: 3106.499023
	Iteration 16Q: 3 clusters Score -1421291 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1421290.500000 Penalty: 3106.499023
	Iteration 17Q: 3 clusters Score -1421290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1421303.125000 Penalty: 3106.499023
	Iteration 18Q: 3 clusters Score -1421303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1421311.625000 Penalty: 3106.499023
	Iteration 19Q: 3 clusters Score -1421312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1421315.000000 Penalty: 3106.499023
	Iteration 20F: 3 clusters Score -1421315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1421318.000000 Penalty: 3106.499023
	Iteration 21Q: 3 clusters Score -1421318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1421316.875000 Penalty: 3106.499023
	Iteration 22Q: 3 clusters Score -1421317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1421315.500000 Penalty: 3106.499023
	Iteration 23Q: 3 clusters Score -1421316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1421319.750000 Penalty: 3106.499023
	Iteration 24Q: 3 clusters Score -1421320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1421320.875000 Penalty: 3106.499023
	Iteration 25Q: 3 clusters Score -1421321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1421321.125000 Penalty: 3106.499023
	Iteration 26Q: 3 clusters Score -1421321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1421323.875000 Penalty: 3106.499023
	Iteration 27Q: 3 clusters Score -1421324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1421328.750000 Penalty: 3106.499023
	Iteration 28Q: 3 clusters Score -1421329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1421329.250000 Penalty: 3106.499023
	Iteration 29Q: 3 clusters Score -1421329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1421330.000000 Penalty: 3106.499023
	Iteration 30Q: 3 clusters Score -1421330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1421327.750000 Penalty: 3106.499023
	Iteration 31Q: 3 clusters Score -1421328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1421329.750000 Penalty: 3106.499023
	Iteration 32Q: 3 clusters Score -1421330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1421331.500000 Penalty: 3106.499023
	Iteration 33Q: 3 clusters Score -1421332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1421337.750000 Penalty: 3106.499023
	Iteration 34Q: 3 clusters Score -1421338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1421335.125000 Penalty: 3106.499023
	Iteration 35Q: 3 clusters Score -1421335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1421333.250000 Penalty: 3106.499023
	Iteration 36Q: 3 clusters Score -1421333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1421334.250000 Penalty: 3106.499023
	Iteration 37Q: 3 clusters Score -1421334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1421334.250000 Penalty: 3106.499023
	Iteration 38F: 3 clusters Score -1421334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Entering Unmasked Estep 
Score: -213653.031250 Penalty: 1266.189575
	Iteration 0F: 2 clusters Score -213653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -211308.968750 Penalty: 2532.379150
	Iteration 0F: 3 clusters Score -211309 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -211833.500000 Penalty: 2532.379150
	Iteration 1F: 3 clusters Score -211833.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -212026.437500 Penalty: 2532.379150
	Iteration 2F: 3 clusters Score -212026.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -212142.875000 Penalty: 2532.379150
	Iteration 3F: 3 clusters Score -212142.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -212224.812500 Penalty: 2532.379150
	Iteration 4Q: 3 clusters Score -212224.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -212297.875000 Penalty: 2532.379150
	Iteration 5Q: 3 clusters Score -212297.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -212353.953125 Penalty: 2532.379150
	Iteration 6Q: 3 clusters Score -212354 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -212398.453125 Penalty: 2532.379150
	Iteration 7Q: 3 clusters Score -212398.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -212443.406250 Penalty: 2532.379150
	Iteration 8Q: 3 clusters Score -212443.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -212475.546875 Penalty: 2532.379150
	Iteration 9Q: 3 clusters Score -212475.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -212502.953125 Penalty: 2532.379150
	Iteration 10Q: 3 clusters Score -212503 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -212529.359375 Penalty: 2532.379150
	Iteration 11Q: 3 clusters Score -212529.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -212566.343750 Penalty: 2532.379150
	Iteration 12Q: 3 clusters Score -212566.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -212605.953125 Penalty: 2532.379150
	Iteration 13Q: 3 clusters Score -212606 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -212638.984375 Penalty: 2532.379150
	Iteration 14Q: 3 clusters Score -212639 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -212661.937500 Penalty: 2532.379150
	Iteration 15Q: 3 clusters Score -212661.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -212680.765625 Penalty: 2532.379150
	Iteration 16Q: 3 clusters Score -212680.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -212697.203125 Penalty: 2532.379150
	Iteration 17Q: 3 clusters Score -212697.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -212712.921875 Penalty: 2532.379150
	Iteration 18Q: 3 clusters Score -212712.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -212727.421875 Penalty: 2532.379150
	Iteration 19Q: 3 clusters Score -212727.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -212741.187500 Penalty: 2532.379150
	Iteration 20F: 3 clusters Score -212741.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -212752.765625 Penalty: 2532.379150
	Iteration 21Q: 3 clusters Score -212752.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -212762.921875 Penalty: 2532.379150
	Iteration 22Q: 3 clusters Score -212762.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -212769.390625 Penalty: 2532.379150
	Iteration 23Q: 3 clusters Score -212769.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -212777.968750 Penalty: 2532.379150
	Iteration 24Q: 3 clusters Score -212778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -212784.984375 Penalty: 2532.379150
	Iteration 25Q: 3 clusters Score -212785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -212791.875000 Penalty: 2532.379150
	Iteration 26Q: 3 clusters Score -212791.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -212795.937500 Penalty: 2532.379150
	Iteration 27Q: 3 clusters Score -212795.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -212798.437500 Penalty: 2532.379150
	Iteration 28Q: 3 clusters Score -212798.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -212799.828125 Penalty: 2532.379150
	Iteration 29Q: 3 clusters Score -212799.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -212800.859375 Penalty: 2532.379150
	Iteration 30Q: 3 clusters Score -212800.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -212803.421875 Penalty: 2532.379150
	Iteration 31Q: 3 clusters Score -212803.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -212806.875000 Penalty: 2532.379150
	Iteration 32Q: 3 clusters Score -212806.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -212808.781250 Penalty: 2532.379150
	Iteration 33Q: 3 clusters Score -212808.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -212811.218750 Penalty: 2532.379150
	Iteration 34Q: 3 clusters Score -212811.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -212813.984375 Penalty: 2532.379150
	Iteration 35Q: 3 clusters Score -212814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -212817.375000 Penalty: 2532.379150
	Iteration 36Q: 3 clusters Score -212817.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -212822.015625 Penalty: 2532.379150
	Iteration 37Q: 3 clusters Score -212822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -212826.796875 Penalty: 2532.379150
	Iteration 38Q: 3 clusters Score -212826.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -212832.000000 Penalty: 2532.379150
	Iteration 39Q: 3 clusters Score -212832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -212834.515625 Penalty: 2532.379150
	Iteration 40F: 3 clusters Score -212834.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -212835.812500 Penalty: 2532.379150
	Iteration 41Q: 3 clusters Score -212835.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -212836.312500 Penalty: 2532.379150
	Iteration 42Q: 3 clusters Score -212836.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -212836.312500 Penalty: 2532.379150
	Iteration 43F: 3 clusters Score -212836.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (141962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141962 members 
Entering Unmasked Estep 
Score: -14614753.000000 Penalty: 1927.788574
	Iteration 0F: 2 clusters Score -1.461475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 71308 members 
Entering Unmasked Estep 
Score: -14522462.000000 Penalty: 3855.577148
	Iteration 0F: 3 clusters Score -1.452246e+07 nChanged 68583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 77799 members 
Entering Unmasked Estep 
Score: -14563016.000000 Penalty: 3855.577148
	Iteration 1F: 3 clusters Score -1.456302e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 81761 members 
Entering Unmasked Estep 
Score: -14564508.000000 Penalty: 3855.577148
	Iteration 2Q: 3 clusters Score -1.456451e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 87775 members 
Entering Unmasked Estep 
Score: -14567372.000000 Penalty: 3855.577148
	Iteration 3Q: 3 clusters Score -1.456737e+07 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 96553 members 
Entering Unmasked Estep 
Score: -14572388.000000 Penalty: 3855.577148
	Iteration 4F: 3 clusters Score -1.457239e+07 nChanged 11648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 108129 members 
Entering Unmasked Estep 
Score: -14581062.000000 Penalty: 3855.577148
	Iteration 5F: 3 clusters Score -1.458106e+07 nChanged 12661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 120780 members 
Entering Unmasked Estep 
Score: -14592579.000000 Penalty: 3855.577148
	Iteration 6F: 3 clusters Score -1.459258e+07 nChanged 10673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 131449 members 
Entering Unmasked Estep 
Score: -14603118.000000 Penalty: 3855.577148
	Iteration 7F: 3 clusters Score -1.460312e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 137657 members 
Entering Unmasked Estep 
Score: -14609228.000000 Penalty: 3855.577148
	Iteration 8Q: 3 clusters Score -1.460923e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 140286 members 
Entering Unmasked Estep 
Score: -14611586.000000 Penalty: 3855.577148
	Iteration 9Q: 3 clusters Score -1.461159e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 141214 members 
Entering Unmasked Estep 
Score: -14612467.000000 Penalty: 3855.577148
	Iteration 10Q: 3 clusters Score -1.461247e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 141508 members 
Entering Unmasked Estep 
Score: -14612779.000000 Penalty: 3855.577148
	Iteration 11Q: 3 clusters Score -1.461278e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 141616 members 
Entering Unmasked Estep 
Score: -14612898.000000 Penalty: 3855.577148
	Iteration 12Q: 3 clusters Score -1.46129e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 141670 members 
Entering Unmasked Estep 
Score: -14612965.000000 Penalty: 3855.577148
	Iteration 13Q: 3 clusters Score -1.461296e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 141693 members 
Entering Unmasked Estep 
Score: -14613004.000000 Penalty: 3855.577148
	Iteration 14Q: 3 clusters Score -1.4613e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 141711 members 
Entering Unmasked Estep 
Score: -14613006.000000 Penalty: 3855.577148
	Iteration 15Q: 3 clusters Score -1.461301e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 141720 members 
Entering Unmasked Estep 
Score: -14613033.000000 Penalty: 3855.577148
	Iteration 16Q: 3 clusters Score -1.461303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 141724 members 
Entering Unmasked Estep 
Score: -14613045.000000 Penalty: 3855.577148
	Iteration 17Q: 3 clusters Score -1.461304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 141726 members 
Entering Unmasked Estep 
Score: -14613057.000000 Penalty: 3855.577148
	Iteration 18Q: 3 clusters Score -1.461306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 141724 members 
Entering Unmasked Estep 
Score: -14613063.000000 Penalty: 3855.577148
	Iteration 19Q: 3 clusters Score -1.461306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 141724 members 
Entering Unmasked Estep 
Score: -14613065.000000 Penalty: 3855.577148
	Iteration 20F: 3 clusters Score -1.461306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 141725 members 
Entering Unmasked Estep 
Score: -14613044.000000 Penalty: 3855.577148
	Iteration 21Q: 3 clusters Score -1.461304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 141727 members 
Entering Unmasked Estep 
Score: -14613056.000000 Penalty: 3855.577148
	Iteration 22Q: 3 clusters Score -1.461306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 141728 members 
Entering Unmasked Estep 
Score: -14613070.000000 Penalty: 3855.577148
	Iteration 23Q: 3 clusters Score -1.461307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 141733 members 
Entering Unmasked Estep 
Score: -14613065.000000 Penalty: 3855.577148
	Iteration 24Q: 3 clusters Score -1.461306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 141733 members 
Entering Unmasked Estep 
Score: -14613063.000000 Penalty: 3855.577148
	Iteration 25Q: 3 clusters Score -1.461306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 141733 members 
Entering Unmasked Estep 
Score: -14613063.000000 Penalty: 3855.577148
	Iteration 26F: 3 clusters Score -1.461306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (149256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149256 members 
Entering Unmasked Estep 
Score: -15168288.000000 Penalty: 1935.930420
	Iteration 0F: 2 clusters Score -1.516829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75049 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -15069149.000000 Penalty: 3871.860840
	Iteration 0F: 3 clusters Score -1.506915e+07 nChanged 71868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82425 members 
Mstep: Class 2 contains 66831 members 
Entering Unmasked Estep 
Score: -15111504.000000 Penalty: 3871.860840
	Iteration 1F: 3 clusters Score -1.51115e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87428 members 
Mstep: Class 2 contains 61828 members 
Entering Unmasked Estep 
Score: -15113425.000000 Penalty: 3871.860840
	Iteration 2Q: 3 clusters Score -1.511342e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95089 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -15117409.000000 Penalty: 3871.860840
	Iteration 3F: 3 clusters Score -1.511741e+07 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106249 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -15125125.000000 Penalty: 3871.860840
	Iteration 4F: 3 clusters Score -1.512512e+07 nChanged 14307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120534 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -15137956.000000 Penalty: 3871.860840
	Iteration 5F: 3 clusters Score -1.513796e+07 nChanged 14297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134825 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -15152518.000000 Penalty: 3871.860840
	Iteration 6F: 3 clusters Score -1.515252e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144235 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -15162186.000000 Penalty: 3871.860840
	Iteration 7F: 3 clusters Score -1.516219e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147879 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -15165352.000000 Penalty: 3871.860840
	Iteration 8Q: 3 clusters Score -1.516535e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148811 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -15166259.000000 Penalty: 3871.860840
	Iteration 9Q: 3 clusters Score -1.516626e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149015 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15166441.000000 Penalty: 3871.860840
	Iteration 10Q: 3 clusters Score -1.516644e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149066 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15166534.000000 Penalty: 3871.860840
	Iteration 11Q: 3 clusters Score -1.516653e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149083 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15166554.000000 Penalty: 3871.860840
	Iteration 12Q: 3 clusters Score -1.516655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149097 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15166578.000000 Penalty: 3871.860840
	Iteration 13Q: 3 clusters Score -1.516658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149102 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15166588.000000 Penalty: 3871.860840
	Iteration 14Q: 3 clusters Score -1.516659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149103 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15166599.000000 Penalty: 3871.860840
	Iteration 15Q: 3 clusters Score -1.51666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149099 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15166601.000000 Penalty: 3871.860840
	Iteration 16Q: 3 clusters Score -1.51666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149101 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15166604.000000 Penalty: 3871.860840
	Iteration 17Q: 3 clusters Score -1.51666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149099 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15166609.000000 Penalty: 3871.860840
	Iteration 18Q: 3 clusters Score -1.516661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149099 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15166609.000000 Penalty: 3871.860840
	Iteration 19F: 3 clusters Score -1.516661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (162097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162097 members 
Entering Unmasked Estep 
Score: -16335639.000000 Penalty: 1949.341797
	Iteration 0F: 2 clusters Score -1.633564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80772 members 
Mstep: Class 2 contains 81325 members 
Entering Unmasked Estep 
Score: -16228785.000000 Penalty: 3898.683594
	Iteration 0F: 3 clusters Score -1.622878e+07 nChanged 78606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76572 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -16275574.000000 Penalty: 3898.683594
	Iteration 1F: 3 clusters Score -1.627557e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74182 members 
Mstep: Class 2 contains 87915 members 
Entering Unmasked Estep 
Score: -16276586.000000 Penalty: 3898.683594
	Iteration 2Q: 3 clusters Score -1.627659e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70415 members 
Mstep: Class 2 contains 91682 members 
Entering Unmasked Estep 
Score: -16278223.000000 Penalty: 3898.683594
	Iteration 3Q: 3 clusters Score -1.627822e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64618 members 
Mstep: Class 2 contains 97479 members 
Entering Unmasked Estep 
Score: -16280948.000000 Penalty: 3898.683594
	Iteration 4Q: 3 clusters Score -1.628095e+07 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 106084 members 
Entering Unmasked Estep 
Score: -16285959.000000 Penalty: 3898.683594
	Iteration 5F: 3 clusters Score -1.628596e+07 nChanged 11885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 117789 members 
Entering Unmasked Estep 
Score: -16294382.000000 Penalty: 3898.683594
	Iteration 6F: 3 clusters Score -1.629438e+07 nChanged 13477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 131202 members 
Entering Unmasked Estep 
Score: -16305753.000000 Penalty: 3898.683594
	Iteration 7F: 3 clusters Score -1.630575e+07 nChanged 12726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 143904 members 
Entering Unmasked Estep 
Score: -16317687.000000 Penalty: 3898.683594
	Iteration 8F: 3 clusters Score -1.631769e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 152989 members 
Entering Unmasked Estep 
Score: -16326558.000000 Penalty: 3898.683594
	Iteration 9F: 3 clusters Score -1.632656e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 158082 members 
Entering Unmasked Estep 
Score: -16330945.000000 Penalty: 3898.683594
	Iteration 10Q: 3 clusters Score -1.633094e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 160485 members 
Entering Unmasked Estep 
Score: -16332874.000000 Penalty: 3898.683594
	Iteration 11Q: 3 clusters Score -1.633287e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 161354 members 
Entering Unmasked Estep 
Score: -16333503.000000 Penalty: 3898.683594
	Iteration 12Q: 3 clusters Score -1.63335e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 161669 members 
Entering Unmasked Estep 
Score: -16333740.000000 Penalty: 3898.683594
	Iteration 13Q: 3 clusters Score -1.633374e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 161761 members 
Entering Unmasked Estep 
Score: -16333840.000000 Penalty: 3898.683594
	Iteration 14Q: 3 clusters Score -1.633384e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 161797 members 
Entering Unmasked Estep 
Score: -16333893.000000 Penalty: 3898.683594
	Iteration 15Q: 3 clusters Score -1.633389e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 161817 members 
Entering Unmasked Estep 
Score: -16333896.000000 Penalty: 3898.683594
	Iteration 16Q: 3 clusters Score -1.63339e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 161829 members 
Entering Unmasked Estep 
Score: -16333932.000000 Penalty: 3898.683594
	Iteration 17Q: 3 clusters Score -1.633393e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 161844 members 
Entering Unmasked Estep 
Score: -16333939.000000 Penalty: 3898.683594
	Iteration 18Q: 3 clusters Score -1.633394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 161851 members 
Entering Unmasked Estep 
Score: -16333973.000000 Penalty: 3898.683594
	Iteration 19Q: 3 clusters Score -1.633397e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 161853 members 
Entering Unmasked Estep 
Score: -16333964.000000 Penalty: 3898.683594
	Iteration 20F: 3 clusters Score -1.633396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 161858 members 
Entering Unmasked Estep 
Score: -16333964.000000 Penalty: 3898.683594
	Iteration 21Q: 3 clusters Score -1.633396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 161858 members 
Entering Unmasked Estep 
Score: -16333964.000000 Penalty: 3898.683594
	Iteration 22F: 3 clusters Score -1.633396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -94021.156250 Penalty: 1114.687378
	Iteration 0F: 2 clusters Score -94021.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -92606.664062 Penalty: 2229.374756
	Iteration 0F: 3 clusters Score -92606.66 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -92847.789062 Penalty: 2229.374756
	Iteration 1F: 3 clusters Score -92847.79 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -92908.890625 Penalty: 2229.374756
	Iteration 2F: 3 clusters Score -92908.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -92930.906250 Penalty: 2229.374756
	Iteration 3Q: 3 clusters Score -92930.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -92950.125000 Penalty: 2229.374756
	Iteration 4Q: 3 clusters Score -92950.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -92967.585938 Penalty: 2229.374756
	Iteration 5Q: 3 clusters Score -92967.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -92976.273438 Penalty: 2229.374756
	Iteration 6Q: 3 clusters Score -92976.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -92982.000000 Penalty: 2229.374756
	Iteration 7Q: 3 clusters Score -92982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -92986.671875 Penalty: 2229.374756
	Iteration 8Q: 3 clusters Score -92986.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -92989.500000 Penalty: 2229.374756
	Iteration 9Q: 3 clusters Score -92989.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -92990.343750 Penalty: 2229.374756
	Iteration 10Q: 3 clusters Score -92990.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -92990.945312 Penalty: 2229.374756
	Iteration 11Q: 3 clusters Score -92990.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -92992.070312 Penalty: 2229.374756
	Iteration 12Q: 3 clusters Score -92992.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -92992.976562 Penalty: 2229.374756
	Iteration 13Q: 3 clusters Score -92992.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -92993.234375 Penalty: 2229.374756
	Iteration 14Q: 3 clusters Score -92993.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -92993.234375 Penalty: 2229.374756
	Iteration 15F: 3 clusters Score -92993.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143996 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59708 members 
Mstep: Class 10 contains 86442 members 
Mstep: Class 11 contains 68611 members 
Mstep: Class 12 contains 165125 members 
Mstep: Class 13 contains 163275 members 
Mstep: Class 14 contains 16341 members 
Mstep: Class 15 contains 23430 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141962 members 
Mstep: Class 20 contains 149256 members 
Mstep: Class 21 contains 162097 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975304.000000 Penalty: 43433.996094
Iteration 359Q: 20 clusters Score -1.279753e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143995 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59709 members 
Mstep: Class 10 contains 86442 members 
Mstep: Class 11 contains 68611 members 
Mstep: Class 12 contains 165125 members 
Mstep: Class 13 contains 163275 members 
Mstep: Class 14 contains 16340 members 
Mstep: Class 15 contains 23430 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141963 members 
Mstep: Class 20 contains 149256 members 
Mstep: Class 21 contains 162097 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975312.000000 Penalty: 43433.996094
Iteration 360F: 20 clusters Score -1.279753e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143995 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16572 members 
Mstep: Class 9 contains 59711 members 
Mstep: Class 10 contains 86442 members 
Mstep: Class 11 contains 68611 members 
Mstep: Class 12 contains 165124 members 
Mstep: Class 13 contains 163274 members 
Mstep: Class 14 contains 16340 members 
Mstep: Class 15 contains 23429 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141968 members 
Mstep: Class 20 contains 149255 members 
Mstep: Class 21 contains 162095 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975336.000000 Penalty: 43433.996094
Iteration 361Q: 20 clusters Score -1.279753e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143995 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59711 members 
Mstep: Class 10 contains 86442 members 
Mstep: Class 11 contains 68611 members 
Mstep: Class 12 contains 165123 members 
Mstep: Class 13 contains 163275 members 
Mstep: Class 14 contains 16340 members 
Mstep: Class 15 contains 23426 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141971 members 
Mstep: Class 20 contains 149255 members 
Mstep: Class 21 contains 162094 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975360.000000 Penalty: 43433.996094
Iteration 362Q: 20 clusters Score -1.279754e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143994 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59712 members 
Mstep: Class 10 contains 86442 members 
Mstep: Class 11 contains 68612 members 
Mstep: Class 12 contains 165123 members 
Mstep: Class 13 contains 163273 members 
Mstep: Class 14 contains 16340 members 
Mstep: Class 15 contains 23426 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141970 members 
Mstep: Class 20 contains 149257 members 
Mstep: Class 21 contains 162094 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975392.000000 Penalty: 43433.996094
Iteration 363Q: 20 clusters Score -1.279754e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143993 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59714 members 
Mstep: Class 10 contains 86442 members 
Mstep: Class 11 contains 68612 members 
Mstep: Class 12 contains 165124 members 
Mstep: Class 13 contains 163272 members 
Mstep: Class 14 contains 16340 members 
Mstep: Class 15 contains 23426 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141971 members 
Mstep: Class 20 contains 149257 members 
Mstep: Class 21 contains 162092 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975400.000000 Penalty: 43433.996094
Iteration 364Q: 20 clusters Score -1.279754e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143992 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59714 members 
Mstep: Class 10 contains 86442 members 
Mstep: Class 11 contains 68612 members 
Mstep: Class 12 contains 165124 members 
Mstep: Class 13 contains 163271 members 
Mstep: Class 14 contains 16341 members 
Mstep: Class 15 contains 23425 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141972 members 
Mstep: Class 20 contains 149258 members 
Mstep: Class 21 contains 162092 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975376.000000 Penalty: 43433.996094
Iteration 365Q: 20 clusters Score -1.279754e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143992 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59714 members 
Mstep: Class 10 contains 86442 members 
Mstep: Class 11 contains 68613 members 
Mstep: Class 12 contains 165124 members 
Mstep: Class 13 contains 163271 members 
Mstep: Class 14 contains 16341 members 
Mstep: Class 15 contains 23423 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141975 members 
Mstep: Class 20 contains 149258 members 
Mstep: Class 21 contains 162090 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975376.000000 Penalty: 43433.996094
Iteration 366Q: 20 clusters Score -1.279754e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143992 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59714 members 
Mstep: Class 10 contains 86443 members 
Mstep: Class 11 contains 68614 members 
Mstep: Class 12 contains 165124 members 
Mstep: Class 13 contains 163271 members 
Mstep: Class 14 contains 16341 members 
Mstep: Class 15 contains 23419 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141978 members 
Mstep: Class 20 contains 149258 members 
Mstep: Class 21 contains 162089 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975344.000000 Penalty: 43433.996094
Iteration 367Q: 20 clusters Score -1.279753e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143991 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59714 members 
Mstep: Class 10 contains 86443 members 
Mstep: Class 11 contains 68614 members 
Mstep: Class 12 contains 165124 members 
Mstep: Class 13 contains 163271 members 
Mstep: Class 14 contains 16342 members 
Mstep: Class 15 contains 23417 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141980 members 
Mstep: Class 20 contains 149257 members 
Mstep: Class 21 contains 162089 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975392.000000 Penalty: 43433.996094
Iteration 368Q: 20 clusters Score -1.279754e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143991 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59714 members 
Mstep: Class 10 contains 86443 members 
Mstep: Class 11 contains 68614 members 
Mstep: Class 12 contains 165124 members 
Mstep: Class 13 contains 163271 members 
Mstep: Class 14 contains 16342 members 
Mstep: Class 15 contains 23417 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141981 members 
Mstep: Class 20 contains 149258 members 
Mstep: Class 21 contains 162088 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975384.000000 Penalty: 43433.996094
Iteration 369Q: 20 clusters Score -1.279754e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143990 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59714 members 
Mstep: Class 10 contains 86443 members 
Mstep: Class 11 contains 68614 members 
Mstep: Class 12 contains 165124 members 
Mstep: Class 13 contains 163271 members 
Mstep: Class 14 contains 16342 members 
Mstep: Class 15 contains 23416 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141983 members 
Mstep: Class 20 contains 149258 members 
Mstep: Class 21 contains 162088 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975384.000000 Penalty: 43433.996094
Iteration 370Q: 20 clusters Score -1.279754e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143989 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59714 members 
Mstep: Class 10 contains 86443 members 
Mstep: Class 11 contains 68614 members 
Mstep: Class 12 contains 165124 members 
Mstep: Class 13 contains 163271 members 
Mstep: Class 14 contains 16342 members 
Mstep: Class 15 contains 23417 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141983 members 
Mstep: Class 20 contains 149258 members 
Mstep: Class 21 contains 162088 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975376.000000 Penalty: 43433.996094
Iteration 371Q: 20 clusters Score -1.279754e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143988 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59714 members 
Mstep: Class 10 contains 86443 members 
Mstep: Class 11 contains 68614 members 
Mstep: Class 12 contains 165124 members 
Mstep: Class 13 contains 163271 members 
Mstep: Class 14 contains 16342 members 
Mstep: Class 15 contains 23418 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 141983 members 
Mstep: Class 20 contains 149258 members 
Mstep: Class 21 contains 162088 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975384.000000 Penalty: 43433.996094
Iteration 372Q: 20 clusters Score -1.279754e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143986 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59714 members 
Mstep: Class 10 contains 86443 members 
Mstep: Class 11 contains 68614 members 
Mstep: Class 12 contains 165124 members 
Mstep: Class 13 contains 163270 members 
Mstep: Class 14 contains 16342 members 
Mstep: Class 15 contains 23419 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 18 contains 141986 members 
Mstep: Class 20 contains 149258 members 
Mstep: Class 21 contains 162088 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975408.000000 Penalty: 43433.996094
Iteration 373Q: 20 clusters Score -1.279754e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143984 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59714 members 
Mstep: Class 10 contains 86443 members 
Mstep: Class 11 contains 68614 members 
Mstep: Class 12 contains 165124 members 
Mstep: Class 13 contains 163270 members 
Mstep: Class 14 contains 16342 members 
Mstep: Class 15 contains 23419 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 18 contains 141988 members 
Mstep: Class 20 contains 149258 members 
Mstep: Class 21 contains 162088 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975416.000000 Penalty: 43433.996094
Iteration 374Q: 20 clusters Score -1.279754e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143981 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59714 members 
Mstep: Class 10 contains 86443 members 
Mstep: Class 11 contains 68614 members 
Mstep: Class 12 contains 165124 members 
Mstep: Class 13 contains 163270 members 
Mstep: Class 14 contains 16342 members 
Mstep: Class 15 contains 23419 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 18 contains 141991 members 
Mstep: Class 20 contains 149258 members 
Mstep: Class 21 contains 162088 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975400.000000 Penalty: 43433.996094
Iteration 375Q: 20 clusters Score -1.279754e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143979 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59714 members 
Mstep: Class 10 contains 86443 members 
Mstep: Class 11 contains 68614 members 
Mstep: Class 12 contains 165124 members 
Mstep: Class 13 contains 163270 members 
Mstep: Class 14 contains 16342 members 
Mstep: Class 15 contains 23419 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 18 contains 141993 members 
Mstep: Class 20 contains 149258 members 
Mstep: Class 21 contains 162088 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975392.000000 Penalty: 43433.996094
Iteration 376Q: 20 clusters Score -1.279754e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143978 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59714 members 
Mstep: Class 10 contains 86443 members 
Mstep: Class 11 contains 68614 members 
Mstep: Class 12 contains 165124 members 
Mstep: Class 13 contains 163270 members 
Mstep: Class 14 contains 16342 members 
Mstep: Class 15 contains 23419 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 18 contains 141994 members 
Mstep: Class 20 contains 149258 members 
Mstep: Class 21 contains 162088 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975384.000000 Penalty: 43433.996094
Iteration 377Q: 20 clusters Score -1.279754e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143977 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59714 members 
Mstep: Class 10 contains 86443 members 
Mstep: Class 11 contains 68614 members 
Mstep: Class 12 contains 165124 members 
Mstep: Class 13 contains 163270 members 
Mstep: Class 14 contains 16342 members 
Mstep: Class 15 contains 23419 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 18 contains 141995 members 
Mstep: Class 20 contains 149258 members 
Mstep: Class 21 contains 162088 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975384.000000 Penalty: 43433.996094
Iteration 378Q: 20 clusters Score -1.279754e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21353 members 
Mstep: Class 3 contains 143977 members 
Mstep: Class 4 contains 45017 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 9 contains 59714 members 
Mstep: Class 10 contains 86443 members 
Mstep: Class 11 contains 68614 members 
Mstep: Class 12 contains 165124 members 
Mstep: Class 13 contains 163270 members 
Mstep: Class 14 contains 16342 members 
Mstep: Class 15 contains 23419 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 18 contains 141995 members 
Mstep: Class 20 contains 149258 members 
Mstep: Class 21 contains 162088 members 
Mstep: Class 22 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127975384.000000 Penalty: 43433.996094
Iteration 379F: 20 clusters Score -1.279754e+08 nChanged 0
Entering ConstructFrom: 
Score: -127975384.000000 Penalty: 43433.996094
Entering ConstructFrom: 
Trying to split cluster 1 (3360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Entering Unmasked Estep 
Score: -310748.375000 Penalty: 1319.450684
	Iteration 0F: 2 clusters Score -310748.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -307830.718750 Penalty: 2638.901367
	Iteration 0F: 3 clusters Score -307830.7 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -308661.812500 Penalty: 2638.901367
	Iteration 1F: 3 clusters Score -308661.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -308879.531250 Penalty: 2638.901367
	Iteration 2F: 3 clusters Score -308879.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -309045.187500 Penalty: 2638.901367
	Iteration 3F: 3 clusters Score -309045.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -309212.343750 Penalty: 2638.901367
	Iteration 4F: 3 clusters Score -309212.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -309377.500000 Penalty: 2638.901367
	Iteration 5F: 3 clusters Score -309377.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -309489.906250 Penalty: 2638.901367
	Iteration 6Q: 3 clusters Score -309489.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -309634.531250 Penalty: 2638.901367
	Iteration 7Q: 3 clusters Score -309634.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -309796.375000 Penalty: 2638.901367
	Iteration 8Q: 3 clusters Score -309796.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -309983.656250 Penalty: 2638.901367
	Iteration 9Q: 3 clusters Score -309983.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -310087.000000 Penalty: 2638.901367
	Iteration 10Q: 3 clusters Score -310087 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -310153.968750 Penalty: 2638.901367
	Iteration 11Q: 3 clusters Score -310154 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -310200.687500 Penalty: 2638.901367
	Iteration 12Q: 3 clusters Score -310200.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -310230.375000 Penalty: 2638.901367
	Iteration 13Q: 3 clusters Score -310230.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -310255.750000 Penalty: 2638.901367
	Iteration 14Q: 3 clusters Score -310255.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -310277.593750 Penalty: 2638.901367
	Iteration 15Q: 3 clusters Score -310277.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -310298.812500 Penalty: 2638.901367
	Iteration 16Q: 3 clusters Score -310298.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -310313.750000 Penalty: 2638.901367
	Iteration 17Q: 3 clusters Score -310313.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -310326.687500 Penalty: 2638.901367
	Iteration 18Q: 3 clusters Score -310326.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -310333.968750 Penalty: 2638.901367
	Iteration 19Q: 3 clusters Score -310334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -310340.093750 Penalty: 2638.901367
	Iteration 20F: 3 clusters Score -310340.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -310348.343750 Penalty: 2638.901367
	Iteration 21Q: 3 clusters Score -310348.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -310354.156250 Penalty: 2638.901367
	Iteration 22Q: 3 clusters Score -310354.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -310357.968750 Penalty: 2638.901367
	Iteration 23Q: 3 clusters Score -310358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -310360.406250 Penalty: 2638.901367
	Iteration 24Q: 3 clusters Score -310360.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -310364.781250 Penalty: 2638.901367
	Iteration 25Q: 3 clusters Score -310364.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -310369.125000 Penalty: 2638.901367
	Iteration 26Q: 3 clusters Score -310369.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -310371.906250 Penalty: 2638.901367
	Iteration 27Q: 3 clusters Score -310371.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -310375.031250 Penalty: 2638.901367
	Iteration 28Q: 3 clusters Score -310375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -310378.093750 Penalty: 2638.901367
	Iteration 29Q: 3 clusters Score -310378.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -310381.093750 Penalty: 2638.901367
	Iteration 30Q: 3 clusters Score -310381.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -310384.656250 Penalty: 2638.901367
	Iteration 31Q: 3 clusters Score -310384.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -310386.937500 Penalty: 2638.901367
	Iteration 32Q: 3 clusters Score -310386.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -310387.312500 Penalty: 2638.901367
	Iteration 33Q: 3 clusters Score -310387.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -310387.625000 Penalty: 2638.901367
	Iteration 34Q: 3 clusters Score -310387.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -310388.312500 Penalty: 2638.901367
	Iteration 35Q: 3 clusters Score -310388.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -310388.937500 Penalty: 2638.901367
	Iteration 36Q: 3 clusters Score -310388.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -310388.718750 Penalty: 2638.901367
	Iteration 37Q: 3 clusters Score -310388.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -310389.562500 Penalty: 2638.901367
	Iteration 38Q: 3 clusters Score -310389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -310389.343750 Penalty: 2638.901367
	Iteration 39Q: 3 clusters Score -310389.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -310389.343750 Penalty: 2638.901367
	Iteration 40F: 3 clusters Score -310389.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Entering Unmasked Estep 
Score: -2072863.375000 Penalty: 1619.953979
	Iteration 0F: 2 clusters Score -2072863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2058189.375000 Penalty: 3239.907959
	Iteration 0F: 3 clusters Score -2058189 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2063487.500000 Penalty: 3239.907959
	Iteration 1F: 3 clusters Score -2063488 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2063853.875000 Penalty: 3239.907959
	Iteration 2F: 3 clusters Score -2063854 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2064249.625000 Penalty: 3239.907959
	Iteration 3F: 3 clusters Score -2064250 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2064684.625000 Penalty: 3239.907959
	Iteration 4Q: 3 clusters Score -2064685 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2065245.750000 Penalty: 3239.907959
	Iteration 5F: 3 clusters Score -2065246 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2065987.125000 Penalty: 3239.907959
	Iteration 6F: 3 clusters Score -2065987 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2066999.125000 Penalty: 3239.907959
	Iteration 7F: 3 clusters Score -2066999 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2068185.250000 Penalty: 3239.907959
	Iteration 8F: 3 clusters Score -2068185 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2069329.125000 Penalty: 3239.907959
	Iteration 9F: 3 clusters Score -2069329 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2070203.250000 Penalty: 3239.907959
	Iteration 10Q: 3 clusters Score -2070203 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2070756.875000 Penalty: 3239.907959
	Iteration 11Q: 3 clusters Score -2070757 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2071049.000000 Penalty: 3239.907959
	Iteration 12Q: 3 clusters Score -2071049 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2071198.375000 Penalty: 3239.907959
	Iteration 13Q: 3 clusters Score -2071198 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -2071297.250000 Penalty: 3239.907959
	Iteration 14Q: 3 clusters Score -2071297 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2071350.125000 Penalty: 3239.907959
	Iteration 15Q: 3 clusters Score -2071350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2071380.375000 Penalty: 3239.907959
	Iteration 16Q: 3 clusters Score -2071380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2071394.125000 Penalty: 3239.907959
	Iteration 17Q: 3 clusters Score -2071394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2071407.625000 Penalty: 3239.907959
	Iteration 18Q: 3 clusters Score -2071408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2071413.750000 Penalty: 3239.907959
	Iteration 19Q: 3 clusters Score -2071414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2071418.250000 Penalty: 3239.907959
	Iteration 20F: 3 clusters Score -2071418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2071420.750000 Penalty: 3239.907959
	Iteration 21Q: 3 clusters Score -2071421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2071424.500000 Penalty: 3239.907959
	Iteration 22Q: 3 clusters Score -2071424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2071424.875000 Penalty: 3239.907959
	Iteration 23Q: 3 clusters Score -2071425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2071424.875000 Penalty: 3239.907959
	Iteration 24F: 3 clusters Score -2071425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (143977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143977 members 
Entering Unmasked Estep 
Score: -14710139.000000 Penalty: 1930.078979
	Iteration 0F: 2 clusters Score -1.471014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71903 members 
Mstep: Class 2 contains 72074 members 
Entering Unmasked Estep 
Score: -14615282.000000 Penalty: 3860.157959
	Iteration 0F: 3 clusters Score -1.461528e+07 nChanged 69235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69996 members 
Mstep: Class 2 contains 73981 members 
Entering Unmasked Estep 
Score: -14655577.000000 Penalty: 3860.157959
	Iteration 1F: 3 clusters Score -1.465558e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 75800 members 
Entering Unmasked Estep 
Score: -14656894.000000 Penalty: 3860.157959
	Iteration 2Q: 3 clusters Score -1.465689e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65091 members 
Mstep: Class 2 contains 78886 members 
Entering Unmasked Estep 
Score: -14659076.000000 Penalty: 3860.157959
	Iteration 3Q: 3 clusters Score -1.465908e+07 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 83763 members 
Entering Unmasked Estep 
Score: -14663516.000000 Penalty: 3860.157959
	Iteration 4F: 3 clusters Score -1.466352e+07 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Mstep: Class 2 contains 90682 members 
Entering Unmasked Estep 
Score: -14670124.000000 Penalty: 3860.157959
	Iteration 5F: 3 clusters Score -1.467012e+07 nChanged 11769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 99081 members 
Entering Unmasked Estep 
Score: -14678533.000000 Penalty: 3860.157959
	Iteration 6F: 3 clusters Score -1.467853e+07 nChanged 11087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 107616 members 
Entering Unmasked Estep 
Score: -14686812.000000 Penalty: 3860.157959
	Iteration 7F: 3 clusters Score -1.468681e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 115288 members 
Entering Unmasked Estep 
Score: -14693719.000000 Penalty: 3860.157959
	Iteration 8F: 3 clusters Score -1.469372e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 121569 members 
Entering Unmasked Estep 
Score: -14698891.000000 Penalty: 3860.157959
	Iteration 9Q: 3 clusters Score -1.469889e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 126392 members 
Entering Unmasked Estep 
Score: -14703142.000000 Penalty: 3860.157959
	Iteration 10Q: 3 clusters Score -1.470314e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 129734 members 
Entering Unmasked Estep 
Score: -14706085.000000 Penalty: 3860.157959
	Iteration 11Q: 3 clusters Score -1.470608e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 131832 members 
Entering Unmasked Estep 
Score: -14707457.000000 Penalty: 3860.157959
	Iteration 12Q: 3 clusters Score -1.470746e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 133352 members 
Entering Unmasked Estep 
Score: -14708208.000000 Penalty: 3860.157959
	Iteration 13Q: 3 clusters Score -1.470821e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 134575 members 
Entering Unmasked Estep 
Score: -14708591.000000 Penalty: 3860.157959
	Iteration 14Q: 3 clusters Score -1.470859e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 135607 members 
Entering Unmasked Estep 
Score: -14708883.000000 Penalty: 3860.157959
	Iteration 15Q: 3 clusters Score -1.470888e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 136505 members 
Entering Unmasked Estep 
Score: -14709166.000000 Penalty: 3860.157959
	Iteration 16Q: 3 clusters Score -1.470917e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 137287 members 
Entering Unmasked Estep 
Score: -14709334.000000 Penalty: 3860.157959
	Iteration 17Q: 3 clusters Score -1.470933e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 137965 members 
Entering Unmasked Estep 
Score: -14709499.000000 Penalty: 3860.157959
	Iteration 18Q: 3 clusters Score -1.47095e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 138531 members 
Entering Unmasked Estep 
Score: -14709571.000000 Penalty: 3860.157959
	Iteration 19Q: 3 clusters Score -1.470957e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 139047 members 
Entering Unmasked Estep 
Score: -14709603.000000 Penalty: 3860.157959
	Iteration 20F: 3 clusters Score -1.47096e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 139459 members 
Entering Unmasked Estep 
Score: -14709693.000000 Penalty: 3860.157959
	Iteration 21Q: 3 clusters Score -1.470969e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 139829 members 
Entering Unmasked Estep 
Score: -14709719.000000 Penalty: 3860.157959
	Iteration 22Q: 3 clusters Score -1.470972e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 140138 members 
Entering Unmasked Estep 
Score: -14709755.000000 Penalty: 3860.157959
	Iteration 23Q: 3 clusters Score -1.470976e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 140397 members 
Entering Unmasked Estep 
Score: -14709767.000000 Penalty: 3860.157959
	Iteration 24Q: 3 clusters Score -1.470977e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 140631 members 
Entering Unmasked Estep 
Score: -14709799.000000 Penalty: 3860.157959
	Iteration 25Q: 3 clusters Score -1.47098e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 140815 members 
Entering Unmasked Estep 
Score: -14709807.000000 Penalty: 3860.157959
	Iteration 26Q: 3 clusters Score -1.470981e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 140976 members 
Entering Unmasked Estep 
Score: -14709786.000000 Penalty: 3860.157959
	Iteration 27Q: 3 clusters Score -1.470979e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 141125 members 
Entering Unmasked Estep 
Score: -14709777.000000 Penalty: 3860.157959
	Iteration 28Q: 3 clusters Score -1.470978e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 141245 members 
Entering Unmasked Estep 
Score: -14709782.000000 Penalty: 3860.157959
	Iteration 29Q: 3 clusters Score -1.470978e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 141356 members 
Entering Unmasked Estep 
Score: -14709787.000000 Penalty: 3860.157959
	Iteration 30Q: 3 clusters Score -1.470979e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 141452 members 
Entering Unmasked Estep 
Score: -14709789.000000 Penalty: 3860.157959
	Iteration 31Q: 3 clusters Score -1.470979e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 141530 members 
Entering Unmasked Estep 
Score: -14709816.000000 Penalty: 3860.157959
	Iteration 32Q: 3 clusters Score -1.470982e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 141611 members 
Entering Unmasked Estep 
Score: -14709842.000000 Penalty: 3860.157959
	Iteration 33Q: 3 clusters Score -1.470984e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 141677 members 
Entering Unmasked Estep 
Score: -14709836.000000 Penalty: 3860.157959
	Iteration 34Q: 3 clusters Score -1.470984e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 141736 members 
Entering Unmasked Estep 
Score: -14709845.000000 Penalty: 3860.157959
	Iteration 35Q: 3 clusters Score -1.470984e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 141778 members 
Entering Unmasked Estep 
Score: -14709846.000000 Penalty: 3860.157959
	Iteration 36Q: 3 clusters Score -1.470985e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 141818 members 
Entering Unmasked Estep 
Score: -14709844.000000 Penalty: 3860.157959
	Iteration 37Q: 3 clusters Score -1.470984e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 141852 members 
Entering Unmasked Estep 
Score: -14709846.000000 Penalty: 3860.157959
	Iteration 38Q: 3 clusters Score -1.470985e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 141884 members 
Entering Unmasked Estep 
Score: -14709841.000000 Penalty: 3860.157959
	Iteration 39Q: 3 clusters Score -1.470984e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 141917 members 
Entering Unmasked Estep 
Score: -14709856.000000 Penalty: 3860.157959
	Iteration 40F: 3 clusters Score -1.470986e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 141948 members 
Entering Unmasked Estep 
Score: -14709876.000000 Penalty: 3860.157959
	Iteration 41Q: 3 clusters Score -1.470988e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 141974 members 
Entering Unmasked Estep 
Score: -14709871.000000 Penalty: 3860.157959
	Iteration 42Q: 3 clusters Score -1.470987e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 141993 members 
Entering Unmasked Estep 
Score: -14709847.000000 Penalty: 3860.157959
	Iteration 43Q: 3 clusters Score -1.470985e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 142012 members 
Entering Unmasked Estep 
Score: -14709845.000000 Penalty: 3860.157959
	Iteration 44Q: 3 clusters Score -1.470984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 142025 members 
Entering Unmasked Estep 
Score: -14709839.000000 Penalty: 3860.157959
	Iteration 45Q: 3 clusters Score -1.470984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 142038 members 
Entering Unmasked Estep 
Score: -14709841.000000 Penalty: 3860.157959
	Iteration 46Q: 3 clusters Score -1.470984e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 142055 members 
Entering Unmasked Estep 
Score: -14709842.000000 Penalty: 3860.157959
	Iteration 47Q: 3 clusters Score -1.470984e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 142072 members 
Entering Unmasked Estep 
Score: -14709839.000000 Penalty: 3860.157959
	Iteration 48Q: 3 clusters Score -1.470984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 142086 members 
Entering Unmasked Estep 
Score: -14709829.000000 Penalty: 3860.157959
	Iteration 49Q: 3 clusters Score -1.470983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 142098 members 
Entering Unmasked Estep 
Score: -14709838.000000 Penalty: 3860.157959
	Iteration 50Q: 3 clusters Score -1.470984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 142106 members 
Entering Unmasked Estep 
Score: -14709827.000000 Penalty: 3860.157959
	Iteration 51Q: 3 clusters Score -1.470983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 142109 members 
Entering Unmasked Estep 
Score: -14709827.000000 Penalty: 3860.157959
	Iteration 52Q: 3 clusters Score -1.470983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 142113 members 
Entering Unmasked Estep 
Score: -14709821.000000 Penalty: 3860.157959
	Iteration 53Q: 3 clusters Score -1.470982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 142115 members 
Entering Unmasked Estep 
Score: -14709819.000000 Penalty: 3860.157959
	Iteration 54Q: 3 clusters Score -1.470982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 142117 members 
Entering Unmasked Estep 
Score: -14709812.000000 Penalty: 3860.157959
	Iteration 55Q: 3 clusters Score -1.470981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 142119 members 
Entering Unmasked Estep 
Score: -14709817.000000 Penalty: 3860.157959
	Iteration 56Q: 3 clusters Score -1.470982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 142125 members 
Entering Unmasked Estep 
Score: -14709819.000000 Penalty: 3860.157959
	Iteration 57Q: 3 clusters Score -1.470982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 142129 members 
Entering Unmasked Estep 
Score: -14709815.000000 Penalty: 3860.157959
	Iteration 58Q: 3 clusters Score -1.470982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 142129 members 
Entering Unmasked Estep 
Score: -14709815.000000 Penalty: 3860.157959
	Iteration 59F: 3 clusters Score -1.470982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Entering Unmasked Estep 
Score: -4580214.000000 Penalty: 1741.154175
	Iteration 0F: 2 clusters Score -4580214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -4550092.000000 Penalty: 3482.308350
	Iteration 0F: 3 clusters Score -4550092 nChanged 21089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -4561604.500000 Penalty: 3482.308350
	Iteration 1F: 3 clusters Score -4561604 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -4562059.000000 Penalty: 3482.308350
	Iteration 2Q: 3 clusters Score -4562059 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -4562490.500000 Penalty: 3482.308350
	Iteration 3Q: 3 clusters Score -4562490 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -4563163.500000 Penalty: 3482.308350
	Iteration 4Q: 3 clusters Score -4563164 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -4564181.500000 Penalty: 3482.308350
	Iteration 5Q: 3 clusters Score -4564182 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -4565902.000000 Penalty: 3482.308350
	Iteration 6F: 3 clusters Score -4565902 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -4568640.000000 Penalty: 3482.308350
	Iteration 7F: 3 clusters Score -4568640 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -4572122.500000 Penalty: 3482.308350
	Iteration 8F: 3 clusters Score -4572122 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -4575272.500000 Penalty: 3482.308350
	Iteration 9F: 3 clusters Score -4575272 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4577171.500000 Penalty: 3482.308350
	Iteration 10Q: 3 clusters Score -4577172 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4578009.000000 Penalty: 3482.308350
	Iteration 11Q: 3 clusters Score -4578009 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4578379.000000 Penalty: 3482.308350
	Iteration 12Q: 3 clusters Score -4578379 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4578536.500000 Penalty: 3482.308350
	Iteration 13Q: 3 clusters Score -4578536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4578592.000000 Penalty: 3482.308350
	Iteration 14Q: 3 clusters Score -4578592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4578625.000000 Penalty: 3482.308350
	Iteration 15Q: 3 clusters Score -4578625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4578647.000000 Penalty: 3482.308350
	Iteration 16Q: 3 clusters Score -4578647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4578656.000000 Penalty: 3482.308350
	Iteration 17Q: 3 clusters Score -4578656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4578664.500000 Penalty: 3482.308350
	Iteration 18Q: 3 clusters Score -4578664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4578677.500000 Penalty: 3482.308350
	Iteration 19Q: 3 clusters Score -4578678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4578688.500000 Penalty: 3482.308350
	Iteration 20F: 3 clusters Score -4578688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4578695.000000 Penalty: 3482.308350
	Iteration 21Q: 3 clusters Score -4578695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4578708.500000 Penalty: 3482.308350
	Iteration 22Q: 3 clusters Score -4578708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4578709.000000 Penalty: 3482.308350
	Iteration 23Q: 3 clusters Score -4578709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4578713.000000 Penalty: 3482.308350
	Iteration 24Q: 3 clusters Score -4578713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4578713.000000 Penalty: 3482.308350
	Iteration 25F: 3 clusters Score -4578713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Entering Unmasked Estep 
Score: -285309.562500 Penalty: 1285.351685
	Iteration 0F: 2 clusters Score -285309.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -282746.625000 Penalty: 2570.703369
	Iteration 0F: 3 clusters Score -282746.6 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -283352.437500 Penalty: 2570.703369
	Iteration 1F: 3 clusters Score -283352.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -283472.875000 Penalty: 2570.703369
	Iteration 2F: 3 clusters Score -283472.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -283554.937500 Penalty: 2570.703369
	Iteration 3Q: 3 clusters Score -283554.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -283611.156250 Penalty: 2570.703369
	Iteration 4Q: 3 clusters Score -283611.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -283648.843750 Penalty: 2570.703369
	Iteration 5Q: 3 clusters Score -283648.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -283678.718750 Penalty: 2570.703369
	Iteration 6Q: 3 clusters Score -283678.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -283705.312500 Penalty: 2570.703369
	Iteration 7Q: 3 clusters Score -283705.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -283727.718750 Penalty: 2570.703369
	Iteration 8Q: 3 clusters Score -283727.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -283745.843750 Penalty: 2570.703369
	Iteration 9Q: 3 clusters Score -283745.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -283760.843750 Penalty: 2570.703369
	Iteration 10Q: 3 clusters Score -283760.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -283770.312500 Penalty: 2570.703369
	Iteration 11Q: 3 clusters Score -283770.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -283779.500000 Penalty: 2570.703369
	Iteration 12Q: 3 clusters Score -283779.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -283785.875000 Penalty: 2570.703369
	Iteration 13Q: 3 clusters Score -283785.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -283792.343750 Penalty: 2570.703369
	Iteration 14Q: 3 clusters Score -283792.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -283799.718750 Penalty: 2570.703369
	Iteration 15Q: 3 clusters Score -283799.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -283805.093750 Penalty: 2570.703369
	Iteration 16Q: 3 clusters Score -283805.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -283808.375000 Penalty: 2570.703369
	Iteration 17Q: 3 clusters Score -283808.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -283811.437500 Penalty: 2570.703369
	Iteration 18Q: 3 clusters Score -283811.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -283813.218750 Penalty: 2570.703369
	Iteration 19Q: 3 clusters Score -283813.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -283814.531250 Penalty: 2570.703369
	Iteration 20F: 3 clusters Score -283814.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -283816.843750 Penalty: 2570.703369
	Iteration 21Q: 3 clusters Score -283816.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -283819.218750 Penalty: 2570.703369
	Iteration 22Q: 3 clusters Score -283819.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -283821.843750 Penalty: 2570.703369
	Iteration 23Q: 3 clusters Score -283821.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -283823.750000 Penalty: 2570.703369
	Iteration 24Q: 3 clusters Score -283823.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -283824.250000 Penalty: 2570.703369
	Iteration 25Q: 3 clusters Score -283824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -283825.531250 Penalty: 2570.703369
	Iteration 26Q: 3 clusters Score -283825.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -283825.750000 Penalty: 2570.703369
	Iteration 27Q: 3 clusters Score -283825.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -283826.125000 Penalty: 2570.703369
	Iteration 28Q: 3 clusters Score -283826.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -283826.500000 Penalty: 2570.703369
	Iteration 29Q: 3 clusters Score -283826.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -283826.875000 Penalty: 2570.703369
	Iteration 30Q: 3 clusters Score -283826.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -283827.125000 Penalty: 2570.703369
	Iteration 31Q: 3 clusters Score -283827.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -283827.812500 Penalty: 2570.703369
	Iteration 32Q: 3 clusters Score -283827.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -283829.906250 Penalty: 2570.703369
	Iteration 33Q: 3 clusters Score -283829.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -283834.250000 Penalty: 2570.703369
	Iteration 34Q: 3 clusters Score -283834.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -283839.000000 Penalty: 2570.703369
	Iteration 35Q: 3 clusters Score -283839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -283843.437500 Penalty: 2570.703369
	Iteration 36Q: 3 clusters Score -283843.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -283847.281250 Penalty: 2570.703369
	Iteration 37Q: 3 clusters Score -283847.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -283849.375000 Penalty: 2570.703369
	Iteration 38Q: 3 clusters Score -283849.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -283853.187500 Penalty: 2570.703369
	Iteration 39Q: 3 clusters Score -283853.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -283857.625000 Penalty: 2570.703369
	Iteration 40F: 3 clusters Score -283857.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -283858.875000 Penalty: 2570.703369
	Iteration 41Q: 3 clusters Score -283858.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -283863.375000 Penalty: 2570.703369
	Iteration 42Q: 3 clusters Score -283863.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -283866.812500 Penalty: 2570.703369
	Iteration 43Q: 3 clusters Score -283866.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -283869.718750 Penalty: 2570.703369
	Iteration 44Q: 3 clusters Score -283869.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -283872.750000 Penalty: 2570.703369
	Iteration 45Q: 3 clusters Score -283872.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -283876.843750 Penalty: 2570.703369
	Iteration 46Q: 3 clusters Score -283876.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -283880.093750 Penalty: 2570.703369
	Iteration 47Q: 3 clusters Score -283880.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -283881.937500 Penalty: 2570.703369
	Iteration 48Q: 3 clusters Score -283881.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -283884.031250 Penalty: 2570.703369
	Iteration 49Q: 3 clusters Score -283884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -283885.468750 Penalty: 2570.703369
	Iteration 50Q: 3 clusters Score -283885.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -283886.937500 Penalty: 2570.703369
	Iteration 51Q: 3 clusters Score -283886.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -283889.843750 Penalty: 2570.703369
	Iteration 52Q: 3 clusters Score -283889.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -283891.687500 Penalty: 2570.703369
	Iteration 53Q: 3 clusters Score -283891.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -283894.875000 Penalty: 2570.703369
	Iteration 54Q: 3 clusters Score -283894.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -283896.937500 Penalty: 2570.703369
	Iteration 55Q: 3 clusters Score -283896.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -283899.468750 Penalty: 2570.703369
	Iteration 56Q: 3 clusters Score -283899.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -283901.875000 Penalty: 2570.703369
	Iteration 57Q: 3 clusters Score -283901.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -283905.250000 Penalty: 2570.703369
	Iteration 58Q: 3 clusters Score -283905.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -283908.437500 Penalty: 2570.703369
	Iteration 59Q: 3 clusters Score -283908.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -283911.187500 Penalty: 2570.703369
	Iteration 60F: 3 clusters Score -283911.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -283914.531250 Penalty: 2570.703369
	Iteration 61Q: 3 clusters Score -283914.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -283919.218750 Penalty: 2570.703369
	Iteration 62Q: 3 clusters Score -283919.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -283927.218750 Penalty: 2570.703369
	Iteration 63Q: 3 clusters Score -283927.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -283938.500000 Penalty: 2570.703369
	Iteration 64Q: 3 clusters Score -283938.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -283949.250000 Penalty: 2570.703369
	Iteration 65Q: 3 clusters Score -283949.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -283958.687500 Penalty: 2570.703369
	Iteration 66Q: 3 clusters Score -283958.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -283968.531250 Penalty: 2570.703369
	Iteration 67Q: 3 clusters Score -283968.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -283980.187500 Penalty: 2570.703369
	Iteration 68Q: 3 clusters Score -283980.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -283985.250000 Penalty: 2570.703369
	Iteration 69Q: 3 clusters Score -283985.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -283989.750000 Penalty: 2570.703369
	Iteration 70Q: 3 clusters Score -283989.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -283994.218750 Penalty: 2570.703369
	Iteration 71Q: 3 clusters Score -283994.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -283998.656250 Penalty: 2570.703369
	Iteration 72Q: 3 clusters Score -283998.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -284006.625000 Penalty: 2570.703369
	Iteration 73Q: 3 clusters Score -284006.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -284013.281250 Penalty: 2570.703369
	Iteration 74Q: 3 clusters Score -284013.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -284020.312500 Penalty: 2570.703369
	Iteration 75Q: 3 clusters Score -284020.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -284026.312500 Penalty: 2570.703369
	Iteration 76Q: 3 clusters Score -284026.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -284032.843750 Penalty: 2570.703369
	Iteration 77Q: 3 clusters Score -284032.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -284040.375000 Penalty: 2570.703369
	Iteration 78Q: 3 clusters Score -284040.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -284050.125000 Penalty: 2570.703369
	Iteration 79Q: 3 clusters Score -284050.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -284065.250000 Penalty: 2570.703369
	Iteration 80F: 3 clusters Score -284065.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -284075.187500 Penalty: 2570.703369
	Iteration 81Q: 3 clusters Score -284075.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -284080.281250 Penalty: 2570.703369
	Iteration 82Q: 3 clusters Score -284080.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -284082.687500 Penalty: 2570.703369
	Iteration 83Q: 3 clusters Score -284082.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -284082.843750 Penalty: 2570.703369
	Iteration 84Q: 3 clusters Score -284082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -284084.406250 Penalty: 2570.703369
	Iteration 85Q: 3 clusters Score -284084.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -284084.406250 Penalty: 2570.703369
	Iteration 86F: 3 clusters Score -284084.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Entering Unmasked Estep 
Score: -1708993.500000 Penalty: 1578.773682
	Iteration 0F: 2 clusters Score -1708994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1697587.875000 Penalty: 3157.547363
	Iteration 0F: 3 clusters Score -1697588 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1701568.125000 Penalty: 3157.547363
	Iteration 1F: 3 clusters Score -1701568 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1701864.750000 Penalty: 3157.547363
	Iteration 2F: 3 clusters Score -1701865 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1702095.875000 Penalty: 3157.547363
	Iteration 3Q: 3 clusters Score -1702096 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1702334.000000 Penalty: 3157.547363
	Iteration 4Q: 3 clusters Score -1702334 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1702573.500000 Penalty: 3157.547363
	Iteration 5Q: 3 clusters Score -1702574 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1702821.000000 Penalty: 3157.547363
	Iteration 6Q: 3 clusters Score -1702821 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1703064.750000 Penalty: 3157.547363
	Iteration 7Q: 3 clusters Score -1703065 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1703364.125000 Penalty: 3157.547363
	Iteration 8Q: 3 clusters Score -1703364 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1703702.750000 Penalty: 3157.547363
	Iteration 9Q: 3 clusters Score -1703703 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1704104.625000 Penalty: 3157.547363
	Iteration 10Q: 3 clusters Score -1704105 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1704644.000000 Penalty: 3157.547363
	Iteration 11Q: 3 clusters Score -1704644 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1705191.250000 Penalty: 3157.547363
	Iteration 12F: 3 clusters Score -1705191 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1705679.125000 Penalty: 3157.547363
	Iteration 13Q: 3 clusters Score -1705679 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1706041.625000 Penalty: 3157.547363
	Iteration 14Q: 3 clusters Score -1706042 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1706241.375000 Penalty: 3157.547363
	Iteration 15Q: 3 clusters Score -1706241 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1706373.125000 Penalty: 3157.547363
	Iteration 16Q: 3 clusters Score -1706373 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1706477.750000 Penalty: 3157.547363
	Iteration 17Q: 3 clusters Score -1706478 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1706563.125000 Penalty: 3157.547363
	Iteration 18Q: 3 clusters Score -1706563 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1706636.125000 Penalty: 3157.547363
	Iteration 19Q: 3 clusters Score -1706636 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1706688.875000 Penalty: 3157.547363
	Iteration 20F: 3 clusters Score -1706689 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1706743.125000 Penalty: 3157.547363
	Iteration 21Q: 3 clusters Score -1706743 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1706810.375000 Penalty: 3157.547363
	Iteration 22Q: 3 clusters Score -1706810 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1706864.625000 Penalty: 3157.547363
	Iteration 23Q: 3 clusters Score -1706865 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1706916.875000 Penalty: 3157.547363
	Iteration 24Q: 3 clusters Score -1706917 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1706966.875000 Penalty: 3157.547363
	Iteration 25Q: 3 clusters Score -1706967 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1707005.625000 Penalty: 3157.547363
	Iteration 26Q: 3 clusters Score -1707006 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1707056.250000 Penalty: 3157.547363
	Iteration 27Q: 3 clusters Score -1707056 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1707107.875000 Penalty: 3157.547363
	Iteration 28Q: 3 clusters Score -1707108 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1707154.875000 Penalty: 3157.547363
	Iteration 29Q: 3 clusters Score -1707155 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1707198.875000 Penalty: 3157.547363
	Iteration 30Q: 3 clusters Score -1707199 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1707234.875000 Penalty: 3157.547363
	Iteration 31Q: 3 clusters Score -1707235 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1707269.000000 Penalty: 3157.547363
	Iteration 32Q: 3 clusters Score -1707269 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1707306.250000 Penalty: 3157.547363
	Iteration 33Q: 3 clusters Score -1707306 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1707342.125000 Penalty: 3157.547363
	Iteration 34Q: 3 clusters Score -1707342 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1707373.625000 Penalty: 3157.547363
	Iteration 35Q: 3 clusters Score -1707374 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1707398.750000 Penalty: 3157.547363
	Iteration 36Q: 3 clusters Score -1707399 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1707427.875000 Penalty: 3157.547363
	Iteration 37Q: 3 clusters Score -1707428 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1707450.750000 Penalty: 3157.547363
	Iteration 38Q: 3 clusters Score -1707451 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1707482.875000 Penalty: 3157.547363
	Iteration 39Q: 3 clusters Score -1707483 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1707513.750000 Penalty: 3157.547363
	Iteration 40F: 3 clusters Score -1707514 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1707554.875000 Penalty: 3157.547363
	Iteration 41Q: 3 clusters Score -1707555 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1707591.375000 Penalty: 3157.547363
	Iteration 42Q: 3 clusters Score -1707591 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1707612.375000 Penalty: 3157.547363
	Iteration 43Q: 3 clusters Score -1707612 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1707645.750000 Penalty: 3157.547363
	Iteration 44Q: 3 clusters Score -1707646 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1707675.625000 Penalty: 3157.547363
	Iteration 45Q: 3 clusters Score -1707676 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1707702.750000 Penalty: 3157.547363
	Iteration 46Q: 3 clusters Score -1707703 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1707733.375000 Penalty: 3157.547363
	Iteration 47Q: 3 clusters Score -1707733 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1707760.000000 Penalty: 3157.547363
	Iteration 48Q: 3 clusters Score -1707760 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1707776.500000 Penalty: 3157.547363
	Iteration 49Q: 3 clusters Score -1707776 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1707796.875000 Penalty: 3157.547363
	Iteration 50Q: 3 clusters Score -1707797 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1707817.125000 Penalty: 3157.547363
	Iteration 51Q: 3 clusters Score -1707817 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1707832.125000 Penalty: 3157.547363
	Iteration 52Q: 3 clusters Score -1707832 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1707847.500000 Penalty: 3157.547363
	Iteration 53Q: 3 clusters Score -1707848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1707856.125000 Penalty: 3157.547363
	Iteration 54Q: 3 clusters Score -1707856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1707865.750000 Penalty: 3157.547363
	Iteration 55Q: 3 clusters Score -1707866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1707868.375000 Penalty: 3157.547363
	Iteration 56Q: 3 clusters Score -1707868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1707872.250000 Penalty: 3157.547363
	Iteration 57Q: 3 clusters Score -1707872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1707875.125000 Penalty: 3157.547363
	Iteration 58Q: 3 clusters Score -1707875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1707878.625000 Penalty: 3157.547363
	Iteration 59Q: 3 clusters Score -1707879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1707882.500000 Penalty: 3157.547363
	Iteration 60F: 3 clusters Score -1707882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1707885.375000 Penalty: 3157.547363
	Iteration 61Q: 3 clusters Score -1707885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1707885.125000 Penalty: 3157.547363
	Iteration 62Q: 3 clusters Score -1707885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1707885.125000 Penalty: 3157.547363
	Iteration 63Q: 3 clusters Score -1707885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1707884.875000 Penalty: 3157.547363
	Iteration 64Q: 3 clusters Score -1707885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1707887.750000 Penalty: 3157.547363
	Iteration 65Q: 3 clusters Score -1707888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1707886.250000 Penalty: 3157.547363
	Iteration 66Q: 3 clusters Score -1707886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1707886.250000 Penalty: 3157.547363
	Iteration 67F: 3 clusters Score -1707886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Entering Unmasked Estep 
Score: -6078295.500000 Penalty: 1787.064819
	Iteration 0F: 2 clusters Score -6078296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -6038483.500000 Penalty: 3574.129639
	Iteration 0F: 3 clusters Score -6038484 nChanged 28263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -6054326.000000 Penalty: 3574.129639
	Iteration 1F: 3 clusters Score -6054326 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -6054891.500000 Penalty: 3574.129639
	Iteration 2Q: 3 clusters Score -6054892 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -6055663.500000 Penalty: 3574.129639
	Iteration 3Q: 3 clusters Score -6055664 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -6056674.000000 Penalty: 3574.129639
	Iteration 4Q: 3 clusters Score -6056674 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -6058394.000000 Penalty: 3574.129639
	Iteration 5F: 3 clusters Score -6058394 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -6061376.500000 Penalty: 3574.129639
	Iteration 6F: 3 clusters Score -6061376 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -6065890.500000 Penalty: 3574.129639
	Iteration 7F: 3 clusters Score -6065890 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -6070856.500000 Penalty: 3574.129639
	Iteration 8F: 3 clusters Score -6070856 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -6074328.000000 Penalty: 3574.129639
	Iteration 9F: 3 clusters Score -6074328 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 57813 members 
Entering Unmasked Estep 
Score: -6075986.500000 Penalty: 3574.129639
	Iteration 10Q: 3 clusters Score -6075986 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 58443 members 
Entering Unmasked Estep 
Score: -6076683.500000 Penalty: 3574.129639
	Iteration 11Q: 3 clusters Score -6076684 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 58657 members 
Entering Unmasked Estep 
Score: -6076934.000000 Penalty: 3574.129639
	Iteration 12Q: 3 clusters Score -6076934 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 58780 members 
Entering Unmasked Estep 
Score: -6077087.500000 Penalty: 3574.129639
	Iteration 13Q: 3 clusters Score -6077088 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 58844 members 
Entering Unmasked Estep 
Score: -6077177.500000 Penalty: 3574.129639
	Iteration 14Q: 3 clusters Score -6077178 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 58883 members 
Entering Unmasked Estep 
Score: -6077217.500000 Penalty: 3574.129639
	Iteration 15Q: 3 clusters Score -6077218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -6077227.500000 Penalty: 3574.129639
	Iteration 16Q: 3 clusters Score -6077228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 58936 members 
Entering Unmasked Estep 
Score: -6077241.500000 Penalty: 3574.129639
	Iteration 17Q: 3 clusters Score -6077242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 58950 members 
Entering Unmasked Estep 
Score: -6077243.500000 Penalty: 3574.129639
	Iteration 18Q: 3 clusters Score -6077244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 58966 members 
Entering Unmasked Estep 
Score: -6077251.000000 Penalty: 3574.129639
	Iteration 19Q: 3 clusters Score -6077251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 58978 members 
Entering Unmasked Estep 
Score: -6077265.500000 Penalty: 3574.129639
	Iteration 20F: 3 clusters Score -6077266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 58984 members 
Entering Unmasked Estep 
Score: -6077265.500000 Penalty: 3574.129639
	Iteration 21Q: 3 clusters Score -6077266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 58990 members 
Entering Unmasked Estep 
Score: -6077274.500000 Penalty: 3574.129639
	Iteration 22Q: 3 clusters Score -6077274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 58994 members 
Entering Unmasked Estep 
Score: -6077275.500000 Penalty: 3574.129639
	Iteration 23Q: 3 clusters Score -6077276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -6077262.000000 Penalty: 3574.129639
	Iteration 24Q: 3 clusters Score -6077262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -6077269.000000 Penalty: 3574.129639
	Iteration 25Q: 3 clusters Score -6077269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 59004 members 
Entering Unmasked Estep 
Score: -6077268.500000 Penalty: 3574.129639
	Iteration 26Q: 3 clusters Score -6077268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -6077269.000000 Penalty: 3574.129639
	Iteration 27Q: 3 clusters Score -6077269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -6077272.000000 Penalty: 3574.129639
	Iteration 28Q: 3 clusters Score -6077272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -6077274.500000 Penalty: 3574.129639
	Iteration 29Q: 3 clusters Score -6077274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -6077274.500000 Penalty: 3574.129639
	Iteration 30F: 3 clusters Score -6077274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (86443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86443 members 
Entering Unmasked Estep 
Score: -8882774.000000 Penalty: 1847.176636
	Iteration 0F: 2 clusters Score -8882774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -8825478.000000 Penalty: 3694.353271
	Iteration 0F: 3 clusters Score -8825478 nChanged 41078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -8848911.000000 Penalty: 3694.353271
	Iteration 1F: 3 clusters Score -8848911 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -8849415.000000 Penalty: 3694.353271
	Iteration 2Q: 3 clusters Score -8849415 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -8849886.000000 Penalty: 3694.353271
	Iteration 3Q: 3 clusters Score -8849886 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -8850454.000000 Penalty: 3694.353271
	Iteration 4Q: 3 clusters Score -8850454 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -8851141.000000 Penalty: 3694.353271
	Iteration 5Q: 3 clusters Score -8851141 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -8852391.000000 Penalty: 3694.353271
	Iteration 6Q: 3 clusters Score -8852391 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 54718 members 
Entering Unmasked Estep 
Score: -8854345.000000 Penalty: 3694.353271
	Iteration 7Q: 3 clusters Score -8854345 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -8857852.000000 Penalty: 3694.353271
	Iteration 8F: 3 clusters Score -8857852 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 66307 members 
Entering Unmasked Estep 
Score: -8863141.000000 Penalty: 3694.353271
	Iteration 9F: 3 clusters Score -8863141 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 73189 members 
Entering Unmasked Estep 
Score: -8869745.000000 Penalty: 3694.353271
	Iteration 10F: 3 clusters Score -8869745 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 78837 members 
Entering Unmasked Estep 
Score: -8875203.000000 Penalty: 3694.353271
	Iteration 11F: 3 clusters Score -8875203 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 82520 members 
Entering Unmasked Estep 
Score: -8878451.000000 Penalty: 3694.353271
	Iteration 12Q: 3 clusters Score -8878451 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 84526 members 
Entering Unmasked Estep 
Score: -8880041.000000 Penalty: 3694.353271
	Iteration 13Q: 3 clusters Score -8880041 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 85457 members 
Entering Unmasked Estep 
Score: -8880684.000000 Penalty: 3694.353271
	Iteration 14Q: 3 clusters Score -8880684 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 85852 members 
Entering Unmasked Estep 
Score: -8880940.000000 Penalty: 3694.353271
	Iteration 15Q: 3 clusters Score -8880940 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 86021 members 
Entering Unmasked Estep 
Score: -8881064.000000 Penalty: 3694.353271
	Iteration 16Q: 3 clusters Score -8881064 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 86089 members 
Entering Unmasked Estep 
Score: -8881130.000000 Penalty: 3694.353271
	Iteration 17Q: 3 clusters Score -8881130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 86122 members 
Entering Unmasked Estep 
Score: -8881158.000000 Penalty: 3694.353271
	Iteration 18Q: 3 clusters Score -8881158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 86137 members 
Entering Unmasked Estep 
Score: -8881193.000000 Penalty: 3694.353271
	Iteration 19Q: 3 clusters Score -8881193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 86147 members 
Entering Unmasked Estep 
Score: -8881196.000000 Penalty: 3694.353271
	Iteration 20F: 3 clusters Score -8881196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 86153 members 
Entering Unmasked Estep 
Score: -8881207.000000 Penalty: 3694.353271
	Iteration 21Q: 3 clusters Score -8881207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 86154 members 
Entering Unmasked Estep 
Score: -8881201.000000 Penalty: 3694.353271
	Iteration 22Q: 3 clusters Score -8881201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 86155 members 
Entering Unmasked Estep 
Score: -8881201.000000 Penalty: 3694.353271
	Iteration 23Q: 3 clusters Score -8881201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 86156 members 
Entering Unmasked Estep 
Score: -8881210.000000 Penalty: 3694.353271
	Iteration 24Q: 3 clusters Score -8881210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 86155 members 
Entering Unmasked Estep 
Score: -8881209.000000 Penalty: 3694.353271
	Iteration 25Q: 3 clusters Score -8881209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 86158 members 
Entering Unmasked Estep 
Score: -8881212.000000 Penalty: 3694.353271
	Iteration 26Q: 3 clusters Score -8881212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 86162 members 
Entering Unmasked Estep 
Score: -8881212.000000 Penalty: 3694.353271
	Iteration 27Q: 3 clusters Score -8881212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 86166 members 
Entering Unmasked Estep 
Score: -8881216.000000 Penalty: 3694.353271
	Iteration 28Q: 3 clusters Score -8881216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 86166 members 
Entering Unmasked Estep 
Score: -8881228.000000 Penalty: 3694.353271
	Iteration 29Q: 3 clusters Score -8881228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 86167 members 
Entering Unmasked Estep 
Score: -8881228.000000 Penalty: 3694.353271
	Iteration 30Q: 3 clusters Score -8881228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 86168 members 
Entering Unmasked Estep 
Score: -8881228.000000 Penalty: 3694.353271
	Iteration 31Q: 3 clusters Score -8881228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 86168 members 
Entering Unmasked Estep 
Score: -8881228.000000 Penalty: 3694.353271
	Iteration 32F: 3 clusters Score -8881228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (68614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68614 members 
Entering Unmasked Estep 
Score: -6962355.500000 Penalty: 1809.640869
	Iteration 0F: 2 clusters Score -6962356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -6916576.000000 Penalty: 3619.281738
	Iteration 0F: 3 clusters Score -6916576 nChanged 32355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -6935328.500000 Penalty: 3619.281738
	Iteration 1F: 3 clusters Score -6935328 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -6936088.500000 Penalty: 3619.281738
	Iteration 2Q: 3 clusters Score -6936088 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -6937168.500000 Penalty: 3619.281738
	Iteration 3Q: 3 clusters Score -6937168 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -6938511.500000 Penalty: 3619.281738
	Iteration 4Q: 3 clusters Score -6938512 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -6940314.000000 Penalty: 3619.281738
	Iteration 5F: 3 clusters Score -6940314 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -6942559.000000 Penalty: 3619.281738
	Iteration 6F: 3 clusters Score -6942559 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -6945392.500000 Penalty: 3619.281738
	Iteration 7F: 3 clusters Score -6945392 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -6948727.500000 Penalty: 3619.281738
	Iteration 8F: 3 clusters Score -6948728 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -6952155.000000 Penalty: 3619.281738
	Iteration 9F: 3 clusters Score -6952155 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -6955127.500000 Penalty: 3619.281738
	Iteration 10F: 3 clusters Score -6955128 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -6957152.000000 Penalty: 3619.281738
	Iteration 11Q: 3 clusters Score -6957152 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 63509 members 
Entering Unmasked Estep 
Score: -6958468.500000 Penalty: 3619.281738
	Iteration 12Q: 3 clusters Score -6958468 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 64696 members 
Entering Unmasked Estep 
Score: -6959349.000000 Penalty: 3619.281738
	Iteration 13Q: 3 clusters Score -6959349 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -6959887.000000 Penalty: 3619.281738
	Iteration 14Q: 3 clusters Score -6959887 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 66042 members 
Entering Unmasked Estep 
Score: -6960197.500000 Penalty: 3619.281738
	Iteration 15Q: 3 clusters Score -6960198 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 66446 members 
Entering Unmasked Estep 
Score: -6960413.500000 Penalty: 3619.281738
	Iteration 16Q: 3 clusters Score -6960414 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 66749 members 
Entering Unmasked Estep 
Score: -6960583.500000 Penalty: 3619.281738
	Iteration 17Q: 3 clusters Score -6960584 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 66956 members 
Entering Unmasked Estep 
Score: -6960633.000000 Penalty: 3619.281738
	Iteration 18Q: 3 clusters Score -6960633 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -6960707.000000 Penalty: 3619.281738
	Iteration 19Q: 3 clusters Score -6960707 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 67270 members 
Entering Unmasked Estep 
Score: -6960774.000000 Penalty: 3619.281738
	Iteration 20F: 3 clusters Score -6960774 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 67389 members 
Entering Unmasked Estep 
Score: -6960819.500000 Penalty: 3619.281738
	Iteration 21Q: 3 clusters Score -6960820 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 67489 members 
Entering Unmasked Estep 
Score: -6960878.000000 Penalty: 3619.281738
	Iteration 22Q: 3 clusters Score -6960878 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 67568 members 
Entering Unmasked Estep 
Score: -6960919.000000 Penalty: 3619.281738
	Iteration 23Q: 3 clusters Score -6960919 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 67627 members 
Entering Unmasked Estep 
Score: -6960957.000000 Penalty: 3619.281738
	Iteration 24Q: 3 clusters Score -6960957 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 67681 members 
Entering Unmasked Estep 
Score: -6960972.000000 Penalty: 3619.281738
	Iteration 25Q: 3 clusters Score -6960972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 67721 members 
Entering Unmasked Estep 
Score: -6960995.000000 Penalty: 3619.281738
	Iteration 26Q: 3 clusters Score -6960995 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -6961001.000000 Penalty: 3619.281738
	Iteration 27Q: 3 clusters Score -6961001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 67768 members 
Entering Unmasked Estep 
Score: -6961003.500000 Penalty: 3619.281738
	Iteration 28Q: 3 clusters Score -6961004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 67782 members 
Entering Unmasked Estep 
Score: -6961016.500000 Penalty: 3619.281738
	Iteration 29Q: 3 clusters Score -6961016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 67788 members 
Entering Unmasked Estep 
Score: -6961010.500000 Penalty: 3619.281738
	Iteration 30Q: 3 clusters Score -6961010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 67797 members 
Entering Unmasked Estep 
Score: -6961018.000000 Penalty: 3619.281738
	Iteration 31Q: 3 clusters Score -6961018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 67803 members 
Entering Unmasked Estep 
Score: -6961015.000000 Penalty: 3619.281738
	Iteration 32Q: 3 clusters Score -6961015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 67810 members 
Entering Unmasked Estep 
Score: -6961011.000000 Penalty: 3619.281738
	Iteration 33Q: 3 clusters Score -6961011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -6961016.500000 Penalty: 3619.281738
	Iteration 34Q: 3 clusters Score -6961016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 67815 members 
Entering Unmasked Estep 
Score: -6961011.500000 Penalty: 3619.281738
	Iteration 35Q: 3 clusters Score -6961012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -6961010.000000 Penalty: 3619.281738
	Iteration 36Q: 3 clusters Score -6961010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 67821 members 
Entering Unmasked Estep 
Score: -6961016.000000 Penalty: 3619.281738
	Iteration 37Q: 3 clusters Score -6961016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -6961010.500000 Penalty: 3619.281738
	Iteration 38Q: 3 clusters Score -6961010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -6961010.500000 Penalty: 3619.281738
	Iteration 39F: 3 clusters Score -6961010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (165124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165124 members 
Entering Unmasked Estep 
Score: -16952048.000000 Penalty: 1952.348389
	Iteration 0F: 2 clusters Score -1.695205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 82934 members 
Entering Unmasked Estep 
Score: -16847656.000000 Penalty: 3904.696777
	Iteration 0F: 3 clusters Score -1.684766e+07 nChanged 79863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76963 members 
Mstep: Class 2 contains 88161 members 
Entering Unmasked Estep 
Score: -16895776.000000 Penalty: 3904.696777
	Iteration 1F: 3 clusters Score -1.689578e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74287 members 
Mstep: Class 2 contains 90837 members 
Entering Unmasked Estep 
Score: -16898118.000000 Penalty: 3904.696777
	Iteration 2Q: 3 clusters Score -1.689812e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70834 members 
Mstep: Class 2 contains 94290 members 
Entering Unmasked Estep 
Score: -16902180.000000 Penalty: 3904.696777
	Iteration 3Q: 3 clusters Score -1.690218e+07 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66898 members 
Mstep: Class 2 contains 98226 members 
Entering Unmasked Estep 
Score: -16907948.000000 Penalty: 3904.696777
	Iteration 4F: 3 clusters Score -1.690795e+07 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62880 members 
Mstep: Class 2 contains 102244 members 
Entering Unmasked Estep 
Score: -16915324.000000 Penalty: 3904.696777
	Iteration 5F: 3 clusters Score -1.691532e+07 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 105517 members 
Entering Unmasked Estep 
Score: -16922952.000000 Penalty: 3904.696777
	Iteration 6F: 3 clusters Score -1.692295e+07 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 107323 members 
Entering Unmasked Estep 
Score: -16928632.000000 Penalty: 3904.696777
	Iteration 7F: 3 clusters Score -1.692863e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57674 members 
Mstep: Class 2 contains 107450 members 
Entering Unmasked Estep 
Score: -16931920.000000 Penalty: 3904.696777
	Iteration 8Q: 3 clusters Score -1.693192e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 106680 members 
Entering Unmasked Estep 
Score: -16933484.000000 Penalty: 3904.696777
	Iteration 9Q: 3 clusters Score -1.693348e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 105546 members 
Entering Unmasked Estep 
Score: -16934024.000000 Penalty: 3904.696777
	Iteration 10Q: 3 clusters Score -1.693402e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60870 members 
Mstep: Class 2 contains 104254 members 
Entering Unmasked Estep 
Score: -16934164.000000 Penalty: 3904.696777
	Iteration 11Q: 3 clusters Score -1.693416e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62264 members 
Mstep: Class 2 contains 102860 members 
Entering Unmasked Estep 
Score: -16934286.000000 Penalty: 3904.696777
	Iteration 12Q: 3 clusters Score -1.693429e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 101371 members 
Entering Unmasked Estep 
Score: -16934498.000000 Penalty: 3904.696777
	Iteration 13Q: 3 clusters Score -1.69345e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 99813 members 
Entering Unmasked Estep 
Score: -16934636.000000 Penalty: 3904.696777
	Iteration 14Q: 3 clusters Score -1.693464e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66915 members 
Mstep: Class 2 contains 98209 members 
Entering Unmasked Estep 
Score: -16934912.000000 Penalty: 3904.696777
	Iteration 15Q: 3 clusters Score -1.693491e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68590 members 
Mstep: Class 2 contains 96534 members 
Entering Unmasked Estep 
Score: -16935116.000000 Penalty: 3904.696777
	Iteration 16Q: 3 clusters Score -1.693512e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70338 members 
Mstep: Class 2 contains 94786 members 
Entering Unmasked Estep 
Score: -16935388.000000 Penalty: 3904.696777
	Iteration 17Q: 3 clusters Score -1.693539e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72084 members 
Mstep: Class 2 contains 93040 members 
Entering Unmasked Estep 
Score: -16935706.000000 Penalty: 3904.696777
	Iteration 18Q: 3 clusters Score -1.693571e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73833 members 
Mstep: Class 2 contains 91291 members 
Entering Unmasked Estep 
Score: -16936154.000000 Penalty: 3904.696777
	Iteration 19Q: 3 clusters Score -1.693615e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75544 members 
Mstep: Class 2 contains 89580 members 
Entering Unmasked Estep 
Score: -16936532.000000 Penalty: 3904.696777
	Iteration 20F: 3 clusters Score -1.693653e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77135 members 
Mstep: Class 2 contains 87989 members 
Entering Unmasked Estep 
Score: -16936962.000000 Penalty: 3904.696777
	Iteration 21Q: 3 clusters Score -1.693696e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78722 members 
Mstep: Class 2 contains 86402 members 
Entering Unmasked Estep 
Score: -16937448.000000 Penalty: 3904.696777
	Iteration 22Q: 3 clusters Score -1.693745e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 84874 members 
Entering Unmasked Estep 
Score: -16937886.000000 Penalty: 3904.696777
	Iteration 23Q: 3 clusters Score -1.693789e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81809 members 
Mstep: Class 2 contains 83315 members 
Entering Unmasked Estep 
Score: -16938390.000000 Penalty: 3904.696777
	Iteration 24Q: 3 clusters Score -1.693839e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83324 members 
Mstep: Class 2 contains 81800 members 
Entering Unmasked Estep 
Score: -16938930.000000 Penalty: 3904.696777
	Iteration 25Q: 3 clusters Score -1.693893e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84826 members 
Mstep: Class 2 contains 80298 members 
Entering Unmasked Estep 
Score: -16939452.000000 Penalty: 3904.696777
	Iteration 26Q: 3 clusters Score -1.693945e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86256 members 
Mstep: Class 2 contains 78868 members 
Entering Unmasked Estep 
Score: -16939958.000000 Penalty: 3904.696777
	Iteration 27Q: 3 clusters Score -1.693996e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87709 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -16940374.000000 Penalty: 3904.696777
	Iteration 28Q: 3 clusters Score -1.694037e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89085 members 
Mstep: Class 2 contains 76039 members 
Entering Unmasked Estep 
Score: -16940774.000000 Penalty: 3904.696777
	Iteration 29Q: 3 clusters Score -1.694077e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90430 members 
Mstep: Class 2 contains 74694 members 
Entering Unmasked Estep 
Score: -16941114.000000 Penalty: 3904.696777
	Iteration 30Q: 3 clusters Score -1.694111e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91755 members 
Mstep: Class 2 contains 73369 members 
Entering Unmasked Estep 
Score: -16941458.000000 Penalty: 3904.696777
	Iteration 31Q: 3 clusters Score -1.694146e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92963 members 
Mstep: Class 2 contains 72161 members 
Entering Unmasked Estep 
Score: -16941678.000000 Penalty: 3904.696777
	Iteration 32Q: 3 clusters Score -1.694168e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94155 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -16941994.000000 Penalty: 3904.696777
	Iteration 33Q: 3 clusters Score -1.694199e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95321 members 
Mstep: Class 2 contains 69803 members 
Entering Unmasked Estep 
Score: -16942158.000000 Penalty: 3904.696777
	Iteration 34Q: 3 clusters Score -1.694216e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96605 members 
Mstep: Class 2 contains 68519 members 
Entering Unmasked Estep 
Score: -16942310.000000 Penalty: 3904.696777
	Iteration 35Q: 3 clusters Score -1.694231e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97921 members 
Mstep: Class 2 contains 67203 members 
Entering Unmasked Estep 
Score: -16942504.000000 Penalty: 3904.696777
	Iteration 36Q: 3 clusters Score -1.69425e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99267 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -16942580.000000 Penalty: 3904.696777
	Iteration 37Q: 3 clusters Score -1.694258e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100605 members 
Mstep: Class 2 contains 64519 members 
Entering Unmasked Estep 
Score: -16942768.000000 Penalty: 3904.696777
	Iteration 38Q: 3 clusters Score -1.694277e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102112 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -16942870.000000 Penalty: 3904.696777
	Iteration 39Q: 3 clusters Score -1.694287e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103772 members 
Mstep: Class 2 contains 61352 members 
Entering Unmasked Estep 
Score: -16943018.000000 Penalty: 3904.696777
	Iteration 40F: 3 clusters Score -1.694302e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105538 members 
Mstep: Class 2 contains 59586 members 
Entering Unmasked Estep 
Score: -16943262.000000 Penalty: 3904.696777
	Iteration 41Q: 3 clusters Score -1.694326e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107487 members 
Mstep: Class 2 contains 57637 members 
Entering Unmasked Estep 
Score: -16943686.000000 Penalty: 3904.696777
	Iteration 42Q: 3 clusters Score -1.694369e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109611 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -16943988.000000 Penalty: 3904.696777
	Iteration 43Q: 3 clusters Score -1.694399e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111949 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -16944286.000000 Penalty: 3904.696777
	Iteration 44Q: 3 clusters Score -1.694429e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114495 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -16944540.000000 Penalty: 3904.696777
	Iteration 45Q: 3 clusters Score -1.694454e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117185 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -16944944.000000 Penalty: 3904.696777
	Iteration 46Q: 3 clusters Score -1.694494e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119896 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -16945262.000000 Penalty: 3904.696777
	Iteration 47Q: 3 clusters Score -1.694526e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122824 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -16945714.000000 Penalty: 3904.696777
	Iteration 48Q: 3 clusters Score -1.694571e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125894 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -16946112.000000 Penalty: 3904.696777
	Iteration 49Q: 3 clusters Score -1.694611e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129181 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -16946726.000000 Penalty: 3904.696777
	Iteration 50Q: 3 clusters Score -1.694673e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132538 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -16947332.000000 Penalty: 3904.696777
	Iteration 51Q: 3 clusters Score -1.694733e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135924 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -16948006.000000 Penalty: 3904.696777
	Iteration 52Q: 3 clusters Score -1.694801e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139206 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -16948700.000000 Penalty: 3904.696777
	Iteration 53Q: 3 clusters Score -1.69487e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142329 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -16949438.000000 Penalty: 3904.696777
	Iteration 54Q: 3 clusters Score -1.694944e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145480 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -16949968.000000 Penalty: 3904.696777
	Iteration 55Q: 3 clusters Score -1.694997e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148575 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -16950132.000000 Penalty: 3904.696777
	Iteration 56Q: 3 clusters Score -1.695013e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151055 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -16950170.000000 Penalty: 3904.696777
	Iteration 57Q: 3 clusters Score -1.695017e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152712 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -16950100.000000 Penalty: 3904.696777
	Iteration 58Q: 3 clusters Score -1.69501e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153540 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -16950064.000000 Penalty: 3904.696777
	Iteration 59Q: 3 clusters Score -1.695006e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154009 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -16951114.000000 Penalty: 3904.696777
	Iteration 60F: 3 clusters Score -1.695111e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156673 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -16951430.000000 Penalty: 3904.696777
	Iteration 61Q: 3 clusters Score -1.695143e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158809 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -16951672.000000 Penalty: 3904.696777
	Iteration 62Q: 3 clusters Score -1.695167e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160355 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -16951872.000000 Penalty: 3904.696777
	Iteration 63Q: 3 clusters Score -1.695187e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161433 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -16951922.000000 Penalty: 3904.696777
	Iteration 64Q: 3 clusters Score -1.695192e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162172 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -16951924.000000 Penalty: 3904.696777
	Iteration 65Q: 3 clusters Score -1.695192e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162686 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -16951870.000000 Penalty: 3904.696777
	Iteration 66Q: 3 clusters Score -1.695187e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163029 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -16951796.000000 Penalty: 3904.696777
	Iteration 67Q: 3 clusters Score -1.69518e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163273 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -16951718.000000 Penalty: 3904.696777
	Iteration 68Q: 3 clusters Score -1.695172e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163460 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -16951708.000000 Penalty: 3904.696777
	Iteration 69Q: 3 clusters Score -1.695171e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163603 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -16951734.000000 Penalty: 3904.696777
	Iteration 70Q: 3 clusters Score -1.695173e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163699 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -16951666.000000 Penalty: 3904.696777
	Iteration 71Q: 3 clusters Score -1.695167e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163765 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -16951638.000000 Penalty: 3904.696777
	Iteration 72Q: 3 clusters Score -1.695164e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163820 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -16951604.000000 Penalty: 3904.696777
	Iteration 73Q: 3 clusters Score -1.69516e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163863 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -16951598.000000 Penalty: 3904.696777
	Iteration 74Q: 3 clusters Score -1.69516e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163909 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -16951576.000000 Penalty: 3904.696777
	Iteration 75Q: 3 clusters Score -1.695158e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163946 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -16951570.000000 Penalty: 3904.696777
	Iteration 76Q: 3 clusters Score -1.695157e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163977 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -16951554.000000 Penalty: 3904.696777
	Iteration 77Q: 3 clusters Score -1.695155e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164002 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -16951548.000000 Penalty: 3904.696777
	Iteration 78Q: 3 clusters Score -1.695155e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164022 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -16951526.000000 Penalty: 3904.696777
	Iteration 79Q: 3 clusters Score -1.695153e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164036 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -16951526.000000 Penalty: 3904.696777
	Iteration 80F: 3 clusters Score -1.695153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164041 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -16951526.000000 Penalty: 3904.696777
	Iteration 81Q: 3 clusters Score -1.695153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164044 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -16951526.000000 Penalty: 3904.696777
	Iteration 82Q: 3 clusters Score -1.695153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164047 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -16951534.000000 Penalty: 3904.696777
	Iteration 83Q: 3 clusters Score -1.695153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164051 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -16951520.000000 Penalty: 3904.696777
	Iteration 84Q: 3 clusters Score -1.695152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164054 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -16951536.000000 Penalty: 3904.696777
	Iteration 85Q: 3 clusters Score -1.695154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164057 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -16951530.000000 Penalty: 3904.696777
	Iteration 86Q: 3 clusters Score -1.695153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164059 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -16951522.000000 Penalty: 3904.696777
	Iteration 87Q: 3 clusters Score -1.695152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164063 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -16951522.000000 Penalty: 3904.696777
	Iteration 88Q: 3 clusters Score -1.695152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164064 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -16951514.000000 Penalty: 3904.696777
	Iteration 89Q: 3 clusters Score -1.695151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164066 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -16951526.000000 Penalty: 3904.696777
	Iteration 90Q: 3 clusters Score -1.695153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164068 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -16951534.000000 Penalty: 3904.696777
	Iteration 91Q: 3 clusters Score -1.695153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164071 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -16951526.000000 Penalty: 3904.696777
	Iteration 92Q: 3 clusters Score -1.695153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164072 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -16951532.000000 Penalty: 3904.696777
	Iteration 93Q: 3 clusters Score -1.695153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164077 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -16951524.000000 Penalty: 3904.696777
	Iteration 94Q: 3 clusters Score -1.695152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164080 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -16951530.000000 Penalty: 3904.696777
	Iteration 95Q: 3 clusters Score -1.695153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164087 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -16951514.000000 Penalty: 3904.696777
	Iteration 96Q: 3 clusters Score -1.695151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164093 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -16951504.000000 Penalty: 3904.696777
	Iteration 97Q: 3 clusters Score -1.69515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164096 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -16951514.000000 Penalty: 3904.696777
	Iteration 98Q: 3 clusters Score -1.695151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164097 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -16951512.000000 Penalty: 3904.696777
	Iteration 99Q: 3 clusters Score -1.695151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164098 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -16951516.000000 Penalty: 3904.696777
	Iteration 100F: 3 clusters Score -1.695152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164100 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -16951524.000000 Penalty: 3904.696777
	Iteration 101Q: 3 clusters Score -1.695152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164102 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -16951524.000000 Penalty: 3904.696777
	Iteration 102Q: 3 clusters Score -1.695152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164104 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -16951510.000000 Penalty: 3904.696777
	Iteration 103Q: 3 clusters Score -1.695151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164105 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -16951518.000000 Penalty: 3904.696777
	Iteration 104Q: 3 clusters Score -1.695152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164107 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -16951522.000000 Penalty: 3904.696777
	Iteration 105Q: 3 clusters Score -1.695152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164109 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -16951518.000000 Penalty: 3904.696777
	Iteration 106Q: 3 clusters Score -1.695152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164111 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -16951512.000000 Penalty: 3904.696777
	Iteration 107Q: 3 clusters Score -1.695151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164113 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -16951514.000000 Penalty: 3904.696777
	Iteration 108Q: 3 clusters Score -1.695151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164114 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -16951514.000000 Penalty: 3904.696777
	Iteration 109Q: 3 clusters Score -1.695151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164115 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -16951514.000000 Penalty: 3904.696777
	Iteration 110Q: 3 clusters Score -1.695151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164116 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -16951514.000000 Penalty: 3904.696777
	Iteration 111Q: 3 clusters Score -1.695151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164116 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -16951514.000000 Penalty: 3904.696777
	Iteration 112F: 3 clusters Score -1.695151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (163270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163270 members 
Entering Unmasked Estep 
Score: -16601526.000000 Penalty: 1950.513550
	Iteration 0F: 2 clusters Score -1.660153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81551 members 
Mstep: Class 2 contains 81719 members 
Entering Unmasked Estep 
Score: -16493721.000000 Penalty: 3901.027100
	Iteration 0F: 3 clusters Score -1.649372e+07 nChanged 78636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 82633 members 
Entering Unmasked Estep 
Score: -16539564.000000 Penalty: 3901.027100
	Iteration 1F: 3 clusters Score -1.653956e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79742 members 
Mstep: Class 2 contains 83528 members 
Entering Unmasked Estep 
Score: -16540238.000000 Penalty: 3901.027100
	Iteration 2Q: 3 clusters Score -1.654024e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78378 members 
Mstep: Class 2 contains 84892 members 
Entering Unmasked Estep 
Score: -16541196.000000 Penalty: 3901.027100
	Iteration 3Q: 3 clusters Score -1.65412e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76147 members 
Mstep: Class 2 contains 87123 members 
Entering Unmasked Estep 
Score: -16542294.000000 Penalty: 3901.027100
	Iteration 4Q: 3 clusters Score -1.654229e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 90638 members 
Entering Unmasked Estep 
Score: -16543861.000000 Penalty: 3901.027100
	Iteration 5Q: 3 clusters Score -1.654386e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67277 members 
Mstep: Class 2 contains 95993 members 
Entering Unmasked Estep 
Score: -16546665.000000 Penalty: 3901.027100
	Iteration 6Q: 3 clusters Score -1.654666e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 103611 members 
Entering Unmasked Estep 
Score: -16551291.000000 Penalty: 3901.027100
	Iteration 7F: 3 clusters Score -1.655129e+07 nChanged 10988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 113787 members 
Entering Unmasked Estep 
Score: -16558611.000000 Penalty: 3901.027100
	Iteration 8F: 3 clusters Score -1.655861e+07 nChanged 12521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 125736 members 
Entering Unmasked Estep 
Score: -16568712.000000 Penalty: 3901.027100
	Iteration 9F: 3 clusters Score -1.656871e+07 nChanged 12515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 137907 members 
Entering Unmasked Estep 
Score: -16580046.000000 Penalty: 3901.027100
	Iteration 10F: 3 clusters Score -1.658005e+07 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 147686 members 
Entering Unmasked Estep 
Score: -16589412.000000 Penalty: 3901.027100
	Iteration 11F: 3 clusters Score -1.658941e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 154335 members 
Entering Unmasked Estep 
Score: -16594803.000000 Penalty: 3901.027100
	Iteration 12Q: 3 clusters Score -1.65948e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 158445 members 
Entering Unmasked Estep 
Score: -16597581.000000 Penalty: 3901.027100
	Iteration 13Q: 3 clusters Score -1.659758e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 160714 members 
Entering Unmasked Estep 
Score: -16598782.000000 Penalty: 3901.027100
	Iteration 14Q: 3 clusters Score -1.659878e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 161863 members 
Entering Unmasked Estep 
Score: -16599367.000000 Penalty: 3901.027100
	Iteration 15Q: 3 clusters Score -1.659937e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 162407 members 
Entering Unmasked Estep 
Score: -16599643.000000 Penalty: 3901.027100
	Iteration 16Q: 3 clusters Score -1.659964e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 162638 members 
Entering Unmasked Estep 
Score: -16599765.000000 Penalty: 3901.027100
	Iteration 17Q: 3 clusters Score -1.659976e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 162737 members 
Entering Unmasked Estep 
Score: -16599797.000000 Penalty: 3901.027100
	Iteration 18Q: 3 clusters Score -1.65998e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 162798 members 
Entering Unmasked Estep 
Score: -16599824.000000 Penalty: 3901.027100
	Iteration 19Q: 3 clusters Score -1.659982e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 162824 members 
Entering Unmasked Estep 
Score: -16599845.000000 Penalty: 3901.027100
	Iteration 20F: 3 clusters Score -1.659984e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 162841 members 
Entering Unmasked Estep 
Score: -16599863.000000 Penalty: 3901.027100
	Iteration 21Q: 3 clusters Score -1.659986e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 162852 members 
Entering Unmasked Estep 
Score: -16599894.000000 Penalty: 3901.027100
	Iteration 22Q: 3 clusters Score -1.659989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 162857 members 
Entering Unmasked Estep 
Score: -16599899.000000 Penalty: 3901.027100
	Iteration 23Q: 3 clusters Score -1.65999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 162860 members 
Entering Unmasked Estep 
Score: -16599889.000000 Penalty: 3901.027100
	Iteration 24Q: 3 clusters Score -1.659989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 162868 members 
Entering Unmasked Estep 
Score: -16599916.000000 Penalty: 3901.027100
	Iteration 25Q: 3 clusters Score -1.659992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 162875 members 
Entering Unmasked Estep 
Score: -16599921.000000 Penalty: 3901.027100
	Iteration 26Q: 3 clusters Score -1.659992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 162879 members 
Entering Unmasked Estep 
Score: -16599920.000000 Penalty: 3901.027100
	Iteration 27Q: 3 clusters Score -1.659992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 162885 members 
Entering Unmasked Estep 
Score: -16599930.000000 Penalty: 3901.027100
	Iteration 28Q: 3 clusters Score -1.659993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 162890 members 
Entering Unmasked Estep 
Score: -16599930.000000 Penalty: 3901.027100
	Iteration 29Q: 3 clusters Score -1.659993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 162891 members 
Entering Unmasked Estep 
Score: -16599937.000000 Penalty: 3901.027100
	Iteration 30Q: 3 clusters Score -1.659994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 162896 members 
Entering Unmasked Estep 
Score: -16599923.000000 Penalty: 3901.027100
	Iteration 31Q: 3 clusters Score -1.659992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 162895 members 
Entering Unmasked Estep 
Score: -16599928.000000 Penalty: 3901.027100
	Iteration 32Q: 3 clusters Score -1.659993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 162899 members 
Entering Unmasked Estep 
Score: -16599938.000000 Penalty: 3901.027100
	Iteration 33Q: 3 clusters Score -1.659994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 162900 members 
Entering Unmasked Estep 
Score: -16599945.000000 Penalty: 3901.027100
	Iteration 34Q: 3 clusters Score -1.659994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 162902 members 
Entering Unmasked Estep 
Score: -16599957.000000 Penalty: 3901.027100
	Iteration 35Q: 3 clusters Score -1.659996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 162903 members 
Entering Unmasked Estep 
Score: -16599955.000000 Penalty: 3901.027100
	Iteration 36Q: 3 clusters Score -1.659996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 162902 members 
Entering Unmasked Estep 
Score: -16599953.000000 Penalty: 3901.027100
	Iteration 37Q: 3 clusters Score -1.659995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 162901 members 
Entering Unmasked Estep 
Score: -16599957.000000 Penalty: 3901.027100
	Iteration 38Q: 3 clusters Score -1.659996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 162901 members 
Entering Unmasked Estep 
Score: -16599957.000000 Penalty: 3901.027100
	Iteration 39F: 3 clusters Score -1.659996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Entering Unmasked Estep 
Score: -1651220.125000 Penalty: 1576.492798
	Iteration 0F: 2 clusters Score -1651220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1639985.625000 Penalty: 3152.985596
	Iteration 0F: 3 clusters Score -1639986 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1643908.125000 Penalty: 3152.985596
	Iteration 1F: 3 clusters Score -1643908 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1644203.500000 Penalty: 3152.985596
	Iteration 2Q: 3 clusters Score -1644204 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1644491.375000 Penalty: 3152.985596
	Iteration 3Q: 3 clusters Score -1644491 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1644796.000000 Penalty: 3152.985596
	Iteration 4Q: 3 clusters Score -1644796 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1645137.625000 Penalty: 3152.985596
	Iteration 5Q: 3 clusters Score -1645138 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1645506.125000 Penalty: 3152.985596
	Iteration 6Q: 3 clusters Score -1645506 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1645958.125000 Penalty: 3152.985596
	Iteration 7Q: 3 clusters Score -1645958 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1646438.125000 Penalty: 3152.985596
	Iteration 8Q: 3 clusters Score -1646438 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1647021.625000 Penalty: 3152.985596
	Iteration 9F: 3 clusters Score -1647022 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1647512.500000 Penalty: 3152.985596
	Iteration 10Q: 3 clusters Score -1647512 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1647818.250000 Penalty: 3152.985596
	Iteration 11Q: 3 clusters Score -1647818 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1648012.125000 Penalty: 3152.985596
	Iteration 12Q: 3 clusters Score -1648012 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1648142.125000 Penalty: 3152.985596
	Iteration 13Q: 3 clusters Score -1648142 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1648225.500000 Penalty: 3152.985596
	Iteration 14Q: 3 clusters Score -1648226 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1648291.250000 Penalty: 3152.985596
	Iteration 15Q: 3 clusters Score -1648291 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1648364.375000 Penalty: 3152.985596
	Iteration 16Q: 3 clusters Score -1648364 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1648431.750000 Penalty: 3152.985596
	Iteration 17Q: 3 clusters Score -1648432 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1648489.375000 Penalty: 3152.985596
	Iteration 18Q: 3 clusters Score -1648489 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1648535.875000 Penalty: 3152.985596
	Iteration 19Q: 3 clusters Score -1648536 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1648570.500000 Penalty: 3152.985596
	Iteration 20F: 3 clusters Score -1648570 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1648611.500000 Penalty: 3152.985596
	Iteration 21Q: 3 clusters Score -1648612 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1648642.500000 Penalty: 3152.985596
	Iteration 22Q: 3 clusters Score -1648642 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1648676.625000 Penalty: 3152.985596
	Iteration 23Q: 3 clusters Score -1648677 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1648709.875000 Penalty: 3152.985596
	Iteration 24Q: 3 clusters Score -1648710 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1648744.375000 Penalty: 3152.985596
	Iteration 25Q: 3 clusters Score -1648744 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1648783.500000 Penalty: 3152.985596
	Iteration 26Q: 3 clusters Score -1648784 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1648803.625000 Penalty: 3152.985596
	Iteration 27Q: 3 clusters Score -1648804 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1648836.625000 Penalty: 3152.985596
	Iteration 28Q: 3 clusters Score -1648837 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1648861.375000 Penalty: 3152.985596
	Iteration 29Q: 3 clusters Score -1648861 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1648890.875000 Penalty: 3152.985596
	Iteration 30Q: 3 clusters Score -1648891 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1648923.500000 Penalty: 3152.985596
	Iteration 31Q: 3 clusters Score -1648924 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1648963.000000 Penalty: 3152.985596
	Iteration 32Q: 3 clusters Score -1648963 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1649008.250000 Penalty: 3152.985596
	Iteration 33Q: 3 clusters Score -1649008 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1649066.500000 Penalty: 3152.985596
	Iteration 34Q: 3 clusters Score -1649066 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1649113.750000 Penalty: 3152.985596
	Iteration 35Q: 3 clusters Score -1649114 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1649153.250000 Penalty: 3152.985596
	Iteration 36Q: 3 clusters Score -1649153 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1649217.250000 Penalty: 3152.985596
	Iteration 37Q: 3 clusters Score -1649217 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1649276.750000 Penalty: 3152.985596
	Iteration 38Q: 3 clusters Score -1649277 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1649341.500000 Penalty: 3152.985596
	Iteration 39Q: 3 clusters Score -1649342 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1649404.375000 Penalty: 3152.985596
	Iteration 40F: 3 clusters Score -1649404 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1649460.250000 Penalty: 3152.985596
	Iteration 41Q: 3 clusters Score -1649460 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1649530.500000 Penalty: 3152.985596
	Iteration 42Q: 3 clusters Score -1649530 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1649579.750000 Penalty: 3152.985596
	Iteration 43Q: 3 clusters Score -1649580 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1649625.875000 Penalty: 3152.985596
	Iteration 44Q: 3 clusters Score -1649626 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1649684.750000 Penalty: 3152.985596
	Iteration 45Q: 3 clusters Score -1649685 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1649727.375000 Penalty: 3152.985596
	Iteration 46Q: 3 clusters Score -1649727 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1649760.375000 Penalty: 3152.985596
	Iteration 47Q: 3 clusters Score -1649760 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1649793.375000 Penalty: 3152.985596
	Iteration 48Q: 3 clusters Score -1649793 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1649815.125000 Penalty: 3152.985596
	Iteration 49Q: 3 clusters Score -1649815 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1649831.125000 Penalty: 3152.985596
	Iteration 50Q: 3 clusters Score -1649831 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1649851.125000 Penalty: 3152.985596
	Iteration 51Q: 3 clusters Score -1649851 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1649862.000000 Penalty: 3152.985596
	Iteration 52Q: 3 clusters Score -1649862 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1649885.375000 Penalty: 3152.985596
	Iteration 53Q: 3 clusters Score -1649885 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1649900.500000 Penalty: 3152.985596
	Iteration 54Q: 3 clusters Score -1649900 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1649907.750000 Penalty: 3152.985596
	Iteration 55Q: 3 clusters Score -1649908 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1649914.500000 Penalty: 3152.985596
	Iteration 56Q: 3 clusters Score -1649914 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1649924.125000 Penalty: 3152.985596
	Iteration 57Q: 3 clusters Score -1649924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1649938.375000 Penalty: 3152.985596
	Iteration 58Q: 3 clusters Score -1649938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1649943.500000 Penalty: 3152.985596
	Iteration 59Q: 3 clusters Score -1649944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1649943.875000 Penalty: 3152.985596
	Iteration 60F: 3 clusters Score -1649944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1649947.250000 Penalty: 3152.985596
	Iteration 61Q: 3 clusters Score -1649947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1649950.250000 Penalty: 3152.985596
	Iteration 62Q: 3 clusters Score -1649950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1649956.125000 Penalty: 3152.985596
	Iteration 63Q: 3 clusters Score -1649956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1649958.125000 Penalty: 3152.985596
	Iteration 64Q: 3 clusters Score -1649958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1649959.375000 Penalty: 3152.985596
	Iteration 65Q: 3 clusters Score -1649959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1649966.250000 Penalty: 3152.985596
	Iteration 66Q: 3 clusters Score -1649966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1649974.875000 Penalty: 3152.985596
	Iteration 67Q: 3 clusters Score -1649975 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1649988.625000 Penalty: 3152.985596
	Iteration 68Q: 3 clusters Score -1649989 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1649994.000000 Penalty: 3152.985596
	Iteration 69Q: 3 clusters Score -1649994 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1650003.250000 Penalty: 3152.985596
	Iteration 70Q: 3 clusters Score -1650003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1650012.875000 Penalty: 3152.985596
	Iteration 71Q: 3 clusters Score -1650013 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1650024.125000 Penalty: 3152.985596
	Iteration 72Q: 3 clusters Score -1650024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1650030.625000 Penalty: 3152.985596
	Iteration 73Q: 3 clusters Score -1650031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1650036.750000 Penalty: 3152.985596
	Iteration 74Q: 3 clusters Score -1650037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1650045.250000 Penalty: 3152.985596
	Iteration 75Q: 3 clusters Score -1650045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1650046.625000 Penalty: 3152.985596
	Iteration 76Q: 3 clusters Score -1650047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1650048.375000 Penalty: 3152.985596
	Iteration 77Q: 3 clusters Score -1650048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1650053.500000 Penalty: 3152.985596
	Iteration 78Q: 3 clusters Score -1650054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1650054.625000 Penalty: 3152.985596
	Iteration 79Q: 3 clusters Score -1650055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1650057.250000 Penalty: 3152.985596
	Iteration 80F: 3 clusters Score -1650057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1650056.125000 Penalty: 3152.985596
	Iteration 81Q: 3 clusters Score -1650056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1650059.500000 Penalty: 3152.985596
	Iteration 82Q: 3 clusters Score -1650060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1650059.875000 Penalty: 3152.985596
	Iteration 83Q: 3 clusters Score -1650060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1650064.875000 Penalty: 3152.985596
	Iteration 84Q: 3 clusters Score -1650065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1650062.500000 Penalty: 3152.985596
	Iteration 85Q: 3 clusters Score -1650062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1650065.875000 Penalty: 3152.985596
	Iteration 86Q: 3 clusters Score -1650066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1650065.500000 Penalty: 3152.985596
	Iteration 87Q: 3 clusters Score -1650066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1650070.000000 Penalty: 3152.985596
	Iteration 88Q: 3 clusters Score -1650070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1650068.875000 Penalty: 3152.985596
	Iteration 89Q: 3 clusters Score -1650069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1650068.375000 Penalty: 3152.985596
	Iteration 90Q: 3 clusters Score -1650068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1650066.375000 Penalty: 3152.985596
	Iteration 91Q: 3 clusters Score -1650066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1650066.625000 Penalty: 3152.985596
	Iteration 92Q: 3 clusters Score -1650067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1650069.250000 Penalty: 3152.985596
	Iteration 93Q: 3 clusters Score -1650069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1650068.000000 Penalty: 3152.985596
	Iteration 94Q: 3 clusters Score -1650068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1650071.125000 Penalty: 3152.985596
	Iteration 95Q: 3 clusters Score -1650071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1650068.750000 Penalty: 3152.985596
	Iteration 96Q: 3 clusters Score -1650069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1650071.750000 Penalty: 3152.985596
	Iteration 97Q: 3 clusters Score -1650072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1650072.500000 Penalty: 3152.985596
	Iteration 98Q: 3 clusters Score -1650072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1650073.375000 Penalty: 3152.985596
	Iteration 99Q: 3 clusters Score -1650073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1650070.750000 Penalty: 3152.985596
	Iteration 100F: 3 clusters Score -1650071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Entering Unmasked Estep 
Score: -2453644.250000 Penalty: 1634.961792
	Iteration 0F: 2 clusters Score -2453644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2437689.250000 Penalty: 3269.923584
	Iteration 0F: 3 clusters Score -2437689 nChanged 10777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2443608.250000 Penalty: 3269.923584
	Iteration 1F: 3 clusters Score -2443608 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2443912.750000 Penalty: 3269.923584
	Iteration 2Q: 3 clusters Score -2443913 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2444154.750000 Penalty: 3269.923584
	Iteration 3Q: 3 clusters Score -2444155 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2444400.500000 Penalty: 3269.923584
	Iteration 4Q: 3 clusters Score -2444400 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2444592.000000 Penalty: 3269.923584
	Iteration 5Q: 3 clusters Score -2444592 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2444797.250000 Penalty: 3269.923584
	Iteration 6Q: 3 clusters Score -2444797 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2445026.000000 Penalty: 3269.923584
	Iteration 7Q: 3 clusters Score -2445026 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2445271.250000 Penalty: 3269.923584
	Iteration 8Q: 3 clusters Score -2445271 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2445571.750000 Penalty: 3269.923584
	Iteration 9Q: 3 clusters Score -2445572 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2445950.500000 Penalty: 3269.923584
	Iteration 10Q: 3 clusters Score -2445950 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2446419.000000 Penalty: 3269.923584
	Iteration 11Q: 3 clusters Score -2446419 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2447044.750000 Penalty: 3269.923584
	Iteration 12Q: 3 clusters Score -2447045 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2447825.250000 Penalty: 3269.923584
	Iteration 13Q: 3 clusters Score -2447825 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2448665.000000 Penalty: 3269.923584
	Iteration 14Q: 3 clusters Score -2448665 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2449317.750000 Penalty: 3269.923584
	Iteration 15Q: 3 clusters Score -2449318 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2449625.500000 Penalty: 3269.923584
	Iteration 16Q: 3 clusters Score -2449626 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2449765.750000 Penalty: 3269.923584
	Iteration 17Q: 3 clusters Score -2449766 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2449883.250000 Penalty: 3269.923584
	Iteration 18Q: 3 clusters Score -2449883 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2449974.750000 Penalty: 3269.923584
	Iteration 19Q: 3 clusters Score -2449975 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2450074.250000 Penalty: 3269.923584
	Iteration 20F: 3 clusters Score -2450074 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2450162.750000 Penalty: 3269.923584
	Iteration 21Q: 3 clusters Score -2450163 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2450228.500000 Penalty: 3269.923584
	Iteration 22Q: 3 clusters Score -2450228 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2450287.000000 Penalty: 3269.923584
	Iteration 23Q: 3 clusters Score -2450287 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2450344.250000 Penalty: 3269.923584
	Iteration 24Q: 3 clusters Score -2450344 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2450399.000000 Penalty: 3269.923584
	Iteration 25Q: 3 clusters Score -2450399 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2450459.750000 Penalty: 3269.923584
	Iteration 26Q: 3 clusters Score -2450460 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2450514.250000 Penalty: 3269.923584
	Iteration 27Q: 3 clusters Score -2450514 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2450574.250000 Penalty: 3269.923584
	Iteration 28Q: 3 clusters Score -2450574 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2450618.500000 Penalty: 3269.923584
	Iteration 29Q: 3 clusters Score -2450618 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2450706.000000 Penalty: 3269.923584
	Iteration 30Q: 3 clusters Score -2450706 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2450765.250000 Penalty: 3269.923584
	Iteration 31Q: 3 clusters Score -2450765 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2450833.750000 Penalty: 3269.923584
	Iteration 32Q: 3 clusters Score -2450834 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2450878.250000 Penalty: 3269.923584
	Iteration 33Q: 3 clusters Score -2450878 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2450916.500000 Penalty: 3269.923584
	Iteration 34Q: 3 clusters Score -2450916 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2450953.250000 Penalty: 3269.923584
	Iteration 35Q: 3 clusters Score -2450953 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2450991.000000 Penalty: 3269.923584
	Iteration 36Q: 3 clusters Score -2450991 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2451019.000000 Penalty: 3269.923584
	Iteration 37Q: 3 clusters Score -2451019 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2451057.000000 Penalty: 3269.923584
	Iteration 38Q: 3 clusters Score -2451057 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2451079.500000 Penalty: 3269.923584
	Iteration 39Q: 3 clusters Score -2451080 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2451116.000000 Penalty: 3269.923584
	Iteration 40F: 3 clusters Score -2451116 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2451159.750000 Penalty: 3269.923584
	Iteration 41Q: 3 clusters Score -2451160 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2451197.000000 Penalty: 3269.923584
	Iteration 42Q: 3 clusters Score -2451197 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2451231.500000 Penalty: 3269.923584
	Iteration 43Q: 3 clusters Score -2451232 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -2451266.500000 Penalty: 3269.923584
	Iteration 44Q: 3 clusters Score -2451266 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2451291.500000 Penalty: 3269.923584
	Iteration 45Q: 3 clusters Score -2451292 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2451331.500000 Penalty: 3269.923584
	Iteration 46Q: 3 clusters Score -2451332 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2451360.750000 Penalty: 3269.923584
	Iteration 47Q: 3 clusters Score -2451361 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2451406.000000 Penalty: 3269.923584
	Iteration 48Q: 3 clusters Score -2451406 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2451450.000000 Penalty: 3269.923584
	Iteration 49Q: 3 clusters Score -2451450 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -2451497.000000 Penalty: 3269.923584
	Iteration 50Q: 3 clusters Score -2451497 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2451547.000000 Penalty: 3269.923584
	Iteration 51Q: 3 clusters Score -2451547 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2451587.000000 Penalty: 3269.923584
	Iteration 52Q: 3 clusters Score -2451587 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2451625.750000 Penalty: 3269.923584
	Iteration 53Q: 3 clusters Score -2451626 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2451658.250000 Penalty: 3269.923584
	Iteration 54Q: 3 clusters Score -2451658 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2451693.250000 Penalty: 3269.923584
	Iteration 55Q: 3 clusters Score -2451693 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2451722.000000 Penalty: 3269.923584
	Iteration 56Q: 3 clusters Score -2451722 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2451761.250000 Penalty: 3269.923584
	Iteration 57Q: 3 clusters Score -2451761 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2451794.000000 Penalty: 3269.923584
	Iteration 58Q: 3 clusters Score -2451794 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -2451831.500000 Penalty: 3269.923584
	Iteration 59Q: 3 clusters Score -2451832 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -2451868.750000 Penalty: 3269.923584
	Iteration 60F: 3 clusters Score -2451869 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2451906.750000 Penalty: 3269.923584
	Iteration 61Q: 3 clusters Score -2451907 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -2451943.750000 Penalty: 3269.923584
	Iteration 62Q: 3 clusters Score -2451944 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -2451964.750000 Penalty: 3269.923584
	Iteration 63Q: 3 clusters Score -2451965 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -2451990.000000 Penalty: 3269.923584
	Iteration 64Q: 3 clusters Score -2451990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2452014.250000 Penalty: 3269.923584
	Iteration 65Q: 3 clusters Score -2452014 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -2452039.750000 Penalty: 3269.923584
	Iteration 66Q: 3 clusters Score -2452040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -2452051.250000 Penalty: 3269.923584
	Iteration 67Q: 3 clusters Score -2452051 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2452073.250000 Penalty: 3269.923584
	Iteration 68Q: 3 clusters Score -2452073 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -2452086.000000 Penalty: 3269.923584
	Iteration 69Q: 3 clusters Score -2452086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -2452105.500000 Penalty: 3269.923584
	Iteration 70Q: 3 clusters Score -2452106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -2452112.000000 Penalty: 3269.923584
	Iteration 71Q: 3 clusters Score -2452112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -2452122.500000 Penalty: 3269.923584
	Iteration 72Q: 3 clusters Score -2452122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -2452126.000000 Penalty: 3269.923584
	Iteration 73Q: 3 clusters Score -2452126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -2452134.250000 Penalty: 3269.923584
	Iteration 74Q: 3 clusters Score -2452134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -2452138.000000 Penalty: 3269.923584
	Iteration 75Q: 3 clusters Score -2452138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -2452145.250000 Penalty: 3269.923584
	Iteration 76Q: 3 clusters Score -2452145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -2452150.000000 Penalty: 3269.923584
	Iteration 77Q: 3 clusters Score -2452150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -2452154.500000 Penalty: 3269.923584
	Iteration 78Q: 3 clusters Score -2452154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -2452156.750000 Penalty: 3269.923584
	Iteration 79Q: 3 clusters Score -2452157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -2452155.750000 Penalty: 3269.923584
	Iteration 80F: 3 clusters Score -2452156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -2452159.000000 Penalty: 3269.923584
	Iteration 81Q: 3 clusters Score -2452159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -2452164.000000 Penalty: 3269.923584
	Iteration 82Q: 3 clusters Score -2452164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -2452168.000000 Penalty: 3269.923584
	Iteration 83Q: 3 clusters Score -2452168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -2452172.500000 Penalty: 3269.923584
	Iteration 84Q: 3 clusters Score -2452172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2452174.000000 Penalty: 3269.923584
	Iteration 85Q: 3 clusters Score -2452174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -2452181.500000 Penalty: 3269.923584
	Iteration 86Q: 3 clusters Score -2452182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -2452187.500000 Penalty: 3269.923584
	Iteration 87Q: 3 clusters Score -2452188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -2452189.750000 Penalty: 3269.923584
	Iteration 88Q: 3 clusters Score -2452190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -2452189.250000 Penalty: 3269.923584
	Iteration 89Q: 3 clusters Score -2452189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2452190.500000 Penalty: 3269.923584
	Iteration 90Q: 3 clusters Score -2452190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -2452193.000000 Penalty: 3269.923584
	Iteration 91Q: 3 clusters Score -2452193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -2452195.500000 Penalty: 3269.923584
	Iteration 92Q: 3 clusters Score -2452196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -2452202.500000 Penalty: 3269.923584
	Iteration 93Q: 3 clusters Score -2452202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -2452203.500000 Penalty: 3269.923584
	Iteration 94Q: 3 clusters Score -2452204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -2452204.250000 Penalty: 3269.923584
	Iteration 95Q: 3 clusters Score -2452204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -2452203.750000 Penalty: 3269.923584
	Iteration 96Q: 3 clusters Score -2452204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -2452206.000000 Penalty: 3269.923584
	Iteration 97Q: 3 clusters Score -2452206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -2452210.500000 Penalty: 3269.923584
	Iteration 98Q: 3 clusters Score -2452210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -2452212.250000 Penalty: 3269.923584
	Iteration 99Q: 3 clusters Score -2452212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -2452210.750000 Penalty: 3269.923584
	Iteration 100F: 3 clusters Score -2452211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -2452214.250000 Penalty: 3269.923584
	Iteration 101Q: 3 clusters Score -2452214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -2452216.500000 Penalty: 3269.923584
	Iteration 102Q: 3 clusters Score -2452216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -2452217.500000 Penalty: 3269.923584
	Iteration 103Q: 3 clusters Score -2452218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -2452219.750000 Penalty: 3269.923584
	Iteration 104Q: 3 clusters Score -2452220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -2452221.500000 Penalty: 3269.923584
	Iteration 105Q: 3 clusters Score -2452222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -2452224.000000 Penalty: 3269.923584
	Iteration 106Q: 3 clusters Score -2452224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -2452220.500000 Penalty: 3269.923584
	Iteration 107Q: 3 clusters Score -2452220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -2452221.250000 Penalty: 3269.923584
	Iteration 108Q: 3 clusters Score -2452221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -2452227.000000 Penalty: 3269.923584
	Iteration 109Q: 3 clusters Score -2452227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -2452227.250000 Penalty: 3269.923584
	Iteration 110Q: 3 clusters Score -2452227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -2452228.250000 Penalty: 3269.923584
	Iteration 111Q: 3 clusters Score -2452228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -2452233.000000 Penalty: 3269.923584
	Iteration 112Q: 3 clusters Score -2452233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -2452232.250000 Penalty: 3269.923584
	Iteration 113Q: 3 clusters Score -2452232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -2452234.250000 Penalty: 3269.923584
	Iteration 114Q: 3 clusters Score -2452234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -2452232.750000 Penalty: 3269.923584
	Iteration 115Q: 3 clusters Score -2452233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -2452235.000000 Penalty: 3269.923584
	Iteration 116Q: 3 clusters Score -2452235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -2452233.750000 Penalty: 3269.923584
	Iteration 117Q: 3 clusters Score -2452234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -2452233.750000 Penalty: 3269.923584
	Iteration 118F: 3 clusters Score -2452234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Entering Unmasked Estep 
Score: -1422590.375000 Penalty: 1553.249512
	Iteration 0F: 2 clusters Score -1422590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1412840.250000 Penalty: 3106.499023
	Iteration 0F: 3 clusters Score -1412840 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1416098.000000 Penalty: 3106.499023
	Iteration 1F: 3 clusters Score -1416098 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1416347.375000 Penalty: 3106.499023
	Iteration 2F: 3 clusters Score -1416347 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1416544.875000 Penalty: 3106.499023
	Iteration 3Q: 3 clusters Score -1416545 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1416723.625000 Penalty: 3106.499023
	Iteration 4Q: 3 clusters Score -1416724 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1416878.500000 Penalty: 3106.499023
	Iteration 5Q: 3 clusters Score -1416878 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1417038.750000 Penalty: 3106.499023
	Iteration 6Q: 3 clusters Score -1417039 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1417244.875000 Penalty: 3106.499023
	Iteration 7Q: 3 clusters Score -1417245 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1417537.500000 Penalty: 3106.499023
	Iteration 8Q: 3 clusters Score -1417538 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1417951.500000 Penalty: 3106.499023
	Iteration 9Q: 3 clusters Score -1417952 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1418513.875000 Penalty: 3106.499023
	Iteration 10F: 3 clusters Score -1418514 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1419086.875000 Penalty: 3106.499023
	Iteration 11F: 3 clusters Score -1419087 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1419574.250000 Penalty: 3106.499023
	Iteration 12Q: 3 clusters Score -1419574 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1419884.125000 Penalty: 3106.499023
	Iteration 13Q: 3 clusters Score -1419884 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1420105.250000 Penalty: 3106.499023
	Iteration 14Q: 3 clusters Score -1420105 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1420265.625000 Penalty: 3106.499023
	Iteration 15Q: 3 clusters Score -1420266 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1420409.375000 Penalty: 3106.499023
	Iteration 16Q: 3 clusters Score -1420409 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1420541.125000 Penalty: 3106.499023
	Iteration 17Q: 3 clusters Score -1420541 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1420681.500000 Penalty: 3106.499023
	Iteration 18Q: 3 clusters Score -1420682 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1420809.500000 Penalty: 3106.499023
	Iteration 19Q: 3 clusters Score -1420810 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1420902.125000 Penalty: 3106.499023
	Iteration 20F: 3 clusters Score -1420902 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1420964.750000 Penalty: 3106.499023
	Iteration 21Q: 3 clusters Score -1420965 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1421009.000000 Penalty: 3106.499023
	Iteration 22Q: 3 clusters Score -1421009 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1421047.125000 Penalty: 3106.499023
	Iteration 23Q: 3 clusters Score -1421047 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1421071.625000 Penalty: 3106.499023
	Iteration 24Q: 3 clusters Score -1421072 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1421089.750000 Penalty: 3106.499023
	Iteration 25Q: 3 clusters Score -1421090 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1421097.000000 Penalty: 3106.499023
	Iteration 26Q: 3 clusters Score -1421097 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1421102.750000 Penalty: 3106.499023
	Iteration 27Q: 3 clusters Score -1421103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1421107.250000 Penalty: 3106.499023
	Iteration 28Q: 3 clusters Score -1421107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1421110.000000 Penalty: 3106.499023
	Iteration 29Q: 3 clusters Score -1421110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1421112.625000 Penalty: 3106.499023
	Iteration 30Q: 3 clusters Score -1421113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1421111.875000 Penalty: 3106.499023
	Iteration 31Q: 3 clusters Score -1421112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1421112.375000 Penalty: 3106.499023
	Iteration 32Q: 3 clusters Score -1421112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1421112.625000 Penalty: 3106.499023
	Iteration 33Q: 3 clusters Score -1421113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1421113.500000 Penalty: 3106.499023
	Iteration 34Q: 3 clusters Score -1421114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1421113.250000 Penalty: 3106.499023
	Iteration 35Q: 3 clusters Score -1421113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1421113.625000 Penalty: 3106.499023
	Iteration 36Q: 3 clusters Score -1421114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1421114.375000 Penalty: 3106.499023
	Iteration 37Q: 3 clusters Score -1421114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1421114.375000 Penalty: 3106.499023
	Iteration 38F: 3 clusters Score -1421114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -213561.578125 Penalty: 1266.122437
	Iteration 0F: 2 clusters Score -213561.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -211205.671875 Penalty: 2532.244873
	Iteration 0F: 3 clusters Score -211205.7 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -211871.125000 Penalty: 2532.244873
	Iteration 1F: 3 clusters Score -211871.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -212055.375000 Penalty: 2532.244873
	Iteration 2F: 3 clusters Score -212055.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -212184.218750 Penalty: 2532.244873
	Iteration 3F: 3 clusters Score -212184.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -212266.203125 Penalty: 2532.244873
	Iteration 4Q: 3 clusters Score -212266.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -212323.140625 Penalty: 2532.244873
	Iteration 5Q: 3 clusters Score -212323.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -212360.687500 Penalty: 2532.244873
	Iteration 6Q: 3 clusters Score -212360.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -212387.140625 Penalty: 2532.244873
	Iteration 7Q: 3 clusters Score -212387.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -212413.359375 Penalty: 2532.244873
	Iteration 8Q: 3 clusters Score -212413.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -212437.703125 Penalty: 2532.244873
	Iteration 9Q: 3 clusters Score -212437.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -212457.906250 Penalty: 2532.244873
	Iteration 10Q: 3 clusters Score -212457.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -212475.375000 Penalty: 2532.244873
	Iteration 11Q: 3 clusters Score -212475.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -212496.296875 Penalty: 2532.244873
	Iteration 12Q: 3 clusters Score -212496.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -212512.687500 Penalty: 2532.244873
	Iteration 13Q: 3 clusters Score -212512.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -212527.265625 Penalty: 2532.244873
	Iteration 14Q: 3 clusters Score -212527.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -212544.468750 Penalty: 2532.244873
	Iteration 15Q: 3 clusters Score -212544.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -212558.375000 Penalty: 2532.244873
	Iteration 16Q: 3 clusters Score -212558.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -212565.421875 Penalty: 2532.244873
	Iteration 17Q: 3 clusters Score -212565.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -212572.750000 Penalty: 2532.244873
	Iteration 18Q: 3 clusters Score -212572.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -212580.421875 Penalty: 2532.244873
	Iteration 19Q: 3 clusters Score -212580.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -212587.484375 Penalty: 2532.244873
	Iteration 20F: 3 clusters Score -212587.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -212598.296875 Penalty: 2532.244873
	Iteration 21Q: 3 clusters Score -212598.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -212605.625000 Penalty: 2532.244873
	Iteration 22Q: 3 clusters Score -212605.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -212610.625000 Penalty: 2532.244873
	Iteration 23Q: 3 clusters Score -212610.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -212612.890625 Penalty: 2532.244873
	Iteration 24Q: 3 clusters Score -212612.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -212616.671875 Penalty: 2532.244873
	Iteration 25Q: 3 clusters Score -212616.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -212620.093750 Penalty: 2532.244873
	Iteration 26Q: 3 clusters Score -212620.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -212622.531250 Penalty: 2532.244873
	Iteration 27Q: 3 clusters Score -212622.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -212623.250000 Penalty: 2532.244873
	Iteration 28Q: 3 clusters Score -212623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -212623.968750 Penalty: 2532.244873
	Iteration 29Q: 3 clusters Score -212624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -212624.203125 Penalty: 2532.244873
	Iteration 30Q: 3 clusters Score -212624.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -212625.531250 Penalty: 2532.244873
	Iteration 31Q: 3 clusters Score -212625.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -212627.265625 Penalty: 2532.244873
	Iteration 32Q: 3 clusters Score -212627.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -212627.156250 Penalty: 2532.244873
	Iteration 33Q: 3 clusters Score -212627.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -212627.156250 Penalty: 2532.244873
	Iteration 34F: 3 clusters Score -212627.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (141995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141995 members 
Entering Unmasked Estep 
Score: -14618098.000000 Penalty: 1927.826416
	Iteration 0F: 2 clusters Score -1.46181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70958 members 
Mstep: Class 2 contains 71037 members 
Entering Unmasked Estep 
Score: -14526243.000000 Penalty: 3855.652832
	Iteration 0F: 3 clusters Score -1.452624e+07 nChanged 68294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70746 members 
Mstep: Class 2 contains 71249 members 
Entering Unmasked Estep 
Score: -14565842.000000 Penalty: 3855.652832
	Iteration 1F: 3 clusters Score -1.456584e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70862 members 
Mstep: Class 2 contains 71133 members 
Entering Unmasked Estep 
Score: -14566519.000000 Penalty: 3855.652832
	Iteration 2Q: 3 clusters Score -1.456652e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71254 members 
Mstep: Class 2 contains 70741 members 
Entering Unmasked Estep 
Score: -14567188.000000 Penalty: 3855.652832
	Iteration 3Q: 3 clusters Score -1.456719e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72035 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
Score: -14568223.000000 Penalty: 3855.652832
	Iteration 4Q: 3 clusters Score -1.456822e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73299 members 
Mstep: Class 2 contains 68696 members 
Entering Unmasked Estep 
Score: -14569736.000000 Penalty: 3855.652832
	Iteration 5Q: 3 clusters Score -1.456974e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75381 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -14571834.000000 Penalty: 3855.652832
	Iteration 6Q: 3 clusters Score -1.457183e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78340 members 
Mstep: Class 2 contains 63655 members 
Entering Unmasked Estep 
Score: -14574553.000000 Penalty: 3855.652832
	Iteration 7Q: 3 clusters Score -1.457455e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82336 members 
Mstep: Class 2 contains 59659 members 
Entering Unmasked Estep 
Score: -14578295.000000 Penalty: 3855.652832
	Iteration 8F: 3 clusters Score -1.45783e+07 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87412 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -14582508.000000 Penalty: 3855.652832
	Iteration 9F: 3 clusters Score -1.458251e+07 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93631 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -14587500.000000 Penalty: 3855.652832
	Iteration 10F: 3 clusters Score -1.45875e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101188 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -14593165.000000 Penalty: 3855.652832
	Iteration 11F: 3 clusters Score -1.459316e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109468 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -14599482.000000 Penalty: 3855.652832
	Iteration 12F: 3 clusters Score -1.459948e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117102 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -14605005.000000 Penalty: 3855.652832
	Iteration 13F: 3 clusters Score -1.4605e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123156 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -14608660.000000 Penalty: 3855.652832
	Iteration 14Q: 3 clusters Score -1.460866e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127823 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -14611229.000000 Penalty: 3855.652832
	Iteration 15Q: 3 clusters Score -1.461123e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131363 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -14612895.000000 Penalty: 3855.652832
	Iteration 16Q: 3 clusters Score -1.46129e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134126 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -14614176.000000 Penalty: 3855.652832
	Iteration 17Q: 3 clusters Score -1.461418e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136160 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -14615030.000000 Penalty: 3855.652832
	Iteration 18Q: 3 clusters Score -1.461503e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137686 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -14615675.000000 Penalty: 3855.652832
	Iteration 19Q: 3 clusters Score -1.461568e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138781 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -14616026.000000 Penalty: 3855.652832
	Iteration 20F: 3 clusters Score -1.461603e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139555 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -14616333.000000 Penalty: 3855.652832
	Iteration 21Q: 3 clusters Score -1.461633e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140099 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -14616413.000000 Penalty: 3855.652832
	Iteration 22Q: 3 clusters Score -1.461641e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140499 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -14616485.000000 Penalty: 3855.652832
	Iteration 23Q: 3 clusters Score -1.461648e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140781 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -14616547.000000 Penalty: 3855.652832
	Iteration 24Q: 3 clusters Score -1.461655e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140978 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -14616572.000000 Penalty: 3855.652832
	Iteration 25Q: 3 clusters Score -1.461657e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141115 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -14616597.000000 Penalty: 3855.652832
	Iteration 26Q: 3 clusters Score -1.46166e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141213 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -14616598.000000 Penalty: 3855.652832
	Iteration 27Q: 3 clusters Score -1.46166e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141296 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -14616627.000000 Penalty: 3855.652832
	Iteration 28Q: 3 clusters Score -1.461663e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141360 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -14616627.000000 Penalty: 3855.652832
	Iteration 29Q: 3 clusters Score -1.461663e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141416 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -14616642.000000 Penalty: 3855.652832
	Iteration 30Q: 3 clusters Score -1.461664e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141450 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -14616670.000000 Penalty: 3855.652832
	Iteration 31Q: 3 clusters Score -1.461667e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141476 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -14616664.000000 Penalty: 3855.652832
	Iteration 32Q: 3 clusters Score -1.461666e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141501 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -14616667.000000 Penalty: 3855.652832
	Iteration 33Q: 3 clusters Score -1.461667e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141524 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -14616679.000000 Penalty: 3855.652832
	Iteration 34Q: 3 clusters Score -1.461668e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141540 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -14616701.000000 Penalty: 3855.652832
	Iteration 35Q: 3 clusters Score -1.46167e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141554 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -14616705.000000 Penalty: 3855.652832
	Iteration 36Q: 3 clusters Score -1.46167e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141562 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -14616705.000000 Penalty: 3855.652832
	Iteration 37Q: 3 clusters Score -1.46167e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141572 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -14616709.000000 Penalty: 3855.652832
	Iteration 38Q: 3 clusters Score -1.461671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141581 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -14616702.000000 Penalty: 3855.652832
	Iteration 39Q: 3 clusters Score -1.46167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141588 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -14616706.000000 Penalty: 3855.652832
	Iteration 40F: 3 clusters Score -1.461671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141597 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -14616687.000000 Penalty: 3855.652832
	Iteration 41Q: 3 clusters Score -1.461669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141602 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -14616691.000000 Penalty: 3855.652832
	Iteration 42Q: 3 clusters Score -1.461669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141610 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -14616704.000000 Penalty: 3855.652832
	Iteration 43Q: 3 clusters Score -1.46167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141613 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -14616703.000000 Penalty: 3855.652832
	Iteration 44Q: 3 clusters Score -1.46167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141620 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -14616706.000000 Penalty: 3855.652832
	Iteration 45Q: 3 clusters Score -1.461671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141624 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -14616725.000000 Penalty: 3855.652832
	Iteration 46Q: 3 clusters Score -1.461672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141627 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -14616721.000000 Penalty: 3855.652832
	Iteration 47Q: 3 clusters Score -1.461672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141630 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -14616725.000000 Penalty: 3855.652832
	Iteration 48Q: 3 clusters Score -1.461672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141630 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -14616725.000000 Penalty: 3855.652832
	Iteration 49F: 3 clusters Score -1.461672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (149258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149258 members 
Entering Unmasked Estep 
Score: -15168514.000000 Penalty: 1935.932617
	Iteration 0F: 2 clusters Score -1.516851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74712 members 
Mstep: Class 2 contains 74546 members 
Entering Unmasked Estep 
Score: -15068844.000000 Penalty: 3871.865234
	Iteration 0F: 3 clusters Score -1.506884e+07 nChanged 72253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76459 members 
Mstep: Class 2 contains 72799 members 
Entering Unmasked Estep 
Score: -15110724.000000 Penalty: 3871.865234
	Iteration 1F: 3 clusters Score -1.511072e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77097 members 
Mstep: Class 2 contains 72161 members 
Entering Unmasked Estep 
Score: -15111356.000000 Penalty: 3871.865234
	Iteration 2Q: 3 clusters Score -1.511136e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78127 members 
Mstep: Class 2 contains 71131 members 
Entering Unmasked Estep 
Score: -15112006.000000 Penalty: 3871.865234
	Iteration 3Q: 3 clusters Score -1.511201e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 69490 members 
Entering Unmasked Estep 
Score: -15112780.000000 Penalty: 3871.865234
	Iteration 4Q: 3 clusters Score -1.511278e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -15114046.000000 Penalty: 3871.865234
	Iteration 5Q: 3 clusters Score -1.511405e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86422 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -15115911.000000 Penalty: 3871.865234
	Iteration 6Q: 3 clusters Score -1.511591e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92430 members 
Mstep: Class 2 contains 56828 members 
Entering Unmasked Estep 
Score: -15119579.000000 Penalty: 3871.865234
	Iteration 7Q: 3 clusters Score -1.511958e+07 nChanged 9329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100905 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -15125786.000000 Penalty: 3871.865234
	Iteration 8F: 3 clusters Score -1.512579e+07 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111342 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -15134911.000000 Penalty: 3871.865234
	Iteration 9F: 3 clusters Score -1.513491e+07 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121938 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -15145474.000000 Penalty: 3871.865234
	Iteration 10F: 3 clusters Score -1.514547e+07 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130318 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -15153686.000000 Penalty: 3871.865234
	Iteration 11F: 3 clusters Score -1.515369e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135682 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -15158645.000000 Penalty: 3871.865234
	Iteration 12Q: 3 clusters Score -1.515864e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139158 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -15161651.000000 Penalty: 3871.865234
	Iteration 13Q: 3 clusters Score -1.516165e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141567 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -15163487.000000 Penalty: 3871.865234
	Iteration 14Q: 3 clusters Score -1.516349e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143288 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -15164535.000000 Penalty: 3871.865234
	Iteration 15Q: 3 clusters Score -1.516454e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144573 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -15165332.000000 Penalty: 3871.865234
	Iteration 16Q: 3 clusters Score -1.516533e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145560 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -15165833.000000 Penalty: 3871.865234
	Iteration 17Q: 3 clusters Score -1.516583e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146295 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -15166171.000000 Penalty: 3871.865234
	Iteration 18Q: 3 clusters Score -1.516617e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146849 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -15166367.000000 Penalty: 3871.865234
	Iteration 19Q: 3 clusters Score -1.516637e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147271 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -15166590.000000 Penalty: 3871.865234
	Iteration 20F: 3 clusters Score -1.516659e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147589 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -15166763.000000 Penalty: 3871.865234
	Iteration 21Q: 3 clusters Score -1.516676e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147809 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -15166812.000000 Penalty: 3871.865234
	Iteration 22Q: 3 clusters Score -1.516681e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147978 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -15166834.000000 Penalty: 3871.865234
	Iteration 23Q: 3 clusters Score -1.516683e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148091 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -15166856.000000 Penalty: 3871.865234
	Iteration 24Q: 3 clusters Score -1.516686e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148179 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -15166863.000000 Penalty: 3871.865234
	Iteration 25Q: 3 clusters Score -1.516686e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148257 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -15166865.000000 Penalty: 3871.865234
	Iteration 26Q: 3 clusters Score -1.516686e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148334 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -15166903.000000 Penalty: 3871.865234
	Iteration 27Q: 3 clusters Score -1.51669e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148389 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -15166919.000000 Penalty: 3871.865234
	Iteration 28Q: 3 clusters Score -1.516692e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148431 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -15166944.000000 Penalty: 3871.865234
	Iteration 29Q: 3 clusters Score -1.516694e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148460 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -15166949.000000 Penalty: 3871.865234
	Iteration 30Q: 3 clusters Score -1.516695e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148476 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -15166941.000000 Penalty: 3871.865234
	Iteration 31Q: 3 clusters Score -1.516694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148488 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -15166949.000000 Penalty: 3871.865234
	Iteration 32Q: 3 clusters Score -1.516695e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148504 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -15166945.000000 Penalty: 3871.865234
	Iteration 33Q: 3 clusters Score -1.516694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148514 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -15166934.000000 Penalty: 3871.865234
	Iteration 34Q: 3 clusters Score -1.516693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148520 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -15166931.000000 Penalty: 3871.865234
	Iteration 35Q: 3 clusters Score -1.516693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148525 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -15166933.000000 Penalty: 3871.865234
	Iteration 36Q: 3 clusters Score -1.516693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148530 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -15166924.000000 Penalty: 3871.865234
	Iteration 37Q: 3 clusters Score -1.516692e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148539 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -15166919.000000 Penalty: 3871.865234
	Iteration 38Q: 3 clusters Score -1.516692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148549 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -15166919.000000 Penalty: 3871.865234
	Iteration 39Q: 3 clusters Score -1.516692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148556 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -15166912.000000 Penalty: 3871.865234
	Iteration 40F: 3 clusters Score -1.516691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148564 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -15166917.000000 Penalty: 3871.865234
	Iteration 41Q: 3 clusters Score -1.516692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148570 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -15166921.000000 Penalty: 3871.865234
	Iteration 42Q: 3 clusters Score -1.516692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148572 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -15166936.000000 Penalty: 3871.865234
	Iteration 43Q: 3 clusters Score -1.516694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148574 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -15166927.000000 Penalty: 3871.865234
	Iteration 44Q: 3 clusters Score -1.516693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148576 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -15166935.000000 Penalty: 3871.865234
	Iteration 45Q: 3 clusters Score -1.516694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148579 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -15166941.000000 Penalty: 3871.865234
	Iteration 46Q: 3 clusters Score -1.516694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148582 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -15166944.000000 Penalty: 3871.865234
	Iteration 47Q: 3 clusters Score -1.516694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148584 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -15166949.000000 Penalty: 3871.865234
	Iteration 48Q: 3 clusters Score -1.516695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148588 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -15166949.000000 Penalty: 3871.865234
	Iteration 49Q: 3 clusters Score -1.516695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148591 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -15166956.000000 Penalty: 3871.865234
	Iteration 50Q: 3 clusters Score -1.516696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148595 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -15166959.000000 Penalty: 3871.865234
	Iteration 51Q: 3 clusters Score -1.516696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148598 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -15166951.000000 Penalty: 3871.865234
	Iteration 52Q: 3 clusters Score -1.516695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148603 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -15166953.000000 Penalty: 3871.865234
	Iteration 53Q: 3 clusters Score -1.516695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148607 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -15166953.000000 Penalty: 3871.865234
	Iteration 54Q: 3 clusters Score -1.516695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148611 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -15166953.000000 Penalty: 3871.865234
	Iteration 55Q: 3 clusters Score -1.516695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148611 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -15166947.000000 Penalty: 3871.865234
	Iteration 56Q: 3 clusters Score -1.516695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148610 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -15166941.000000 Penalty: 3871.865234
	Iteration 57Q: 3 clusters Score -1.516694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148610 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -15166941.000000 Penalty: 3871.865234
	Iteration 58F: 3 clusters Score -1.516694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (162088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162088 members 
Entering Unmasked Estep 
Score: -16334718.000000 Penalty: 1949.332886
	Iteration 0F: 2 clusters Score -1.633472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 80982 members 
Entering Unmasked Estep 
Score: -16228336.000000 Penalty: 3898.665771
	Iteration 0F: 3 clusters Score -1.622834e+07 nChanged 78055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82153 members 
Mstep: Class 2 contains 79935 members 
Entering Unmasked Estep 
Score: -16274780.000000 Penalty: 3898.665771
	Iteration 1F: 3 clusters Score -1.627478e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83199 members 
Mstep: Class 2 contains 78889 members 
Entering Unmasked Estep 
Score: -16275738.000000 Penalty: 3898.665771
	Iteration 2Q: 3 clusters Score -1.627574e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84954 members 
Mstep: Class 2 contains 77134 members 
Entering Unmasked Estep 
Score: -16277237.000000 Penalty: 3898.665771
	Iteration 3Q: 3 clusters Score -1.627724e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87726 members 
Mstep: Class 2 contains 74362 members 
Entering Unmasked Estep 
Score: -16279359.000000 Penalty: 3898.665771
	Iteration 4Q: 3 clusters Score -1.627936e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91942 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -16283331.000000 Penalty: 3898.665771
	Iteration 5Q: 3 clusters Score -1.628333e+07 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97757 members 
Mstep: Class 2 contains 64331 members 
Entering Unmasked Estep 
Score: -16289942.000000 Penalty: 3898.665771
	Iteration 6F: 3 clusters Score -1.628994e+07 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104469 members 
Mstep: Class 2 contains 57619 members 
Entering Unmasked Estep 
Score: -16299794.000000 Penalty: 3898.665771
	Iteration 7F: 3 clusters Score -1.629979e+07 nChanged 12151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110246 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -16311465.000000 Penalty: 3898.665771
	Iteration 8F: 3 clusters Score -1.631146e+07 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113435 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -16319170.000000 Penalty: 3898.665771
	Iteration 9F: 3 clusters Score -1.631917e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115251 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -16322083.000000 Penalty: 3898.665771
	Iteration 10Q: 3 clusters Score -1.632208e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116861 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -16323664.000000 Penalty: 3898.665771
	Iteration 11Q: 3 clusters Score -1.632366e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118375 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -16324805.000000 Penalty: 3898.665771
	Iteration 12Q: 3 clusters Score -1.63248e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119754 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -16325747.000000 Penalty: 3898.665771
	Iteration 13Q: 3 clusters Score -1.632575e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120996 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -16326434.000000 Penalty: 3898.665771
	Iteration 14Q: 3 clusters Score -1.632643e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122157 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -16327092.000000 Penalty: 3898.665771
	Iteration 15Q: 3 clusters Score -1.632709e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123265 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -16327683.000000 Penalty: 3898.665771
	Iteration 16Q: 3 clusters Score -1.632768e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124366 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -16328114.000000 Penalty: 3898.665771
	Iteration 17Q: 3 clusters Score -1.632811e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125434 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -16328561.000000 Penalty: 3898.665771
	Iteration 18Q: 3 clusters Score -1.632856e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126470 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -16328925.000000 Penalty: 3898.665771
	Iteration 19Q: 3 clusters Score -1.632892e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127443 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -16329214.000000 Penalty: 3898.665771
	Iteration 20F: 3 clusters Score -1.632921e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128346 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -16329517.000000 Penalty: 3898.665771
	Iteration 21Q: 3 clusters Score -1.632952e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129209 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -16329799.000000 Penalty: 3898.665771
	Iteration 22Q: 3 clusters Score -1.63298e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130037 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -16330055.000000 Penalty: 3898.665771
	Iteration 23Q: 3 clusters Score -1.633006e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130870 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -16330225.000000 Penalty: 3898.665771
	Iteration 24Q: 3 clusters Score -1.633022e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131657 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -16330465.000000 Penalty: 3898.665771
	Iteration 25Q: 3 clusters Score -1.633046e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132435 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -16330699.000000 Penalty: 3898.665771
	Iteration 26Q: 3 clusters Score -1.63307e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133217 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -16330944.000000 Penalty: 3898.665771
	Iteration 27Q: 3 clusters Score -1.633094e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133960 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -16331150.000000 Penalty: 3898.665771
	Iteration 28Q: 3 clusters Score -1.633115e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134717 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -16331241.000000 Penalty: 3898.665771
	Iteration 29Q: 3 clusters Score -1.633124e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135470 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -16331514.000000 Penalty: 3898.665771
	Iteration 30Q: 3 clusters Score -1.633151e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136164 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -16331722.000000 Penalty: 3898.665771
	Iteration 31Q: 3 clusters Score -1.633172e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136801 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -16331954.000000 Penalty: 3898.665771
	Iteration 32Q: 3 clusters Score -1.633195e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137418 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -16332071.000000 Penalty: 3898.665771
	Iteration 33Q: 3 clusters Score -1.633207e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138027 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -16332196.000000 Penalty: 3898.665771
	Iteration 34Q: 3 clusters Score -1.63322e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138585 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -16332268.000000 Penalty: 3898.665771
	Iteration 35Q: 3 clusters Score -1.633227e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139125 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -16332424.000000 Penalty: 3898.665771
	Iteration 36Q: 3 clusters Score -1.633242e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139648 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -16332547.000000 Penalty: 3898.665771
	Iteration 37Q: 3 clusters Score -1.633255e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140162 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -16332628.000000 Penalty: 3898.665771
	Iteration 38Q: 3 clusters Score -1.633263e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140652 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -16332760.000000 Penalty: 3898.665771
	Iteration 39Q: 3 clusters Score -1.633276e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141112 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -16332929.000000 Penalty: 3898.665771
	Iteration 40F: 3 clusters Score -1.633293e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141518 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -16333041.000000 Penalty: 3898.665771
	Iteration 41Q: 3 clusters Score -1.633304e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141932 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -16333075.000000 Penalty: 3898.665771
	Iteration 42Q: 3 clusters Score -1.633308e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142302 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -16333125.000000 Penalty: 3898.665771
	Iteration 43Q: 3 clusters Score -1.633312e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142664 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -16333184.000000 Penalty: 3898.665771
	Iteration 44Q: 3 clusters Score -1.633318e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143000 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -16333229.000000 Penalty: 3898.665771
	Iteration 45Q: 3 clusters Score -1.633323e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143310 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -16333260.000000 Penalty: 3898.665771
	Iteration 46Q: 3 clusters Score -1.633326e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143612 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -16333315.000000 Penalty: 3898.665771
	Iteration 47Q: 3 clusters Score -1.633332e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143903 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -16333397.000000 Penalty: 3898.665771
	Iteration 48Q: 3 clusters Score -1.63334e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144194 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -16333463.000000 Penalty: 3898.665771
	Iteration 49Q: 3 clusters Score -1.633346e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144500 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -16333554.000000 Penalty: 3898.665771
	Iteration 50Q: 3 clusters Score -1.633355e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144823 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -16333618.000000 Penalty: 3898.665771
	Iteration 51Q: 3 clusters Score -1.633362e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145142 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -16333743.000000 Penalty: 3898.665771
	Iteration 52Q: 3 clusters Score -1.633374e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145462 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -16333822.000000 Penalty: 3898.665771
	Iteration 53Q: 3 clusters Score -1.633382e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145763 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -16333891.000000 Penalty: 3898.665771
	Iteration 54Q: 3 clusters Score -1.633389e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146089 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -16333971.000000 Penalty: 3898.665771
	Iteration 55Q: 3 clusters Score -1.633397e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146390 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -16334087.000000 Penalty: 3898.665771
	Iteration 56Q: 3 clusters Score -1.633409e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146694 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -16334134.000000 Penalty: 3898.665771
	Iteration 57Q: 3 clusters Score -1.633413e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147004 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -16334172.000000 Penalty: 3898.665771
	Iteration 58Q: 3 clusters Score -1.633417e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147302 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -16334209.000000 Penalty: 3898.665771
	Iteration 59Q: 3 clusters Score -1.633421e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147607 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -16334205.000000 Penalty: 3898.665771
	Iteration 60F: 3 clusters Score -1.63342e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147882 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -16334307.000000 Penalty: 3898.665771
	Iteration 61Q: 3 clusters Score -1.633431e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148159 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -16334356.000000 Penalty: 3898.665771
	Iteration 62Q: 3 clusters Score -1.633436e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148419 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -16334393.000000 Penalty: 3898.665771
	Iteration 63Q: 3 clusters Score -1.633439e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148692 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -16334443.000000 Penalty: 3898.665771
	Iteration 64Q: 3 clusters Score -1.633444e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148972 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -16334480.000000 Penalty: 3898.665771
	Iteration 65Q: 3 clusters Score -1.633448e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149259 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -16334518.000000 Penalty: 3898.665771
	Iteration 66Q: 3 clusters Score -1.633452e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149566 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -16334494.000000 Penalty: 3898.665771
	Iteration 67Q: 3 clusters Score -1.633449e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149889 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -16334557.000000 Penalty: 3898.665771
	Iteration 68Q: 3 clusters Score -1.633456e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150208 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -16334565.000000 Penalty: 3898.665771
	Iteration 69Q: 3 clusters Score -1.633456e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150501 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -16334586.000000 Penalty: 3898.665771
	Iteration 70Q: 3 clusters Score -1.633459e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150791 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -16334562.000000 Penalty: 3898.665771
	Iteration 71Q: 3 clusters Score -1.633456e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151061 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -16334589.000000 Penalty: 3898.665771
	Iteration 72Q: 3 clusters Score -1.633459e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151298 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -16334598.000000 Penalty: 3898.665771
	Iteration 73Q: 3 clusters Score -1.63346e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151549 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -16334591.000000 Penalty: 3898.665771
	Iteration 74Q: 3 clusters Score -1.633459e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151788 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -16334524.000000 Penalty: 3898.665771
	Iteration 75Q: 3 clusters Score -1.633452e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152009 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -16334507.000000 Penalty: 3898.665771
	Iteration 76Q: 3 clusters Score -1.633451e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152208 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -16334512.000000 Penalty: 3898.665771
	Iteration 77Q: 3 clusters Score -1.633451e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152383 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -16334523.000000 Penalty: 3898.665771
	Iteration 78Q: 3 clusters Score -1.633452e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152557 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -16334518.000000 Penalty: 3898.665771
	Iteration 79Q: 3 clusters Score -1.633452e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152731 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -16334520.000000 Penalty: 3898.665771
	Iteration 80F: 3 clusters Score -1.633452e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152885 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -16334516.000000 Penalty: 3898.665771
	Iteration 81Q: 3 clusters Score -1.633452e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153056 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -16334448.000000 Penalty: 3898.665771
	Iteration 82Q: 3 clusters Score -1.633445e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153236 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -16334429.000000 Penalty: 3898.665771
	Iteration 83Q: 3 clusters Score -1.633443e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153390 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -16334427.000000 Penalty: 3898.665771
	Iteration 84Q: 3 clusters Score -1.633443e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153558 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -16334409.000000 Penalty: 3898.665771
	Iteration 85Q: 3 clusters Score -1.633441e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153697 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -16334353.000000 Penalty: 3898.665771
	Iteration 86Q: 3 clusters Score -1.633435e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153845 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -16334340.000000 Penalty: 3898.665771
	Iteration 87Q: 3 clusters Score -1.633434e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153973 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -16334375.000000 Penalty: 3898.665771
	Iteration 88Q: 3 clusters Score -1.633438e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154107 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -16334352.000000 Penalty: 3898.665771
	Iteration 89Q: 3 clusters Score -1.633435e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154252 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -16334350.000000 Penalty: 3898.665771
	Iteration 90Q: 3 clusters Score -1.633435e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154395 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -16334321.000000 Penalty: 3898.665771
	Iteration 91Q: 3 clusters Score -1.633432e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154541 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -16334318.000000 Penalty: 3898.665771
	Iteration 92Q: 3 clusters Score -1.633432e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154655 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -16334351.000000 Penalty: 3898.665771
	Iteration 93Q: 3 clusters Score -1.633435e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154770 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -16334342.000000 Penalty: 3898.665771
	Iteration 94Q: 3 clusters Score -1.633434e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154889 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -16334309.000000 Penalty: 3898.665771
	Iteration 95Q: 3 clusters Score -1.633431e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154985 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -16334299.000000 Penalty: 3898.665771
	Iteration 96Q: 3 clusters Score -1.63343e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155085 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -16334302.000000 Penalty: 3898.665771
	Iteration 97Q: 3 clusters Score -1.63343e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155172 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -16334285.000000 Penalty: 3898.665771
	Iteration 98Q: 3 clusters Score -1.633428e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155243 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -16334256.000000 Penalty: 3898.665771
	Iteration 99Q: 3 clusters Score -1.633426e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155326 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -16334256.000000 Penalty: 3898.665771
	Iteration 100F: 3 clusters Score -1.633426e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155415 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -16334276.000000 Penalty: 3898.665771
	Iteration 101Q: 3 clusters Score -1.633428e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155514 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -16334287.000000 Penalty: 3898.665771
	Iteration 102Q: 3 clusters Score -1.633429e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155605 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -16334271.000000 Penalty: 3898.665771
	Iteration 103Q: 3 clusters Score -1.633427e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155697 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -16334251.000000 Penalty: 3898.665771
	Iteration 104Q: 3 clusters Score -1.633425e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155806 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -16334264.000000 Penalty: 3898.665771
	Iteration 105Q: 3 clusters Score -1.633426e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155914 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -16334282.000000 Penalty: 3898.665771
	Iteration 106Q: 3 clusters Score -1.633428e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156010 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -16334264.000000 Penalty: 3898.665771
	Iteration 107Q: 3 clusters Score -1.633426e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156092 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -16334243.000000 Penalty: 3898.665771
	Iteration 108Q: 3 clusters Score -1.633424e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156165 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -16334230.000000 Penalty: 3898.665771
	Iteration 109Q: 3 clusters Score -1.633423e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156240 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -16334229.000000 Penalty: 3898.665771
	Iteration 110Q: 3 clusters Score -1.633423e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156303 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -16334189.000000 Penalty: 3898.665771
	Iteration 111Q: 3 clusters Score -1.633419e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156365 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -16334170.000000 Penalty: 3898.665771
	Iteration 112Q: 3 clusters Score -1.633417e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156427 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -16334132.000000 Penalty: 3898.665771
	Iteration 113Q: 3 clusters Score -1.633413e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156494 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -16334136.000000 Penalty: 3898.665771
	Iteration 114Q: 3 clusters Score -1.633414e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156556 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -16334145.000000 Penalty: 3898.665771
	Iteration 115Q: 3 clusters Score -1.633414e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156622 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -16334117.000000 Penalty: 3898.665771
	Iteration 116Q: 3 clusters Score -1.633412e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156675 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -16334127.000000 Penalty: 3898.665771
	Iteration 117Q: 3 clusters Score -1.633413e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156729 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -16334122.000000 Penalty: 3898.665771
	Iteration 118Q: 3 clusters Score -1.633412e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156772 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -16334117.000000 Penalty: 3898.665771
	Iteration 119Q: 3 clusters Score -1.633412e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156825 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -16334074.000000 Penalty: 3898.665771
	Iteration 120F: 3 clusters Score -1.633407e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156880 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -16334074.000000 Penalty: 3898.665771
	Iteration 121Q: 3 clusters Score -1.633407e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156937 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -16334030.000000 Penalty: 3898.665771
	Iteration 122Q: 3 clusters Score -1.633403e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156983 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -16334029.000000 Penalty: 3898.665771
	Iteration 123Q: 3 clusters Score -1.633403e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157043 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -16334020.000000 Penalty: 3898.665771
	Iteration 124Q: 3 clusters Score -1.633402e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157106 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -16334004.000000 Penalty: 3898.665771
	Iteration 125Q: 3 clusters Score -1.6334e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157163 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -16334008.000000 Penalty: 3898.665771
	Iteration 126Q: 3 clusters Score -1.633401e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157217 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -16333988.000000 Penalty: 3898.665771
	Iteration 127Q: 3 clusters Score -1.633399e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157260 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -16333992.000000 Penalty: 3898.665771
	Iteration 128Q: 3 clusters Score -1.633399e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157308 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -16333990.000000 Penalty: 3898.665771
	Iteration 129Q: 3 clusters Score -1.633399e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157358 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -16333976.000000 Penalty: 3898.665771
	Iteration 130Q: 3 clusters Score -1.633398e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157413 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -16333970.000000 Penalty: 3898.665771
	Iteration 131Q: 3 clusters Score -1.633397e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157460 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -16333972.000000 Penalty: 3898.665771
	Iteration 132Q: 3 clusters Score -1.633397e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157499 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -16333936.000000 Penalty: 3898.665771
	Iteration 133Q: 3 clusters Score -1.633394e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157531 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -16333937.000000 Penalty: 3898.665771
	Iteration 134Q: 3 clusters Score -1.633394e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157567 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -16333933.000000 Penalty: 3898.665771
	Iteration 135Q: 3 clusters Score -1.633393e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157608 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -16333896.000000 Penalty: 3898.665771
	Iteration 136Q: 3 clusters Score -1.63339e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157649 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -16333899.000000 Penalty: 3898.665771
	Iteration 137Q: 3 clusters Score -1.63339e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157702 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -16333890.000000 Penalty: 3898.665771
	Iteration 138Q: 3 clusters Score -1.633389e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157743 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -16333870.000000 Penalty: 3898.665771
	Iteration 139Q: 3 clusters Score -1.633387e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157779 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -16333862.000000 Penalty: 3898.665771
	Iteration 140F: 3 clusters Score -1.633386e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157814 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -16333846.000000 Penalty: 3898.665771
	Iteration 141Q: 3 clusters Score -1.633385e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157855 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -16333838.000000 Penalty: 3898.665771
	Iteration 142Q: 3 clusters Score -1.633384e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157900 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -16333838.000000 Penalty: 3898.665771
	Iteration 143Q: 3 clusters Score -1.633384e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157962 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -16333812.000000 Penalty: 3898.665771
	Iteration 144Q: 3 clusters Score -1.633381e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158012 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -16333785.000000 Penalty: 3898.665771
	Iteration 145Q: 3 clusters Score -1.633378e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158064 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -16333810.000000 Penalty: 3898.665771
	Iteration 146Q: 3 clusters Score -1.633381e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158120 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -16333796.000000 Penalty: 3898.665771
	Iteration 147Q: 3 clusters Score -1.63338e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158175 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -16333786.000000 Penalty: 3898.665771
	Iteration 148Q: 3 clusters Score -1.633379e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158236 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -16333797.000000 Penalty: 3898.665771
	Iteration 149Q: 3 clusters Score -1.63338e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158285 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -16333785.000000 Penalty: 3898.665771
	Iteration 150Q: 3 clusters Score -1.633378e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158335 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -16333778.000000 Penalty: 3898.665771
	Iteration 151Q: 3 clusters Score -1.633378e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158373 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -16333760.000000 Penalty: 3898.665771
	Iteration 152Q: 3 clusters Score -1.633376e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158423 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -16333776.000000 Penalty: 3898.665771
	Iteration 153Q: 3 clusters Score -1.633378e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158477 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -16333765.000000 Penalty: 3898.665771
	Iteration 154Q: 3 clusters Score -1.633376e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158533 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -16333746.000000 Penalty: 3898.665771
	Iteration 155Q: 3 clusters Score -1.633375e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158593 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -16333735.000000 Penalty: 3898.665771
	Iteration 156Q: 3 clusters Score -1.633374e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158651 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -16333739.000000 Penalty: 3898.665771
	Iteration 157Q: 3 clusters Score -1.633374e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158706 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -16333732.000000 Penalty: 3898.665771
	Iteration 158Q: 3 clusters Score -1.633373e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158755 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -16333723.000000 Penalty: 3898.665771
	Iteration 159Q: 3 clusters Score -1.633372e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158813 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -16333723.000000 Penalty: 3898.665771
	Iteration 160F: 3 clusters Score -1.633372e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158874 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -16333729.000000 Penalty: 3898.665771
	Iteration 161Q: 3 clusters Score -1.633373e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158951 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -16333714.000000 Penalty: 3898.665771
	Iteration 162Q: 3 clusters Score -1.633371e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159027 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -16333694.000000 Penalty: 3898.665771
	Iteration 163Q: 3 clusters Score -1.633369e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159111 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -16333685.000000 Penalty: 3898.665771
	Iteration 164Q: 3 clusters Score -1.633368e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159190 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -16333690.000000 Penalty: 3898.665771
	Iteration 165Q: 3 clusters Score -1.633369e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159265 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -16333697.000000 Penalty: 3898.665771
	Iteration 166Q: 3 clusters Score -1.63337e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159335 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -16333666.000000 Penalty: 3898.665771
	Iteration 167Q: 3 clusters Score -1.633367e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159407 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -16333645.000000 Penalty: 3898.665771
	Iteration 168Q: 3 clusters Score -1.633364e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159468 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -16333617.000000 Penalty: 3898.665771
	Iteration 169Q: 3 clusters Score -1.633362e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159523 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -16333617.000000 Penalty: 3898.665771
	Iteration 170Q: 3 clusters Score -1.633362e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159566 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -16333596.000000 Penalty: 3898.665771
	Iteration 171Q: 3 clusters Score -1.63336e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159608 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -16333573.000000 Penalty: 3898.665771
	Iteration 172Q: 3 clusters Score -1.633357e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159651 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -16333574.000000 Penalty: 3898.665771
	Iteration 173Q: 3 clusters Score -1.633357e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159701 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -16333563.000000 Penalty: 3898.665771
	Iteration 174Q: 3 clusters Score -1.633356e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159742 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -16333549.000000 Penalty: 3898.665771
	Iteration 175Q: 3 clusters Score -1.633355e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159782 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -16333546.000000 Penalty: 3898.665771
	Iteration 176Q: 3 clusters Score -1.633355e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159821 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -16333544.000000 Penalty: 3898.665771
	Iteration 177Q: 3 clusters Score -1.633354e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159854 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -16333536.000000 Penalty: 3898.665771
	Iteration 178Q: 3 clusters Score -1.633354e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159886 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -16333547.000000 Penalty: 3898.665771
	Iteration 179Q: 3 clusters Score -1.633355e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159919 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -16333539.000000 Penalty: 3898.665771
	Iteration 180F: 3 clusters Score -1.633354e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159951 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -16333538.000000 Penalty: 3898.665771
	Iteration 181Q: 3 clusters Score -1.633354e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159984 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -16333531.000000 Penalty: 3898.665771
	Iteration 182Q: 3 clusters Score -1.633353e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160020 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -16333536.000000 Penalty: 3898.665771
	Iteration 183Q: 3 clusters Score -1.633354e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160055 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -16333542.000000 Penalty: 3898.665771
	Iteration 184Q: 3 clusters Score -1.633354e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160102 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -16333551.000000 Penalty: 3898.665771
	Iteration 185Q: 3 clusters Score -1.633355e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160143 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -16333540.000000 Penalty: 3898.665771
	Iteration 186Q: 3 clusters Score -1.633354e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160169 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -16333542.000000 Penalty: 3898.665771
	Iteration 187Q: 3 clusters Score -1.633354e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160191 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -16333511.000000 Penalty: 3898.665771
	Iteration 188Q: 3 clusters Score -1.633351e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160214 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -16333520.000000 Penalty: 3898.665771
	Iteration 189Q: 3 clusters Score -1.633352e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160239 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -16333535.000000 Penalty: 3898.665771
	Iteration 190Q: 3 clusters Score -1.633354e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160258 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -16333537.000000 Penalty: 3898.665771
	Iteration 191Q: 3 clusters Score -1.633354e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160286 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -16333528.000000 Penalty: 3898.665771
	Iteration 192Q: 3 clusters Score -1.633353e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160317 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -16333513.000000 Penalty: 3898.665771
	Iteration 193Q: 3 clusters Score -1.633351e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160347 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -16333504.000000 Penalty: 3898.665771
	Iteration 194Q: 3 clusters Score -1.63335e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160371 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -16333501.000000 Penalty: 3898.665771
	Iteration 195Q: 3 clusters Score -1.63335e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160396 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -16333530.000000 Penalty: 3898.665771
	Iteration 196Q: 3 clusters Score -1.633353e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160414 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -16333537.000000 Penalty: 3898.665771
	Iteration 197Q: 3 clusters Score -1.633354e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160443 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -16333551.000000 Penalty: 3898.665771
	Iteration 198Q: 3 clusters Score -1.633355e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160473 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -16333511.000000 Penalty: 3898.665771
	Iteration 199Q: 3 clusters Score -1.633351e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160506 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -16333539.000000 Penalty: 3898.665771
	Iteration 200F: 3 clusters Score -1.633354e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160539 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -16333521.000000 Penalty: 3898.665771
	Iteration 201Q: 3 clusters Score -1.633352e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160575 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -16333520.000000 Penalty: 3898.665771
	Iteration 202Q: 3 clusters Score -1.633352e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160615 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -16333553.000000 Penalty: 3898.665771
	Iteration 203Q: 3 clusters Score -1.633355e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160655 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -16333550.000000 Penalty: 3898.665771
	Iteration 204Q: 3 clusters Score -1.633355e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160701 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -16333549.000000 Penalty: 3898.665771
	Iteration 205Q: 3 clusters Score -1.633355e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160746 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -16333506.000000 Penalty: 3898.665771
	Iteration 206Q: 3 clusters Score -1.633351e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160802 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -16333531.000000 Penalty: 3898.665771
	Iteration 207Q: 3 clusters Score -1.633353e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160842 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -16333502.000000 Penalty: 3898.665771
	Iteration 208Q: 3 clusters Score -1.63335e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160880 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -16333525.000000 Penalty: 3898.665771
	Iteration 209Q: 3 clusters Score -1.633352e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160904 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -16333523.000000 Penalty: 3898.665771
	Iteration 210Q: 3 clusters Score -1.633352e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160934 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -16333524.000000 Penalty: 3898.665771
	Iteration 211Q: 3 clusters Score -1.633352e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160966 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -16333529.000000 Penalty: 3898.665771
	Iteration 212Q: 3 clusters Score -1.633353e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160999 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -16333507.000000 Penalty: 3898.665771
	Iteration 213Q: 3 clusters Score -1.633351e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161026 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -16333515.000000 Penalty: 3898.665771
	Iteration 214Q: 3 clusters Score -1.633352e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161054 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16333533.000000 Penalty: 3898.665771
	Iteration 215Q: 3 clusters Score -1.633353e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161074 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -16333528.000000 Penalty: 3898.665771
	Iteration 216Q: 3 clusters Score -1.633353e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161091 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -16333521.000000 Penalty: 3898.665771
	Iteration 217Q: 3 clusters Score -1.633352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161106 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -16333533.000000 Penalty: 3898.665771
	Iteration 218Q: 3 clusters Score -1.633353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161118 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -16333520.000000 Penalty: 3898.665771
	Iteration 219Q: 3 clusters Score -1.633352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161130 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -16333536.000000 Penalty: 3898.665771
	Iteration 220F: 3 clusters Score -1.633354e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161145 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -16333518.000000 Penalty: 3898.665771
	Iteration 221Q: 3 clusters Score -1.633352e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161155 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -16333516.000000 Penalty: 3898.665771
	Iteration 222Q: 3 clusters Score -1.633352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161170 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -16333511.000000 Penalty: 3898.665771
	Iteration 223Q: 3 clusters Score -1.633351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161180 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -16333516.000000 Penalty: 3898.665771
	Iteration 224Q: 3 clusters Score -1.633352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161190 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -16333539.000000 Penalty: 3898.665771
	Iteration 225Q: 3 clusters Score -1.633354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161197 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -16333527.000000 Penalty: 3898.665771
	Iteration 226Q: 3 clusters Score -1.633353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161201 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -16333526.000000 Penalty: 3898.665771
	Iteration 227Q: 3 clusters Score -1.633353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161209 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -16333530.000000 Penalty: 3898.665771
	Iteration 228Q: 3 clusters Score -1.633353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161216 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -16333533.000000 Penalty: 3898.665771
	Iteration 229Q: 3 clusters Score -1.633353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161224 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -16333538.000000 Penalty: 3898.665771
	Iteration 230Q: 3 clusters Score -1.633354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161227 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -16333536.000000 Penalty: 3898.665771
	Iteration 231Q: 3 clusters Score -1.633354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161230 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -16333543.000000 Penalty: 3898.665771
	Iteration 232Q: 3 clusters Score -1.633354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161235 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -16333534.000000 Penalty: 3898.665771
	Iteration 233Q: 3 clusters Score -1.633353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161235 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -16333528.000000 Penalty: 3898.665771
	Iteration 234Q: 3 clusters Score -1.633353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161237 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -16333535.000000 Penalty: 3898.665771
	Iteration 235Q: 3 clusters Score -1.633354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161240 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -16333532.000000 Penalty: 3898.665771
	Iteration 236Q: 3 clusters Score -1.633353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161241 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -16333532.000000 Penalty: 3898.665771
	Iteration 237Q: 3 clusters Score -1.633353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161241 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -16333532.000000 Penalty: 3898.665771
	Iteration 238F: 3 clusters Score -1.633353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -94021.156250 Penalty: 1114.687378
	Iteration 0F: 2 clusters Score -94021.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -92594.921875 Penalty: 2229.374756
	Iteration 0F: 3 clusters Score -92594.92 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -92845.367188 Penalty: 2229.374756
	Iteration 1F: 3 clusters Score -92845.37 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -92901.195312 Penalty: 2229.374756
	Iteration 2F: 3 clusters Score -92901.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -92930.421875 Penalty: 2229.374756
	Iteration 3Q: 3 clusters Score -92930.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92945.578125 Penalty: 2229.374756
	Iteration 4Q: 3 clusters Score -92945.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -92955.804688 Penalty: 2229.374756
	Iteration 5Q: 3 clusters Score -92955.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -92973.750000 Penalty: 2229.374756
	Iteration 6Q: 3 clusters Score -92973.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -92990.445312 Penalty: 2229.374756
	Iteration 7Q: 3 clusters Score -92990.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -93004.062500 Penalty: 2229.374756
	Iteration 8Q: 3 clusters Score -93004.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -93008.585938 Penalty: 2229.374756
	Iteration 9Q: 3 clusters Score -93008.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -93013.187500 Penalty: 2229.374756
	Iteration 10Q: 3 clusters Score -93013.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -93017.179688 Penalty: 2229.374756
	Iteration 11Q: 3 clusters Score -93017.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -93021.882812 Penalty: 2229.374756
	Iteration 12Q: 3 clusters Score -93021.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -93024.539062 Penalty: 2229.374756
	Iteration 13Q: 3 clusters Score -93024.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -93025.242188 Penalty: 2229.374756
	Iteration 14Q: 3 clusters Score -93025.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -93025.242188 Penalty: 2229.374756
	Iteration 15F: 3 clusters Score -93025.24 nChanged 0
--- Evaluating fit on full set of 3860486 points ---
Entering Unmasked Estep 
Score: -377233152.000000 Penalty: 46825.960938
22->20 Clusters: Score -377233152.000000, best is -377398944.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1286828 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 58463 members 
Mstep: Class 3 contains 58632 members 
Mstep: Class 4 contains 58750 members 
Mstep: Class 5 contains 58445 members 
Mstep: Class 6 contains 58081 members 
Mstep: Class 7 contains 58635 members 
Mstep: Class 8 contains 58720 members 
Mstep: Class 9 contains 58522 members 
Mstep: Class 10 contains 58690 members 
Mstep: Class 11 contains 58600 members 
Mstep: Class 12 contains 58774 members 
Mstep: Class 13 contains 58660 members 
Mstep: Class 14 contains 58141 members 
Mstep: Class 15 contains 58514 members 
Mstep: Class 16 contains 58326 members 
Mstep: Class 17 contains 58331 members 
Mstep: Class 18 contains 58410 members 
Mstep: Class 19 contains 58710 members 
Mstep: Class 20 contains 58498 members 
Mstep: Class 21 contains 57976 members 
Mstep: Class 22 contains 58422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1030.115845 but Gain 2286.000000
Score: -123387320.000000 Penalty: 48005.996094
Iteration 0F: 22 clusters Score -1.233873e+08 nChanged 1221494
Entering Unmasked Mstep 
Mstep: Class 0 contains 317 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 111021 members 
Mstep: Class 3 contains 89445 members 
Mstep: Class 4 contains 90946 members 
Mstep: Class 5 contains 38633 members 
Mstep: Class 6 contains 38055 members 
Mstep: Class 7 contains 57742 members 
Mstep: Class 8 contains 47130 members 
Mstep: Class 9 contains 49441 members 
Mstep: Class 10 contains 52871 members 
Mstep: Class 11 contains 60032 members 
Mstep: Class 12 contains 62771 members 
Mstep: Class 13 contains 49865 members 
Mstep: Class 14 contains 60002 members 
Mstep: Class 15 contains 38383 members 
Mstep: Class 16 contains 42801 members 
Mstep: Class 17 contains 74400 members 
Mstep: Class 19 contains 46035 members 
Mstep: Class 20 contains 66486 members 
Mstep: Class 21 contains 74989 members 
Mstep: Class 22 contains 80329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126341536.000000 Penalty: 48005.996094
Iteration 1F: 22 clusters Score -1.263415e+08 nChanged 332416
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 52230 members 
Mstep: Class 2 contains 114724 members 
Mstep: Class 3 contains 107083 members 
Mstep: Class 4 contains 86910 members 
Mstep: Class 5 contains 34053 members 
Mstep: Class 6 contains 31384 members 
Mstep: Class 7 contains 60240 members 
Mstep: Class 8 contains 41771 members 
Mstep: Class 9 contains 48186 members 
Mstep: Class 10 contains 47718 members 
Mstep: Class 11 contains 61880 members 
Mstep: Class 12 contains 63233 members 
Mstep: Class 13 contains 45235 members 
Mstep: Class 14 contains 59813 members 
Mstep: Class 15 contains 27267 members 
Mstep: Class 16 contains 37489 members 
Mstep: Class 17 contains 78239 members 
Mstep: Class 19 contains 40522 members 
Mstep: Class 20 contains 69109 members 
Mstep: Class 21 contains 84148 members 
Mstep: Class 22 contains 95551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126645896.000000 Penalty: 48005.996094
Iteration 2F: 22 clusters Score -1.266459e+08 nChanged 256637
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 132969 members 
Mstep: Class 3 contains 115714 members 
Mstep: Class 4 contains 92620 members 
Mstep: Class 5 contains 29769 members 
Mstep: Class 6 contains 25482 members 
Mstep: Class 7 contains 58864 members 
Mstep: Class 8 contains 37889 members 
Mstep: Class 9 contains 56940 members 
Mstep: Class 10 contains 39782 members 
Mstep: Class 11 contains 63817 members 
Mstep: Class 12 contains 62229 members 
Mstep: Class 13 contains 42048 members 
Mstep: Class 14 contains 56692 members 
Mstep: Class 15 contains 20873 members 
Mstep: Class 16 contains 33117 members 
Mstep: Class 17 contains 77993 members 
Mstep: Class 19 contains 31604 members 
Mstep: Class 20 contains 65512 members 
Mstep: Class 21 contains 88497 members 
Mstep: Class 22 contains 106661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126867288.000000 Penalty: 48005.996094
Iteration 3F: 22 clusters Score -1.268673e+08 nChanged 225647
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 164279 members 
Mstep: Class 3 contains 118361 members 
Mstep: Class 4 contains 104791 members 
Mstep: Class 5 contains 26180 members 
Mstep: Class 6 contains 19425 members 
Mstep: Class 7 contains 55364 members 
Mstep: Class 8 contains 33318 members 
Mstep: Class 9 contains 74320 members 
Mstep: Class 10 contains 30748 members 
Mstep: Class 11 contains 65726 members 
Mstep: Class 12 contains 60414 members 
Mstep: Class 13 contains 38995 members 
Mstep: Class 14 contains 51382 members 
Mstep: Class 15 contains 15883 members 
Mstep: Class 16 contains 28247 members 
Mstep: Class 17 contains 74811 members 
Mstep: Class 19 contains 21720 members 
Mstep: Class 20 contains 56993 members 
Mstep: Class 21 contains 89394 members 
Mstep: Class 22 contains 115236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127051296.000000 Penalty: 48005.996094
Iteration 4F: 22 clusters Score -1.270513e+08 nChanged 206445
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 205065 members 
Mstep: Class 3 contains 116183 members 
Mstep: Class 4 contains 118815 members 
Mstep: Class 5 contains 23771 members 
Mstep: Class 6 contains 13543 members 
Mstep: Class 7 contains 50991 members 
Mstep: Class 8 contains 27203 members 
Mstep: Class 9 contains 98357 members 
Mstep: Class 10 contains 21818 members 
Mstep: Class 11 contains 65948 members 
Mstep: Class 12 contains 58494 members 
Mstep: Class 13 contains 35139 members 
Mstep: Class 14 contains 44947 members 
Mstep: Class 15 contains 11442 members 
Mstep: Class 16 contains 22452 members 
Mstep: Class 17 contains 69516 members 
Mstep: Class 19 contains 13416 members 
Mstep: Class 20 contains 45819 members 
Mstep: Class 21 contains 87089 members 
Mstep: Class 22 contains 121799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127218864.000000 Penalty: 48005.996094
Iteration 5F: 22 clusters Score -1.272189e+08 nChanged 187965
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 249649 members 
Mstep: Class 3 contains 109285 members 
Mstep: Class 4 contains 133069 members 
Mstep: Class 5 contains 22789 members 
Mstep: Class 6 contains 8790 members 
Mstep: Class 7 contains 45522 members 
Mstep: Class 8 contains 20215 members 
Mstep: Class 9 contains 124274 members 
Mstep: Class 10 contains 14140 members 
Mstep: Class 11 contains 63652 members 
Mstep: Class 12 contains 57575 members 
Mstep: Class 13 contains 31034 members 
Mstep: Class 14 contains 38202 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 16791 members 
Mstep: Class 17 contains 62268 members 
Mstep: Class 19 contains 7429 members 
Mstep: Class 20 contains 33854 members 
Mstep: Class 21 contains 82140 members 
Mstep: Class 22 contains 127091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127364512.000000 Penalty: 48005.996094
Iteration 6F: 22 clusters Score -1.273645e+08 nChanged 166270
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 288759 members 
Mstep: Class 3 contains 98894 members 
Mstep: Class 4 contains 148984 members 
Mstep: Class 5 contains 22976 members 
Mstep: Class 6 contains 5686 members 
Mstep: Class 7 contains 39192 members 
Mstep: Class 8 contains 13708 members 
Mstep: Class 9 contains 147773 members 
Mstep: Class 10 contains 8450 members 
Mstep: Class 11 contains 59457 members 
Mstep: Class 12 contains 59103 members 
Mstep: Class 13 contains 26945 members 
Mstep: Class 14 contains 31980 members 
Mstep: Class 15 contains 5364 members 
Mstep: Class 16 contains 12482 members 
Mstep: Class 17 contains 54665 members 
Mstep: Class 19 contains 3893 members 
Mstep: Class 20 contains 23197 members 
Mstep: Class 21 contains 75306 members 
Mstep: Class 22 contains 130544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1876.679932 but Gain 2286.000000
Score: -127470656.000000 Penalty: 45719.996094
Iteration 7F: 21 clusters Score -1.274707e+08 nChanged 141992
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 312960 members 
Mstep: Class 3 contains 87045 members 
Mstep: Class 4 contains 167092 members 
Mstep: Class 5 contains 23716 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 33407 members 
Mstep: Class 8 contains 9109 members 
Mstep: Class 9 contains 168001 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 54999 members 
Mstep: Class 12 contains 64261 members 
Mstep: Class 13 contains 22933 members 
Mstep: Class 14 contains 26733 members 
Mstep: Class 15 contains 3757 members 
Mstep: Class 16 contains 9915 members 
Mstep: Class 17 contains 48806 members 
Mstep: Class 20 contains 15401 members 
Mstep: Class 21 contains 67709 members 
Mstep: Class 22 contains 132714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127535456.000000 Penalty: 45719.996094
Iteration 8F: 21 clusters Score -1.275355e+08 nChanged 116040
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 313574 members 
Mstep: Class 3 contains 76570 members 
Mstep: Class 4 contains 185747 members 
Mstep: Class 5 contains 24839 members 
Mstep: Class 6 contains 3248 members 
Mstep: Class 7 contains 29566 members 
Mstep: Class 8 contains 6491 members 
Mstep: Class 9 contains 184594 members 
Mstep: Class 10 contains 2953 members 
Mstep: Class 11 contains 51015 members 
Mstep: Class 12 contains 73376 members 
Mstep: Class 13 contains 18942 members 
Mstep: Class 14 contains 21869 members 
Mstep: Class 15 contains 2762 members 
Mstep: Class 16 contains 8551 members 
Mstep: Class 17 contains 44800 members 
Mstep: Class 20 contains 10384 members 
Mstep: Class 21 contains 60482 members 
Mstep: Class 22 contains 137152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2034.477783 but Gain 2286.000000
Score: -127589256.000000 Penalty: 43433.996094
Iteration 9F: 20 clusters Score -1.275893e+08 nChanged 98921
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 306440 members 
Mstep: Class 3 contains 66521 members 
Mstep: Class 4 contains 202409 members 
Mstep: Class 5 contains 25945 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 27506 members 
Mstep: Class 8 contains 5148 members 
Mstep: Class 9 contains 197651 members 
Mstep: Class 11 contains 47393 members 
Mstep: Class 12 contains 85921 members 
Mstep: Class 13 contains 15097 members 
Mstep: Class 14 contains 17548 members 
Mstep: Class 15 contains 2159 members 
Mstep: Class 16 contains 8136 members 
Mstep: Class 17 contains 40865 members 
Mstep: Class 20 contains 7462 members 
Mstep: Class 21 contains 53242 members 
Mstep: Class 22 contains 143482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2086.568604 but Gain 2286.000000
Score: -127638320.000000 Penalty: 41147.996094
Iteration 10F: 19 clusters Score -1.276383e+08 nChanged 86933
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 297386 members 
Mstep: Class 3 contains 56477 members 
Mstep: Class 4 contains 214962 members 
Mstep: Class 5 contains 26916 members 
Mstep: Class 6 contains 3083 members 
Mstep: Class 7 contains 26163 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 208000 members 
Mstep: Class 11 contains 44194 members 
Mstep: Class 12 contains 100239 members 
Mstep: Class 13 contains 11660 members 
Mstep: Class 14 contains 13881 members 
Mstep: Class 16 contains 8282 members 
Mstep: Class 17 contains 36955 members 
Mstep: Class 20 contains 5737 members 
Mstep: Class 21 contains 46431 members 
Mstep: Class 22 contains 150001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127681352.000000 Penalty: 41147.996094
Iteration 11F: 19 clusters Score -1.276814e+08 nChanged 75126
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 289278 members 
Mstep: Class 3 contains 46739 members 
Mstep: Class 4 contains 223085 members 
Mstep: Class 5 contains 27643 members 
Mstep: Class 6 contains 3293 members 
Mstep: Class 7 contains 25006 members 
Mstep: Class 8 contains 3950 members 
Mstep: Class 9 contains 215899 members 
Mstep: Class 11 contains 41219 members 
Mstep: Class 12 contains 114190 members 
Mstep: Class 13 contains 8770 members 
Mstep: Class 14 contains 10940 members 
Mstep: Class 16 contains 8849 members 
Mstep: Class 17 contains 33241 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 40681 members 
Mstep: Class 22 contains 156113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127716728.000000 Penalty: 41147.996094
Iteration 12F: 19 clusters Score -1.277167e+08 nChanged 66460
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 283103 members 
Mstep: Class 3 contains 37875 members 
Mstep: Class 4 contains 228593 members 
Mstep: Class 5 contains 28250 members 
Mstep: Class 6 contains 3522 members 
Mstep: Class 7 contains 23700 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 222196 members 
Mstep: Class 11 contains 38512 members 
Mstep: Class 12 contains 127251 members 
Mstep: Class 13 contains 6615 members 
Mstep: Class 14 contains 8721 members 
Mstep: Class 16 contains 9615 members 
Mstep: Class 17 contains 29607 members 
Mstep: Class 20 contains 4077 members 
Mstep: Class 21 contains 36019 members 
Mstep: Class 22 contains 161172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127742768.000000 Penalty: 41147.996094
Iteration 13F: 19 clusters Score -1.277428e+08 nChanged 58208
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 276866 members 
Mstep: Class 3 contains 30311 members 
Mstep: Class 4 contains 231851 members 
Mstep: Class 5 contains 28850 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 7 contains 22185 members 
Mstep: Class 8 contains 3434 members 
Mstep: Class 9 contains 227200 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 139011 members 
Mstep: Class 13 contains 5070 members 
Mstep: Class 14 contains 7138 members 
Mstep: Class 16 contains 10531 members 
Mstep: Class 17 contains 26520 members 
Mstep: Class 20 contains 3590 members 
Mstep: Class 21 contains 32917 members 
Mstep: Class 22 contains 166151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127761672.000000 Penalty: 41147.996094
Iteration 14Q: 19 clusters Score -1.277617e+08 nChanged 50263
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 269847 members 
Mstep: Class 3 contains 24192 members 
Mstep: Class 4 contains 233755 members 
Mstep: Class 5 contains 29467 members 
Mstep: Class 6 contains 4297 members 
Mstep: Class 7 contains 20653 members 
Mstep: Class 8 contains 3262 members 
Mstep: Class 9 contains 231060 members 
Mstep: Class 11 contains 33713 members 
Mstep: Class 12 contains 149160 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 6005 members 
Mstep: Class 16 contains 11610 members 
Mstep: Class 17 contains 23971 members 
Mstep: Class 20 contains 3252 members 
Mstep: Class 21 contains 31154 members 
Mstep: Class 22 contains 171370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780848.000000 Penalty: 41147.996094
Iteration 15Q: 19 clusters Score -1.277808e+08 nChanged 45717
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 263173 members 
Mstep: Class 3 contains 19430 members 
Mstep: Class 4 contains 233849 members 
Mstep: Class 5 contains 30004 members 
Mstep: Class 6 contains 4735 members 
Mstep: Class 7 contains 19142 members 
Mstep: Class 8 contains 3151 members 
Mstep: Class 9 contains 232697 members 
Mstep: Class 11 contains 31283 members 
Mstep: Class 12 contains 161279 members 
Mstep: Class 13 contains 2912 members 
Mstep: Class 14 contains 5105 members 
Mstep: Class 16 contains 12953 members 
Mstep: Class 17 contains 21679 members 
Mstep: Class 20 contains 2924 members 
Mstep: Class 21 contains 30230 members 
Mstep: Class 22 contains 175519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795336.000000 Penalty: 41147.996094
Iteration 16Q: 19 clusters Score -1.277953e+08 nChanged 43802
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 257024 members 
Mstep: Class 3 contains 15850 members 
Mstep: Class 4 contains 232077 members 
Mstep: Class 5 contains 30408 members 
Mstep: Class 6 contains 5226 members 
Mstep: Class 7 contains 17682 members 
Mstep: Class 8 contains 3100 members 
Mstep: Class 9 contains 232215 members 
Mstep: Class 11 contains 28854 members 
Mstep: Class 12 contains 176200 members 
Mstep: Class 13 contains 2116 members 
Mstep: Class 14 contains 4320 members 
Mstep: Class 16 contains 14470 members 
Mstep: Class 17 contains 19549 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 29956 members 
Mstep: Class 22 contains 178030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1667.012451 but Gain 2286.000000
Score: -127800696.000000 Penalty: 38861.996094
Iteration 17Q: 18 clusters Score -1.278007e+08 nChanged 43101
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 251799 members 
Mstep: Class 3 contains 13125 members 
Mstep: Class 4 contains 228776 members 
Mstep: Class 5 contains 30603 members 
Mstep: Class 6 contains 5768 members 
Mstep: Class 7 contains 16366 members 
Mstep: Class 8 contains 3093 members 
Mstep: Class 9 contains 230038 members 
Mstep: Class 11 contains 26930 members 
Mstep: Class 12 contains 193047 members 
Mstep: Class 14 contains 3691 members 
Mstep: Class 16 contains 16256 members 
Mstep: Class 17 contains 17410 members 
Mstep: Class 20 contains 2345 members 
Mstep: Class 21 contains 30483 members 
Mstep: Class 22 contains 179713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127801104.000000 Penalty: 38861.996094
Iteration 18Q: 18 clusters Score -1.278011e+08 nChanged 38161
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 247617 members 
Mstep: Class 3 contains 11020 members 
Mstep: Class 4 contains 224418 members 
Mstep: Class 5 contains 30734 members 
Mstep: Class 6 contains 6177 members 
Mstep: Class 7 contains 15260 members 
Mstep: Class 8 contains 3054 members 
Mstep: Class 9 contains 226846 members 
Mstep: Class 11 contains 25495 members 
Mstep: Class 12 contains 207988 members 
Mstep: Class 14 contains 3183 members 
Mstep: Class 16 contains 18157 members 
Mstep: Class 17 contains 15204 members 
Mstep: Class 20 contains 2125 members 
Mstep: Class 21 contains 31382 members 
Mstep: Class 22 contains 180619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798768.000000 Penalty: 38861.996094
Iteration 19Q: 18 clusters Score -1.277988e+08 nChanged 33216
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 244868 members 
Mstep: Class 3 contains 9443 members 
Mstep: Class 4 contains 220324 members 
Mstep: Class 5 contains 30922 members 
Mstep: Class 6 contains 6423 members 
Mstep: Class 7 contains 14295 members 
Mstep: Class 8 contains 3042 members 
Mstep: Class 9 contains 223662 members 
Mstep: Class 11 contains 24824 members 
Mstep: Class 12 contains 219089 members 
Mstep: Class 14 contains 2865 members 
Mstep: Class 16 contains 20313 members 
Mstep: Class 17 contains 13425 members 
Mstep: Class 20 contains 1966 members 
Mstep: Class 21 contains 32793 members 
Mstep: Class 22 contains 181006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798704.000000 Penalty: 38861.996094
Iteration 20F: 18 clusters Score -1.277987e+08 nChanged 30659
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 242623 members 
Mstep: Class 3 contains 8220 members 
Mstep: Class 4 contains 216351 members 
Mstep: Class 5 contains 31044 members 
Mstep: Class 6 contains 6577 members 
Mstep: Class 7 contains 13444 members 
Mstep: Class 8 contains 3031 members 
Mstep: Class 9 contains 220393 members 
Mstep: Class 11 contains 24719 members 
Mstep: Class 12 contains 228056 members 
Mstep: Class 14 contains 2638 members 
Mstep: Class 16 contains 22711 members 
Mstep: Class 17 contains 11913 members 
Mstep: Class 20 contains 1843 members 
Mstep: Class 21 contains 34635 members 
Mstep: Class 22 contains 181109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798088.000000 Penalty: 38861.996094
Iteration 21Q: 18 clusters Score -1.277981e+08 nChanged 28930
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 240688 members 
Mstep: Class 3 contains 7299 members 
Mstep: Class 4 contains 213157 members 
Mstep: Class 5 contains 31248 members 
Mstep: Class 6 contains 6524 members 
Mstep: Class 7 contains 12730 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 217129 members 
Mstep: Class 11 contains 24893 members 
Mstep: Class 12 contains 234177 members 
Mstep: Class 14 contains 2468 members 
Mstep: Class 16 contains 25426 members 
Mstep: Class 17 contains 10672 members 
Mstep: Class 20 contains 1784 members 
Mstep: Class 21 contains 36806 members 
Mstep: Class 22 contains 181337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127800176.000000 Penalty: 38861.996094
Iteration 22Q: 18 clusters Score -1.278002e+08 nChanged 27744
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 239147 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 210381 members 
Mstep: Class 5 contains 31546 members 
Mstep: Class 6 contains 6329 members 
Mstep: Class 7 contains 12060 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 213817 members 
Mstep: Class 11 contains 25314 members 
Mstep: Class 12 contains 238025 members 
Mstep: Class 14 contains 2380 members 
Mstep: Class 16 contains 28447 members 
Mstep: Class 17 contains 9753 members 
Mstep: Class 20 contains 1751 members 
Mstep: Class 21 contains 39294 members 
Mstep: Class 22 contains 181638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127802224.000000 Penalty: 38861.996094
Iteration 23Q: 18 clusters Score -1.278022e+08 nChanged 26261
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 237710 members 
Mstep: Class 3 contains 5958 members 
Mstep: Class 4 contains 208329 members 
Mstep: Class 5 contains 31882 members 
Mstep: Class 6 contains 6042 members 
Mstep: Class 7 contains 11481 members 
Mstep: Class 8 contains 2965 members 
Mstep: Class 9 contains 210214 members 
Mstep: Class 11 contains 25969 members 
Mstep: Class 12 contains 240211 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 16 contains 31831 members 
Mstep: Class 17 contains 9104 members 
Mstep: Class 20 contains 1743 members 
Mstep: Class 21 contains 41764 members 
Mstep: Class 22 contains 181982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127805736.000000 Penalty: 38861.996094
Iteration 24Q: 18 clusters Score -1.278057e+08 nChanged 25238
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 236271 members 
Mstep: Class 3 contains 5449 members 
Mstep: Class 4 contains 206918 members 
Mstep: Class 5 contains 32242 members 
Mstep: Class 6 contains 5652 members 
Mstep: Class 7 contains 10982 members 
Mstep: Class 8 contains 2909 members 
Mstep: Class 9 contains 206304 members 
Mstep: Class 11 contains 26802 members 
Mstep: Class 12 contains 241145 members 
Mstep: Class 14 contains 2235 members 
Mstep: Class 16 contains 35523 members 
Mstep: Class 17 contains 8745 members 
Mstep: Class 20 contains 1723 members 
Mstep: Class 21 contains 44197 members 
Mstep: Class 22 contains 182473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127811096.000000 Penalty: 38861.996094
Iteration 25Q: 18 clusters Score -1.278111e+08 nChanged 24422
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 234882 members 
Mstep: Class 3 contains 5077 members 
Mstep: Class 4 contains 205848 members 
Mstep: Class 5 contains 32553 members 
Mstep: Class 6 contains 5196 members 
Mstep: Class 7 contains 10559 members 
Mstep: Class 8 contains 2860 members 
Mstep: Class 9 contains 202196 members 
Mstep: Class 11 contains 27832 members 
Mstep: Class 12 contains 241317 members 
Mstep: Class 14 contains 2127 members 
Mstep: Class 16 contains 39366 members 
Mstep: Class 17 contains 8503 members 
Mstep: Class 20 contains 1715 members 
Mstep: Class 21 contains 46604 members 
Mstep: Class 22 contains 183024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127815728.000000 Penalty: 38861.996094
Iteration 26Q: 18 clusters Score -1.278157e+08 nChanged 23620
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 233479 members 
Mstep: Class 3 contains 4770 members 
Mstep: Class 4 contains 204973 members 
Mstep: Class 5 contains 32916 members 
Mstep: Class 6 contains 4732 members 
Mstep: Class 7 contains 10180 members 
Mstep: Class 8 contains 2782 members 
Mstep: Class 9 contains 198133 members 
Mstep: Class 11 contains 29017 members 
Mstep: Class 12 contains 241136 members 
Mstep: Class 14 contains 2013 members 
Mstep: Class 16 contains 43029 members 
Mstep: Class 17 contains 8360 members 
Mstep: Class 20 contains 1686 members 
Mstep: Class 21 contains 48840 members 
Mstep: Class 22 contains 183701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127821224.000000 Penalty: 38861.996094
Iteration 27Q: 18 clusters Score -1.278212e+08 nChanged 22734
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 232042 members 
Mstep: Class 3 contains 4500 members 
Mstep: Class 4 contains 204193 members 
Mstep: Class 5 contains 33245 members 
Mstep: Class 6 contains 4235 members 
Mstep: Class 7 contains 9862 members 
Mstep: Class 8 contains 2697 members 
Mstep: Class 9 contains 194206 members 
Mstep: Class 11 contains 30392 members 
Mstep: Class 12 contains 240774 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 16 contains 46385 members 
Mstep: Class 17 contains 8255 members 
Mstep: Class 20 contains 1651 members 
Mstep: Class 21 contains 50990 members 
Mstep: Class 22 contains 184505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2200.185791 but Gain 2286.000000
Score: -127826032.000000 Penalty: 36575.996094
Iteration 28Q: 17 clusters Score -1.27826e+08 nChanged 23250
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 230791 members 
Mstep: Class 3 contains 4286 members 
Mstep: Class 4 contains 203585 members 
Mstep: Class 5 contains 33559 members 
Mstep: Class 6 contains 3795 members 
Mstep: Class 7 contains 9585 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 190775 members 
Mstep: Class 11 contains 32042 members 
Mstep: Class 12 contains 240506 members 
Mstep: Class 16 contains 50012 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 53004 members 
Mstep: Class 22 contains 185516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127831424.000000 Penalty: 36575.996094
Iteration 29Q: 17 clusters Score -1.278314e+08 nChanged 20501
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 229204 members 
Mstep: Class 3 contains 4082 members 
Mstep: Class 4 contains 202767 members 
Mstep: Class 5 contains 33809 members 
Mstep: Class 6 contains 3432 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 2517 members 
Mstep: Class 9 contains 187737 members 
Mstep: Class 11 contains 33748 members 
Mstep: Class 12 contains 239801 members 
Mstep: Class 16 contains 52743 members 
Mstep: Class 17 contains 8171 members 
Mstep: Class 20 contains 1574 members 
Mstep: Class 21 contains 54672 members 
Mstep: Class 22 contains 186434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127835400.000000 Penalty: 36575.996094
Iteration 30Q: 17 clusters Score -1.278354e+08 nChanged 18834
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 227787 members 
Mstep: Class 3 contains 3916 members 
Mstep: Class 4 contains 201883 members 
Mstep: Class 5 contains 34106 members 
Mstep: Class 6 contains 3144 members 
Mstep: Class 7 contains 9126 members 
Mstep: Class 8 contains 2395 members 
Mstep: Class 9 contains 185138 members 
Mstep: Class 11 contains 35537 members 
Mstep: Class 12 contains 238968 members 
Mstep: Class 16 contains 54990 members 
Mstep: Class 17 contains 8127 members 
Mstep: Class 20 contains 1545 members 
Mstep: Class 21 contains 56121 members 
Mstep: Class 22 contains 187322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127838608.000000 Penalty: 36575.996094
Iteration 31Q: 17 clusters Score -1.278386e+08 nChanged 17511
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 226524 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 4 contains 200945 members 
Mstep: Class 5 contains 34429 members 
Mstep: Class 6 contains 2893 members 
Mstep: Class 7 contains 8952 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 182966 members 
Mstep: Class 11 contains 37422 members 
Mstep: Class 12 contains 238036 members 
Mstep: Class 16 contains 56917 members 
Mstep: Class 17 contains 8097 members 
Mstep: Class 20 contains 1529 members 
Mstep: Class 21 contains 57271 members 
Mstep: Class 22 contains 188170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127840552.000000 Penalty: 36575.996094
Iteration 32Q: 17 clusters Score -1.278406e+08 nChanged 15971
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 225360 members 
Mstep: Class 3 contains 3646 members 
Mstep: Class 4 contains 199934 members 
Mstep: Class 5 contains 34728 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 8820 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 181171 members 
Mstep: Class 11 contains 39344 members 
Mstep: Class 12 contains 237161 members 
Mstep: Class 16 contains 58461 members 
Mstep: Class 17 contains 8080 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 58195 members 
Mstep: Class 22 contains 189018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127841992.000000 Penalty: 36575.996094
Iteration 33Q: 17 clusters Score -1.27842e+08 nChanged 14831
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 224307 members 
Mstep: Class 3 contains 3531 members 
Mstep: Class 4 contains 198620 members 
Mstep: Class 5 contains 34981 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 8703 members 
Mstep: Class 8 contains 2099 members 
Mstep: Class 9 contains 179727 members 
Mstep: Class 11 contains 41433 members 
Mstep: Class 12 contains 236216 members 
Mstep: Class 16 contains 59722 members 
Mstep: Class 17 contains 8084 members 
Mstep: Class 20 contains 1499 members 
Mstep: Class 21 contains 58978 members 
Mstep: Class 22 contains 190001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127843400.000000 Penalty: 36575.996094
Iteration 34Q: 17 clusters Score -1.278434e+08 nChanged 13634
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 223277 members 
Mstep: Class 3 contains 3430 members 
Mstep: Class 4 contains 197223 members 
Mstep: Class 5 contains 35197 members 
Mstep: Class 6 contains 2403 members 
Mstep: Class 7 contains 8601 members 
Mstep: Class 8 contains 2008 members 
Mstep: Class 9 contains 178670 members 
Mstep: Class 11 contains 43612 members 
Mstep: Class 12 contains 235149 members 
Mstep: Class 16 contains 60752 members 
Mstep: Class 17 contains 8088 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 59626 members 
Mstep: Class 22 contains 191008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127844368.000000 Penalty: 36575.996094
Iteration 35Q: 17 clusters Score -1.278444e+08 nChanged 12681
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 222290 members 
Mstep: Class 3 contains 3319 members 
Mstep: Class 4 contains 195791 members 
Mstep: Class 5 contains 35423 members 
Mstep: Class 6 contains 2290 members 
Mstep: Class 7 contains 8511 members 
Mstep: Class 8 contains 1918 members 
Mstep: Class 9 contains 177874 members 
Mstep: Class 11 contains 45851 members 
Mstep: Class 12 contains 234003 members 
Mstep: Class 16 contains 61613 members 
Mstep: Class 17 contains 8083 members 
Mstep: Class 20 contains 1457 members 
Mstep: Class 21 contains 60133 members 
Mstep: Class 22 contains 192110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127845744.000000 Penalty: 36575.996094
Iteration 36Q: 17 clusters Score -1.278457e+08 nChanged 11753
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 221334 members 
Mstep: Class 3 contains 3215 members 
Mstep: Class 4 contains 194280 members 
Mstep: Class 5 contains 35692 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 7 contains 8439 members 
Mstep: Class 8 contains 1827 members 
Mstep: Class 9 contains 177348 members 
Mstep: Class 11 contains 48089 members 
Mstep: Class 12 contains 232878 members 
Mstep: Class 16 contains 62317 members 
Mstep: Class 17 contains 8095 members 
Mstep: Class 20 contains 1440 members 
Mstep: Class 21 contains 60534 members 
Mstep: Class 22 contains 193140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127846832.000000 Penalty: 36575.996094
Iteration 37Q: 17 clusters Score -1.278468e+08 nChanged 10916
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 220227 members 
Mstep: Class 3 contains 3111 members 
Mstep: Class 4 contains 192773 members 
Mstep: Class 5 contains 35969 members 
Mstep: Class 6 contains 2091 members 
Mstep: Class 7 contains 8389 members 
Mstep: Class 8 contains 1746 members 
Mstep: Class 9 contains 176999 members 
Mstep: Class 11 contains 50328 members 
Mstep: Class 12 contains 231926 members 
Mstep: Class 16 contains 62876 members 
Mstep: Class 17 contains 8109 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 60852 members 
Mstep: Class 22 contains 194097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2227.173828 but Gain 2286.000000
Score: -127847552.000000 Penalty: 34289.996094
Iteration 38Q: 16 clusters Score -1.278476e+08 nChanged 12031
Entering ConstructFrom: 
Score: -127847552.000000 Penalty: 34289.996094
Entering ConstructFrom: 
Trying to split cluster 1 (35749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Entering Unmasked Estep 
Score: -3424176.500000 Penalty: 1703.695190
	Iteration 0F: 2 clusters Score -3424176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -3400464.000000 Penalty: 3407.390381
	Iteration 0F: 3 clusters Score -3400464 nChanged 16628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -3412768.500000 Penalty: 3407.390381
	Iteration 1F: 3 clusters Score -3412768 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -3417362.000000 Penalty: 3407.390381
	Iteration 2F: 3 clusters Score -3417362 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -3422018.250000 Penalty: 3407.390381
	Iteration 3F: 3 clusters Score -3422018 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -3425343.250000 Penalty: 3407.390381
	Iteration 4F: 3 clusters Score -3425343 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -3427425.500000 Penalty: 3407.390381
	Iteration 5F: 3 clusters Score -3427426 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -3428810.750000 Penalty: 3407.390381
	Iteration 6Q: 3 clusters Score -3428811 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -3429660.750000 Penalty: 3407.390381
	Iteration 7Q: 3 clusters Score -3429661 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -3430104.500000 Penalty: 3407.390381
	Iteration 8Q: 3 clusters Score -3430104 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -3430340.000000 Penalty: 3407.390381
	Iteration 9Q: 3 clusters Score -3430340 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3430428.000000 Penalty: 3407.390381
	Iteration 10Q: 3 clusters Score -3430428 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3430470.000000 Penalty: 3407.390381
	Iteration 11Q: 3 clusters Score -3430470 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3430500.250000 Penalty: 3407.390381
	Iteration 12Q: 3 clusters Score -3430500 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3430517.500000 Penalty: 3407.390381
	Iteration 13Q: 3 clusters Score -3430518 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3430529.750000 Penalty: 3407.390381
	Iteration 14Q: 3 clusters Score -3430530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3430533.000000 Penalty: 3407.390381
	Iteration 15Q: 3 clusters Score -3430533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3430541.750000 Penalty: 3407.390381
	Iteration 16Q: 3 clusters Score -3430542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3430548.250000 Penalty: 3407.390381
	Iteration 17Q: 3 clusters Score -3430548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3430543.750000 Penalty: 3407.390381
	Iteration 18Q: 3 clusters Score -3430544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3430551.750000 Penalty: 3407.390381
	Iteration 19Q: 3 clusters Score -3430552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3430553.750000 Penalty: 3407.390381
	Iteration 20F: 3 clusters Score -3430554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3430555.750000 Penalty: 3407.390381
	Iteration 21Q: 3 clusters Score -3430556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3430548.500000 Penalty: 3407.390381
	Iteration 22Q: 3 clusters Score -3430548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3430553.750000 Penalty: 3407.390381
	Iteration 23Q: 3 clusters Score -3430554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3430555.250000 Penalty: 3407.390381
	Iteration 24Q: 3 clusters Score -3430555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3430555.000000 Penalty: 3407.390381
	Iteration 25Q: 3 clusters Score -3430555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -3430554.500000 Penalty: 3407.390381
	Iteration 26Q: 3 clusters Score -3430554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3430557.750000 Penalty: 3407.390381
	Iteration 27Q: 3 clusters Score -3430558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3430557.750000 Penalty: 3407.390381
	Iteration 28Q: 3 clusters Score -3430558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3430557.000000 Penalty: 3407.390381
	Iteration 29Q: 3 clusters Score -3430557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -3430559.500000 Penalty: 3407.390381
	Iteration 30Q: 3 clusters Score -3430560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -3430559.500000 Penalty: 3407.390381
	Iteration 31F: 3 clusters Score -3430560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 219761 members 
Mstep: Class 3 contains 3039 members 
Mstep: Class 4 contains 191221 members 
Mstep: Class 5 contains 36203 members 
Mstep: Class 6 contains 2039 members 
Mstep: Class 7 contains 8341 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 177342 members 
Mstep: Class 11 contains 52927 members 
Mstep: Class 12 contains 231020 members 
Mstep: Class 16 contains 63384 members 
Mstep: Class 17 contains 8125 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 61135 members 
Mstep: Class 22 contains 195097 members 
Entering Unmasked Estep 
Score: -127854712.000000 Penalty: 36575.996094
Splitting cluster 1 changes total score from -127847552.000000 to -127854712.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (219761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219761 members 
Entering Unmasked Estep 
Score: -22139498.000000 Penalty: 1998.798096
	Iteration 0F: 2 clusters Score -2.21395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110040 members 
Mstep: Class 2 contains 109721 members 
Entering Unmasked Estep 
Score: -22002554.000000 Penalty: 3997.596191
	Iteration 0F: 3 clusters Score -2.200255e+07 nChanged 106759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111457 members 
Mstep: Class 2 contains 108304 members 
Entering Unmasked Estep 
Score: -22065934.000000 Penalty: 3997.596191
	Iteration 1F: 3 clusters Score -2.206593e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112579 members 
Mstep: Class 2 contains 107182 members 
Entering Unmasked Estep 
Score: -22067316.000000 Penalty: 3997.596191
	Iteration 2Q: 3 clusters Score -2.206732e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114918 members 
Mstep: Class 2 contains 104843 members 
Entering Unmasked Estep 
Score: -22069086.000000 Penalty: 3997.596191
	Iteration 3Q: 3 clusters Score -2.206909e+07 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119277 members 
Mstep: Class 2 contains 100484 members 
Entering Unmasked Estep 
Score: -22072268.000000 Penalty: 3997.596191
	Iteration 4Q: 3 clusters Score -2.207227e+07 nChanged 10932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126641 members 
Mstep: Class 2 contains 93120 members 
Entering Unmasked Estep 
Score: -22077590.000000 Penalty: 3997.596191
	Iteration 5Q: 3 clusters Score -2.207759e+07 nChanged 14435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138178 members 
Mstep: Class 2 contains 81583 members 
Entering Unmasked Estep 
Score: -22086464.000000 Penalty: 3997.596191
	Iteration 6F: 3 clusters Score -2.208646e+07 nChanged 18112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153720 members 
Mstep: Class 2 contains 66041 members 
Entering Unmasked Estep 
Score: -22100930.000000 Penalty: 3997.596191
	Iteration 7F: 3 clusters Score -2.210093e+07 nChanged 18787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169961 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -22117484.000000 Penalty: 3997.596191
	Iteration 8F: 3 clusters Score -2.211748e+07 nChanged 14668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181945 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -22129372.000000 Penalty: 3997.596191
	Iteration 9F: 3 clusters Score -2.212937e+07 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189130 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -22135676.000000 Penalty: 3997.596191
	Iteration 10Q: 3 clusters Score -2.213568e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193848 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -22138282.000000 Penalty: 3997.596191
	Iteration 11Q: 3 clusters Score -2.213828e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197579 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -22139786.000000 Penalty: 3997.596191
	Iteration 12Q: 3 clusters Score -2.213979e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200622 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -22140804.000000 Penalty: 3997.596191
	Iteration 13Q: 3 clusters Score -2.21408e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203164 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -22141378.000000 Penalty: 3997.596191
	Iteration 14Q: 3 clusters Score -2.214138e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205295 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -22141560.000000 Penalty: 3997.596191
	Iteration 15Q: 3 clusters Score -2.214156e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207130 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -22141710.000000 Penalty: 3997.596191
	Iteration 16Q: 3 clusters Score -2.214171e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208655 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -22141518.000000 Penalty: 3997.596191
	Iteration 17Q: 3 clusters Score -2.214152e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209907 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -22141436.000000 Penalty: 3997.596191
	Iteration 18Q: 3 clusters Score -2.214144e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210929 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -22141312.000000 Penalty: 3997.596191
	Iteration 19Q: 3 clusters Score -2.214131e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211788 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -22141178.000000 Penalty: 3997.596191
	Iteration 20F: 3 clusters Score -2.214118e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212527 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -22141120.000000 Penalty: 3997.596191
	Iteration 21Q: 3 clusters Score -2.214112e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213184 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -22140968.000000 Penalty: 3997.596191
	Iteration 22Q: 3 clusters Score -2.214097e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213717 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -22140790.000000 Penalty: 3997.596191
	Iteration 23Q: 3 clusters Score -2.214079e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214155 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -22140674.000000 Penalty: 3997.596191
	Iteration 24Q: 3 clusters Score -2.214067e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214548 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -22140630.000000 Penalty: 3997.596191
	Iteration 25Q: 3 clusters Score -2.214063e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214876 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -22140484.000000 Penalty: 3997.596191
	Iteration 26Q: 3 clusters Score -2.214048e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215182 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -22140466.000000 Penalty: 3997.596191
	Iteration 27Q: 3 clusters Score -2.214047e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215437 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -22140350.000000 Penalty: 3997.596191
	Iteration 28Q: 3 clusters Score -2.214035e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215674 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -22140270.000000 Penalty: 3997.596191
	Iteration 29Q: 3 clusters Score -2.214027e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215894 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -22140194.000000 Penalty: 3997.596191
	Iteration 30Q: 3 clusters Score -2.214019e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216110 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -22140124.000000 Penalty: 3997.596191
	Iteration 31Q: 3 clusters Score -2.214012e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216317 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -22140042.000000 Penalty: 3997.596191
	Iteration 32Q: 3 clusters Score -2.214004e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216489 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -22140028.000000 Penalty: 3997.596191
	Iteration 33Q: 3 clusters Score -2.214003e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216638 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -22139932.000000 Penalty: 3997.596191
	Iteration 34Q: 3 clusters Score -2.213993e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216768 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -22139866.000000 Penalty: 3997.596191
	Iteration 35Q: 3 clusters Score -2.213987e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216888 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -22139818.000000 Penalty: 3997.596191
	Iteration 36Q: 3 clusters Score -2.213982e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216993 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -22139732.000000 Penalty: 3997.596191
	Iteration 37Q: 3 clusters Score -2.213973e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217104 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -22139644.000000 Penalty: 3997.596191
	Iteration 38Q: 3 clusters Score -2.213964e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217196 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -22139642.000000 Penalty: 3997.596191
	Iteration 39Q: 3 clusters Score -2.213964e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217268 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -22139636.000000 Penalty: 3997.596191
	Iteration 40F: 3 clusters Score -2.213964e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217332 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -22139568.000000 Penalty: 3997.596191
	Iteration 41Q: 3 clusters Score -2.213957e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217399 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -22139560.000000 Penalty: 3997.596191
	Iteration 42Q: 3 clusters Score -2.213956e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217458 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -22139546.000000 Penalty: 3997.596191
	Iteration 43Q: 3 clusters Score -2.213955e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217514 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -22139524.000000 Penalty: 3997.596191
	Iteration 44Q: 3 clusters Score -2.213952e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217560 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -22139502.000000 Penalty: 3997.596191
	Iteration 45Q: 3 clusters Score -2.21395e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217595 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -22139498.000000 Penalty: 3997.596191
	Iteration 46Q: 3 clusters Score -2.21395e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217630 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -22139476.000000 Penalty: 3997.596191
	Iteration 47Q: 3 clusters Score -2.213948e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217658 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -22139462.000000 Penalty: 3997.596191
	Iteration 48Q: 3 clusters Score -2.213946e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217681 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -22139446.000000 Penalty: 3997.596191
	Iteration 49Q: 3 clusters Score -2.213945e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217705 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -22139428.000000 Penalty: 3997.596191
	Iteration 50Q: 3 clusters Score -2.213943e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217728 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -22139406.000000 Penalty: 3997.596191
	Iteration 51Q: 3 clusters Score -2.213941e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217748 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -22139420.000000 Penalty: 3997.596191
	Iteration 52Q: 3 clusters Score -2.213942e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217766 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -22139388.000000 Penalty: 3997.596191
	Iteration 53Q: 3 clusters Score -2.213939e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217789 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -22139398.000000 Penalty: 3997.596191
	Iteration 54Q: 3 clusters Score -2.21394e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217816 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -22139396.000000 Penalty: 3997.596191
	Iteration 55Q: 3 clusters Score -2.21394e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217844 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -22139384.000000 Penalty: 3997.596191
	Iteration 56Q: 3 clusters Score -2.213938e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217864 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -22139376.000000 Penalty: 3997.596191
	Iteration 57Q: 3 clusters Score -2.213938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217878 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -22139342.000000 Penalty: 3997.596191
	Iteration 58Q: 3 clusters Score -2.213934e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217891 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -22139336.000000 Penalty: 3997.596191
	Iteration 59Q: 3 clusters Score -2.213934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217897 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -22139332.000000 Penalty: 3997.596191
	Iteration 60F: 3 clusters Score -2.213933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217906 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -22139330.000000 Penalty: 3997.596191
	Iteration 61Q: 3 clusters Score -2.213933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217910 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -22139316.000000 Penalty: 3997.596191
	Iteration 62Q: 3 clusters Score -2.213932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217916 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -22139298.000000 Penalty: 3997.596191
	Iteration 63Q: 3 clusters Score -2.21393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217924 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -22139290.000000 Penalty: 3997.596191
	Iteration 64Q: 3 clusters Score -2.213929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217928 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -22139294.000000 Penalty: 3997.596191
	Iteration 65Q: 3 clusters Score -2.213929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217929 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -22139300.000000 Penalty: 3997.596191
	Iteration 66Q: 3 clusters Score -2.21393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217931 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -22139290.000000 Penalty: 3997.596191
	Iteration 67Q: 3 clusters Score -2.213929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217933 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -22139280.000000 Penalty: 3997.596191
	Iteration 68Q: 3 clusters Score -2.213928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217936 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -22139278.000000 Penalty: 3997.596191
	Iteration 69Q: 3 clusters Score -2.213928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217938 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -22139280.000000 Penalty: 3997.596191
	Iteration 70Q: 3 clusters Score -2.213928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217940 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -22139284.000000 Penalty: 3997.596191
	Iteration 71Q: 3 clusters Score -2.213928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217944 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -22139270.000000 Penalty: 3997.596191
	Iteration 72Q: 3 clusters Score -2.213927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217947 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -22139270.000000 Penalty: 3997.596191
	Iteration 73Q: 3 clusters Score -2.213927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217948 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -22139260.000000 Penalty: 3997.596191
	Iteration 74Q: 3 clusters Score -2.213926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217949 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -22139264.000000 Penalty: 3997.596191
	Iteration 75Q: 3 clusters Score -2.213926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217949 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -22139264.000000 Penalty: 3997.596191
	Iteration 76F: 3 clusters Score -2.213926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Entering Unmasked Estep 
Score: -322625.750000 Penalty: 1303.133667
	Iteration 0F: 2 clusters Score -322625.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -319892.468750 Penalty: 2606.267334
	Iteration 0F: 3 clusters Score -319892.5 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -320582.500000 Penalty: 2606.267334
	Iteration 1F: 3 clusters Score -320582.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -320692.500000 Penalty: 2606.267334
	Iteration 2F: 3 clusters Score -320692.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -320746.593750 Penalty: 2606.267334
	Iteration 3Q: 3 clusters Score -320746.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -320786.031250 Penalty: 2606.267334
	Iteration 4Q: 3 clusters Score -320786 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -320807.562500 Penalty: 2606.267334
	Iteration 5Q: 3 clusters Score -320807.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -320820.281250 Penalty: 2606.267334
	Iteration 6Q: 3 clusters Score -320820.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -320832.937500 Penalty: 2606.267334
	Iteration 7Q: 3 clusters Score -320832.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -320843.343750 Penalty: 2606.267334
	Iteration 8Q: 3 clusters Score -320843.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -320857.812500 Penalty: 2606.267334
	Iteration 9Q: 3 clusters Score -320857.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -320869.656250 Penalty: 2606.267334
	Iteration 10Q: 3 clusters Score -320869.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -320879.875000 Penalty: 2606.267334
	Iteration 11Q: 3 clusters Score -320879.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -320892.593750 Penalty: 2606.267334
	Iteration 12Q: 3 clusters Score -320892.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -320905.218750 Penalty: 2606.267334
	Iteration 13Q: 3 clusters Score -320905.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -320917.843750 Penalty: 2606.267334
	Iteration 14Q: 3 clusters Score -320917.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -320926.656250 Penalty: 2606.267334
	Iteration 15Q: 3 clusters Score -320926.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -320939.937500 Penalty: 2606.267334
	Iteration 16Q: 3 clusters Score -320939.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -320953.593750 Penalty: 2606.267334
	Iteration 17Q: 3 clusters Score -320953.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -320968.687500 Penalty: 2606.267334
	Iteration 18Q: 3 clusters Score -320968.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -320981.468750 Penalty: 2606.267334
	Iteration 19Q: 3 clusters Score -320981.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -320996.906250 Penalty: 2606.267334
	Iteration 20F: 3 clusters Score -320996.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -321010.593750 Penalty: 2606.267334
	Iteration 21Q: 3 clusters Score -321010.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -321024.781250 Penalty: 2606.267334
	Iteration 22Q: 3 clusters Score -321024.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -321032.187500 Penalty: 2606.267334
	Iteration 23Q: 3 clusters Score -321032.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -321036.843750 Penalty: 2606.267334
	Iteration 24Q: 3 clusters Score -321036.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -321040.343750 Penalty: 2606.267334
	Iteration 25Q: 3 clusters Score -321040.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -321043.906250 Penalty: 2606.267334
	Iteration 26Q: 3 clusters Score -321043.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -321051.968750 Penalty: 2606.267334
	Iteration 27Q: 3 clusters Score -321052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -321058.437500 Penalty: 2606.267334
	Iteration 28Q: 3 clusters Score -321058.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -321072.843750 Penalty: 2606.267334
	Iteration 29Q: 3 clusters Score -321072.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -321091.687500 Penalty: 2606.267334
	Iteration 30Q: 3 clusters Score -321091.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -321110.656250 Penalty: 2606.267334
	Iteration 31Q: 3 clusters Score -321110.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -321133.968750 Penalty: 2606.267334
	Iteration 32Q: 3 clusters Score -321134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -321152.656250 Penalty: 2606.267334
	Iteration 33Q: 3 clusters Score -321152.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -321168.718750 Penalty: 2606.267334
	Iteration 34Q: 3 clusters Score -321168.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -321187.718750 Penalty: 2606.267334
	Iteration 35Q: 3 clusters Score -321187.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -321208.937500 Penalty: 2606.267334
	Iteration 36Q: 3 clusters Score -321208.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -321234.531250 Penalty: 2606.267334
	Iteration 37Q: 3 clusters Score -321234.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -321261.000000 Penalty: 2606.267334
	Iteration 38Q: 3 clusters Score -321261 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -321280.375000 Penalty: 2606.267334
	Iteration 39Q: 3 clusters Score -321280.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -321296.218750 Penalty: 2606.267334
	Iteration 40F: 3 clusters Score -321296.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -321307.781250 Penalty: 2606.267334
	Iteration 41Q: 3 clusters Score -321307.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -321327.812500 Penalty: 2606.267334
	Iteration 42Q: 3 clusters Score -321327.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -321339.468750 Penalty: 2606.267334
	Iteration 43Q: 3 clusters Score -321339.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -321356.000000 Penalty: 2606.267334
	Iteration 44Q: 3 clusters Score -321356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -321369.031250 Penalty: 2606.267334
	Iteration 45Q: 3 clusters Score -321369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -321381.875000 Penalty: 2606.267334
	Iteration 46Q: 3 clusters Score -321381.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -321396.437500 Penalty: 2606.267334
	Iteration 47Q: 3 clusters Score -321396.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -321406.406250 Penalty: 2606.267334
	Iteration 48Q: 3 clusters Score -321406.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -321421.875000 Penalty: 2606.267334
	Iteration 49Q: 3 clusters Score -321421.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -321426.218750 Penalty: 2606.267334
	Iteration 50Q: 3 clusters Score -321426.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -321432.718750 Penalty: 2606.267334
	Iteration 51Q: 3 clusters Score -321432.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -321435.406250 Penalty: 2606.267334
	Iteration 52Q: 3 clusters Score -321435.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -321435.375000 Penalty: 2606.267334
	Iteration 53Q: 3 clusters Score -321435.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -321435.375000 Penalty: 2606.267334
	Iteration 54F: 3 clusters Score -321435.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (191221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191221 members 
Entering Unmasked Estep 
Score: -19321080.000000 Penalty: 1976.192627
	Iteration 0F: 2 clusters Score -1.932108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95933 members 
Mstep: Class 2 contains 95288 members 
Entering Unmasked Estep 
Score: -19198522.000000 Penalty: 3952.385254
	Iteration 0F: 3 clusters Score -1.919852e+07 nChanged 93002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101845 members 
Mstep: Class 2 contains 89376 members 
Entering Unmasked Estep 
Score: -19254072.000000 Penalty: 3952.385254
	Iteration 1F: 3 clusters Score -1.925407e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105438 members 
Mstep: Class 2 contains 85783 members 
Entering Unmasked Estep 
Score: -19255878.000000 Penalty: 3952.385254
	Iteration 2Q: 3 clusters Score -1.925588e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111068 members 
Mstep: Class 2 contains 80153 members 
Entering Unmasked Estep 
Score: -19259018.000000 Penalty: 3952.385254
	Iteration 3Q: 3 clusters Score -1.925902e+07 nChanged 10456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119880 members 
Mstep: Class 2 contains 71341 members 
Entering Unmasked Estep 
Score: -19264880.000000 Penalty: 3952.385254
	Iteration 4F: 3 clusters Score -1.926488e+07 nChanged 13524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132148 members 
Mstep: Class 2 contains 59073 members 
Entering Unmasked Estep 
Score: -19275390.000000 Penalty: 3952.385254
	Iteration 5F: 3 clusters Score -1.927539e+07 nChanged 15757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146893 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -19290178.000000 Penalty: 3952.385254
	Iteration 6F: 3 clusters Score -1.929018e+07 nChanged 14241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160382 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -19303136.000000 Penalty: 3952.385254
	Iteration 7F: 3 clusters Score -1.930314e+07 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170212 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -19311346.000000 Penalty: 3952.385254
	Iteration 8F: 3 clusters Score -1.931135e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176836 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -19315338.000000 Penalty: 3952.385254
	Iteration 9Q: 3 clusters Score -1.931534e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181134 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -19317326.000000 Penalty: 3952.385254
	Iteration 10Q: 3 clusters Score -1.931733e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184171 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -19318506.000000 Penalty: 3952.385254
	Iteration 11Q: 3 clusters Score -1.931851e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186283 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -19319118.000000 Penalty: 3952.385254
	Iteration 12Q: 3 clusters Score -1.931912e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187718 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -19319326.000000 Penalty: 3952.385254
	Iteration 13Q: 3 clusters Score -1.931933e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188616 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -19319502.000000 Penalty: 3952.385254
	Iteration 14Q: 3 clusters Score -1.93195e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189145 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -19319570.000000 Penalty: 3952.385254
	Iteration 15Q: 3 clusters Score -1.931957e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189479 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -19319634.000000 Penalty: 3952.385254
	Iteration 16Q: 3 clusters Score -1.931963e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189699 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -19319644.000000 Penalty: 3952.385254
	Iteration 17Q: 3 clusters Score -1.931964e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189868 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -19319668.000000 Penalty: 3952.385254
	Iteration 18Q: 3 clusters Score -1.931967e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189989 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -19319674.000000 Penalty: 3952.385254
	Iteration 19Q: 3 clusters Score -1.931967e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190085 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -19319684.000000 Penalty: 3952.385254
	Iteration 20F: 3 clusters Score -1.931968e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190165 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -19319692.000000 Penalty: 3952.385254
	Iteration 21Q: 3 clusters Score -1.931969e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190218 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -19319718.000000 Penalty: 3952.385254
	Iteration 22Q: 3 clusters Score -1.931972e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190266 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -19319706.000000 Penalty: 3952.385254
	Iteration 23Q: 3 clusters Score -1.931971e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190300 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -19319720.000000 Penalty: 3952.385254
	Iteration 24Q: 3 clusters Score -1.931972e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190325 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -19319748.000000 Penalty: 3952.385254
	Iteration 25Q: 3 clusters Score -1.931975e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190353 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -19319778.000000 Penalty: 3952.385254
	Iteration 26Q: 3 clusters Score -1.931978e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190373 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -19319770.000000 Penalty: 3952.385254
	Iteration 27Q: 3 clusters Score -1.931977e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190388 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -19319782.000000 Penalty: 3952.385254
	Iteration 28Q: 3 clusters Score -1.931978e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190407 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -19319788.000000 Penalty: 3952.385254
	Iteration 29Q: 3 clusters Score -1.931979e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190426 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -19319776.000000 Penalty: 3952.385254
	Iteration 30Q: 3 clusters Score -1.931978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190432 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -19319782.000000 Penalty: 3952.385254
	Iteration 31Q: 3 clusters Score -1.931978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190442 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -19319764.000000 Penalty: 3952.385254
	Iteration 32Q: 3 clusters Score -1.931976e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190450 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -19319804.000000 Penalty: 3952.385254
	Iteration 33Q: 3 clusters Score -1.93198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190456 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -19319806.000000 Penalty: 3952.385254
	Iteration 34Q: 3 clusters Score -1.931981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190459 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -19319806.000000 Penalty: 3952.385254
	Iteration 35Q: 3 clusters Score -1.931981e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190465 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -19319826.000000 Penalty: 3952.385254
	Iteration 36Q: 3 clusters Score -1.931983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190469 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -19319838.000000 Penalty: 3952.385254
	Iteration 37Q: 3 clusters Score -1.931984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190476 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -19319850.000000 Penalty: 3952.385254
	Iteration 38Q: 3 clusters Score -1.931985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190479 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -19319844.000000 Penalty: 3952.385254
	Iteration 39Q: 3 clusters Score -1.931984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190486 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -19319816.000000 Penalty: 3952.385254
	Iteration 40F: 3 clusters Score -1.931982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190490 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -19319818.000000 Penalty: 3952.385254
	Iteration 41Q: 3 clusters Score -1.931982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190487 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -19319806.000000 Penalty: 3952.385254
	Iteration 42Q: 3 clusters Score -1.931981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190490 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -19319816.000000 Penalty: 3952.385254
	Iteration 43Q: 3 clusters Score -1.931982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190491 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -19319842.000000 Penalty: 3952.385254
	Iteration 44Q: 3 clusters Score -1.931984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190493 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -19319822.000000 Penalty: 3952.385254
	Iteration 45Q: 3 clusters Score -1.931982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190494 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -19319830.000000 Penalty: 3952.385254
	Iteration 46Q: 3 clusters Score -1.931983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190495 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -19319828.000000 Penalty: 3952.385254
	Iteration 47Q: 3 clusters Score -1.931983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190495 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -19319832.000000 Penalty: 3952.385254
	Iteration 48Q: 3 clusters Score -1.931983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190497 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -19319828.000000 Penalty: 3952.385254
	Iteration 49Q: 3 clusters Score -1.931983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190499 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -19319824.000000 Penalty: 3952.385254
	Iteration 50Q: 3 clusters Score -1.931982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190500 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -19319828.000000 Penalty: 3952.385254
	Iteration 51Q: 3 clusters Score -1.931983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190502 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -19319818.000000 Penalty: 3952.385254
	Iteration 52Q: 3 clusters Score -1.931982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190504 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -19319802.000000 Penalty: 3952.385254
	Iteration 53Q: 3 clusters Score -1.93198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190507 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -19319808.000000 Penalty: 3952.385254
	Iteration 54Q: 3 clusters Score -1.931981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190507 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -19319808.000000 Penalty: 3952.385254
	Iteration 55F: 3 clusters Score -1.931981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Entering Unmasked Estep 
Score: -3677271.000000 Penalty: 1705.745850
	Iteration 0F: 2 clusters Score -3677271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -3652968.250000 Penalty: 3411.491699
	Iteration 0F: 3 clusters Score -3652968 nChanged 16829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3663054.500000 Penalty: 3411.491699
	Iteration 1F: 3 clusters Score -3663054 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3665338.250000 Penalty: 3411.491699
	Iteration 2F: 3 clusters Score -3665338 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -3668606.750000 Penalty: 3411.491699
	Iteration 3F: 3 clusters Score -3668607 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -3672111.750000 Penalty: 3411.491699
	Iteration 4F: 3 clusters Score -3672112 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -3675049.250000 Penalty: 3411.491699
	Iteration 5F: 3 clusters Score -3675049 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -3676794.750000 Penalty: 3411.491699
	Iteration 6F: 3 clusters Score -3676795 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -3677751.000000 Penalty: 3411.491699
	Iteration 7Q: 3 clusters Score -3677751 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -3678137.500000 Penalty: 3411.491699
	Iteration 8Q: 3 clusters Score -3678138 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3678302.000000 Penalty: 3411.491699
	Iteration 9Q: 3 clusters Score -3678302 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3678392.750000 Penalty: 3411.491699
	Iteration 10Q: 3 clusters Score -3678393 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3678460.000000 Penalty: 3411.491699
	Iteration 11Q: 3 clusters Score -3678460 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3678534.250000 Penalty: 3411.491699
	Iteration 12Q: 3 clusters Score -3678534 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3678567.000000 Penalty: 3411.491699
	Iteration 13Q: 3 clusters Score -3678567 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3678582.250000 Penalty: 3411.491699
	Iteration 14Q: 3 clusters Score -3678582 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3678608.250000 Penalty: 3411.491699
	Iteration 15Q: 3 clusters Score -3678608 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3678629.000000 Penalty: 3411.491699
	Iteration 16Q: 3 clusters Score -3678629 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3678641.000000 Penalty: 3411.491699
	Iteration 17Q: 3 clusters Score -3678641 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3678666.000000 Penalty: 3411.491699
	Iteration 18Q: 3 clusters Score -3678666 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3678679.500000 Penalty: 3411.491699
	Iteration 19Q: 3 clusters Score -3678680 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3678688.000000 Penalty: 3411.491699
	Iteration 20F: 3 clusters Score -3678688 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3678704.750000 Penalty: 3411.491699
	Iteration 21Q: 3 clusters Score -3678705 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3678721.250000 Penalty: 3411.491699
	Iteration 22Q: 3 clusters Score -3678721 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3678727.500000 Penalty: 3411.491699
	Iteration 23Q: 3 clusters Score -3678728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3678736.000000 Penalty: 3411.491699
	Iteration 24Q: 3 clusters Score -3678736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3678742.750000 Penalty: 3411.491699
	Iteration 25Q: 3 clusters Score -3678743 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3678750.000000 Penalty: 3411.491699
	Iteration 26Q: 3 clusters Score -3678750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3678761.500000 Penalty: 3411.491699
	Iteration 27Q: 3 clusters Score -3678762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3678763.500000 Penalty: 3411.491699
	Iteration 28Q: 3 clusters Score -3678764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3678763.500000 Penalty: 3411.491699
	Iteration 29Q: 3 clusters Score -3678764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3678765.500000 Penalty: 3411.491699
	Iteration 30Q: 3 clusters Score -3678766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3678759.500000 Penalty: 3411.491699
	Iteration 31Q: 3 clusters Score -3678760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3678765.750000 Penalty: 3411.491699
	Iteration 32Q: 3 clusters Score -3678766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3678768.250000 Penalty: 3411.491699
	Iteration 33Q: 3 clusters Score -3678768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3678768.500000 Penalty: 3411.491699
	Iteration 34Q: 3 clusters Score -3678768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3678771.000000 Penalty: 3411.491699
	Iteration 35Q: 3 clusters Score -3678771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3678767.750000 Penalty: 3411.491699
	Iteration 36Q: 3 clusters Score -3678768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3678765.500000 Penalty: 3411.491699
	Iteration 37Q: 3 clusters Score -3678766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3678759.500000 Penalty: 3411.491699
	Iteration 38Q: 3 clusters Score -3678760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3678765.750000 Penalty: 3411.491699
	Iteration 39Q: 3 clusters Score -3678766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3678759.250000 Penalty: 3411.491699
	Iteration 40F: 3 clusters Score -3678759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3678760.250000 Penalty: 3411.491699
	Iteration 41Q: 3 clusters Score -3678760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3678758.500000 Penalty: 3411.491699
	Iteration 42Q: 3 clusters Score -3678758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3678761.500000 Penalty: 3411.491699
	Iteration 43Q: 3 clusters Score -3678762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3678760.500000 Penalty: 3411.491699
	Iteration 44Q: 3 clusters Score -3678760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3678762.500000 Penalty: 3411.491699
	Iteration 45Q: 3 clusters Score -3678762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3678763.000000 Penalty: 3411.491699
	Iteration 46Q: 3 clusters Score -3678763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3678764.000000 Penalty: 3411.491699
	Iteration 47Q: 3 clusters Score -3678764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3678770.250000 Penalty: 3411.491699
	Iteration 48Q: 3 clusters Score -3678770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3678769.750000 Penalty: 3411.491699
	Iteration 49Q: 3 clusters Score -3678770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3678768.500000 Penalty: 3411.491699
	Iteration 50Q: 3 clusters Score -3678768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3678770.750000 Penalty: 3411.491699
	Iteration 51Q: 3 clusters Score -3678771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3678775.750000 Penalty: 3411.491699
	Iteration 52Q: 3 clusters Score -3678776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3678774.000000 Penalty: 3411.491699
	Iteration 53Q: 3 clusters Score -3678774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3678773.750000 Penalty: 3411.491699
	Iteration 54Q: 3 clusters Score -3678774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3678771.750000 Penalty: 3411.491699
	Iteration 55Q: 3 clusters Score -3678772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3678776.000000 Penalty: 3411.491699
	Iteration 56Q: 3 clusters Score -3678776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3678771.000000 Penalty: 3411.491699
	Iteration 57Q: 3 clusters Score -3678771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3678772.250000 Penalty: 3411.491699
	Iteration 58Q: 3 clusters Score -3678772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3678772.250000 Penalty: 3411.491699
	Iteration 59F: 3 clusters Score -3678772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 219761 members 
Mstep: Class 3 contains 3039 members 
Mstep: Class 4 contains 191221 members 
Mstep: Class 5 contains 34441 members 
Mstep: Class 6 contains 2039 members 
Mstep: Class 7 contains 8341 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 177342 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 52927 members 
Mstep: Class 12 contains 231020 members 
Mstep: Class 16 contains 63384 members 
Mstep: Class 17 contains 8125 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 61135 members 
Mstep: Class 22 contains 195097 members 
Entering Unmasked Estep 
Score: -127855624.000000 Penalty: 38861.996094
Splitting cluster 5 changes total score from -127847552.000000 to -127855624.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 6 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -210051.937500 Penalty: 1238.284912
	Iteration 0F: 2 clusters Score -210051.9 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 1003 members 
Entering Unmasked Estep 
Score: -207935.453125 Penalty: 2476.569824
	Iteration 0F: 3 clusters Score -207935.5 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -208366.000000 Penalty: 2476.569824
	Iteration 1F: 3 clusters Score -208366 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -208463.015625 Penalty: 2476.569824
	Iteration 2F: 3 clusters Score -208463 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -208510.531250 Penalty: 2476.569824
	Iteration 3Q: 3 clusters Score -208510.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -208538.968750 Penalty: 2476.569824
	Iteration 4Q: 3 clusters Score -208539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -208554.812500 Penalty: 2476.569824
	Iteration 5Q: 3 clusters Score -208554.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -208569.375000 Penalty: 2476.569824
	Iteration 6Q: 3 clusters Score -208569.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -208585.609375 Penalty: 2476.569824
	Iteration 7Q: 3 clusters Score -208585.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -208601.453125 Penalty: 2476.569824
	Iteration 8Q: 3 clusters Score -208601.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -208613.500000 Penalty: 2476.569824
	Iteration 9Q: 3 clusters Score -208613.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -208620.531250 Penalty: 2476.569824
	Iteration 10Q: 3 clusters Score -208620.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -208627.859375 Penalty: 2476.569824
	Iteration 11Q: 3 clusters Score -208627.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -208634.140625 Penalty: 2476.569824
	Iteration 12Q: 3 clusters Score -208634.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -208640.484375 Penalty: 2476.569824
	Iteration 13Q: 3 clusters Score -208640.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -208643.671875 Penalty: 2476.569824
	Iteration 14Q: 3 clusters Score -208643.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -208646.015625 Penalty: 2476.569824
	Iteration 15Q: 3 clusters Score -208646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -208647.000000 Penalty: 2476.569824
	Iteration 16Q: 3 clusters Score -208647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -208647.515625 Penalty: 2476.569824
	Iteration 17Q: 3 clusters Score -208647.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -208648.250000 Penalty: 2476.569824
	Iteration 18Q: 3 clusters Score -208648.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -208649.140625 Penalty: 2476.569824
	Iteration 19Q: 3 clusters Score -208649.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -208649.140625 Penalty: 2476.569824
	Iteration 20F: 3 clusters Score -208649.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Entering Unmasked Estep 
Score: -854036.687500 Penalty: 1467.202515
	Iteration 0F: 2 clusters Score -854036.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -847973.187500 Penalty: 2934.405029
	Iteration 0F: 3 clusters Score -847973.2 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -849774.687500 Penalty: 2934.405029
	Iteration 1F: 3 clusters Score -849774.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -849944.937500 Penalty: 2934.405029
	Iteration 2F: 3 clusters Score -849944.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -850094.062500 Penalty: 2934.405029
	Iteration 3Q: 3 clusters Score -850094.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -850230.562500 Penalty: 2934.405029
	Iteration 4Q: 3 clusters Score -850230.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -850394.687500 Penalty: 2934.405029
	Iteration 5Q: 3 clusters Score -850394.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -850590.062500 Penalty: 2934.405029
	Iteration 6Q: 3 clusters Score -850590.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -850859.375000 Penalty: 2934.405029
	Iteration 7F: 3 clusters Score -850859.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -851184.250000 Penalty: 2934.405029
	Iteration 8F: 3 clusters Score -851184.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -851527.625000 Penalty: 2934.405029
	Iteration 9F: 3 clusters Score -851527.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -851839.562500 Penalty: 2934.405029
	Iteration 10F: 3 clusters Score -851839.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -852098.500000 Penalty: 2934.405029
	Iteration 11Q: 3 clusters Score -852098.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -852312.562500 Penalty: 2934.405029
	Iteration 12Q: 3 clusters Score -852312.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -852485.312500 Penalty: 2934.405029
	Iteration 13Q: 3 clusters Score -852485.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -852616.750000 Penalty: 2934.405029
	Iteration 14Q: 3 clusters Score -852616.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -852728.812500 Penalty: 2934.405029
	Iteration 15Q: 3 clusters Score -852728.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -852793.437500 Penalty: 2934.405029
	Iteration 16Q: 3 clusters Score -852793.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -852829.625000 Penalty: 2934.405029
	Iteration 17Q: 3 clusters Score -852829.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -852857.625000 Penalty: 2934.405029
	Iteration 18Q: 3 clusters Score -852857.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -852870.437500 Penalty: 2934.405029
	Iteration 19Q: 3 clusters Score -852870.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -852876.687500 Penalty: 2934.405029
	Iteration 20F: 3 clusters Score -852876.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -852882.062500 Penalty: 2934.405029
	Iteration 21Q: 3 clusters Score -852882.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -852885.375000 Penalty: 2934.405029
	Iteration 22Q: 3 clusters Score -852885.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -852888.750000 Penalty: 2934.405029
	Iteration 23Q: 3 clusters Score -852888.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -852891.750000 Penalty: 2934.405029
	Iteration 24Q: 3 clusters Score -852891.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -852895.750000 Penalty: 2934.405029
	Iteration 25Q: 3 clusters Score -852895.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -852902.437500 Penalty: 2934.405029
	Iteration 26Q: 3 clusters Score -852902.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -852908.625000 Penalty: 2934.405029
	Iteration 27Q: 3 clusters Score -852908.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -852916.375000 Penalty: 2934.405029
	Iteration 28Q: 3 clusters Score -852916.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -852923.000000 Penalty: 2934.405029
	Iteration 29Q: 3 clusters Score -852923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -852929.187500 Penalty: 2934.405029
	Iteration 30Q: 3 clusters Score -852929.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -852937.062500 Penalty: 2934.405029
	Iteration 31Q: 3 clusters Score -852937.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -852940.937500 Penalty: 2934.405029
	Iteration 32Q: 3 clusters Score -852940.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -852944.375000 Penalty: 2934.405029
	Iteration 33Q: 3 clusters Score -852944.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -852944.125000 Penalty: 2934.405029
	Iteration 34Q: 3 clusters Score -852944.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -852951.937500 Penalty: 2934.405029
	Iteration 35Q: 3 clusters Score -852951.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -852951.812500 Penalty: 2934.405029
	Iteration 36Q: 3 clusters Score -852951.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -852958.062500 Penalty: 2934.405029
	Iteration 37Q: 3 clusters Score -852958.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -852957.000000 Penalty: 2934.405029
	Iteration 38Q: 3 clusters Score -852957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -852960.875000 Penalty: 2934.405029
	Iteration 39Q: 3 clusters Score -852960.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -852962.125000 Penalty: 2934.405029
	Iteration 40F: 3 clusters Score -852962.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -852961.250000 Penalty: 2934.405029
	Iteration 41Q: 3 clusters Score -852961.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -852961.812500 Penalty: 2934.405029
	Iteration 42Q: 3 clusters Score -852961.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -852963.750000 Penalty: 2934.405029
	Iteration 43Q: 3 clusters Score -852963.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -852963.750000 Penalty: 2934.405029
	Iteration 44Q: 3 clusters Score -852963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -852965.437500 Penalty: 2934.405029
	Iteration 45Q: 3 clusters Score -852965.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -852965.437500 Penalty: 2934.405029
	Iteration 46F: 3 clusters Score -852965.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (177342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177342 members 
Entering Unmasked Estep 
Score: -17984922.000000 Penalty: 1963.948242
	Iteration 0F: 2 clusters Score -1.798492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88629 members 
Mstep: Class 2 contains 88713 members 
Entering Unmasked Estep 
Score: -17869212.000000 Penalty: 3927.896484
	Iteration 0F: 3 clusters Score -1.786921e+07 nChanged 85868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87925 members 
Mstep: Class 2 contains 89417 members 
Entering Unmasked Estep 
Score: -17920458.000000 Penalty: 3927.896484
	Iteration 1F: 3 clusters Score -1.792046e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87835 members 
Mstep: Class 2 contains 89507 members 
Entering Unmasked Estep 
Score: -17921566.000000 Penalty: 3927.896484
	Iteration 2Q: 3 clusters Score -1.792157e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87824 members 
Mstep: Class 2 contains 89518 members 
Entering Unmasked Estep 
Score: -17922914.000000 Penalty: 3927.896484
	Iteration 3Q: 3 clusters Score -1.792291e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87860 members 
Mstep: Class 2 contains 89482 members 
Entering Unmasked Estep 
Score: -17924160.000000 Penalty: 3927.896484
	Iteration 4Q: 3 clusters Score -1.792416e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87909 members 
Mstep: Class 2 contains 89433 members 
Entering Unmasked Estep 
Score: -17925556.000000 Penalty: 3927.896484
	Iteration 5Q: 3 clusters Score -1.792556e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87980 members 
Mstep: Class 2 contains 89362 members 
Entering Unmasked Estep 
Score: -17927156.000000 Penalty: 3927.896484
	Iteration 6Q: 3 clusters Score -1.792716e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87934 members 
Mstep: Class 2 contains 89408 members 
Entering Unmasked Estep 
Score: -17928880.000000 Penalty: 3927.896484
	Iteration 7Q: 3 clusters Score -1.792888e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87711 members 
Mstep: Class 2 contains 89631 members 
Entering Unmasked Estep 
Score: -17930872.000000 Penalty: 3927.896484
	Iteration 8Q: 3 clusters Score -1.793087e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87329 members 
Mstep: Class 2 contains 90013 members 
Entering Unmasked Estep 
Score: -17933310.000000 Penalty: 3927.896484
	Iteration 9Q: 3 clusters Score -1.793331e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86757 members 
Mstep: Class 2 contains 90585 members 
Entering Unmasked Estep 
Score: -17936192.000000 Penalty: 3927.896484
	Iteration 10Q: 3 clusters Score -1.793619e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85977 members 
Mstep: Class 2 contains 91365 members 
Entering Unmasked Estep 
Score: -17939870.000000 Penalty: 3927.896484
	Iteration 11Q: 3 clusters Score -1.793987e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84974 members 
Mstep: Class 2 contains 92368 members 
Entering Unmasked Estep 
Score: -17944648.000000 Penalty: 3927.896484
	Iteration 12Q: 3 clusters Score -1.794465e+07 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 93338 members 
Entering Unmasked Estep 
Score: -17949786.000000 Penalty: 3927.896484
	Iteration 13Q: 3 clusters Score -1.794979e+07 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83286 members 
Mstep: Class 2 contains 94056 members 
Entering Unmasked Estep 
Score: -17953546.000000 Penalty: 3927.896484
	Iteration 14Q: 3 clusters Score -1.795355e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82859 members 
Mstep: Class 2 contains 94483 members 
Entering Unmasked Estep 
Score: -17955420.000000 Penalty: 3927.896484
	Iteration 15Q: 3 clusters Score -1.795542e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82603 members 
Mstep: Class 2 contains 94739 members 
Entering Unmasked Estep 
Score: -17956088.000000 Penalty: 3927.896484
	Iteration 16Q: 3 clusters Score -1.795609e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82306 members 
Mstep: Class 2 contains 95036 members 
Entering Unmasked Estep 
Score: -17956456.000000 Penalty: 3927.896484
	Iteration 17Q: 3 clusters Score -1.795646e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81985 members 
Mstep: Class 2 contains 95357 members 
Entering Unmasked Estep 
Score: -17956710.000000 Penalty: 3927.896484
	Iteration 18Q: 3 clusters Score -1.795671e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81609 members 
Mstep: Class 2 contains 95733 members 
Entering Unmasked Estep 
Score: -17956856.000000 Penalty: 3927.896484
	Iteration 19Q: 3 clusters Score -1.795686e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81160 members 
Mstep: Class 2 contains 96182 members 
Entering Unmasked Estep 
Score: -17957126.000000 Penalty: 3927.896484
	Iteration 20F: 3 clusters Score -1.795713e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 96699 members 
Entering Unmasked Estep 
Score: -17957478.000000 Penalty: 3927.896484
	Iteration 21Q: 3 clusters Score -1.795748e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80075 members 
Mstep: Class 2 contains 97267 members 
Entering Unmasked Estep 
Score: -17957634.000000 Penalty: 3927.896484
	Iteration 22Q: 3 clusters Score -1.795763e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79529 members 
Mstep: Class 2 contains 97813 members 
Entering Unmasked Estep 
Score: -17958020.000000 Penalty: 3927.896484
	Iteration 23Q: 3 clusters Score -1.795802e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78885 members 
Mstep: Class 2 contains 98457 members 
Entering Unmasked Estep 
Score: -17958258.000000 Penalty: 3927.896484
	Iteration 24Q: 3 clusters Score -1.795826e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78251 members 
Mstep: Class 2 contains 99091 members 
Entering Unmasked Estep 
Score: -17958522.000000 Penalty: 3927.896484
	Iteration 25Q: 3 clusters Score -1.795852e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 99683 members 
Entering Unmasked Estep 
Score: -17958780.000000 Penalty: 3927.896484
	Iteration 26Q: 3 clusters Score -1.795878e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76977 members 
Mstep: Class 2 contains 100365 members 
Entering Unmasked Estep 
Score: -17959086.000000 Penalty: 3927.896484
	Iteration 27Q: 3 clusters Score -1.795909e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76184 members 
Mstep: Class 2 contains 101158 members 
Entering Unmasked Estep 
Score: -17959436.000000 Penalty: 3927.896484
	Iteration 28Q: 3 clusters Score -1.795944e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75313 members 
Mstep: Class 2 contains 102029 members 
Entering Unmasked Estep 
Score: -17959752.000000 Penalty: 3927.896484
	Iteration 29Q: 3 clusters Score -1.795975e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74354 members 
Mstep: Class 2 contains 102988 members 
Entering Unmasked Estep 
Score: -17960138.000000 Penalty: 3927.896484
	Iteration 30Q: 3 clusters Score -1.796014e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73337 members 
Mstep: Class 2 contains 104005 members 
Entering Unmasked Estep 
Score: -17960568.000000 Penalty: 3927.896484
	Iteration 31Q: 3 clusters Score -1.796057e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72271 members 
Mstep: Class 2 contains 105071 members 
Entering Unmasked Estep 
Score: -17960974.000000 Penalty: 3927.896484
	Iteration 32Q: 3 clusters Score -1.796097e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Mstep: Class 2 contains 106279 members 
Entering Unmasked Estep 
Score: -17961404.000000 Penalty: 3927.896484
	Iteration 33Q: 3 clusters Score -1.79614e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69719 members 
Mstep: Class 2 contains 107623 members 
Entering Unmasked Estep 
Score: -17961890.000000 Penalty: 3927.896484
	Iteration 34Q: 3 clusters Score -1.796189e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68280 members 
Mstep: Class 2 contains 109062 members 
Entering Unmasked Estep 
Score: -17962438.000000 Penalty: 3927.896484
	Iteration 35Q: 3 clusters Score -1.796244e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66692 members 
Mstep: Class 2 contains 110650 members 
Entering Unmasked Estep 
Score: -17963050.000000 Penalty: 3927.896484
	Iteration 36Q: 3 clusters Score -1.796305e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65040 members 
Mstep: Class 2 contains 112302 members 
Entering Unmasked Estep 
Score: -17963640.000000 Penalty: 3927.896484
	Iteration 37Q: 3 clusters Score -1.796364e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 114103 members 
Entering Unmasked Estep 
Score: -17964206.000000 Penalty: 3927.896484
	Iteration 38Q: 3 clusters Score -1.796421e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 115985 members 
Entering Unmasked Estep 
Score: -17964864.000000 Penalty: 3927.896484
	Iteration 39Q: 3 clusters Score -1.796486e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 118030 members 
Entering Unmasked Estep 
Score: -17965584.000000 Penalty: 3927.896484
	Iteration 40F: 3 clusters Score -1.796558e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57231 members 
Mstep: Class 2 contains 120111 members 
Entering Unmasked Estep 
Score: -17966270.000000 Penalty: 3927.896484
	Iteration 41Q: 3 clusters Score -1.796627e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 122322 members 
Entering Unmasked Estep 
Score: -17966996.000000 Penalty: 3927.896484
	Iteration 42Q: 3 clusters Score -1.7967e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52676 members 
Mstep: Class 2 contains 124666 members 
Entering Unmasked Estep 
Score: -17967730.000000 Penalty: 3927.896484
	Iteration 43Q: 3 clusters Score -1.796773e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50297 members 
Mstep: Class 2 contains 127045 members 
Entering Unmasked Estep 
Score: -17968496.000000 Penalty: 3927.896484
	Iteration 44Q: 3 clusters Score -1.79685e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 129437 members 
Entering Unmasked Estep 
Score: -17969246.000000 Penalty: 3927.896484
	Iteration 45Q: 3 clusters Score -1.796925e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 131885 members 
Entering Unmasked Estep 
Score: -17969942.000000 Penalty: 3927.896484
	Iteration 46Q: 3 clusters Score -1.796994e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 134445 members 
Entering Unmasked Estep 
Score: -17970736.000000 Penalty: 3927.896484
	Iteration 47Q: 3 clusters Score -1.797074e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 137163 members 
Entering Unmasked Estep 
Score: -17971586.000000 Penalty: 3927.896484
	Iteration 48Q: 3 clusters Score -1.797159e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 139868 members 
Entering Unmasked Estep 
Score: -17972292.000000 Penalty: 3927.896484
	Iteration 49Q: 3 clusters Score -1.797229e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 142619 members 
Entering Unmasked Estep 
Score: -17973330.000000 Penalty: 3927.896484
	Iteration 50Q: 3 clusters Score -1.797333e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 145516 members 
Entering Unmasked Estep 
Score: -17974504.000000 Penalty: 3927.896484
	Iteration 51Q: 3 clusters Score -1.79745e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 148467 members 
Entering Unmasked Estep 
Score: -17975438.000000 Penalty: 3927.896484
	Iteration 52Q: 3 clusters Score -1.797544e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 151493 members 
Entering Unmasked Estep 
Score: -17976336.000000 Penalty: 3927.896484
	Iteration 53Q: 3 clusters Score -1.797634e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 154579 members 
Entering Unmasked Estep 
Score: -17977270.000000 Penalty: 3927.896484
	Iteration 54Q: 3 clusters Score -1.797727e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 157515 members 
Entering Unmasked Estep 
Score: -17978056.000000 Penalty: 3927.896484
	Iteration 55Q: 3 clusters Score -1.797806e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 160332 members 
Entering Unmasked Estep 
Score: -17978868.000000 Penalty: 3927.896484
	Iteration 56Q: 3 clusters Score -1.797887e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 162888 members 
Entering Unmasked Estep 
Score: -17979556.000000 Penalty: 3927.896484
	Iteration 57Q: 3 clusters Score -1.797956e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 165184 members 
Entering Unmasked Estep 
Score: -17980246.000000 Penalty: 3927.896484
	Iteration 58Q: 3 clusters Score -1.798025e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 167159 members 
Entering Unmasked Estep 
Score: -17980736.000000 Penalty: 3927.896484
	Iteration 59Q: 3 clusters Score -1.798074e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 168806 members 
Entering Unmasked Estep 
Score: -17981424.000000 Penalty: 3927.896484
	Iteration 60F: 3 clusters Score -1.798142e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 170501 members 
Entering Unmasked Estep 
Score: -17982112.000000 Penalty: 3927.896484
	Iteration 61Q: 3 clusters Score -1.798211e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 171871 members 
Entering Unmasked Estep 
Score: -17982544.000000 Penalty: 3927.896484
	Iteration 62Q: 3 clusters Score -1.798254e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 172891 members 
Entering Unmasked Estep 
Score: -17982884.000000 Penalty: 3927.896484
	Iteration 63Q: 3 clusters Score -1.798288e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 173644 members 
Entering Unmasked Estep 
Score: -17983212.000000 Penalty: 3927.896484
	Iteration 64Q: 3 clusters Score -1.798321e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 174213 members 
Entering Unmasked Estep 
Score: -17983304.000000 Penalty: 3927.896484
	Iteration 65Q: 3 clusters Score -1.79833e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 174618 members 
Entering Unmasked Estep 
Score: -17983354.000000 Penalty: 3927.896484
	Iteration 66Q: 3 clusters Score -1.798335e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 174926 members 
Entering Unmasked Estep 
Score: -17983440.000000 Penalty: 3927.896484
	Iteration 67Q: 3 clusters Score -1.798344e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 175195 members 
Entering Unmasked Estep 
Score: -17983464.000000 Penalty: 3927.896484
	Iteration 68Q: 3 clusters Score -1.798346e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 175435 members 
Entering Unmasked Estep 
Score: -17983528.000000 Penalty: 3927.896484
	Iteration 69Q: 3 clusters Score -1.798353e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 175616 members 
Entering Unmasked Estep 
Score: -17983562.000000 Penalty: 3927.896484
	Iteration 70Q: 3 clusters Score -1.798356e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 175752 members 
Entering Unmasked Estep 
Score: -17983612.000000 Penalty: 3927.896484
	Iteration 71Q: 3 clusters Score -1.798361e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 175885 members 
Entering Unmasked Estep 
Score: -17983590.000000 Penalty: 3927.896484
	Iteration 72Q: 3 clusters Score -1.798359e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 175960 members 
Entering Unmasked Estep 
Score: -17983574.000000 Penalty: 3927.896484
	Iteration 73Q: 3 clusters Score -1.798357e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 176022 members 
Entering Unmasked Estep 
Score: -17983602.000000 Penalty: 3927.896484
	Iteration 74Q: 3 clusters Score -1.79836e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 176069 members 
Entering Unmasked Estep 
Score: -17983614.000000 Penalty: 3927.896484
	Iteration 75Q: 3 clusters Score -1.798361e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 176101 members 
Entering Unmasked Estep 
Score: -17983606.000000 Penalty: 3927.896484
	Iteration 76Q: 3 clusters Score -1.798361e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 176127 members 
Entering Unmasked Estep 
Score: -17983640.000000 Penalty: 3927.896484
	Iteration 77Q: 3 clusters Score -1.798364e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 176156 members 
Entering Unmasked Estep 
Score: -17983620.000000 Penalty: 3927.896484
	Iteration 78Q: 3 clusters Score -1.798362e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 176178 members 
Entering Unmasked Estep 
Score: -17983630.000000 Penalty: 3927.896484
	Iteration 79Q: 3 clusters Score -1.798363e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 176196 members 
Entering Unmasked Estep 
Score: -17983632.000000 Penalty: 3927.896484
	Iteration 80F: 3 clusters Score -1.798363e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 176211 members 
Entering Unmasked Estep 
Score: -17983622.000000 Penalty: 3927.896484
	Iteration 81Q: 3 clusters Score -1.798362e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 176232 members 
Entering Unmasked Estep 
Score: -17983638.000000 Penalty: 3927.896484
	Iteration 82Q: 3 clusters Score -1.798364e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 176255 members 
Entering Unmasked Estep 
Score: -17983642.000000 Penalty: 3927.896484
	Iteration 83Q: 3 clusters Score -1.798364e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 176280 members 
Entering Unmasked Estep 
Score: -17983642.000000 Penalty: 3927.896484
	Iteration 84Q: 3 clusters Score -1.798364e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 176302 members 
Entering Unmasked Estep 
Score: -17983660.000000 Penalty: 3927.896484
	Iteration 85Q: 3 clusters Score -1.798366e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 176332 members 
Entering Unmasked Estep 
Score: -17983654.000000 Penalty: 3927.896484
	Iteration 86Q: 3 clusters Score -1.798365e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 176366 members 
Entering Unmasked Estep 
Score: -17983638.000000 Penalty: 3927.896484
	Iteration 87Q: 3 clusters Score -1.798364e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 176386 members 
Entering Unmasked Estep 
Score: -17983658.000000 Penalty: 3927.896484
	Iteration 88Q: 3 clusters Score -1.798366e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 176412 members 
Entering Unmasked Estep 
Score: -17983664.000000 Penalty: 3927.896484
	Iteration 89Q: 3 clusters Score -1.798366e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 176444 members 
Entering Unmasked Estep 
Score: -17983664.000000 Penalty: 3927.896484
	Iteration 90Q: 3 clusters Score -1.798366e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 176469 members 
Entering Unmasked Estep 
Score: -17983688.000000 Penalty: 3927.896484
	Iteration 91Q: 3 clusters Score -1.798369e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 176484 members 
Entering Unmasked Estep 
Score: -17983678.000000 Penalty: 3927.896484
	Iteration 92Q: 3 clusters Score -1.798368e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 176499 members 
Entering Unmasked Estep 
Score: -17983682.000000 Penalty: 3927.896484
	Iteration 93Q: 3 clusters Score -1.798368e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 176510 members 
Entering Unmasked Estep 
Score: -17983678.000000 Penalty: 3927.896484
	Iteration 94Q: 3 clusters Score -1.798368e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 176525 members 
Entering Unmasked Estep 
Score: -17983674.000000 Penalty: 3927.896484
	Iteration 95Q: 3 clusters Score -1.798367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 176534 members 
Entering Unmasked Estep 
Score: -17983676.000000 Penalty: 3927.896484
	Iteration 96Q: 3 clusters Score -1.798368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 176544 members 
Entering Unmasked Estep 
Score: -17983678.000000 Penalty: 3927.896484
	Iteration 97Q: 3 clusters Score -1.798368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 176550 members 
Entering Unmasked Estep 
Score: -17983674.000000 Penalty: 3927.896484
	Iteration 98Q: 3 clusters Score -1.798367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 176557 members 
Entering Unmasked Estep 
Score: -17983672.000000 Penalty: 3927.896484
	Iteration 99Q: 3 clusters Score -1.798367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 176561 members 
Entering Unmasked Estep 
Score: -17983682.000000 Penalty: 3927.896484
	Iteration 100F: 3 clusters Score -1.798368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 176562 members 
Entering Unmasked Estep 
Score: -17983698.000000 Penalty: 3927.896484
	Iteration 101Q: 3 clusters Score -1.79837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 176567 members 
Entering Unmasked Estep 
Score: -17983702.000000 Penalty: 3927.896484
	Iteration 102Q: 3 clusters Score -1.79837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 176574 members 
Entering Unmasked Estep 
Score: -17983702.000000 Penalty: 3927.896484
	Iteration 103Q: 3 clusters Score -1.79837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 176580 members 
Entering Unmasked Estep 
Score: -17983706.000000 Penalty: 3927.896484
	Iteration 104Q: 3 clusters Score -1.798371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 176584 members 
Entering Unmasked Estep 
Score: -17983696.000000 Penalty: 3927.896484
	Iteration 105Q: 3 clusters Score -1.79837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 176589 members 
Entering Unmasked Estep 
Score: -17983692.000000 Penalty: 3927.896484
	Iteration 106Q: 3 clusters Score -1.798369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 176596 members 
Entering Unmasked Estep 
Score: -17983682.000000 Penalty: 3927.896484
	Iteration 107Q: 3 clusters Score -1.798368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 176603 members 
Entering Unmasked Estep 
Score: -17983670.000000 Penalty: 3927.896484
	Iteration 108Q: 3 clusters Score -1.798367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 176608 members 
Entering Unmasked Estep 
Score: -17983664.000000 Penalty: 3927.896484
	Iteration 109Q: 3 clusters Score -1.798366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 176613 members 
Entering Unmasked Estep 
Score: -17983666.000000 Penalty: 3927.896484
	Iteration 110Q: 3 clusters Score -1.798367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 176620 members 
Entering Unmasked Estep 
Score: -17983674.000000 Penalty: 3927.896484
	Iteration 111Q: 3 clusters Score -1.798367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 176625 members 
Entering Unmasked Estep 
Score: -17983694.000000 Penalty: 3927.896484
	Iteration 112Q: 3 clusters Score -1.798369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 176632 members 
Entering Unmasked Estep 
Score: -17983696.000000 Penalty: 3927.896484
	Iteration 113Q: 3 clusters Score -1.79837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 176632 members 
Entering Unmasked Estep 
Score: -17983690.000000 Penalty: 3927.896484
	Iteration 114Q: 3 clusters Score -1.798369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 176637 members 
Entering Unmasked Estep 
Score: -17983688.000000 Penalty: 3927.896484
	Iteration 115Q: 3 clusters Score -1.798369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 176643 members 
Entering Unmasked Estep 
Score: -17983688.000000 Penalty: 3927.896484
	Iteration 116Q: 3 clusters Score -1.798369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 176651 members 
Entering Unmasked Estep 
Score: -17983694.000000 Penalty: 3927.896484
	Iteration 117Q: 3 clusters Score -1.798369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 176657 members 
Entering Unmasked Estep 
Score: -17983698.000000 Penalty: 3927.896484
	Iteration 118Q: 3 clusters Score -1.79837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 176663 members 
Entering Unmasked Estep 
Score: -17983694.000000 Penalty: 3927.896484
	Iteration 119Q: 3 clusters Score -1.798369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 176668 members 
Entering Unmasked Estep 
Score: -17983700.000000 Penalty: 3927.896484
	Iteration 120F: 3 clusters Score -1.79837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 176674 members 
Entering Unmasked Estep 
Score: -17983704.000000 Penalty: 3927.896484
	Iteration 121Q: 3 clusters Score -1.79837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 176679 members 
Entering Unmasked Estep 
Score: -17983698.000000 Penalty: 3927.896484
	Iteration 122Q: 3 clusters Score -1.79837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 176687 members 
Entering Unmasked Estep 
Score: -17983686.000000 Penalty: 3927.896484
	Iteration 123Q: 3 clusters Score -1.798369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 176695 members 
Entering Unmasked Estep 
Score: -17983690.000000 Penalty: 3927.896484
	Iteration 124Q: 3 clusters Score -1.798369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 176703 members 
Entering Unmasked Estep 
Score: -17983698.000000 Penalty: 3927.896484
	Iteration 125Q: 3 clusters Score -1.79837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 176710 members 
Entering Unmasked Estep 
Score: -17983692.000000 Penalty: 3927.896484
	Iteration 126Q: 3 clusters Score -1.798369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 176719 members 
Entering Unmasked Estep 
Score: -17983684.000000 Penalty: 3927.896484
	Iteration 127Q: 3 clusters Score -1.798368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 176726 members 
Entering Unmasked Estep 
Score: -17983678.000000 Penalty: 3927.896484
	Iteration 128Q: 3 clusters Score -1.798368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 176734 members 
Entering Unmasked Estep 
Score: -17983686.000000 Penalty: 3927.896484
	Iteration 129Q: 3 clusters Score -1.798369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 176737 members 
Entering Unmasked Estep 
Score: -17983688.000000 Penalty: 3927.896484
	Iteration 130Q: 3 clusters Score -1.798369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 176739 members 
Entering Unmasked Estep 
Score: -17983684.000000 Penalty: 3927.896484
	Iteration 131Q: 3 clusters Score -1.798368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 176741 members 
Entering Unmasked Estep 
Score: -17983692.000000 Penalty: 3927.896484
	Iteration 132Q: 3 clusters Score -1.798369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 176742 members 
Entering Unmasked Estep 
Score: -17983696.000000 Penalty: 3927.896484
	Iteration 133Q: 3 clusters Score -1.79837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 176743 members 
Entering Unmasked Estep 
Score: -17983706.000000 Penalty: 3927.896484
	Iteration 134Q: 3 clusters Score -1.798371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 176743 members 
Entering Unmasked Estep 
Score: -17983706.000000 Penalty: 3927.896484
	Iteration 135F: 3 clusters Score -1.798371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Entering Unmasked Estep 
Score: -5465076.500000 Penalty: 1767.458740
	Iteration 0F: 2 clusters Score -5465076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -5429589.500000 Penalty: 3534.917480
	Iteration 0F: 3 clusters Score -5429590 nChanged 24966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -5443580.000000 Penalty: 3534.917480
	Iteration 1F: 3 clusters Score -5443580 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -5444191.000000 Penalty: 3534.917480
	Iteration 2Q: 3 clusters Score -5444191 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -5444869.000000 Penalty: 3534.917480
	Iteration 3Q: 3 clusters Score -5444869 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -5445851.500000 Penalty: 3534.917480
	Iteration 4Q: 3 clusters Score -5445852 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -5447580.500000 Penalty: 3534.917480
	Iteration 5F: 3 clusters Score -5447580 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -5450255.500000 Penalty: 3534.917480
	Iteration 6F: 3 clusters Score -5450256 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -5453936.500000 Penalty: 3534.917480
	Iteration 7F: 3 clusters Score -5453936 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -5457972.000000 Penalty: 3534.917480
	Iteration 8F: 3 clusters Score -5457972 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -5460926.500000 Penalty: 3534.917480
	Iteration 9F: 3 clusters Score -5460926 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5462536.000000 Penalty: 3534.917480
	Iteration 10Q: 3 clusters Score -5462536 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5463147.500000 Penalty: 3534.917480
	Iteration 11Q: 3 clusters Score -5463148 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52700 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5463343.500000 Penalty: 3534.917480
	Iteration 12Q: 3 clusters Score -5463344 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -5463443.500000 Penalty: 3534.917480
	Iteration 13Q: 3 clusters Score -5463444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -5463496.000000 Penalty: 3534.917480
	Iteration 14Q: 3 clusters Score -5463496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -5463524.000000 Penalty: 3534.917480
	Iteration 15Q: 3 clusters Score -5463524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5463554.000000 Penalty: 3534.917480
	Iteration 16Q: 3 clusters Score -5463554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -5463571.500000 Penalty: 3534.917480
	Iteration 17Q: 3 clusters Score -5463572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5463577.000000 Penalty: 3534.917480
	Iteration 18Q: 3 clusters Score -5463577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5463578.500000 Penalty: 3534.917480
	Iteration 19Q: 3 clusters Score -5463578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -5463576.500000 Penalty: 3534.917480
	Iteration 20F: 3 clusters Score -5463576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (231020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231020 members 
Entering Unmasked Estep 
Score: -23562050.000000 Penalty: 2006.917236
	Iteration 0F: 2 clusters Score -2.356205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115731 members 
Mstep: Class 2 contains 115289 members 
Entering Unmasked Estep 
Score: -23438480.000000 Penalty: 4013.834473
	Iteration 0F: 3 clusters Score -2.343848e+07 nChanged 112280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121519 members 
Mstep: Class 2 contains 109501 members 
Entering Unmasked Estep 
Score: -23506252.000000 Penalty: 4013.834473
	Iteration 1F: 3 clusters Score -2.350625e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125916 members 
Mstep: Class 2 contains 105104 members 
Entering Unmasked Estep 
Score: -23508934.000000 Penalty: 4013.834473
	Iteration 2Q: 3 clusters Score -2.350893e+07 nChanged 11249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132863 members 
Mstep: Class 2 contains 98157 members 
Entering Unmasked Estep 
Score: -23513516.000000 Penalty: 4013.834473
	Iteration 3Q: 3 clusters Score -2.351352e+07 nChanged 14117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142560 members 
Mstep: Class 2 contains 88460 members 
Entering Unmasked Estep 
Score: -23521022.000000 Penalty: 4013.834473
	Iteration 4F: 3 clusters Score -2.352102e+07 nChanged 16457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154649 members 
Mstep: Class 2 contains 76371 members 
Entering Unmasked Estep 
Score: -23530876.000000 Penalty: 4013.834473
	Iteration 5F: 3 clusters Score -2.353088e+07 nChanged 17314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168991 members 
Mstep: Class 2 contains 62029 members 
Entering Unmasked Estep 
Score: -23540092.000000 Penalty: 4013.834473
	Iteration 6F: 3 clusters Score -2.354009e+07 nChanged 16954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183981 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -23546910.000000 Penalty: 4013.834473
	Iteration 7F: 3 clusters Score -2.354691e+07 nChanged 14553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197166 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -23551126.000000 Penalty: 4013.834473
	Iteration 8F: 3 clusters Score -2.355113e+07 nChanged 10374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206704 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -23553884.000000 Penalty: 4013.834473
	Iteration 9Q: 3 clusters Score -2.355388e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212826 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -23555810.000000 Penalty: 4013.834473
	Iteration 10Q: 3 clusters Score -2.355581e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216654 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -23557950.000000 Penalty: 4013.834473
	Iteration 11Q: 3 clusters Score -2.355795e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219254 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -23559194.000000 Penalty: 4013.834473
	Iteration 12Q: 3 clusters Score -2.355919e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221199 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -23559988.000000 Penalty: 4013.834473
	Iteration 13Q: 3 clusters Score -2.355999e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222638 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -23560344.000000 Penalty: 4013.834473
	Iteration 14Q: 3 clusters Score -2.356034e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223777 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -23560476.000000 Penalty: 4013.834473
	Iteration 15Q: 3 clusters Score -2.356048e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224672 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -23560528.000000 Penalty: 4013.834473
	Iteration 16Q: 3 clusters Score -2.356053e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225397 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -23560604.000000 Penalty: 4013.834473
	Iteration 17Q: 3 clusters Score -2.35606e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226023 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -23560686.000000 Penalty: 4013.834473
	Iteration 18Q: 3 clusters Score -2.356069e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226554 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -23560774.000000 Penalty: 4013.834473
	Iteration 19Q: 3 clusters Score -2.356077e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227022 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -23560860.000000 Penalty: 4013.834473
	Iteration 20F: 3 clusters Score -2.356086e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227409 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -23560896.000000 Penalty: 4013.834473
	Iteration 21Q: 3 clusters Score -2.35609e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227716 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -23560960.000000 Penalty: 4013.834473
	Iteration 22Q: 3 clusters Score -2.356096e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227995 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -23560986.000000 Penalty: 4013.834473
	Iteration 23Q: 3 clusters Score -2.356099e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228271 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -23561046.000000 Penalty: 4013.834473
	Iteration 24Q: 3 clusters Score -2.356105e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228504 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -23561074.000000 Penalty: 4013.834473
	Iteration 25Q: 3 clusters Score -2.356107e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228718 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -23561070.000000 Penalty: 4013.834473
	Iteration 26Q: 3 clusters Score -2.356107e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228900 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -23561058.000000 Penalty: 4013.834473
	Iteration 27Q: 3 clusters Score -2.356106e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229045 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -23561076.000000 Penalty: 4013.834473
	Iteration 28Q: 3 clusters Score -2.356108e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229161 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -23561076.000000 Penalty: 4013.834473
	Iteration 29Q: 3 clusters Score -2.356108e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229250 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -23561088.000000 Penalty: 4013.834473
	Iteration 30Q: 3 clusters Score -2.356109e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229317 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -23561082.000000 Penalty: 4013.834473
	Iteration 31Q: 3 clusters Score -2.356108e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229369 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -23561104.000000 Penalty: 4013.834473
	Iteration 32Q: 3 clusters Score -2.35611e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229410 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -23561108.000000 Penalty: 4013.834473
	Iteration 33Q: 3 clusters Score -2.356111e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229454 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -23561116.000000 Penalty: 4013.834473
	Iteration 34Q: 3 clusters Score -2.356112e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229493 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -23561128.000000 Penalty: 4013.834473
	Iteration 35Q: 3 clusters Score -2.356113e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229523 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -23561112.000000 Penalty: 4013.834473
	Iteration 36Q: 3 clusters Score -2.356111e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229541 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -23561102.000000 Penalty: 4013.834473
	Iteration 37Q: 3 clusters Score -2.35611e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229562 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -23561102.000000 Penalty: 4013.834473
	Iteration 38Q: 3 clusters Score -2.35611e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229581 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -23561108.000000 Penalty: 4013.834473
	Iteration 39Q: 3 clusters Score -2.356111e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229595 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -23561110.000000 Penalty: 4013.834473
	Iteration 40F: 3 clusters Score -2.356111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229601 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -23561110.000000 Penalty: 4013.834473
	Iteration 41Q: 3 clusters Score -2.356111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229611 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -23561110.000000 Penalty: 4013.834473
	Iteration 42Q: 3 clusters Score -2.356111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229621 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -23561108.000000 Penalty: 4013.834473
	Iteration 43Q: 3 clusters Score -2.356111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229627 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -23561094.000000 Penalty: 4013.834473
	Iteration 44Q: 3 clusters Score -2.356109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229633 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -23561084.000000 Penalty: 4013.834473
	Iteration 45Q: 3 clusters Score -2.356108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229636 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -23561086.000000 Penalty: 4013.834473
	Iteration 46Q: 3 clusters Score -2.356109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229639 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -23561088.000000 Penalty: 4013.834473
	Iteration 47Q: 3 clusters Score -2.356109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229643 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -23561064.000000 Penalty: 4013.834473
	Iteration 48Q: 3 clusters Score -2.356106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229652 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -23561064.000000 Penalty: 4013.834473
	Iteration 49Q: 3 clusters Score -2.356106e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229663 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -23561076.000000 Penalty: 4013.834473
	Iteration 50Q: 3 clusters Score -2.356108e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229669 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -23561064.000000 Penalty: 4013.834473
	Iteration 51Q: 3 clusters Score -2.356106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229677 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -23561056.000000 Penalty: 4013.834473
	Iteration 52Q: 3 clusters Score -2.356106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229685 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -23561062.000000 Penalty: 4013.834473
	Iteration 53Q: 3 clusters Score -2.356106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229693 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -23561062.000000 Penalty: 4013.834473
	Iteration 54Q: 3 clusters Score -2.356106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229695 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -23561058.000000 Penalty: 4013.834473
	Iteration 55Q: 3 clusters Score -2.356106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229701 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -23561040.000000 Penalty: 4013.834473
	Iteration 56Q: 3 clusters Score -2.356104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229709 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -23561028.000000 Penalty: 4013.834473
	Iteration 57Q: 3 clusters Score -2.356103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229714 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -23561048.000000 Penalty: 4013.834473
	Iteration 58Q: 3 clusters Score -2.356105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229718 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -23561036.000000 Penalty: 4013.834473
	Iteration 59Q: 3 clusters Score -2.356104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229720 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -23561028.000000 Penalty: 4013.834473
	Iteration 60F: 3 clusters Score -2.356103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229719 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -23561030.000000 Penalty: 4013.834473
	Iteration 61Q: 3 clusters Score -2.356103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229719 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -23561030.000000 Penalty: 4013.834473
	Iteration 62F: 3 clusters Score -2.356103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Entering Unmasked Estep 
Score: -6438162.000000 Penalty: 1796.757080
	Iteration 0F: 2 clusters Score -6438162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -6395730.500000 Penalty: 3593.514160
	Iteration 0F: 3 clusters Score -6395730 nChanged 29968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -6412916.500000 Penalty: 3593.514160
	Iteration 1F: 3 clusters Score -6412916 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -6413697.500000 Penalty: 3593.514160
	Iteration 2Q: 3 clusters Score -6413698 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -6414684.000000 Penalty: 3593.514160
	Iteration 3Q: 3 clusters Score -6414684 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -6415852.500000 Penalty: 3593.514160
	Iteration 4Q: 3 clusters Score -6415852 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -6417336.000000 Penalty: 3593.514160
	Iteration 5F: 3 clusters Score -6417336 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -6419362.500000 Penalty: 3593.514160
	Iteration 6F: 3 clusters Score -6419362 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -6421928.500000 Penalty: 3593.514160
	Iteration 7F: 3 clusters Score -6421928 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -6425241.000000 Penalty: 3593.514160
	Iteration 8F: 3 clusters Score -6425241 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54909 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -6429065.000000 Penalty: 3593.514160
	Iteration 9F: 3 clusters Score -6429065 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -6432587.000000 Penalty: 3593.514160
	Iteration 10F: 3 clusters Score -6432587 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61087 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -6434825.000000 Penalty: 3593.514160
	Iteration 11Q: 3 clusters Score -6434825 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6435893.500000 Penalty: 3593.514160
	Iteration 12Q: 3 clusters Score -6435894 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62819 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6436333.000000 Penalty: 3593.514160
	Iteration 13Q: 3 clusters Score -6436333 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6436491.500000 Penalty: 3593.514160
	Iteration 14Q: 3 clusters Score -6436492 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63060 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6436550.000000 Penalty: 3593.514160
	Iteration 15Q: 3 clusters Score -6436550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6436577.000000 Penalty: 3593.514160
	Iteration 16Q: 3 clusters Score -6436577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6436583.500000 Penalty: 3593.514160
	Iteration 17Q: 3 clusters Score -6436584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63117 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6436596.000000 Penalty: 3593.514160
	Iteration 18Q: 3 clusters Score -6436596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6436601.000000 Penalty: 3593.514160
	Iteration 19Q: 3 clusters Score -6436601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63124 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6436605.500000 Penalty: 3593.514160
	Iteration 20F: 3 clusters Score -6436606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6436606.500000 Penalty: 3593.514160
	Iteration 21Q: 3 clusters Score -6436606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6436615.500000 Penalty: 3593.514160
	Iteration 22Q: 3 clusters Score -6436616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63134 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6436622.000000 Penalty: 3593.514160
	Iteration 23Q: 3 clusters Score -6436622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6436624.500000 Penalty: 3593.514160
	Iteration 24Q: 3 clusters Score -6436624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6436628.500000 Penalty: 3593.514160
	Iteration 25Q: 3 clusters Score -6436628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6436629.000000 Penalty: 3593.514160
	Iteration 26Q: 3 clusters Score -6436629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6436632.000000 Penalty: 3593.514160
	Iteration 27Q: 3 clusters Score -6436632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6436627.500000 Penalty: 3593.514160
	Iteration 28Q: 3 clusters Score -6436628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6436632.000000 Penalty: 3593.514160
	Iteration 29Q: 3 clusters Score -6436632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63144 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6436638.000000 Penalty: 3593.514160
	Iteration 30Q: 3 clusters Score -6436638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63146 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6436640.500000 Penalty: 3593.514160
	Iteration 31Q: 3 clusters Score -6436640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63149 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6436646.500000 Penalty: 3593.514160
	Iteration 32Q: 3 clusters Score -6436646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63148 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6436646.000000 Penalty: 3593.514160
	Iteration 33Q: 3 clusters Score -6436646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63148 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6436646.000000 Penalty: 3593.514160
	Iteration 34F: 3 clusters Score -6436646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -839118.312500 Penalty: 1462.938843
	Iteration 0F: 2 clusters Score -839118.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -833173.000000 Penalty: 2925.877686
	Iteration 0F: 3 clusters Score -833173 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -834948.125000 Penalty: 2925.877686
	Iteration 1F: 3 clusters Score -834948.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -835160.437500 Penalty: 2925.877686
	Iteration 2F: 3 clusters Score -835160.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -835335.312500 Penalty: 2925.877686
	Iteration 3Q: 3 clusters Score -835335.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -835493.625000 Penalty: 2925.877686
	Iteration 4Q: 3 clusters Score -835493.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -835631.312500 Penalty: 2925.877686
	Iteration 5Q: 3 clusters Score -835631.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -835755.875000 Penalty: 2925.877686
	Iteration 6Q: 3 clusters Score -835755.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -835902.125000 Penalty: 2925.877686
	Iteration 7Q: 3 clusters Score -835902.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -836072.687500 Penalty: 2925.877686
	Iteration 8Q: 3 clusters Score -836072.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -836294.625000 Penalty: 2925.877686
	Iteration 9Q: 3 clusters Score -836294.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -836513.625000 Penalty: 2925.877686
	Iteration 10Q: 3 clusters Score -836513.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -836723.812500 Penalty: 2925.877686
	Iteration 11Q: 3 clusters Score -836723.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -836942.937500 Penalty: 2925.877686
	Iteration 12Q: 3 clusters Score -836942.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -837166.625000 Penalty: 2925.877686
	Iteration 13Q: 3 clusters Score -837166.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -837382.687500 Penalty: 2925.877686
	Iteration 14Q: 3 clusters Score -837382.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -837524.625000 Penalty: 2925.877686
	Iteration 15Q: 3 clusters Score -837524.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -837615.125000 Penalty: 2925.877686
	Iteration 16Q: 3 clusters Score -837615.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -837677.875000 Penalty: 2925.877686
	Iteration 17Q: 3 clusters Score -837677.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -837720.500000 Penalty: 2925.877686
	Iteration 18Q: 3 clusters Score -837720.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -837761.500000 Penalty: 2925.877686
	Iteration 19Q: 3 clusters Score -837761.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -837788.687500 Penalty: 2925.877686
	Iteration 20F: 3 clusters Score -837788.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -837803.937500 Penalty: 2925.877686
	Iteration 21Q: 3 clusters Score -837803.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -837818.750000 Penalty: 2925.877686
	Iteration 22Q: 3 clusters Score -837818.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -837827.187500 Penalty: 2925.877686
	Iteration 23Q: 3 clusters Score -837827.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -837841.000000 Penalty: 2925.877686
	Iteration 24Q: 3 clusters Score -837841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -837848.812500 Penalty: 2925.877686
	Iteration 25Q: 3 clusters Score -837848.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -837849.812500 Penalty: 2925.877686
	Iteration 26Q: 3 clusters Score -837849.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -837853.312500 Penalty: 2925.877686
	Iteration 27Q: 3 clusters Score -837853.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -837855.500000 Penalty: 2925.877686
	Iteration 28Q: 3 clusters Score -837855.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -837858.187500 Penalty: 2925.877686
	Iteration 29Q: 3 clusters Score -837858.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -837859.875000 Penalty: 2925.877686
	Iteration 30Q: 3 clusters Score -837859.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -837864.812500 Penalty: 2925.877686
	Iteration 31Q: 3 clusters Score -837864.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -837870.937500 Penalty: 2925.877686
	Iteration 32Q: 3 clusters Score -837870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -837875.437500 Penalty: 2925.877686
	Iteration 33Q: 3 clusters Score -837875.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -837879.500000 Penalty: 2925.877686
	Iteration 34Q: 3 clusters Score -837879.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -837880.250000 Penalty: 2925.877686
	Iteration 35Q: 3 clusters Score -837880.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -837881.250000 Penalty: 2925.877686
	Iteration 36Q: 3 clusters Score -837881.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -837884.000000 Penalty: 2925.877686
	Iteration 37Q: 3 clusters Score -837884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -837887.500000 Penalty: 2925.877686
	Iteration 38Q: 3 clusters Score -837887.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -837887.312500 Penalty: 2925.877686
	Iteration 39Q: 3 clusters Score -837887.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -837888.687500 Penalty: 2925.877686
	Iteration 40F: 3 clusters Score -837888.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -127018.117188 Penalty: 1179.949097
	Iteration 0F: 2 clusters Score -127018.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -125311.046875 Penalty: 2359.898193
	Iteration 0F: 3 clusters Score -125311 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -125620.710938 Penalty: 2359.898193
	Iteration 1F: 3 clusters Score -125620.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -125704.890625 Penalty: 2359.898193
	Iteration 2F: 3 clusters Score -125704.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -125776.937500 Penalty: 2359.898193
	Iteration 3Q: 3 clusters Score -125776.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -125813.609375 Penalty: 2359.898193
	Iteration 4Q: 3 clusters Score -125813.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -125836.601562 Penalty: 2359.898193
	Iteration 5Q: 3 clusters Score -125836.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -125860.328125 Penalty: 2359.898193
	Iteration 6Q: 3 clusters Score -125860.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -125879.164062 Penalty: 2359.898193
	Iteration 7Q: 3 clusters Score -125879.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -125893.781250 Penalty: 2359.898193
	Iteration 8Q: 3 clusters Score -125893.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -125900.781250 Penalty: 2359.898193
	Iteration 9Q: 3 clusters Score -125900.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -125903.281250 Penalty: 2359.898193
	Iteration 10Q: 3 clusters Score -125903.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -125907.117188 Penalty: 2359.898193
	Iteration 11Q: 3 clusters Score -125907.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -125912.734375 Penalty: 2359.898193
	Iteration 12Q: 3 clusters Score -125912.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -125919.500000 Penalty: 2359.898193
	Iteration 13Q: 3 clusters Score -125919.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -125922.812500 Penalty: 2359.898193
	Iteration 14Q: 3 clusters Score -125922.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -125926.476562 Penalty: 2359.898193
	Iteration 15Q: 3 clusters Score -125926.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -125928.421875 Penalty: 2359.898193
	Iteration 16Q: 3 clusters Score -125928.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -125929.921875 Penalty: 2359.898193
	Iteration 17Q: 3 clusters Score -125929.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -125932.328125 Penalty: 2359.898193
	Iteration 18Q: 3 clusters Score -125932.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -125932.906250 Penalty: 2359.898193
	Iteration 19Q: 3 clusters Score -125932.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -125933.515625 Penalty: 2359.898193
	Iteration 20F: 3 clusters Score -125933.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -125933.742188 Penalty: 2359.898193
	Iteration 21Q: 3 clusters Score -125933.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -125933.742188 Penalty: 2359.898193
	Iteration 22F: 3 clusters Score -125933.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (61135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61135 members 
Entering Unmasked Estep 
Score: -6214160.000000 Penalty: 1790.886475
	Iteration 0F: 2 clusters Score -6214160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -6173550.000000 Penalty: 3581.772949
	Iteration 0F: 3 clusters Score -6173550 nChanged 28889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -6189754.000000 Penalty: 3581.772949
	Iteration 1F: 3 clusters Score -6189754 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -6190299.000000 Penalty: 3581.772949
	Iteration 2Q: 3 clusters Score -6190299 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -6190807.500000 Penalty: 3581.772949
	Iteration 3Q: 3 clusters Score -6190808 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -6191379.000000 Penalty: 3581.772949
	Iteration 4Q: 3 clusters Score -6191379 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -6191924.500000 Penalty: 3581.772949
	Iteration 5Q: 3 clusters Score -6191924 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -6192568.500000 Penalty: 3581.772949
	Iteration 6Q: 3 clusters Score -6192568 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -6193250.000000 Penalty: 3581.772949
	Iteration 7Q: 3 clusters Score -6193250 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -6193988.500000 Penalty: 3581.772949
	Iteration 8Q: 3 clusters Score -6193988 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -6194937.000000 Penalty: 3581.772949
	Iteration 9Q: 3 clusters Score -6194937 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -6196225.000000 Penalty: 3581.772949
	Iteration 10Q: 3 clusters Score -6196225 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -6197816.000000 Penalty: 3581.772949
	Iteration 11Q: 3 clusters Score -6197816 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -6199353.000000 Penalty: 3581.772949
	Iteration 12Q: 3 clusters Score -6199353 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -6200865.000000 Penalty: 3581.772949
	Iteration 13Q: 3 clusters Score -6200865 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -6202212.500000 Penalty: 3581.772949
	Iteration 14Q: 3 clusters Score -6202212 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -6203445.000000 Penalty: 3581.772949
	Iteration 15Q: 3 clusters Score -6203445 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -6204373.000000 Penalty: 3581.772949
	Iteration 16Q: 3 clusters Score -6204373 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -6204977.500000 Penalty: 3581.772949
	Iteration 17Q: 3 clusters Score -6204978 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -6205393.000000 Penalty: 3581.772949
	Iteration 18Q: 3 clusters Score -6205393 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -6205659.500000 Penalty: 3581.772949
	Iteration 19Q: 3 clusters Score -6205660 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -6205922.500000 Penalty: 3581.772949
	Iteration 20F: 3 clusters Score -6205922 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -6206101.500000 Penalty: 3581.772949
	Iteration 21Q: 3 clusters Score -6206102 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -6206289.500000 Penalty: 3581.772949
	Iteration 22Q: 3 clusters Score -6206290 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -6206506.000000 Penalty: 3581.772949
	Iteration 23Q: 3 clusters Score -6206506 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -6206731.500000 Penalty: 3581.772949
	Iteration 24Q: 3 clusters Score -6206732 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -6206931.000000 Penalty: 3581.772949
	Iteration 25Q: 3 clusters Score -6206931 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -6207193.000000 Penalty: 3581.772949
	Iteration 26Q: 3 clusters Score -6207193 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -6207466.000000 Penalty: 3581.772949
	Iteration 27Q: 3 clusters Score -6207466 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -6207769.500000 Penalty: 3581.772949
	Iteration 28Q: 3 clusters Score -6207770 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -6208140.000000 Penalty: 3581.772949
	Iteration 29Q: 3 clusters Score -6208140 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -6208502.000000 Penalty: 3581.772949
	Iteration 30Q: 3 clusters Score -6208502 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -6208918.500000 Penalty: 3581.772949
	Iteration 31Q: 3 clusters Score -6208918 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -6209404.000000 Penalty: 3581.772949
	Iteration 32Q: 3 clusters Score -6209404 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -6209856.000000 Penalty: 3581.772949
	Iteration 33Q: 3 clusters Score -6209856 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 56328 members 
Entering Unmasked Estep 
Score: -6210361.000000 Penalty: 3581.772949
	Iteration 34Q: 3 clusters Score -6210361 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 57192 members 
Entering Unmasked Estep 
Score: -6210805.000000 Penalty: 3581.772949
	Iteration 35Q: 3 clusters Score -6210805 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -6211153.500000 Penalty: 3581.772949
	Iteration 36Q: 3 clusters Score -6211154 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 58558 members 
Entering Unmasked Estep 
Score: -6211458.000000 Penalty: 3581.772949
	Iteration 37Q: 3 clusters Score -6211458 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -6211734.000000 Penalty: 3581.772949
	Iteration 38Q: 3 clusters Score -6211734 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 59453 members 
Entering Unmasked Estep 
Score: -6211927.000000 Penalty: 3581.772949
	Iteration 39Q: 3 clusters Score -6211927 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -6212082.000000 Penalty: 3581.772949
	Iteration 40F: 3 clusters Score -6212082 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 59956 members 
Entering Unmasked Estep 
Score: -6212219.000000 Penalty: 3581.772949
	Iteration 41Q: 3 clusters Score -6212219 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 60121 members 
Entering Unmasked Estep 
Score: -6212330.000000 Penalty: 3581.772949
	Iteration 42Q: 3 clusters Score -6212330 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 60245 members 
Entering Unmasked Estep 
Score: -6212405.000000 Penalty: 3581.772949
	Iteration 43Q: 3 clusters Score -6212405 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -6212465.500000 Penalty: 3581.772949
	Iteration 44Q: 3 clusters Score -6212466 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -6212506.000000 Penalty: 3581.772949
	Iteration 45Q: 3 clusters Score -6212506 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -6212525.000000 Penalty: 3581.772949
	Iteration 46Q: 3 clusters Score -6212525 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -6212545.000000 Penalty: 3581.772949
	Iteration 47Q: 3 clusters Score -6212545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 60522 members 
Entering Unmasked Estep 
Score: -6212565.500000 Penalty: 3581.772949
	Iteration 48Q: 3 clusters Score -6212566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -6212583.000000 Penalty: 3581.772949
	Iteration 49Q: 3 clusters Score -6212583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 60568 members 
Entering Unmasked Estep 
Score: -6212604.000000 Penalty: 3581.772949
	Iteration 50Q: 3 clusters Score -6212604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 60586 members 
Entering Unmasked Estep 
Score: -6212607.500000 Penalty: 3581.772949
	Iteration 51Q: 3 clusters Score -6212608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -6212620.000000 Penalty: 3581.772949
	Iteration 52Q: 3 clusters Score -6212620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -6212628.500000 Penalty: 3581.772949
	Iteration 53Q: 3 clusters Score -6212628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 60617 members 
Entering Unmasked Estep 
Score: -6212634.000000 Penalty: 3581.772949
	Iteration 54Q: 3 clusters Score -6212634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -6212638.000000 Penalty: 3581.772949
	Iteration 55Q: 3 clusters Score -6212638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -6212641.000000 Penalty: 3581.772949
	Iteration 56Q: 3 clusters Score -6212641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 60639 members 
Entering Unmasked Estep 
Score: -6212644.000000 Penalty: 3581.772949
	Iteration 57Q: 3 clusters Score -6212644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
Score: -6212650.500000 Penalty: 3581.772949
	Iteration 58Q: 3 clusters Score -6212650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 60657 members 
Entering Unmasked Estep 
Score: -6212659.000000 Penalty: 3581.772949
	Iteration 59Q: 3 clusters Score -6212659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -6212660.500000 Penalty: 3581.772949
	Iteration 60F: 3 clusters Score -6212660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -6212667.000000 Penalty: 3581.772949
	Iteration 61Q: 3 clusters Score -6212667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 60674 members 
Entering Unmasked Estep 
Score: -6212660.500000 Penalty: 3581.772949
	Iteration 62Q: 3 clusters Score -6212660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
Score: -6212676.000000 Penalty: 3581.772949
	Iteration 63Q: 3 clusters Score -6212676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 60688 members 
Entering Unmasked Estep 
Score: -6212679.500000 Penalty: 3581.772949
	Iteration 64Q: 3 clusters Score -6212680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 60695 members 
Entering Unmasked Estep 
Score: -6212685.000000 Penalty: 3581.772949
	Iteration 65Q: 3 clusters Score -6212685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -6212688.000000 Penalty: 3581.772949
	Iteration 66Q: 3 clusters Score -6212688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 60702 members 
Entering Unmasked Estep 
Score: -6212688.500000 Penalty: 3581.772949
	Iteration 67Q: 3 clusters Score -6212688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 60706 members 
Entering Unmasked Estep 
Score: -6212695.000000 Penalty: 3581.772949
	Iteration 68Q: 3 clusters Score -6212695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -6212695.000000 Penalty: 3581.772949
	Iteration 69Q: 3 clusters Score -6212695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -6212694.500000 Penalty: 3581.772949
	Iteration 70Q: 3 clusters Score -6212694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -6212693.500000 Penalty: 3581.772949
	Iteration 71Q: 3 clusters Score -6212694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -6212695.500000 Penalty: 3581.772949
	Iteration 72Q: 3 clusters Score -6212696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -6212693.500000 Penalty: 3581.772949
	Iteration 73Q: 3 clusters Score -6212694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 60710 members 
Entering Unmasked Estep 
Score: -6212696.000000 Penalty: 3581.772949
	Iteration 74Q: 3 clusters Score -6212696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 60710 members 
Entering Unmasked Estep 
Score: -6212696.000000 Penalty: 3581.772949
	Iteration 75F: 3 clusters Score -6212696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (195097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195097 members 
Entering Unmasked Estep 
Score: -20010902.000000 Penalty: 1979.453491
	Iteration 0F: 2 clusters Score -2.00109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97332 members 
Mstep: Class 2 contains 97765 members 
Entering Unmasked Estep 
Score: -19906340.000000 Penalty: 3958.906982
	Iteration 0F: 3 clusters Score -1.990634e+07 nChanged 94816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 102461 members 
Entering Unmasked Estep 
Score: -19961486.000000 Penalty: 3958.906982
	Iteration 1F: 3 clusters Score -1.996149e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89710 members 
Mstep: Class 2 contains 105387 members 
Entering Unmasked Estep 
Score: -19962632.000000 Penalty: 3958.906982
	Iteration 2Q: 3 clusters Score -1.996263e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85192 members 
Mstep: Class 2 contains 109905 members 
Entering Unmasked Estep 
Score: -19964700.000000 Penalty: 3958.906982
	Iteration 3Q: 3 clusters Score -1.99647e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78156 members 
Mstep: Class 2 contains 116941 members 
Entering Unmasked Estep 
Score: -19968234.000000 Penalty: 3958.906982
	Iteration 4Q: 3 clusters Score -1.996823e+07 nChanged 11865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67973 members 
Mstep: Class 2 contains 127124 members 
Entering Unmasked Estep 
Score: -19975736.000000 Penalty: 3958.906982
	Iteration 5F: 3 clusters Score -1.997574e+07 nChanged 14578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 140118 members 
Entering Unmasked Estep 
Score: -19987160.000000 Penalty: 3958.906982
	Iteration 6F: 3 clusters Score -1.998716e+07 nChanged 14623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 153169 members 
Entering Unmasked Estep 
Score: -19997510.000000 Penalty: 3958.906982
	Iteration 7F: 3 clusters Score -1.999751e+07 nChanged 12364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 163887 members 
Entering Unmasked Estep 
Score: -20004806.000000 Penalty: 3958.906982
	Iteration 8F: 3 clusters Score -2.000481e+07 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 170752 members 
Entering Unmasked Estep 
Score: -20008078.000000 Penalty: 3958.906982
	Iteration 9Q: 3 clusters Score -2.000808e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 174827 members 
Entering Unmasked Estep 
Score: -20009204.000000 Penalty: 3958.906982
	Iteration 10Q: 3 clusters Score -2.00092e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 177461 members 
Entering Unmasked Estep 
Score: -20009562.000000 Penalty: 3958.906982
	Iteration 11Q: 3 clusters Score -2.000956e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 179425 members 
Entering Unmasked Estep 
Score: -20009470.000000 Penalty: 3958.906982
	Iteration 12Q: 3 clusters Score -2.000947e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 180934 members 
Entering Unmasked Estep 
Score: -20009282.000000 Penalty: 3958.906982
	Iteration 13Q: 3 clusters Score -2.000928e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 182223 members 
Entering Unmasked Estep 
Score: -20009078.000000 Penalty: 3958.906982
	Iteration 14Q: 3 clusters Score -2.000908e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 183304 members 
Entering Unmasked Estep 
Score: -20008946.000000 Penalty: 3958.906982
	Iteration 15Q: 3 clusters Score -2.000895e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 184259 members 
Entering Unmasked Estep 
Score: -20008890.000000 Penalty: 3958.906982
	Iteration 16Q: 3 clusters Score -2.000889e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 185104 members 
Entering Unmasked Estep 
Score: -20008910.000000 Penalty: 3958.906982
	Iteration 17Q: 3 clusters Score -2.000891e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 185914 members 
Entering Unmasked Estep 
Score: -20008892.000000 Penalty: 3958.906982
	Iteration 18Q: 3 clusters Score -2.000889e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 186603 members 
Entering Unmasked Estep 
Score: -20008912.000000 Penalty: 3958.906982
	Iteration 19Q: 3 clusters Score -2.000891e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 187184 members 
Entering Unmasked Estep 
Score: -20008904.000000 Penalty: 3958.906982
	Iteration 20F: 3 clusters Score -2.00089e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 187713 members 
Entering Unmasked Estep 
Score: -20008874.000000 Penalty: 3958.906982
	Iteration 21Q: 3 clusters Score -2.000887e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 188199 members 
Entering Unmasked Estep 
Score: -20008916.000000 Penalty: 3958.906982
	Iteration 22Q: 3 clusters Score -2.000892e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 188632 members 
Entering Unmasked Estep 
Score: -20008984.000000 Penalty: 3958.906982
	Iteration 23Q: 3 clusters Score -2.000898e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 189037 members 
Entering Unmasked Estep 
Score: -20008992.000000 Penalty: 3958.906982
	Iteration 24Q: 3 clusters Score -2.000899e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 189373 members 
Entering Unmasked Estep 
Score: -20009040.000000 Penalty: 3958.906982
	Iteration 25Q: 3 clusters Score -2.000904e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 189693 members 
Entering Unmasked Estep 
Score: -20009042.000000 Penalty: 3958.906982
	Iteration 26Q: 3 clusters Score -2.000904e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 189969 members 
Entering Unmasked Estep 
Score: -20009046.000000 Penalty: 3958.906982
	Iteration 27Q: 3 clusters Score -2.000905e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 190239 members 
Entering Unmasked Estep 
Score: -20009042.000000 Penalty: 3958.906982
	Iteration 28Q: 3 clusters Score -2.000904e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 190503 members 
Entering Unmasked Estep 
Score: -20009088.000000 Penalty: 3958.906982
	Iteration 29Q: 3 clusters Score -2.000909e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 190752 members 
Entering Unmasked Estep 
Score: -20009052.000000 Penalty: 3958.906982
	Iteration 30Q: 3 clusters Score -2.000905e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 190982 members 
Entering Unmasked Estep 
Score: -20009028.000000 Penalty: 3958.906982
	Iteration 31Q: 3 clusters Score -2.000903e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 191180 members 
Entering Unmasked Estep 
Score: -20009046.000000 Penalty: 3958.906982
	Iteration 32Q: 3 clusters Score -2.000905e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 191363 members 
Entering Unmasked Estep 
Score: -20009044.000000 Penalty: 3958.906982
	Iteration 33Q: 3 clusters Score -2.000904e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 191522 members 
Entering Unmasked Estep 
Score: -20009040.000000 Penalty: 3958.906982
	Iteration 34Q: 3 clusters Score -2.000904e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 191667 members 
Entering Unmasked Estep 
Score: -20009024.000000 Penalty: 3958.906982
	Iteration 35Q: 3 clusters Score -2.000902e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 191794 members 
Entering Unmasked Estep 
Score: -20009078.000000 Penalty: 3958.906982
	Iteration 36Q: 3 clusters Score -2.000908e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 191920 members 
Entering Unmasked Estep 
Score: -20009050.000000 Penalty: 3958.906982
	Iteration 37Q: 3 clusters Score -2.000905e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 192040 members 
Entering Unmasked Estep 
Score: -20009122.000000 Penalty: 3958.906982
	Iteration 38Q: 3 clusters Score -2.000912e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 192150 members 
Entering Unmasked Estep 
Score: -20009184.000000 Penalty: 3958.906982
	Iteration 39Q: 3 clusters Score -2.000918e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 192263 members 
Entering Unmasked Estep 
Score: -20009178.000000 Penalty: 3958.906982
	Iteration 40F: 3 clusters Score -2.000918e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 192358 members 
Entering Unmasked Estep 
Score: -20009186.000000 Penalty: 3958.906982
	Iteration 41Q: 3 clusters Score -2.000919e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 192445 members 
Entering Unmasked Estep 
Score: -20009214.000000 Penalty: 3958.906982
	Iteration 42Q: 3 clusters Score -2.000921e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 192520 members 
Entering Unmasked Estep 
Score: -20009238.000000 Penalty: 3958.906982
	Iteration 43Q: 3 clusters Score -2.000924e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 192605 members 
Entering Unmasked Estep 
Score: -20009238.000000 Penalty: 3958.906982
	Iteration 44Q: 3 clusters Score -2.000924e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 192688 members 
Entering Unmasked Estep 
Score: -20009258.000000 Penalty: 3958.906982
	Iteration 45Q: 3 clusters Score -2.000926e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 192752 members 
Entering Unmasked Estep 
Score: -20009290.000000 Penalty: 3958.906982
	Iteration 46Q: 3 clusters Score -2.000929e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 192814 members 
Entering Unmasked Estep 
Score: -20009304.000000 Penalty: 3958.906982
	Iteration 47Q: 3 clusters Score -2.00093e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 192869 members 
Entering Unmasked Estep 
Score: -20009302.000000 Penalty: 3958.906982
	Iteration 48Q: 3 clusters Score -2.00093e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 192929 members 
Entering Unmasked Estep 
Score: -20009316.000000 Penalty: 3958.906982
	Iteration 49Q: 3 clusters Score -2.000932e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 192999 members 
Entering Unmasked Estep 
Score: -20009350.000000 Penalty: 3958.906982
	Iteration 50Q: 3 clusters Score -2.000935e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 193064 members 
Entering Unmasked Estep 
Score: -20009368.000000 Penalty: 3958.906982
	Iteration 51Q: 3 clusters Score -2.000937e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 193120 members 
Entering Unmasked Estep 
Score: -20009368.000000 Penalty: 3958.906982
	Iteration 52Q: 3 clusters Score -2.000937e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 193183 members 
Entering Unmasked Estep 
Score: -20009392.000000 Penalty: 3958.906982
	Iteration 53Q: 3 clusters Score -2.000939e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 193235 members 
Entering Unmasked Estep 
Score: -20009394.000000 Penalty: 3958.906982
	Iteration 54Q: 3 clusters Score -2.000939e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 193269 members 
Entering Unmasked Estep 
Score: -20009440.000000 Penalty: 3958.906982
	Iteration 55Q: 3 clusters Score -2.000944e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 193315 members 
Entering Unmasked Estep 
Score: -20009446.000000 Penalty: 3958.906982
	Iteration 56Q: 3 clusters Score -2.000945e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 193355 members 
Entering Unmasked Estep 
Score: -20009474.000000 Penalty: 3958.906982
	Iteration 57Q: 3 clusters Score -2.000947e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 193379 members 
Entering Unmasked Estep 
Score: -20009486.000000 Penalty: 3958.906982
	Iteration 58Q: 3 clusters Score -2.000949e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 193393 members 
Entering Unmasked Estep 
Score: -20009494.000000 Penalty: 3958.906982
	Iteration 59Q: 3 clusters Score -2.000949e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 193405 members 
Entering Unmasked Estep 
Score: -20009522.000000 Penalty: 3958.906982
	Iteration 60F: 3 clusters Score -2.000952e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 193422 members 
Entering Unmasked Estep 
Score: -20009516.000000 Penalty: 3958.906982
	Iteration 61Q: 3 clusters Score -2.000952e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 193426 members 
Entering Unmasked Estep 
Score: -20009528.000000 Penalty: 3958.906982
	Iteration 62Q: 3 clusters Score -2.000953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 193425 members 
Entering Unmasked Estep 
Score: -20009540.000000 Penalty: 3958.906982
	Iteration 63Q: 3 clusters Score -2.000954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 193429 members 
Entering Unmasked Estep 
Score: -20009542.000000 Penalty: 3958.906982
	Iteration 64Q: 3 clusters Score -2.000954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 193432 members 
Entering Unmasked Estep 
Score: -20009560.000000 Penalty: 3958.906982
	Iteration 65Q: 3 clusters Score -2.000956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 193432 members 
Entering Unmasked Estep 
Score: -20009540.000000 Penalty: 3958.906982
	Iteration 66Q: 3 clusters Score -2.000954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 193435 members 
Entering Unmasked Estep 
Score: -20009542.000000 Penalty: 3958.906982
	Iteration 67Q: 3 clusters Score -2.000954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 193442 members 
Entering Unmasked Estep 
Score: -20009530.000000 Penalty: 3958.906982
	Iteration 68Q: 3 clusters Score -2.000953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 193444 members 
Entering Unmasked Estep 
Score: -20009538.000000 Penalty: 3958.906982
	Iteration 69Q: 3 clusters Score -2.000954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 193448 members 
Entering Unmasked Estep 
Score: -20009534.000000 Penalty: 3958.906982
	Iteration 70Q: 3 clusters Score -2.000953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 193451 members 
Entering Unmasked Estep 
Score: -20009546.000000 Penalty: 3958.906982
	Iteration 71Q: 3 clusters Score -2.000955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 193457 members 
Entering Unmasked Estep 
Score: -20009554.000000 Penalty: 3958.906982
	Iteration 72Q: 3 clusters Score -2.000955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 193462 members 
Entering Unmasked Estep 
Score: -20009564.000000 Penalty: 3958.906982
	Iteration 73Q: 3 clusters Score -2.000956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 193465 members 
Entering Unmasked Estep 
Score: -20009566.000000 Penalty: 3958.906982
	Iteration 74Q: 3 clusters Score -2.000957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 193464 members 
Entering Unmasked Estep 
Score: -20009566.000000 Penalty: 3958.906982
	Iteration 75Q: 3 clusters Score -2.000957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 193465 members 
Entering Unmasked Estep 
Score: -20009552.000000 Penalty: 3958.906982
	Iteration 76Q: 3 clusters Score -2.000955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 193465 members 
Entering Unmasked Estep 
Score: -20009556.000000 Penalty: 3958.906982
	Iteration 77Q: 3 clusters Score -2.000956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 193463 members 
Entering Unmasked Estep 
Score: -20009554.000000 Penalty: 3958.906982
	Iteration 78Q: 3 clusters Score -2.000955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 193462 members 
Entering Unmasked Estep 
Score: -20009556.000000 Penalty: 3958.906982
	Iteration 79Q: 3 clusters Score -2.000956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 193462 members 
Entering Unmasked Estep 
Score: -20009560.000000 Penalty: 3958.906982
	Iteration 80F: 3 clusters Score -2.000956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 219761 members 
Mstep: Class 3 contains 3039 members 
Mstep: Class 4 contains 191221 members 
Mstep: Class 5 contains 34441 members 
Mstep: Class 6 contains 2039 members 
Mstep: Class 7 contains 8341 members 
Mstep: Class 9 contains 177342 members 
Mstep: Class 11 contains 52927 members 
Mstep: Class 12 contains 231020 members 
Mstep: Class 16 contains 63384 members 
Mstep: Class 17 contains 8125 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 61135 members 
Mstep: Class 22 contains 195097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127857680.000000 Penalty: 38861.996094
Iteration 39Q: 18 clusters Score -1.278577e+08 nChanged 13911
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 216742 members 
Mstep: Class 3 contains 2974 members 
Mstep: Class 4 contains 188937 members 
Mstep: Class 5 contains 35343 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 8317 members 
Mstep: Class 8 contains 2831 members 
Mstep: Class 9 contains 177253 members 
Mstep: Class 10 contains 1756 members 
Mstep: Class 11 contains 55074 members 
Mstep: Class 12 contains 230159 members 
Mstep: Class 16 contains 63740 members 
Mstep: Class 17 contains 8141 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 61270 members 
Mstep: Class 22 contains 196077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127864072.000000 Penalty: 38861.996094
Iteration 40F: 18 clusters Score -1.278641e+08 nChanged 15955
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 213730 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 186265 members 
Mstep: Class 5 contains 35856 members 
Mstep: Class 6 contains 1941 members 
Mstep: Class 7 contains 8302 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 175576 members 
Mstep: Class 10 contains 1776 members 
Mstep: Class 11 contains 58964 members 
Mstep: Class 12 contains 228619 members 
Mstep: Class 16 contains 65380 members 
Mstep: Class 17 contains 8144 members 
Mstep: Class 20 contains 1788 members 
Mstep: Class 21 contains 62112 members 
Mstep: Class 22 contains 196647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127868448.000000 Penalty: 38861.996094
Iteration 41Q: 18 clusters Score -1.278684e+08 nChanged 17040
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 211245 members 
Mstep: Class 3 contains 2854 members 
Mstep: Class 4 contains 183447 members 
Mstep: Class 5 contains 36330 members 
Mstep: Class 6 contains 1894 members 
Mstep: Class 7 contains 8304 members 
Mstep: Class 8 contains 3046 members 
Mstep: Class 9 contains 174206 members 
Mstep: Class 10 contains 1795 members 
Mstep: Class 11 contains 63163 members 
Mstep: Class 12 contains 227140 members 
Mstep: Class 16 contains 66534 members 
Mstep: Class 17 contains 8156 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 21 contains 62766 members 
Mstep: Class 22 contains 197187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127871176.000000 Penalty: 38861.996094
Iteration 42Q: 18 clusters Score -1.278712e+08 nChanged 16020
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 208836 members 
Mstep: Class 3 contains 2811 members 
Mstep: Class 4 contains 180576 members 
Mstep: Class 5 contains 36689 members 
Mstep: Class 6 contains 1842 members 
Mstep: Class 7 contains 8302 members 
Mstep: Class 8 contains 3170 members 
Mstep: Class 9 contains 173104 members 
Mstep: Class 10 contains 1832 members 
Mstep: Class 11 contains 67704 members 
Mstep: Class 12 contains 225724 members 
Mstep: Class 16 contains 67408 members 
Mstep: Class 17 contains 8170 members 
Mstep: Class 20 contains 2084 members 
Mstep: Class 21 contains 63330 members 
Mstep: Class 22 contains 197765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127873456.000000 Penalty: 38861.996094
Iteration 43Q: 18 clusters Score -1.278735e+08 nChanged 15313
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 206217 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 177779 members 
Mstep: Class 5 contains 36979 members 
Mstep: Class 6 contains 1792 members 
Mstep: Class 7 contains 8305 members 
Mstep: Class 8 contains 3300 members 
Mstep: Class 9 contains 172179 members 
Mstep: Class 10 contains 1862 members 
Mstep: Class 11 contains 72736 members 
Mstep: Class 12 contains 224160 members 
Mstep: Class 16 contains 68100 members 
Mstep: Class 17 contains 8242 members 
Mstep: Class 20 contains 2153 members 
Mstep: Class 21 contains 63743 members 
Mstep: Class 22 contains 198523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127876096.000000 Penalty: 38861.996094
Iteration 44Q: 18 clusters Score -1.278761e+08 nChanged 14972
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 203725 members 
Mstep: Class 3 contains 2679 members 
Mstep: Class 4 contains 174946 members 
Mstep: Class 5 contains 37258 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 8333 members 
Mstep: Class 8 contains 3420 members 
Mstep: Class 9 contains 171461 members 
Mstep: Class 10 contains 1904 members 
Mstep: Class 11 contains 78234 members 
Mstep: Class 12 contains 222374 members 
Mstep: Class 16 contains 68602 members 
Mstep: Class 17 contains 8304 members 
Mstep: Class 20 contains 2171 members 
Mstep: Class 21 contains 64021 members 
Mstep: Class 22 contains 199254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127878944.000000 Penalty: 38861.996094
Iteration 45Q: 18 clusters Score -1.278789e+08 nChanged 14986
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 200981 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 172136 members 
Mstep: Class 5 contains 37522 members 
Mstep: Class 6 contains 1695 members 
Mstep: Class 7 contains 8353 members 
Mstep: Class 8 contains 3534 members 
Mstep: Class 9 contains 170865 members 
Mstep: Class 10 contains 1948 members 
Mstep: Class 11 contains 84129 members 
Mstep: Class 12 contains 220392 members 
Mstep: Class 16 contains 68990 members 
Mstep: Class 17 contains 8381 members 
Mstep: Class 20 contains 2195 members 
Mstep: Class 21 contains 64239 members 
Mstep: Class 22 contains 200121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127881424.000000 Penalty: 38861.996094
Iteration 46Q: 18 clusters Score -1.278814e+08 nChanged 14984
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 198325 members 
Mstep: Class 3 contains 2506 members 
Mstep: Class 4 contains 169224 members 
Mstep: Class 5 contains 37790 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 7 contains 8386 members 
Mstep: Class 8 contains 3649 members 
Mstep: Class 9 contains 170280 members 
Mstep: Class 10 contains 1985 members 
Mstep: Class 11 contains 90511 members 
Mstep: Class 12 contains 218268 members 
Mstep: Class 16 contains 69277 members 
Mstep: Class 17 contains 8459 members 
Mstep: Class 20 contains 2220 members 
Mstep: Class 21 contains 64262 members 
Mstep: Class 22 contains 201015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127883392.000000 Penalty: 38861.996094
Iteration 47Q: 18 clusters Score -1.278834e+08 nChanged 15070
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 195719 members 
Mstep: Class 3 contains 2421 members 
Mstep: Class 4 contains 166433 members 
Mstep: Class 5 contains 38039 members 
Mstep: Class 6 contains 1602 members 
Mstep: Class 7 contains 8421 members 
Mstep: Class 8 contains 3751 members 
Mstep: Class 9 contains 169641 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 97220 members 
Mstep: Class 12 contains 215908 members 
Mstep: Class 16 contains 69498 members 
Mstep: Class 17 contains 8533 members 
Mstep: Class 20 contains 2246 members 
Mstep: Class 21 contains 64159 members 
Mstep: Class 22 contains 202059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127885272.000000 Penalty: 38861.996094
Iteration 48Q: 18 clusters Score -1.278853e+08 nChanged 15131
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 193202 members 
Mstep: Class 3 contains 2343 members 
Mstep: Class 4 contains 163642 members 
Mstep: Class 5 contains 38333 members 
Mstep: Class 6 contains 1555 members 
Mstep: Class 7 contains 8461 members 
Mstep: Class 8 contains 3859 members 
Mstep: Class 9 contains 169029 members 
Mstep: Class 10 contains 2069 members 
Mstep: Class 11 contains 104243 members 
Mstep: Class 12 contains 213143 members 
Mstep: Class 16 contains 69605 members 
Mstep: Class 17 contains 8655 members 
Mstep: Class 20 contains 2269 members 
Mstep: Class 21 contains 63920 members 
Mstep: Class 22 contains 203343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2279.948242 but Gain 2286.000000
Score: -127887936.000000 Penalty: 36575.996094
Iteration 49Q: 17 clusters Score -1.278879e+08 nChanged 16719
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 190806 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 161110 members 
Mstep: Class 5 contains 38633 members 
Mstep: Class 7 contains 8508 members 
Mstep: Class 8 contains 3959 members 
Mstep: Class 9 contains 168545 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 111560 members 
Mstep: Class 12 contains 210340 members 
Mstep: Class 16 contains 70151 members 
Mstep: Class 17 contains 8815 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 63794 members 
Mstep: Class 22 contains 204904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127892488.000000 Penalty: 36575.996094
Iteration 50Q: 17 clusters Score -1.278925e+08 nChanged 14840
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 188374 members 
Mstep: Class 3 contains 2184 members 
Mstep: Class 4 contains 158786 members 
Mstep: Class 5 contains 38905 members 
Mstep: Class 7 contains 8558 members 
Mstep: Class 8 contains 4028 members 
Mstep: Class 9 contains 167854 members 
Mstep: Class 10 contains 2122 members 
Mstep: Class 11 contains 118831 members 
Mstep: Class 12 contains 207085 members 
Mstep: Class 16 contains 70323 members 
Mstep: Class 17 contains 8997 members 
Mstep: Class 20 contains 2316 members 
Mstep: Class 21 contains 63401 members 
Mstep: Class 22 contains 206190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127896016.000000 Penalty: 36575.996094
Iteration 51Q: 17 clusters Score -1.27896e+08 nChanged 14085
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 185988 members 
Mstep: Class 3 contains 2078 members 
Mstep: Class 4 contains 156829 members 
Mstep: Class 5 contains 39116 members 
Mstep: Class 7 contains 8614 members 
Mstep: Class 8 contains 4088 members 
Mstep: Class 9 contains 167135 members 
Mstep: Class 10 contains 2153 members 
Mstep: Class 11 contains 126079 members 
Mstep: Class 12 contains 203715 members 
Mstep: Class 16 contains 70394 members 
Mstep: Class 17 contains 9191 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 62945 members 
Mstep: Class 22 contains 207455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127898320.000000 Penalty: 36575.996094
Iteration 52Q: 17 clusters Score -1.278983e+08 nChanged 13219
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 183533 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 155172 members 
Mstep: Class 5 contains 39278 members 
Mstep: Class 7 contains 8693 members 
Mstep: Class 8 contains 4141 members 
Mstep: Class 9 contains 166463 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 133132 members 
Mstep: Class 12 contains 200407 members 
Mstep: Class 16 contains 70369 members 
Mstep: Class 17 contains 9405 members 
Mstep: Class 20 contains 2352 members 
Mstep: Class 21 contains 62433 members 
Mstep: Class 22 contains 208688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127901104.000000 Penalty: 36575.996094
Iteration 53Q: 17 clusters Score -1.279011e+08 nChanged 12287
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 181352 members 
Mstep: Class 3 contains 1906 members 
Mstep: Class 4 contains 153774 members 
Mstep: Class 5 contains 39404 members 
Mstep: Class 7 contains 8792 members 
Mstep: Class 8 contains 4173 members 
Mstep: Class 9 contains 165831 members 
Mstep: Class 10 contains 2225 members 
Mstep: Class 11 contains 139805 members 
Mstep: Class 12 contains 197275 members 
Mstep: Class 16 contains 70258 members 
Mstep: Class 17 contains 9630 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 61892 members 
Mstep: Class 22 contains 209704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127903184.000000 Penalty: 36575.996094
Iteration 54Q: 17 clusters Score -1.279032e+08 nChanged 11312
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 179315 members 
Mstep: Class 3 contains 1827 members 
Mstep: Class 4 contains 152515 members 
Mstep: Class 5 contains 39527 members 
Mstep: Class 7 contains 8901 members 
Mstep: Class 8 contains 4201 members 
Mstep: Class 9 contains 165231 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 146122 members 
Mstep: Class 12 contains 194441 members 
Mstep: Class 16 contains 70087 members 
Mstep: Class 17 contains 9838 members 
Mstep: Class 20 contains 2398 members 
Mstep: Class 21 contains 61317 members 
Mstep: Class 22 contains 210567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127905928.000000 Penalty: 36575.996094
Iteration 55Q: 17 clusters Score -1.279059e+08 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 176817 members 
Mstep: Class 3 contains 1752 members 
Mstep: Class 4 contains 151085 members 
Mstep: Class 5 contains 39485 members 
Mstep: Class 7 contains 9015 members 
Mstep: Class 8 contains 4216 members 
Mstep: Class 9 contains 164315 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 153580 members 
Mstep: Class 12 contains 192164 members 
Mstep: Class 16 contains 69661 members 
Mstep: Class 17 contains 9962 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 60650 members 
Mstep: Class 22 contains 211236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127908248.000000 Penalty: 36575.996094
Iteration 56Q: 17 clusters Score -1.279082e+08 nChanged 13748
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 173791 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 149222 members 
Mstep: Class 5 contains 39157 members 
Mstep: Class 7 contains 9132 members 
Mstep: Class 8 contains 4234 members 
Mstep: Class 9 contains 162912 members 
Mstep: Class 10 contains 2319 members 
Mstep: Class 11 contains 162676 members 
Mstep: Class 12 contains 190763 members 
Mstep: Class 16 contains 68975 members 
Mstep: Class 17 contains 9935 members 
Mstep: Class 20 contains 2435 members 
Mstep: Class 21 contains 59831 members 
Mstep: Class 22 contains 211633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2280.839600 but Gain 2286.000000
Score: -127910376.000000 Penalty: 34289.996094
Iteration 57Q: 16 clusters Score -1.279104e+08 nChanged 17776
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 170389 members 
Mstep: Class 4 contains 147347 members 
Mstep: Class 5 contains 38551 members 
Mstep: Class 7 contains 9265 members 
Mstep: Class 8 contains 4245 members 
Mstep: Class 9 contains 161023 members 
Mstep: Class 10 contains 2352 members 
Mstep: Class 11 contains 173143 members 
Mstep: Class 12 contains 190521 members 
Mstep: Class 16 contains 68226 members 
Mstep: Class 17 contains 9771 members 
Mstep: Class 20 contains 2451 members 
Mstep: Class 21 contains 59083 members 
Mstep: Class 22 contains 212340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127912880.000000 Penalty: 34289.996094
Iteration 58Q: 16 clusters Score -1.279129e+08 nChanged 19615
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 166053 members 
Mstep: Class 4 contains 144876 members 
Mstep: Class 5 contains 37542 members 
Mstep: Class 7 contains 9419 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 158544 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 185074 members 
Mstep: Class 12 contains 191348 members 
Mstep: Class 16 contains 67086 members 
Mstep: Class 17 contains 9410 members 
Mstep: Class 20 contains 2463 members 
Mstep: Class 21 contains 58238 members 
Mstep: Class 22 contains 211989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127912376.000000 Penalty: 34289.996094
Iteration 59Q: 16 clusters Score -1.279124e+08 nChanged 24033
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 160178 members 
Mstep: Class 4 contains 142529 members 
Mstep: Class 5 contains 36355 members 
Mstep: Class 7 contains 9575 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 155877 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 197611 members 
Mstep: Class 12 contains 193860 members 
Mstep: Class 16 contains 66057 members 
Mstep: Class 17 contains 9078 members 
Mstep: Class 20 contains 2482 members 
Mstep: Class 21 contains 57799 members 
Mstep: Class 22 contains 210616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127911624.000000 Penalty: 34289.996094
Iteration 60F: 16 clusters Score -1.279116e+08 nChanged 31029
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 151745 members 
Mstep: Class 4 contains 139221 members 
Mstep: Class 5 contains 35243 members 
Mstep: Class 7 contains 9731 members 
Mstep: Class 8 contains 4299 members 
Mstep: Class 9 contains 153594 members 
Mstep: Class 10 contains 2420 members 
Mstep: Class 11 contains 212482 members 
Mstep: Class 12 contains 197765 members 
Mstep: Class 16 contains 65243 members 
Mstep: Class 17 contains 8780 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 57689 members 
Mstep: Class 22 contains 208210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127906392.000000 Penalty: 34289.996094
Iteration 61Q: 16 clusters Score -1.279064e+08 nChanged 33841
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 141703 members 
Mstep: Class 4 contains 136911 members 
Mstep: Class 5 contains 34601 members 
Mstep: Class 7 contains 9885 members 
Mstep: Class 8 contains 4316 members 
Mstep: Class 9 contains 152072 members 
Mstep: Class 10 contains 2438 members 
Mstep: Class 11 contains 225048 members 
Mstep: Class 12 contains 203090 members 
Mstep: Class 16 contains 64940 members 
Mstep: Class 17 contains 8636 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 57958 members 
Mstep: Class 22 contains 204917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127899192.000000 Penalty: 34289.996094
Iteration 62Q: 16 clusters Score -1.278992e+08 nChanged 35240
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 130422 members 
Mstep: Class 4 contains 135809 members 
Mstep: Class 5 contains 34475 members 
Mstep: Class 7 contains 10016 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 151612 members 
Mstep: Class 10 contains 2461 members 
Mstep: Class 11 contains 233803 members 
Mstep: Class 12 contains 209274 members 
Mstep: Class 16 contains 65051 members 
Mstep: Class 17 contains 8700 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 58505 members 
Mstep: Class 22 contains 202019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127891544.000000 Penalty: 34289.996094
Iteration 63Q: 16 clusters Score -1.278915e+08 nChanged 34327
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 118606 members 
Mstep: Class 4 contains 135794 members 
Mstep: Class 5 contains 34755 members 
Mstep: Class 7 contains 10092 members 
Mstep: Class 8 contains 4373 members 
Mstep: Class 9 contains 152220 members 
Mstep: Class 10 contains 2476 members 
Mstep: Class 11 contains 238858 members 
Mstep: Class 12 contains 215464 members 
Mstep: Class 16 contains 65399 members 
Mstep: Class 17 contains 8839 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 59240 members 
Mstep: Class 22 contains 200265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127885960.000000 Penalty: 34289.996094
Iteration 64Q: 16 clusters Score -1.27886e+08 nChanged 31931
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 107582 members 
Mstep: Class 4 contains 136353 members 
Mstep: Class 5 contains 35265 members 
Mstep: Class 7 contains 10142 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 153304 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 240328 members 
Mstep: Class 12 contains 221357 members 
Mstep: Class 16 contains 65955 members 
Mstep: Class 17 contains 8990 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 60156 members 
Mstep: Class 22 contains 199902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127881128.000000 Penalty: 34289.996094
Iteration 65Q: 16 clusters Score -1.278811e+08 nChanged 28906
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 97918 members 
Mstep: Class 4 contains 137156 members 
Mstep: Class 5 contains 35783 members 
Mstep: Class 7 contains 10202 members 
Mstep: Class 8 contains 4413 members 
Mstep: Class 9 contains 154541 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 239505 members 
Mstep: Class 12 contains 227022 members 
Mstep: Class 16 contains 66554 members 
Mstep: Class 17 contains 9075 members 
Mstep: Class 20 contains 2607 members 
Mstep: Class 21 contains 61089 members 
Mstep: Class 22 contains 200337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127878552.000000 Penalty: 34289.996094
Iteration 66Q: 16 clusters Score -1.278786e+08 nChanged 25849
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 89966 members 
Mstep: Class 4 contains 137998 members 
Mstep: Class 5 contains 36304 members 
Mstep: Class 7 contains 10302 members 
Mstep: Class 8 contains 4438 members 
Mstep: Class 9 contains 155892 members 
Mstep: Class 10 contains 2556 members 
Mstep: Class 11 contains 236983 members 
Mstep: Class 12 contains 232222 members 
Mstep: Class 16 contains 67126 members 
Mstep: Class 17 contains 9167 members 
Mstep: Class 20 contains 2613 members 
Mstep: Class 21 contains 61958 members 
Mstep: Class 22 contains 201173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127877344.000000 Penalty: 34289.996094
Iteration 67Q: 16 clusters Score -1.278773e+08 nChanged 22694
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 83312 members 
Mstep: Class 4 contains 138984 members 
Mstep: Class 5 contains 36833 members 
Mstep: Class 7 contains 10415 members 
Mstep: Class 8 contains 4453 members 
Mstep: Class 9 contains 157192 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 233796 members 
Mstep: Class 12 contains 236557 members 
Mstep: Class 16 contains 67647 members 
Mstep: Class 17 contains 9191 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 62796 members 
Mstep: Class 22 contains 202294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127875416.000000 Penalty: 34289.996094
Iteration 68Q: 16 clusters Score -1.278754e+08 nChanged 19945
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 77746 members 
Mstep: Class 4 contains 139971 members 
Mstep: Class 5 contains 37327 members 
Mstep: Class 7 contains 10531 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 158435 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 230526 members 
Mstep: Class 12 contains 240156 members 
Mstep: Class 16 contains 68075 members 
Mstep: Class 17 contains 9170 members 
Mstep: Class 20 contains 2614 members 
Mstep: Class 21 contains 63539 members 
Mstep: Class 22 contains 203492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127873472.000000 Penalty: 34289.996094
Iteration 69Q: 16 clusters Score -1.278735e+08 nChanged 17621
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 72991 members 
Mstep: Class 4 contains 140865 members 
Mstep: Class 5 contains 37824 members 
Mstep: Class 7 contains 10659 members 
Mstep: Class 8 contains 4471 members 
Mstep: Class 9 contains 159653 members 
Mstep: Class 10 contains 2656 members 
Mstep: Class 11 contains 227384 members 
Mstep: Class 12 contains 243109 members 
Mstep: Class 16 contains 68483 members 
Mstep: Class 17 contains 9141 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 64277 members 
Mstep: Class 22 contains 204578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127872400.000000 Penalty: 34289.996094
Iteration 70Q: 16 clusters Score -1.278724e+08 nChanged 15884
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 68909 members 
Mstep: Class 4 contains 141740 members 
Mstep: Class 5 contains 38238 members 
Mstep: Class 7 contains 10767 members 
Mstep: Class 8 contains 4484 members 
Mstep: Class 9 contains 160816 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 224513 members 
Mstep: Class 12 contains 245640 members 
Mstep: Class 16 contains 68839 members 
Mstep: Class 17 contains 9124 members 
Mstep: Class 20 contains 2605 members 
Mstep: Class 21 contains 64925 members 
Mstep: Class 22 contains 205478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127871752.000000 Penalty: 34289.996094
Iteration 71Q: 16 clusters Score -1.278718e+08 nChanged 14327
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 65191 members 
Mstep: Class 4 contains 142635 members 
Mstep: Class 5 contains 38674 members 
Mstep: Class 7 contains 10887 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 9 contains 161890 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 221824 members 
Mstep: Class 12 contains 247611 members 
Mstep: Class 16 contains 69145 members 
Mstep: Class 17 contains 9165 members 
Mstep: Class 20 contains 2596 members 
Mstep: Class 21 contains 65608 members 
Mstep: Class 22 contains 206396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127871088.000000 Penalty: 34289.996094
Iteration 72Q: 16 clusters Score -1.278711e+08 nChanged 12938
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 61781 members 
Mstep: Class 4 contains 143330 members 
Mstep: Class 5 contains 39104 members 
Mstep: Class 7 contains 11006 members 
Mstep: Class 8 contains 4501 members 
Mstep: Class 9 contains 162847 members 
Mstep: Class 10 contains 2730 members 
Mstep: Class 11 contains 219636 members 
Mstep: Class 12 contains 249209 members 
Mstep: Class 16 contains 69393 members 
Mstep: Class 17 contains 9210 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 66261 members 
Mstep: Class 22 contains 207303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127869944.000000 Penalty: 34289.996094
Iteration 73Q: 16 clusters Score -1.278699e+08 nChanged 11637
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 58681 members 
Mstep: Class 4 contains 143945 members 
Mstep: Class 5 contains 39477 members 
Mstep: Class 7 contains 11107 members 
Mstep: Class 8 contains 4513 members 
Mstep: Class 9 contains 163810 members 
Mstep: Class 10 contains 2743 members 
Mstep: Class 11 contains 217764 members 
Mstep: Class 12 contains 250507 members 
Mstep: Class 16 contains 69627 members 
Mstep: Class 17 contains 9262 members 
Mstep: Class 20 contains 2573 members 
Mstep: Class 21 contains 66872 members 
Mstep: Class 22 contains 208120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127867896.000000 Penalty: 34289.996094
Iteration 74Q: 16 clusters Score -1.278679e+08 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 55770 members 
Mstep: Class 4 contains 144507 members 
Mstep: Class 5 contains 39811 members 
Mstep: Class 7 contains 11174 members 
Mstep: Class 8 contains 4512 members 
Mstep: Class 9 contains 164757 members 
Mstep: Class 10 contains 2761 members 
Mstep: Class 11 contains 216228 members 
Mstep: Class 12 contains 251485 members 
Mstep: Class 16 contains 69879 members 
Mstep: Class 17 contains 9293 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 67498 members 
Mstep: Class 22 contains 208886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127867064.000000 Penalty: 34289.996094
Iteration 75Q: 16 clusters Score -1.278671e+08 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 53073 members 
Mstep: Class 4 contains 145026 members 
Mstep: Class 5 contains 40135 members 
Mstep: Class 7 contains 11224 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 165595 members 
Mstep: Class 10 contains 2781 members 
Mstep: Class 11 contains 214840 members 
Mstep: Class 12 contains 252289 members 
Mstep: Class 16 contains 70102 members 
Mstep: Class 17 contains 9337 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 68142 members 
Mstep: Class 22 contains 209615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127867024.000000 Penalty: 34289.996094
Iteration 76Q: 16 clusters Score -1.27867e+08 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 50440 members 
Mstep: Class 4 contains 145482 members 
Mstep: Class 5 contains 40436 members 
Mstep: Class 7 contains 11270 members 
Mstep: Class 8 contains 4510 members 
Mstep: Class 9 contains 166370 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 213657 members 
Mstep: Class 12 contains 252975 members 
Mstep: Class 16 contains 70341 members 
Mstep: Class 17 contains 9351 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 68795 members 
Mstep: Class 22 contains 210315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127866632.000000 Penalty: 34289.996094
Iteration 77Q: 16 clusters Score -1.278666e+08 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 48064 members 
Mstep: Class 4 contains 145855 members 
Mstep: Class 5 contains 40721 members 
Mstep: Class 7 contains 11292 members 
Mstep: Class 8 contains 4505 members 
Mstep: Class 9 contains 167069 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 212567 members 
Mstep: Class 12 contains 253537 members 
Mstep: Class 16 contains 70534 members 
Mstep: Class 17 contains 9399 members 
Mstep: Class 20 contains 2591 members 
Mstep: Class 21 contains 69443 members 
Mstep: Class 22 contains 211041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127866344.000000 Penalty: 34289.996094
Iteration 78Q: 16 clusters Score -1.278663e+08 nChanged 8035
Entering ConstructFrom: 
Score: -127866344.000000 Penalty: 34289.996094
Entering ConstructFrom: 
Trying to split cluster 1 (37246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Entering Unmasked Estep 
Score: -3627503.250000 Penalty: 1710.361206
	Iteration 0F: 2 clusters Score -3627503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -3602763.750000 Penalty: 3420.722412
	Iteration 0F: 3 clusters Score -3602764 nChanged 17137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -3612314.500000 Penalty: 3420.722412
	Iteration 1F: 3 clusters Score -3612314 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3612770.500000 Penalty: 3420.722412
	Iteration 2Q: 3 clusters Score -3612770 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -3613278.000000 Penalty: 3420.722412
	Iteration 3Q: 3 clusters Score -3613278 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -3613914.500000 Penalty: 3420.722412
	Iteration 4Q: 3 clusters Score -3613914 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3614705.000000 Penalty: 3420.722412
	Iteration 5Q: 3 clusters Score -3614705 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3615799.000000 Penalty: 3420.722412
	Iteration 6F: 3 clusters Score -3615799 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -3617206.750000 Penalty: 3420.722412
	Iteration 7F: 3 clusters Score -3617207 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -3618889.000000 Penalty: 3420.722412
	Iteration 8F: 3 clusters Score -3618889 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -3620428.750000 Penalty: 3420.722412
	Iteration 9F: 3 clusters Score -3620429 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -3621745.750000 Penalty: 3420.722412
	Iteration 10Q: 3 clusters Score -3621746 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -3622768.750000 Penalty: 3420.722412
	Iteration 11Q: 3 clusters Score -3622769 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -3623516.000000 Penalty: 3420.722412
	Iteration 12Q: 3 clusters Score -3623516 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3624136.500000 Penalty: 3420.722412
	Iteration 13Q: 3 clusters Score -3624136 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3624676.500000 Penalty: 3420.722412
	Iteration 14Q: 3 clusters Score -3624676 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3625097.000000 Penalty: 3420.722412
	Iteration 15Q: 3 clusters Score -3625097 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3625410.500000 Penalty: 3420.722412
	Iteration 16Q: 3 clusters Score -3625410 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3625633.000000 Penalty: 3420.722412
	Iteration 17Q: 3 clusters Score -3625633 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3625779.750000 Penalty: 3420.722412
	Iteration 18Q: 3 clusters Score -3625780 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3625865.000000 Penalty: 3420.722412
	Iteration 19Q: 3 clusters Score -3625865 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3625934.500000 Penalty: 3420.722412
	Iteration 20F: 3 clusters Score -3625934 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3625985.250000 Penalty: 3420.722412
	Iteration 21Q: 3 clusters Score -3625985 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3626017.000000 Penalty: 3420.722412
	Iteration 22Q: 3 clusters Score -3626017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3626030.250000 Penalty: 3420.722412
	Iteration 23Q: 3 clusters Score -3626030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3626040.500000 Penalty: 3420.722412
	Iteration 24Q: 3 clusters Score -3626040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3626056.250000 Penalty: 3420.722412
	Iteration 25Q: 3 clusters Score -3626056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3626056.750000 Penalty: 3420.722412
	Iteration 26Q: 3 clusters Score -3626057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3626062.500000 Penalty: 3420.722412
	Iteration 27Q: 3 clusters Score -3626062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3626070.750000 Penalty: 3420.722412
	Iteration 28Q: 3 clusters Score -3626071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3626077.000000 Penalty: 3420.722412
	Iteration 29Q: 3 clusters Score -3626077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3626076.500000 Penalty: 3420.722412
	Iteration 30Q: 3 clusters Score -3626076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3626075.500000 Penalty: 3420.722412
	Iteration 31Q: 3 clusters Score -3626076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3626077.250000 Penalty: 3420.722412
	Iteration 32Q: 3 clusters Score -3626077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3626079.250000 Penalty: 3420.722412
	Iteration 33Q: 3 clusters Score -3626079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3626080.500000 Penalty: 3420.722412
	Iteration 34Q: 3 clusters Score -3626080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3626082.750000 Penalty: 3420.722412
	Iteration 35Q: 3 clusters Score -3626083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3626084.750000 Penalty: 3420.722412
	Iteration 36Q: 3 clusters Score -3626085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3626090.250000 Penalty: 3420.722412
	Iteration 37Q: 3 clusters Score -3626090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3626096.750000 Penalty: 3420.722412
	Iteration 38Q: 3 clusters Score -3626097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3626102.250000 Penalty: 3420.722412
	Iteration 39Q: 3 clusters Score -3626102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3626098.250000 Penalty: 3420.722412
	Iteration 40F: 3 clusters Score -3626098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3626100.750000 Penalty: 3420.722412
	Iteration 41Q: 3 clusters Score -3626101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3626100.750000 Penalty: 3420.722412
	Iteration 42F: 3 clusters Score -3626101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Entering Unmasked Estep 
Score: -4638497.500000 Penalty: 1744.367432
	Iteration 0F: 2 clusters Score -4638498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -4607787.500000 Penalty: 3488.734863
	Iteration 0F: 3 clusters Score -4607788 nChanged 21361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -4619878.500000 Penalty: 3488.734863
	Iteration 1F: 3 clusters Score -4619878 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -4620380.500000 Penalty: 3488.734863
	Iteration 2Q: 3 clusters Score -4620380 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -4620889.500000 Penalty: 3488.734863
	Iteration 3Q: 3 clusters Score -4620890 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -4621550.500000 Penalty: 3488.734863
	Iteration 4Q: 3 clusters Score -4621550 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -4622376.500000 Penalty: 3488.734863
	Iteration 5Q: 3 clusters Score -4622376 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -4623622.500000 Penalty: 3488.734863
	Iteration 6Q: 3 clusters Score -4623622 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -4625228.500000 Penalty: 3488.734863
	Iteration 7F: 3 clusters Score -4625228 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -4627310.500000 Penalty: 3488.734863
	Iteration 8F: 3 clusters Score -4627310 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -4629321.500000 Penalty: 3488.734863
	Iteration 9F: 3 clusters Score -4629322 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -4630720.000000 Penalty: 3488.734863
	Iteration 10F: 3 clusters Score -4630720 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -4631430.500000 Penalty: 3488.734863
	Iteration 11Q: 3 clusters Score -4631430 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -4631788.500000 Penalty: 3488.734863
	Iteration 12Q: 3 clusters Score -4631788 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -4632108.500000 Penalty: 3488.734863
	Iteration 13Q: 3 clusters Score -4632108 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -4632378.500000 Penalty: 3488.734863
	Iteration 14Q: 3 clusters Score -4632378 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -4632739.000000 Penalty: 3488.734863
	Iteration 15Q: 3 clusters Score -4632739 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -4633217.000000 Penalty: 3488.734863
	Iteration 16Q: 3 clusters Score -4633217 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -4633682.000000 Penalty: 3488.734863
	Iteration 17Q: 3 clusters Score -4633682 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -4634157.000000 Penalty: 3488.734863
	Iteration 18Q: 3 clusters Score -4634157 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -4634608.000000 Penalty: 3488.734863
	Iteration 19Q: 3 clusters Score -4634608 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -4634973.500000 Penalty: 3488.734863
	Iteration 20F: 3 clusters Score -4634974 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -4635242.000000 Penalty: 3488.734863
	Iteration 21Q: 3 clusters Score -4635242 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -4635441.000000 Penalty: 3488.734863
	Iteration 22Q: 3 clusters Score -4635441 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -4635577.000000 Penalty: 3488.734863
	Iteration 23Q: 3 clusters Score -4635577 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -4635664.000000 Penalty: 3488.734863
	Iteration 24Q: 3 clusters Score -4635664 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -4635741.500000 Penalty: 3488.734863
	Iteration 25Q: 3 clusters Score -4635742 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -4635782.000000 Penalty: 3488.734863
	Iteration 26Q: 3 clusters Score -4635782 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -4635828.500000 Penalty: 3488.734863
	Iteration 27Q: 3 clusters Score -4635828 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -4635875.000000 Penalty: 3488.734863
	Iteration 28Q: 3 clusters Score -4635875 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -4635935.500000 Penalty: 3488.734863
	Iteration 29Q: 3 clusters Score -4635936 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -4635940.000000 Penalty: 3488.734863
	Iteration 30Q: 3 clusters Score -4635940 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -4635980.000000 Penalty: 3488.734863
	Iteration 31Q: 3 clusters Score -4635980 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -4635991.500000 Penalty: 3488.734863
	Iteration 32Q: 3 clusters Score -4635992 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -4636017.500000 Penalty: 3488.734863
	Iteration 33Q: 3 clusters Score -4636018 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -4636051.500000 Penalty: 3488.734863
	Iteration 34Q: 3 clusters Score -4636052 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -4636085.500000 Penalty: 3488.734863
	Iteration 35Q: 3 clusters Score -4636086 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -4636119.000000 Penalty: 3488.734863
	Iteration 36Q: 3 clusters Score -4636119 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -4636152.500000 Penalty: 3488.734863
	Iteration 37Q: 3 clusters Score -4636152 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -4636182.500000 Penalty: 3488.734863
	Iteration 38Q: 3 clusters Score -4636182 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -4636215.000000 Penalty: 3488.734863
	Iteration 39Q: 3 clusters Score -4636215 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -4636242.500000 Penalty: 3488.734863
	Iteration 40F: 3 clusters Score -4636242 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -4636282.500000 Penalty: 3488.734863
	Iteration 41Q: 3 clusters Score -4636282 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -4636319.500000 Penalty: 3488.734863
	Iteration 42Q: 3 clusters Score -4636320 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -4636341.000000 Penalty: 3488.734863
	Iteration 43Q: 3 clusters Score -4636341 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -4636358.500000 Penalty: 3488.734863
	Iteration 44Q: 3 clusters Score -4636358 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -4636366.500000 Penalty: 3488.734863
	Iteration 45Q: 3 clusters Score -4636366 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -4636385.000000 Penalty: 3488.734863
	Iteration 46Q: 3 clusters Score -4636385 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -4636414.000000 Penalty: 3488.734863
	Iteration 47Q: 3 clusters Score -4636414 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -4636446.000000 Penalty: 3488.734863
	Iteration 48Q: 3 clusters Score -4636446 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -4636472.500000 Penalty: 3488.734863
	Iteration 49Q: 3 clusters Score -4636472 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -4636509.000000 Penalty: 3488.734863
	Iteration 50Q: 3 clusters Score -4636509 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -4636527.000000 Penalty: 3488.734863
	Iteration 51Q: 3 clusters Score -4636527 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -4636571.500000 Penalty: 3488.734863
	Iteration 52Q: 3 clusters Score -4636572 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -4636593.500000 Penalty: 3488.734863
	Iteration 53Q: 3 clusters Score -4636594 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -4636636.000000 Penalty: 3488.734863
	Iteration 54Q: 3 clusters Score -4636636 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -4636668.000000 Penalty: 3488.734863
	Iteration 55Q: 3 clusters Score -4636668 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -4636686.000000 Penalty: 3488.734863
	Iteration 56Q: 3 clusters Score -4636686 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -4636694.000000 Penalty: 3488.734863
	Iteration 57Q: 3 clusters Score -4636694 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -4636738.500000 Penalty: 3488.734863
	Iteration 58Q: 3 clusters Score -4636738 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -4636749.500000 Penalty: 3488.734863
	Iteration 59Q: 3 clusters Score -4636750 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -4636762.000000 Penalty: 3488.734863
	Iteration 60F: 3 clusters Score -4636762 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -4636785.000000 Penalty: 3488.734863
	Iteration 61Q: 3 clusters Score -4636785 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -4636807.500000 Penalty: 3488.734863
	Iteration 62Q: 3 clusters Score -4636808 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -4636843.500000 Penalty: 3488.734863
	Iteration 63Q: 3 clusters Score -4636844 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -4636859.500000 Penalty: 3488.734863
	Iteration 64Q: 3 clusters Score -4636860 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -4636867.000000 Penalty: 3488.734863
	Iteration 65Q: 3 clusters Score -4636867 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -4636884.500000 Penalty: 3488.734863
	Iteration 66Q: 3 clusters Score -4636884 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -4636891.500000 Penalty: 3488.734863
	Iteration 67Q: 3 clusters Score -4636892 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -4636916.500000 Penalty: 3488.734863
	Iteration 68Q: 3 clusters Score -4636916 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -4636916.000000 Penalty: 3488.734863
	Iteration 69Q: 3 clusters Score -4636916 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -4636934.500000 Penalty: 3488.734863
	Iteration 70Q: 3 clusters Score -4636934 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -4636949.500000 Penalty: 3488.734863
	Iteration 71Q: 3 clusters Score -4636950 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -4636961.500000 Penalty: 3488.734863
	Iteration 72Q: 3 clusters Score -4636962 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -4636979.500000 Penalty: 3488.734863
	Iteration 73Q: 3 clusters Score -4636980 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -4636984.000000 Penalty: 3488.734863
	Iteration 74Q: 3 clusters Score -4636984 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -4636999.500000 Penalty: 3488.734863
	Iteration 75Q: 3 clusters Score -4637000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -4637007.000000 Penalty: 3488.734863
	Iteration 76Q: 3 clusters Score -4637007 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -4637025.500000 Penalty: 3488.734863
	Iteration 77Q: 3 clusters Score -4637026 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -4637024.000000 Penalty: 3488.734863
	Iteration 78Q: 3 clusters Score -4637024 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -4637023.500000 Penalty: 3488.734863
	Iteration 79Q: 3 clusters Score -4637024 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -4637032.500000 Penalty: 3488.734863
	Iteration 80F: 3 clusters Score -4637032 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -4637051.500000 Penalty: 3488.734863
	Iteration 81Q: 3 clusters Score -4637052 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -4637070.500000 Penalty: 3488.734863
	Iteration 82Q: 3 clusters Score -4637070 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -4637077.500000 Penalty: 3488.734863
	Iteration 83Q: 3 clusters Score -4637078 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -4637087.500000 Penalty: 3488.734863
	Iteration 84Q: 3 clusters Score -4637088 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -4637104.000000 Penalty: 3488.734863
	Iteration 85Q: 3 clusters Score -4637104 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -4637122.000000 Penalty: 3488.734863
	Iteration 86Q: 3 clusters Score -4637122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -4637116.000000 Penalty: 3488.734863
	Iteration 87Q: 3 clusters Score -4637116 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -4637122.500000 Penalty: 3488.734863
	Iteration 88Q: 3 clusters Score -4637122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -4637129.500000 Penalty: 3488.734863
	Iteration 89Q: 3 clusters Score -4637130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -4637134.500000 Penalty: 3488.734863
	Iteration 90Q: 3 clusters Score -4637134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -4637139.000000 Penalty: 3488.734863
	Iteration 91Q: 3 clusters Score -4637139 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4637137.500000 Penalty: 3488.734863
	Iteration 92Q: 3 clusters Score -4637138 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -4637151.000000 Penalty: 3488.734863
	Iteration 93Q: 3 clusters Score -4637151 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -4637154.500000 Penalty: 3488.734863
	Iteration 94Q: 3 clusters Score -4637154 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -4637167.500000 Penalty: 3488.734863
	Iteration 95Q: 3 clusters Score -4637168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -4637177.000000 Penalty: 3488.734863
	Iteration 96Q: 3 clusters Score -4637177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -4637186.000000 Penalty: 3488.734863
	Iteration 97Q: 3 clusters Score -4637186 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -4637191.000000 Penalty: 3488.734863
	Iteration 98Q: 3 clusters Score -4637191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -4637198.500000 Penalty: 3488.734863
	Iteration 99Q: 3 clusters Score -4637198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -4637197.500000 Penalty: 3488.734863
	Iteration 100F: 3 clusters Score -4637198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -4637200.500000 Penalty: 3488.734863
	Iteration 101Q: 3 clusters Score -4637200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -4637222.000000 Penalty: 3488.734863
	Iteration 102Q: 3 clusters Score -4637222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -4637217.500000 Penalty: 3488.734863
	Iteration 103Q: 3 clusters Score -4637218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -4637230.500000 Penalty: 3488.734863
	Iteration 104Q: 3 clusters Score -4637230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -4637232.000000 Penalty: 3488.734863
	Iteration 105Q: 3 clusters Score -4637232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -4637237.500000 Penalty: 3488.734863
	Iteration 106Q: 3 clusters Score -4637238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4637244.000000 Penalty: 3488.734863
	Iteration 107Q: 3 clusters Score -4637244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -4637251.000000 Penalty: 3488.734863
	Iteration 108Q: 3 clusters Score -4637251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4637256.500000 Penalty: 3488.734863
	Iteration 109Q: 3 clusters Score -4637256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4637259.500000 Penalty: 3488.734863
	Iteration 110Q: 3 clusters Score -4637260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4637260.500000 Penalty: 3488.734863
	Iteration 111Q: 3 clusters Score -4637260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4637250.500000 Penalty: 3488.734863
	Iteration 112Q: 3 clusters Score -4637250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4637251.500000 Penalty: 3488.734863
	Iteration 113Q: 3 clusters Score -4637252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -4637260.000000 Penalty: 3488.734863
	Iteration 114Q: 3 clusters Score -4637260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4637259.000000 Penalty: 3488.734863
	Iteration 115Q: 3 clusters Score -4637259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -4637263.000000 Penalty: 3488.734863
	Iteration 116Q: 3 clusters Score -4637263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -4637263.000000 Penalty: 3488.734863
	Iteration 117Q: 3 clusters Score -4637263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4637262.500000 Penalty: 3488.734863
	Iteration 118Q: 3 clusters Score -4637262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4637263.000000 Penalty: 3488.734863
	Iteration 119Q: 3 clusters Score -4637263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4637263.000000 Penalty: 3488.734863
	Iteration 120F: 3 clusters Score -4637263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (146204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146204 members 
Entering Unmasked Estep 
Score: -14841349.000000 Penalty: 1932.573242
	Iteration 0F: 2 clusters Score -1.484135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 73047 members 
Entering Unmasked Estep 
Score: -14744100.000000 Penalty: 3865.146484
	Iteration 0F: 3 clusters Score -1.47441e+07 nChanged 70207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73760 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -14785368.000000 Penalty: 3865.146484
	Iteration 1F: 3 clusters Score -1.478537e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73758 members 
Mstep: Class 2 contains 72446 members 
Entering Unmasked Estep 
Score: -14786583.000000 Penalty: 3865.146484
	Iteration 2Q: 3 clusters Score -1.478658e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73886 members 
Mstep: Class 2 contains 72318 members 
Entering Unmasked Estep 
Score: -14788046.000000 Penalty: 3865.146484
	Iteration 3Q: 3 clusters Score -1.478805e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74083 members 
Mstep: Class 2 contains 72121 members 
Entering Unmasked Estep 
Score: -14790302.000000 Penalty: 3865.146484
	Iteration 4Q: 3 clusters Score -1.47903e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74416 members 
Mstep: Class 2 contains 71788 members 
Entering Unmasked Estep 
Score: -14793518.000000 Penalty: 3865.146484
	Iteration 5Q: 3 clusters Score -1.479352e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74964 members 
Mstep: Class 2 contains 71240 members 
Entering Unmasked Estep 
Score: -14798283.000000 Penalty: 3865.146484
	Iteration 6F: 3 clusters Score -1.479828e+07 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75617 members 
Mstep: Class 2 contains 70587 members 
Entering Unmasked Estep 
Score: -14804511.000000 Penalty: 3865.146484
	Iteration 7F: 3 clusters Score -1.480451e+07 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76098 members 
Mstep: Class 2 contains 70106 members 
Entering Unmasked Estep 
Score: -14811462.000000 Penalty: 3865.146484
	Iteration 8F: 3 clusters Score -1.481146e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 69887 members 
Entering Unmasked Estep 
Score: -14817215.000000 Penalty: 3865.146484
	Iteration 9F: 3 clusters Score -1.481722e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 69732 members 
Entering Unmasked Estep 
Score: -14820680.000000 Penalty: 3865.146484
	Iteration 10Q: 3 clusters Score -1.482068e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76540 members 
Mstep: Class 2 contains 69664 members 
Entering Unmasked Estep 
Score: -14822086.000000 Penalty: 3865.146484
	Iteration 11Q: 3 clusters Score -1.482209e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76662 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
Score: -14822837.000000 Penalty: 3865.146484
	Iteration 12Q: 3 clusters Score -1.482284e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76790 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -14823502.000000 Penalty: 3865.146484
	Iteration 13Q: 3 clusters Score -1.48235e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 69231 members 
Entering Unmasked Estep 
Score: -14823977.000000 Penalty: 3865.146484
	Iteration 14Q: 3 clusters Score -1.482398e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77234 members 
Mstep: Class 2 contains 68970 members 
Entering Unmasked Estep 
Score: -14824245.000000 Penalty: 3865.146484
	Iteration 15Q: 3 clusters Score -1.482424e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77557 members 
Mstep: Class 2 contains 68647 members 
Entering Unmasked Estep 
Score: -14824516.000000 Penalty: 3865.146484
	Iteration 16Q: 3 clusters Score -1.482452e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77982 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -14824768.000000 Penalty: 3865.146484
	Iteration 17Q: 3 clusters Score -1.482477e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78407 members 
Mstep: Class 2 contains 67797 members 
Entering Unmasked Estep 
Score: -14824918.000000 Penalty: 3865.146484
	Iteration 18Q: 3 clusters Score -1.482492e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78872 members 
Mstep: Class 2 contains 67332 members 
Entering Unmasked Estep 
Score: -14825069.000000 Penalty: 3865.146484
	Iteration 19Q: 3 clusters Score -1.482507e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79343 members 
Mstep: Class 2 contains 66861 members 
Entering Unmasked Estep 
Score: -14825226.000000 Penalty: 3865.146484
	Iteration 20F: 3 clusters Score -1.482523e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79873 members 
Mstep: Class 2 contains 66331 members 
Entering Unmasked Estep 
Score: -14825385.000000 Penalty: 3865.146484
	Iteration 21Q: 3 clusters Score -1.482538e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80383 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -14825463.000000 Penalty: 3865.146484
	Iteration 22Q: 3 clusters Score -1.482546e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80903 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
Score: -14825547.000000 Penalty: 3865.146484
	Iteration 23Q: 3 clusters Score -1.482555e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81434 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -14825528.000000 Penalty: 3865.146484
	Iteration 24Q: 3 clusters Score -1.482553e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82037 members 
Mstep: Class 2 contains 64167 members 
Entering Unmasked Estep 
Score: -14825602.000000 Penalty: 3865.146484
	Iteration 25Q: 3 clusters Score -1.48256e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82636 members 
Mstep: Class 2 contains 63568 members 
Entering Unmasked Estep 
Score: -14825646.000000 Penalty: 3865.146484
	Iteration 26Q: 3 clusters Score -1.482565e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83250 members 
Mstep: Class 2 contains 62954 members 
Entering Unmasked Estep 
Score: -14825748.000000 Penalty: 3865.146484
	Iteration 27Q: 3 clusters Score -1.482575e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83907 members 
Mstep: Class 2 contains 62297 members 
Entering Unmasked Estep 
Score: -14825749.000000 Penalty: 3865.146484
	Iteration 28Q: 3 clusters Score -1.482575e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84534 members 
Mstep: Class 2 contains 61670 members 
Entering Unmasked Estep 
Score: -14825796.000000 Penalty: 3865.146484
	Iteration 29Q: 3 clusters Score -1.48258e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85183 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
Score: -14825842.000000 Penalty: 3865.146484
	Iteration 30Q: 3 clusters Score -1.482584e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85884 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -14825876.000000 Penalty: 3865.146484
	Iteration 31Q: 3 clusters Score -1.482588e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86587 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -14825945.000000 Penalty: 3865.146484
	Iteration 32Q: 3 clusters Score -1.482594e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87283 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -14826041.000000 Penalty: 3865.146484
	Iteration 33Q: 3 clusters Score -1.482604e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87962 members 
Mstep: Class 2 contains 58242 members 
Entering Unmasked Estep 
Score: -14826110.000000 Penalty: 3865.146484
	Iteration 34Q: 3 clusters Score -1.482611e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88619 members 
Mstep: Class 2 contains 57585 members 
Entering Unmasked Estep 
Score: -14826189.000000 Penalty: 3865.146484
	Iteration 35Q: 3 clusters Score -1.482619e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89298 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -14826231.000000 Penalty: 3865.146484
	Iteration 36Q: 3 clusters Score -1.482623e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90002 members 
Mstep: Class 2 contains 56202 members 
Entering Unmasked Estep 
Score: -14826294.000000 Penalty: 3865.146484
	Iteration 37Q: 3 clusters Score -1.482629e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90705 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -14826378.000000 Penalty: 3865.146484
	Iteration 38Q: 3 clusters Score -1.482638e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91419 members 
Mstep: Class 2 contains 54785 members 
Entering Unmasked Estep 
Score: -14826508.000000 Penalty: 3865.146484
	Iteration 39Q: 3 clusters Score -1.482651e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92164 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -14826490.000000 Penalty: 3865.146484
	Iteration 40F: 3 clusters Score -1.482649e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92908 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -14826614.000000 Penalty: 3865.146484
	Iteration 41Q: 3 clusters Score -1.482661e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93699 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -14826653.000000 Penalty: 3865.146484
	Iteration 42Q: 3 clusters Score -1.482665e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94515 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -14826671.000000 Penalty: 3865.146484
	Iteration 43Q: 3 clusters Score -1.482667e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95354 members 
Mstep: Class 2 contains 50850 members 
Entering Unmasked Estep 
Score: -14826765.000000 Penalty: 3865.146484
	Iteration 44Q: 3 clusters Score -1.482676e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96265 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -14826749.000000 Penalty: 3865.146484
	Iteration 45Q: 3 clusters Score -1.482675e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97143 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -14826813.000000 Penalty: 3865.146484
	Iteration 46Q: 3 clusters Score -1.482681e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98032 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -14826830.000000 Penalty: 3865.146484
	Iteration 47Q: 3 clusters Score -1.482683e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98942 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -14826925.000000 Penalty: 3865.146484
	Iteration 48Q: 3 clusters Score -1.482692e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99832 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -14827052.000000 Penalty: 3865.146484
	Iteration 49Q: 3 clusters Score -1.482705e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100703 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -14827118.000000 Penalty: 3865.146484
	Iteration 50Q: 3 clusters Score -1.482712e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101585 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -14827211.000000 Penalty: 3865.146484
	Iteration 51Q: 3 clusters Score -1.482721e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102479 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -14827307.000000 Penalty: 3865.146484
	Iteration 52Q: 3 clusters Score -1.482731e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103452 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -14827478.000000 Penalty: 3865.146484
	Iteration 53Q: 3 clusters Score -1.482748e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104432 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -14827625.000000 Penalty: 3865.146484
	Iteration 54Q: 3 clusters Score -1.482762e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105412 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -14827769.000000 Penalty: 3865.146484
	Iteration 55Q: 3 clusters Score -1.482777e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106445 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -14827900.000000 Penalty: 3865.146484
	Iteration 56Q: 3 clusters Score -1.48279e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107496 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -14828019.000000 Penalty: 3865.146484
	Iteration 57Q: 3 clusters Score -1.482802e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108533 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -14828211.000000 Penalty: 3865.146484
	Iteration 58Q: 3 clusters Score -1.482821e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109580 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -14828413.000000 Penalty: 3865.146484
	Iteration 59Q: 3 clusters Score -1.482841e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110697 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -14828637.000000 Penalty: 3865.146484
	Iteration 60F: 3 clusters Score -1.482864e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111910 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -14828837.000000 Penalty: 3865.146484
	Iteration 61Q: 3 clusters Score -1.482884e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113187 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -14829072.000000 Penalty: 3865.146484
	Iteration 62Q: 3 clusters Score -1.482907e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114464 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -14829296.000000 Penalty: 3865.146484
	Iteration 63Q: 3 clusters Score -1.48293e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115822 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -14829566.000000 Penalty: 3865.146484
	Iteration 64Q: 3 clusters Score -1.482957e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117221 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -14829832.000000 Penalty: 3865.146484
	Iteration 65Q: 3 clusters Score -1.482983e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118709 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -14830186.000000 Penalty: 3865.146484
	Iteration 66Q: 3 clusters Score -1.483019e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120290 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -14830638.000000 Penalty: 3865.146484
	Iteration 67Q: 3 clusters Score -1.483064e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121984 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -14831126.000000 Penalty: 3865.146484
	Iteration 68Q: 3 clusters Score -1.483113e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123652 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -14831594.000000 Penalty: 3865.146484
	Iteration 69Q: 3 clusters Score -1.483159e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125333 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -14832090.000000 Penalty: 3865.146484
	Iteration 70Q: 3 clusters Score -1.483209e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127069 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -14832652.000000 Penalty: 3865.146484
	Iteration 71Q: 3 clusters Score -1.483265e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128898 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -14833266.000000 Penalty: 3865.146484
	Iteration 72Q: 3 clusters Score -1.483327e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130670 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -14833827.000000 Penalty: 3865.146484
	Iteration 73Q: 3 clusters Score -1.483383e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132343 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -14834503.000000 Penalty: 3865.146484
	Iteration 74Q: 3 clusters Score -1.48345e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133958 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -14835066.000000 Penalty: 3865.146484
	Iteration 75Q: 3 clusters Score -1.483507e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135510 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -14835642.000000 Penalty: 3865.146484
	Iteration 76Q: 3 clusters Score -1.483564e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136951 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -14836150.000000 Penalty: 3865.146484
	Iteration 77Q: 3 clusters Score -1.483615e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138281 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -14836674.000000 Penalty: 3865.146484
	Iteration 78Q: 3 clusters Score -1.483667e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139460 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -14837134.000000 Penalty: 3865.146484
	Iteration 79Q: 3 clusters Score -1.483713e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140541 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -14837574.000000 Penalty: 3865.146484
	Iteration 80F: 3 clusters Score -1.483757e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141445 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -14838029.000000 Penalty: 3865.146484
	Iteration 81Q: 3 clusters Score -1.483803e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142190 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -14838264.000000 Penalty: 3865.146484
	Iteration 82Q: 3 clusters Score -1.483826e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142849 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -14838613.000000 Penalty: 3865.146484
	Iteration 83Q: 3 clusters Score -1.483861e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143411 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -14838889.000000 Penalty: 3865.146484
	Iteration 84Q: 3 clusters Score -1.483889e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143833 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -14839056.000000 Penalty: 3865.146484
	Iteration 85Q: 3 clusters Score -1.483906e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144148 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -14839196.000000 Penalty: 3865.146484
	Iteration 86Q: 3 clusters Score -1.48392e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144397 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -14839302.000000 Penalty: 3865.146484
	Iteration 87Q: 3 clusters Score -1.48393e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144591 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -14839385.000000 Penalty: 3865.146484
	Iteration 88Q: 3 clusters Score -1.483938e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144741 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -14839463.000000 Penalty: 3865.146484
	Iteration 89Q: 3 clusters Score -1.483946e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144888 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -14839549.000000 Penalty: 3865.146484
	Iteration 90Q: 3 clusters Score -1.483955e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144989 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -14839568.000000 Penalty: 3865.146484
	Iteration 91Q: 3 clusters Score -1.483957e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145058 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -14839574.000000 Penalty: 3865.146484
	Iteration 92Q: 3 clusters Score -1.483957e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145108 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -14839589.000000 Penalty: 3865.146484
	Iteration 93Q: 3 clusters Score -1.483959e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145161 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -14839607.000000 Penalty: 3865.146484
	Iteration 94Q: 3 clusters Score -1.483961e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145206 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -14839642.000000 Penalty: 3865.146484
	Iteration 95Q: 3 clusters Score -1.483964e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145239 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -14839653.000000 Penalty: 3865.146484
	Iteration 96Q: 3 clusters Score -1.483965e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145272 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -14839662.000000 Penalty: 3865.146484
	Iteration 97Q: 3 clusters Score -1.483966e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145295 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -14839658.000000 Penalty: 3865.146484
	Iteration 98Q: 3 clusters Score -1.483966e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145323 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -14839666.000000 Penalty: 3865.146484
	Iteration 99Q: 3 clusters Score -1.483967e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145346 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -14839671.000000 Penalty: 3865.146484
	Iteration 100F: 3 clusters Score -1.483967e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145358 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -14839672.000000 Penalty: 3865.146484
	Iteration 101Q: 3 clusters Score -1.483967e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145369 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -14839680.000000 Penalty: 3865.146484
	Iteration 102Q: 3 clusters Score -1.483968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145379 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -14839692.000000 Penalty: 3865.146484
	Iteration 103Q: 3 clusters Score -1.483969e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145389 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -14839688.000000 Penalty: 3865.146484
	Iteration 104Q: 3 clusters Score -1.483969e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145404 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -14839697.000000 Penalty: 3865.146484
	Iteration 105Q: 3 clusters Score -1.48397e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145418 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -14839712.000000 Penalty: 3865.146484
	Iteration 106Q: 3 clusters Score -1.483971e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145427 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -14839712.000000 Penalty: 3865.146484
	Iteration 107Q: 3 clusters Score -1.483971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145437 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -14839718.000000 Penalty: 3865.146484
	Iteration 108Q: 3 clusters Score -1.483972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145444 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -14839731.000000 Penalty: 3865.146484
	Iteration 109Q: 3 clusters Score -1.483973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145451 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -14839741.000000 Penalty: 3865.146484
	Iteration 110Q: 3 clusters Score -1.483974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145458 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -14839736.000000 Penalty: 3865.146484
	Iteration 111Q: 3 clusters Score -1.483974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145462 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -14839727.000000 Penalty: 3865.146484
	Iteration 112Q: 3 clusters Score -1.483973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145463 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -14839736.000000 Penalty: 3865.146484
	Iteration 113Q: 3 clusters Score -1.483974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145463 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -14839735.000000 Penalty: 3865.146484
	Iteration 114Q: 3 clusters Score -1.483974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145463 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -14839735.000000 Penalty: 3865.146484
	Iteration 115F: 3 clusters Score -1.483974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Entering Unmasked Estep 
Score: -4170145.250000 Penalty: 1725.941895
	Iteration 0F: 2 clusters Score -4170145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -4142463.250000 Penalty: 3451.883789
	Iteration 0F: 3 clusters Score -4142463 nChanged 19178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -4153360.250000 Penalty: 3451.883789
	Iteration 1F: 3 clusters Score -4153360 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -4153855.750000 Penalty: 3451.883789
	Iteration 2Q: 3 clusters Score -4153856 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -4154473.000000 Penalty: 3451.883789
	Iteration 3Q: 3 clusters Score -4154473 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -4155404.250000 Penalty: 3451.883789
	Iteration 4Q: 3 clusters Score -4155404 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -4156706.000000 Penalty: 3451.883789
	Iteration 5F: 3 clusters Score -4156706 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -4158376.750000 Penalty: 3451.883789
	Iteration 6F: 3 clusters Score -4158377 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -4160383.250000 Penalty: 3451.883789
	Iteration 7F: 3 clusters Score -4160383 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -4162260.500000 Penalty: 3451.883789
	Iteration 8F: 3 clusters Score -4162260 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -4163706.500000 Penalty: 3451.883789
	Iteration 9F: 3 clusters Score -4163706 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -4164635.500000 Penalty: 3451.883789
	Iteration 10Q: 3 clusters Score -4164636 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -4165226.250000 Penalty: 3451.883789
	Iteration 11Q: 3 clusters Score -4165226 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -4165575.250000 Penalty: 3451.883789
	Iteration 12Q: 3 clusters Score -4165575 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -4165831.000000 Penalty: 3451.883789
	Iteration 13Q: 3 clusters Score -4165831 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -4166009.000000 Penalty: 3451.883789
	Iteration 14Q: 3 clusters Score -4166009 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -4166161.500000 Penalty: 3451.883789
	Iteration 15Q: 3 clusters Score -4166162 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -4166341.750000 Penalty: 3451.883789
	Iteration 16Q: 3 clusters Score -4166342 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -4166468.250000 Penalty: 3451.883789
	Iteration 17Q: 3 clusters Score -4166468 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -4166614.000000 Penalty: 3451.883789
	Iteration 18Q: 3 clusters Score -4166614 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -4166743.250000 Penalty: 3451.883789
	Iteration 19Q: 3 clusters Score -4166743 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -4166856.750000 Penalty: 3451.883789
	Iteration 20F: 3 clusters Score -4166857 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -4166989.000000 Penalty: 3451.883789
	Iteration 21Q: 3 clusters Score -4166989 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -4167106.000000 Penalty: 3451.883789
	Iteration 22Q: 3 clusters Score -4167106 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -4167203.500000 Penalty: 3451.883789
	Iteration 23Q: 3 clusters Score -4167204 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -4167315.250000 Penalty: 3451.883789
	Iteration 24Q: 3 clusters Score -4167315 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -4167431.750000 Penalty: 3451.883789
	Iteration 25Q: 3 clusters Score -4167432 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -4167545.750000 Penalty: 3451.883789
	Iteration 26Q: 3 clusters Score -4167546 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -4167656.750000 Penalty: 3451.883789
	Iteration 27Q: 3 clusters Score -4167657 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -4167745.500000 Penalty: 3451.883789
	Iteration 28Q: 3 clusters Score -4167746 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -4167831.000000 Penalty: 3451.883789
	Iteration 29Q: 3 clusters Score -4167831 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -4167904.250000 Penalty: 3451.883789
	Iteration 30Q: 3 clusters Score -4167904 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -4167988.500000 Penalty: 3451.883789
	Iteration 31Q: 3 clusters Score -4167988 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -4168063.500000 Penalty: 3451.883789
	Iteration 32Q: 3 clusters Score -4168064 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -4168131.250000 Penalty: 3451.883789
	Iteration 33Q: 3 clusters Score -4168131 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -4168229.000000 Penalty: 3451.883789
	Iteration 34Q: 3 clusters Score -4168229 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -4168289.000000 Penalty: 3451.883789
	Iteration 35Q: 3 clusters Score -4168289 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -4168348.000000 Penalty: 3451.883789
	Iteration 36Q: 3 clusters Score -4168348 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -4168408.500000 Penalty: 3451.883789
	Iteration 37Q: 3 clusters Score -4168408 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -4168467.000000 Penalty: 3451.883789
	Iteration 38Q: 3 clusters Score -4168467 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -4168506.750000 Penalty: 3451.883789
	Iteration 39Q: 3 clusters Score -4168507 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -4168520.250000 Penalty: 3451.883789
	Iteration 40F: 3 clusters Score -4168520 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -4168542.500000 Penalty: 3451.883789
	Iteration 41Q: 3 clusters Score -4168542 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -4168563.500000 Penalty: 3451.883789
	Iteration 42Q: 3 clusters Score -4168564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -4168591.750000 Penalty: 3451.883789
	Iteration 43Q: 3 clusters Score -4168592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -4168617.000000 Penalty: 3451.883789
	Iteration 44Q: 3 clusters Score -4168617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -4168633.000000 Penalty: 3451.883789
	Iteration 45Q: 3 clusters Score -4168633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -4168640.750000 Penalty: 3451.883789
	Iteration 46Q: 3 clusters Score -4168641 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -4168653.750000 Penalty: 3451.883789
	Iteration 47Q: 3 clusters Score -4168654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -4168661.750000 Penalty: 3451.883789
	Iteration 48Q: 3 clusters Score -4168662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -4168671.250000 Penalty: 3451.883789
	Iteration 49Q: 3 clusters Score -4168671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -4168681.000000 Penalty: 3451.883789
	Iteration 50Q: 3 clusters Score -4168681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -4168687.000000 Penalty: 3451.883789
	Iteration 51Q: 3 clusters Score -4168687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -4168696.750000 Penalty: 3451.883789
	Iteration 52Q: 3 clusters Score -4168697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -4168699.750000 Penalty: 3451.883789
	Iteration 53Q: 3 clusters Score -4168700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -4168709.500000 Penalty: 3451.883789
	Iteration 54Q: 3 clusters Score -4168710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -4168713.000000 Penalty: 3451.883789
	Iteration 55Q: 3 clusters Score -4168713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -4168715.250000 Penalty: 3451.883789
	Iteration 56Q: 3 clusters Score -4168715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -4168725.250000 Penalty: 3451.883789
	Iteration 57Q: 3 clusters Score -4168725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -4168739.750000 Penalty: 3451.883789
	Iteration 58Q: 3 clusters Score -4168740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -4168736.250000 Penalty: 3451.883789
	Iteration 59Q: 3 clusters Score -4168736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -4168745.500000 Penalty: 3451.883789
	Iteration 60F: 3 clusters Score -4168746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -4168749.250000 Penalty: 3451.883789
	Iteration 61Q: 3 clusters Score -4168749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -4168749.000000 Penalty: 3451.883789
	Iteration 62Q: 3 clusters Score -4168749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -4168757.250000 Penalty: 3451.883789
	Iteration 63Q: 3 clusters Score -4168757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -4168766.500000 Penalty: 3451.883789
	Iteration 64Q: 3 clusters Score -4168766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -4168766.250000 Penalty: 3451.883789
	Iteration 65Q: 3 clusters Score -4168766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -4168769.000000 Penalty: 3451.883789
	Iteration 66Q: 3 clusters Score -4168769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -4168771.500000 Penalty: 3451.883789
	Iteration 67Q: 3 clusters Score -4168772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -4168771.750000 Penalty: 3451.883789
	Iteration 68Q: 3 clusters Score -4168772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -4168769.750000 Penalty: 3451.883789
	Iteration 69Q: 3 clusters Score -4168770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -4168769.500000 Penalty: 3451.883789
	Iteration 70Q: 3 clusters Score -4168770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -4168769.250000 Penalty: 3451.883789
	Iteration 71Q: 3 clusters Score -4168769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -4168769.250000 Penalty: 3451.883789
	Iteration 72F: 3 clusters Score -4168769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Entering Unmasked Estep 
Score: -1155294.625000 Penalty: 1516.985840
	Iteration 0F: 2 clusters Score -1155295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1147323.500000 Penalty: 3033.971680
	Iteration 0F: 3 clusters Score -1147324 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1150040.125000 Penalty: 3033.971680
	Iteration 1F: 3 clusters Score -1150040 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1150279.625000 Penalty: 3033.971680
	Iteration 2F: 3 clusters Score -1150280 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1150511.000000 Penalty: 3033.971680
	Iteration 3Q: 3 clusters Score -1150511 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1150785.750000 Penalty: 3033.971680
	Iteration 4F: 3 clusters Score -1150786 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1151161.625000 Penalty: 3033.971680
	Iteration 5F: 3 clusters Score -1151162 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1151646.125000 Penalty: 3033.971680
	Iteration 6F: 3 clusters Score -1151646 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1152225.625000 Penalty: 3033.971680
	Iteration 7F: 3 clusters Score -1152226 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1152811.750000 Penalty: 3033.971680
	Iteration 8F: 3 clusters Score -1152812 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1153283.500000 Penalty: 3033.971680
	Iteration 9Q: 3 clusters Score -1153284 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1153620.375000 Penalty: 3033.971680
	Iteration 10Q: 3 clusters Score -1153620 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1153824.375000 Penalty: 3033.971680
	Iteration 11Q: 3 clusters Score -1153824 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1153972.500000 Penalty: 3033.971680
	Iteration 12Q: 3 clusters Score -1153972 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1154082.750000 Penalty: 3033.971680
	Iteration 13Q: 3 clusters Score -1154083 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1154165.625000 Penalty: 3033.971680
	Iteration 14Q: 3 clusters Score -1154166 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1154229.250000 Penalty: 3033.971680
	Iteration 15Q: 3 clusters Score -1154229 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1154285.625000 Penalty: 3033.971680
	Iteration 16Q: 3 clusters Score -1154286 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1154325.125000 Penalty: 3033.971680
	Iteration 17Q: 3 clusters Score -1154325 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1154345.000000 Penalty: 3033.971680
	Iteration 18Q: 3 clusters Score -1154345 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1154365.750000 Penalty: 3033.971680
	Iteration 19Q: 3 clusters Score -1154366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1154376.875000 Penalty: 3033.971680
	Iteration 20F: 3 clusters Score -1154377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1154385.750000 Penalty: 3033.971680
	Iteration 21Q: 3 clusters Score -1154386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1154391.000000 Penalty: 3033.971680
	Iteration 22Q: 3 clusters Score -1154391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1154395.875000 Penalty: 3033.971680
	Iteration 23Q: 3 clusters Score -1154396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1154399.750000 Penalty: 3033.971680
	Iteration 24Q: 3 clusters Score -1154400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1154402.000000 Penalty: 3033.971680
	Iteration 25Q: 3 clusters Score -1154402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1154404.875000 Penalty: 3033.971680
	Iteration 26Q: 3 clusters Score -1154405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1154406.750000 Penalty: 3033.971680
	Iteration 27Q: 3 clusters Score -1154407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1154408.125000 Penalty: 3033.971680
	Iteration 28Q: 3 clusters Score -1154408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1154409.500000 Penalty: 3033.971680
	Iteration 29Q: 3 clusters Score -1154410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1154407.375000 Penalty: 3033.971680
	Iteration 30Q: 3 clusters Score -1154407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1154407.375000 Penalty: 3033.971680
	Iteration 31F: 3 clusters Score -1154407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -420193.343750 Penalty: 1366.850586
	Iteration 0F: 2 clusters Score -420193.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -416628.468750 Penalty: 2733.701172
	Iteration 0F: 3 clusters Score -416628.5 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -417858.906250 Penalty: 2733.701172
	Iteration 1F: 3 clusters Score -417858.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -418320.718750 Penalty: 2733.701172
	Iteration 2F: 3 clusters Score -418320.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -418833.250000 Penalty: 2733.701172
	Iteration 3F: 3 clusters Score -418833.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -419277.406250 Penalty: 2733.701172
	Iteration 4F: 3 clusters Score -419277.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -419602.968750 Penalty: 2733.701172
	Iteration 5F: 3 clusters Score -419603 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -419805.156250 Penalty: 2733.701172
	Iteration 6F: 3 clusters Score -419805.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -419899.593750 Penalty: 2733.701172
	Iteration 7Q: 3 clusters Score -419899.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -419945.406250 Penalty: 2733.701172
	Iteration 8Q: 3 clusters Score -419945.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -419977.750000 Penalty: 2733.701172
	Iteration 9Q: 3 clusters Score -419977.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -420003.968750 Penalty: 2733.701172
	Iteration 10Q: 3 clusters Score -420004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -420024.312500 Penalty: 2733.701172
	Iteration 11Q: 3 clusters Score -420024.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -420038.250000 Penalty: 2733.701172
	Iteration 12Q: 3 clusters Score -420038.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -420044.218750 Penalty: 2733.701172
	Iteration 13Q: 3 clusters Score -420044.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -420048.406250 Penalty: 2733.701172
	Iteration 14Q: 3 clusters Score -420048.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -420052.250000 Penalty: 2733.701172
	Iteration 15Q: 3 clusters Score -420052.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -420054.531250 Penalty: 2733.701172
	Iteration 16Q: 3 clusters Score -420054.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -420057.156250 Penalty: 2733.701172
	Iteration 17Q: 3 clusters Score -420057.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -420058.875000 Penalty: 2733.701172
	Iteration 18Q: 3 clusters Score -420058.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -420060.468750 Penalty: 2733.701172
	Iteration 19Q: 3 clusters Score -420060.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -420063.593750 Penalty: 2733.701172
	Iteration 20F: 3 clusters Score -420063.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -420066.125000 Penalty: 2733.701172
	Iteration 21Q: 3 clusters Score -420066.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -420067.687500 Penalty: 2733.701172
	Iteration 22Q: 3 clusters Score -420067.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -420068.187500 Penalty: 2733.701172
	Iteration 23Q: 3 clusters Score -420068.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -420068.812500 Penalty: 2733.701172
	Iteration 24Q: 3 clusters Score -420068.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -420068.812500 Penalty: 2733.701172
	Iteration 25F: 3 clusters Score -420068.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (167654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167654 members 
Entering Unmasked Estep 
Score: -17030878.000000 Penalty: 1954.819336
	Iteration 0F: 2 clusters Score -1.703088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83575 members 
Mstep: Class 2 contains 84079 members 
Entering Unmasked Estep 
Score: -16920630.000000 Penalty: 3909.638672
	Iteration 0F: 3 clusters Score -1.692063e+07 nChanged 80907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80210 members 
Mstep: Class 2 contains 87444 members 
Entering Unmasked Estep 
Score: -16969420.000000 Penalty: 3909.638672
	Iteration 1F: 3 clusters Score -1.696942e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78305 members 
Mstep: Class 2 contains 89349 members 
Entering Unmasked Estep 
Score: -16971026.000000 Penalty: 3909.638672
	Iteration 2Q: 3 clusters Score -1.697103e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75479 members 
Mstep: Class 2 contains 92175 members 
Entering Unmasked Estep 
Score: -16973398.000000 Penalty: 3909.638672
	Iteration 3Q: 3 clusters Score -1.69734e+07 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71454 members 
Mstep: Class 2 contains 96200 members 
Entering Unmasked Estep 
Score: -16977122.000000 Penalty: 3909.638672
	Iteration 4Q: 3 clusters Score -1.697712e+07 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66166 members 
Mstep: Class 2 contains 101488 members 
Entering Unmasked Estep 
Score: -16982630.000000 Penalty: 3909.638672
	Iteration 5F: 3 clusters Score -1.698263e+07 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59843 members 
Mstep: Class 2 contains 107811 members 
Entering Unmasked Estep 
Score: -16989966.000000 Penalty: 3909.638672
	Iteration 6F: 3 clusters Score -1.698997e+07 nChanged 10648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 114121 members 
Entering Unmasked Estep 
Score: -16998180.000000 Penalty: 3909.638672
	Iteration 7F: 3 clusters Score -1.699818e+07 nChanged 9828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 119283 members 
Entering Unmasked Estep 
Score: -17005088.000000 Penalty: 3909.638672
	Iteration 8F: 3 clusters Score -1.700509e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 122841 members 
Entering Unmasked Estep 
Score: -17009356.000000 Penalty: 3909.638672
	Iteration 9Q: 3 clusters Score -1.700936e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 125661 members 
Entering Unmasked Estep 
Score: -17011522.000000 Penalty: 3909.638672
	Iteration 10Q: 3 clusters Score -1.701152e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 128181 members 
Entering Unmasked Estep 
Score: -17012914.000000 Penalty: 3909.638672
	Iteration 11Q: 3 clusters Score -1.701291e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 130753 members 
Entering Unmasked Estep 
Score: -17014032.000000 Penalty: 3909.638672
	Iteration 12Q: 3 clusters Score -1.701403e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 133256 members 
Entering Unmasked Estep 
Score: -17015100.000000 Penalty: 3909.638672
	Iteration 13Q: 3 clusters Score -1.70151e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 135771 members 
Entering Unmasked Estep 
Score: -17016074.000000 Penalty: 3909.638672
	Iteration 14Q: 3 clusters Score -1.701607e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 138278 members 
Entering Unmasked Estep 
Score: -17017204.000000 Penalty: 3909.638672
	Iteration 15Q: 3 clusters Score -1.70172e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 140802 members 
Entering Unmasked Estep 
Score: -17018248.000000 Penalty: 3909.638672
	Iteration 16Q: 3 clusters Score -1.701825e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 143232 members 
Entering Unmasked Estep 
Score: -17019178.000000 Penalty: 3909.638672
	Iteration 17Q: 3 clusters Score -1.701918e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 145586 members 
Entering Unmasked Estep 
Score: -17020158.000000 Penalty: 3909.638672
	Iteration 18Q: 3 clusters Score -1.702016e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 147887 members 
Entering Unmasked Estep 
Score: -17021120.000000 Penalty: 3909.638672
	Iteration 19Q: 3 clusters Score -1.702112e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 150103 members 
Entering Unmasked Estep 
Score: -17022198.000000 Penalty: 3909.638672
	Iteration 20F: 3 clusters Score -1.70222e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 152222 members 
Entering Unmasked Estep 
Score: -17023196.000000 Penalty: 3909.638672
	Iteration 21Q: 3 clusters Score -1.70232e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 154282 members 
Entering Unmasked Estep 
Score: -17024108.000000 Penalty: 3909.638672
	Iteration 22Q: 3 clusters Score -1.702411e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 156162 members 
Entering Unmasked Estep 
Score: -17024884.000000 Penalty: 3909.638672
	Iteration 23Q: 3 clusters Score -1.702488e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 157853 members 
Entering Unmasked Estep 
Score: -17025622.000000 Penalty: 3909.638672
	Iteration 24Q: 3 clusters Score -1.702562e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 159348 members 
Entering Unmasked Estep 
Score: -17026276.000000 Penalty: 3909.638672
	Iteration 25Q: 3 clusters Score -1.702628e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 160674 members 
Entering Unmasked Estep 
Score: -17026768.000000 Penalty: 3909.638672
	Iteration 26Q: 3 clusters Score -1.702677e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 161769 members 
Entering Unmasked Estep 
Score: -17027252.000000 Penalty: 3909.638672
	Iteration 27Q: 3 clusters Score -1.702725e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 162633 members 
Entering Unmasked Estep 
Score: -17027648.000000 Penalty: 3909.638672
	Iteration 28Q: 3 clusters Score -1.702765e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 163373 members 
Entering Unmasked Estep 
Score: -17027904.000000 Penalty: 3909.638672
	Iteration 29Q: 3 clusters Score -1.70279e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 164010 members 
Entering Unmasked Estep 
Score: -17028214.000000 Penalty: 3909.638672
	Iteration 30Q: 3 clusters Score -1.702821e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 164557 members 
Entering Unmasked Estep 
Score: -17028510.000000 Penalty: 3909.638672
	Iteration 31Q: 3 clusters Score -1.702851e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 164950 members 
Entering Unmasked Estep 
Score: -17028634.000000 Penalty: 3909.638672
	Iteration 32Q: 3 clusters Score -1.702863e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 165273 members 
Entering Unmasked Estep 
Score: -17028786.000000 Penalty: 3909.638672
	Iteration 33Q: 3 clusters Score -1.702879e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 165565 members 
Entering Unmasked Estep 
Score: -17028952.000000 Penalty: 3909.638672
	Iteration 34Q: 3 clusters Score -1.702895e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 165803 members 
Entering Unmasked Estep 
Score: -17029024.000000 Penalty: 3909.638672
	Iteration 35Q: 3 clusters Score -1.702902e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 165963 members 
Entering Unmasked Estep 
Score: -17029088.000000 Penalty: 3909.638672
	Iteration 36Q: 3 clusters Score -1.702909e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 166107 members 
Entering Unmasked Estep 
Score: -17029148.000000 Penalty: 3909.638672
	Iteration 37Q: 3 clusters Score -1.702915e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 166205 members 
Entering Unmasked Estep 
Score: -17029180.000000 Penalty: 3909.638672
	Iteration 38Q: 3 clusters Score -1.702918e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 166295 members 
Entering Unmasked Estep 
Score: -17029208.000000 Penalty: 3909.638672
	Iteration 39Q: 3 clusters Score -1.702921e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 166376 members 
Entering Unmasked Estep 
Score: -17029236.000000 Penalty: 3909.638672
	Iteration 40F: 3 clusters Score -1.702924e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 166447 members 
Entering Unmasked Estep 
Score: -17029264.000000 Penalty: 3909.638672
	Iteration 41Q: 3 clusters Score -1.702926e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 166496 members 
Entering Unmasked Estep 
Score: -17029274.000000 Penalty: 3909.638672
	Iteration 42Q: 3 clusters Score -1.702927e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 166544 members 
Entering Unmasked Estep 
Score: -17029248.000000 Penalty: 3909.638672
	Iteration 43Q: 3 clusters Score -1.702925e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 166586 members 
Entering Unmasked Estep 
Score: -17029276.000000 Penalty: 3909.638672
	Iteration 44Q: 3 clusters Score -1.702928e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 166608 members 
Entering Unmasked Estep 
Score: -17029280.000000 Penalty: 3909.638672
	Iteration 45Q: 3 clusters Score -1.702928e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 166636 members 
Entering Unmasked Estep 
Score: -17029282.000000 Penalty: 3909.638672
	Iteration 46Q: 3 clusters Score -1.702928e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 166655 members 
Entering Unmasked Estep 
Score: -17029264.000000 Penalty: 3909.638672
	Iteration 47Q: 3 clusters Score -1.702926e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 166684 members 
Entering Unmasked Estep 
Score: -17029286.000000 Penalty: 3909.638672
	Iteration 48Q: 3 clusters Score -1.702929e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 166708 members 
Entering Unmasked Estep 
Score: -17029308.000000 Penalty: 3909.638672
	Iteration 49Q: 3 clusters Score -1.702931e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 166735 members 
Entering Unmasked Estep 
Score: -17029288.000000 Penalty: 3909.638672
	Iteration 50Q: 3 clusters Score -1.702929e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 166756 members 
Entering Unmasked Estep 
Score: -17029300.000000 Penalty: 3909.638672
	Iteration 51Q: 3 clusters Score -1.70293e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 166769 members 
Entering Unmasked Estep 
Score: -17029276.000000 Penalty: 3909.638672
	Iteration 52Q: 3 clusters Score -1.702928e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 166773 members 
Entering Unmasked Estep 
Score: -17029292.000000 Penalty: 3909.638672
	Iteration 53Q: 3 clusters Score -1.702929e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 166783 members 
Entering Unmasked Estep 
Score: -17029298.000000 Penalty: 3909.638672
	Iteration 54Q: 3 clusters Score -1.70293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 166791 members 
Entering Unmasked Estep 
Score: -17029298.000000 Penalty: 3909.638672
	Iteration 55Q: 3 clusters Score -1.70293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 166798 members 
Entering Unmasked Estep 
Score: -17029290.000000 Penalty: 3909.638672
	Iteration 56Q: 3 clusters Score -1.702929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 166801 members 
Entering Unmasked Estep 
Score: -17029282.000000 Penalty: 3909.638672
	Iteration 57Q: 3 clusters Score -1.702928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 166806 members 
Entering Unmasked Estep 
Score: -17029296.000000 Penalty: 3909.638672
	Iteration 58Q: 3 clusters Score -1.70293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 166808 members 
Entering Unmasked Estep 
Score: -17029294.000000 Penalty: 3909.638672
	Iteration 59Q: 3 clusters Score -1.702929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 166814 members 
Entering Unmasked Estep 
Score: -17029290.000000 Penalty: 3909.638672
	Iteration 60F: 3 clusters Score -1.702929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 166817 members 
Entering Unmasked Estep 
Score: -17029292.000000 Penalty: 3909.638672
	Iteration 61Q: 3 clusters Score -1.702929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 166819 members 
Entering Unmasked Estep 
Score: -17029298.000000 Penalty: 3909.638672
	Iteration 62Q: 3 clusters Score -1.70293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 166821 members 
Entering Unmasked Estep 
Score: -17029304.000000 Penalty: 3909.638672
	Iteration 63Q: 3 clusters Score -1.70293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 166821 members 
Entering Unmasked Estep 
Score: -17029302.000000 Penalty: 3909.638672
	Iteration 64Q: 3 clusters Score -1.70293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 166821 members 
Entering Unmasked Estep 
Score: -17029298.000000 Penalty: 3909.638672
	Iteration 65Q: 3 clusters Score -1.70293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 166823 members 
Entering Unmasked Estep 
Score: -17029302.000000 Penalty: 3909.638672
	Iteration 66Q: 3 clusters Score -1.70293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 166824 members 
Entering Unmasked Estep 
Score: -17029308.000000 Penalty: 3909.638672
	Iteration 67Q: 3 clusters Score -1.702931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 166824 members 
Entering Unmasked Estep 
Score: -17029298.000000 Penalty: 3909.638672
	Iteration 68Q: 3 clusters Score -1.70293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 166825 members 
Entering Unmasked Estep 
Score: -17029300.000000 Penalty: 3909.638672
	Iteration 69Q: 3 clusters Score -1.70293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 166826 members 
Entering Unmasked Estep 
Score: -17029300.000000 Penalty: 3909.638672
	Iteration 70Q: 3 clusters Score -1.70293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 166827 members 
Entering Unmasked Estep 
Score: -17029300.000000 Penalty: 3909.638672
	Iteration 71Q: 3 clusters Score -1.70293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 166827 members 
Entering Unmasked Estep 
Score: -17029300.000000 Penalty: 3909.638672
	Iteration 72F: 3 clusters Score -1.70293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Entering Unmasked Estep 
Score: -294344.468750 Penalty: 1293.552612
	Iteration 0F: 2 clusters Score -294344.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -291693.375000 Penalty: 2587.105225
	Iteration 0F: 3 clusters Score -291693.4 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -292362.250000 Penalty: 2587.105225
	Iteration 1F: 3 clusters Score -292362.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -292554.156250 Penalty: 2587.105225
	Iteration 2F: 3 clusters Score -292554.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -292725.000000 Penalty: 2587.105225
	Iteration 3F: 3 clusters Score -292725 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -292908.718750 Penalty: 2587.105225
	Iteration 4F: 3 clusters Score -292908.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -293087.531250 Penalty: 2587.105225
	Iteration 5F: 3 clusters Score -293087.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -293233.531250 Penalty: 2587.105225
	Iteration 6F: 3 clusters Score -293233.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -293358.500000 Penalty: 2587.105225
	Iteration 7Q: 3 clusters Score -293358.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -293461.656250 Penalty: 2587.105225
	Iteration 8Q: 3 clusters Score -293461.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -293536.031250 Penalty: 2587.105225
	Iteration 9Q: 3 clusters Score -293536 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -293580.718750 Penalty: 2587.105225
	Iteration 10Q: 3 clusters Score -293580.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -293627.000000 Penalty: 2587.105225
	Iteration 11Q: 3 clusters Score -293627 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -293664.937500 Penalty: 2587.105225
	Iteration 12Q: 3 clusters Score -293664.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -293693.750000 Penalty: 2587.105225
	Iteration 13Q: 3 clusters Score -293693.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -293705.656250 Penalty: 2587.105225
	Iteration 14Q: 3 clusters Score -293705.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -293713.281250 Penalty: 2587.105225
	Iteration 15Q: 3 clusters Score -293713.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -293716.718750 Penalty: 2587.105225
	Iteration 16Q: 3 clusters Score -293716.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -293717.437500 Penalty: 2587.105225
	Iteration 17Q: 3 clusters Score -293717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -293718.906250 Penalty: 2587.105225
	Iteration 18Q: 3 clusters Score -293718.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -293719.406250 Penalty: 2587.105225
	Iteration 19Q: 3 clusters Score -293719.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -293720.500000 Penalty: 2587.105225
	Iteration 20F: 3 clusters Score -293720.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -293721.812500 Penalty: 2587.105225
	Iteration 21Q: 3 clusters Score -293721.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -293723.781250 Penalty: 2587.105225
	Iteration 22Q: 3 clusters Score -293723.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -293724.062500 Penalty: 2587.105225
	Iteration 23Q: 3 clusters Score -293724.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -293724.062500 Penalty: 2587.105225
	Iteration 24F: 3 clusters Score -293724.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (211294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211294 members 
Entering Unmasked Estep 
Score: -21418440.000000 Penalty: 1992.413330
	Iteration 0F: 2 clusters Score -2.141844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105315 members 
Mstep: Class 2 contains 105979 members 
Entering Unmasked Estep 
Score: -21295484.000000 Penalty: 3984.826660
	Iteration 0F: 3 clusters Score -2.129548e+07 nChanged 102252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95485 members 
Mstep: Class 2 contains 115809 members 
Entering Unmasked Estep 
Score: -21357036.000000 Penalty: 3984.826660
	Iteration 1F: 3 clusters Score -2.135704e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89472 members 
Mstep: Class 2 contains 121822 members 
Entering Unmasked Estep 
Score: -21359954.000000 Penalty: 3984.826660
	Iteration 2Q: 3 clusters Score -2.135995e+07 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80718 members 
Mstep: Class 2 contains 130576 members 
Entering Unmasked Estep 
Score: -21364718.000000 Penalty: 3984.826660
	Iteration 3F: 3 clusters Score -2.136472e+07 nChanged 13261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68757 members 
Mstep: Class 2 contains 142537 members 
Entering Unmasked Estep 
Score: -21372240.000000 Penalty: 3984.826660
	Iteration 4F: 3 clusters Score -2.137224e+07 nChanged 15678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53879 members 
Mstep: Class 2 contains 157415 members 
Entering Unmasked Estep 
Score: -21383092.000000 Penalty: 3984.826660
	Iteration 5F: 3 clusters Score -2.138309e+07 nChanged 15958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 172965 members 
Entering Unmasked Estep 
Score: -21394100.000000 Penalty: 3984.826660
	Iteration 6F: 3 clusters Score -2.13941e+07 nChanged 13720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 186475 members 
Entering Unmasked Estep 
Score: -21402340.000000 Penalty: 3984.826660
	Iteration 7F: 3 clusters Score -2.140234e+07 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 195231 members 
Entering Unmasked Estep 
Score: -21407870.000000 Penalty: 3984.826660
	Iteration 8Q: 3 clusters Score -2.140787e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 199955 members 
Entering Unmasked Estep 
Score: -21411272.000000 Penalty: 3984.826660
	Iteration 9Q: 3 clusters Score -2.141127e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 202164 members 
Entering Unmasked Estep 
Score: -21413170.000000 Penalty: 3984.826660
	Iteration 10Q: 3 clusters Score -2.141317e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 203133 members 
Entering Unmasked Estep 
Score: -21414114.000000 Penalty: 3984.826660
	Iteration 11Q: 3 clusters Score -2.141411e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 203772 members 
Entering Unmasked Estep 
Score: -21414690.000000 Penalty: 3984.826660
	Iteration 12Q: 3 clusters Score -2.141469e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 204272 members 
Entering Unmasked Estep 
Score: -21414928.000000 Penalty: 3984.826660
	Iteration 13Q: 3 clusters Score -2.141493e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 204703 members 
Entering Unmasked Estep 
Score: -21415182.000000 Penalty: 3984.826660
	Iteration 14Q: 3 clusters Score -2.141518e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 205062 members 
Entering Unmasked Estep 
Score: -21415342.000000 Penalty: 3984.826660
	Iteration 15Q: 3 clusters Score -2.141534e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 205375 members 
Entering Unmasked Estep 
Score: -21415444.000000 Penalty: 3984.826660
	Iteration 16Q: 3 clusters Score -2.141544e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 205665 members 
Entering Unmasked Estep 
Score: -21415550.000000 Penalty: 3984.826660
	Iteration 17Q: 3 clusters Score -2.141555e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 205888 members 
Entering Unmasked Estep 
Score: -21415662.000000 Penalty: 3984.826660
	Iteration 18Q: 3 clusters Score -2.141566e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 206085 members 
Entering Unmasked Estep 
Score: -21415796.000000 Penalty: 3984.826660
	Iteration 19Q: 3 clusters Score -2.14158e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 206252 members 
Entering Unmasked Estep 
Score: -21415920.000000 Penalty: 3984.826660
	Iteration 20F: 3 clusters Score -2.141592e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 206388 members 
Entering Unmasked Estep 
Score: -21415976.000000 Penalty: 3984.826660
	Iteration 21Q: 3 clusters Score -2.141598e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 206510 members 
Entering Unmasked Estep 
Score: -21416022.000000 Penalty: 3984.826660
	Iteration 22Q: 3 clusters Score -2.141602e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 206602 members 
Entering Unmasked Estep 
Score: -21416052.000000 Penalty: 3984.826660
	Iteration 23Q: 3 clusters Score -2.141605e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 206690 members 
Entering Unmasked Estep 
Score: -21416096.000000 Penalty: 3984.826660
	Iteration 24Q: 3 clusters Score -2.14161e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 206760 members 
Entering Unmasked Estep 
Score: -21416134.000000 Penalty: 3984.826660
	Iteration 25Q: 3 clusters Score -2.141613e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 206811 members 
Entering Unmasked Estep 
Score: -21416168.000000 Penalty: 3984.826660
	Iteration 26Q: 3 clusters Score -2.141617e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 206863 members 
Entering Unmasked Estep 
Score: -21416148.000000 Penalty: 3984.826660
	Iteration 27Q: 3 clusters Score -2.141615e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 206914 members 
Entering Unmasked Estep 
Score: -21416128.000000 Penalty: 3984.826660
	Iteration 28Q: 3 clusters Score -2.141613e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 206953 members 
Entering Unmasked Estep 
Score: -21416146.000000 Penalty: 3984.826660
	Iteration 29Q: 3 clusters Score -2.141615e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 206994 members 
Entering Unmasked Estep 
Score: -21416152.000000 Penalty: 3984.826660
	Iteration 30Q: 3 clusters Score -2.141615e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 207044 members 
Entering Unmasked Estep 
Score: -21416160.000000 Penalty: 3984.826660
	Iteration 31Q: 3 clusters Score -2.141616e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 207093 members 
Entering Unmasked Estep 
Score: -21416164.000000 Penalty: 3984.826660
	Iteration 32Q: 3 clusters Score -2.141616e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 207139 members 
Entering Unmasked Estep 
Score: -21416216.000000 Penalty: 3984.826660
	Iteration 33Q: 3 clusters Score -2.141622e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 207168 members 
Entering Unmasked Estep 
Score: -21416178.000000 Penalty: 3984.826660
	Iteration 34Q: 3 clusters Score -2.141618e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 207195 members 
Entering Unmasked Estep 
Score: -21416188.000000 Penalty: 3984.826660
	Iteration 35Q: 3 clusters Score -2.141619e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 207208 members 
Entering Unmasked Estep 
Score: -21416210.000000 Penalty: 3984.826660
	Iteration 36Q: 3 clusters Score -2.141621e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 207241 members 
Entering Unmasked Estep 
Score: -21416242.000000 Penalty: 3984.826660
	Iteration 37Q: 3 clusters Score -2.141624e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 207287 members 
Entering Unmasked Estep 
Score: -21416240.000000 Penalty: 3984.826660
	Iteration 38Q: 3 clusters Score -2.141624e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 207331 members 
Entering Unmasked Estep 
Score: -21416278.000000 Penalty: 3984.826660
	Iteration 39Q: 3 clusters Score -2.141628e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 207381 members 
Entering Unmasked Estep 
Score: -21416272.000000 Penalty: 3984.826660
	Iteration 40F: 3 clusters Score -2.141627e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 207430 members 
Entering Unmasked Estep 
Score: -21416288.000000 Penalty: 3984.826660
	Iteration 41Q: 3 clusters Score -2.141629e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 207472 members 
Entering Unmasked Estep 
Score: -21416318.000000 Penalty: 3984.826660
	Iteration 42Q: 3 clusters Score -2.141632e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 207503 members 
Entering Unmasked Estep 
Score: -21416312.000000 Penalty: 3984.826660
	Iteration 43Q: 3 clusters Score -2.141631e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 207536 members 
Entering Unmasked Estep 
Score: -21416350.000000 Penalty: 3984.826660
	Iteration 44Q: 3 clusters Score -2.141635e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 207572 members 
Entering Unmasked Estep 
Score: -21416360.000000 Penalty: 3984.826660
	Iteration 45Q: 3 clusters Score -2.141636e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 207600 members 
Entering Unmasked Estep 
Score: -21416372.000000 Penalty: 3984.826660
	Iteration 46Q: 3 clusters Score -2.141637e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 207609 members 
Entering Unmasked Estep 
Score: -21416366.000000 Penalty: 3984.826660
	Iteration 47Q: 3 clusters Score -2.141637e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 207617 members 
Entering Unmasked Estep 
Score: -21416380.000000 Penalty: 3984.826660
	Iteration 48Q: 3 clusters Score -2.141638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 207622 members 
Entering Unmasked Estep 
Score: -21416382.000000 Penalty: 3984.826660
	Iteration 49Q: 3 clusters Score -2.141638e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 207624 members 
Entering Unmasked Estep 
Score: -21416398.000000 Penalty: 3984.826660
	Iteration 50Q: 3 clusters Score -2.14164e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 207629 members 
Entering Unmasked Estep 
Score: -21416402.000000 Penalty: 3984.826660
	Iteration 51Q: 3 clusters Score -2.14164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 207632 members 
Entering Unmasked Estep 
Score: -21416412.000000 Penalty: 3984.826660
	Iteration 52Q: 3 clusters Score -2.141641e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 207636 members 
Entering Unmasked Estep 
Score: -21416422.000000 Penalty: 3984.826660
	Iteration 53Q: 3 clusters Score -2.141642e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 207647 members 
Entering Unmasked Estep 
Score: -21416436.000000 Penalty: 3984.826660
	Iteration 54Q: 3 clusters Score -2.141644e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 207651 members 
Entering Unmasked Estep 
Score: -21416442.000000 Penalty: 3984.826660
	Iteration 55Q: 3 clusters Score -2.141644e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 207664 members 
Entering Unmasked Estep 
Score: -21416458.000000 Penalty: 3984.826660
	Iteration 56Q: 3 clusters Score -2.141646e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 207685 members 
Entering Unmasked Estep 
Score: -21416460.000000 Penalty: 3984.826660
	Iteration 57Q: 3 clusters Score -2.141646e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 207692 members 
Entering Unmasked Estep 
Score: -21416464.000000 Penalty: 3984.826660
	Iteration 58Q: 3 clusters Score -2.141646e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 207699 members 
Entering Unmasked Estep 
Score: -21416472.000000 Penalty: 3984.826660
	Iteration 59Q: 3 clusters Score -2.141647e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 207710 members 
Entering Unmasked Estep 
Score: -21416498.000000 Penalty: 3984.826660
	Iteration 60F: 3 clusters Score -2.14165e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 207720 members 
Entering Unmasked Estep 
Score: -21416506.000000 Penalty: 3984.826660
	Iteration 61Q: 3 clusters Score -2.141651e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 207741 members 
Entering Unmasked Estep 
Score: -21416492.000000 Penalty: 3984.826660
	Iteration 62Q: 3 clusters Score -2.141649e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 207761 members 
Entering Unmasked Estep 
Score: -21416508.000000 Penalty: 3984.826660
	Iteration 63Q: 3 clusters Score -2.141651e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 207776 members 
Entering Unmasked Estep 
Score: -21416476.000000 Penalty: 3984.826660
	Iteration 64Q: 3 clusters Score -2.141648e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 207792 members 
Entering Unmasked Estep 
Score: -21416482.000000 Penalty: 3984.826660
	Iteration 65Q: 3 clusters Score -2.141648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 207798 members 
Entering Unmasked Estep 
Score: -21416478.000000 Penalty: 3984.826660
	Iteration 66Q: 3 clusters Score -2.141648e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 207806 members 
Entering Unmasked Estep 
Score: -21416456.000000 Penalty: 3984.826660
	Iteration 67Q: 3 clusters Score -2.141646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 207810 members 
Entering Unmasked Estep 
Score: -21416468.000000 Penalty: 3984.826660
	Iteration 68Q: 3 clusters Score -2.141647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 207816 members 
Entering Unmasked Estep 
Score: -21416476.000000 Penalty: 3984.826660
	Iteration 69Q: 3 clusters Score -2.141648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 207822 members 
Entering Unmasked Estep 
Score: -21416474.000000 Penalty: 3984.826660
	Iteration 70Q: 3 clusters Score -2.141647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 207823 members 
Entering Unmasked Estep 
Score: -21416472.000000 Penalty: 3984.826660
	Iteration 71Q: 3 clusters Score -2.141647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 207826 members 
Entering Unmasked Estep 
Score: -21416490.000000 Penalty: 3984.826660
	Iteration 72Q: 3 clusters Score -2.141649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 207829 members 
Entering Unmasked Estep 
Score: -21416488.000000 Penalty: 3984.826660
	Iteration 73Q: 3 clusters Score -2.141649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 207834 members 
Entering Unmasked Estep 
Score: -21416482.000000 Penalty: 3984.826660
	Iteration 74Q: 3 clusters Score -2.141648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 207834 members 
Entering Unmasked Estep 
Score: -21416490.000000 Penalty: 3984.826660
	Iteration 75Q: 3 clusters Score -2.141649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 207833 members 
Entering Unmasked Estep 
Score: -21416482.000000 Penalty: 3984.826660
	Iteration 76Q: 3 clusters Score -2.141648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 207833 members 
Entering Unmasked Estep 
Score: -21416490.000000 Penalty: 3984.826660
	Iteration 77Q: 3 clusters Score -2.141649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 207833 members 
Entering Unmasked Estep 
Score: -21416490.000000 Penalty: 3984.826660
	Iteration 78F: 3 clusters Score -2.141649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (254139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254139 members 
Entering Unmasked Estep 
Score: -25874272.000000 Penalty: 2022.416016
	Iteration 0F: 2 clusters Score -2.587427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127151 members 
Mstep: Class 2 contains 126988 members 
Entering Unmasked Estep 
Score: -25747658.000000 Penalty: 4044.832031
	Iteration 0F: 3 clusters Score -2.574766e+07 nChanged 123581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127688 members 
Mstep: Class 2 contains 126451 members 
Entering Unmasked Estep 
Score: -25821270.000000 Penalty: 4044.832031
	Iteration 1F: 3 clusters Score -2.582127e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128403 members 
Mstep: Class 2 contains 125736 members 
Entering Unmasked Estep 
Score: -25823350.000000 Penalty: 4044.832031
	Iteration 2Q: 3 clusters Score -2.582335e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129476 members 
Mstep: Class 2 contains 124663 members 
Entering Unmasked Estep 
Score: -25826020.000000 Penalty: 4044.832031
	Iteration 3Q: 3 clusters Score -2.582602e+07 nChanged 10842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131068 members 
Mstep: Class 2 contains 123071 members 
Entering Unmasked Estep 
Score: -25830832.000000 Penalty: 4044.832031
	Iteration 4Q: 3 clusters Score -2.583083e+07 nChanged 13942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133256 members 
Mstep: Class 2 contains 120883 members 
Entering Unmasked Estep 
Score: -25838656.000000 Penalty: 4044.832031
	Iteration 5F: 3 clusters Score -2.583866e+07 nChanged 17459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135855 members 
Mstep: Class 2 contains 118284 members 
Entering Unmasked Estep 
Score: -25852362.000000 Penalty: 4044.832031
	Iteration 6F: 3 clusters Score -2.585236e+07 nChanged 19827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138116 members 
Mstep: Class 2 contains 116023 members 
Entering Unmasked Estep 
Score: -25867844.000000 Penalty: 4044.832031
	Iteration 7F: 3 clusters Score -2.586784e+07 nChanged 17534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139066 members 
Mstep: Class 2 contains 115073 members 
Entering Unmasked Estep 
Score: -25877266.000000 Penalty: 4044.832031
	Iteration 8F: 3 clusters Score -2.587727e+07 nChanged 11599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138939 members 
Mstep: Class 2 contains 115200 members 
Entering Unmasked Estep 
Score: -25879640.000000 Penalty: 4044.832031
	Iteration 9Q: 3 clusters Score -2.587964e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138352 members 
Mstep: Class 2 contains 115787 members 
Entering Unmasked Estep 
Score: -25879964.000000 Penalty: 4044.832031
	Iteration 10Q: 3 clusters Score -2.587996e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137509 members 
Mstep: Class 2 contains 116630 members 
Entering Unmasked Estep 
Score: -25880052.000000 Penalty: 4044.832031
	Iteration 11Q: 3 clusters Score -2.588005e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136579 members 
Mstep: Class 2 contains 117560 members 
Entering Unmasked Estep 
Score: -25879764.000000 Penalty: 4044.832031
	Iteration 12Q: 3 clusters Score -2.587976e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135579 members 
Mstep: Class 2 contains 118560 members 
Entering Unmasked Estep 
Score: -25879376.000000 Penalty: 4044.832031
	Iteration 13Q: 3 clusters Score -2.587938e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134457 members 
Mstep: Class 2 contains 119682 members 
Entering Unmasked Estep 
Score: -25879092.000000 Penalty: 4044.832031
	Iteration 14Q: 3 clusters Score -2.587909e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133093 members 
Mstep: Class 2 contains 121046 members 
Entering Unmasked Estep 
Score: -25878792.000000 Penalty: 4044.832031
	Iteration 15Q: 3 clusters Score -2.587879e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131652 members 
Mstep: Class 2 contains 122487 members 
Entering Unmasked Estep 
Score: -25878368.000000 Penalty: 4044.832031
	Iteration 16Q: 3 clusters Score -2.587837e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130116 members 
Mstep: Class 2 contains 124023 members 
Entering Unmasked Estep 
Score: -25877996.000000 Penalty: 4044.832031
	Iteration 17Q: 3 clusters Score -2.5878e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128554 members 
Mstep: Class 2 contains 125585 members 
Entering Unmasked Estep 
Score: -25877786.000000 Penalty: 4044.832031
	Iteration 18Q: 3 clusters Score -2.587779e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126849 members 
Mstep: Class 2 contains 127290 members 
Entering Unmasked Estep 
Score: -25877488.000000 Penalty: 4044.832031
	Iteration 19Q: 3 clusters Score -2.587749e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125068 members 
Mstep: Class 2 contains 129071 members 
Entering Unmasked Estep 
Score: -25877366.000000 Penalty: 4044.832031
	Iteration 20F: 3 clusters Score -2.587737e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123181 members 
Mstep: Class 2 contains 130958 members 
Entering Unmasked Estep 
Score: -25877278.000000 Penalty: 4044.832031
	Iteration 21Q: 3 clusters Score -2.587728e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121201 members 
Mstep: Class 2 contains 132938 members 
Entering Unmasked Estep 
Score: -25877138.000000 Penalty: 4044.832031
	Iteration 22Q: 3 clusters Score -2.587714e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119157 members 
Mstep: Class 2 contains 134982 members 
Entering Unmasked Estep 
Score: -25877036.000000 Penalty: 4044.832031
	Iteration 23Q: 3 clusters Score -2.587704e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116986 members 
Mstep: Class 2 contains 137153 members 
Entering Unmasked Estep 
Score: -25877104.000000 Penalty: 4044.832031
	Iteration 24Q: 3 clusters Score -2.58771e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114740 members 
Mstep: Class 2 contains 139399 members 
Entering Unmasked Estep 
Score: -25877286.000000 Penalty: 4044.832031
	Iteration 25Q: 3 clusters Score -2.587729e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112313 members 
Mstep: Class 2 contains 141826 members 
Entering Unmasked Estep 
Score: -25877484.000000 Penalty: 4044.832031
	Iteration 26Q: 3 clusters Score -2.587748e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109903 members 
Mstep: Class 2 contains 144236 members 
Entering Unmasked Estep 
Score: -25877508.000000 Penalty: 4044.832031
	Iteration 27Q: 3 clusters Score -2.587751e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107513 members 
Mstep: Class 2 contains 146626 members 
Entering Unmasked Estep 
Score: -25877866.000000 Penalty: 4044.832031
	Iteration 28Q: 3 clusters Score -2.587787e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104906 members 
Mstep: Class 2 contains 149233 members 
Entering Unmasked Estep 
Score: -25878372.000000 Penalty: 4044.832031
	Iteration 29Q: 3 clusters Score -2.587837e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102170 members 
Mstep: Class 2 contains 151969 members 
Entering Unmasked Estep 
Score: -25878778.000000 Penalty: 4044.832031
	Iteration 30Q: 3 clusters Score -2.587878e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99626 members 
Mstep: Class 2 contains 154513 members 
Entering Unmasked Estep 
Score: -25879102.000000 Penalty: 4044.832031
	Iteration 31Q: 3 clusters Score -2.58791e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97055 members 
Mstep: Class 2 contains 157084 members 
Entering Unmasked Estep 
Score: -25879614.000000 Penalty: 4044.832031
	Iteration 32Q: 3 clusters Score -2.587961e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94505 members 
Mstep: Class 2 contains 159634 members 
Entering Unmasked Estep 
Score: -25879940.000000 Penalty: 4044.832031
	Iteration 33Q: 3 clusters Score -2.587994e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91994 members 
Mstep: Class 2 contains 162145 members 
Entering Unmasked Estep 
Score: -25880208.000000 Penalty: 4044.832031
	Iteration 34Q: 3 clusters Score -2.588021e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89662 members 
Mstep: Class 2 contains 164477 members 
Entering Unmasked Estep 
Score: -25880568.000000 Penalty: 4044.832031
	Iteration 35Q: 3 clusters Score -2.588057e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87524 members 
Mstep: Class 2 contains 166615 members 
Entering Unmasked Estep 
Score: -25880876.000000 Penalty: 4044.832031
	Iteration 36Q: 3 clusters Score -2.588088e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85362 members 
Mstep: Class 2 contains 168777 members 
Entering Unmasked Estep 
Score: -25881124.000000 Penalty: 4044.832031
	Iteration 37Q: 3 clusters Score -2.588112e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83402 members 
Mstep: Class 2 contains 170737 members 
Entering Unmasked Estep 
Score: -25881276.000000 Penalty: 4044.832031
	Iteration 38Q: 3 clusters Score -2.588128e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81651 members 
Mstep: Class 2 contains 172488 members 
Entering Unmasked Estep 
Score: -25881418.000000 Penalty: 4044.832031
	Iteration 39Q: 3 clusters Score -2.588142e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80257 members 
Mstep: Class 2 contains 173882 members 
Entering Unmasked Estep 
Score: -25881718.000000 Penalty: 4044.832031
	Iteration 40F: 3 clusters Score -2.588172e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79161 members 
Mstep: Class 2 contains 174978 members 
Entering Unmasked Estep 
Score: -25881878.000000 Penalty: 4044.832031
	Iteration 41Q: 3 clusters Score -2.588188e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78353 members 
Mstep: Class 2 contains 175786 members 
Entering Unmasked Estep 
Score: -25881922.000000 Penalty: 4044.832031
	Iteration 42Q: 3 clusters Score -2.588192e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77767 members 
Mstep: Class 2 contains 176372 members 
Entering Unmasked Estep 
Score: -25882070.000000 Penalty: 4044.832031
	Iteration 43Q: 3 clusters Score -2.588207e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77337 members 
Mstep: Class 2 contains 176802 members 
Entering Unmasked Estep 
Score: -25882034.000000 Penalty: 4044.832031
	Iteration 44Q: 3 clusters Score -2.588203e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 177132 members 
Entering Unmasked Estep 
Score: -25882150.000000 Penalty: 4044.832031
	Iteration 45Q: 3 clusters Score -2.588215e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76777 members 
Mstep: Class 2 contains 177362 members 
Entering Unmasked Estep 
Score: -25882214.000000 Penalty: 4044.832031
	Iteration 46Q: 3 clusters Score -2.588221e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76682 members 
Mstep: Class 2 contains 177457 members 
Entering Unmasked Estep 
Score: -25882140.000000 Penalty: 4044.832031
	Iteration 47Q: 3 clusters Score -2.588214e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76598 members 
Mstep: Class 2 contains 177541 members 
Entering Unmasked Estep 
Score: -25882104.000000 Penalty: 4044.832031
	Iteration 48Q: 3 clusters Score -2.58821e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76587 members 
Mstep: Class 2 contains 177552 members 
Entering Unmasked Estep 
Score: -25882154.000000 Penalty: 4044.832031
	Iteration 49Q: 3 clusters Score -2.588215e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76632 members 
Mstep: Class 2 contains 177507 members 
Entering Unmasked Estep 
Score: -25882176.000000 Penalty: 4044.832031
	Iteration 50Q: 3 clusters Score -2.588218e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76691 members 
Mstep: Class 2 contains 177448 members 
Entering Unmasked Estep 
Score: -25882116.000000 Penalty: 4044.832031
	Iteration 51Q: 3 clusters Score -2.588212e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76821 members 
Mstep: Class 2 contains 177318 members 
Entering Unmasked Estep 
Score: -25882206.000000 Penalty: 4044.832031
	Iteration 52Q: 3 clusters Score -2.588221e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77015 members 
Mstep: Class 2 contains 177124 members 
Entering Unmasked Estep 
Score: -25882222.000000 Penalty: 4044.832031
	Iteration 53Q: 3 clusters Score -2.588222e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 176944 members 
Entering Unmasked Estep 
Score: -25882352.000000 Penalty: 4044.832031
	Iteration 54Q: 3 clusters Score -2.588235e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77414 members 
Mstep: Class 2 contains 176725 members 
Entering Unmasked Estep 
Score: -25882376.000000 Penalty: 4044.832031
	Iteration 55Q: 3 clusters Score -2.588238e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77616 members 
Mstep: Class 2 contains 176523 members 
Entering Unmasked Estep 
Score: -25882440.000000 Penalty: 4044.832031
	Iteration 56Q: 3 clusters Score -2.588244e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77824 members 
Mstep: Class 2 contains 176315 members 
Entering Unmasked Estep 
Score: -25882472.000000 Penalty: 4044.832031
	Iteration 57Q: 3 clusters Score -2.588247e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78011 members 
Mstep: Class 2 contains 176128 members 
Entering Unmasked Estep 
Score: -25882554.000000 Penalty: 4044.832031
	Iteration 58Q: 3 clusters Score -2.588255e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78205 members 
Mstep: Class 2 contains 175934 members 
Entering Unmasked Estep 
Score: -25882594.000000 Penalty: 4044.832031
	Iteration 59Q: 3 clusters Score -2.588259e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78416 members 
Mstep: Class 2 contains 175723 members 
Entering Unmasked Estep 
Score: -25882622.000000 Penalty: 4044.832031
	Iteration 60F: 3 clusters Score -2.588262e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78594 members 
Mstep: Class 2 contains 175545 members 
Entering Unmasked Estep 
Score: -25882640.000000 Penalty: 4044.832031
	Iteration 61Q: 3 clusters Score -2.588264e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78780 members 
Mstep: Class 2 contains 175359 members 
Entering Unmasked Estep 
Score: -25882690.000000 Penalty: 4044.832031
	Iteration 62Q: 3 clusters Score -2.588269e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78916 members 
Mstep: Class 2 contains 175223 members 
Entering Unmasked Estep 
Score: -25882736.000000 Penalty: 4044.832031
	Iteration 63Q: 3 clusters Score -2.588274e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79026 members 
Mstep: Class 2 contains 175113 members 
Entering Unmasked Estep 
Score: -25882742.000000 Penalty: 4044.832031
	Iteration 64Q: 3 clusters Score -2.588274e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79134 members 
Mstep: Class 2 contains 175005 members 
Entering Unmasked Estep 
Score: -25882832.000000 Penalty: 4044.832031
	Iteration 65Q: 3 clusters Score -2.588283e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79254 members 
Mstep: Class 2 contains 174885 members 
Entering Unmasked Estep 
Score: -25882916.000000 Penalty: 4044.832031
	Iteration 66Q: 3 clusters Score -2.588292e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79349 members 
Mstep: Class 2 contains 174790 members 
Entering Unmasked Estep 
Score: -25882872.000000 Penalty: 4044.832031
	Iteration 67Q: 3 clusters Score -2.588287e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79420 members 
Mstep: Class 2 contains 174719 members 
Entering Unmasked Estep 
Score: -25882836.000000 Penalty: 4044.832031
	Iteration 68Q: 3 clusters Score -2.588284e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79511 members 
Mstep: Class 2 contains 174628 members 
Entering Unmasked Estep 
Score: -25882830.000000 Penalty: 4044.832031
	Iteration 69Q: 3 clusters Score -2.588283e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79596 members 
Mstep: Class 2 contains 174543 members 
Entering Unmasked Estep 
Score: -25882806.000000 Penalty: 4044.832031
	Iteration 70Q: 3 clusters Score -2.588281e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79709 members 
Mstep: Class 2 contains 174430 members 
Entering Unmasked Estep 
Score: -25882826.000000 Penalty: 4044.832031
	Iteration 71Q: 3 clusters Score -2.588283e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79856 members 
Mstep: Class 2 contains 174283 members 
Entering Unmasked Estep 
Score: -25882840.000000 Penalty: 4044.832031
	Iteration 72Q: 3 clusters Score -2.588284e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79960 members 
Mstep: Class 2 contains 174179 members 
Entering Unmasked Estep 
Score: -25882880.000000 Penalty: 4044.832031
	Iteration 73Q: 3 clusters Score -2.588288e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80017 members 
Mstep: Class 2 contains 174122 members 
Entering Unmasked Estep 
Score: -25882882.000000 Penalty: 4044.832031
	Iteration 74Q: 3 clusters Score -2.588288e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80049 members 
Mstep: Class 2 contains 174090 members 
Entering Unmasked Estep 
Score: -25882928.000000 Penalty: 4044.832031
	Iteration 75Q: 3 clusters Score -2.588293e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80069 members 
Mstep: Class 2 contains 174070 members 
Entering Unmasked Estep 
Score: -25882934.000000 Penalty: 4044.832031
	Iteration 76Q: 3 clusters Score -2.588293e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80051 members 
Mstep: Class 2 contains 174088 members 
Entering Unmasked Estep 
Score: -25882944.000000 Penalty: 4044.832031
	Iteration 77Q: 3 clusters Score -2.588294e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80052 members 
Mstep: Class 2 contains 174087 members 
Entering Unmasked Estep 
Score: -25882916.000000 Penalty: 4044.832031
	Iteration 78Q: 3 clusters Score -2.588292e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80054 members 
Mstep: Class 2 contains 174085 members 
Entering Unmasked Estep 
Score: -25882936.000000 Penalty: 4044.832031
	Iteration 79Q: 3 clusters Score -2.588294e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80043 members 
Mstep: Class 2 contains 174096 members 
Entering Unmasked Estep 
Score: -25882950.000000 Penalty: 4044.832031
	Iteration 80F: 3 clusters Score -2.588295e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 174107 members 
Entering Unmasked Estep 
Score: -25882932.000000 Penalty: 4044.832031
	Iteration 81Q: 3 clusters Score -2.588293e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80033 members 
Mstep: Class 2 contains 174106 members 
Entering Unmasked Estep 
Score: -25882956.000000 Penalty: 4044.832031
	Iteration 82Q: 3 clusters Score -2.588296e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80056 members 
Mstep: Class 2 contains 174083 members 
Entering Unmasked Estep 
Score: -25883002.000000 Penalty: 4044.832031
	Iteration 83Q: 3 clusters Score -2.5883e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80071 members 
Mstep: Class 2 contains 174068 members 
Entering Unmasked Estep 
Score: -25883052.000000 Penalty: 4044.832031
	Iteration 84Q: 3 clusters Score -2.588305e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80094 members 
Mstep: Class 2 contains 174045 members 
Entering Unmasked Estep 
Score: -25883072.000000 Penalty: 4044.832031
	Iteration 85Q: 3 clusters Score -2.588307e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Mstep: Class 2 contains 174013 members 
Entering Unmasked Estep 
Score: -25883044.000000 Penalty: 4044.832031
	Iteration 86Q: 3 clusters Score -2.588304e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80141 members 
Mstep: Class 2 contains 173998 members 
Entering Unmasked Estep 
Score: -25883030.000000 Penalty: 4044.832031
	Iteration 87Q: 3 clusters Score -2.588303e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80161 members 
Mstep: Class 2 contains 173978 members 
Entering Unmasked Estep 
Score: -25883020.000000 Penalty: 4044.832031
	Iteration 88Q: 3 clusters Score -2.588302e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80168 members 
Mstep: Class 2 contains 173971 members 
Entering Unmasked Estep 
Score: -25883026.000000 Penalty: 4044.832031
	Iteration 89Q: 3 clusters Score -2.588303e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80178 members 
Mstep: Class 2 contains 173961 members 
Entering Unmasked Estep 
Score: -25883038.000000 Penalty: 4044.832031
	Iteration 90Q: 3 clusters Score -2.588304e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80207 members 
Mstep: Class 2 contains 173932 members 
Entering Unmasked Estep 
Score: -25883034.000000 Penalty: 4044.832031
	Iteration 91Q: 3 clusters Score -2.588303e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80218 members 
Mstep: Class 2 contains 173921 members 
Entering Unmasked Estep 
Score: -25882982.000000 Penalty: 4044.832031
	Iteration 92Q: 3 clusters Score -2.588298e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80218 members 
Mstep: Class 2 contains 173921 members 
Entering Unmasked Estep 
Score: -25883022.000000 Penalty: 4044.832031
	Iteration 93Q: 3 clusters Score -2.588302e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80230 members 
Mstep: Class 2 contains 173909 members 
Entering Unmasked Estep 
Score: -25883048.000000 Penalty: 4044.832031
	Iteration 94Q: 3 clusters Score -2.588305e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80257 members 
Mstep: Class 2 contains 173882 members 
Entering Unmasked Estep 
Score: -25883092.000000 Penalty: 4044.832031
	Iteration 95Q: 3 clusters Score -2.588309e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80281 members 
Mstep: Class 2 contains 173858 members 
Entering Unmasked Estep 
Score: -25883090.000000 Penalty: 4044.832031
	Iteration 96Q: 3 clusters Score -2.588309e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80288 members 
Mstep: Class 2 contains 173851 members 
Entering Unmasked Estep 
Score: -25883136.000000 Penalty: 4044.832031
	Iteration 97Q: 3 clusters Score -2.588314e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80296 members 
Mstep: Class 2 contains 173843 members 
Entering Unmasked Estep 
Score: -25883090.000000 Penalty: 4044.832031
	Iteration 98Q: 3 clusters Score -2.588309e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 173829 members 
Entering Unmasked Estep 
Score: -25883076.000000 Penalty: 4044.832031
	Iteration 99Q: 3 clusters Score -2.588308e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80325 members 
Mstep: Class 2 contains 173814 members 
Entering Unmasked Estep 
Score: -25883078.000000 Penalty: 4044.832031
	Iteration 100F: 3 clusters Score -2.588308e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80329 members 
Mstep: Class 2 contains 173810 members 
Entering Unmasked Estep 
Score: -25883020.000000 Penalty: 4044.832031
	Iteration 101Q: 3 clusters Score -2.588302e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80320 members 
Mstep: Class 2 contains 173819 members 
Entering Unmasked Estep 
Score: -25883012.000000 Penalty: 4044.832031
	Iteration 102Q: 3 clusters Score -2.588301e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80325 members 
Mstep: Class 2 contains 173814 members 
Entering Unmasked Estep 
Score: -25883010.000000 Penalty: 4044.832031
	Iteration 103Q: 3 clusters Score -2.588301e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 173802 members 
Entering Unmasked Estep 
Score: -25883020.000000 Penalty: 4044.832031
	Iteration 104Q: 3 clusters Score -2.588302e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80348 members 
Mstep: Class 2 contains 173791 members 
Entering Unmasked Estep 
Score: -25883038.000000 Penalty: 4044.832031
	Iteration 105Q: 3 clusters Score -2.588304e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80366 members 
Mstep: Class 2 contains 173773 members 
Entering Unmasked Estep 
Score: -25883044.000000 Penalty: 4044.832031
	Iteration 106Q: 3 clusters Score -2.588304e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 173764 members 
Entering Unmasked Estep 
Score: -25883044.000000 Penalty: 4044.832031
	Iteration 107Q: 3 clusters Score -2.588304e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 173729 members 
Entering Unmasked Estep 
Score: -25883054.000000 Penalty: 4044.832031
	Iteration 108Q: 3 clusters Score -2.588305e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80435 members 
Mstep: Class 2 contains 173704 members 
Entering Unmasked Estep 
Score: -25883040.000000 Penalty: 4044.832031
	Iteration 109Q: 3 clusters Score -2.588304e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 173669 members 
Entering Unmasked Estep 
Score: -25883062.000000 Penalty: 4044.832031
	Iteration 110Q: 3 clusters Score -2.588306e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80504 members 
Mstep: Class 2 contains 173635 members 
Entering Unmasked Estep 
Score: -25883062.000000 Penalty: 4044.832031
	Iteration 111Q: 3 clusters Score -2.588306e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80547 members 
Mstep: Class 2 contains 173592 members 
Entering Unmasked Estep 
Score: -25883074.000000 Penalty: 4044.832031
	Iteration 112Q: 3 clusters Score -2.588307e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80587 members 
Mstep: Class 2 contains 173552 members 
Entering Unmasked Estep 
Score: -25883098.000000 Penalty: 4044.832031
	Iteration 113Q: 3 clusters Score -2.58831e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80632 members 
Mstep: Class 2 contains 173507 members 
Entering Unmasked Estep 
Score: -25883100.000000 Penalty: 4044.832031
	Iteration 114Q: 3 clusters Score -2.58831e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80675 members 
Mstep: Class 2 contains 173464 members 
Entering Unmasked Estep 
Score: -25883056.000000 Penalty: 4044.832031
	Iteration 115Q: 3 clusters Score -2.588306e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80704 members 
Mstep: Class 2 contains 173435 members 
Entering Unmasked Estep 
Score: -25883080.000000 Penalty: 4044.832031
	Iteration 116Q: 3 clusters Score -2.588308e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80735 members 
Mstep: Class 2 contains 173404 members 
Entering Unmasked Estep 
Score: -25883092.000000 Penalty: 4044.832031
	Iteration 117Q: 3 clusters Score -2.588309e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80775 members 
Mstep: Class 2 contains 173364 members 
Entering Unmasked Estep 
Score: -25883088.000000 Penalty: 4044.832031
	Iteration 118Q: 3 clusters Score -2.588309e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80810 members 
Mstep: Class 2 contains 173329 members 
Entering Unmasked Estep 
Score: -25883084.000000 Penalty: 4044.832031
	Iteration 119Q: 3 clusters Score -2.588308e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80840 members 
Mstep: Class 2 contains 173299 members 
Entering Unmasked Estep 
Score: -25883100.000000 Penalty: 4044.832031
	Iteration 120F: 3 clusters Score -2.58831e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80871 members 
Mstep: Class 2 contains 173268 members 
Entering Unmasked Estep 
Score: -25883090.000000 Penalty: 4044.832031
	Iteration 121Q: 3 clusters Score -2.588309e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80899 members 
Mstep: Class 2 contains 173240 members 
Entering Unmasked Estep 
Score: -25883076.000000 Penalty: 4044.832031
	Iteration 122Q: 3 clusters Score -2.588308e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 173211 members 
Entering Unmasked Estep 
Score: -25883066.000000 Penalty: 4044.832031
	Iteration 123Q: 3 clusters Score -2.588307e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80948 members 
Mstep: Class 2 contains 173191 members 
Entering Unmasked Estep 
Score: -25883102.000000 Penalty: 4044.832031
	Iteration 124Q: 3 clusters Score -2.58831e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 173159 members 
Entering Unmasked Estep 
Score: -25883114.000000 Penalty: 4044.832031
	Iteration 125Q: 3 clusters Score -2.588311e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81019 members 
Mstep: Class 2 contains 173120 members 
Entering Unmasked Estep 
Score: -25883114.000000 Penalty: 4044.832031
	Iteration 126Q: 3 clusters Score -2.588311e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81072 members 
Mstep: Class 2 contains 173067 members 
Entering Unmasked Estep 
Score: -25883096.000000 Penalty: 4044.832031
	Iteration 127Q: 3 clusters Score -2.58831e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81119 members 
Mstep: Class 2 contains 173020 members 
Entering Unmasked Estep 
Score: -25883104.000000 Penalty: 4044.832031
	Iteration 128Q: 3 clusters Score -2.58831e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81155 members 
Mstep: Class 2 contains 172984 members 
Entering Unmasked Estep 
Score: -25883118.000000 Penalty: 4044.832031
	Iteration 129Q: 3 clusters Score -2.588312e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81198 members 
Mstep: Class 2 contains 172941 members 
Entering Unmasked Estep 
Score: -25883106.000000 Penalty: 4044.832031
	Iteration 130Q: 3 clusters Score -2.588311e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81230 members 
Mstep: Class 2 contains 172909 members 
Entering Unmasked Estep 
Score: -25883120.000000 Penalty: 4044.832031
	Iteration 131Q: 3 clusters Score -2.588312e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81254 members 
Mstep: Class 2 contains 172885 members 
Entering Unmasked Estep 
Score: -25883130.000000 Penalty: 4044.832031
	Iteration 132Q: 3 clusters Score -2.588313e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81276 members 
Mstep: Class 2 contains 172863 members 
Entering Unmasked Estep 
Score: -25883136.000000 Penalty: 4044.832031
	Iteration 133Q: 3 clusters Score -2.588314e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 172845 members 
Entering Unmasked Estep 
Score: -25883150.000000 Penalty: 4044.832031
	Iteration 134Q: 3 clusters Score -2.588315e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 172827 members 
Entering Unmasked Estep 
Score: -25883130.000000 Penalty: 4044.832031
	Iteration 135Q: 3 clusters Score -2.588313e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81328 members 
Mstep: Class 2 contains 172811 members 
Entering Unmasked Estep 
Score: -25883144.000000 Penalty: 4044.832031
	Iteration 136Q: 3 clusters Score -2.588314e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81346 members 
Mstep: Class 2 contains 172793 members 
Entering Unmasked Estep 
Score: -25883138.000000 Penalty: 4044.832031
	Iteration 137Q: 3 clusters Score -2.588314e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81363 members 
Mstep: Class 2 contains 172776 members 
Entering Unmasked Estep 
Score: -25883142.000000 Penalty: 4044.832031
	Iteration 138Q: 3 clusters Score -2.588314e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81383 members 
Mstep: Class 2 contains 172756 members 
Entering Unmasked Estep 
Score: -25883140.000000 Penalty: 4044.832031
	Iteration 139Q: 3 clusters Score -2.588314e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81402 members 
Mstep: Class 2 contains 172737 members 
Entering Unmasked Estep 
Score: -25883134.000000 Penalty: 4044.832031
	Iteration 140F: 3 clusters Score -2.588313e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81426 members 
Mstep: Class 2 contains 172713 members 
Entering Unmasked Estep 
Score: -25883152.000000 Penalty: 4044.832031
	Iteration 141Q: 3 clusters Score -2.588315e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81454 members 
Mstep: Class 2 contains 172685 members 
Entering Unmasked Estep 
Score: -25883168.000000 Penalty: 4044.832031
	Iteration 142Q: 3 clusters Score -2.588317e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81480 members 
Mstep: Class 2 contains 172659 members 
Entering Unmasked Estep 
Score: -25883168.000000 Penalty: 4044.832031
	Iteration 143Q: 3 clusters Score -2.588317e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81508 members 
Mstep: Class 2 contains 172631 members 
Entering Unmasked Estep 
Score: -25883192.000000 Penalty: 4044.832031
	Iteration 144Q: 3 clusters Score -2.588319e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81535 members 
Mstep: Class 2 contains 172604 members 
Entering Unmasked Estep 
Score: -25883176.000000 Penalty: 4044.832031
	Iteration 145Q: 3 clusters Score -2.588318e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81565 members 
Mstep: Class 2 contains 172574 members 
Entering Unmasked Estep 
Score: -25883186.000000 Penalty: 4044.832031
	Iteration 146Q: 3 clusters Score -2.588319e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 172548 members 
Entering Unmasked Estep 
Score: -25883194.000000 Penalty: 4044.832031
	Iteration 147Q: 3 clusters Score -2.588319e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81622 members 
Mstep: Class 2 contains 172517 members 
Entering Unmasked Estep 
Score: -25883168.000000 Penalty: 4044.832031
	Iteration 148Q: 3 clusters Score -2.588317e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81650 members 
Mstep: Class 2 contains 172489 members 
Entering Unmasked Estep 
Score: -25883152.000000 Penalty: 4044.832031
	Iteration 149Q: 3 clusters Score -2.588315e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81677 members 
Mstep: Class 2 contains 172462 members 
Entering Unmasked Estep 
Score: -25883190.000000 Penalty: 4044.832031
	Iteration 150Q: 3 clusters Score -2.588319e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81702 members 
Mstep: Class 2 contains 172437 members 
Entering Unmasked Estep 
Score: -25883182.000000 Penalty: 4044.832031
	Iteration 151Q: 3 clusters Score -2.588318e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81721 members 
Mstep: Class 2 contains 172418 members 
Entering Unmasked Estep 
Score: -25883182.000000 Penalty: 4044.832031
	Iteration 152Q: 3 clusters Score -2.588318e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81742 members 
Mstep: Class 2 contains 172397 members 
Entering Unmasked Estep 
Score: -25883204.000000 Penalty: 4044.832031
	Iteration 153Q: 3 clusters Score -2.58832e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81754 members 
Mstep: Class 2 contains 172385 members 
Entering Unmasked Estep 
Score: -25883220.000000 Penalty: 4044.832031
	Iteration 154Q: 3 clusters Score -2.588322e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81757 members 
Mstep: Class 2 contains 172382 members 
Entering Unmasked Estep 
Score: -25883206.000000 Penalty: 4044.832031
	Iteration 155Q: 3 clusters Score -2.588321e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81765 members 
Mstep: Class 2 contains 172374 members 
Entering Unmasked Estep 
Score: -25883218.000000 Penalty: 4044.832031
	Iteration 156Q: 3 clusters Score -2.588322e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81773 members 
Mstep: Class 2 contains 172366 members 
Entering Unmasked Estep 
Score: -25883246.000000 Penalty: 4044.832031
	Iteration 157Q: 3 clusters Score -2.588325e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 172353 members 
Entering Unmasked Estep 
Score: -25883258.000000 Penalty: 4044.832031
	Iteration 158Q: 3 clusters Score -2.588326e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81792 members 
Mstep: Class 2 contains 172347 members 
Entering Unmasked Estep 
Score: -25883290.000000 Penalty: 4044.832031
	Iteration 159Q: 3 clusters Score -2.588329e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81807 members 
Mstep: Class 2 contains 172332 members 
Entering Unmasked Estep 
Score: -25883298.000000 Penalty: 4044.832031
	Iteration 160F: 3 clusters Score -2.58833e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81814 members 
Mstep: Class 2 contains 172325 members 
Entering Unmasked Estep 
Score: -25883292.000000 Penalty: 4044.832031
	Iteration 161Q: 3 clusters Score -2.588329e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81821 members 
Mstep: Class 2 contains 172318 members 
Entering Unmasked Estep 
Score: -25883292.000000 Penalty: 4044.832031
	Iteration 162Q: 3 clusters Score -2.588329e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81831 members 
Mstep: Class 2 contains 172308 members 
Entering Unmasked Estep 
Score: -25883306.000000 Penalty: 4044.832031
	Iteration 163Q: 3 clusters Score -2.588331e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81826 members 
Mstep: Class 2 contains 172313 members 
Entering Unmasked Estep 
Score: -25883304.000000 Penalty: 4044.832031
	Iteration 164Q: 3 clusters Score -2.58833e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81833 members 
Mstep: Class 2 contains 172306 members 
Entering Unmasked Estep 
Score: -25883322.000000 Penalty: 4044.832031
	Iteration 165Q: 3 clusters Score -2.588332e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81837 members 
Mstep: Class 2 contains 172302 members 
Entering Unmasked Estep 
Score: -25883338.000000 Penalty: 4044.832031
	Iteration 166Q: 3 clusters Score -2.588334e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81834 members 
Mstep: Class 2 contains 172305 members 
Entering Unmasked Estep 
Score: -25883348.000000 Penalty: 4044.832031
	Iteration 167Q: 3 clusters Score -2.588335e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81831 members 
Mstep: Class 2 contains 172308 members 
Entering Unmasked Estep 
Score: -25883354.000000 Penalty: 4044.832031
	Iteration 168Q: 3 clusters Score -2.588335e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81824 members 
Mstep: Class 2 contains 172315 members 
Entering Unmasked Estep 
Score: -25883356.000000 Penalty: 4044.832031
	Iteration 169Q: 3 clusters Score -2.588336e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81816 members 
Mstep: Class 2 contains 172323 members 
Entering Unmasked Estep 
Score: -25883360.000000 Penalty: 4044.832031
	Iteration 170Q: 3 clusters Score -2.588336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81816 members 
Mstep: Class 2 contains 172323 members 
Entering Unmasked Estep 
Score: -25883356.000000 Penalty: 4044.832031
	Iteration 171Q: 3 clusters Score -2.588336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81811 members 
Mstep: Class 2 contains 172328 members 
Entering Unmasked Estep 
Score: -25883368.000000 Penalty: 4044.832031
	Iteration 172Q: 3 clusters Score -2.588337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81806 members 
Mstep: Class 2 contains 172333 members 
Entering Unmasked Estep 
Score: -25883364.000000 Penalty: 4044.832031
	Iteration 173Q: 3 clusters Score -2.588336e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81811 members 
Mstep: Class 2 contains 172328 members 
Entering Unmasked Estep 
Score: -25883370.000000 Penalty: 4044.832031
	Iteration 174Q: 3 clusters Score -2.588337e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81811 members 
Mstep: Class 2 contains 172328 members 
Entering Unmasked Estep 
Score: -25883368.000000 Penalty: 4044.832031
	Iteration 175Q: 3 clusters Score -2.588337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81816 members 
Mstep: Class 2 contains 172323 members 
Entering Unmasked Estep 
Score: -25883362.000000 Penalty: 4044.832031
	Iteration 176Q: 3 clusters Score -2.588336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81820 members 
Mstep: Class 2 contains 172319 members 
Entering Unmasked Estep 
Score: -25883346.000000 Penalty: 4044.832031
	Iteration 177Q: 3 clusters Score -2.588335e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 172312 members 
Entering Unmasked Estep 
Score: -25883364.000000 Penalty: 4044.832031
	Iteration 178Q: 3 clusters Score -2.588336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81825 members 
Mstep: Class 2 contains 172314 members 
Entering Unmasked Estep 
Score: -25883354.000000 Penalty: 4044.832031
	Iteration 179Q: 3 clusters Score -2.588335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81829 members 
Mstep: Class 2 contains 172310 members 
Entering Unmasked Estep 
Score: -25883366.000000 Penalty: 4044.832031
	Iteration 180F: 3 clusters Score -2.588337e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81833 members 
Mstep: Class 2 contains 172306 members 
Entering Unmasked Estep 
Score: -25883370.000000 Penalty: 4044.832031
	Iteration 181Q: 3 clusters Score -2.588337e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81828 members 
Mstep: Class 2 contains 172311 members 
Entering Unmasked Estep 
Score: -25883384.000000 Penalty: 4044.832031
	Iteration 182Q: 3 clusters Score -2.588338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 172312 members 
Entering Unmasked Estep 
Score: -25883354.000000 Penalty: 4044.832031
	Iteration 183Q: 3 clusters Score -2.588335e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81828 members 
Mstep: Class 2 contains 172311 members 
Entering Unmasked Estep 
Score: -25883366.000000 Penalty: 4044.832031
	Iteration 184Q: 3 clusters Score -2.588337e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81823 members 
Mstep: Class 2 contains 172316 members 
Entering Unmasked Estep 
Score: -25883358.000000 Penalty: 4044.832031
	Iteration 185Q: 3 clusters Score -2.588336e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81833 members 
Mstep: Class 2 contains 172306 members 
Entering Unmasked Estep 
Score: -25883350.000000 Penalty: 4044.832031
	Iteration 186Q: 3 clusters Score -2.588335e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81836 members 
Mstep: Class 2 contains 172303 members 
Entering Unmasked Estep 
Score: -25883350.000000 Penalty: 4044.832031
	Iteration 187Q: 3 clusters Score -2.588335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81838 members 
Mstep: Class 2 contains 172301 members 
Entering Unmasked Estep 
Score: -25883360.000000 Penalty: 4044.832031
	Iteration 188Q: 3 clusters Score -2.588336e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81843 members 
Mstep: Class 2 contains 172296 members 
Entering Unmasked Estep 
Score: -25883350.000000 Penalty: 4044.832031
	Iteration 189Q: 3 clusters Score -2.588335e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81845 members 
Mstep: Class 2 contains 172294 members 
Entering Unmasked Estep 
Score: -25883344.000000 Penalty: 4044.832031
	Iteration 190Q: 3 clusters Score -2.588334e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81839 members 
Mstep: Class 2 contains 172300 members 
Entering Unmasked Estep 
Score: -25883322.000000 Penalty: 4044.832031
	Iteration 191Q: 3 clusters Score -2.588332e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81838 members 
Mstep: Class 2 contains 172301 members 
Entering Unmasked Estep 
Score: -25883326.000000 Penalty: 4044.832031
	Iteration 192Q: 3 clusters Score -2.588333e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81840 members 
Mstep: Class 2 contains 172299 members 
Entering Unmasked Estep 
Score: -25883350.000000 Penalty: 4044.832031
	Iteration 193Q: 3 clusters Score -2.588335e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81838 members 
Mstep: Class 2 contains 172301 members 
Entering Unmasked Estep 
Score: -25883352.000000 Penalty: 4044.832031
	Iteration 194Q: 3 clusters Score -2.588335e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81834 members 
Mstep: Class 2 contains 172305 members 
Entering Unmasked Estep 
Score: -25883354.000000 Penalty: 4044.832031
	Iteration 195Q: 3 clusters Score -2.588335e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81840 members 
Mstep: Class 2 contains 172299 members 
Entering Unmasked Estep 
Score: -25883364.000000 Penalty: 4044.832031
	Iteration 196Q: 3 clusters Score -2.588336e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81844 members 
Mstep: Class 2 contains 172295 members 
Entering Unmasked Estep 
Score: -25883346.000000 Penalty: 4044.832031
	Iteration 197Q: 3 clusters Score -2.588335e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81840 members 
Mstep: Class 2 contains 172299 members 
Entering Unmasked Estep 
Score: -25883356.000000 Penalty: 4044.832031
	Iteration 198Q: 3 clusters Score -2.588336e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81833 members 
Mstep: Class 2 contains 172306 members 
Entering Unmasked Estep 
Score: -25883364.000000 Penalty: 4044.832031
	Iteration 199Q: 3 clusters Score -2.588336e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 172312 members 
Entering Unmasked Estep 
Score: -25883366.000000 Penalty: 4044.832031
	Iteration 200F: 3 clusters Score -2.588337e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81817 members 
Mstep: Class 2 contains 172322 members 
Entering Unmasked Estep 
Score: -25883374.000000 Penalty: 4044.832031
	Iteration 201Q: 3 clusters Score -2.588337e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81820 members 
Mstep: Class 2 contains 172319 members 
Entering Unmasked Estep 
Score: -25883370.000000 Penalty: 4044.832031
	Iteration 202Q: 3 clusters Score -2.588337e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81814 members 
Mstep: Class 2 contains 172325 members 
Entering Unmasked Estep 
Score: -25883358.000000 Penalty: 4044.832031
	Iteration 203Q: 3 clusters Score -2.588336e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81800 members 
Mstep: Class 2 contains 172339 members 
Entering Unmasked Estep 
Score: -25883384.000000 Penalty: 4044.832031
	Iteration 204Q: 3 clusters Score -2.588338e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81804 members 
Mstep: Class 2 contains 172335 members 
Entering Unmasked Estep 
Score: -25883358.000000 Penalty: 4044.832031
	Iteration 205Q: 3 clusters Score -2.588336e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81816 members 
Mstep: Class 2 contains 172323 members 
Entering Unmasked Estep 
Score: -25883354.000000 Penalty: 4044.832031
	Iteration 206Q: 3 clusters Score -2.588335e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81824 members 
Mstep: Class 2 contains 172315 members 
Entering Unmasked Estep 
Score: -25883344.000000 Penalty: 4044.832031
	Iteration 207Q: 3 clusters Score -2.588334e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81821 members 
Mstep: Class 2 contains 172318 members 
Entering Unmasked Estep 
Score: -25883346.000000 Penalty: 4044.832031
	Iteration 208Q: 3 clusters Score -2.588335e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81820 members 
Mstep: Class 2 contains 172319 members 
Entering Unmasked Estep 
Score: -25883338.000000 Penalty: 4044.832031
	Iteration 209Q: 3 clusters Score -2.588334e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81822 members 
Mstep: Class 2 contains 172317 members 
Entering Unmasked Estep 
Score: -25883340.000000 Penalty: 4044.832031
	Iteration 210Q: 3 clusters Score -2.588334e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81814 members 
Mstep: Class 2 contains 172325 members 
Entering Unmasked Estep 
Score: -25883316.000000 Penalty: 4044.832031
	Iteration 211Q: 3 clusters Score -2.588332e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81815 members 
Mstep: Class 2 contains 172324 members 
Entering Unmasked Estep 
Score: -25883324.000000 Penalty: 4044.832031
	Iteration 212Q: 3 clusters Score -2.588332e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81826 members 
Mstep: Class 2 contains 172313 members 
Entering Unmasked Estep 
Score: -25883340.000000 Penalty: 4044.832031
	Iteration 213Q: 3 clusters Score -2.588334e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81836 members 
Mstep: Class 2 contains 172303 members 
Entering Unmasked Estep 
Score: -25883328.000000 Penalty: 4044.832031
	Iteration 214Q: 3 clusters Score -2.588333e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81851 members 
Mstep: Class 2 contains 172288 members 
Entering Unmasked Estep 
Score: -25883360.000000 Penalty: 4044.832031
	Iteration 215Q: 3 clusters Score -2.588336e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 172274 members 
Entering Unmasked Estep 
Score: -25883330.000000 Penalty: 4044.832031
	Iteration 216Q: 3 clusters Score -2.588333e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 172268 members 
Entering Unmasked Estep 
Score: -25883364.000000 Penalty: 4044.832031
	Iteration 217Q: 3 clusters Score -2.588336e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81878 members 
Mstep: Class 2 contains 172261 members 
Entering Unmasked Estep 
Score: -25883366.000000 Penalty: 4044.832031
	Iteration 218Q: 3 clusters Score -2.588337e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81884 members 
Mstep: Class 2 contains 172255 members 
Entering Unmasked Estep 
Score: -25883414.000000 Penalty: 4044.832031
	Iteration 219Q: 3 clusters Score -2.588341e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81883 members 
Mstep: Class 2 contains 172256 members 
Entering Unmasked Estep 
Score: -25883394.000000 Penalty: 4044.832031
	Iteration 220F: 3 clusters Score -2.588339e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81881 members 
Mstep: Class 2 contains 172258 members 
Entering Unmasked Estep 
Score: -25883426.000000 Penalty: 4044.832031
	Iteration 221Q: 3 clusters Score -2.588343e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81885 members 
Mstep: Class 2 contains 172254 members 
Entering Unmasked Estep 
Score: -25883390.000000 Penalty: 4044.832031
	Iteration 222Q: 3 clusters Score -2.588339e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81890 members 
Mstep: Class 2 contains 172249 members 
Entering Unmasked Estep 
Score: -25883390.000000 Penalty: 4044.832031
	Iteration 223Q: 3 clusters Score -2.588339e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81886 members 
Mstep: Class 2 contains 172253 members 
Entering Unmasked Estep 
Score: -25883396.000000 Penalty: 4044.832031
	Iteration 224Q: 3 clusters Score -2.58834e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81888 members 
Mstep: Class 2 contains 172251 members 
Entering Unmasked Estep 
Score: -25883386.000000 Penalty: 4044.832031
	Iteration 225Q: 3 clusters Score -2.588339e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81892 members 
Mstep: Class 2 contains 172247 members 
Entering Unmasked Estep 
Score: -25883378.000000 Penalty: 4044.832031
	Iteration 226Q: 3 clusters Score -2.588338e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81899 members 
Mstep: Class 2 contains 172240 members 
Entering Unmasked Estep 
Score: -25883370.000000 Penalty: 4044.832031
	Iteration 227Q: 3 clusters Score -2.588337e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81912 members 
Mstep: Class 2 contains 172227 members 
Entering Unmasked Estep 
Score: -25883380.000000 Penalty: 4044.832031
	Iteration 228Q: 3 clusters Score -2.588338e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81923 members 
Mstep: Class 2 contains 172216 members 
Entering Unmasked Estep 
Score: -25883364.000000 Penalty: 4044.832031
	Iteration 229Q: 3 clusters Score -2.588336e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81926 members 
Mstep: Class 2 contains 172213 members 
Entering Unmasked Estep 
Score: -25883368.000000 Penalty: 4044.832031
	Iteration 230Q: 3 clusters Score -2.588337e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81935 members 
Mstep: Class 2 contains 172204 members 
Entering Unmasked Estep 
Score: -25883380.000000 Penalty: 4044.832031
	Iteration 231Q: 3 clusters Score -2.588338e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81944 members 
Mstep: Class 2 contains 172195 members 
Entering Unmasked Estep 
Score: -25883380.000000 Penalty: 4044.832031
	Iteration 232Q: 3 clusters Score -2.588338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81948 members 
Mstep: Class 2 contains 172191 members 
Entering Unmasked Estep 
Score: -25883380.000000 Penalty: 4044.832031
	Iteration 233Q: 3 clusters Score -2.588338e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81944 members 
Mstep: Class 2 contains 172195 members 
Entering Unmasked Estep 
Score: -25883380.000000 Penalty: 4044.832031
	Iteration 234Q: 3 clusters Score -2.588338e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81938 members 
Mstep: Class 2 contains 172201 members 
Entering Unmasked Estep 
Score: -25883382.000000 Penalty: 4044.832031
	Iteration 235Q: 3 clusters Score -2.588338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81934 members 
Mstep: Class 2 contains 172205 members 
Entering Unmasked Estep 
Score: -25883396.000000 Penalty: 4044.832031
	Iteration 236Q: 3 clusters Score -2.58834e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81930 members 
Mstep: Class 2 contains 172209 members 
Entering Unmasked Estep 
Score: -25883382.000000 Penalty: 4044.832031
	Iteration 237Q: 3 clusters Score -2.588338e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81927 members 
Mstep: Class 2 contains 172212 members 
Entering Unmasked Estep 
Score: -25883370.000000 Penalty: 4044.832031
	Iteration 238Q: 3 clusters Score -2.588337e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 172210 members 
Entering Unmasked Estep 
Score: -25883368.000000 Penalty: 4044.832031
	Iteration 239Q: 3 clusters Score -2.588337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81924 members 
Mstep: Class 2 contains 172215 members 
Entering Unmasked Estep 
Score: -25883388.000000 Penalty: 4044.832031
	Iteration 240F: 3 clusters Score -2.588339e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81919 members 
Mstep: Class 2 contains 172220 members 
Entering Unmasked Estep 
Score: -25883400.000000 Penalty: 4044.832031
	Iteration 241Q: 3 clusters Score -2.58834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 172228 members 
Entering Unmasked Estep 
Score: -25883386.000000 Penalty: 4044.832031
	Iteration 242Q: 3 clusters Score -2.588339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81908 members 
Mstep: Class 2 contains 172231 members 
Entering Unmasked Estep 
Score: -25883388.000000 Penalty: 4044.832031
	Iteration 243Q: 3 clusters Score -2.588339e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81906 members 
Mstep: Class 2 contains 172233 members 
Entering Unmasked Estep 
Score: -25883396.000000 Penalty: 4044.832031
	Iteration 244Q: 3 clusters Score -2.58834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 172236 members 
Entering Unmasked Estep 
Score: -25883368.000000 Penalty: 4044.832031
	Iteration 245Q: 3 clusters Score -2.588337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81902 members 
Mstep: Class 2 contains 172237 members 
Entering Unmasked Estep 
Score: -25883382.000000 Penalty: 4044.832031
	Iteration 246Q: 3 clusters Score -2.588338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81902 members 
Mstep: Class 2 contains 172237 members 
Entering Unmasked Estep 
Score: -25883384.000000 Penalty: 4044.832031
	Iteration 247Q: 3 clusters Score -2.588338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81901 members 
Mstep: Class 2 contains 172238 members 
Entering Unmasked Estep 
Score: -25883378.000000 Penalty: 4044.832031
	Iteration 248Q: 3 clusters Score -2.588338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81900 members 
Mstep: Class 2 contains 172239 members 
Entering Unmasked Estep 
Score: -25883388.000000 Penalty: 4044.832031
	Iteration 249Q: 3 clusters Score -2.588339e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 172243 members 
Entering Unmasked Estep 
Score: -25883382.000000 Penalty: 4044.832031
	Iteration 250Q: 3 clusters Score -2.588338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 172243 members 
Entering Unmasked Estep 
Score: -25883388.000000 Penalty: 4044.832031
	Iteration 251Q: 3 clusters Score -2.588339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 172243 members 
Entering Unmasked Estep 
Score: -25883382.000000 Penalty: 4044.832031
	Iteration 252Q: 3 clusters Score -2.588338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 172241 members 
Entering Unmasked Estep 
Score: -25883386.000000 Penalty: 4044.832031
	Iteration 253Q: 3 clusters Score -2.588339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 172241 members 
Entering Unmasked Estep 
Score: -25883386.000000 Penalty: 4044.832031
	Iteration 254Q: 3 clusters Score -2.588339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81897 members 
Mstep: Class 2 contains 172242 members 
Entering Unmasked Estep 
Score: -25883388.000000 Penalty: 4044.832031
	Iteration 255Q: 3 clusters Score -2.588339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 172243 members 
Entering Unmasked Estep 
Score: -25883382.000000 Penalty: 4044.832031
	Iteration 256Q: 3 clusters Score -2.588338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81895 members 
Mstep: Class 2 contains 172244 members 
Entering Unmasked Estep 
Score: -25883388.000000 Penalty: 4044.832031
	Iteration 257Q: 3 clusters Score -2.588339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 172243 members 
Entering Unmasked Estep 
Score: -25883402.000000 Penalty: 4044.832031
	Iteration 258Q: 3 clusters Score -2.58834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 172241 members 
Entering Unmasked Estep 
Score: -25883404.000000 Penalty: 4044.832031
	Iteration 259Q: 3 clusters Score -2.58834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 172243 members 
Entering Unmasked Estep 
Score: -25883410.000000 Penalty: 4044.832031
	Iteration 260F: 3 clusters Score -2.588341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 172243 members 
Entering Unmasked Estep 
Score: -25883396.000000 Penalty: 4044.832031
	Iteration 261Q: 3 clusters Score -2.58834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 172243 members 
Entering Unmasked Estep 
Score: -25883404.000000 Penalty: 4044.832031
	Iteration 262Q: 3 clusters Score -2.58834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 172243 members 
Entering Unmasked Estep 
Score: -25883404.000000 Penalty: 4044.832031
	Iteration 263F: 3 clusters Score -2.58834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 45916 members 
Mstep: Class 3 contains 172243 members 
Mstep: Class 4 contains 146204 members 
Mstep: Class 5 contains 40994 members 
Mstep: Class 7 contains 11331 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 9 contains 167654 members 
Mstep: Class 10 contains 2865 members 
Mstep: Class 11 contains 211294 members 
Mstep: Class 12 contains 81896 members 
Mstep: Class 16 contains 70689 members 
Mstep: Class 17 contains 9442 members 
Mstep: Class 20 contains 2600 members 
Mstep: Class 21 contains 70094 members 
Mstep: Class 22 contains 211849 members 
Entering Unmasked Estep 
Score: -127873392.000000 Penalty: 36575.996094
Splitting cluster 12 changes total score from -127866344.000000 to -127873392.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 16 (70689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70689 members 
Entering Unmasked Estep 
Score: -7170702.500000 Penalty: 1814.482300
	Iteration 0F: 2 clusters Score -7170702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -7123378.000000 Penalty: 3628.964600
	Iteration 0F: 3 clusters Score -7123378 nChanged 33495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -7142778.500000 Penalty: 3628.964600
	Iteration 1F: 3 clusters Score -7142778 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -7143404.000000 Penalty: 3628.964600
	Iteration 2Q: 3 clusters Score -7143404 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -7144203.500000 Penalty: 3628.964600
	Iteration 3Q: 3 clusters Score -7144204 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -7145185.000000 Penalty: 3628.964600
	Iteration 4Q: 3 clusters Score -7145185 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -7146661.000000 Penalty: 3628.964600
	Iteration 5Q: 3 clusters Score -7146661 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -7149018.000000 Penalty: 3628.964600
	Iteration 6F: 3 clusters Score -7149018 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -7152347.500000 Penalty: 3628.964600
	Iteration 7F: 3 clusters Score -7152348 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -7156666.000000 Penalty: 3628.964600
	Iteration 8F: 3 clusters Score -7156666 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -7161326.500000 Penalty: 3628.964600
	Iteration 9F: 3 clusters Score -7161326 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65777 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -7165023.500000 Penalty: 3628.964600
	Iteration 10F: 3 clusters Score -7165024 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68283 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -7167349.000000 Penalty: 3628.964600
	Iteration 11Q: 3 clusters Score -7167349 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69515 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7168375.500000 Penalty: 3628.964600
	Iteration 12Q: 3 clusters Score -7168376 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70041 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7168845.000000 Penalty: 3628.964600
	Iteration 13Q: 3 clusters Score -7168845 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70252 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7169049.500000 Penalty: 3628.964600
	Iteration 14Q: 3 clusters Score -7169050 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70334 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7169133.500000 Penalty: 3628.964600
	Iteration 15Q: 3 clusters Score -7169134 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70369 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7169196.000000 Penalty: 3628.964600
	Iteration 16Q: 3 clusters Score -7169196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70389 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7169206.500000 Penalty: 3628.964600
	Iteration 17Q: 3 clusters Score -7169206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70396 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7169231.000000 Penalty: 3628.964600
	Iteration 18Q: 3 clusters Score -7169231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70400 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7169245.500000 Penalty: 3628.964600
	Iteration 19Q: 3 clusters Score -7169246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7169257.500000 Penalty: 3628.964600
	Iteration 20F: 3 clusters Score -7169258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70407 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7169268.000000 Penalty: 3628.964600
	Iteration 21Q: 3 clusters Score -7169268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70405 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7169268.500000 Penalty: 3628.964600
	Iteration 22Q: 3 clusters Score -7169268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70410 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7169269.500000 Penalty: 3628.964600
	Iteration 23Q: 3 clusters Score -7169270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7169272.000000 Penalty: 3628.964600
	Iteration 24Q: 3 clusters Score -7169272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7169272.000000 Penalty: 3628.964600
	Iteration 25F: 3 clusters Score -7169272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Entering Unmasked Estep 
Score: -975417.750000 Penalty: 1487.350098
	Iteration 0F: 2 clusters Score -975417.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -968667.312500 Penalty: 2974.700195
	Iteration 0F: 3 clusters Score -968667.3 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -970916.750000 Penalty: 2974.700195
	Iteration 1F: 3 clusters Score -970916.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -971221.750000 Penalty: 2974.700195
	Iteration 2F: 3 clusters Score -971221.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -971482.875000 Penalty: 2974.700195
	Iteration 3F: 3 clusters Score -971482.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -971673.562500 Penalty: 2974.700195
	Iteration 4Q: 3 clusters Score -971673.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -971846.750000 Penalty: 2974.700195
	Iteration 5Q: 3 clusters Score -971846.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -972006.812500 Penalty: 2974.700195
	Iteration 6Q: 3 clusters Score -972006.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -972181.687500 Penalty: 2974.700195
	Iteration 7Q: 3 clusters Score -972181.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -972354.375000 Penalty: 2974.700195
	Iteration 8Q: 3 clusters Score -972354.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -972570.562500 Penalty: 2974.700195
	Iteration 9Q: 3 clusters Score -972570.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -972849.187500 Penalty: 2974.700195
	Iteration 10Q: 3 clusters Score -972849.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -973122.812500 Penalty: 2974.700195
	Iteration 11Q: 3 clusters Score -973122.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -973342.250000 Penalty: 2974.700195
	Iteration 12Q: 3 clusters Score -973342.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -973550.812500 Penalty: 2974.700195
	Iteration 13Q: 3 clusters Score -973550.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -973723.062500 Penalty: 2974.700195
	Iteration 14Q: 3 clusters Score -973723.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -973834.187500 Penalty: 2974.700195
	Iteration 15Q: 3 clusters Score -973834.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -973905.125000 Penalty: 2974.700195
	Iteration 16Q: 3 clusters Score -973905.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -973961.625000 Penalty: 2974.700195
	Iteration 17Q: 3 clusters Score -973961.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -974015.937500 Penalty: 2974.700195
	Iteration 18Q: 3 clusters Score -974015.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -974053.187500 Penalty: 2974.700195
	Iteration 19Q: 3 clusters Score -974053.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -974084.000000 Penalty: 2974.700195
	Iteration 20F: 3 clusters Score -974084 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -974109.750000 Penalty: 2974.700195
	Iteration 21Q: 3 clusters Score -974109.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -974120.687500 Penalty: 2974.700195
	Iteration 22Q: 3 clusters Score -974120.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -974127.062500 Penalty: 2974.700195
	Iteration 23Q: 3 clusters Score -974127.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -974133.812500 Penalty: 2974.700195
	Iteration 24Q: 3 clusters Score -974133.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -974144.187500 Penalty: 2974.700195
	Iteration 25Q: 3 clusters Score -974144.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -974155.937500 Penalty: 2974.700195
	Iteration 26Q: 3 clusters Score -974155.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -974171.500000 Penalty: 2974.700195
	Iteration 27Q: 3 clusters Score -974171.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -974191.062500 Penalty: 2974.700195
	Iteration 28Q: 3 clusters Score -974191.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -974212.750000 Penalty: 2974.700195
	Iteration 29Q: 3 clusters Score -974212.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -974232.187500 Penalty: 2974.700195
	Iteration 30Q: 3 clusters Score -974232.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -974242.937500 Penalty: 2974.700195
	Iteration 31Q: 3 clusters Score -974242.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -974257.875000 Penalty: 2974.700195
	Iteration 32Q: 3 clusters Score -974257.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -974270.875000 Penalty: 2974.700195
	Iteration 33Q: 3 clusters Score -974270.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -974286.875000 Penalty: 2974.700195
	Iteration 34Q: 3 clusters Score -974286.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -974298.687500 Penalty: 2974.700195
	Iteration 35Q: 3 clusters Score -974298.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -974305.375000 Penalty: 2974.700195
	Iteration 36Q: 3 clusters Score -974305.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -974309.187500 Penalty: 2974.700195
	Iteration 37Q: 3 clusters Score -974309.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -974315.312500 Penalty: 2974.700195
	Iteration 38Q: 3 clusters Score -974315.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -974321.250000 Penalty: 2974.700195
	Iteration 39Q: 3 clusters Score -974321.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -974328.062500 Penalty: 2974.700195
	Iteration 40F: 3 clusters Score -974328.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -974330.187500 Penalty: 2974.700195
	Iteration 41Q: 3 clusters Score -974330.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -974332.687500 Penalty: 2974.700195
	Iteration 42Q: 3 clusters Score -974332.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -974336.875000 Penalty: 2974.700195
	Iteration 43Q: 3 clusters Score -974336.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -974337.687500 Penalty: 2974.700195
	Iteration 44Q: 3 clusters Score -974337.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -974339.812500 Penalty: 2974.700195
	Iteration 45Q: 3 clusters Score -974339.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -974341.750000 Penalty: 2974.700195
	Iteration 46Q: 3 clusters Score -974341.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -974341.812500 Penalty: 2974.700195
	Iteration 47Q: 3 clusters Score -974341.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -974344.312500 Penalty: 2974.700195
	Iteration 48Q: 3 clusters Score -974344.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -974345.125000 Penalty: 2974.700195
	Iteration 49Q: 3 clusters Score -974345.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -974345.500000 Penalty: 2974.700195
	Iteration 50Q: 3 clusters Score -974345.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -974344.875000 Penalty: 2974.700195
	Iteration 51Q: 3 clusters Score -974344.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -974346.062500 Penalty: 2974.700195
	Iteration 52Q: 3 clusters Score -974346.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -974346.062500 Penalty: 2974.700195
	Iteration 53F: 3 clusters Score -974346.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Entering Unmasked Estep 
Score: -229385.921875 Penalty: 1277.780884
	Iteration 0F: 2 clusters Score -229385.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -226882.203125 Penalty: 2555.561768
	Iteration 0F: 3 clusters Score -226882.2 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -227506.515625 Penalty: 2555.561768
	Iteration 1F: 3 clusters Score -227506.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -227727.796875 Penalty: 2555.561768
	Iteration 2F: 3 clusters Score -227727.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -227869.265625 Penalty: 2555.561768
	Iteration 3F: 3 clusters Score -227869.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -227957.375000 Penalty: 2555.561768
	Iteration 4F: 3 clusters Score -227957.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -228012.750000 Penalty: 2555.561768
	Iteration 5Q: 3 clusters Score -228012.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -228069.921875 Penalty: 2555.561768
	Iteration 6Q: 3 clusters Score -228069.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -228121.406250 Penalty: 2555.561768
	Iteration 7Q: 3 clusters Score -228121.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -228154.328125 Penalty: 2555.561768
	Iteration 8Q: 3 clusters Score -228154.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -228178.687500 Penalty: 2555.561768
	Iteration 9Q: 3 clusters Score -228178.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -228190.312500 Penalty: 2555.561768
	Iteration 10Q: 3 clusters Score -228190.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -228199.640625 Penalty: 2555.561768
	Iteration 11Q: 3 clusters Score -228199.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -228206.250000 Penalty: 2555.561768
	Iteration 12Q: 3 clusters Score -228206.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -228212.234375 Penalty: 2555.561768
	Iteration 13Q: 3 clusters Score -228212.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -228215.828125 Penalty: 2555.561768
	Iteration 14Q: 3 clusters Score -228215.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -228220.062500 Penalty: 2555.561768
	Iteration 15Q: 3 clusters Score -228220.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -228226.203125 Penalty: 2555.561768
	Iteration 16Q: 3 clusters Score -228226.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -228233.484375 Penalty: 2555.561768
	Iteration 17Q: 3 clusters Score -228233.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -228244.625000 Penalty: 2555.561768
	Iteration 18Q: 3 clusters Score -228244.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -228255.093750 Penalty: 2555.561768
	Iteration 19Q: 3 clusters Score -228255.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -228264.953125 Penalty: 2555.561768
	Iteration 20F: 3 clusters Score -228265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -228289.156250 Penalty: 2555.561768
	Iteration 21Q: 3 clusters Score -228289.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -228299.703125 Penalty: 2555.561768
	Iteration 22Q: 3 clusters Score -228299.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -228308.218750 Penalty: 2555.561768
	Iteration 23Q: 3 clusters Score -228308.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -228312.484375 Penalty: 2555.561768
	Iteration 24Q: 3 clusters Score -228312.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -228315.593750 Penalty: 2555.561768
	Iteration 25Q: 3 clusters Score -228315.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -228322.890625 Penalty: 2555.561768
	Iteration 26Q: 3 clusters Score -228322.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -228332.015625 Penalty: 2555.561768
	Iteration 27Q: 3 clusters Score -228332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -228341.078125 Penalty: 2555.561768
	Iteration 28Q: 3 clusters Score -228341.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -228348.531250 Penalty: 2555.561768
	Iteration 29Q: 3 clusters Score -228348.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -228353.484375 Penalty: 2555.561768
	Iteration 30Q: 3 clusters Score -228353.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -228357.421875 Penalty: 2555.561768
	Iteration 31Q: 3 clusters Score -228357.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -228358.828125 Penalty: 2555.561768
	Iteration 32Q: 3 clusters Score -228358.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -228362.078125 Penalty: 2555.561768
	Iteration 33Q: 3 clusters Score -228362.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -228363.828125 Penalty: 2555.561768
	Iteration 34Q: 3 clusters Score -228363.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -228365.656250 Penalty: 2555.561768
	Iteration 35Q: 3 clusters Score -228365.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -228366.359375 Penalty: 2555.561768
	Iteration 36Q: 3 clusters Score -228366.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -228367.921875 Penalty: 2555.561768
	Iteration 37Q: 3 clusters Score -228367.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -228369.500000 Penalty: 2555.561768
	Iteration 38Q: 3 clusters Score -228369.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -228370.656250 Penalty: 2555.561768
	Iteration 39Q: 3 clusters Score -228370.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -228370.968750 Penalty: 2555.561768
	Iteration 40F: 3 clusters Score -228371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -228372.250000 Penalty: 2555.561768
	Iteration 41Q: 3 clusters Score -228372.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -228373.203125 Penalty: 2555.561768
	Iteration 42Q: 3 clusters Score -228373.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -228373.671875 Penalty: 2555.561768
	Iteration 43Q: 3 clusters Score -228373.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -228375.125000 Penalty: 2555.561768
	Iteration 44Q: 3 clusters Score -228375.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -228376.921875 Penalty: 2555.561768
	Iteration 45Q: 3 clusters Score -228376.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -228378.437500 Penalty: 2555.561768
	Iteration 46Q: 3 clusters Score -228378.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -228379.484375 Penalty: 2555.561768
	Iteration 47Q: 3 clusters Score -228379.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -228380.968750 Penalty: 2555.561768
	Iteration 48Q: 3 clusters Score -228381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -228382.656250 Penalty: 2555.561768
	Iteration 49Q: 3 clusters Score -228382.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -228383.781250 Penalty: 2555.561768
	Iteration 50Q: 3 clusters Score -228383.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -228384.671875 Penalty: 2555.561768
	Iteration 51Q: 3 clusters Score -228384.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -228385.484375 Penalty: 2555.561768
	Iteration 52Q: 3 clusters Score -228385.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -228385.546875 Penalty: 2555.561768
	Iteration 53Q: 3 clusters Score -228385.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -228385.546875 Penalty: 2555.561768
	Iteration 54F: 3 clusters Score -228385.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (70094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70094 members 
Entering Unmasked Estep 
Score: -7120373.500000 Penalty: 1813.108887
	Iteration 0F: 2 clusters Score -7120374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -7073362.000000 Penalty: 3626.217773
	Iteration 0F: 3 clusters Score -7073362 nChanged 33406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -7092649.500000 Penalty: 3626.217773
	Iteration 1F: 3 clusters Score -7092650 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -7093469.500000 Penalty: 3626.217773
	Iteration 2Q: 3 clusters Score -7093470 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -7094437.500000 Penalty: 3626.217773
	Iteration 3Q: 3 clusters Score -7094438 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -7095762.500000 Penalty: 3626.217773
	Iteration 4Q: 3 clusters Score -7095762 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -7097400.000000 Penalty: 3626.217773
	Iteration 5Q: 3 clusters Score -7097400 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -7099611.500000 Penalty: 3626.217773
	Iteration 6F: 3 clusters Score -7099612 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -7102407.000000 Penalty: 3626.217773
	Iteration 7F: 3 clusters Score -7102407 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -7105590.500000 Penalty: 3626.217773
	Iteration 8F: 3 clusters Score -7105590 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -7108713.500000 Penalty: 3626.217773
	Iteration 9F: 3 clusters Score -7108714 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -7111492.500000 Penalty: 3626.217773
	Iteration 10F: 3 clusters Score -7111492 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63183 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -7113813.000000 Penalty: 3626.217773
	Iteration 11Q: 3 clusters Score -7113813 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65546 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -7115597.000000 Penalty: 3626.217773
	Iteration 12Q: 3 clusters Score -7115597 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67242 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -7116866.000000 Penalty: 3626.217773
	Iteration 13Q: 3 clusters Score -7116866 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68325 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7117695.000000 Penalty: 3626.217773
	Iteration 14Q: 3 clusters Score -7117695 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68961 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7118173.500000 Penalty: 3626.217773
	Iteration 15Q: 3 clusters Score -7118174 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69290 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7118419.500000 Penalty: 3626.217773
	Iteration 16Q: 3 clusters Score -7118420 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69451 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7118561.500000 Penalty: 3626.217773
	Iteration 17Q: 3 clusters Score -7118562 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69543 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7118640.500000 Penalty: 3626.217773
	Iteration 18Q: 3 clusters Score -7118640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69610 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7118708.000000 Penalty: 3626.217773
	Iteration 19Q: 3 clusters Score -7118708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69647 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7118736.000000 Penalty: 3626.217773
	Iteration 20F: 3 clusters Score -7118736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7118756.000000 Penalty: 3626.217773
	Iteration 21Q: 3 clusters Score -7118756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69688 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -7118775.500000 Penalty: 3626.217773
	Iteration 22Q: 3 clusters Score -7118776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7118801.000000 Penalty: 3626.217773
	Iteration 23Q: 3 clusters Score -7118801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69716 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7118795.500000 Penalty: 3626.217773
	Iteration 24Q: 3 clusters Score -7118796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69724 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7118800.500000 Penalty: 3626.217773
	Iteration 25Q: 3 clusters Score -7118800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69721 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7118806.000000 Penalty: 3626.217773
	Iteration 26Q: 3 clusters Score -7118806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69724 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7118812.500000 Penalty: 3626.217773
	Iteration 27Q: 3 clusters Score -7118812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69725 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7118818.000000 Penalty: 3626.217773
	Iteration 28Q: 3 clusters Score -7118818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69725 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7118819.500000 Penalty: 3626.217773
	Iteration 29Q: 3 clusters Score -7118820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69723 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7118813.000000 Penalty: 3626.217773
	Iteration 30Q: 3 clusters Score -7118813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69727 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7118818.000000 Penalty: 3626.217773
	Iteration 31Q: 3 clusters Score -7118818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7118820.500000 Penalty: 3626.217773
	Iteration 32Q: 3 clusters Score -7118820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69727 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7118821.500000 Penalty: 3626.217773
	Iteration 33Q: 3 clusters Score -7118822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69731 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7118826.500000 Penalty: 3626.217773
	Iteration 34Q: 3 clusters Score -7118826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69735 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7118829.500000 Penalty: 3626.217773
	Iteration 35Q: 3 clusters Score -7118830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69734 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7118837.000000 Penalty: 3626.217773
	Iteration 36Q: 3 clusters Score -7118837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69735 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7118832.500000 Penalty: 3626.217773
	Iteration 37Q: 3 clusters Score -7118832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69736 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7118832.000000 Penalty: 3626.217773
	Iteration 38Q: 3 clusters Score -7118832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69737 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7118834.500000 Penalty: 3626.217773
	Iteration 39Q: 3 clusters Score -7118834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69737 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7118834.500000 Penalty: 3626.217773
	Iteration 40F: 3 clusters Score -7118834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (211849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211849 members 
Entering Unmasked Estep 
Score: -21675738.000000 Penalty: 1992.839722
	Iteration 0F: 2 clusters Score -2.167574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105874 members 
Mstep: Class 2 contains 105975 members 
Entering Unmasked Estep 
Score: -21571102.000000 Penalty: 3985.679443
	Iteration 0F: 3 clusters Score -2.15711e+07 nChanged 102952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108142 members 
Mstep: Class 2 contains 103707 members 
Entering Unmasked Estep 
Score: -21632156.000000 Penalty: 3985.679443
	Iteration 1F: 3 clusters Score -2.163216e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109698 members 
Mstep: Class 2 contains 102151 members 
Entering Unmasked Estep 
Score: -21633440.000000 Penalty: 3985.679443
	Iteration 2Q: 3 clusters Score -2.163344e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112436 members 
Mstep: Class 2 contains 99413 members 
Entering Unmasked Estep 
Score: -21635438.000000 Penalty: 3985.679443
	Iteration 3Q: 3 clusters Score -2.163544e+07 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116754 members 
Mstep: Class 2 contains 95095 members 
Entering Unmasked Estep 
Score: -21638636.000000 Penalty: 3985.679443
	Iteration 4Q: 3 clusters Score -2.163864e+07 nChanged 11481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123107 members 
Mstep: Class 2 contains 88742 members 
Entering Unmasked Estep 
Score: -21644064.000000 Penalty: 3985.679443
	Iteration 5F: 3 clusters Score -2.164406e+07 nChanged 13889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131424 members 
Mstep: Class 2 contains 80425 members 
Entering Unmasked Estep 
Score: -21652044.000000 Penalty: 3985.679443
	Iteration 6F: 3 clusters Score -2.165204e+07 nChanged 15257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141205 members 
Mstep: Class 2 contains 70644 members 
Entering Unmasked Estep 
Score: -21660936.000000 Penalty: 3985.679443
	Iteration 7F: 3 clusters Score -2.166094e+07 nChanged 14617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151530 members 
Mstep: Class 2 contains 60319 members 
Entering Unmasked Estep 
Score: -21668952.000000 Penalty: 3985.679443
	Iteration 8F: 3 clusters Score -2.166895e+07 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163159 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -21673480.000000 Penalty: 3985.679443
	Iteration 9F: 3 clusters Score -2.167348e+07 nChanged 12778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175609 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -21674782.000000 Penalty: 3985.679443
	Iteration 10F: 3 clusters Score -2.167478e+07 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186819 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -21674476.000000 Penalty: 3985.679443
	Iteration 11F: 3 clusters Score -2.167448e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195266 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -21674054.000000 Penalty: 3985.679443
	Iteration 12Q: 3 clusters Score -2.167405e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200988 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -21673998.000000 Penalty: 3985.679443
	Iteration 13Q: 3 clusters Score -2.1674e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204879 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -21674256.000000 Penalty: 3985.679443
	Iteration 14Q: 3 clusters Score -2.167426e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207315 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -21674396.000000 Penalty: 3985.679443
	Iteration 15Q: 3 clusters Score -2.16744e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208832 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -21674490.000000 Penalty: 3985.679443
	Iteration 16Q: 3 clusters Score -2.167449e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209675 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -21674438.000000 Penalty: 3985.679443
	Iteration 17Q: 3 clusters Score -2.167444e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210185 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -21674512.000000 Penalty: 3985.679443
	Iteration 18Q: 3 clusters Score -2.167451e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210448 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -21674520.000000 Penalty: 3985.679443
	Iteration 19Q: 3 clusters Score -2.167452e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210616 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -21674556.000000 Penalty: 3985.679443
	Iteration 20F: 3 clusters Score -2.167456e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210725 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -21674514.000000 Penalty: 3985.679443
	Iteration 21Q: 3 clusters Score -2.167451e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210800 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -21674526.000000 Penalty: 3985.679443
	Iteration 22Q: 3 clusters Score -2.167453e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210862 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -21674514.000000 Penalty: 3985.679443
	Iteration 23Q: 3 clusters Score -2.167451e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210899 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -21674514.000000 Penalty: 3985.679443
	Iteration 24Q: 3 clusters Score -2.167451e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210932 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -21674538.000000 Penalty: 3985.679443
	Iteration 25Q: 3 clusters Score -2.167454e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210963 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -21674514.000000 Penalty: 3985.679443
	Iteration 26Q: 3 clusters Score -2.167451e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210988 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -21674518.000000 Penalty: 3985.679443
	Iteration 27Q: 3 clusters Score -2.167452e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211001 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -21674542.000000 Penalty: 3985.679443
	Iteration 28Q: 3 clusters Score -2.167454e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211013 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -21674542.000000 Penalty: 3985.679443
	Iteration 29Q: 3 clusters Score -2.167454e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211019 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -21674550.000000 Penalty: 3985.679443
	Iteration 30Q: 3 clusters Score -2.167455e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211020 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -21674548.000000 Penalty: 3985.679443
	Iteration 31Q: 3 clusters Score -2.167455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211021 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -21674536.000000 Penalty: 3985.679443
	Iteration 32Q: 3 clusters Score -2.167454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211023 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -21674546.000000 Penalty: 3985.679443
	Iteration 33Q: 3 clusters Score -2.167455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211025 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -21674536.000000 Penalty: 3985.679443
	Iteration 34Q: 3 clusters Score -2.167454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211028 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -21674536.000000 Penalty: 3985.679443
	Iteration 35Q: 3 clusters Score -2.167454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211030 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -21674536.000000 Penalty: 3985.679443
	Iteration 36Q: 3 clusters Score -2.167454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211030 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -21674542.000000 Penalty: 3985.679443
	Iteration 37Q: 3 clusters Score -2.167454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211030 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -21674542.000000 Penalty: 3985.679443
	Iteration 38F: 3 clusters Score -2.167454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 45916 members 
Mstep: Class 4 contains 146204 members 
Mstep: Class 5 contains 40994 members 
Mstep: Class 7 contains 11331 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 9 contains 167654 members 
Mstep: Class 10 contains 2865 members 
Mstep: Class 11 contains 211294 members 
Mstep: Class 12 contains 81896 members 
Mstep: Class 16 contains 70689 members 
Mstep: Class 17 contains 9442 members 
Mstep: Class 20 contains 2600 members 
Mstep: Class 21 contains 70094 members 
Mstep: Class 22 contains 211849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127880840.000000 Penalty: 36575.996094
Iteration 79Q: 17 clusters Score -1.278808e+08 nChanged 17793
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 43917 members 
Mstep: Class 3 contains 164221 members 
Mstep: Class 4 contains 149074 members 
Mstep: Class 5 contains 41868 members 
Mstep: Class 7 contains 11372 members 
Mstep: Class 8 contains 4488 members 
Mstep: Class 9 contains 170092 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 210915 members 
Mstep: Class 12 contains 81939 members 
Mstep: Class 16 contains 70909 members 
Mstep: Class 17 contains 9803 members 
Mstep: Class 20 contains 2721 members 
Mstep: Class 21 contains 70967 members 
Mstep: Class 22 contains 214524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127888144.000000 Penalty: 36575.996094
Iteration 80F: 17 clusters Score -1.278881e+08 nChanged 23606
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 41665 members 
Mstep: Class 3 contains 166457 members 
Mstep: Class 4 contains 150007 members 
Mstep: Class 5 contains 42081 members 
Mstep: Class 7 contains 11329 members 
Mstep: Class 8 contains 4475 members 
Mstep: Class 9 contains 170963 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 207999 members 
Mstep: Class 12 contains 82326 members 
Mstep: Class 16 contains 70428 members 
Mstep: Class 17 contains 9897 members 
Mstep: Class 20 contains 2778 members 
Mstep: Class 21 contains 71155 members 
Mstep: Class 22 contains 215490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127891808.000000 Penalty: 36575.996094
Iteration 81Q: 17 clusters Score -1.278918e+08 nChanged 17628
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 39563 members 
Mstep: Class 3 contains 167195 members 
Mstep: Class 4 contains 150625 members 
Mstep: Class 5 contains 42278 members 
Mstep: Class 7 contains 11285 members 
Mstep: Class 8 contains 4467 members 
Mstep: Class 9 contains 171535 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 205677 members 
Mstep: Class 12 contains 83931 members 
Mstep: Class 16 contains 70165 members 
Mstep: Class 17 contains 9982 members 
Mstep: Class 20 contains 2795 members 
Mstep: Class 21 contains 71336 members 
Mstep: Class 22 contains 216454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127893656.000000 Penalty: 36575.996094
Iteration 82Q: 17 clusters Score -1.278937e+08 nChanged 15424
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 37614 members 
Mstep: Class 3 contains 167892 members 
Mstep: Class 4 contains 150863 members 
Mstep: Class 5 contains 42444 members 
Mstep: Class 7 contains 11250 members 
Mstep: Class 8 contains 4455 members 
Mstep: Class 9 contains 171818 members 
Mstep: Class 10 contains 2943 members 
Mstep: Class 11 contains 203495 members 
Mstep: Class 12 contains 86006 members 
Mstep: Class 16 contains 69996 members 
Mstep: Class 17 contains 10054 members 
Mstep: Class 20 contains 2798 members 
Mstep: Class 21 contains 71533 members 
Mstep: Class 22 contains 217306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127894360.000000 Penalty: 36575.996094
Iteration 83Q: 17 clusters Score -1.278944e+08 nChanged 13890
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 35816 members 
Mstep: Class 3 contains 168476 members 
Mstep: Class 4 contains 150864 members 
Mstep: Class 5 contains 42457 members 
Mstep: Class 7 contains 11242 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 171933 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 201535 members 
Mstep: Class 12 contains 88351 members 
Mstep: Class 16 contains 69883 members 
Mstep: Class 17 contains 10104 members 
Mstep: Class 20 contains 2795 members 
Mstep: Class 21 contains 71756 members 
Mstep: Class 22 contains 218084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127894640.000000 Penalty: 36575.996094
Iteration 84Q: 17 clusters Score -1.278946e+08 nChanged 13091
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 34089 members 
Mstep: Class 3 contains 169236 members 
Mstep: Class 4 contains 150701 members 
Mstep: Class 5 contains 42470 members 
Mstep: Class 7 contains 11232 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 171868 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 199637 members 
Mstep: Class 12 contains 90802 members 
Mstep: Class 16 contains 69738 members 
Mstep: Class 17 contains 10151 members 
Mstep: Class 20 contains 2794 members 
Mstep: Class 21 contains 71943 members 
Mstep: Class 22 contains 218877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895288.000000 Penalty: 36575.996094
Iteration 85Q: 17 clusters Score -1.278953e+08 nChanged 12494
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 32455 members 
Mstep: Class 3 contains 169898 members 
Mstep: Class 4 contains 150366 members 
Mstep: Class 5 contains 42413 members 
Mstep: Class 7 contains 11214 members 
Mstep: Class 8 contains 4415 members 
Mstep: Class 9 contains 171778 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 197786 members 
Mstep: Class 12 contains 93480 members 
Mstep: Class 16 contains 69628 members 
Mstep: Class 17 contains 10146 members 
Mstep: Class 20 contains 2785 members 
Mstep: Class 21 contains 72103 members 
Mstep: Class 22 contains 219653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895336.000000 Penalty: 36575.996094
Iteration 86Q: 17 clusters Score -1.278953e+08 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 30873 members 
Mstep: Class 3 contains 170456 members 
Mstep: Class 4 contains 149974 members 
Mstep: Class 5 contains 42286 members 
Mstep: Class 7 contains 11192 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 171573 members 
Mstep: Class 10 contains 3017 members 
Mstep: Class 11 contains 196120 members 
Mstep: Class 12 contains 96407 members 
Mstep: Class 16 contains 69520 members 
Mstep: Class 17 contains 10121 members 
Mstep: Class 20 contains 2773 members 
Mstep: Class 21 contains 72202 members 
Mstep: Class 22 contains 220381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127894912.000000 Penalty: 36575.996094
Iteration 87Q: 17 clusters Score -1.278949e+08 nChanged 11880
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 29422 members 
Mstep: Class 3 contains 170880 members 
Mstep: Class 4 contains 149500 members 
Mstep: Class 5 contains 42180 members 
Mstep: Class 7 contains 11171 members 
Mstep: Class 8 contains 4376 members 
Mstep: Class 9 contains 171348 members 
Mstep: Class 10 contains 3031 members 
Mstep: Class 11 contains 194598 members 
Mstep: Class 12 contains 99410 members 
Mstep: Class 16 contains 69383 members 
Mstep: Class 17 contains 10071 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 72296 members 
Mstep: Class 22 contains 221039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895152.000000 Penalty: 36575.996094
Iteration 88Q: 17 clusters Score -1.278952e+08 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 27991 members 
Mstep: Class 3 contains 171048 members 
Mstep: Class 4 contains 149066 members 
Mstep: Class 5 contains 42036 members 
Mstep: Class 7 contains 11163 members 
Mstep: Class 8 contains 4363 members 
Mstep: Class 9 contains 171129 members 
Mstep: Class 10 contains 3043 members 
Mstep: Class 11 contains 193275 members 
Mstep: Class 12 contains 102478 members 
Mstep: Class 16 contains 69262 members 
Mstep: Class 17 contains 10007 members 
Mstep: Class 20 contains 2768 members 
Mstep: Class 21 contains 72344 members 
Mstep: Class 22 contains 221643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895176.000000 Penalty: 36575.996094
Iteration 89Q: 17 clusters Score -1.278952e+08 nChanged 11590
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 26587 members 
Mstep: Class 3 contains 171137 members 
Mstep: Class 4 contains 148532 members 
Mstep: Class 5 contains 41877 members 
Mstep: Class 7 contains 11153 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 170895 members 
Mstep: Class 10 contains 3055 members 
Mstep: Class 11 contains 192150 members 
Mstep: Class 12 contains 105608 members 
Mstep: Class 16 contains 69180 members 
Mstep: Class 17 contains 9900 members 
Mstep: Class 20 contains 2767 members 
Mstep: Class 21 contains 72330 members 
Mstep: Class 22 contains 222230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895416.000000 Penalty: 36575.996094
Iteration 90Q: 17 clusters Score -1.278954e+08 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 25248 members 
Mstep: Class 3 contains 170901 members 
Mstep: Class 4 contains 148081 members 
Mstep: Class 5 contains 41724 members 
Mstep: Class 7 contains 11150 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 170690 members 
Mstep: Class 10 contains 3065 members 
Mstep: Class 11 contains 191006 members 
Mstep: Class 12 contains 108879 members 
Mstep: Class 16 contains 69103 members 
Mstep: Class 17 contains 9790 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 72335 members 
Mstep: Class 22 contains 222828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895592.000000 Penalty: 36575.996094
Iteration 91Q: 17 clusters Score -1.278956e+08 nChanged 11321
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 23969 members 
Mstep: Class 3 contains 170458 members 
Mstep: Class 4 contains 147648 members 
Mstep: Class 5 contains 41573 members 
Mstep: Class 7 contains 11144 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 170463 members 
Mstep: Class 10 contains 3075 members 
Mstep: Class 11 contains 189951 members 
Mstep: Class 12 contains 112184 members 
Mstep: Class 16 contains 69036 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 72338 members 
Mstep: Class 22 contains 223455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127896776.000000 Penalty: 36575.996094
Iteration 92Q: 17 clusters Score -1.278968e+08 nChanged 10928
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 22718 members 
Mstep: Class 3 contains 169542 members 
Mstep: Class 4 contains 147271 members 
Mstep: Class 5 contains 41454 members 
Mstep: Class 7 contains 11135 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 170398 members 
Mstep: Class 10 contains 3081 members 
Mstep: Class 11 contains 189078 members 
Mstep: Class 12 contains 115602 members 
Mstep: Class 16 contains 68950 members 
Mstep: Class 17 contains 9554 members 
Mstep: Class 20 contains 2745 members 
Mstep: Class 21 contains 72272 members 
Mstep: Class 22 contains 224045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127896896.000000 Penalty: 36575.996094
Iteration 93Q: 17 clusters Score -1.278969e+08 nChanged 10580
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 21561 members 
Mstep: Class 3 contains 168411 members 
Mstep: Class 4 contains 146995 members 
Mstep: Class 5 contains 41331 members 
Mstep: Class 7 contains 11105 members 
Mstep: Class 8 contains 4300 members 
Mstep: Class 9 contains 170341 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 188253 members 
Mstep: Class 12 contains 119001 members 
Mstep: Class 16 contains 68884 members 
Mstep: Class 17 contains 9416 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 72155 members 
Mstep: Class 22 contains 224642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127897144.000000 Penalty: 36575.996094
Iteration 94Q: 17 clusters Score -1.278971e+08 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 20514 members 
Mstep: Class 3 contains 167283 members 
Mstep: Class 4 contains 146727 members 
Mstep: Class 5 contains 41155 members 
Mstep: Class 7 contains 11082 members 
Mstep: Class 8 contains 4285 members 
Mstep: Class 9 contains 170307 members 
Mstep: Class 10 contains 3097 members 
Mstep: Class 11 contains 187394 members 
Mstep: Class 12 contains 122447 members 
Mstep: Class 16 contains 68740 members 
Mstep: Class 17 contains 9293 members 
Mstep: Class 20 contains 2733 members 
Mstep: Class 21 contains 72023 members 
Mstep: Class 22 contains 225204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127898184.000000 Penalty: 36575.996094
Iteration 95Q: 17 clusters Score -1.278982e+08 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 19467 members 
Mstep: Class 3 contains 166020 members 
Mstep: Class 4 contains 146511 members 
Mstep: Class 5 contains 41014 members 
Mstep: Class 7 contains 11044 members 
Mstep: Class 8 contains 4274 members 
Mstep: Class 9 contains 170270 members 
Mstep: Class 10 contains 3104 members 
Mstep: Class 11 contains 186684 members 
Mstep: Class 12 contains 125965 members 
Mstep: Class 16 contains 68554 members 
Mstep: Class 17 contains 9145 members 
Mstep: Class 20 contains 2728 members 
Mstep: Class 21 contains 71856 members 
Mstep: Class 22 contains 225699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127899032.000000 Penalty: 36575.996094
Iteration 96Q: 17 clusters Score -1.27899e+08 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 18482 members 
Mstep: Class 3 contains 164711 members 
Mstep: Class 4 contains 146343 members 
Mstep: Class 5 contains 40871 members 
Mstep: Class 7 contains 11016 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 170263 members 
Mstep: Class 10 contains 3107 members 
Mstep: Class 11 contains 186033 members 
Mstep: Class 12 contains 129432 members 
Mstep: Class 16 contains 68375 members 
Mstep: Class 17 contains 8969 members 
Mstep: Class 20 contains 2728 members 
Mstep: Class 21 contains 71657 members 
Mstep: Class 22 contains 226149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127900264.000000 Penalty: 36575.996094
Iteration 97Q: 17 clusters Score -1.279003e+08 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 17539 members 
Mstep: Class 3 contains 163285 members 
Mstep: Class 4 contains 146260 members 
Mstep: Class 5 contains 40708 members 
Mstep: Class 7 contains 10995 members 
Mstep: Class 8 contains 4253 members 
Mstep: Class 9 contains 170250 members 
Mstep: Class 10 contains 3115 members 
Mstep: Class 11 contains 185364 members 
Mstep: Class 12 contains 132883 members 
Mstep: Class 16 contains 68174 members 
Mstep: Class 17 contains 8791 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 71440 members 
Mstep: Class 22 contains 226661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127901184.000000 Penalty: 36575.996094
Iteration 98Q: 17 clusters Score -1.279012e+08 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 16636 members 
Mstep: Class 3 contains 161933 members 
Mstep: Class 4 contains 146205 members 
Mstep: Class 5 contains 40556 members 
Mstep: Class 7 contains 10979 members 
Mstep: Class 8 contains 4240 members 
Mstep: Class 9 contains 170260 members 
Mstep: Class 10 contains 3121 members 
Mstep: Class 11 contains 184719 members 
Mstep: Class 12 contains 136188 members 
Mstep: Class 16 contains 67983 members 
Mstep: Class 17 contains 8593 members 
Mstep: Class 20 contains 2705 members 
Mstep: Class 21 contains 71197 members 
Mstep: Class 22 contains 227155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127902328.000000 Penalty: 36575.996094
Iteration 99Q: 17 clusters Score -1.279023e+08 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 15796 members 
Mstep: Class 3 contains 160674 members 
Mstep: Class 4 contains 146213 members 
Mstep: Class 5 contains 40405 members 
Mstep: Class 7 contains 10968 members 
Mstep: Class 8 contains 4240 members 
Mstep: Class 9 contains 170316 members 
Mstep: Class 10 contains 3129 members 
Mstep: Class 11 contains 184100 members 
Mstep: Class 12 contains 139330 members 
Mstep: Class 16 contains 67829 members 
Mstep: Class 17 contains 8371 members 
Mstep: Class 20 contains 2703 members 
Mstep: Class 21 contains 70868 members 
Mstep: Class 22 contains 227579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127903320.000000 Penalty: 36575.996094
Iteration 100F: 17 clusters Score -1.279033e+08 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 14984 members 
Mstep: Class 3 contains 159489 members 
Mstep: Class 4 contains 146271 members 
Mstep: Class 5 contains 40257 members 
Mstep: Class 7 contains 10948 members 
Mstep: Class 8 contains 4239 members 
Mstep: Class 9 contains 170382 members 
Mstep: Class 10 contains 3135 members 
Mstep: Class 11 contains 183506 members 
Mstep: Class 12 contains 142287 members 
Mstep: Class 16 contains 67683 members 
Mstep: Class 17 contains 8181 members 
Mstep: Class 20 contains 2691 members 
Mstep: Class 21 contains 70514 members 
Mstep: Class 22 contains 228015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127905312.000000 Penalty: 36575.996094
Iteration 101Q: 17 clusters Score -1.279053e+08 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 14228 members 
Mstep: Class 3 contains 157675 members 
Mstep: Class 4 contains 146352 members 
Mstep: Class 5 contains 40100 members 
Mstep: Class 7 contains 10931 members 
Mstep: Class 8 contains 4238 members 
Mstep: Class 9 contains 170435 members 
Mstep: Class 10 contains 3137 members 
Mstep: Class 11 contains 182868 members 
Mstep: Class 12 contains 145987 members 
Mstep: Class 16 contains 67495 members 
Mstep: Class 17 contains 8015 members 
Mstep: Class 20 contains 2688 members 
Mstep: Class 21 contains 70133 members 
Mstep: Class 22 contains 228364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127908432.000000 Penalty: 36575.996094
Iteration 102Q: 17 clusters Score -1.279084e+08 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 13518 members 
Mstep: Class 3 contains 154669 members 
Mstep: Class 4 contains 146358 members 
Mstep: Class 5 contains 39913 members 
Mstep: Class 7 contains 10917 members 
Mstep: Class 8 contains 4238 members 
Mstep: Class 9 contains 170515 members 
Mstep: Class 10 contains 3138 members 
Mstep: Class 11 contains 182290 members 
Mstep: Class 12 contains 150986 members 
Mstep: Class 16 contains 67253 members 
Mstep: Class 17 contains 7847 members 
Mstep: Class 20 contains 2680 members 
Mstep: Class 21 contains 69704 members 
Mstep: Class 22 contains 228656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127911664.000000 Penalty: 36575.996094
Iteration 103Q: 17 clusters Score -1.279117e+08 nChanged 12609
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 12847 members 
Mstep: Class 3 contains 150393 members 
Mstep: Class 4 contains 146383 members 
Mstep: Class 5 contains 39699 members 
Mstep: Class 7 contains 10902 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 170644 members 
Mstep: Class 10 contains 3144 members 
Mstep: Class 11 contains 181645 members 
Mstep: Class 12 contains 157569 members 
Mstep: Class 16 contains 66961 members 
Mstep: Class 17 contains 7649 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 69139 members 
Mstep: Class 22 contains 228838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127913096.000000 Penalty: 36575.996094
Iteration 104Q: 17 clusters Score -1.279131e+08 nChanged 15485
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 12188 members 
Mstep: Class 3 contains 144220 members 
Mstep: Class 4 contains 146546 members 
Mstep: Class 5 contains 39517 members 
Mstep: Class 7 contains 10904 members 
Mstep: Class 8 contains 4232 members 
Mstep: Class 9 contains 170825 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 180852 members 
Mstep: Class 12 contains 166217 members 
Mstep: Class 16 contains 66645 members 
Mstep: Class 17 contains 7482 members 
Mstep: Class 20 contains 2680 members 
Mstep: Class 21 contains 68432 members 
Mstep: Class 22 contains 228847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127914672.000000 Penalty: 36575.996094
Iteration 105Q: 17 clusters Score -1.279147e+08 nChanged 19002
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 11563 members 
Mstep: Class 3 contains 136832 members 
Mstep: Class 4 contains 146875 members 
Mstep: Class 5 contains 39311 members 
Mstep: Class 7 contains 10907 members 
Mstep: Class 8 contains 4234 members 
Mstep: Class 9 contains 171113 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 179907 members 
Mstep: Class 12 contains 176360 members 
Mstep: Class 16 contains 66174 members 
Mstep: Class 17 contains 7325 members 
Mstep: Class 20 contains 2672 members 
Mstep: Class 21 contains 67592 members 
Mstep: Class 22 contains 228793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127912376.000000 Penalty: 36575.996094
Iteration 106Q: 17 clusters Score -1.279124e+08 nChanged 19899
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 10935 members 
Mstep: Class 3 contains 128625 members 
Mstep: Class 4 contains 147133 members 
Mstep: Class 5 contains 39077 members 
Mstep: Class 7 contains 10907 members 
Mstep: Class 8 contains 4238 members 
Mstep: Class 9 contains 171256 members 
Mstep: Class 10 contains 3162 members 
Mstep: Class 11 contains 179126 members 
Mstep: Class 12 contains 187079 members 
Mstep: Class 16 contains 65821 members 
Mstep: Class 17 contains 7174 members 
Mstep: Class 20 contains 2674 members 
Mstep: Class 21 contains 66821 members 
Mstep: Class 22 contains 228774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127907632.000000 Penalty: 36575.996094
Iteration 107Q: 17 clusters Score -1.279076e+08 nChanged 20142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 10291 members 
Mstep: Class 3 contains 120824 members 
Mstep: Class 4 contains 147041 members 
Mstep: Class 5 contains 38848 members 
Mstep: Class 7 contains 10922 members 
Mstep: Class 8 contains 4243 members 
Mstep: Class 9 contains 171199 members 
Mstep: Class 10 contains 3159 members 
Mstep: Class 11 contains 178542 members 
Mstep: Class 12 contains 197763 members 
Mstep: Class 16 contains 65572 members 
Mstep: Class 17 contains 7010 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 66083 members 
Mstep: Class 22 contains 228590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127902600.000000 Penalty: 36575.996094
Iteration 108Q: 17 clusters Score -1.279026e+08 nChanged 19343
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 9704 members 
Mstep: Class 3 contains 114686 members 
Mstep: Class 4 contains 146783 members 
Mstep: Class 5 contains 38619 members 
Mstep: Class 7 contains 10938 members 
Mstep: Class 8 contains 4246 members 
Mstep: Class 9 contains 171075 members 
Mstep: Class 10 contains 3160 members 
Mstep: Class 11 contains 177992 members 
Mstep: Class 12 contains 206817 members 
Mstep: Class 16 contains 65449 members 
Mstep: Class 17 contains 6807 members 
Mstep: Class 20 contains 2662 members 
Mstep: Class 21 contains 65418 members 
Mstep: Class 22 contains 228387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127898560.000000 Penalty: 36575.996094
Iteration 109Q: 17 clusters Score -1.278986e+08 nChanged 17542
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 9129 members 
Mstep: Class 3 contains 110956 members 
Mstep: Class 4 contains 146451 members 
Mstep: Class 5 contains 38437 members 
Mstep: Class 7 contains 10979 members 
Mstep: Class 8 contains 4253 members 
Mstep: Class 9 contains 170991 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 177400 members 
Mstep: Class 12 contains 213181 members 
Mstep: Class 16 contains 65383 members 
Mstep: Class 17 contains 6648 members 
Mstep: Class 20 contains 2647 members 
Mstep: Class 21 contains 64827 members 
Mstep: Class 22 contains 228282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127894304.000000 Penalty: 36575.996094
Iteration 110Q: 17 clusters Score -1.278943e+08 nChanged 15075
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 8581 members 
Mstep: Class 3 contains 109360 members 
Mstep: Class 4 contains 146360 members 
Mstep: Class 5 contains 38280 members 
Mstep: Class 7 contains 11015 members 
Mstep: Class 8 contains 4252 members 
Mstep: Class 9 contains 170961 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 176788 members 
Mstep: Class 12 contains 216921 members 
Mstep: Class 16 contains 65323 members 
Mstep: Class 17 contains 6521 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 64217 members 
Mstep: Class 22 contains 228355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127892936.000000 Penalty: 36575.996094
Iteration 111Q: 17 clusters Score -1.278929e+08 nChanged 13324
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 8068 members 
Mstep: Class 3 contains 109282 members 
Mstep: Class 4 contains 146420 members 
Mstep: Class 5 contains 38143 members 
Mstep: Class 7 contains 11063 members 
Mstep: Class 8 contains 4259 members 
Mstep: Class 9 contains 170902 members 
Mstep: Class 10 contains 3166 members 
Mstep: Class 11 contains 176110 members 
Mstep: Class 12 contains 218831 members 
Mstep: Class 16 contains 65267 members 
Mstep: Class 17 contains 6438 members 
Mstep: Class 20 contains 2619 members 
Mstep: Class 21 contains 63686 members 
Mstep: Class 22 contains 228527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127892664.000000 Penalty: 36575.996094
Iteration 112Q: 17 clusters Score -1.278927e+08 nChanged 11964
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 7583 members 
Mstep: Class 3 contains 110368 members 
Mstep: Class 4 contains 146475 members 
Mstep: Class 5 contains 38037 members 
Mstep: Class 7 contains 11107 members 
Mstep: Class 8 contains 4261 members 
Mstep: Class 9 contains 170825 members 
Mstep: Class 10 contains 3166 members 
Mstep: Class 11 contains 175324 members 
Mstep: Class 12 contains 219563 members 
Mstep: Class 16 contains 65255 members 
Mstep: Class 17 contains 6402 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 63160 members 
Mstep: Class 22 contains 228733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127893136.000000 Penalty: 36575.996094
Iteration 113Q: 17 clusters Score -1.278931e+08 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 3 contains 112547 members 
Mstep: Class 4 contains 146509 members 
Mstep: Class 5 contains 37914 members 
Mstep: Class 7 contains 11159 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 170712 members 
Mstep: Class 10 contains 3168 members 
Mstep: Class 11 contains 174465 members 
Mstep: Class 12 contains 219239 members 
Mstep: Class 16 contains 65247 members 
Mstep: Class 17 contains 6376 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 62612 members 
Mstep: Class 22 contains 229046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127894160.000000 Penalty: 36575.996094
Iteration 114Q: 17 clusters Score -1.278942e+08 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 6775 members 
Mstep: Class 3 contains 115632 members 
Mstep: Class 4 contains 146459 members 
Mstep: Class 5 contains 37826 members 
Mstep: Class 7 contains 11207 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 170506 members 
Mstep: Class 10 contains 3172 members 
Mstep: Class 11 contains 173542 members 
Mstep: Class 12 contains 218199 members 
Mstep: Class 16 contains 65224 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 20 contains 2619 members 
Mstep: Class 21 contains 62057 members 
Mstep: Class 22 contains 229384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895608.000000 Penalty: 36575.996094
Iteration 115Q: 17 clusters Score -1.278956e+08 nChanged 10944
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 6436 members 
Mstep: Class 3 contains 119574 members 
Mstep: Class 4 contains 146360 members 
Mstep: Class 5 contains 37751 members 
Mstep: Class 7 contains 11256 members 
Mstep: Class 8 contains 4267 members 
Mstep: Class 9 contains 170195 members 
Mstep: Class 10 contains 3172 members 
Mstep: Class 11 contains 172618 members 
Mstep: Class 12 contains 216457 members 
Mstep: Class 16 contains 65163 members 
Mstep: Class 17 contains 6418 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 61459 members 
Mstep: Class 22 contains 229739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127896904.000000 Penalty: 36575.996094
Iteration 116Q: 17 clusters Score -1.278969e+08 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 6143 members 
Mstep: Class 3 contains 124291 members 
Mstep: Class 4 contains 146256 members 
Mstep: Class 5 contains 37676 members 
Mstep: Class 7 contains 11294 members 
Mstep: Class 8 contains 4273 members 
Mstep: Class 9 contains 169672 members 
Mstep: Class 10 contains 3174 members 
Mstep: Class 11 contains 171675 members 
Mstep: Class 12 contains 214281 members 
Mstep: Class 16 contains 65084 members 
Mstep: Class 17 contains 6454 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 60827 members 
Mstep: Class 22 contains 230038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127898600.000000 Penalty: 36575.996094
Iteration 117Q: 17 clusters Score -1.278986e+08 nChanged 11496
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 5873 members 
Mstep: Class 3 contains 129635 members 
Mstep: Class 4 contains 146088 members 
Mstep: Class 5 contains 37579 members 
Mstep: Class 7 contains 11337 members 
Mstep: Class 8 contains 4273 members 
Mstep: Class 9 contains 168898 members 
Mstep: Class 10 contains 3181 members 
Mstep: Class 11 contains 170766 members 
Mstep: Class 12 contains 211793 members 
Mstep: Class 16 contains 64915 members 
Mstep: Class 17 contains 6520 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 60169 members 
Mstep: Class 22 contains 230368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127901608.000000 Penalty: 36575.996094
Iteration 118Q: 17 clusters Score -1.279016e+08 nChanged 11309
Entering ConstructFrom: 
Score: -127901608.000000 Penalty: 36575.996094
Entering ConstructFrom: 
Trying to split cluster 1 (32492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Entering Unmasked Estep 
Score: -3164112.500000 Penalty: 1688.171753
	Iteration 0F: 2 clusters Score -3164112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -3142139.750000 Penalty: 3376.343506
	Iteration 0F: 3 clusters Score -3142140 nChanged 15065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -3150558.500000 Penalty: 3376.343506
	Iteration 1F: 3 clusters Score -3150558 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -3151114.250000 Penalty: 3376.343506
	Iteration 2Q: 3 clusters Score -3151114 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -3151849.500000 Penalty: 3376.343506
	Iteration 3F: 3 clusters Score -3151850 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -3152895.750000 Penalty: 3376.343506
	Iteration 4F: 3 clusters Score -3152896 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -3154406.000000 Penalty: 3376.343506
	Iteration 5F: 3 clusters Score -3154406 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -3156520.250000 Penalty: 3376.343506
	Iteration 6F: 3 clusters Score -3156520 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -3158846.500000 Penalty: 3376.343506
	Iteration 7F: 3 clusters Score -3158846 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3160733.500000 Penalty: 3376.343506
	Iteration 8F: 3 clusters Score -3160734 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3161796.000000 Penalty: 3376.343506
	Iteration 9Q: 3 clusters Score -3161796 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3162297.500000 Penalty: 3376.343506
	Iteration 10Q: 3 clusters Score -3162298 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3162485.750000 Penalty: 3376.343506
	Iteration 11Q: 3 clusters Score -3162486 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3162572.000000 Penalty: 3376.343506
	Iteration 12Q: 3 clusters Score -3162572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3162618.750000 Penalty: 3376.343506
	Iteration 13Q: 3 clusters Score -3162619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3162653.500000 Penalty: 3376.343506
	Iteration 14Q: 3 clusters Score -3162654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3162683.750000 Penalty: 3376.343506
	Iteration 15Q: 3 clusters Score -3162684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3162695.250000 Penalty: 3376.343506
	Iteration 16Q: 3 clusters Score -3162695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3162700.750000 Penalty: 3376.343506
	Iteration 17Q: 3 clusters Score -3162701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3162704.750000 Penalty: 3376.343506
	Iteration 18Q: 3 clusters Score -3162705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3162707.500000 Penalty: 3376.343506
	Iteration 19Q: 3 clusters Score -3162708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3162707.500000 Penalty: 3376.343506
	Iteration 20F: 3 clusters Score -3162708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Entering Unmasked Estep 
Score: -572735.500000 Penalty: 1403.731689
	Iteration 0F: 2 clusters Score -572735.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -568320.812500 Penalty: 2807.463379
	Iteration 0F: 3 clusters Score -568320.8 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -569679.750000 Penalty: 2807.463379
	Iteration 1F: 3 clusters Score -569679.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -569859.437500 Penalty: 2807.463379
	Iteration 2F: 3 clusters Score -569859.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -569984.312500 Penalty: 2807.463379
	Iteration 3Q: 3 clusters Score -569984.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -570079.000000 Penalty: 2807.463379
	Iteration 4Q: 3 clusters Score -570079 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -570178.250000 Penalty: 2807.463379
	Iteration 5Q: 3 clusters Score -570178.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -570276.375000 Penalty: 2807.463379
	Iteration 6Q: 3 clusters Score -570276.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -570385.687500 Penalty: 2807.463379
	Iteration 7Q: 3 clusters Score -570385.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -570529.000000 Penalty: 2807.463379
	Iteration 8Q: 3 clusters Score -570529 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -570719.250000 Penalty: 2807.463379
	Iteration 9Q: 3 clusters Score -570719.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -570930.875000 Penalty: 2807.463379
	Iteration 10Q: 3 clusters Score -570930.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -571100.062500 Penalty: 2807.463379
	Iteration 11Q: 3 clusters Score -571100.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -571225.562500 Penalty: 2807.463379
	Iteration 12Q: 3 clusters Score -571225.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -571333.937500 Penalty: 2807.463379
	Iteration 13Q: 3 clusters Score -571333.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -571409.062500 Penalty: 2807.463379
	Iteration 14Q: 3 clusters Score -571409.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -571450.500000 Penalty: 2807.463379
	Iteration 15Q: 3 clusters Score -571450.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -571464.437500 Penalty: 2807.463379
	Iteration 16Q: 3 clusters Score -571464.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -571480.000000 Penalty: 2807.463379
	Iteration 17Q: 3 clusters Score -571480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -571485.687500 Penalty: 2807.463379
	Iteration 18Q: 3 clusters Score -571485.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -571490.812500 Penalty: 2807.463379
	Iteration 19Q: 3 clusters Score -571490.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -571492.875000 Penalty: 2807.463379
	Iteration 20F: 3 clusters Score -571492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -571495.812500 Penalty: 2807.463379
	Iteration 21Q: 3 clusters Score -571495.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -571496.062500 Penalty: 2807.463379
	Iteration 22Q: 3 clusters Score -571496.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -571499.812500 Penalty: 2807.463379
	Iteration 23Q: 3 clusters Score -571499.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -571501.750000 Penalty: 2807.463379
	Iteration 24Q: 3 clusters Score -571501.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -571505.500000 Penalty: 2807.463379
	Iteration 25Q: 3 clusters Score -571505.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -571507.812500 Penalty: 2807.463379
	Iteration 26Q: 3 clusters Score -571507.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -571507.812500 Penalty: 2807.463379
	Iteration 27F: 3 clusters Score -571507.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (135252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135252 members 
Entering Unmasked Estep 
Score: -13824204.000000 Penalty: 1919.920410
	Iteration 0F: 2 clusters Score -1.38242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67783 members 
Mstep: Class 2 contains 67469 members 
Entering Unmasked Estep 
Score: -13733474.000000 Penalty: 3839.840820
	Iteration 0F: 3 clusters Score -1.373347e+07 nChanged 65377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70586 members 
Mstep: Class 2 contains 64666 members 
Entering Unmasked Estep 
Score: -13772051.000000 Penalty: 3839.840820
	Iteration 1F: 3 clusters Score -1.377205e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72322 members 
Mstep: Class 2 contains 62930 members 
Entering Unmasked Estep 
Score: -13772984.000000 Penalty: 3839.840820
	Iteration 2Q: 3 clusters Score -1.377298e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74984 members 
Mstep: Class 2 contains 60268 members 
Entering Unmasked Estep 
Score: -13773995.000000 Penalty: 3839.840820
	Iteration 3Q: 3 clusters Score -1.3774e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79044 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -13775624.000000 Penalty: 3839.840820
	Iteration 4Q: 3 clusters Score -1.377562e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85136 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -13778698.000000 Penalty: 3839.840820
	Iteration 5Q: 3 clusters Score -1.37787e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93665 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -13784322.000000 Penalty: 3839.840820
	Iteration 6F: 3 clusters Score -1.378432e+07 nChanged 11174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104793 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -13793415.000000 Penalty: 3839.840820
	Iteration 7F: 3 clusters Score -1.379342e+07 nChanged 11838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116625 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -13804757.000000 Penalty: 3839.840820
	Iteration 8F: 3 clusters Score -1.380476e+07 nChanged 9285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125906 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -13813729.000000 Penalty: 3839.840820
	Iteration 9F: 3 clusters Score -1.381373e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131265 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -13818900.000000 Penalty: 3839.840820
	Iteration 10Q: 3 clusters Score -1.38189e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133594 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -13821122.000000 Penalty: 3839.840820
	Iteration 11Q: 3 clusters Score -1.382112e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134483 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -13821913.000000 Penalty: 3839.840820
	Iteration 12Q: 3 clusters Score -1.382191e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134782 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -13822165.000000 Penalty: 3839.840820
	Iteration 13Q: 3 clusters Score -1.382216e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134887 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -13822284.000000 Penalty: 3839.840820
	Iteration 14Q: 3 clusters Score -1.382228e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134934 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -13822349.000000 Penalty: 3839.840820
	Iteration 15Q: 3 clusters Score -1.382235e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134956 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -13822389.000000 Penalty: 3839.840820
	Iteration 16Q: 3 clusters Score -1.382239e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134969 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -13822422.000000 Penalty: 3839.840820
	Iteration 17Q: 3 clusters Score -1.382242e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134975 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -13822437.000000 Penalty: 3839.840820
	Iteration 18Q: 3 clusters Score -1.382244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134980 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -13822449.000000 Penalty: 3839.840820
	Iteration 19Q: 3 clusters Score -1.382245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134984 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -13822451.000000 Penalty: 3839.840820
	Iteration 20F: 3 clusters Score -1.382245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134986 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -13822457.000000 Penalty: 3839.840820
	Iteration 21Q: 3 clusters Score -1.382246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134988 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13822459.000000 Penalty: 3839.840820
	Iteration 22Q: 3 clusters Score -1.382246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134988 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13822455.000000 Penalty: 3839.840820
	Iteration 23Q: 3 clusters Score -1.382246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134989 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -13822451.000000 Penalty: 3839.840820
	Iteration 24Q: 3 clusters Score -1.382245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134989 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -13822451.000000 Penalty: 3839.840820
	Iteration 25F: 3 clusters Score -1.382245e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (145850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145850 members 
Entering Unmasked Estep 
Score: -14803714.000000 Penalty: 1932.179321
	Iteration 0F: 2 clusters Score -1.480371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72770 members 
Mstep: Class 2 contains 73080 members 
Entering Unmasked Estep 
Score: -14706880.000000 Penalty: 3864.358643
	Iteration 0F: 3 clusters Score -1.470688e+07 nChanged 70019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71253 members 
Mstep: Class 2 contains 74597 members 
Entering Unmasked Estep 
Score: -14747275.000000 Penalty: 3864.358643
	Iteration 1F: 3 clusters Score -1.474728e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70882 members 
Mstep: Class 2 contains 74968 members 
Entering Unmasked Estep 
Score: -14748043.000000 Penalty: 3864.358643
	Iteration 2Q: 3 clusters Score -1.474804e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70311 members 
Mstep: Class 2 contains 75539 members 
Entering Unmasked Estep 
Score: -14748976.000000 Penalty: 3864.358643
	Iteration 3Q: 3 clusters Score -1.474898e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69435 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
Score: -14750056.000000 Penalty: 3864.358643
	Iteration 4Q: 3 clusters Score -1.475006e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67956 members 
Mstep: Class 2 contains 77894 members 
Entering Unmasked Estep 
Score: -14751585.000000 Penalty: 3864.358643
	Iteration 5Q: 3 clusters Score -1.475158e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65615 members 
Mstep: Class 2 contains 80235 members 
Entering Unmasked Estep 
Score: -14753490.000000 Penalty: 3864.358643
	Iteration 6Q: 3 clusters Score -1.475349e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 83807 members 
Entering Unmasked Estep 
Score: -14755928.000000 Penalty: 3864.358643
	Iteration 7Q: 3 clusters Score -1.475593e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56781 members 
Mstep: Class 2 contains 89069 members 
Entering Unmasked Estep 
Score: -14759318.000000 Penalty: 3864.358643
	Iteration 8Q: 3 clusters Score -1.475932e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 96406 members 
Entering Unmasked Estep 
Score: -14764250.000000 Penalty: 3864.358643
	Iteration 9F: 3 clusters Score -1.476425e+07 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 105928 members 
Entering Unmasked Estep 
Score: -14771239.000000 Penalty: 3864.358643
	Iteration 10F: 3 clusters Score -1.477124e+07 nChanged 10751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 116671 members 
Entering Unmasked Estep 
Score: -14779605.000000 Penalty: 3864.358643
	Iteration 11F: 3 clusters Score -1.47796e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 126936 members 
Entering Unmasked Estep 
Score: -14788068.000000 Penalty: 3864.358643
	Iteration 12F: 3 clusters Score -1.478807e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 134980 members 
Entering Unmasked Estep 
Score: -14794467.000000 Penalty: 3864.358643
	Iteration 13F: 3 clusters Score -1.479447e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 140024 members 
Entering Unmasked Estep 
Score: -14798289.000000 Penalty: 3864.358643
	Iteration 14Q: 3 clusters Score -1.479829e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 142785 members 
Entering Unmasked Estep 
Score: -14800246.000000 Penalty: 3864.358643
	Iteration 15Q: 3 clusters Score -1.480025e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 144151 members 
Entering Unmasked Estep 
Score: -14801124.000000 Penalty: 3864.358643
	Iteration 16Q: 3 clusters Score -1.480112e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 144794 members 
Entering Unmasked Estep 
Score: -14801560.000000 Penalty: 3864.358643
	Iteration 17Q: 3 clusters Score -1.480156e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 145103 members 
Entering Unmasked Estep 
Score: -14801779.000000 Penalty: 3864.358643
	Iteration 18Q: 3 clusters Score -1.480178e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 145251 members 
Entering Unmasked Estep 
Score: -14801888.000000 Penalty: 3864.358643
	Iteration 19Q: 3 clusters Score -1.480189e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 145322 members 
Entering Unmasked Estep 
Score: -14801915.000000 Penalty: 3864.358643
	Iteration 20F: 3 clusters Score -1.480192e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 145360 members 
Entering Unmasked Estep 
Score: -14801962.000000 Penalty: 3864.358643
	Iteration 21Q: 3 clusters Score -1.480196e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 145401 members 
Entering Unmasked Estep 
Score: -14801988.000000 Penalty: 3864.358643
	Iteration 22Q: 3 clusters Score -1.480199e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 145423 members 
Entering Unmasked Estep 
Score: -14802010.000000 Penalty: 3864.358643
	Iteration 23Q: 3 clusters Score -1.480201e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 145446 members 
Entering Unmasked Estep 
Score: -14802030.000000 Penalty: 3864.358643
	Iteration 24Q: 3 clusters Score -1.480203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 145467 members 
Entering Unmasked Estep 
Score: -14802052.000000 Penalty: 3864.358643
	Iteration 25Q: 3 clusters Score -1.480205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 145480 members 
Entering Unmasked Estep 
Score: -14802061.000000 Penalty: 3864.358643
	Iteration 26Q: 3 clusters Score -1.480206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 145485 members 
Entering Unmasked Estep 
Score: -14802070.000000 Penalty: 3864.358643
	Iteration 27Q: 3 clusters Score -1.480207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 145488 members 
Entering Unmasked Estep 
Score: -14802071.000000 Penalty: 3864.358643
	Iteration 28Q: 3 clusters Score -1.480207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 145489 members 
Entering Unmasked Estep 
Score: -14802077.000000 Penalty: 3864.358643
	Iteration 29Q: 3 clusters Score -1.480208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 145493 members 
Entering Unmasked Estep 
Score: -14802064.000000 Penalty: 3864.358643
	Iteration 30Q: 3 clusters Score -1.480206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 145494 members 
Entering Unmasked Estep 
Score: -14802073.000000 Penalty: 3864.358643
	Iteration 31Q: 3 clusters Score -1.480207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 145503 members 
Entering Unmasked Estep 
Score: -14802074.000000 Penalty: 3864.358643
	Iteration 32Q: 3 clusters Score -1.480207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 145506 members 
Entering Unmasked Estep 
Score: -14802070.000000 Penalty: 3864.358643
	Iteration 33Q: 3 clusters Score -1.480207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 145504 members 
Entering Unmasked Estep 
Score: -14802076.000000 Penalty: 3864.358643
	Iteration 34Q: 3 clusters Score -1.480208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 145507 members 
Entering Unmasked Estep 
Score: -14802084.000000 Penalty: 3864.358643
	Iteration 35Q: 3 clusters Score -1.480208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 145508 members 
Entering Unmasked Estep 
Score: -14802082.000000 Penalty: 3864.358643
	Iteration 36Q: 3 clusters Score -1.480208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 145508 members 
Entering Unmasked Estep 
Score: -14802082.000000 Penalty: 3864.358643
	Iteration 37F: 3 clusters Score -1.480208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Entering Unmasked Estep 
Score: -3810669.000000 Penalty: 1711.374634
	Iteration 0F: 2 clusters Score -3810669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -3785722.250000 Penalty: 3422.749268
	Iteration 0F: 3 clusters Score -3785722 nChanged 17270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -3795366.750000 Penalty: 3422.749268
	Iteration 1F: 3 clusters Score -3795367 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -3795788.500000 Penalty: 3422.749268
	Iteration 2Q: 3 clusters Score -3795788 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -3796304.000000 Penalty: 3422.749268
	Iteration 3Q: 3 clusters Score -3796304 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -3796989.250000 Penalty: 3422.749268
	Iteration 4Q: 3 clusters Score -3796989 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -3797769.000000 Penalty: 3422.749268
	Iteration 5Q: 3 clusters Score -3797769 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -3798893.000000 Penalty: 3422.749268
	Iteration 6F: 3 clusters Score -3798893 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -3800473.750000 Penalty: 3422.749268
	Iteration 7F: 3 clusters Score -3800474 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -3802501.250000 Penalty: 3422.749268
	Iteration 8F: 3 clusters Score -3802501 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -3804541.750000 Penalty: 3422.749268
	Iteration 9F: 3 clusters Score -3804542 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -3806061.750000 Penalty: 3422.749268
	Iteration 10Q: 3 clusters Score -3806062 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -3807052.000000 Penalty: 3422.749268
	Iteration 11Q: 3 clusters Score -3807052 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -3807650.500000 Penalty: 3422.749268
	Iteration 12Q: 3 clusters Score -3807650 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -3808102.500000 Penalty: 3422.749268
	Iteration 13Q: 3 clusters Score -3808102 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -3808392.500000 Penalty: 3422.749268
	Iteration 14Q: 3 clusters Score -3808392 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -3808602.250000 Penalty: 3422.749268
	Iteration 15Q: 3 clusters Score -3808602 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -3808736.000000 Penalty: 3422.749268
	Iteration 16Q: 3 clusters Score -3808736 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -3808819.750000 Penalty: 3422.749268
	Iteration 17Q: 3 clusters Score -3808820 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -3808905.000000 Penalty: 3422.749268
	Iteration 18Q: 3 clusters Score -3808905 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -3808952.500000 Penalty: 3422.749268
	Iteration 19Q: 3 clusters Score -3808952 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -3808981.250000 Penalty: 3422.749268
	Iteration 20F: 3 clusters Score -3808981 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -3809007.500000 Penalty: 3422.749268
	Iteration 21Q: 3 clusters Score -3809008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -3809019.000000 Penalty: 3422.749268
	Iteration 22Q: 3 clusters Score -3809019 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -3809024.500000 Penalty: 3422.749268
	Iteration 23Q: 3 clusters Score -3809024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -3809041.500000 Penalty: 3422.749268
	Iteration 24Q: 3 clusters Score -3809042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -3809055.750000 Penalty: 3422.749268
	Iteration 25Q: 3 clusters Score -3809056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -3809052.750000 Penalty: 3422.749268
	Iteration 26Q: 3 clusters Score -3809053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -3809062.750000 Penalty: 3422.749268
	Iteration 27Q: 3 clusters Score -3809063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -3809080.500000 Penalty: 3422.749268
	Iteration 28Q: 3 clusters Score -3809080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -3809092.000000 Penalty: 3422.749268
	Iteration 29Q: 3 clusters Score -3809092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -3809106.250000 Penalty: 3422.749268
	Iteration 30Q: 3 clusters Score -3809106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -3809115.000000 Penalty: 3422.749268
	Iteration 31Q: 3 clusters Score -3809115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -3809126.250000 Penalty: 3422.749268
	Iteration 32Q: 3 clusters Score -3809126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -3809124.750000 Penalty: 3422.749268
	Iteration 33Q: 3 clusters Score -3809125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -3809134.500000 Penalty: 3422.749268
	Iteration 34Q: 3 clusters Score -3809134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -3809132.250000 Penalty: 3422.749268
	Iteration 35Q: 3 clusters Score -3809132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -3809140.500000 Penalty: 3422.749268
	Iteration 36Q: 3 clusters Score -3809140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -3809143.750000 Penalty: 3422.749268
	Iteration 37Q: 3 clusters Score -3809144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -3809143.000000 Penalty: 3422.749268
	Iteration 38Q: 3 clusters Score -3809143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -3809143.500000 Penalty: 3422.749268
	Iteration 39Q: 3 clusters Score -3809144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -3809144.000000 Penalty: 3422.749268
	Iteration 40F: 3 clusters Score -3809144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -3809146.500000 Penalty: 3422.749268
	Iteration 41Q: 3 clusters Score -3809146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -3809147.750000 Penalty: 3422.749268
	Iteration 42Q: 3 clusters Score -3809148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -3809149.500000 Penalty: 3422.749268
	Iteration 43Q: 3 clusters Score -3809150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -3809155.500000 Penalty: 3422.749268
	Iteration 44Q: 3 clusters Score -3809156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -3809155.500000 Penalty: 3422.749268
	Iteration 45Q: 3 clusters Score -3809156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -3809156.500000 Penalty: 3422.749268
	Iteration 46Q: 3 clusters Score -3809156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -3809159.750000 Penalty: 3422.749268
	Iteration 47Q: 3 clusters Score -3809160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -3809152.500000 Penalty: 3422.749268
	Iteration 48Q: 3 clusters Score -3809152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -3809152.500000 Penalty: 3422.749268
	Iteration 49F: 3 clusters Score -3809152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Entering Unmasked Estep 
Score: -1160138.125000 Penalty: 1517.644165
	Iteration 0F: 2 clusters Score -1160138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1152126.375000 Penalty: 3035.288330
	Iteration 0F: 3 clusters Score -1152126 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1154812.500000 Penalty: 3035.288330
	Iteration 1F: 3 clusters Score -1154812 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1155101.875000 Penalty: 3035.288330
	Iteration 2F: 3 clusters Score -1155102 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1155438.875000 Penalty: 3035.288330
	Iteration 3F: 3 clusters Score -1155439 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1155799.875000 Penalty: 3035.288330
	Iteration 4F: 3 clusters Score -1155800 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1156188.250000 Penalty: 3035.288330
	Iteration 5Q: 3 clusters Score -1156188 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1156593.875000 Penalty: 3035.288330
	Iteration 6Q: 3 clusters Score -1156594 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1156984.875000 Penalty: 3035.288330
	Iteration 7Q: 3 clusters Score -1156985 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1157358.375000 Penalty: 3035.288330
	Iteration 8Q: 3 clusters Score -1157358 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1157673.125000 Penalty: 3035.288330
	Iteration 9Q: 3 clusters Score -1157673 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1157923.250000 Penalty: 3035.288330
	Iteration 10Q: 3 clusters Score -1157923 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1158125.500000 Penalty: 3035.288330
	Iteration 11Q: 3 clusters Score -1158126 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1158278.125000 Penalty: 3035.288330
	Iteration 12Q: 3 clusters Score -1158278 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1158380.875000 Penalty: 3035.288330
	Iteration 13Q: 3 clusters Score -1158381 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1158464.250000 Penalty: 3035.288330
	Iteration 14Q: 3 clusters Score -1158464 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1158554.750000 Penalty: 3035.288330
	Iteration 15Q: 3 clusters Score -1158555 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1158639.375000 Penalty: 3035.288330
	Iteration 16Q: 3 clusters Score -1158639 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1158716.000000 Penalty: 3035.288330
	Iteration 17Q: 3 clusters Score -1158716 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1158776.500000 Penalty: 3035.288330
	Iteration 18Q: 3 clusters Score -1158776 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1158816.000000 Penalty: 3035.288330
	Iteration 19Q: 3 clusters Score -1158816 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1158846.125000 Penalty: 3035.288330
	Iteration 20F: 3 clusters Score -1158846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1158860.750000 Penalty: 3035.288330
	Iteration 21Q: 3 clusters Score -1158861 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1158877.125000 Penalty: 3035.288330
	Iteration 22Q: 3 clusters Score -1158877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1158882.750000 Penalty: 3035.288330
	Iteration 23Q: 3 clusters Score -1158883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1158888.000000 Penalty: 3035.288330
	Iteration 24Q: 3 clusters Score -1158888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1158889.625000 Penalty: 3035.288330
	Iteration 25Q: 3 clusters Score -1158890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1158890.500000 Penalty: 3035.288330
	Iteration 26Q: 3 clusters Score -1158890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1158892.000000 Penalty: 3035.288330
	Iteration 27Q: 3 clusters Score -1158892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1158894.375000 Penalty: 3035.288330
	Iteration 28Q: 3 clusters Score -1158894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1158894.375000 Penalty: 3035.288330
	Iteration 29F: 3 clusters Score -1158894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Entering Unmasked Estep 
Score: -399218.718750 Penalty: 1358.663574
	Iteration 0F: 2 clusters Score -399218.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -395809.468750 Penalty: 2717.327148
	Iteration 0F: 3 clusters Score -395809.5 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -396868.187500 Penalty: 2717.327148
	Iteration 1F: 3 clusters Score -396868.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -397282.343750 Penalty: 2717.327148
	Iteration 2F: 3 clusters Score -397282.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -397765.187500 Penalty: 2717.327148
	Iteration 3F: 3 clusters Score -397765.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -398211.218750 Penalty: 2717.327148
	Iteration 4F: 3 clusters Score -398211.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -398553.031250 Penalty: 2717.327148
	Iteration 5F: 3 clusters Score -398553 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -398779.062500 Penalty: 2717.327148
	Iteration 6F: 3 clusters Score -398779.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -398876.562500 Penalty: 2717.327148
	Iteration 7Q: 3 clusters Score -398876.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -398926.781250 Penalty: 2717.327148
	Iteration 8Q: 3 clusters Score -398926.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -398964.656250 Penalty: 2717.327148
	Iteration 9Q: 3 clusters Score -398964.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -398996.843750 Penalty: 2717.327148
	Iteration 10Q: 3 clusters Score -398996.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -399017.500000 Penalty: 2717.327148
	Iteration 11Q: 3 clusters Score -399017.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -399030.562500 Penalty: 2717.327148
	Iteration 12Q: 3 clusters Score -399030.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -399041.468750 Penalty: 2717.327148
	Iteration 13Q: 3 clusters Score -399041.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -399046.093750 Penalty: 2717.327148
	Iteration 14Q: 3 clusters Score -399046.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -399050.031250 Penalty: 2717.327148
	Iteration 15Q: 3 clusters Score -399050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -399051.875000 Penalty: 2717.327148
	Iteration 16Q: 3 clusters Score -399051.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -399052.343750 Penalty: 2717.327148
	Iteration 17Q: 3 clusters Score -399052.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -399054.281250 Penalty: 2717.327148
	Iteration 18Q: 3 clusters Score -399054.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -399057.125000 Penalty: 2717.327148
	Iteration 19Q: 3 clusters Score -399057.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -399059.218750 Penalty: 2717.327148
	Iteration 20F: 3 clusters Score -399059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -399061.031250 Penalty: 2717.327148
	Iteration 21Q: 3 clusters Score -399061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -399061.750000 Penalty: 2717.327148
	Iteration 22Q: 3 clusters Score -399061.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -399062.093750 Penalty: 2717.327148
	Iteration 23Q: 3 clusters Score -399062.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -399062.093750 Penalty: 2717.327148
	Iteration 24F: 3 clusters Score -399062.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (167991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167991 members 
Entering Unmasked Estep 
Score: -17060446.000000 Penalty: 1955.145752
	Iteration 0F: 2 clusters Score -1.706045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Mstep: Class 2 contains 83665 members 
Entering Unmasked Estep 
Score: -16949912.000000 Penalty: 3910.291504
	Iteration 0F: 3 clusters Score -1.694991e+07 nChanged 81332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90320 members 
Mstep: Class 2 contains 77671 members 
Entering Unmasked Estep 
Score: -16998680.000000 Penalty: 3910.291504
	Iteration 1F: 3 clusters Score -1.699868e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94137 members 
Mstep: Class 2 contains 73854 members 
Entering Unmasked Estep 
Score: -17000164.000000 Penalty: 3910.291504
	Iteration 2Q: 3 clusters Score -1.700016e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99922 members 
Mstep: Class 2 contains 68069 members 
Entering Unmasked Estep 
Score: -17002938.000000 Penalty: 3910.291504
	Iteration 3Q: 3 clusters Score -1.700294e+07 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108589 members 
Mstep: Class 2 contains 59402 members 
Entering Unmasked Estep 
Score: -17007962.000000 Penalty: 3910.291504
	Iteration 4F: 3 clusters Score -1.700796e+07 nChanged 12242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120601 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -17016748.000000 Penalty: 3910.291504
	Iteration 5F: 3 clusters Score -1.701675e+07 nChanged 14949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135428 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -17029754.000000 Penalty: 3910.291504
	Iteration 6F: 3 clusters Score -1.702975e+07 nChanged 14679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150033 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -17043816.000000 Penalty: 3910.291504
	Iteration 7F: 3 clusters Score -1.704382e+07 nChanged 10378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160397 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -17053050.000000 Penalty: 3910.291504
	Iteration 8F: 3 clusters Score -1.705305e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165309 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -17056980.000000 Penalty: 3910.291504
	Iteration 9Q: 3 clusters Score -1.705698e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166986 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -17058198.000000 Penalty: 3910.291504
	Iteration 10Q: 3 clusters Score -1.70582e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167462 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -17058566.000000 Penalty: 3910.291504
	Iteration 11Q: 3 clusters Score -1.705857e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167583 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -17058660.000000 Penalty: 3910.291504
	Iteration 12Q: 3 clusters Score -1.705866e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167634 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -17058706.000000 Penalty: 3910.291504
	Iteration 13Q: 3 clusters Score -1.705871e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167662 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -17058772.000000 Penalty: 3910.291504
	Iteration 14Q: 3 clusters Score -1.705877e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167674 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -17058792.000000 Penalty: 3910.291504
	Iteration 15Q: 3 clusters Score -1.705879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167676 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -17058798.000000 Penalty: 3910.291504
	Iteration 16Q: 3 clusters Score -1.70588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167672 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -17058816.000000 Penalty: 3910.291504
	Iteration 17Q: 3 clusters Score -1.705882e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167678 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -17058836.000000 Penalty: 3910.291504
	Iteration 18Q: 3 clusters Score -1.705884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167682 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -17058848.000000 Penalty: 3910.291504
	Iteration 19Q: 3 clusters Score -1.705885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167684 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -17058856.000000 Penalty: 3910.291504
	Iteration 20F: 3 clusters Score -1.705886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167683 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -17058870.000000 Penalty: 3910.291504
	Iteration 21Q: 3 clusters Score -1.705887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167679 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -17058864.000000 Penalty: 3910.291504
	Iteration 22Q: 3 clusters Score -1.705886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167679 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -17058870.000000 Penalty: 3910.291504
	Iteration 23Q: 3 clusters Score -1.705887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167681 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -17058876.000000 Penalty: 3910.291504
	Iteration 24Q: 3 clusters Score -1.705888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167684 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -17058872.000000 Penalty: 3910.291504
	Iteration 25Q: 3 clusters Score -1.705887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167682 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -17058878.000000 Penalty: 3910.291504
	Iteration 26Q: 3 clusters Score -1.705888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167683 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -17058884.000000 Penalty: 3910.291504
	Iteration 27Q: 3 clusters Score -1.705888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167688 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -17058892.000000 Penalty: 3910.291504
	Iteration 28Q: 3 clusters Score -1.705889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167688 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -17058894.000000 Penalty: 3910.291504
	Iteration 29Q: 3 clusters Score -1.705889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167688 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -17058888.000000 Penalty: 3910.291504
	Iteration 30Q: 3 clusters Score -1.705889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167688 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -17058908.000000 Penalty: 3910.291504
	Iteration 31Q: 3 clusters Score -1.705891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167689 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -17058912.000000 Penalty: 3910.291504
	Iteration 32Q: 3 clusters Score -1.705891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167692 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -17058918.000000 Penalty: 3910.291504
	Iteration 33Q: 3 clusters Score -1.705892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167693 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -17058908.000000 Penalty: 3910.291504
	Iteration 34Q: 3 clusters Score -1.705891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167693 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -17058920.000000 Penalty: 3910.291504
	Iteration 35Q: 3 clusters Score -1.705892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167693 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -17058920.000000 Penalty: 3910.291504
	Iteration 36F: 3 clusters Score -1.705892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -328249.687500 Penalty: 1311.064575
	Iteration 0F: 2 clusters Score -328249.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -325372.281250 Penalty: 2622.129150
	Iteration 0F: 3 clusters Score -325372.3 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -326103.468750 Penalty: 2622.129150
	Iteration 1F: 3 clusters Score -326103.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -326282.718750 Penalty: 2622.129150
	Iteration 2F: 3 clusters Score -326282.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -326423.781250 Penalty: 2622.129150
	Iteration 3F: 3 clusters Score -326423.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -326570.750000 Penalty: 2622.129150
	Iteration 4Q: 3 clusters Score -326570.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -326788.968750 Penalty: 2622.129150
	Iteration 5F: 3 clusters Score -326789 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -327064.687500 Penalty: 2622.129150
	Iteration 6F: 3 clusters Score -327064.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -327281.156250 Penalty: 2622.129150
	Iteration 7F: 3 clusters Score -327281.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -327435.843750 Penalty: 2622.129150
	Iteration 8Q: 3 clusters Score -327435.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -327539.062500 Penalty: 2622.129150
	Iteration 9Q: 3 clusters Score -327539.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -327598.750000 Penalty: 2622.129150
	Iteration 10Q: 3 clusters Score -327598.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -327633.031250 Penalty: 2622.129150
	Iteration 11Q: 3 clusters Score -327633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -327651.093750 Penalty: 2622.129150
	Iteration 12Q: 3 clusters Score -327651.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -327660.875000 Penalty: 2622.129150
	Iteration 13Q: 3 clusters Score -327660.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -327664.281250 Penalty: 2622.129150
	Iteration 14Q: 3 clusters Score -327664.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -327666.875000 Penalty: 2622.129150
	Iteration 15Q: 3 clusters Score -327666.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -327674.093750 Penalty: 2622.129150
	Iteration 16Q: 3 clusters Score -327674.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -327677.093750 Penalty: 2622.129150
	Iteration 17Q: 3 clusters Score -327677.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -327679.218750 Penalty: 2622.129150
	Iteration 18Q: 3 clusters Score -327679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -327680.781250 Penalty: 2622.129150
	Iteration 19Q: 3 clusters Score -327680.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -327682.343750 Penalty: 2622.129150
	Iteration 20F: 3 clusters Score -327682.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -327682.343750 Penalty: 2622.129150
	Iteration 21Q: 3 clusters Score -327682.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -327682.343750 Penalty: 2622.129150
	Iteration 22F: 3 clusters Score -327682.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (169785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169785 members 
Entering Unmasked Estep 
Score: -17138782.000000 Penalty: 1956.871826
	Iteration 0F: 2 clusters Score -1.713878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84807 members 
Mstep: Class 2 contains 84978 members 
Entering Unmasked Estep 
Score: -17030240.000000 Penalty: 3913.743652
	Iteration 0F: 3 clusters Score -1.703024e+07 nChanged 82176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80433 members 
Mstep: Class 2 contains 89352 members 
Entering Unmasked Estep 
Score: -17079484.000000 Penalty: 3913.743652
	Iteration 1F: 3 clusters Score -1.707948e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77970 members 
Mstep: Class 2 contains 91815 members 
Entering Unmasked Estep 
Score: -17080950.000000 Penalty: 3913.743652
	Iteration 2Q: 3 clusters Score -1.708095e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74202 members 
Mstep: Class 2 contains 95583 members 
Entering Unmasked Estep 
Score: -17083100.000000 Penalty: 3913.743652
	Iteration 3Q: 3 clusters Score -1.70831e+07 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 101199 members 
Entering Unmasked Estep 
Score: -17086672.000000 Penalty: 3913.743652
	Iteration 4Q: 3 clusters Score -1.708667e+07 nChanged 10139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 108982 members 
Entering Unmasked Estep 
Score: -17092332.000000 Penalty: 3913.743652
	Iteration 5F: 3 clusters Score -1.709233e+07 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 118819 members 
Entering Unmasked Estep 
Score: -17101016.000000 Penalty: 3913.743652
	Iteration 6F: 3 clusters Score -1.710102e+07 nChanged 13160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 129561 members 
Entering Unmasked Estep 
Score: -17112228.000000 Penalty: 3913.743652
	Iteration 7F: 3 clusters Score -1.711223e+07 nChanged 11532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 138897 members 
Entering Unmasked Estep 
Score: -17123254.000000 Penalty: 3913.743652
	Iteration 8F: 3 clusters Score -1.712325e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 144836 members 
Entering Unmasked Estep 
Score: -17131696.000000 Penalty: 3913.743652
	Iteration 9Q: 3 clusters Score -1.71317e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 147884 members 
Entering Unmasked Estep 
Score: -17136022.000000 Penalty: 3913.743652
	Iteration 10Q: 3 clusters Score -1.713602e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 150165 members 
Entering Unmasked Estep 
Score: -17138168.000000 Penalty: 3913.743652
	Iteration 11Q: 3 clusters Score -1.713817e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 152104 members 
Entering Unmasked Estep 
Score: -17139204.000000 Penalty: 3913.743652
	Iteration 12Q: 3 clusters Score -1.71392e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 153839 members 
Entering Unmasked Estep 
Score: -17139928.000000 Penalty: 3913.743652
	Iteration 13Q: 3 clusters Score -1.713993e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 155431 members 
Entering Unmasked Estep 
Score: -17140388.000000 Penalty: 3913.743652
	Iteration 14Q: 3 clusters Score -1.714039e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 156915 members 
Entering Unmasked Estep 
Score: -17140500.000000 Penalty: 3913.743652
	Iteration 15Q: 3 clusters Score -1.71405e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 158242 members 
Entering Unmasked Estep 
Score: -17140366.000000 Penalty: 3913.743652
	Iteration 16Q: 3 clusters Score -1.714037e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 159486 members 
Entering Unmasked Estep 
Score: -17140214.000000 Penalty: 3913.743652
	Iteration 17Q: 3 clusters Score -1.714021e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 160659 members 
Entering Unmasked Estep 
Score: -17140120.000000 Penalty: 3913.743652
	Iteration 18Q: 3 clusters Score -1.714012e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 161754 members 
Entering Unmasked Estep 
Score: -17139940.000000 Penalty: 3913.743652
	Iteration 19Q: 3 clusters Score -1.713994e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 162814 members 
Entering Unmasked Estep 
Score: -17139750.000000 Penalty: 3913.743652
	Iteration 20F: 3 clusters Score -1.713975e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 163821 members 
Entering Unmasked Estep 
Score: -17139544.000000 Penalty: 3913.743652
	Iteration 21Q: 3 clusters Score -1.713954e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 164707 members 
Entering Unmasked Estep 
Score: -17139324.000000 Penalty: 3913.743652
	Iteration 22Q: 3 clusters Score -1.713932e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 165516 members 
Entering Unmasked Estep 
Score: -17139164.000000 Penalty: 3913.743652
	Iteration 23Q: 3 clusters Score -1.713916e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 166210 members 
Entering Unmasked Estep 
Score: -17139012.000000 Penalty: 3913.743652
	Iteration 24Q: 3 clusters Score -1.713901e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 166815 members 
Entering Unmasked Estep 
Score: -17138770.000000 Penalty: 3913.743652
	Iteration 25Q: 3 clusters Score -1.713877e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 167309 members 
Entering Unmasked Estep 
Score: -17138600.000000 Penalty: 3913.743652
	Iteration 26Q: 3 clusters Score -1.71386e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 167706 members 
Entering Unmasked Estep 
Score: -17138468.000000 Penalty: 3913.743652
	Iteration 27Q: 3 clusters Score -1.713847e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 168033 members 
Entering Unmasked Estep 
Score: -17138316.000000 Penalty: 3913.743652
	Iteration 28Q: 3 clusters Score -1.713832e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 168284 members 
Entering Unmasked Estep 
Score: -17138168.000000 Penalty: 3913.743652
	Iteration 29Q: 3 clusters Score -1.713817e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 168466 members 
Entering Unmasked Estep 
Score: -17138096.000000 Penalty: 3913.743652
	Iteration 30Q: 3 clusters Score -1.71381e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 168609 members 
Entering Unmasked Estep 
Score: -17138012.000000 Penalty: 3913.743652
	Iteration 31Q: 3 clusters Score -1.713801e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 168722 members 
Entering Unmasked Estep 
Score: -17137972.000000 Penalty: 3913.743652
	Iteration 32Q: 3 clusters Score -1.713797e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 168812 members 
Entering Unmasked Estep 
Score: -17137904.000000 Penalty: 3913.743652
	Iteration 33Q: 3 clusters Score -1.71379e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 168882 members 
Entering Unmasked Estep 
Score: -17137850.000000 Penalty: 3913.743652
	Iteration 34Q: 3 clusters Score -1.713785e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 168932 members 
Entering Unmasked Estep 
Score: -17137820.000000 Penalty: 3913.743652
	Iteration 35Q: 3 clusters Score -1.713782e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 168975 members 
Entering Unmasked Estep 
Score: -17137792.000000 Penalty: 3913.743652
	Iteration 36Q: 3 clusters Score -1.713779e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 169012 members 
Entering Unmasked Estep 
Score: -17137776.000000 Penalty: 3913.743652
	Iteration 37Q: 3 clusters Score -1.713778e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 169043 members 
Entering Unmasked Estep 
Score: -17137790.000000 Penalty: 3913.743652
	Iteration 38Q: 3 clusters Score -1.713779e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 169069 members 
Entering Unmasked Estep 
Score: -17137768.000000 Penalty: 3913.743652
	Iteration 39Q: 3 clusters Score -1.713777e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 169095 members 
Entering Unmasked Estep 
Score: -17137758.000000 Penalty: 3913.743652
	Iteration 40F: 3 clusters Score -1.713776e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 169110 members 
Entering Unmasked Estep 
Score: -17137770.000000 Penalty: 3913.743652
	Iteration 41Q: 3 clusters Score -1.713777e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 169125 members 
Entering Unmasked Estep 
Score: -17137764.000000 Penalty: 3913.743652
	Iteration 42Q: 3 clusters Score -1.713776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 169140 members 
Entering Unmasked Estep 
Score: -17137772.000000 Penalty: 3913.743652
	Iteration 43Q: 3 clusters Score -1.713777e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 169154 members 
Entering Unmasked Estep 
Score: -17137750.000000 Penalty: 3913.743652
	Iteration 44Q: 3 clusters Score -1.713775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 169167 members 
Entering Unmasked Estep 
Score: -17137736.000000 Penalty: 3913.743652
	Iteration 45Q: 3 clusters Score -1.713774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 169180 members 
Entering Unmasked Estep 
Score: -17137732.000000 Penalty: 3913.743652
	Iteration 46Q: 3 clusters Score -1.713773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 169187 members 
Entering Unmasked Estep 
Score: -17137728.000000 Penalty: 3913.743652
	Iteration 47Q: 3 clusters Score -1.713773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 169191 members 
Entering Unmasked Estep 
Score: -17137726.000000 Penalty: 3913.743652
	Iteration 48Q: 3 clusters Score -1.713773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 169192 members 
Entering Unmasked Estep 
Score: -17137732.000000 Penalty: 3913.743652
	Iteration 49Q: 3 clusters Score -1.713773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 169191 members 
Entering Unmasked Estep 
Score: -17137736.000000 Penalty: 3913.743652
	Iteration 50Q: 3 clusters Score -1.713774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 169190 members 
Entering Unmasked Estep 
Score: -17137734.000000 Penalty: 3913.743652
	Iteration 51Q: 3 clusters Score -1.713773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 169190 members 
Entering Unmasked Estep 
Score: -17137734.000000 Penalty: 3913.743652
	Iteration 52F: 3 clusters Score -1.713773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (209431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209431 members 
Entering Unmasked Estep 
Score: -21379814.000000 Penalty: 1990.974365
	Iteration 0F: 2 clusters Score -2.137981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104851 members 
Mstep: Class 2 contains 104580 members 
Entering Unmasked Estep 
Score: -21266672.000000 Penalty: 3981.948730
	Iteration 0F: 3 clusters Score -2.126667e+07 nChanged 101696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108429 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
Score: -21327382.000000 Penalty: 3981.948730
	Iteration 1F: 3 clusters Score -2.132738e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111158 members 
Mstep: Class 2 contains 98273 members 
Entering Unmasked Estep 
Score: -21329958.000000 Penalty: 3981.948730
	Iteration 2Q: 3 clusters Score -2.132996e+07 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115541 members 
Mstep: Class 2 contains 93890 members 
Entering Unmasked Estep 
Score: -21334508.000000 Penalty: 3981.948730
	Iteration 3Q: 3 clusters Score -2.133451e+07 nChanged 13120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121677 members 
Mstep: Class 2 contains 87754 members 
Entering Unmasked Estep 
Score: -21342608.000000 Penalty: 3981.948730
	Iteration 4F: 3 clusters Score -2.134261e+07 nChanged 15905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128320 members 
Mstep: Class 2 contains 81111 members 
Entering Unmasked Estep 
Score: -21354956.000000 Penalty: 3981.948730
	Iteration 5F: 3 clusters Score -2.135496e+07 nChanged 16196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132992 members 
Mstep: Class 2 contains 76439 members 
Entering Unmasked Estep 
Score: -21368024.000000 Penalty: 3981.948730
	Iteration 6F: 3 clusters Score -2.136802e+07 nChanged 13393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134383 members 
Mstep: Class 2 contains 75048 members 
Entering Unmasked Estep 
Score: -21375184.000000 Penalty: 3981.948730
	Iteration 7F: 3 clusters Score -2.137518e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134438 members 
Mstep: Class 2 contains 74993 members 
Entering Unmasked Estep 
Score: -21377162.000000 Penalty: 3981.948730
	Iteration 8Q: 3 clusters Score -2.137716e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134087 members 
Mstep: Class 2 contains 75344 members 
Entering Unmasked Estep 
Score: -21377748.000000 Penalty: 3981.948730
	Iteration 9Q: 3 clusters Score -2.137775e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133656 members 
Mstep: Class 2 contains 75775 members 
Entering Unmasked Estep 
Score: -21377808.000000 Penalty: 3981.948730
	Iteration 10Q: 3 clusters Score -2.137781e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133130 members 
Mstep: Class 2 contains 76301 members 
Entering Unmasked Estep 
Score: -21377916.000000 Penalty: 3981.948730
	Iteration 11Q: 3 clusters Score -2.137792e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132509 members 
Mstep: Class 2 contains 76922 members 
Entering Unmasked Estep 
Score: -21377962.000000 Penalty: 3981.948730
	Iteration 12Q: 3 clusters Score -2.137796e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131832 members 
Mstep: Class 2 contains 77599 members 
Entering Unmasked Estep 
Score: -21377888.000000 Penalty: 3981.948730
	Iteration 13Q: 3 clusters Score -2.137789e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131161 members 
Mstep: Class 2 contains 78270 members 
Entering Unmasked Estep 
Score: -21377858.000000 Penalty: 3981.948730
	Iteration 14Q: 3 clusters Score -2.137786e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130439 members 
Mstep: Class 2 contains 78992 members 
Entering Unmasked Estep 
Score: -21377974.000000 Penalty: 3981.948730
	Iteration 15Q: 3 clusters Score -2.137797e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129732 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
Score: -21377744.000000 Penalty: 3981.948730
	Iteration 16Q: 3 clusters Score -2.137774e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129059 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -21377766.000000 Penalty: 3981.948730
	Iteration 17Q: 3 clusters Score -2.137777e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128353 members 
Mstep: Class 2 contains 81078 members 
Entering Unmasked Estep 
Score: -21377784.000000 Penalty: 3981.948730
	Iteration 18Q: 3 clusters Score -2.137778e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127678 members 
Mstep: Class 2 contains 81753 members 
Entering Unmasked Estep 
Score: -21377814.000000 Penalty: 3981.948730
	Iteration 19Q: 3 clusters Score -2.137781e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126984 members 
Mstep: Class 2 contains 82447 members 
Entering Unmasked Estep 
Score: -21377754.000000 Penalty: 3981.948730
	Iteration 20F: 3 clusters Score -2.137775e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126349 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -21377688.000000 Penalty: 3981.948730
	Iteration 21Q: 3 clusters Score -2.137769e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125664 members 
Mstep: Class 2 contains 83767 members 
Entering Unmasked Estep 
Score: -21377652.000000 Penalty: 3981.948730
	Iteration 22Q: 3 clusters Score -2.137765e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125050 members 
Mstep: Class 2 contains 84381 members 
Entering Unmasked Estep 
Score: -21377654.000000 Penalty: 3981.948730
	Iteration 23Q: 3 clusters Score -2.137765e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124480 members 
Mstep: Class 2 contains 84951 members 
Entering Unmasked Estep 
Score: -21377588.000000 Penalty: 3981.948730
	Iteration 24Q: 3 clusters Score -2.137759e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123908 members 
Mstep: Class 2 contains 85523 members 
Entering Unmasked Estep 
Score: -21377596.000000 Penalty: 3981.948730
	Iteration 25Q: 3 clusters Score -2.13776e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123352 members 
Mstep: Class 2 contains 86079 members 
Entering Unmasked Estep 
Score: -21377586.000000 Penalty: 3981.948730
	Iteration 26Q: 3 clusters Score -2.137759e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122778 members 
Mstep: Class 2 contains 86653 members 
Entering Unmasked Estep 
Score: -21377464.000000 Penalty: 3981.948730
	Iteration 27Q: 3 clusters Score -2.137746e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122246 members 
Mstep: Class 2 contains 87185 members 
Entering Unmasked Estep 
Score: -21377468.000000 Penalty: 3981.948730
	Iteration 28Q: 3 clusters Score -2.137747e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121757 members 
Mstep: Class 2 contains 87674 members 
Entering Unmasked Estep 
Score: -21377502.000000 Penalty: 3981.948730
	Iteration 29Q: 3 clusters Score -2.13775e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121332 members 
Mstep: Class 2 contains 88099 members 
Entering Unmasked Estep 
Score: -21377492.000000 Penalty: 3981.948730
	Iteration 30Q: 3 clusters Score -2.137749e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120904 members 
Mstep: Class 2 contains 88527 members 
Entering Unmasked Estep 
Score: -21377412.000000 Penalty: 3981.948730
	Iteration 31Q: 3 clusters Score -2.137741e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120448 members 
Mstep: Class 2 contains 88983 members 
Entering Unmasked Estep 
Score: -21377362.000000 Penalty: 3981.948730
	Iteration 32Q: 3 clusters Score -2.137736e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120037 members 
Mstep: Class 2 contains 89394 members 
Entering Unmasked Estep 
Score: -21377300.000000 Penalty: 3981.948730
	Iteration 33Q: 3 clusters Score -2.13773e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119644 members 
Mstep: Class 2 contains 89787 members 
Entering Unmasked Estep 
Score: -21377332.000000 Penalty: 3981.948730
	Iteration 34Q: 3 clusters Score -2.137733e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119229 members 
Mstep: Class 2 contains 90202 members 
Entering Unmasked Estep 
Score: -21377340.000000 Penalty: 3981.948730
	Iteration 35Q: 3 clusters Score -2.137734e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118800 members 
Mstep: Class 2 contains 90631 members 
Entering Unmasked Estep 
Score: -21377408.000000 Penalty: 3981.948730
	Iteration 36Q: 3 clusters Score -2.137741e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118381 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -21377438.000000 Penalty: 3981.948730
	Iteration 37Q: 3 clusters Score -2.137744e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117940 members 
Mstep: Class 2 contains 91491 members 
Entering Unmasked Estep 
Score: -21377452.000000 Penalty: 3981.948730
	Iteration 38Q: 3 clusters Score -2.137745e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117459 members 
Mstep: Class 2 contains 91972 members 
Entering Unmasked Estep 
Score: -21377488.000000 Penalty: 3981.948730
	Iteration 39Q: 3 clusters Score -2.137749e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117000 members 
Mstep: Class 2 contains 92431 members 
Entering Unmasked Estep 
Score: -21377488.000000 Penalty: 3981.948730
	Iteration 40F: 3 clusters Score -2.137749e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116508 members 
Mstep: Class 2 contains 92923 members 
Entering Unmasked Estep 
Score: -21377532.000000 Penalty: 3981.948730
	Iteration 41Q: 3 clusters Score -2.137753e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116025 members 
Mstep: Class 2 contains 93406 members 
Entering Unmasked Estep 
Score: -21377632.000000 Penalty: 3981.948730
	Iteration 42Q: 3 clusters Score -2.137763e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115545 members 
Mstep: Class 2 contains 93886 members 
Entering Unmasked Estep 
Score: -21377682.000000 Penalty: 3981.948730
	Iteration 43Q: 3 clusters Score -2.137768e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115101 members 
Mstep: Class 2 contains 94330 members 
Entering Unmasked Estep 
Score: -21377794.000000 Penalty: 3981.948730
	Iteration 44Q: 3 clusters Score -2.137779e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114583 members 
Mstep: Class 2 contains 94848 members 
Entering Unmasked Estep 
Score: -21377868.000000 Penalty: 3981.948730
	Iteration 45Q: 3 clusters Score -2.137787e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114057 members 
Mstep: Class 2 contains 95374 members 
Entering Unmasked Estep 
Score: -21377950.000000 Penalty: 3981.948730
	Iteration 46Q: 3 clusters Score -2.137795e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113558 members 
Mstep: Class 2 contains 95873 members 
Entering Unmasked Estep 
Score: -21378104.000000 Penalty: 3981.948730
	Iteration 47Q: 3 clusters Score -2.13781e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113042 members 
Mstep: Class 2 contains 96389 members 
Entering Unmasked Estep 
Score: -21378066.000000 Penalty: 3981.948730
	Iteration 48Q: 3 clusters Score -2.137807e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112473 members 
Mstep: Class 2 contains 96958 members 
Entering Unmasked Estep 
Score: -21378152.000000 Penalty: 3981.948730
	Iteration 49Q: 3 clusters Score -2.137815e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111917 members 
Mstep: Class 2 contains 97514 members 
Entering Unmasked Estep 
Score: -21378224.000000 Penalty: 3981.948730
	Iteration 50Q: 3 clusters Score -2.137822e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111329 members 
Mstep: Class 2 contains 98102 members 
Entering Unmasked Estep 
Score: -21378274.000000 Penalty: 3981.948730
	Iteration 51Q: 3 clusters Score -2.137827e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110670 members 
Mstep: Class 2 contains 98761 members 
Entering Unmasked Estep 
Score: -21378312.000000 Penalty: 3981.948730
	Iteration 52Q: 3 clusters Score -2.137831e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109970 members 
Mstep: Class 2 contains 99461 members 
Entering Unmasked Estep 
Score: -21378408.000000 Penalty: 3981.948730
	Iteration 53Q: 3 clusters Score -2.137841e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109260 members 
Mstep: Class 2 contains 100171 members 
Entering Unmasked Estep 
Score: -21378492.000000 Penalty: 3981.948730
	Iteration 54Q: 3 clusters Score -2.137849e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108519 members 
Mstep: Class 2 contains 100912 members 
Entering Unmasked Estep 
Score: -21378544.000000 Penalty: 3981.948730
	Iteration 55Q: 3 clusters Score -2.137854e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107719 members 
Mstep: Class 2 contains 101712 members 
Entering Unmasked Estep 
Score: -21378668.000000 Penalty: 3981.948730
	Iteration 56Q: 3 clusters Score -2.137867e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106898 members 
Mstep: Class 2 contains 102533 members 
Entering Unmasked Estep 
Score: -21378754.000000 Penalty: 3981.948730
	Iteration 57Q: 3 clusters Score -2.137875e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105964 members 
Mstep: Class 2 contains 103467 members 
Entering Unmasked Estep 
Score: -21378916.000000 Penalty: 3981.948730
	Iteration 58Q: 3 clusters Score -2.137892e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104933 members 
Mstep: Class 2 contains 104498 members 
Entering Unmasked Estep 
Score: -21379084.000000 Penalty: 3981.948730
	Iteration 59Q: 3 clusters Score -2.137908e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103797 members 
Mstep: Class 2 contains 105634 members 
Entering Unmasked Estep 
Score: -21379380.000000 Penalty: 3981.948730
	Iteration 60F: 3 clusters Score -2.137938e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102594 members 
Mstep: Class 2 contains 106837 members 
Entering Unmasked Estep 
Score: -21379624.000000 Penalty: 3981.948730
	Iteration 61Q: 3 clusters Score -2.137962e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101315 members 
Mstep: Class 2 contains 108116 members 
Entering Unmasked Estep 
Score: -21379914.000000 Penalty: 3981.948730
	Iteration 62Q: 3 clusters Score -2.137991e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99851 members 
Mstep: Class 2 contains 109580 members 
Entering Unmasked Estep 
Score: -21380174.000000 Penalty: 3981.948730
	Iteration 63Q: 3 clusters Score -2.138017e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98257 members 
Mstep: Class 2 contains 111174 members 
Entering Unmasked Estep 
Score: -21380490.000000 Penalty: 3981.948730
	Iteration 64Q: 3 clusters Score -2.138049e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96556 members 
Mstep: Class 2 contains 112875 members 
Entering Unmasked Estep 
Score: -21380788.000000 Penalty: 3981.948730
	Iteration 65Q: 3 clusters Score -2.138079e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94669 members 
Mstep: Class 2 contains 114762 members 
Entering Unmasked Estep 
Score: -21381170.000000 Penalty: 3981.948730
	Iteration 66Q: 3 clusters Score -2.138117e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92612 members 
Mstep: Class 2 contains 116819 members 
Entering Unmasked Estep 
Score: -21381718.000000 Penalty: 3981.948730
	Iteration 67Q: 3 clusters Score -2.138172e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90428 members 
Mstep: Class 2 contains 119003 members 
Entering Unmasked Estep 
Score: -21382250.000000 Penalty: 3981.948730
	Iteration 68Q: 3 clusters Score -2.138225e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88094 members 
Mstep: Class 2 contains 121337 members 
Entering Unmasked Estep 
Score: -21382814.000000 Penalty: 3981.948730
	Iteration 69Q: 3 clusters Score -2.138281e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85686 members 
Mstep: Class 2 contains 123745 members 
Entering Unmasked Estep 
Score: -21383510.000000 Penalty: 3981.948730
	Iteration 70Q: 3 clusters Score -2.138351e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 126329 members 
Entering Unmasked Estep 
Score: -21384438.000000 Penalty: 3981.948730
	Iteration 71Q: 3 clusters Score -2.138444e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80309 members 
Mstep: Class 2 contains 129122 members 
Entering Unmasked Estep 
Score: -21385356.000000 Penalty: 3981.948730
	Iteration 72Q: 3 clusters Score -2.138536e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77480 members 
Mstep: Class 2 contains 131951 members 
Entering Unmasked Estep 
Score: -21386200.000000 Penalty: 3981.948730
	Iteration 73Q: 3 clusters Score -2.13862e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74661 members 
Mstep: Class 2 contains 134770 members 
Entering Unmasked Estep 
Score: -21387324.000000 Penalty: 3981.948730
	Iteration 74Q: 3 clusters Score -2.138732e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71884 members 
Mstep: Class 2 contains 137547 members 
Entering Unmasked Estep 
Score: -21388358.000000 Penalty: 3981.948730
	Iteration 75Q: 3 clusters Score -2.138836e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69284 members 
Mstep: Class 2 contains 140147 members 
Entering Unmasked Estep 
Score: -21389220.000000 Penalty: 3981.948730
	Iteration 76Q: 3 clusters Score -2.138922e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66719 members 
Mstep: Class 2 contains 142712 members 
Entering Unmasked Estep 
Score: -21389852.000000 Penalty: 3981.948730
	Iteration 77Q: 3 clusters Score -2.138985e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64568 members 
Mstep: Class 2 contains 144863 members 
Entering Unmasked Estep 
Score: -21390472.000000 Penalty: 3981.948730
	Iteration 78Q: 3 clusters Score -2.139047e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62482 members 
Mstep: Class 2 contains 146949 members 
Entering Unmasked Estep 
Score: -21391004.000000 Penalty: 3981.948730
	Iteration 79Q: 3 clusters Score -2.1391e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60290 members 
Mstep: Class 2 contains 149141 members 
Entering Unmasked Estep 
Score: -21391524.000000 Penalty: 3981.948730
	Iteration 80F: 3 clusters Score -2.139152e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58035 members 
Mstep: Class 2 contains 151396 members 
Entering Unmasked Estep 
Score: -21391538.000000 Penalty: 3981.948730
	Iteration 81Q: 3 clusters Score -2.139154e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 153696 members 
Entering Unmasked Estep 
Score: -21391826.000000 Penalty: 3981.948730
	Iteration 82Q: 3 clusters Score -2.139183e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 156070 members 
Entering Unmasked Estep 
Score: -21391944.000000 Penalty: 3981.948730
	Iteration 83Q: 3 clusters Score -2.139194e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 158545 members 
Entering Unmasked Estep 
Score: -21391964.000000 Penalty: 3981.948730
	Iteration 84Q: 3 clusters Score -2.139196e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 161122 members 
Entering Unmasked Estep 
Score: -21391922.000000 Penalty: 3981.948730
	Iteration 85Q: 3 clusters Score -2.139192e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 163653 members 
Entering Unmasked Estep 
Score: -21391806.000000 Penalty: 3981.948730
	Iteration 86Q: 3 clusters Score -2.139181e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 166276 members 
Entering Unmasked Estep 
Score: -21391618.000000 Penalty: 3981.948730
	Iteration 87Q: 3 clusters Score -2.139162e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 168789 members 
Entering Unmasked Estep 
Score: -21391134.000000 Penalty: 3981.948730
	Iteration 88Q: 3 clusters Score -2.139113e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 171166 members 
Entering Unmasked Estep 
Score: -21390538.000000 Penalty: 3981.948730
	Iteration 89Q: 3 clusters Score -2.139054e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 173454 members 
Entering Unmasked Estep 
Score: -21389950.000000 Penalty: 3981.948730
	Iteration 90Q: 3 clusters Score -2.138995e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 175621 members 
Entering Unmasked Estep 
Score: -21389390.000000 Penalty: 3981.948730
	Iteration 91Q: 3 clusters Score -2.138939e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 177700 members 
Entering Unmasked Estep 
Score: -21388740.000000 Penalty: 3981.948730
	Iteration 92Q: 3 clusters Score -2.138874e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 179659 members 
Entering Unmasked Estep 
Score: -21388132.000000 Penalty: 3981.948730
	Iteration 93Q: 3 clusters Score -2.138813e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 181546 members 
Entering Unmasked Estep 
Score: -21387436.000000 Penalty: 3981.948730
	Iteration 94Q: 3 clusters Score -2.138744e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 183306 members 
Entering Unmasked Estep 
Score: -21386886.000000 Penalty: 3981.948730
	Iteration 95Q: 3 clusters Score -2.138689e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 184905 members 
Entering Unmasked Estep 
Score: -21386340.000000 Penalty: 3981.948730
	Iteration 96Q: 3 clusters Score -2.138634e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 186435 members 
Entering Unmasked Estep 
Score: -21385750.000000 Penalty: 3981.948730
	Iteration 97Q: 3 clusters Score -2.138575e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 187868 members 
Entering Unmasked Estep 
Score: -21385388.000000 Penalty: 3981.948730
	Iteration 98Q: 3 clusters Score -2.138539e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 189234 members 
Entering Unmasked Estep 
Score: -21384922.000000 Penalty: 3981.948730
	Iteration 99Q: 3 clusters Score -2.138492e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 190446 members 
Entering Unmasked Estep 
Score: -21384628.000000 Penalty: 3981.948730
	Iteration 100F: 3 clusters Score -2.138463e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 191656 members 
Entering Unmasked Estep 
Score: -21384262.000000 Penalty: 3981.948730
	Iteration 101Q: 3 clusters Score -2.138426e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 192794 members 
Entering Unmasked Estep 
Score: -21383902.000000 Penalty: 3981.948730
	Iteration 102Q: 3 clusters Score -2.13839e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 193855 members 
Entering Unmasked Estep 
Score: -21383356.000000 Penalty: 3981.948730
	Iteration 103Q: 3 clusters Score -2.138336e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 194803 members 
Entering Unmasked Estep 
Score: -21383064.000000 Penalty: 3981.948730
	Iteration 104Q: 3 clusters Score -2.138306e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 195703 members 
Entering Unmasked Estep 
Score: -21382752.000000 Penalty: 3981.948730
	Iteration 105Q: 3 clusters Score -2.138275e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 196528 members 
Entering Unmasked Estep 
Score: -21382478.000000 Penalty: 3981.948730
	Iteration 106Q: 3 clusters Score -2.138248e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 197275 members 
Entering Unmasked Estep 
Score: -21382346.000000 Penalty: 3981.948730
	Iteration 107Q: 3 clusters Score -2.138235e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 197978 members 
Entering Unmasked Estep 
Score: -21382142.000000 Penalty: 3981.948730
	Iteration 108Q: 3 clusters Score -2.138214e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 198665 members 
Entering Unmasked Estep 
Score: -21382090.000000 Penalty: 3981.948730
	Iteration 109Q: 3 clusters Score -2.138209e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 199287 members 
Entering Unmasked Estep 
Score: -21381930.000000 Penalty: 3981.948730
	Iteration 110Q: 3 clusters Score -2.138193e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 199845 members 
Entering Unmasked Estep 
Score: -21381744.000000 Penalty: 3981.948730
	Iteration 111Q: 3 clusters Score -2.138174e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 200402 members 
Entering Unmasked Estep 
Score: -21381536.000000 Penalty: 3981.948730
	Iteration 112Q: 3 clusters Score -2.138154e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 200938 members 
Entering Unmasked Estep 
Score: -21381414.000000 Penalty: 3981.948730
	Iteration 113Q: 3 clusters Score -2.138141e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 201437 members 
Entering Unmasked Estep 
Score: -21381316.000000 Penalty: 3981.948730
	Iteration 114Q: 3 clusters Score -2.138132e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 201912 members 
Entering Unmasked Estep 
Score: -21381122.000000 Penalty: 3981.948730
	Iteration 115Q: 3 clusters Score -2.138112e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 202365 members 
Entering Unmasked Estep 
Score: -21380992.000000 Penalty: 3981.948730
	Iteration 116Q: 3 clusters Score -2.138099e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 202766 members 
Entering Unmasked Estep 
Score: -21380928.000000 Penalty: 3981.948730
	Iteration 117Q: 3 clusters Score -2.138093e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 203126 members 
Entering Unmasked Estep 
Score: -21380792.000000 Penalty: 3981.948730
	Iteration 118Q: 3 clusters Score -2.138079e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 203448 members 
Entering Unmasked Estep 
Score: -21380690.000000 Penalty: 3981.948730
	Iteration 119Q: 3 clusters Score -2.138069e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 203749 members 
Entering Unmasked Estep 
Score: -21380630.000000 Penalty: 3981.948730
	Iteration 120F: 3 clusters Score -2.138063e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 204022 members 
Entering Unmasked Estep 
Score: -21380534.000000 Penalty: 3981.948730
	Iteration 121Q: 3 clusters Score -2.138053e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 204255 members 
Entering Unmasked Estep 
Score: -21380520.000000 Penalty: 3981.948730
	Iteration 122Q: 3 clusters Score -2.138052e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 204474 members 
Entering Unmasked Estep 
Score: -21380476.000000 Penalty: 3981.948730
	Iteration 123Q: 3 clusters Score -2.138048e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 204694 members 
Entering Unmasked Estep 
Score: -21380430.000000 Penalty: 3981.948730
	Iteration 124Q: 3 clusters Score -2.138043e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 204883 members 
Entering Unmasked Estep 
Score: -21380360.000000 Penalty: 3981.948730
	Iteration 125Q: 3 clusters Score -2.138036e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 205042 members 
Entering Unmasked Estep 
Score: -21380284.000000 Penalty: 3981.948730
	Iteration 126Q: 3 clusters Score -2.138028e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 205211 members 
Entering Unmasked Estep 
Score: -21380276.000000 Penalty: 3981.948730
	Iteration 127Q: 3 clusters Score -2.138028e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 205372 members 
Entering Unmasked Estep 
Score: -21380220.000000 Penalty: 3981.948730
	Iteration 128Q: 3 clusters Score -2.138022e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 205521 members 
Entering Unmasked Estep 
Score: -21380186.000000 Penalty: 3981.948730
	Iteration 129Q: 3 clusters Score -2.138019e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 205653 members 
Entering Unmasked Estep 
Score: -21380132.000000 Penalty: 3981.948730
	Iteration 130Q: 3 clusters Score -2.138013e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 205780 members 
Entering Unmasked Estep 
Score: -21380050.000000 Penalty: 3981.948730
	Iteration 131Q: 3 clusters Score -2.138005e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 205901 members 
Entering Unmasked Estep 
Score: -21379996.000000 Penalty: 3981.948730
	Iteration 132Q: 3 clusters Score -2.138e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 206000 members 
Entering Unmasked Estep 
Score: -21379966.000000 Penalty: 3981.948730
	Iteration 133Q: 3 clusters Score -2.137997e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 206100 members 
Entering Unmasked Estep 
Score: -21379920.000000 Penalty: 3981.948730
	Iteration 134Q: 3 clusters Score -2.137992e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 206210 members 
Entering Unmasked Estep 
Score: -21379906.000000 Penalty: 3981.948730
	Iteration 135Q: 3 clusters Score -2.137991e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 206322 members 
Entering Unmasked Estep 
Score: -21379864.000000 Penalty: 3981.948730
	Iteration 136Q: 3 clusters Score -2.137986e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 206430 members 
Entering Unmasked Estep 
Score: -21379840.000000 Penalty: 3981.948730
	Iteration 137Q: 3 clusters Score -2.137984e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 206515 members 
Entering Unmasked Estep 
Score: -21379814.000000 Penalty: 3981.948730
	Iteration 138Q: 3 clusters Score -2.137981e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 206582 members 
Entering Unmasked Estep 
Score: -21379818.000000 Penalty: 3981.948730
	Iteration 139Q: 3 clusters Score -2.137982e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 206648 members 
Entering Unmasked Estep 
Score: -21379768.000000 Penalty: 3981.948730
	Iteration 140F: 3 clusters Score -2.137977e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 206715 members 
Entering Unmasked Estep 
Score: -21379744.000000 Penalty: 3981.948730
	Iteration 141Q: 3 clusters Score -2.137974e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 206782 members 
Entering Unmasked Estep 
Score: -21379706.000000 Penalty: 3981.948730
	Iteration 142Q: 3 clusters Score -2.137971e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 206837 members 
Entering Unmasked Estep 
Score: -21379710.000000 Penalty: 3981.948730
	Iteration 143Q: 3 clusters Score -2.137971e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 206892 members 
Entering Unmasked Estep 
Score: -21379694.000000 Penalty: 3981.948730
	Iteration 144Q: 3 clusters Score -2.137969e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 206933 members 
Entering Unmasked Estep 
Score: -21379686.000000 Penalty: 3981.948730
	Iteration 145Q: 3 clusters Score -2.137969e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 206972 members 
Entering Unmasked Estep 
Score: -21379648.000000 Penalty: 3981.948730
	Iteration 146Q: 3 clusters Score -2.137965e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 207008 members 
Entering Unmasked Estep 
Score: -21379636.000000 Penalty: 3981.948730
	Iteration 147Q: 3 clusters Score -2.137964e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 207036 members 
Entering Unmasked Estep 
Score: -21379640.000000 Penalty: 3981.948730
	Iteration 148Q: 3 clusters Score -2.137964e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 207061 members 
Entering Unmasked Estep 
Score: -21379628.000000 Penalty: 3981.948730
	Iteration 149Q: 3 clusters Score -2.137963e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 207086 members 
Entering Unmasked Estep 
Score: -21379618.000000 Penalty: 3981.948730
	Iteration 150Q: 3 clusters Score -2.137962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 207099 members 
Entering Unmasked Estep 
Score: -21379616.000000 Penalty: 3981.948730
	Iteration 151Q: 3 clusters Score -2.137962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 207111 members 
Entering Unmasked Estep 
Score: -21379600.000000 Penalty: 3981.948730
	Iteration 152Q: 3 clusters Score -2.13796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 207117 members 
Entering Unmasked Estep 
Score: -21379608.000000 Penalty: 3981.948730
	Iteration 153Q: 3 clusters Score -2.137961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 207123 members 
Entering Unmasked Estep 
Score: -21379608.000000 Penalty: 3981.948730
	Iteration 154Q: 3 clusters Score -2.137961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 207130 members 
Entering Unmasked Estep 
Score: -21379598.000000 Penalty: 3981.948730
	Iteration 155Q: 3 clusters Score -2.13796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 207134 members 
Entering Unmasked Estep 
Score: -21379580.000000 Penalty: 3981.948730
	Iteration 156Q: 3 clusters Score -2.137958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 207138 members 
Entering Unmasked Estep 
Score: -21379576.000000 Penalty: 3981.948730
	Iteration 157Q: 3 clusters Score -2.137958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 207140 members 
Entering Unmasked Estep 
Score: -21379578.000000 Penalty: 3981.948730
	Iteration 158Q: 3 clusters Score -2.137958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 207143 members 
Entering Unmasked Estep 
Score: -21379570.000000 Penalty: 3981.948730
	Iteration 159Q: 3 clusters Score -2.137957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 207144 members 
Entering Unmasked Estep 
Score: -21379568.000000 Penalty: 3981.948730
	Iteration 160F: 3 clusters Score -2.137957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (64718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Entering Unmasked Estep 
Score: -6566414.000000 Penalty: 1800.141724
	Iteration 0F: 2 clusters Score -6566414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -6523333.000000 Penalty: 3600.283447
	Iteration 0F: 3 clusters Score -6523333 nChanged 30711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -6540612.000000 Penalty: 3600.283447
	Iteration 1F: 3 clusters Score -6540612 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -6541116.500000 Penalty: 3600.283447
	Iteration 2Q: 3 clusters Score -6541116 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -6541759.500000 Penalty: 3600.283447
	Iteration 3Q: 3 clusters Score -6541760 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -6542676.000000 Penalty: 3600.283447
	Iteration 4Q: 3 clusters Score -6542676 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -6544192.000000 Penalty: 3600.283447
	Iteration 5Q: 3 clusters Score -6544192 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -6546710.000000 Penalty: 3600.283447
	Iteration 6F: 3 clusters Score -6546710 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -6550738.500000 Penalty: 3600.283447
	Iteration 7F: 3 clusters Score -6550738 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -6556006.000000 Penalty: 3600.283447
	Iteration 8F: 3 clusters Score -6556006 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
Score: -6560625.500000 Penalty: 3600.283447
	Iteration 9F: 3 clusters Score -6560626 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 62678 members 
Entering Unmasked Estep 
Score: -6563240.500000 Penalty: 3600.283447
	Iteration 10Q: 3 clusters Score -6563240 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -6564314.500000 Penalty: 3600.283447
	Iteration 11Q: 3 clusters Score -6564314 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -6564680.000000 Penalty: 3600.283447
	Iteration 12Q: 3 clusters Score -6564680 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -6564827.000000 Penalty: 3600.283447
	Iteration 13Q: 3 clusters Score -6564827 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 64300 members 
Entering Unmasked Estep 
Score: -6564908.000000 Penalty: 3600.283447
	Iteration 14Q: 3 clusters Score -6564908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 64325 members 
Entering Unmasked Estep 
Score: -6564943.500000 Penalty: 3600.283447
	Iteration 15Q: 3 clusters Score -6564944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 64344 members 
Entering Unmasked Estep 
Score: -6564980.000000 Penalty: 3600.283447
	Iteration 16Q: 3 clusters Score -6564980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -6564996.500000 Penalty: 3600.283447
	Iteration 17Q: 3 clusters Score -6564996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -6565018.000000 Penalty: 3600.283447
	Iteration 18Q: 3 clusters Score -6565018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 64353 members 
Entering Unmasked Estep 
Score: -6565017.000000 Penalty: 3600.283447
	Iteration 19Q: 3 clusters Score -6565017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 64350 members 
Entering Unmasked Estep 
Score: -6565026.000000 Penalty: 3600.283447
	Iteration 20F: 3 clusters Score -6565026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -6565026.000000 Penalty: 3600.283447
	Iteration 21Q: 3 clusters Score -6565026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 64352 members 
Entering Unmasked Estep 
Score: -6565025.500000 Penalty: 3600.283447
	Iteration 22Q: 3 clusters Score -6565026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -6565030.500000 Penalty: 3600.283447
	Iteration 23Q: 3 clusters Score -6565030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 64356 members 
Entering Unmasked Estep 
Score: -6565035.500000 Penalty: 3600.283447
	Iteration 24Q: 3 clusters Score -6565036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 64356 members 
Entering Unmasked Estep 
Score: -6565038.500000 Penalty: 3600.283447
	Iteration 25Q: 3 clusters Score -6565038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
Score: -6565039.000000 Penalty: 3600.283447
	Iteration 26Q: 3 clusters Score -6565039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 64358 members 
Entering Unmasked Estep 
Score: -6565038.000000 Penalty: 3600.283447
	Iteration 27Q: 3 clusters Score -6565038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
Score: -6565040.000000 Penalty: 3600.283447
	Iteration 28Q: 3 clusters Score -6565040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 64358 members 
Entering Unmasked Estep 
Score: -6565038.000000 Penalty: 3600.283447
	Iteration 29Q: 3 clusters Score -6565038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 64356 members 
Entering Unmasked Estep 
Score: -6565043.500000 Penalty: 3600.283447
	Iteration 30Q: 3 clusters Score -6565044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -6565047.000000 Penalty: 3600.283447
	Iteration 31Q: 3 clusters Score -6565047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -6565046.000000 Penalty: 3600.283447
	Iteration 32Q: 3 clusters Score -6565046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -6565044.500000 Penalty: 3600.283447
	Iteration 33Q: 3 clusters Score -6565044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -6565044.500000 Penalty: 3600.283447
	Iteration 34Q: 3 clusters Score -6565044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -6565048.000000 Penalty: 3600.283447
	Iteration 35Q: 3 clusters Score -6565048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -6565048.000000 Penalty: 3600.283447
	Iteration 36F: 3 clusters Score -6565048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Entering Unmasked Estep 
Score: -679793.687500 Penalty: 1428.542358
	Iteration 0F: 2 clusters Score -679793.7 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 3221 members 
Entering Unmasked Estep 
Score: -674805.187500 Penalty: 2857.084717
	Iteration 0F: 3 clusters Score -674805.2 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -676332.875000 Penalty: 2857.084717
	Iteration 1F: 3 clusters Score -676332.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -676520.625000 Penalty: 2857.084717
	Iteration 2F: 3 clusters Score -676520.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -676640.687500 Penalty: 2857.084717
	Iteration 3Q: 3 clusters Score -676640.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -676722.187500 Penalty: 2857.084717
	Iteration 4Q: 3 clusters Score -676722.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -676786.375000 Penalty: 2857.084717
	Iteration 5Q: 3 clusters Score -676786.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -676847.687500 Penalty: 2857.084717
	Iteration 6Q: 3 clusters Score -676847.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -676916.750000 Penalty: 2857.084717
	Iteration 7Q: 3 clusters Score -676916.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -676993.687500 Penalty: 2857.084717
	Iteration 8Q: 3 clusters Score -676993.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -677085.375000 Penalty: 2857.084717
	Iteration 9Q: 3 clusters Score -677085.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -677198.000000 Penalty: 2857.084717
	Iteration 10Q: 3 clusters Score -677198 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -677326.312500 Penalty: 2857.084717
	Iteration 11Q: 3 clusters Score -677326.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -677451.562500 Penalty: 2857.084717
	Iteration 12Q: 3 clusters Score -677451.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -677591.562500 Penalty: 2857.084717
	Iteration 13Q: 3 clusters Score -677591.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -677753.312500 Penalty: 2857.084717
	Iteration 14Q: 3 clusters Score -677753.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -677925.312500 Penalty: 2857.084717
	Iteration 15Q: 3 clusters Score -677925.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -678070.250000 Penalty: 2857.084717
	Iteration 16Q: 3 clusters Score -678070.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -678187.187500 Penalty: 2857.084717
	Iteration 17Q: 3 clusters Score -678187.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -678278.500000 Penalty: 2857.084717
	Iteration 18Q: 3 clusters Score -678278.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -678341.062500 Penalty: 2857.084717
	Iteration 19Q: 3 clusters Score -678341.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -678390.500000 Penalty: 2857.084717
	Iteration 20F: 3 clusters Score -678390.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -678428.562500 Penalty: 2857.084717
	Iteration 21Q: 3 clusters Score -678428.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -678458.375000 Penalty: 2857.084717
	Iteration 22Q: 3 clusters Score -678458.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -678475.875000 Penalty: 2857.084717
	Iteration 23Q: 3 clusters Score -678475.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -678489.187500 Penalty: 2857.084717
	Iteration 24Q: 3 clusters Score -678489.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -678504.625000 Penalty: 2857.084717
	Iteration 25Q: 3 clusters Score -678504.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -678509.750000 Penalty: 2857.084717
	Iteration 26Q: 3 clusters Score -678509.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -678516.625000 Penalty: 2857.084717
	Iteration 27Q: 3 clusters Score -678516.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -678525.250000 Penalty: 2857.084717
	Iteration 28Q: 3 clusters Score -678525.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -678529.687500 Penalty: 2857.084717
	Iteration 29Q: 3 clusters Score -678529.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -678533.187500 Penalty: 2857.084717
	Iteration 30Q: 3 clusters Score -678533.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -678535.375000 Penalty: 2857.084717
	Iteration 31Q: 3 clusters Score -678535.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -678535.125000 Penalty: 2857.084717
	Iteration 32Q: 3 clusters Score -678535.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -678535.125000 Penalty: 2857.084717
	Iteration 33F: 3 clusters Score -678535.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -232610.812500 Penalty: 1280.138672
	Iteration 0F: 2 clusters Score -232610.8 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 1332 members 
Entering Unmasked Estep 
Score: -230101.171875 Penalty: 2560.277344
	Iteration 0F: 3 clusters Score -230101.2 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -230754.640625 Penalty: 2560.277344
	Iteration 1F: 3 clusters Score -230754.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -230947.890625 Penalty: 2560.277344
	Iteration 2F: 3 clusters Score -230947.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -231086.359375 Penalty: 2560.277344
	Iteration 3F: 3 clusters Score -231086.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -231175.875000 Penalty: 2560.277344
	Iteration 4Q: 3 clusters Score -231175.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -231260.625000 Penalty: 2560.277344
	Iteration 5Q: 3 clusters Score -231260.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -231340.234375 Penalty: 2560.277344
	Iteration 6Q: 3 clusters Score -231340.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -231391.812500 Penalty: 2560.277344
	Iteration 7Q: 3 clusters Score -231391.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -231444.046875 Penalty: 2560.277344
	Iteration 8Q: 3 clusters Score -231444 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -231493.656250 Penalty: 2560.277344
	Iteration 9Q: 3 clusters Score -231493.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -231520.109375 Penalty: 2560.277344
	Iteration 10Q: 3 clusters Score -231520.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -231543.546875 Penalty: 2560.277344
	Iteration 11Q: 3 clusters Score -231543.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -231561.734375 Penalty: 2560.277344
	Iteration 12Q: 3 clusters Score -231561.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -231582.781250 Penalty: 2560.277344
	Iteration 13Q: 3 clusters Score -231582.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -231594.015625 Penalty: 2560.277344
	Iteration 14Q: 3 clusters Score -231594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -231607.281250 Penalty: 2560.277344
	Iteration 15Q: 3 clusters Score -231607.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -231617.703125 Penalty: 2560.277344
	Iteration 16Q: 3 clusters Score -231617.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -231631.203125 Penalty: 2560.277344
	Iteration 17Q: 3 clusters Score -231631.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -231639.953125 Penalty: 2560.277344
	Iteration 18Q: 3 clusters Score -231640 nChanged 15
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: -231646.046875 Penalty: 2560.277344
	Iteration 19Q: 3 clusters Score -231646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -231650.875000 Penalty: 2560.277344
	Iteration 20F: 3 clusters Score -231650.9 nChanged 9
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: -231656.250000 Penalty: 2560.277344
	Iteration 21Q: 3 clusters Score -231656.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -231659.765625 Penalty: 2560.277344
	Iteration 22Q: 3 clusters Score -231659.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -231662.640625 Penalty: 2560.277344
	Iteration 23Q: 3 clusters Score -231662.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -231664.015625 Penalty: 2560.277344
	Iteration 24Q: 3 clusters Score -231664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -231665.140625 Penalty: 2560.277344
	Iteration 25Q: 3 clusters Score -231665.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -231665.750000 Penalty: 2560.277344
	Iteration 26Q: 3 clusters Score -231665.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -231666.187500 Penalty: 2560.277344
	Iteration 27Q: 3 clusters Score -231666.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -231666.046875 Penalty: 2560.277344
	Iteration 28Q: 3 clusters Score -231666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -231666.046875 Penalty: 2560.277344
	Iteration 29F: 3 clusters Score -231666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (59480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59480 members 
Entering Unmasked Estep 
Score: -6040022.500000 Penalty: 1786.426758
	Iteration 0F: 2 clusters Score -6040022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -6000373.500000 Penalty: 3572.853516
	Iteration 0F: 3 clusters Score -6000374 nChanged 28059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -6017335.500000 Penalty: 3572.853516
	Iteration 1F: 3 clusters Score -6017336 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -6018956.500000 Penalty: 3572.853516
	Iteration 2F: 3 clusters Score -6018956 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -6021071.000000 Penalty: 3572.853516
	Iteration 3F: 3 clusters Score -6021071 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -6023577.000000 Penalty: 3572.853516
	Iteration 4F: 3 clusters Score -6023577 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -6026389.000000 Penalty: 3572.853516
	Iteration 5F: 3 clusters Score -6026389 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -6029422.000000 Penalty: 3572.853516
	Iteration 6F: 3 clusters Score -6029422 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -6032310.500000 Penalty: 3572.853516
	Iteration 7F: 3 clusters Score -6032310 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -6034258.500000 Penalty: 3572.853516
	Iteration 8Q: 3 clusters Score -6034258 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -6035235.500000 Penalty: 3572.853516
	Iteration 9Q: 3 clusters Score -6035236 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -6035796.000000 Penalty: 3572.853516
	Iteration 10Q: 3 clusters Score -6035796 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -6036254.500000 Penalty: 3572.853516
	Iteration 11Q: 3 clusters Score -6036254 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -6036606.000000 Penalty: 3572.853516
	Iteration 12Q: 3 clusters Score -6036606 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -6036958.500000 Penalty: 3572.853516
	Iteration 13Q: 3 clusters Score -6036958 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 50838 members 
Entering Unmasked Estep 
Score: -6037197.500000 Penalty: 3572.853516
	Iteration 14Q: 3 clusters Score -6037198 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -6037410.500000 Penalty: 3572.853516
	Iteration 15Q: 3 clusters Score -6037410 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -6037621.500000 Penalty: 3572.853516
	Iteration 16Q: 3 clusters Score -6037622 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 52621 members 
Entering Unmasked Estep 
Score: -6037811.000000 Penalty: 3572.853516
	Iteration 17Q: 3 clusters Score -6037811 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 53087 members 
Entering Unmasked Estep 
Score: -6037968.500000 Penalty: 3572.853516
	Iteration 18Q: 3 clusters Score -6037968 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -6038085.500000 Penalty: 3572.853516
	Iteration 19Q: 3 clusters Score -6038086 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -6038171.000000 Penalty: 3572.853516
	Iteration 20F: 3 clusters Score -6038171 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 54230 members 
Entering Unmasked Estep 
Score: -6038267.500000 Penalty: 3572.853516
	Iteration 21Q: 3 clusters Score -6038268 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -6038383.000000 Penalty: 3572.853516
	Iteration 22Q: 3 clusters Score -6038383 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 54894 members 
Entering Unmasked Estep 
Score: -6038472.500000 Penalty: 3572.853516
	Iteration 23Q: 3 clusters Score -6038472 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -6038600.500000 Penalty: 3572.853516
	Iteration 24Q: 3 clusters Score -6038600 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -6038691.000000 Penalty: 3572.853516
	Iteration 25Q: 3 clusters Score -6038691 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -6038740.000000 Penalty: 3572.853516
	Iteration 26Q: 3 clusters Score -6038740 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -6038797.000000 Penalty: 3572.853516
	Iteration 27Q: 3 clusters Score -6038797 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -6038841.500000 Penalty: 3572.853516
	Iteration 28Q: 3 clusters Score -6038842 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -6038905.500000 Penalty: 3572.853516
	Iteration 29Q: 3 clusters Score -6038906 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 56546 members 
Entering Unmasked Estep 
Score: -6038965.000000 Penalty: 3572.853516
	Iteration 30Q: 3 clusters Score -6038965 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -6038998.000000 Penalty: 3572.853516
	Iteration 31Q: 3 clusters Score -6038998 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -6039040.000000 Penalty: 3572.853516
	Iteration 32Q: 3 clusters Score -6039040 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -6039061.000000 Penalty: 3572.853516
	Iteration 33Q: 3 clusters Score -6039061 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -6039079.500000 Penalty: 3572.853516
	Iteration 34Q: 3 clusters Score -6039080 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -6039101.000000 Penalty: 3572.853516
	Iteration 35Q: 3 clusters Score -6039101 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -6039121.000000 Penalty: 3572.853516
	Iteration 36Q: 3 clusters Score -6039121 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 57281 members 
Entering Unmasked Estep 
Score: -6039145.500000 Penalty: 3572.853516
	Iteration 37Q: 3 clusters Score -6039146 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -6039162.000000 Penalty: 3572.853516
	Iteration 38Q: 3 clusters Score -6039162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -6039173.500000 Penalty: 3572.853516
	Iteration 39Q: 3 clusters Score -6039174 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -6039170.000000 Penalty: 3572.853516
	Iteration 40F: 3 clusters Score -6039170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -6039188.500000 Penalty: 3572.853516
	Iteration 41Q: 3 clusters Score -6039188 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 57511 members 
Entering Unmasked Estep 
Score: -6039181.500000 Penalty: 3572.853516
	Iteration 42Q: 3 clusters Score -6039182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -6039175.000000 Penalty: 3572.853516
	Iteration 43Q: 3 clusters Score -6039175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -6039192.500000 Penalty: 3572.853516
	Iteration 44Q: 3 clusters Score -6039192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 57578 members 
Entering Unmasked Estep 
Score: -6039201.000000 Penalty: 3572.853516
	Iteration 45Q: 3 clusters Score -6039201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -6039199.500000 Penalty: 3572.853516
	Iteration 46Q: 3 clusters Score -6039200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 57605 members 
Entering Unmasked Estep 
Score: -6039207.000000 Penalty: 3572.853516
	Iteration 47Q: 3 clusters Score -6039207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 57615 members 
Entering Unmasked Estep 
Score: -6039209.000000 Penalty: 3572.853516
	Iteration 48Q: 3 clusters Score -6039209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -6039212.000000 Penalty: 3572.853516
	Iteration 49Q: 3 clusters Score -6039212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 57622 members 
Entering Unmasked Estep 
Score: -6039209.500000 Penalty: 3572.853516
	Iteration 50Q: 3 clusters Score -6039210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 57627 members 
Entering Unmasked Estep 
Score: -6039208.500000 Penalty: 3572.853516
	Iteration 51Q: 3 clusters Score -6039208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 57633 members 
Entering Unmasked Estep 
Score: -6039210.000000 Penalty: 3572.853516
	Iteration 52Q: 3 clusters Score -6039210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -6039209.000000 Penalty: 3572.853516
	Iteration 53Q: 3 clusters Score -6039209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -6039209.000000 Penalty: 3572.853516
	Iteration 54F: 3 clusters Score -6039209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (230635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230635 members 
Entering Unmasked Estep 
Score: -23579584.000000 Penalty: 2006.646118
	Iteration 0F: 2 clusters Score -2.357958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114819 members 
Mstep: Class 2 contains 115816 members 
Entering Unmasked Estep 
Score: -23473624.000000 Penalty: 4013.292236
	Iteration 0F: 3 clusters Score -2.347362e+07 nChanged 112176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105703 members 
Mstep: Class 2 contains 124932 members 
Entering Unmasked Estep 
Score: -23541146.000000 Penalty: 4013.292236
	Iteration 1F: 3 clusters Score -2.354115e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100138 members 
Mstep: Class 2 contains 130497 members 
Entering Unmasked Estep 
Score: -23544306.000000 Penalty: 4013.292236
	Iteration 2Q: 3 clusters Score -2.354431e+07 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91787 members 
Mstep: Class 2 contains 138848 members 
Entering Unmasked Estep 
Score: -23549320.000000 Penalty: 4013.292236
	Iteration 3Q: 3 clusters Score -2.354932e+07 nChanged 13484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 150648 members 
Entering Unmasked Estep 
Score: -23556856.000000 Penalty: 4013.292236
	Iteration 4F: 3 clusters Score -2.355686e+07 nChanged 16869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64746 members 
Mstep: Class 2 contains 165889 members 
Entering Unmasked Estep 
Score: -23565962.000000 Penalty: 4013.292236
	Iteration 5F: 3 clusters Score -2.356596e+07 nChanged 18339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 181878 members 
Entering Unmasked Estep 
Score: -23571884.000000 Penalty: 4013.292236
	Iteration 6F: 3 clusters Score -2.357188e+07 nChanged 14434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 194368 members 
Entering Unmasked Estep 
Score: -23574924.000000 Penalty: 4013.292236
	Iteration 7F: 3 clusters Score -2.357492e+07 nChanged 9361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 202363 members 
Entering Unmasked Estep 
Score: -23576220.000000 Penalty: 4013.292236
	Iteration 8Q: 3 clusters Score -2.357622e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 207394 members 
Entering Unmasked Estep 
Score: -23577036.000000 Penalty: 4013.292236
	Iteration 9Q: 3 clusters Score -2.357704e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 210858 members 
Entering Unmasked Estep 
Score: -23577376.000000 Penalty: 4013.292236
	Iteration 10Q: 3 clusters Score -2.357738e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 213374 members 
Entering Unmasked Estep 
Score: -23577550.000000 Penalty: 4013.292236
	Iteration 11Q: 3 clusters Score -2.357755e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 215317 members 
Entering Unmasked Estep 
Score: -23578000.000000 Penalty: 4013.292236
	Iteration 12Q: 3 clusters Score -2.3578e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 216911 members 
Entering Unmasked Estep 
Score: -23578176.000000 Penalty: 4013.292236
	Iteration 13Q: 3 clusters Score -2.357818e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 218193 members 
Entering Unmasked Estep 
Score: -23578370.000000 Penalty: 4013.292236
	Iteration 14Q: 3 clusters Score -2.357837e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 219233 members 
Entering Unmasked Estep 
Score: -23578736.000000 Penalty: 4013.292236
	Iteration 15Q: 3 clusters Score -2.357874e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 220086 members 
Entering Unmasked Estep 
Score: -23578778.000000 Penalty: 4013.292236
	Iteration 16Q: 3 clusters Score -2.357878e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 220755 members 
Entering Unmasked Estep 
Score: -23578910.000000 Penalty: 4013.292236
	Iteration 17Q: 3 clusters Score -2.357891e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 221328 members 
Entering Unmasked Estep 
Score: -23578966.000000 Penalty: 4013.292236
	Iteration 18Q: 3 clusters Score -2.357897e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 221802 members 
Entering Unmasked Estep 
Score: -23578952.000000 Penalty: 4013.292236
	Iteration 19Q: 3 clusters Score -2.357895e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 222228 members 
Entering Unmasked Estep 
Score: -23579052.000000 Penalty: 4013.292236
	Iteration 20F: 3 clusters Score -2.357905e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 222599 members 
Entering Unmasked Estep 
Score: -23579206.000000 Penalty: 4013.292236
	Iteration 21Q: 3 clusters Score -2.357921e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 222904 members 
Entering Unmasked Estep 
Score: -23579322.000000 Penalty: 4013.292236
	Iteration 22Q: 3 clusters Score -2.357932e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 223157 members 
Entering Unmasked Estep 
Score: -23579460.000000 Penalty: 4013.292236
	Iteration 23Q: 3 clusters Score -2.357946e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 223368 members 
Entering Unmasked Estep 
Score: -23579546.000000 Penalty: 4013.292236
	Iteration 24Q: 3 clusters Score -2.357955e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 223545 members 
Entering Unmasked Estep 
Score: -23579608.000000 Penalty: 4013.292236
	Iteration 25Q: 3 clusters Score -2.357961e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 223690 members 
Entering Unmasked Estep 
Score: -23579636.000000 Penalty: 4013.292236
	Iteration 26Q: 3 clusters Score -2.357964e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 223815 members 
Entering Unmasked Estep 
Score: -23579670.000000 Penalty: 4013.292236
	Iteration 27Q: 3 clusters Score -2.357967e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 223907 members 
Entering Unmasked Estep 
Score: -23579658.000000 Penalty: 4013.292236
	Iteration 28Q: 3 clusters Score -2.357966e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 224004 members 
Entering Unmasked Estep 
Score: -23579702.000000 Penalty: 4013.292236
	Iteration 29Q: 3 clusters Score -2.35797e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 224104 members 
Entering Unmasked Estep 
Score: -23579708.000000 Penalty: 4013.292236
	Iteration 30Q: 3 clusters Score -2.357971e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 224209 members 
Entering Unmasked Estep 
Score: -23579726.000000 Penalty: 4013.292236
	Iteration 31Q: 3 clusters Score -2.357973e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 224323 members 
Entering Unmasked Estep 
Score: -23579764.000000 Penalty: 4013.292236
	Iteration 32Q: 3 clusters Score -2.357976e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 224415 members 
Entering Unmasked Estep 
Score: -23579816.000000 Penalty: 4013.292236
	Iteration 33Q: 3 clusters Score -2.357982e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 224467 members 
Entering Unmasked Estep 
Score: -23579866.000000 Penalty: 4013.292236
	Iteration 34Q: 3 clusters Score -2.357987e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 224517 members 
Entering Unmasked Estep 
Score: -23579898.000000 Penalty: 4013.292236
	Iteration 35Q: 3 clusters Score -2.35799e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 224566 members 
Entering Unmasked Estep 
Score: -23579904.000000 Penalty: 4013.292236
	Iteration 36Q: 3 clusters Score -2.35799e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 224611 members 
Entering Unmasked Estep 
Score: -23579956.000000 Penalty: 4013.292236
	Iteration 37Q: 3 clusters Score -2.357996e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 224616 members 
Entering Unmasked Estep 
Score: -23579958.000000 Penalty: 4013.292236
	Iteration 38Q: 3 clusters Score -2.357996e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 224607 members 
Entering Unmasked Estep 
Score: -23580010.000000 Penalty: 4013.292236
	Iteration 39Q: 3 clusters Score -2.358001e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 224606 members 
Entering Unmasked Estep 
Score: -23580008.000000 Penalty: 4013.292236
	Iteration 40F: 3 clusters Score -2.358001e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 224591 members 
Entering Unmasked Estep 
Score: -23580020.000000 Penalty: 4013.292236
	Iteration 41Q: 3 clusters Score -2.358002e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 224586 members 
Entering Unmasked Estep 
Score: -23580058.000000 Penalty: 4013.292236
	Iteration 42Q: 3 clusters Score -2.358006e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 224558 members 
Entering Unmasked Estep 
Score: -23580076.000000 Penalty: 4013.292236
	Iteration 43Q: 3 clusters Score -2.358008e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 224524 members 
Entering Unmasked Estep 
Score: -23580138.000000 Penalty: 4013.292236
	Iteration 44Q: 3 clusters Score -2.358014e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 224480 members 
Entering Unmasked Estep 
Score: -23580188.000000 Penalty: 4013.292236
	Iteration 45Q: 3 clusters Score -2.358019e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 224449 members 
Entering Unmasked Estep 
Score: -23580190.000000 Penalty: 4013.292236
	Iteration 46Q: 3 clusters Score -2.358019e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 224384 members 
Entering Unmasked Estep 
Score: -23580186.000000 Penalty: 4013.292236
	Iteration 47Q: 3 clusters Score -2.358019e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 224319 members 
Entering Unmasked Estep 
Score: -23580182.000000 Penalty: 4013.292236
	Iteration 48Q: 3 clusters Score -2.358018e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 224234 members 
Entering Unmasked Estep 
Score: -23580180.000000 Penalty: 4013.292236
	Iteration 49Q: 3 clusters Score -2.358018e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 224159 members 
Entering Unmasked Estep 
Score: -23580230.000000 Penalty: 4013.292236
	Iteration 50Q: 3 clusters Score -2.358023e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 224105 members 
Entering Unmasked Estep 
Score: -23580268.000000 Penalty: 4013.292236
	Iteration 51Q: 3 clusters Score -2.358027e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 224039 members 
Entering Unmasked Estep 
Score: -23580300.000000 Penalty: 4013.292236
	Iteration 52Q: 3 clusters Score -2.35803e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 223994 members 
Entering Unmasked Estep 
Score: -23580322.000000 Penalty: 4013.292236
	Iteration 53Q: 3 clusters Score -2.358032e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 223944 members 
Entering Unmasked Estep 
Score: -23580368.000000 Penalty: 4013.292236
	Iteration 54Q: 3 clusters Score -2.358037e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 223886 members 
Entering Unmasked Estep 
Score: -23580380.000000 Penalty: 4013.292236
	Iteration 55Q: 3 clusters Score -2.358038e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 223811 members 
Entering Unmasked Estep 
Score: -23580420.000000 Penalty: 4013.292236
	Iteration 56Q: 3 clusters Score -2.358042e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 223744 members 
Entering Unmasked Estep 
Score: -23580452.000000 Penalty: 4013.292236
	Iteration 57Q: 3 clusters Score -2.358045e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 223694 members 
Entering Unmasked Estep 
Score: -23580454.000000 Penalty: 4013.292236
	Iteration 58Q: 3 clusters Score -2.358045e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 223643 members 
Entering Unmasked Estep 
Score: -23580448.000000 Penalty: 4013.292236
	Iteration 59Q: 3 clusters Score -2.358045e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 223613 members 
Entering Unmasked Estep 
Score: -23580510.000000 Penalty: 4013.292236
	Iteration 60F: 3 clusters Score -2.358051e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 223562 members 
Entering Unmasked Estep 
Score: -23580526.000000 Penalty: 4013.292236
	Iteration 61Q: 3 clusters Score -2.358053e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 223496 members 
Entering Unmasked Estep 
Score: -23580568.000000 Penalty: 4013.292236
	Iteration 62Q: 3 clusters Score -2.358057e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 223433 members 
Entering Unmasked Estep 
Score: -23580612.000000 Penalty: 4013.292236
	Iteration 63Q: 3 clusters Score -2.358061e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 223372 members 
Entering Unmasked Estep 
Score: -23580612.000000 Penalty: 4013.292236
	Iteration 64Q: 3 clusters Score -2.358061e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 223314 members 
Entering Unmasked Estep 
Score: -23580586.000000 Penalty: 4013.292236
	Iteration 65Q: 3 clusters Score -2.358059e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 223273 members 
Entering Unmasked Estep 
Score: -23580632.000000 Penalty: 4013.292236
	Iteration 66Q: 3 clusters Score -2.358063e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 223220 members 
Entering Unmasked Estep 
Score: -23580664.000000 Penalty: 4013.292236
	Iteration 67Q: 3 clusters Score -2.358066e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 223148 members 
Entering Unmasked Estep 
Score: -23580632.000000 Penalty: 4013.292236
	Iteration 68Q: 3 clusters Score -2.358063e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 223076 members 
Entering Unmasked Estep 
Score: -23580640.000000 Penalty: 4013.292236
	Iteration 69Q: 3 clusters Score -2.358064e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 222987 members 
Entering Unmasked Estep 
Score: -23580616.000000 Penalty: 4013.292236
	Iteration 70Q: 3 clusters Score -2.358062e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 222891 members 
Entering Unmasked Estep 
Score: -23580708.000000 Penalty: 4013.292236
	Iteration 71Q: 3 clusters Score -2.358071e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 222780 members 
Entering Unmasked Estep 
Score: -23580762.000000 Penalty: 4013.292236
	Iteration 72Q: 3 clusters Score -2.358076e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 222658 members 
Entering Unmasked Estep 
Score: -23580794.000000 Penalty: 4013.292236
	Iteration 73Q: 3 clusters Score -2.358079e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 222536 members 
Entering Unmasked Estep 
Score: -23580798.000000 Penalty: 4013.292236
	Iteration 74Q: 3 clusters Score -2.35808e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 222412 members 
Entering Unmasked Estep 
Score: -23580832.000000 Penalty: 4013.292236
	Iteration 75Q: 3 clusters Score -2.358083e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 222275 members 
Entering Unmasked Estep 
Score: -23580846.000000 Penalty: 4013.292236
	Iteration 76Q: 3 clusters Score -2.358085e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 222129 members 
Entering Unmasked Estep 
Score: -23580930.000000 Penalty: 4013.292236
	Iteration 77Q: 3 clusters Score -2.358093e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 221956 members 
Entering Unmasked Estep 
Score: -23580966.000000 Penalty: 4013.292236
	Iteration 78Q: 3 clusters Score -2.358097e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 221757 members 
Entering Unmasked Estep 
Score: -23581020.000000 Penalty: 4013.292236
	Iteration 79Q: 3 clusters Score -2.358102e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 221548 members 
Entering Unmasked Estep 
Score: -23581046.000000 Penalty: 4013.292236
	Iteration 80F: 3 clusters Score -2.358105e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 221341 members 
Entering Unmasked Estep 
Score: -23581100.000000 Penalty: 4013.292236
	Iteration 81Q: 3 clusters Score -2.35811e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 221107 members 
Entering Unmasked Estep 
Score: -23581166.000000 Penalty: 4013.292236
	Iteration 82Q: 3 clusters Score -2.358117e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 220882 members 
Entering Unmasked Estep 
Score: -23581140.000000 Penalty: 4013.292236
	Iteration 83Q: 3 clusters Score -2.358114e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 220658 members 
Entering Unmasked Estep 
Score: -23581188.000000 Penalty: 4013.292236
	Iteration 84Q: 3 clusters Score -2.358119e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 220414 members 
Entering Unmasked Estep 
Score: -23581198.000000 Penalty: 4013.292236
	Iteration 85Q: 3 clusters Score -2.35812e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 220175 members 
Entering Unmasked Estep 
Score: -23581246.000000 Penalty: 4013.292236
	Iteration 86Q: 3 clusters Score -2.358125e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 219910 members 
Entering Unmasked Estep 
Score: -23581280.000000 Penalty: 4013.292236
	Iteration 87Q: 3 clusters Score -2.358128e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 219635 members 
Entering Unmasked Estep 
Score: -23581326.000000 Penalty: 4013.292236
	Iteration 88Q: 3 clusters Score -2.358133e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 219359 members 
Entering Unmasked Estep 
Score: -23581326.000000 Penalty: 4013.292236
	Iteration 89Q: 3 clusters Score -2.358133e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 219045 members 
Entering Unmasked Estep 
Score: -23581446.000000 Penalty: 4013.292236
	Iteration 90Q: 3 clusters Score -2.358145e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 218693 members 
Entering Unmasked Estep 
Score: -23581554.000000 Penalty: 4013.292236
	Iteration 91Q: 3 clusters Score -2.358155e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 218321 members 
Entering Unmasked Estep 
Score: -23581616.000000 Penalty: 4013.292236
	Iteration 92Q: 3 clusters Score -2.358162e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 217915 members 
Entering Unmasked Estep 
Score: -23581660.000000 Penalty: 4013.292236
	Iteration 93Q: 3 clusters Score -2.358166e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 217469 members 
Entering Unmasked Estep 
Score: -23581698.000000 Penalty: 4013.292236
	Iteration 94Q: 3 clusters Score -2.35817e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 217014 members 
Entering Unmasked Estep 
Score: -23581812.000000 Penalty: 4013.292236
	Iteration 95Q: 3 clusters Score -2.358181e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 216554 members 
Entering Unmasked Estep 
Score: -23581892.000000 Penalty: 4013.292236
	Iteration 96Q: 3 clusters Score -2.358189e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 216040 members 
Entering Unmasked Estep 
Score: -23581960.000000 Penalty: 4013.292236
	Iteration 97Q: 3 clusters Score -2.358196e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 215492 members 
Entering Unmasked Estep 
Score: -23582014.000000 Penalty: 4013.292236
	Iteration 98Q: 3 clusters Score -2.358201e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 214882 members 
Entering Unmasked Estep 
Score: -23581988.000000 Penalty: 4013.292236
	Iteration 99Q: 3 clusters Score -2.358199e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 214218 members 
Entering Unmasked Estep 
Score: -23582014.000000 Penalty: 4013.292236
	Iteration 100F: 3 clusters Score -2.358201e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 213521 members 
Entering Unmasked Estep 
Score: -23581998.000000 Penalty: 4013.292236
	Iteration 101Q: 3 clusters Score -2.3582e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 212782 members 
Entering Unmasked Estep 
Score: -23582094.000000 Penalty: 4013.292236
	Iteration 102Q: 3 clusters Score -2.358209e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 211990 members 
Entering Unmasked Estep 
Score: -23582204.000000 Penalty: 4013.292236
	Iteration 103Q: 3 clusters Score -2.35822e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 211159 members 
Entering Unmasked Estep 
Score: -23582466.000000 Penalty: 4013.292236
	Iteration 104Q: 3 clusters Score -2.358247e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 210315 members 
Entering Unmasked Estep 
Score: -23582764.000000 Penalty: 4013.292236
	Iteration 105Q: 3 clusters Score -2.358276e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 209432 members 
Entering Unmasked Estep 
Score: -23582982.000000 Penalty: 4013.292236
	Iteration 106Q: 3 clusters Score -2.358298e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 208450 members 
Entering Unmasked Estep 
Score: -23583170.000000 Penalty: 4013.292236
	Iteration 107Q: 3 clusters Score -2.358317e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 207392 members 
Entering Unmasked Estep 
Score: -23583480.000000 Penalty: 4013.292236
	Iteration 108Q: 3 clusters Score -2.358348e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 206358 members 
Entering Unmasked Estep 
Score: -23583590.000000 Penalty: 4013.292236
	Iteration 109Q: 3 clusters Score -2.358359e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 205305 members 
Entering Unmasked Estep 
Score: -23583854.000000 Penalty: 4013.292236
	Iteration 110Q: 3 clusters Score -2.358385e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 204160 members 
Entering Unmasked Estep 
Score: -23584196.000000 Penalty: 4013.292236
	Iteration 111Q: 3 clusters Score -2.35842e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 202961 members 
Entering Unmasked Estep 
Score: -23584436.000000 Penalty: 4013.292236
	Iteration 112Q: 3 clusters Score -2.358444e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 201682 members 
Entering Unmasked Estep 
Score: -23584740.000000 Penalty: 4013.292236
	Iteration 113Q: 3 clusters Score -2.358474e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 200315 members 
Entering Unmasked Estep 
Score: -23585078.000000 Penalty: 4013.292236
	Iteration 114Q: 3 clusters Score -2.358508e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 198893 members 
Entering Unmasked Estep 
Score: -23585554.000000 Penalty: 4013.292236
	Iteration 115Q: 3 clusters Score -2.358555e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 197386 members 
Entering Unmasked Estep 
Score: -23586038.000000 Penalty: 4013.292236
	Iteration 116Q: 3 clusters Score -2.358604e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 195729 members 
Entering Unmasked Estep 
Score: -23586574.000000 Penalty: 4013.292236
	Iteration 117Q: 3 clusters Score -2.358657e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 193960 members 
Entering Unmasked Estep 
Score: -23587262.000000 Penalty: 4013.292236
	Iteration 118Q: 3 clusters Score -2.358726e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 192151 members 
Entering Unmasked Estep 
Score: -23587872.000000 Penalty: 4013.292236
	Iteration 119Q: 3 clusters Score -2.358787e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 190332 members 
Entering Unmasked Estep 
Score: -23588372.000000 Penalty: 4013.292236
	Iteration 120F: 3 clusters Score -2.358837e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 188332 members 
Entering Unmasked Estep 
Score: -23588712.000000 Penalty: 4013.292236
	Iteration 121Q: 3 clusters Score -2.358871e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 186311 members 
Entering Unmasked Estep 
Score: -23589164.000000 Penalty: 4013.292236
	Iteration 122Q: 3 clusters Score -2.358916e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 184176 members 
Entering Unmasked Estep 
Score: -23589854.000000 Penalty: 4013.292236
	Iteration 123Q: 3 clusters Score -2.358985e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 181974 members 
Entering Unmasked Estep 
Score: -23590608.000000 Penalty: 4013.292236
	Iteration 124Q: 3 clusters Score -2.359061e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 179664 members 
Entering Unmasked Estep 
Score: -23591306.000000 Penalty: 4013.292236
	Iteration 125Q: 3 clusters Score -2.359131e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 177222 members 
Entering Unmasked Estep 
Score: -23592332.000000 Penalty: 4013.292236
	Iteration 126Q: 3 clusters Score -2.359233e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 174633 members 
Entering Unmasked Estep 
Score: -23593026.000000 Penalty: 4013.292236
	Iteration 127Q: 3 clusters Score -2.359303e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58773 members 
Mstep: Class 2 contains 171862 members 
Entering Unmasked Estep 
Score: -23593896.000000 Penalty: 4013.292236
	Iteration 128Q: 3 clusters Score -2.35939e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 169164 members 
Entering Unmasked Estep 
Score: -23594640.000000 Penalty: 4013.292236
	Iteration 129Q: 3 clusters Score -2.359464e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 166485 members 
Entering Unmasked Estep 
Score: -23595386.000000 Penalty: 4013.292236
	Iteration 130Q: 3 clusters Score -2.359539e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66921 members 
Mstep: Class 2 contains 163714 members 
Entering Unmasked Estep 
Score: -23595886.000000 Penalty: 4013.292236
	Iteration 131Q: 3 clusters Score -2.359589e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69688 members 
Mstep: Class 2 contains 160947 members 
Entering Unmasked Estep 
Score: -23596412.000000 Penalty: 4013.292236
	Iteration 132Q: 3 clusters Score -2.359641e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72566 members 
Mstep: Class 2 contains 158069 members 
Entering Unmasked Estep 
Score: -23596938.000000 Penalty: 4013.292236
	Iteration 133Q: 3 clusters Score -2.359694e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75369 members 
Mstep: Class 2 contains 155266 members 
Entering Unmasked Estep 
Score: -23597296.000000 Penalty: 4013.292236
	Iteration 134Q: 3 clusters Score -2.35973e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77699 members 
Mstep: Class 2 contains 152936 members 
Entering Unmasked Estep 
Score: -23597606.000000 Penalty: 4013.292236
	Iteration 135Q: 3 clusters Score -2.359761e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79726 members 
Mstep: Class 2 contains 150909 members 
Entering Unmasked Estep 
Score: -23597676.000000 Penalty: 4013.292236
	Iteration 136Q: 3 clusters Score -2.359768e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81466 members 
Mstep: Class 2 contains 149169 members 
Entering Unmasked Estep 
Score: -23597912.000000 Penalty: 4013.292236
	Iteration 137Q: 3 clusters Score -2.359791e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82932 members 
Mstep: Class 2 contains 147703 members 
Entering Unmasked Estep 
Score: -23598036.000000 Penalty: 4013.292236
	Iteration 138Q: 3 clusters Score -2.359804e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84088 members 
Mstep: Class 2 contains 146547 members 
Entering Unmasked Estep 
Score: -23598292.000000 Penalty: 4013.292236
	Iteration 139Q: 3 clusters Score -2.359829e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84951 members 
Mstep: Class 2 contains 145684 members 
Entering Unmasked Estep 
Score: -23598444.000000 Penalty: 4013.292236
	Iteration 140F: 3 clusters Score -2.359844e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85823 members 
Mstep: Class 2 contains 144812 members 
Entering Unmasked Estep 
Score: -23598528.000000 Penalty: 4013.292236
	Iteration 141Q: 3 clusters Score -2.359853e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86532 members 
Mstep: Class 2 contains 144103 members 
Entering Unmasked Estep 
Score: -23598534.000000 Penalty: 4013.292236
	Iteration 142Q: 3 clusters Score -2.359853e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87146 members 
Mstep: Class 2 contains 143489 members 
Entering Unmasked Estep 
Score: -23598610.000000 Penalty: 4013.292236
	Iteration 143Q: 3 clusters Score -2.359861e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87681 members 
Mstep: Class 2 contains 142954 members 
Entering Unmasked Estep 
Score: -23598662.000000 Penalty: 4013.292236
	Iteration 144Q: 3 clusters Score -2.359866e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88140 members 
Mstep: Class 2 contains 142495 members 
Entering Unmasked Estep 
Score: -23598780.000000 Penalty: 4013.292236
	Iteration 145Q: 3 clusters Score -2.359878e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88539 members 
Mstep: Class 2 contains 142096 members 
Entering Unmasked Estep 
Score: -23598698.000000 Penalty: 4013.292236
	Iteration 146Q: 3 clusters Score -2.35987e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88920 members 
Mstep: Class 2 contains 141715 members 
Entering Unmasked Estep 
Score: -23598672.000000 Penalty: 4013.292236
	Iteration 147Q: 3 clusters Score -2.359867e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89240 members 
Mstep: Class 2 contains 141395 members 
Entering Unmasked Estep 
Score: -23598638.000000 Penalty: 4013.292236
	Iteration 148Q: 3 clusters Score -2.359864e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 141086 members 
Entering Unmasked Estep 
Score: -23598622.000000 Penalty: 4013.292236
	Iteration 149Q: 3 clusters Score -2.359862e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89871 members 
Mstep: Class 2 contains 140764 members 
Entering Unmasked Estep 
Score: -23598572.000000 Penalty: 4013.292236
	Iteration 150Q: 3 clusters Score -2.359857e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90134 members 
Mstep: Class 2 contains 140501 members 
Entering Unmasked Estep 
Score: -23598514.000000 Penalty: 4013.292236
	Iteration 151Q: 3 clusters Score -2.359851e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90385 members 
Mstep: Class 2 contains 140250 members 
Entering Unmasked Estep 
Score: -23598442.000000 Penalty: 4013.292236
	Iteration 152Q: 3 clusters Score -2.359844e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90603 members 
Mstep: Class 2 contains 140032 members 
Entering Unmasked Estep 
Score: -23598352.000000 Penalty: 4013.292236
	Iteration 153Q: 3 clusters Score -2.359835e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90787 members 
Mstep: Class 2 contains 139848 members 
Entering Unmasked Estep 
Score: -23598272.000000 Penalty: 4013.292236
	Iteration 154Q: 3 clusters Score -2.359827e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90932 members 
Mstep: Class 2 contains 139703 members 
Entering Unmasked Estep 
Score: -23598234.000000 Penalty: 4013.292236
	Iteration 155Q: 3 clusters Score -2.359823e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91067 members 
Mstep: Class 2 contains 139568 members 
Entering Unmasked Estep 
Score: -23598224.000000 Penalty: 4013.292236
	Iteration 156Q: 3 clusters Score -2.359822e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91195 members 
Mstep: Class 2 contains 139440 members 
Entering Unmasked Estep 
Score: -23598146.000000 Penalty: 4013.292236
	Iteration 157Q: 3 clusters Score -2.359815e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91340 members 
Mstep: Class 2 contains 139295 members 
Entering Unmasked Estep 
Score: -23598136.000000 Penalty: 4013.292236
	Iteration 158Q: 3 clusters Score -2.359814e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91495 members 
Mstep: Class 2 contains 139140 members 
Entering Unmasked Estep 
Score: -23598078.000000 Penalty: 4013.292236
	Iteration 159Q: 3 clusters Score -2.359808e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91682 members 
Mstep: Class 2 contains 138953 members 
Entering Unmasked Estep 
Score: -23598004.000000 Penalty: 4013.292236
	Iteration 160F: 3 clusters Score -2.3598e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 138792 members 
Entering Unmasked Estep 
Score: -23597922.000000 Penalty: 4013.292236
	Iteration 161Q: 3 clusters Score -2.359792e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92001 members 
Mstep: Class 2 contains 138634 members 
Entering Unmasked Estep 
Score: -23597838.000000 Penalty: 4013.292236
	Iteration 162Q: 3 clusters Score -2.359784e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92148 members 
Mstep: Class 2 contains 138487 members 
Entering Unmasked Estep 
Score: -23597806.000000 Penalty: 4013.292236
	Iteration 163Q: 3 clusters Score -2.359781e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92273 members 
Mstep: Class 2 contains 138362 members 
Entering Unmasked Estep 
Score: -23597724.000000 Penalty: 4013.292236
	Iteration 164Q: 3 clusters Score -2.359772e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92405 members 
Mstep: Class 2 contains 138230 members 
Entering Unmasked Estep 
Score: -23597628.000000 Penalty: 4013.292236
	Iteration 165Q: 3 clusters Score -2.359763e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92540 members 
Mstep: Class 2 contains 138095 members 
Entering Unmasked Estep 
Score: -23597538.000000 Penalty: 4013.292236
	Iteration 166Q: 3 clusters Score -2.359754e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92660 members 
Mstep: Class 2 contains 137975 members 
Entering Unmasked Estep 
Score: -23597522.000000 Penalty: 4013.292236
	Iteration 167Q: 3 clusters Score -2.359752e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92808 members 
Mstep: Class 2 contains 137827 members 
Entering Unmasked Estep 
Score: -23597464.000000 Penalty: 4013.292236
	Iteration 168Q: 3 clusters Score -2.359746e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 137684 members 
Entering Unmasked Estep 
Score: -23597430.000000 Penalty: 4013.292236
	Iteration 169Q: 3 clusters Score -2.359743e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Mstep: Class 2 contains 137542 members 
Entering Unmasked Estep 
Score: -23597378.000000 Penalty: 4013.292236
	Iteration 170Q: 3 clusters Score -2.359738e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93229 members 
Mstep: Class 2 contains 137406 members 
Entering Unmasked Estep 
Score: -23597338.000000 Penalty: 4013.292236
	Iteration 171Q: 3 clusters Score -2.359734e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93383 members 
Mstep: Class 2 contains 137252 members 
Entering Unmasked Estep 
Score: -23597290.000000 Penalty: 4013.292236
	Iteration 172Q: 3 clusters Score -2.359729e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93516 members 
Mstep: Class 2 contains 137119 members 
Entering Unmasked Estep 
Score: -23597270.000000 Penalty: 4013.292236
	Iteration 173Q: 3 clusters Score -2.359727e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93649 members 
Mstep: Class 2 contains 136986 members 
Entering Unmasked Estep 
Score: -23597186.000000 Penalty: 4013.292236
	Iteration 174Q: 3 clusters Score -2.359719e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93808 members 
Mstep: Class 2 contains 136827 members 
Entering Unmasked Estep 
Score: -23597138.000000 Penalty: 4013.292236
	Iteration 175Q: 3 clusters Score -2.359714e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93962 members 
Mstep: Class 2 contains 136673 members 
Entering Unmasked Estep 
Score: -23597078.000000 Penalty: 4013.292236
	Iteration 176Q: 3 clusters Score -2.359708e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94126 members 
Mstep: Class 2 contains 136509 members 
Entering Unmasked Estep 
Score: -23597080.000000 Penalty: 4013.292236
	Iteration 177Q: 3 clusters Score -2.359708e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94300 members 
Mstep: Class 2 contains 136335 members 
Entering Unmasked Estep 
Score: -23597044.000000 Penalty: 4013.292236
	Iteration 178Q: 3 clusters Score -2.359704e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94468 members 
Mstep: Class 2 contains 136167 members 
Entering Unmasked Estep 
Score: -23597128.000000 Penalty: 4013.292236
	Iteration 179Q: 3 clusters Score -2.359713e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94624 members 
Mstep: Class 2 contains 136011 members 
Entering Unmasked Estep 
Score: -23597114.000000 Penalty: 4013.292236
	Iteration 180F: 3 clusters Score -2.359711e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94776 members 
Mstep: Class 2 contains 135859 members 
Entering Unmasked Estep 
Score: -23597060.000000 Penalty: 4013.292236
	Iteration 181Q: 3 clusters Score -2.359706e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94911 members 
Mstep: Class 2 contains 135724 members 
Entering Unmasked Estep 
Score: -23597028.000000 Penalty: 4013.292236
	Iteration 182Q: 3 clusters Score -2.359703e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95046 members 
Mstep: Class 2 contains 135589 members 
Entering Unmasked Estep 
Score: -23596986.000000 Penalty: 4013.292236
	Iteration 183Q: 3 clusters Score -2.359699e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95191 members 
Mstep: Class 2 contains 135444 members 
Entering Unmasked Estep 
Score: -23596942.000000 Penalty: 4013.292236
	Iteration 184Q: 3 clusters Score -2.359694e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95337 members 
Mstep: Class 2 contains 135298 members 
Entering Unmasked Estep 
Score: -23596950.000000 Penalty: 4013.292236
	Iteration 185Q: 3 clusters Score -2.359695e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95509 members 
Mstep: Class 2 contains 135126 members 
Entering Unmasked Estep 
Score: -23596874.000000 Penalty: 4013.292236
	Iteration 186Q: 3 clusters Score -2.359687e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95717 members 
Mstep: Class 2 contains 134918 members 
Entering Unmasked Estep 
Score: -23596888.000000 Penalty: 4013.292236
	Iteration 187Q: 3 clusters Score -2.359689e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95925 members 
Mstep: Class 2 contains 134710 members 
Entering Unmasked Estep 
Score: -23596896.000000 Penalty: 4013.292236
	Iteration 188Q: 3 clusters Score -2.35969e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96114 members 
Mstep: Class 2 contains 134521 members 
Entering Unmasked Estep 
Score: -23596854.000000 Penalty: 4013.292236
	Iteration 189Q: 3 clusters Score -2.359685e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96288 members 
Mstep: Class 2 contains 134347 members 
Entering Unmasked Estep 
Score: -23596826.000000 Penalty: 4013.292236
	Iteration 190Q: 3 clusters Score -2.359683e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96464 members 
Mstep: Class 2 contains 134171 members 
Entering Unmasked Estep 
Score: -23596770.000000 Penalty: 4013.292236
	Iteration 191Q: 3 clusters Score -2.359677e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96662 members 
Mstep: Class 2 contains 133973 members 
Entering Unmasked Estep 
Score: -23596714.000000 Penalty: 4013.292236
	Iteration 192Q: 3 clusters Score -2.359671e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96871 members 
Mstep: Class 2 contains 133764 members 
Entering Unmasked Estep 
Score: -23596612.000000 Penalty: 4013.292236
	Iteration 193Q: 3 clusters Score -2.359661e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97096 members 
Mstep: Class 2 contains 133539 members 
Entering Unmasked Estep 
Score: -23596492.000000 Penalty: 4013.292236
	Iteration 194Q: 3 clusters Score -2.359649e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97297 members 
Mstep: Class 2 contains 133338 members 
Entering Unmasked Estep 
Score: -23596438.000000 Penalty: 4013.292236
	Iteration 195Q: 3 clusters Score -2.359644e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97488 members 
Mstep: Class 2 contains 133147 members 
Entering Unmasked Estep 
Score: -23596398.000000 Penalty: 4013.292236
	Iteration 196Q: 3 clusters Score -2.35964e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97651 members 
Mstep: Class 2 contains 132984 members 
Entering Unmasked Estep 
Score: -23596376.000000 Penalty: 4013.292236
	Iteration 197Q: 3 clusters Score -2.359638e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97800 members 
Mstep: Class 2 contains 132835 members 
Entering Unmasked Estep 
Score: -23596322.000000 Penalty: 4013.292236
	Iteration 198Q: 3 clusters Score -2.359632e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97964 members 
Mstep: Class 2 contains 132671 members 
Entering Unmasked Estep 
Score: -23596296.000000 Penalty: 4013.292236
	Iteration 199Q: 3 clusters Score -2.35963e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98125 members 
Mstep: Class 2 contains 132510 members 
Entering Unmasked Estep 
Score: -23596212.000000 Penalty: 4013.292236
	Iteration 200F: 3 clusters Score -2.359621e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98317 members 
Mstep: Class 2 contains 132318 members 
Entering Unmasked Estep 
Score: -23596186.000000 Penalty: 4013.292236
	Iteration 201Q: 3 clusters Score -2.359619e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98533 members 
Mstep: Class 2 contains 132102 members 
Entering Unmasked Estep 
Score: -23596114.000000 Penalty: 4013.292236
	Iteration 202Q: 3 clusters Score -2.359611e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98760 members 
Mstep: Class 2 contains 131875 members 
Entering Unmasked Estep 
Score: -23596038.000000 Penalty: 4013.292236
	Iteration 203Q: 3 clusters Score -2.359604e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98992 members 
Mstep: Class 2 contains 131643 members 
Entering Unmasked Estep 
Score: -23595938.000000 Penalty: 4013.292236
	Iteration 204Q: 3 clusters Score -2.359594e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99228 members 
Mstep: Class 2 contains 131407 members 
Entering Unmasked Estep 
Score: -23595888.000000 Penalty: 4013.292236
	Iteration 205Q: 3 clusters Score -2.359589e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99458 members 
Mstep: Class 2 contains 131177 members 
Entering Unmasked Estep 
Score: -23595862.000000 Penalty: 4013.292236
	Iteration 206Q: 3 clusters Score -2.359586e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99684 members 
Mstep: Class 2 contains 130951 members 
Entering Unmasked Estep 
Score: -23595788.000000 Penalty: 4013.292236
	Iteration 207Q: 3 clusters Score -2.359579e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99898 members 
Mstep: Class 2 contains 130737 members 
Entering Unmasked Estep 
Score: -23595804.000000 Penalty: 4013.292236
	Iteration 208Q: 3 clusters Score -2.35958e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100121 members 
Mstep: Class 2 contains 130514 members 
Entering Unmasked Estep 
Score: -23595682.000000 Penalty: 4013.292236
	Iteration 209Q: 3 clusters Score -2.359568e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100331 members 
Mstep: Class 2 contains 130304 members 
Entering Unmasked Estep 
Score: -23595656.000000 Penalty: 4013.292236
	Iteration 210Q: 3 clusters Score -2.359566e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100515 members 
Mstep: Class 2 contains 130120 members 
Entering Unmasked Estep 
Score: -23595584.000000 Penalty: 4013.292236
	Iteration 211Q: 3 clusters Score -2.359558e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100699 members 
Mstep: Class 2 contains 129936 members 
Entering Unmasked Estep 
Score: -23595540.000000 Penalty: 4013.292236
	Iteration 212Q: 3 clusters Score -2.359554e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100909 members 
Mstep: Class 2 contains 129726 members 
Entering Unmasked Estep 
Score: -23595464.000000 Penalty: 4013.292236
	Iteration 213Q: 3 clusters Score -2.359546e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101134 members 
Mstep: Class 2 contains 129501 members 
Entering Unmasked Estep 
Score: -23595424.000000 Penalty: 4013.292236
	Iteration 214Q: 3 clusters Score -2.359542e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101352 members 
Mstep: Class 2 contains 129283 members 
Entering Unmasked Estep 
Score: -23595346.000000 Penalty: 4013.292236
	Iteration 215Q: 3 clusters Score -2.359535e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101552 members 
Mstep: Class 2 contains 129083 members 
Entering Unmasked Estep 
Score: -23595302.000000 Penalty: 4013.292236
	Iteration 216Q: 3 clusters Score -2.35953e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101738 members 
Mstep: Class 2 contains 128897 members 
Entering Unmasked Estep 
Score: -23595272.000000 Penalty: 4013.292236
	Iteration 217Q: 3 clusters Score -2.359527e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101936 members 
Mstep: Class 2 contains 128699 members 
Entering Unmasked Estep 
Score: -23595254.000000 Penalty: 4013.292236
	Iteration 218Q: 3 clusters Score -2.359525e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102137 members 
Mstep: Class 2 contains 128498 members 
Entering Unmasked Estep 
Score: -23595274.000000 Penalty: 4013.292236
	Iteration 219Q: 3 clusters Score -2.359527e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102323 members 
Mstep: Class 2 contains 128312 members 
Entering Unmasked Estep 
Score: -23595250.000000 Penalty: 4013.292236
	Iteration 220F: 3 clusters Score -2.359525e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102518 members 
Mstep: Class 2 contains 128117 members 
Entering Unmasked Estep 
Score: -23595210.000000 Penalty: 4013.292236
	Iteration 221Q: 3 clusters Score -2.359521e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102729 members 
Mstep: Class 2 contains 127906 members 
Entering Unmasked Estep 
Score: -23595192.000000 Penalty: 4013.292236
	Iteration 222Q: 3 clusters Score -2.359519e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102926 members 
Mstep: Class 2 contains 127709 members 
Entering Unmasked Estep 
Score: -23595176.000000 Penalty: 4013.292236
	Iteration 223Q: 3 clusters Score -2.359518e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103132 members 
Mstep: Class 2 contains 127503 members 
Entering Unmasked Estep 
Score: -23595182.000000 Penalty: 4013.292236
	Iteration 224Q: 3 clusters Score -2.359518e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103324 members 
Mstep: Class 2 contains 127311 members 
Entering Unmasked Estep 
Score: -23595154.000000 Penalty: 4013.292236
	Iteration 225Q: 3 clusters Score -2.359515e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103501 members 
Mstep: Class 2 contains 127134 members 
Entering Unmasked Estep 
Score: -23595128.000000 Penalty: 4013.292236
	Iteration 226Q: 3 clusters Score -2.359513e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103656 members 
Mstep: Class 2 contains 126979 members 
Entering Unmasked Estep 
Score: -23595086.000000 Penalty: 4013.292236
	Iteration 227Q: 3 clusters Score -2.359509e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103815 members 
Mstep: Class 2 contains 126820 members 
Entering Unmasked Estep 
Score: -23595086.000000 Penalty: 4013.292236
	Iteration 228Q: 3 clusters Score -2.359509e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103993 members 
Mstep: Class 2 contains 126642 members 
Entering Unmasked Estep 
Score: -23595054.000000 Penalty: 4013.292236
	Iteration 229Q: 3 clusters Score -2.359505e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104151 members 
Mstep: Class 2 contains 126484 members 
Entering Unmasked Estep 
Score: -23595008.000000 Penalty: 4013.292236
	Iteration 230Q: 3 clusters Score -2.359501e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104333 members 
Mstep: Class 2 contains 126302 members 
Entering Unmasked Estep 
Score: -23595002.000000 Penalty: 4013.292236
	Iteration 231Q: 3 clusters Score -2.3595e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104531 members 
Mstep: Class 2 contains 126104 members 
Entering Unmasked Estep 
Score: -23595050.000000 Penalty: 4013.292236
	Iteration 232Q: 3 clusters Score -2.359505e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104729 members 
Mstep: Class 2 contains 125906 members 
Entering Unmasked Estep 
Score: -23595004.000000 Penalty: 4013.292236
	Iteration 233Q: 3 clusters Score -2.3595e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104945 members 
Mstep: Class 2 contains 125690 members 
Entering Unmasked Estep 
Score: -23595050.000000 Penalty: 4013.292236
	Iteration 234Q: 3 clusters Score -2.359505e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105166 members 
Mstep: Class 2 contains 125469 members 
Entering Unmasked Estep 
Score: -23595050.000000 Penalty: 4013.292236
	Iteration 235Q: 3 clusters Score -2.359505e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105381 members 
Mstep: Class 2 contains 125254 members 
Entering Unmasked Estep 
Score: -23595066.000000 Penalty: 4013.292236
	Iteration 236Q: 3 clusters Score -2.359507e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105600 members 
Mstep: Class 2 contains 125035 members 
Entering Unmasked Estep 
Score: -23595056.000000 Penalty: 4013.292236
	Iteration 237Q: 3 clusters Score -2.359506e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105808 members 
Mstep: Class 2 contains 124827 members 
Entering Unmasked Estep 
Score: -23595074.000000 Penalty: 4013.292236
	Iteration 238Q: 3 clusters Score -2.359507e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105995 members 
Mstep: Class 2 contains 124640 members 
Entering Unmasked Estep 
Score: -23595030.000000 Penalty: 4013.292236
	Iteration 239Q: 3 clusters Score -2.359503e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106169 members 
Mstep: Class 2 contains 124466 members 
Entering Unmasked Estep 
Score: -23594986.000000 Penalty: 4013.292236
	Iteration 240F: 3 clusters Score -2.359499e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106323 members 
Mstep: Class 2 contains 124312 members 
Entering Unmasked Estep 
Score: -23595016.000000 Penalty: 4013.292236
	Iteration 241Q: 3 clusters Score -2.359502e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106484 members 
Mstep: Class 2 contains 124151 members 
Entering Unmasked Estep 
Score: -23595040.000000 Penalty: 4013.292236
	Iteration 242Q: 3 clusters Score -2.359504e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106631 members 
Mstep: Class 2 contains 124004 members 
Entering Unmasked Estep 
Score: -23595082.000000 Penalty: 4013.292236
	Iteration 243Q: 3 clusters Score -2.359508e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106758 members 
Mstep: Class 2 contains 123877 members 
Entering Unmasked Estep 
Score: -23595032.000000 Penalty: 4013.292236
	Iteration 244Q: 3 clusters Score -2.359503e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106873 members 
Mstep: Class 2 contains 123762 members 
Entering Unmasked Estep 
Score: -23595016.000000 Penalty: 4013.292236
	Iteration 245Q: 3 clusters Score -2.359502e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106972 members 
Mstep: Class 2 contains 123663 members 
Entering Unmasked Estep 
Score: -23594992.000000 Penalty: 4013.292236
	Iteration 246Q: 3 clusters Score -2.359499e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107076 members 
Mstep: Class 2 contains 123559 members 
Entering Unmasked Estep 
Score: -23594984.000000 Penalty: 4013.292236
	Iteration 247Q: 3 clusters Score -2.359498e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107167 members 
Mstep: Class 2 contains 123468 members 
Entering Unmasked Estep 
Score: -23594996.000000 Penalty: 4013.292236
	Iteration 248Q: 3 clusters Score -2.3595e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107248 members 
Mstep: Class 2 contains 123387 members 
Entering Unmasked Estep 
Score: -23594992.000000 Penalty: 4013.292236
	Iteration 249Q: 3 clusters Score -2.359499e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107341 members 
Mstep: Class 2 contains 123294 members 
Entering Unmasked Estep 
Score: -23594982.000000 Penalty: 4013.292236
	Iteration 250Q: 3 clusters Score -2.359498e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107431 members 
Mstep: Class 2 contains 123204 members 
Entering Unmasked Estep 
Score: -23594954.000000 Penalty: 4013.292236
	Iteration 251Q: 3 clusters Score -2.359495e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107507 members 
Mstep: Class 2 contains 123128 members 
Entering Unmasked Estep 
Score: -23594938.000000 Penalty: 4013.292236
	Iteration 252Q: 3 clusters Score -2.359494e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107595 members 
Mstep: Class 2 contains 123040 members 
Entering Unmasked Estep 
Score: -23594924.000000 Penalty: 4013.292236
	Iteration 253Q: 3 clusters Score -2.359492e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107671 members 
Mstep: Class 2 contains 122964 members 
Entering Unmasked Estep 
Score: -23594930.000000 Penalty: 4013.292236
	Iteration 254Q: 3 clusters Score -2.359493e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107757 members 
Mstep: Class 2 contains 122878 members 
Entering Unmasked Estep 
Score: -23594934.000000 Penalty: 4013.292236
	Iteration 255Q: 3 clusters Score -2.359493e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107844 members 
Mstep: Class 2 contains 122791 members 
Entering Unmasked Estep 
Score: -23594946.000000 Penalty: 4013.292236
	Iteration 256Q: 3 clusters Score -2.359495e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107938 members 
Mstep: Class 2 contains 122697 members 
Entering Unmasked Estep 
Score: -23594952.000000 Penalty: 4013.292236
	Iteration 257Q: 3 clusters Score -2.359495e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108021 members 
Mstep: Class 2 contains 122614 members 
Entering Unmasked Estep 
Score: -23594948.000000 Penalty: 4013.292236
	Iteration 258Q: 3 clusters Score -2.359495e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108112 members 
Mstep: Class 2 contains 122523 members 
Entering Unmasked Estep 
Score: -23594952.000000 Penalty: 4013.292236
	Iteration 259Q: 3 clusters Score -2.359495e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108200 members 
Mstep: Class 2 contains 122435 members 
Entering Unmasked Estep 
Score: -23594928.000000 Penalty: 4013.292236
	Iteration 260F: 3 clusters Score -2.359493e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108289 members 
Mstep: Class 2 contains 122346 members 
Entering Unmasked Estep 
Score: -23594892.000000 Penalty: 4013.292236
	Iteration 261Q: 3 clusters Score -2.359489e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108370 members 
Mstep: Class 2 contains 122265 members 
Entering Unmasked Estep 
Score: -23594860.000000 Penalty: 4013.292236
	Iteration 262Q: 3 clusters Score -2.359486e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108454 members 
Mstep: Class 2 contains 122181 members 
Entering Unmasked Estep 
Score: -23594872.000000 Penalty: 4013.292236
	Iteration 263Q: 3 clusters Score -2.359487e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108557 members 
Mstep: Class 2 contains 122078 members 
Entering Unmasked Estep 
Score: -23594858.000000 Penalty: 4013.292236
	Iteration 264Q: 3 clusters Score -2.359486e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108684 members 
Mstep: Class 2 contains 121951 members 
Entering Unmasked Estep 
Score: -23594844.000000 Penalty: 4013.292236
	Iteration 265Q: 3 clusters Score -2.359484e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108812 members 
Mstep: Class 2 contains 121823 members 
Entering Unmasked Estep 
Score: -23594876.000000 Penalty: 4013.292236
	Iteration 266Q: 3 clusters Score -2.359488e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108940 members 
Mstep: Class 2 contains 121695 members 
Entering Unmasked Estep 
Score: -23594904.000000 Penalty: 4013.292236
	Iteration 267Q: 3 clusters Score -2.35949e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109082 members 
Mstep: Class 2 contains 121553 members 
Entering Unmasked Estep 
Score: -23594900.000000 Penalty: 4013.292236
	Iteration 268Q: 3 clusters Score -2.35949e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109218 members 
Mstep: Class 2 contains 121417 members 
Entering Unmasked Estep 
Score: -23594918.000000 Penalty: 4013.292236
	Iteration 269Q: 3 clusters Score -2.359492e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109360 members 
Mstep: Class 2 contains 121275 members 
Entering Unmasked Estep 
Score: -23594946.000000 Penalty: 4013.292236
	Iteration 270Q: 3 clusters Score -2.359495e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109521 members 
Mstep: Class 2 contains 121114 members 
Entering Unmasked Estep 
Score: -23594932.000000 Penalty: 4013.292236
	Iteration 271Q: 3 clusters Score -2.359493e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109685 members 
Mstep: Class 2 contains 120950 members 
Entering Unmasked Estep 
Score: -23594946.000000 Penalty: 4013.292236
	Iteration 272Q: 3 clusters Score -2.359495e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109854 members 
Mstep: Class 2 contains 120781 members 
Entering Unmasked Estep 
Score: -23594956.000000 Penalty: 4013.292236
	Iteration 273Q: 3 clusters Score -2.359496e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110035 members 
Mstep: Class 2 contains 120600 members 
Entering Unmasked Estep 
Score: -23594960.000000 Penalty: 4013.292236
	Iteration 274Q: 3 clusters Score -2.359496e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110231 members 
Mstep: Class 2 contains 120404 members 
Entering Unmasked Estep 
Score: -23594952.000000 Penalty: 4013.292236
	Iteration 275Q: 3 clusters Score -2.359495e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110424 members 
Mstep: Class 2 contains 120211 members 
Entering Unmasked Estep 
Score: -23594934.000000 Penalty: 4013.292236
	Iteration 276Q: 3 clusters Score -2.359493e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110620 members 
Mstep: Class 2 contains 120015 members 
Entering Unmasked Estep 
Score: -23594950.000000 Penalty: 4013.292236
	Iteration 277Q: 3 clusters Score -2.359495e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110802 members 
Mstep: Class 2 contains 119833 members 
Entering Unmasked Estep 
Score: -23594926.000000 Penalty: 4013.292236
	Iteration 278Q: 3 clusters Score -2.359493e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111006 members 
Mstep: Class 2 contains 119629 members 
Entering Unmasked Estep 
Score: -23594892.000000 Penalty: 4013.292236
	Iteration 279Q: 3 clusters Score -2.359489e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111233 members 
Mstep: Class 2 contains 119402 members 
Entering Unmasked Estep 
Score: -23594888.000000 Penalty: 4013.292236
	Iteration 280F: 3 clusters Score -2.359489e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111454 members 
Mstep: Class 2 contains 119181 members 
Entering Unmasked Estep 
Score: -23594878.000000 Penalty: 4013.292236
	Iteration 281Q: 3 clusters Score -2.359488e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111669 members 
Mstep: Class 2 contains 118966 members 
Entering Unmasked Estep 
Score: -23594886.000000 Penalty: 4013.292236
	Iteration 282Q: 3 clusters Score -2.359489e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111876 members 
Mstep: Class 2 contains 118759 members 
Entering Unmasked Estep 
Score: -23594878.000000 Penalty: 4013.292236
	Iteration 283Q: 3 clusters Score -2.359488e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112123 members 
Mstep: Class 2 contains 118512 members 
Entering Unmasked Estep 
Score: -23594874.000000 Penalty: 4013.292236
	Iteration 284Q: 3 clusters Score -2.359487e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112372 members 
Mstep: Class 2 contains 118263 members 
Entering Unmasked Estep 
Score: -23594806.000000 Penalty: 4013.292236
	Iteration 285Q: 3 clusters Score -2.359481e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112638 members 
Mstep: Class 2 contains 117997 members 
Entering Unmasked Estep 
Score: -23594762.000000 Penalty: 4013.292236
	Iteration 286Q: 3 clusters Score -2.359476e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112866 members 
Mstep: Class 2 contains 117769 members 
Entering Unmasked Estep 
Score: -23594694.000000 Penalty: 4013.292236
	Iteration 287Q: 3 clusters Score -2.359469e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113101 members 
Mstep: Class 2 contains 117534 members 
Entering Unmasked Estep 
Score: -23594724.000000 Penalty: 4013.292236
	Iteration 288Q: 3 clusters Score -2.359472e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113349 members 
Mstep: Class 2 contains 117286 members 
Entering Unmasked Estep 
Score: -23594648.000000 Penalty: 4013.292236
	Iteration 289Q: 3 clusters Score -2.359465e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113603 members 
Mstep: Class 2 contains 117032 members 
Entering Unmasked Estep 
Score: -23594604.000000 Penalty: 4013.292236
	Iteration 290Q: 3 clusters Score -2.35946e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113856 members 
Mstep: Class 2 contains 116779 members 
Entering Unmasked Estep 
Score: -23594546.000000 Penalty: 4013.292236
	Iteration 291Q: 3 clusters Score -2.359455e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114149 members 
Mstep: Class 2 contains 116486 members 
Entering Unmasked Estep 
Score: -23594538.000000 Penalty: 4013.292236
	Iteration 292Q: 3 clusters Score -2.359454e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114434 members 
Mstep: Class 2 contains 116201 members 
Entering Unmasked Estep 
Score: -23594580.000000 Penalty: 4013.292236
	Iteration 293Q: 3 clusters Score -2.359458e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114732 members 
Mstep: Class 2 contains 115903 members 
Entering Unmasked Estep 
Score: -23594578.000000 Penalty: 4013.292236
	Iteration 294Q: 3 clusters Score -2.359458e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115016 members 
Mstep: Class 2 contains 115619 members 
Entering Unmasked Estep 
Score: -23594528.000000 Penalty: 4013.292236
	Iteration 295Q: 3 clusters Score -2.359453e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115281 members 
Mstep: Class 2 contains 115354 members 
Entering Unmasked Estep 
Score: -23594576.000000 Penalty: 4013.292236
	Iteration 296Q: 3 clusters Score -2.359458e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115554 members 
Mstep: Class 2 contains 115081 members 
Entering Unmasked Estep 
Score: -23594596.000000 Penalty: 4013.292236
	Iteration 297Q: 3 clusters Score -2.35946e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115818 members 
Mstep: Class 2 contains 114817 members 
Entering Unmasked Estep 
Score: -23594584.000000 Penalty: 4013.292236
	Iteration 298Q: 3 clusters Score -2.359458e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116080 members 
Mstep: Class 2 contains 114555 members 
Entering Unmasked Estep 
Score: -23594628.000000 Penalty: 4013.292236
	Iteration 299Q: 3 clusters Score -2.359463e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116343 members 
Mstep: Class 2 contains 114292 members 
Entering Unmasked Estep 
Score: -23594606.000000 Penalty: 4013.292236
	Iteration 300F: 3 clusters Score -2.359461e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116621 members 
Mstep: Class 2 contains 114014 members 
Entering Unmasked Estep 
Score: -23594612.000000 Penalty: 4013.292236
	Iteration 301Q: 3 clusters Score -2.359461e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116892 members 
Mstep: Class 2 contains 113743 members 
Entering Unmasked Estep 
Score: -23594658.000000 Penalty: 4013.292236
	Iteration 302Q: 3 clusters Score -2.359466e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117187 members 
Mstep: Class 2 contains 113448 members 
Entering Unmasked Estep 
Score: -23594682.000000 Penalty: 4013.292236
	Iteration 303Q: 3 clusters Score -2.359468e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117469 members 
Mstep: Class 2 contains 113166 members 
Entering Unmasked Estep 
Score: -23594682.000000 Penalty: 4013.292236
	Iteration 304Q: 3 clusters Score -2.359468e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117764 members 
Mstep: Class 2 contains 112871 members 
Entering Unmasked Estep 
Score: -23594736.000000 Penalty: 4013.292236
	Iteration 305Q: 3 clusters Score -2.359474e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118080 members 
Mstep: Class 2 contains 112555 members 
Entering Unmasked Estep 
Score: -23594796.000000 Penalty: 4013.292236
	Iteration 306Q: 3 clusters Score -2.35948e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118416 members 
Mstep: Class 2 contains 112219 members 
Entering Unmasked Estep 
Score: -23594814.000000 Penalty: 4013.292236
	Iteration 307Q: 3 clusters Score -2.359481e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118740 members 
Mstep: Class 2 contains 111895 members 
Entering Unmasked Estep 
Score: -23594900.000000 Penalty: 4013.292236
	Iteration 308Q: 3 clusters Score -2.35949e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119106 members 
Mstep: Class 2 contains 111529 members 
Entering Unmasked Estep 
Score: -23594988.000000 Penalty: 4013.292236
	Iteration 309Q: 3 clusters Score -2.359499e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119485 members 
Mstep: Class 2 contains 111150 members 
Entering Unmasked Estep 
Score: -23595056.000000 Penalty: 4013.292236
	Iteration 310Q: 3 clusters Score -2.359506e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119854 members 
Mstep: Class 2 contains 110781 members 
Entering Unmasked Estep 
Score: -23595106.000000 Penalty: 4013.292236
	Iteration 311Q: 3 clusters Score -2.359511e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120246 members 
Mstep: Class 2 contains 110389 members 
Entering Unmasked Estep 
Score: -23595202.000000 Penalty: 4013.292236
	Iteration 312Q: 3 clusters Score -2.35952e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120654 members 
Mstep: Class 2 contains 109981 members 
Entering Unmasked Estep 
Score: -23595298.000000 Penalty: 4013.292236
	Iteration 313Q: 3 clusters Score -2.35953e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121056 members 
Mstep: Class 2 contains 109579 members 
Entering Unmasked Estep 
Score: -23595348.000000 Penalty: 4013.292236
	Iteration 314Q: 3 clusters Score -2.359535e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121478 members 
Mstep: Class 2 contains 109157 members 
Entering Unmasked Estep 
Score: -23595410.000000 Penalty: 4013.292236
	Iteration 315Q: 3 clusters Score -2.359541e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121925 members 
Mstep: Class 2 contains 108710 members 
Entering Unmasked Estep 
Score: -23595494.000000 Penalty: 4013.292236
	Iteration 316Q: 3 clusters Score -2.359549e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122381 members 
Mstep: Class 2 contains 108254 members 
Entering Unmasked Estep 
Score: -23595590.000000 Penalty: 4013.292236
	Iteration 317Q: 3 clusters Score -2.359559e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122853 members 
Mstep: Class 2 contains 107782 members 
Entering Unmasked Estep 
Score: -23595676.000000 Penalty: 4013.292236
	Iteration 318Q: 3 clusters Score -2.359568e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123355 members 
Mstep: Class 2 contains 107280 members 
Entering Unmasked Estep 
Score: -23595662.000000 Penalty: 4013.292236
	Iteration 319Q: 3 clusters Score -2.359566e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123905 members 
Mstep: Class 2 contains 106730 members 
Entering Unmasked Estep 
Score: -23595702.000000 Penalty: 4013.292236
	Iteration 320F: 3 clusters Score -2.35957e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124460 members 
Mstep: Class 2 contains 106175 members 
Entering Unmasked Estep 
Score: -23595752.000000 Penalty: 4013.292236
	Iteration 321Q: 3 clusters Score -2.359575e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124983 members 
Mstep: Class 2 contains 105652 members 
Entering Unmasked Estep 
Score: -23595854.000000 Penalty: 4013.292236
	Iteration 322Q: 3 clusters Score -2.359585e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125475 members 
Mstep: Class 2 contains 105160 members 
Entering Unmasked Estep 
Score: -23595938.000000 Penalty: 4013.292236
	Iteration 323Q: 3 clusters Score -2.359594e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125986 members 
Mstep: Class 2 contains 104649 members 
Entering Unmasked Estep 
Score: -23595930.000000 Penalty: 4013.292236
	Iteration 324Q: 3 clusters Score -2.359593e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126498 members 
Mstep: Class 2 contains 104137 members 
Entering Unmasked Estep 
Score: -23595912.000000 Penalty: 4013.292236
	Iteration 325Q: 3 clusters Score -2.359591e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126962 members 
Mstep: Class 2 contains 103673 members 
Entering Unmasked Estep 
Score: -23595944.000000 Penalty: 4013.292236
	Iteration 326Q: 3 clusters Score -2.359594e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127461 members 
Mstep: Class 2 contains 103174 members 
Entering Unmasked Estep 
Score: -23596094.000000 Penalty: 4013.292236
	Iteration 327Q: 3 clusters Score -2.359609e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127978 members 
Mstep: Class 2 contains 102657 members 
Entering Unmasked Estep 
Score: -23596084.000000 Penalty: 4013.292236
	Iteration 328Q: 3 clusters Score -2.359608e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128452 members 
Mstep: Class 2 contains 102183 members 
Entering Unmasked Estep 
Score: -23596162.000000 Penalty: 4013.292236
	Iteration 329Q: 3 clusters Score -2.359616e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128939 members 
Mstep: Class 2 contains 101696 members 
Entering Unmasked Estep 
Score: -23596240.000000 Penalty: 4013.292236
	Iteration 330Q: 3 clusters Score -2.359624e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129417 members 
Mstep: Class 2 contains 101218 members 
Entering Unmasked Estep 
Score: -23596396.000000 Penalty: 4013.292236
	Iteration 331Q: 3 clusters Score -2.35964e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129889 members 
Mstep: Class 2 contains 100746 members 
Entering Unmasked Estep 
Score: -23596422.000000 Penalty: 4013.292236
	Iteration 332Q: 3 clusters Score -2.359642e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130341 members 
Mstep: Class 2 contains 100294 members 
Entering Unmasked Estep 
Score: -23596470.000000 Penalty: 4013.292236
	Iteration 333Q: 3 clusters Score -2.359647e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130789 members 
Mstep: Class 2 contains 99846 members 
Entering Unmasked Estep 
Score: -23596536.000000 Penalty: 4013.292236
	Iteration 334Q: 3 clusters Score -2.359654e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131240 members 
Mstep: Class 2 contains 99395 members 
Entering Unmasked Estep 
Score: -23596624.000000 Penalty: 4013.292236
	Iteration 335Q: 3 clusters Score -2.359662e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131670 members 
Mstep: Class 2 contains 98965 members 
Entering Unmasked Estep 
Score: -23596740.000000 Penalty: 4013.292236
	Iteration 336Q: 3 clusters Score -2.359674e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132076 members 
Mstep: Class 2 contains 98559 members 
Entering Unmasked Estep 
Score: -23596820.000000 Penalty: 4013.292236
	Iteration 337Q: 3 clusters Score -2.359682e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132469 members 
Mstep: Class 2 contains 98166 members 
Entering Unmasked Estep 
Score: -23596836.000000 Penalty: 4013.292236
	Iteration 338Q: 3 clusters Score -2.359684e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132849 members 
Mstep: Class 2 contains 97786 members 
Entering Unmasked Estep 
Score: -23596892.000000 Penalty: 4013.292236
	Iteration 339Q: 3 clusters Score -2.359689e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133250 members 
Mstep: Class 2 contains 97385 members 
Entering Unmasked Estep 
Score: -23596878.000000 Penalty: 4013.292236
	Iteration 340F: 3 clusters Score -2.359688e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133620 members 
Mstep: Class 2 contains 97015 members 
Entering Unmasked Estep 
Score: -23596946.000000 Penalty: 4013.292236
	Iteration 341Q: 3 clusters Score -2.359695e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134015 members 
Mstep: Class 2 contains 96620 members 
Entering Unmasked Estep 
Score: -23596988.000000 Penalty: 4013.292236
	Iteration 342Q: 3 clusters Score -2.359699e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134413 members 
Mstep: Class 2 contains 96222 members 
Entering Unmasked Estep 
Score: -23597110.000000 Penalty: 4013.292236
	Iteration 343Q: 3 clusters Score -2.359711e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134818 members 
Mstep: Class 2 contains 95817 members 
Entering Unmasked Estep 
Score: -23597266.000000 Penalty: 4013.292236
	Iteration 344Q: 3 clusters Score -2.359727e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135248 members 
Mstep: Class 2 contains 95387 members 
Entering Unmasked Estep 
Score: -23597508.000000 Penalty: 4013.292236
	Iteration 345Q: 3 clusters Score -2.359751e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135644 members 
Mstep: Class 2 contains 94991 members 
Entering Unmasked Estep 
Score: -23597600.000000 Penalty: 4013.292236
	Iteration 346Q: 3 clusters Score -2.35976e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136014 members 
Mstep: Class 2 contains 94621 members 
Entering Unmasked Estep 
Score: -23597730.000000 Penalty: 4013.292236
	Iteration 347Q: 3 clusters Score -2.359773e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136422 members 
Mstep: Class 2 contains 94213 members 
Entering Unmasked Estep 
Score: -23597770.000000 Penalty: 4013.292236
	Iteration 348Q: 3 clusters Score -2.359777e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136846 members 
Mstep: Class 2 contains 93789 members 
Entering Unmasked Estep 
Score: -23597856.000000 Penalty: 4013.292236
	Iteration 349Q: 3 clusters Score -2.359786e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137286 members 
Mstep: Class 2 contains 93349 members 
Entering Unmasked Estep 
Score: -23597940.000000 Penalty: 4013.292236
	Iteration 350Q: 3 clusters Score -2.359794e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137726 members 
Mstep: Class 2 contains 92909 members 
Entering Unmasked Estep 
Score: -23598036.000000 Penalty: 4013.292236
	Iteration 351Q: 3 clusters Score -2.359804e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138203 members 
Mstep: Class 2 contains 92432 members 
Entering Unmasked Estep 
Score: -23598188.000000 Penalty: 4013.292236
	Iteration 352Q: 3 clusters Score -2.359819e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138683 members 
Mstep: Class 2 contains 91952 members 
Entering Unmasked Estep 
Score: -23598304.000000 Penalty: 4013.292236
	Iteration 353Q: 3 clusters Score -2.35983e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139150 members 
Mstep: Class 2 contains 91485 members 
Entering Unmasked Estep 
Score: -23598406.000000 Penalty: 4013.292236
	Iteration 354Q: 3 clusters Score -2.359841e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139612 members 
Mstep: Class 2 contains 91023 members 
Entering Unmasked Estep 
Score: -23598546.000000 Penalty: 4013.292236
	Iteration 355Q: 3 clusters Score -2.359855e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140065 members 
Mstep: Class 2 contains 90570 members 
Entering Unmasked Estep 
Score: -23598584.000000 Penalty: 4013.292236
	Iteration 356Q: 3 clusters Score -2.359858e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140519 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
Score: -23598670.000000 Penalty: 4013.292236
	Iteration 357Q: 3 clusters Score -2.359867e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140984 members 
Mstep: Class 2 contains 89651 members 
Entering Unmasked Estep 
Score: -23598722.000000 Penalty: 4013.292236
	Iteration 358Q: 3 clusters Score -2.359872e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141459 members 
Mstep: Class 2 contains 89176 members 
Entering Unmasked Estep 
Score: -23598778.000000 Penalty: 4013.292236
	Iteration 359Q: 3 clusters Score -2.359878e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141904 members 
Mstep: Class 2 contains 88731 members 
Entering Unmasked Estep 
Score: -23598774.000000 Penalty: 4013.292236
	Iteration 360F: 3 clusters Score -2.359877e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142370 members 
Mstep: Class 2 contains 88265 members 
Entering Unmasked Estep 
Score: -23598806.000000 Penalty: 4013.292236
	Iteration 361Q: 3 clusters Score -2.359881e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142831 members 
Mstep: Class 2 contains 87804 members 
Entering Unmasked Estep 
Score: -23598820.000000 Penalty: 4013.292236
	Iteration 362Q: 3 clusters Score -2.359882e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143309 members 
Mstep: Class 2 contains 87326 members 
Entering Unmasked Estep 
Score: -23599032.000000 Penalty: 4013.292236
	Iteration 363Q: 3 clusters Score -2.359903e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143929 members 
Mstep: Class 2 contains 86706 members 
Entering Unmasked Estep 
Score: -23599328.000000 Penalty: 4013.292236
	Iteration 364Q: 3 clusters Score -2.359933e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144802 members 
Mstep: Class 2 contains 85833 members 
Entering Unmasked Estep 
Score: -23599700.000000 Penalty: 4013.292236
	Iteration 365Q: 3 clusters Score -2.35997e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146076 members 
Mstep: Class 2 contains 84559 members 
Entering Unmasked Estep 
Score: -23600074.000000 Penalty: 4013.292236
	Iteration 366Q: 3 clusters Score -2.360007e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147976 members 
Mstep: Class 2 contains 82659 members 
Entering Unmasked Estep 
Score: -23600668.000000 Penalty: 4013.292236
	Iteration 367Q: 3 clusters Score -2.360067e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150706 members 
Mstep: Class 2 contains 79929 members 
Entering Unmasked Estep 
Score: -23600956.000000 Penalty: 4013.292236
	Iteration 368Q: 3 clusters Score -2.360096e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154485 members 
Mstep: Class 2 contains 76150 members 
Entering Unmasked Estep 
Score: -23600696.000000 Penalty: 4013.292236
	Iteration 369Q: 3 clusters Score -2.36007e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159763 members 
Mstep: Class 2 contains 70872 members 
Entering Unmasked Estep 
Score: -23599326.000000 Penalty: 4013.292236
	Iteration 370Q: 3 clusters Score -2.359933e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166389 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
Score: -23597230.000000 Penalty: 4013.292236
	Iteration 371Q: 3 clusters Score -2.359723e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174369 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -23593778.000000 Penalty: 4013.292236
	Iteration 372Q: 3 clusters Score -2.359378e+07 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183025 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -23588662.000000 Penalty: 4013.292236
	Iteration 373Q: 3 clusters Score -2.358866e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190970 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -23584266.000000 Penalty: 4013.292236
	Iteration 374Q: 3 clusters Score -2.358427e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197235 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -23580408.000000 Penalty: 4013.292236
	Iteration 375Q: 3 clusters Score -2.358041e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202056 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -23577612.000000 Penalty: 4013.292236
	Iteration 376Q: 3 clusters Score -2.357761e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205772 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -23576052.000000 Penalty: 4013.292236
	Iteration 377Q: 3 clusters Score -2.357605e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208844 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -23574984.000000 Penalty: 4013.292236
	Iteration 378Q: 3 clusters Score -2.357498e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211397 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -23574116.000000 Penalty: 4013.292236
	Iteration 379Q: 3 clusters Score -2.357412e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213501 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -23578370.000000 Penalty: 4013.292236
	Iteration 380F: 3 clusters Score -2.357837e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219692 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -23578238.000000 Penalty: 4013.292236
	Iteration 381Q: 3 clusters Score -2.357824e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223347 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -23578148.000000 Penalty: 4013.292236
	Iteration 382Q: 3 clusters Score -2.357815e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225690 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -23577972.000000 Penalty: 4013.292236
	Iteration 383Q: 3 clusters Score -2.357797e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227221 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -23577948.000000 Penalty: 4013.292236
	Iteration 384Q: 3 clusters Score -2.357795e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228277 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -23577902.000000 Penalty: 4013.292236
	Iteration 385Q: 3 clusters Score -2.35779e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228946 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -23577882.000000 Penalty: 4013.292236
	Iteration 386Q: 3 clusters Score -2.357788e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229352 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -23577952.000000 Penalty: 4013.292236
	Iteration 387Q: 3 clusters Score -2.357795e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229604 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -23578028.000000 Penalty: 4013.292236
	Iteration 388Q: 3 clusters Score -2.357803e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229768 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -23578090.000000 Penalty: 4013.292236
	Iteration 389Q: 3 clusters Score -2.357809e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229874 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -23578160.000000 Penalty: 4013.292236
	Iteration 390Q: 3 clusters Score -2.357816e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229949 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -23578134.000000 Penalty: 4013.292236
	Iteration 391Q: 3 clusters Score -2.357813e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229984 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -23578134.000000 Penalty: 4013.292236
	Iteration 392Q: 3 clusters Score -2.357813e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230012 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -23578144.000000 Penalty: 4013.292236
	Iteration 393Q: 3 clusters Score -2.357814e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230035 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -23578176.000000 Penalty: 4013.292236
	Iteration 394Q: 3 clusters Score -2.357818e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230054 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -23578182.000000 Penalty: 4013.292236
	Iteration 395Q: 3 clusters Score -2.357818e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230065 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -23578202.000000 Penalty: 4013.292236
	Iteration 396Q: 3 clusters Score -2.35782e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230074 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -23578190.000000 Penalty: 4013.292236
	Iteration 397Q: 3 clusters Score -2.357819e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230078 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -23578202.000000 Penalty: 4013.292236
	Iteration 398Q: 3 clusters Score -2.35782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230085 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -23578200.000000 Penalty: 4013.292236
	Iteration 399Q: 3 clusters Score -2.35782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230087 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -23578200.000000 Penalty: 4013.292236
	Iteration 400F: 3 clusters Score -2.35782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230091 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -23578202.000000 Penalty: 4013.292236
	Iteration 401Q: 3 clusters Score -2.35782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230098 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -23578194.000000 Penalty: 4013.292236
	Iteration 402Q: 3 clusters Score -2.357819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230104 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -23578196.000000 Penalty: 4013.292236
	Iteration 403Q: 3 clusters Score -2.35782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230108 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -23578198.000000 Penalty: 4013.292236
	Iteration 404Q: 3 clusters Score -2.35782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230110 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -23578196.000000 Penalty: 4013.292236
	Iteration 405Q: 3 clusters Score -2.35782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230112 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -23578182.000000 Penalty: 4013.292236
	Iteration 406Q: 3 clusters Score -2.357818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230114 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -23578190.000000 Penalty: 4013.292236
	Iteration 407Q: 3 clusters Score -2.357819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230117 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -23578194.000000 Penalty: 4013.292236
	Iteration 408Q: 3 clusters Score -2.357819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230117 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -23578194.000000 Penalty: 4013.292236
	Iteration 409F: 3 clusters Score -2.357819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 5644 members 
Mstep: Class 3 contains 135252 members 
Mstep: Class 4 contains 145850 members 
Mstep: Class 5 contains 37479 members 
Mstep: Class 7 contains 11377 members 
Mstep: Class 8 contains 4277 members 
Mstep: Class 9 contains 167991 members 
Mstep: Class 10 contains 3191 members 
Mstep: Class 11 contains 169785 members 
Mstep: Class 12 contains 209431 members 
Mstep: Class 16 contains 64718 members 
Mstep: Class 17 contains 6575 members 
Mstep: Class 20 contains 2638 members 
Mstep: Class 21 contains 59480 members 
Mstep: Class 22 contains 230635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127904736.000000 Penalty: 36575.996094
Iteration 119Q: 17 clusters Score -1.279047e+08 nChanged 11160
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 5446 members 
Mstep: Class 3 contains 141092 members 
Mstep: Class 4 contains 145503 members 
Mstep: Class 5 contains 37314 members 
Mstep: Class 7 contains 11412 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 166996 members 
Mstep: Class 10 contains 3196 members 
Mstep: Class 11 contains 168716 members 
Mstep: Class 12 contains 207240 members 
Mstep: Class 16 contains 64511 members 
Mstep: Class 17 contains 6636 members 
Mstep: Class 20 contains 2658 members 
Mstep: Class 21 contains 58809 members 
Mstep: Class 22 contains 230825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127909424.000000 Penalty: 36575.996094
Iteration 120F: 17 clusters Score -1.279094e+08 nChanged 14067
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 5272 members 
Mstep: Class 3 contains 147024 members 
Mstep: Class 4 contains 143893 members 
Mstep: Class 5 contains 36997 members 
Mstep: Class 7 contains 11451 members 
Mstep: Class 8 contains 4284 members 
Mstep: Class 9 contains 165198 members 
Mstep: Class 10 contains 3202 members 
Mstep: Class 11 contains 167415 members 
Mstep: Class 12 contains 207909 members 
Mstep: Class 16 contains 64261 members 
Mstep: Class 17 contains 6605 members 
Mstep: Class 20 contains 2656 members 
Mstep: Class 21 contains 58026 members 
Mstep: Class 22 contains 230817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127910328.000000 Penalty: 36575.996094
Iteration 121Q: 17 clusters Score -1.279103e+08 nChanged 13159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 5165 members 
Mstep: Class 3 contains 154106 members 
Mstep: Class 4 contains 142318 members 
Mstep: Class 5 contains 36624 members 
Mstep: Class 7 contains 11499 members 
Mstep: Class 8 contains 4288 members 
Mstep: Class 9 contains 163348 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 166067 members 
Mstep: Class 12 contains 207527 members 
Mstep: Class 16 contains 64021 members 
Mstep: Class 17 contains 6562 members 
Mstep: Class 20 contains 2666 members 
Mstep: Class 21 contains 57257 members 
Mstep: Class 22 contains 230734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127911560.000000 Penalty: 36575.996094
Iteration 122Q: 17 clusters Score -1.279116e+08 nChanged 13357
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 5063 members 
Mstep: Class 3 contains 162500 members 
Mstep: Class 4 contains 140521 members 
Mstep: Class 5 contains 36062 members 
Mstep: Class 7 contains 11531 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 161206 members 
Mstep: Class 10 contains 3210 members 
Mstep: Class 11 contains 164497 members 
Mstep: Class 12 contains 206905 members 
Mstep: Class 16 contains 63740 members 
Mstep: Class 17 contains 6479 members 
Mstep: Class 20 contains 2674 members 
Mstep: Class 21 contains 56628 members 
Mstep: Class 22 contains 230419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127912736.000000 Penalty: 36575.996094
Iteration 123Q: 17 clusters Score -1.279127e+08 nChanged 14107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 5004 members 
Mstep: Class 3 contains 172031 members 
Mstep: Class 4 contains 138339 members 
Mstep: Class 5 contains 35365 members 
Mstep: Class 7 contains 11548 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 158779 members 
Mstep: Class 10 contains 3209 members 
Mstep: Class 11 contains 162938 members 
Mstep: Class 12 contains 206205 members 
Mstep: Class 16 contains 63424 members 
Mstep: Class 17 contains 6357 members 
Mstep: Class 20 contains 2694 members 
Mstep: Class 21 contains 56104 members 
Mstep: Class 22 contains 229767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127914232.000000 Penalty: 36575.996094
Iteration 124Q: 17 clusters Score -1.279142e+08 nChanged 15492
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 4975 members 
Mstep: Class 3 contains 182396 members 
Mstep: Class 4 contains 135868 members 
Mstep: Class 5 contains 34592 members 
Mstep: Class 7 contains 11561 members 
Mstep: Class 8 contains 4300 members 
Mstep: Class 9 contains 156010 members 
Mstep: Class 10 contains 3210 members 
Mstep: Class 11 contains 161537 members 
Mstep: Class 12 contains 205461 members 
Mstep: Class 16 contains 63114 members 
Mstep: Class 17 contains 6200 members 
Mstep: Class 20 contains 2720 members 
Mstep: Class 21 contains 55889 members 
Mstep: Class 22 contains 228522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127915544.000000 Penalty: 36575.996094
Iteration 125Q: 17 clusters Score -1.279155e+08 nChanged 17798
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 193000 members 
Mstep: Class 4 contains 133360 members 
Mstep: Class 5 contains 33764 members 
Mstep: Class 7 contains 11566 members 
Mstep: Class 8 contains 4299 members 
Mstep: Class 9 contains 153423 members 
Mstep: Class 10 contains 3202 members 
Mstep: Class 11 contains 159944 members 
Mstep: Class 12 contains 205241 members 
Mstep: Class 16 contains 63049 members 
Mstep: Class 17 contains 6019 members 
Mstep: Class 20 contains 2742 members 
Mstep: Class 21 contains 55980 members 
Mstep: Class 22 contains 226070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127915128.000000 Penalty: 36575.996094
Iteration 126Q: 17 clusters Score -1.279151e+08 nChanged 19941
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 5045 members 
Mstep: Class 3 contains 202655 members 
Mstep: Class 4 contains 131218 members 
Mstep: Class 5 contains 32953 members 
Mstep: Class 7 contains 11553 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 151234 members 
Mstep: Class 10 contains 3201 members 
Mstep: Class 11 contains 158452 members 
Mstep: Class 12 contains 205668 members 
Mstep: Class 16 contains 63256 members 
Mstep: Class 17 contains 5890 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 56338 members 
Mstep: Class 22 contains 222366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127912840.000000 Penalty: 36575.996094
Iteration 127Q: 17 clusters Score -1.279128e+08 nChanged 20592
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 5129 members 
Mstep: Class 3 contains 210328 members 
Mstep: Class 4 contains 129601 members 
Mstep: Class 5 contains 32386 members 
Mstep: Class 7 contains 11503 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 149744 members 
Mstep: Class 10 contains 3187 members 
Mstep: Class 11 contains 157074 members 
Mstep: Class 12 contains 206786 members 
Mstep: Class 16 contains 63639 members 
Mstep: Class 17 contains 5865 members 
Mstep: Class 20 contains 2756 members 
Mstep: Class 21 contains 56813 members 
Mstep: Class 22 contains 217966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127910080.000000 Penalty: 36575.996094
Iteration 128Q: 17 clusters Score -1.279101e+08 nChanged 19326
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 5230 members 
Mstep: Class 3 contains 214747 members 
Mstep: Class 4 contains 128771 members 
Mstep: Class 5 contains 32110 members 
Mstep: Class 7 contains 11402 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 148964 members 
Mstep: Class 10 contains 3167 members 
Mstep: Class 11 contains 156419 members 
Mstep: Class 12 contains 208287 members 
Mstep: Class 16 contains 64229 members 
Mstep: Class 17 contains 5898 members 
Mstep: Class 20 contains 2760 members 
Mstep: Class 21 contains 57349 members 
Mstep: Class 22 contains 213594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127907504.000000 Penalty: 36575.996094
Iteration 129Q: 17 clusters Score -1.279075e+08 nChanged 16934
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 5358 members 
Mstep: Class 3 contains 216226 members 
Mstep: Class 4 contains 128581 members 
Mstep: Class 5 contains 32080 members 
Mstep: Class 7 contains 11275 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 148801 members 
Mstep: Class 10 contains 3150 members 
Mstep: Class 11 contains 156273 members 
Mstep: Class 12 contains 209832 members 
Mstep: Class 16 contains 64898 members 
Mstep: Class 17 contains 5985 members 
Mstep: Class 20 contains 2769 members 
Mstep: Class 21 contains 57888 members 
Mstep: Class 22 contains 209922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127905808.000000 Penalty: 36575.996094
Iteration 130Q: 17 clusters Score -1.279058e+08 nChanged 14384
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 215475 members 
Mstep: Class 4 contains 128730 members 
Mstep: Class 5 contains 32202 members 
Mstep: Class 7 contains 11124 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 149058 members 
Mstep: Class 10 contains 3123 members 
Mstep: Class 11 contains 156550 members 
Mstep: Class 12 contains 211169 members 
Mstep: Class 16 contains 65575 members 
Mstep: Class 17 contains 6088 members 
Mstep: Class 20 contains 2786 members 
Mstep: Class 21 contains 58461 members 
Mstep: Class 22 contains 207330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127905392.000000 Penalty: 36575.996094
Iteration 131Q: 17 clusters Score -1.279054e+08 nChanged 11932
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 5620 members 
Mstep: Class 3 contains 213399 members 
Mstep: Class 4 contains 129029 members 
Mstep: Class 5 contains 32404 members 
Mstep: Class 7 contains 10932 members 
Mstep: Class 8 contains 4285 members 
Mstep: Class 9 contains 149490 members 
Mstep: Class 10 contains 3103 members 
Mstep: Class 11 contains 157106 members 
Mstep: Class 12 contains 212215 members 
Mstep: Class 16 contains 66204 members 
Mstep: Class 17 contains 6203 members 
Mstep: Class 20 contains 2797 members 
Mstep: Class 21 contains 58968 members 
Mstep: Class 22 contains 205778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127905592.000000 Penalty: 36575.996094
Iteration 132Q: 17 clusters Score -1.279056e+08 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 5742 members 
Mstep: Class 3 contains 210361 members 
Mstep: Class 4 contains 129447 members 
Mstep: Class 5 contains 32642 members 
Mstep: Class 7 contains 10733 members 
Mstep: Class 8 contains 4279 members 
Mstep: Class 9 contains 150040 members 
Mstep: Class 10 contains 3079 members 
Mstep: Class 11 contains 157760 members 
Mstep: Class 12 contains 212999 members 
Mstep: Class 16 contains 66748 members 
Mstep: Class 17 contains 6310 members 
Mstep: Class 20 contains 2808 members 
Mstep: Class 21 contains 59448 members 
Mstep: Class 22 contains 205200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127905712.000000 Penalty: 36575.996094
Iteration 133Q: 17 clusters Score -1.279057e+08 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 5838 members 
Mstep: Class 3 contains 207074 members 
Mstep: Class 4 contains 129915 members 
Mstep: Class 5 contains 32849 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 150594 members 
Mstep: Class 10 contains 3070 members 
Mstep: Class 11 contains 158417 members 
Mstep: Class 12 contains 213558 members 
Mstep: Class 16 contains 67182 members 
Mstep: Class 17 contains 6399 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 59844 members 
Mstep: Class 22 contains 205257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127906272.000000 Penalty: 36575.996094
Iteration 134Q: 17 clusters Score -1.279063e+08 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 5924 members 
Mstep: Class 3 contains 203876 members 
Mstep: Class 4 contains 130332 members 
Mstep: Class 5 contains 33049 members 
Mstep: Class 7 contains 10357 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 151079 members 
Mstep: Class 10 contains 3059 members 
Mstep: Class 11 contains 159082 members 
Mstep: Class 12 contains 213852 members 
Mstep: Class 16 contains 67511 members 
Mstep: Class 17 contains 6497 members 
Mstep: Class 20 contains 2828 members 
Mstep: Class 21 contains 60208 members 
Mstep: Class 22 contains 205778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127906824.000000 Penalty: 36575.996094
Iteration 135Q: 17 clusters Score -1.279068e+08 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 5994 members 
Mstep: Class 3 contains 200966 members 
Mstep: Class 4 contains 130672 members 
Mstep: Class 5 contains 33269 members 
Mstep: Class 7 contains 10202 members 
Mstep: Class 8 contains 4256 members 
Mstep: Class 9 contains 151450 members 
Mstep: Class 10 contains 3054 members 
Mstep: Class 11 contains 159682 members 
Mstep: Class 12 contains 214004 members 
Mstep: Class 16 contains 67766 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 20 contains 2837 members 
Mstep: Class 21 contains 60515 members 
Mstep: Class 22 contains 206517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127907200.000000 Penalty: 36575.996094
Iteration 136Q: 17 clusters Score -1.279072e+08 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 6023 members 
Mstep: Class 3 contains 198463 members 
Mstep: Class 4 contains 130966 members 
Mstep: Class 5 contains 33439 members 
Mstep: Class 7 contains 10068 members 
Mstep: Class 8 contains 4251 members 
Mstep: Class 9 contains 151793 members 
Mstep: Class 10 contains 3050 members 
Mstep: Class 11 contains 160111 members 
Mstep: Class 12 contains 214008 members 
Mstep: Class 16 contains 67934 members 
Mstep: Class 17 contains 6700 members 
Mstep: Class 20 contains 2845 members 
Mstep: Class 21 contains 60782 members 
Mstep: Class 22 contains 207426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127907560.000000 Penalty: 36575.996094
Iteration 137Q: 17 clusters Score -1.279076e+08 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 6054 members 
Mstep: Class 3 contains 196274 members 
Mstep: Class 4 contains 131199 members 
Mstep: Class 5 contains 33604 members 
Mstep: Class 7 contains 9965 members 
Mstep: Class 8 contains 4245 members 
Mstep: Class 9 contains 152120 members 
Mstep: Class 10 contains 3043 members 
Mstep: Class 11 contains 160456 members 
Mstep: Class 12 contains 213885 members 
Mstep: Class 16 contains 68054 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 20 contains 2849 members 
Mstep: Class 21 contains 61021 members 
Mstep: Class 22 contains 208390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127907616.000000 Penalty: 36575.996094
Iteration 138Q: 17 clusters Score -1.279076e+08 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 6073 members 
Mstep: Class 3 contains 194458 members 
Mstep: Class 4 contains 131399 members 
Mstep: Class 5 contains 33786 members 
Mstep: Class 7 contains 9865 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 152384 members 
Mstep: Class 10 contains 3034 members 
Mstep: Class 11 contains 160713 members 
Mstep: Class 12 contains 213629 members 
Mstep: Class 16 contains 68149 members 
Mstep: Class 17 contains 6881 members 
Mstep: Class 20 contains 2857 members 
Mstep: Class 21 contains 61206 members 
Mstep: Class 22 contains 209360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127908104.000000 Penalty: 36575.996094
Iteration 139Q: 17 clusters Score -1.279081e+08 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 6091 members 
Mstep: Class 3 contains 192999 members 
Mstep: Class 4 contains 131540 members 
Mstep: Class 5 contains 33919 members 
Mstep: Class 7 contains 9772 members 
Mstep: Class 8 contains 4224 members 
Mstep: Class 9 contains 152545 members 
Mstep: Class 10 contains 3028 members 
Mstep: Class 11 contains 160947 members 
Mstep: Class 12 contains 213298 members 
Mstep: Class 16 contains 68203 members 
Mstep: Class 17 contains 6947 members 
Mstep: Class 20 contains 2862 members 
Mstep: Class 21 contains 61351 members 
Mstep: Class 22 contains 210375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127909176.000000 Penalty: 36575.996094
Iteration 140F: 17 clusters Score -1.279092e+08 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 6149 members 
Mstep: Class 3 contains 192683 members 
Mstep: Class 4 contains 131581 members 
Mstep: Class 5 contains 34032 members 
Mstep: Class 7 contains 9687 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 152581 members 
Mstep: Class 10 contains 3020 members 
Mstep: Class 11 contains 160949 members 
Mstep: Class 12 contains 212888 members 
Mstep: Class 16 contains 68223 members 
Mstep: Class 17 contains 7006 members 
Mstep: Class 20 contains 2857 members 
Mstep: Class 21 contains 61473 members 
Mstep: Class 22 contains 210819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127908992.000000 Penalty: 36575.996094
Iteration 141Q: 17 clusters Score -1.27909e+08 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 6199 members 
Mstep: Class 3 contains 192091 members 
Mstep: Class 4 contains 131630 members 
Mstep: Class 5 contains 34149 members 
Mstep: Class 7 contains 9606 members 
Mstep: Class 8 contains 4218 members 
Mstep: Class 9 contains 152634 members 
Mstep: Class 10 contains 3011 members 
Mstep: Class 11 contains 161063 members 
Mstep: Class 12 contains 212473 members 
Mstep: Class 16 contains 68274 members 
Mstep: Class 17 contains 7059 members 
Mstep: Class 20 contains 2861 members 
Mstep: Class 21 contains 61604 members 
Mstep: Class 22 contains 211367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127908592.000000 Penalty: 36575.996094
Iteration 142Q: 17 clusters Score -1.279086e+08 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 6236 members 
Mstep: Class 3 contains 191548 members 
Mstep: Class 4 contains 131687 members 
Mstep: Class 5 contains 34259 members 
Mstep: Class 7 contains 9538 members 
Mstep: Class 8 contains 4213 members 
Mstep: Class 9 contains 152694 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 161216 members 
Mstep: Class 12 contains 212026 members 
Mstep: Class 16 contains 68296 members 
Mstep: Class 17 contains 7105 members 
Mstep: Class 20 contains 2860 members 
Mstep: Class 21 contains 61696 members 
Mstep: Class 22 contains 211932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127908640.000000 Penalty: 36575.996094
Iteration 143Q: 17 clusters Score -1.279086e+08 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 6262 members 
Mstep: Class 3 contains 191048 members 
Mstep: Class 4 contains 131768 members 
Mstep: Class 5 contains 34350 members 
Mstep: Class 7 contains 9475 members 
Mstep: Class 8 contains 4205 members 
Mstep: Class 9 contains 152750 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 161343 members 
Mstep: Class 12 contains 211572 members 
Mstep: Class 16 contains 68290 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 20 contains 2867 members 
Mstep: Class 21 contains 61795 members 
Mstep: Class 22 contains 212507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127908872.000000 Penalty: 36575.996094
Iteration 144Q: 17 clusters Score -1.279089e+08 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 6296 members 
Mstep: Class 3 contains 190645 members 
Mstep: Class 4 contains 131829 members 
Mstep: Class 5 contains 34431 members 
Mstep: Class 7 contains 9411 members 
Mstep: Class 8 contains 4200 members 
Mstep: Class 9 contains 152786 members 
Mstep: Class 10 contains 2990 members 
Mstep: Class 11 contains 161481 members 
Mstep: Class 12 contains 211134 members 
Mstep: Class 16 contains 68276 members 
Mstep: Class 17 contains 7190 members 
Mstep: Class 20 contains 2871 members 
Mstep: Class 21 contains 61861 members 
Mstep: Class 22 contains 213070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127909216.000000 Penalty: 36575.996094
Iteration 145Q: 17 clusters Score -1.279092e+08 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 6317 members 
Mstep: Class 3 contains 190284 members 
Mstep: Class 4 contains 131901 members 
Mstep: Class 5 contains 34510 members 
Mstep: Class 7 contains 9352 members 
Mstep: Class 8 contains 4192 members 
Mstep: Class 9 contains 152823 members 
Mstep: Class 10 contains 2982 members 
Mstep: Class 11 contains 161574 members 
Mstep: Class 12 contains 210697 members 
Mstep: Class 16 contains 68266 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 20 contains 2875 members 
Mstep: Class 21 contains 61907 members 
Mstep: Class 22 contains 213642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127909800.000000 Penalty: 36575.996094
Iteration 146Q: 17 clusters Score -1.279098e+08 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 189955 members 
Mstep: Class 4 contains 131968 members 
Mstep: Class 5 contains 34558 members 
Mstep: Class 7 contains 9287 members 
Mstep: Class 8 contains 4182 members 
Mstep: Class 9 contains 152839 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 161730 members 
Mstep: Class 12 contains 210291 members 
Mstep: Class 16 contains 68233 members 
Mstep: Class 17 contains 7258 members 
Mstep: Class 20 contains 2877 members 
Mstep: Class 21 contains 61941 members 
Mstep: Class 22 contains 214202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127910624.000000 Penalty: 36575.996094
Iteration 147Q: 17 clusters Score -1.279106e+08 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 6335 members 
Mstep: Class 3 contains 189710 members 
Mstep: Class 4 contains 132027 members 
Mstep: Class 5 contains 34596 members 
Mstep: Class 7 contains 9220 members 
Mstep: Class 8 contains 4176 members 
Mstep: Class 9 contains 152882 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 161795 members 
Mstep: Class 12 contains 209894 members 
Mstep: Class 16 contains 68206 members 
Mstep: Class 17 contains 7280 members 
Mstep: Class 20 contains 2886 members 
Mstep: Class 21 contains 61963 members 
Mstep: Class 22 contains 214740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127911168.000000 Penalty: 36575.996094
Iteration 148Q: 17 clusters Score -1.279112e+08 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 6350 members 
Mstep: Class 3 contains 189421 members 
Mstep: Class 4 contains 132082 members 
Mstep: Class 5 contains 34627 members 
Mstep: Class 7 contains 9160 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 152909 members 
Mstep: Class 10 contains 2967 members 
Mstep: Class 11 contains 161873 members 
Mstep: Class 12 contains 209506 members 
Mstep: Class 16 contains 68191 members 
Mstep: Class 17 contains 7302 members 
Mstep: Class 20 contains 2889 members 
Mstep: Class 21 contains 61994 members 
Mstep: Class 22 contains 215297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127911448.000000 Penalty: 36575.996094
Iteration 149Q: 17 clusters Score -1.279114e+08 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 6370 members 
Mstep: Class 3 contains 189147 members 
Mstep: Class 4 contains 132125 members 
Mstep: Class 5 contains 34646 members 
Mstep: Class 7 contains 9087 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 152919 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 161975 members 
Mstep: Class 12 contains 209172 members 
Mstep: Class 16 contains 68155 members 
Mstep: Class 17 contains 7332 members 
Mstep: Class 20 contains 2888 members 
Mstep: Class 21 contains 62005 members 
Mstep: Class 22 contains 215836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127911848.000000 Penalty: 36575.996094
Iteration 150Q: 17 clusters Score -1.279118e+08 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 6396 members 
Mstep: Class 3 contains 188921 members 
Mstep: Class 4 contains 132161 members 
Mstep: Class 5 contains 34678 members 
Mstep: Class 7 contains 9030 members 
Mstep: Class 8 contains 4163 members 
Mstep: Class 9 contains 152931 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 162054 members 
Mstep: Class 12 contains 208839 members 
Mstep: Class 16 contains 68105 members 
Mstep: Class 17 contains 7363 members 
Mstep: Class 20 contains 2887 members 
Mstep: Class 21 contains 62024 members 
Mstep: Class 22 contains 216308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127912136.000000 Penalty: 36575.996094
Iteration 151Q: 17 clusters Score -1.279121e+08 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 6398 members 
Mstep: Class 3 contains 188766 members 
Mstep: Class 4 contains 132189 members 
Mstep: Class 5 contains 34691 members 
Mstep: Class 7 contains 8952 members 
Mstep: Class 8 contains 4159 members 
Mstep: Class 9 contains 152924 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 162162 members 
Mstep: Class 12 contains 208500 members 
Mstep: Class 16 contains 68051 members 
Mstep: Class 17 contains 7392 members 
Mstep: Class 20 contains 2893 members 
Mstep: Class 21 contains 62032 members 
Mstep: Class 22 contains 216789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127912088.000000 Penalty: 36575.996094
Iteration 152Q: 17 clusters Score -1.279121e+08 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 6398 members 
Mstep: Class 3 contains 188635 members 
Mstep: Class 4 contains 132223 members 
Mstep: Class 5 contains 34711 members 
Mstep: Class 7 contains 8868 members 
Mstep: Class 8 contains 4156 members 
Mstep: Class 9 contains 152913 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 162286 members 
Mstep: Class 12 contains 208153 members 
Mstep: Class 16 contains 67997 members 
Mstep: Class 17 contains 7420 members 
Mstep: Class 20 contains 2891 members 
Mstep: Class 21 contains 62045 members 
Mstep: Class 22 contains 217240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127912720.000000 Penalty: 36575.996094
Iteration 153Q: 17 clusters Score -1.279127e+08 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 6386 members 
Mstep: Class 3 contains 188576 members 
Mstep: Class 4 contains 132246 members 
Mstep: Class 5 contains 34733 members 
Mstep: Class 7 contains 8797 members 
Mstep: Class 8 contains 4155 members 
Mstep: Class 9 contains 152910 members 
Mstep: Class 10 contains 2962 members 
Mstep: Class 11 contains 162391 members 
Mstep: Class 12 contains 207798 members 
Mstep: Class 16 contains 67930 members 
Mstep: Class 17 contains 7442 members 
Mstep: Class 20 contains 2891 members 
Mstep: Class 21 contains 62057 members 
Mstep: Class 22 contains 217661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127912576.000000 Penalty: 36575.996094
Iteration 154Q: 17 clusters Score -1.279126e+08 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 6383 members 
Mstep: Class 3 contains 188564 members 
Mstep: Class 4 contains 132296 members 
Mstep: Class 5 contains 34744 members 
Mstep: Class 7 contains 8734 members 
Mstep: Class 8 contains 4154 members 
Mstep: Class 9 contains 152918 members 
Mstep: Class 10 contains 2962 members 
Mstep: Class 11 contains 162447 members 
Mstep: Class 12 contains 207429 members 
Mstep: Class 16 contains 67876 members 
Mstep: Class 17 contains 7462 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 62070 members 
Mstep: Class 22 contains 218040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127912960.000000 Penalty: 36575.996094
Iteration 155Q: 17 clusters Score -1.27913e+08 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 6385 members 
Mstep: Class 3 contains 188526 members 
Mstep: Class 4 contains 132359 members 
Mstep: Class 5 contains 34766 members 
Mstep: Class 7 contains 8684 members 
Mstep: Class 8 contains 4153 members 
Mstep: Class 9 contains 152918 members 
Mstep: Class 10 contains 2959 members 
Mstep: Class 11 contains 162458 members 
Mstep: Class 12 contains 207101 members 
Mstep: Class 16 contains 67829 members 
Mstep: Class 17 contains 7485 members 
Mstep: Class 20 contains 2899 members 
Mstep: Class 21 contains 62082 members 
Mstep: Class 22 contains 218403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127913048.000000 Penalty: 36575.996094
Iteration 156Q: 17 clusters Score -1.27913e+08 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 6393 members 
Mstep: Class 3 contains 188494 members 
Mstep: Class 4 contains 132417 members 
Mstep: Class 5 contains 34782 members 
Mstep: Class 7 contains 8628 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 152925 members 
Mstep: Class 10 contains 2956 members 
Mstep: Class 11 contains 162461 members 
Mstep: Class 12 contains 206766 members 
Mstep: Class 16 contains 67799 members 
Mstep: Class 17 contains 7502 members 
Mstep: Class 20 contains 2899 members 
Mstep: Class 21 contains 62096 members 
Mstep: Class 22 contains 218776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127913040.000000 Penalty: 36575.996094
Iteration 157Q: 17 clusters Score -1.27913e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 6407 members 
Mstep: Class 3 contains 188543 members 
Mstep: Class 4 contains 132463 members 
Mstep: Class 5 contains 34798 members 
Mstep: Class 7 contains 8565 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 152926 members 
Mstep: Class 10 contains 2953 members 
Mstep: Class 11 contains 162474 members 
Mstep: Class 12 contains 206411 members 
Mstep: Class 16 contains 67756 members 
Mstep: Class 17 contains 7510 members 
Mstep: Class 20 contains 2904 members 
Mstep: Class 21 contains 62114 members 
Mstep: Class 22 contains 219130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127913352.000000 Penalty: 36575.996094
Iteration 158Q: 17 clusters Score -1.279134e+08 nChanged 1726
Entering ConstructFrom: 
Score: -127913352.000000 Penalty: 36575.996094
Entering ConstructFrom: 
Trying to split cluster 1 (27662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Entering Unmasked Estep 
Score: -2695014.250000 Penalty: 1662.019897
	Iteration 0F: 2 clusters Score -2695014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2676349.750000 Penalty: 3324.039795
	Iteration 0F: 3 clusters Score -2676350 nChanged 12692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2683454.500000 Penalty: 3324.039795
	Iteration 1F: 3 clusters Score -2683454 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2683829.750000 Penalty: 3324.039795
	Iteration 2Q: 3 clusters Score -2683830 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2684169.500000 Penalty: 3324.039795
	Iteration 3Q: 3 clusters Score -2684170 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2684506.500000 Penalty: 3324.039795
	Iteration 4Q: 3 clusters Score -2684506 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2684876.500000 Penalty: 3324.039795
	Iteration 5Q: 3 clusters Score -2684876 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2685306.750000 Penalty: 3324.039795
	Iteration 6Q: 3 clusters Score -2685307 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2685852.750000 Penalty: 3324.039795
	Iteration 7Q: 3 clusters Score -2685853 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2686590.250000 Penalty: 3324.039795
	Iteration 8Q: 3 clusters Score -2686590 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2687519.000000 Penalty: 3324.039795
	Iteration 9F: 3 clusters Score -2687519 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2688751.500000 Penalty: 3324.039795
	Iteration 10F: 3 clusters Score -2688752 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2690103.250000 Penalty: 3324.039795
	Iteration 11F: 3 clusters Score -2690103 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2691354.000000 Penalty: 3324.039795
	Iteration 12Q: 3 clusters Score -2691354 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2692202.500000 Penalty: 3324.039795
	Iteration 13Q: 3 clusters Score -2692202 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2692704.000000 Penalty: 3324.039795
	Iteration 14Q: 3 clusters Score -2692704 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2693017.750000 Penalty: 3324.039795
	Iteration 15Q: 3 clusters Score -2693018 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2693237.500000 Penalty: 3324.039795
	Iteration 16Q: 3 clusters Score -2693238 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2693345.000000 Penalty: 3324.039795
	Iteration 17Q: 3 clusters Score -2693345 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2693429.500000 Penalty: 3324.039795
	Iteration 18Q: 3 clusters Score -2693430 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2693476.000000 Penalty: 3324.039795
	Iteration 19Q: 3 clusters Score -2693476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2693506.750000 Penalty: 3324.039795
	Iteration 20F: 3 clusters Score -2693507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2693524.250000 Penalty: 3324.039795
	Iteration 21Q: 3 clusters Score -2693524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2693539.500000 Penalty: 3324.039795
	Iteration 22Q: 3 clusters Score -2693540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2693549.000000 Penalty: 3324.039795
	Iteration 23Q: 3 clusters Score -2693549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2693556.000000 Penalty: 3324.039795
	Iteration 24Q: 3 clusters Score -2693556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2693568.000000 Penalty: 3324.039795
	Iteration 25Q: 3 clusters Score -2693568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2693564.500000 Penalty: 3324.039795
	Iteration 26Q: 3 clusters Score -2693564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2693566.250000 Penalty: 3324.039795
	Iteration 27Q: 3 clusters Score -2693566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2693567.250000 Penalty: 3324.039795
	Iteration 28Q: 3 clusters Score -2693567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2693569.750000 Penalty: 3324.039795
	Iteration 29Q: 3 clusters Score -2693570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2693571.250000 Penalty: 3324.039795
	Iteration 30Q: 3 clusters Score -2693571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2693571.000000 Penalty: 3324.039795
	Iteration 31Q: 3 clusters Score -2693571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2693573.000000 Penalty: 3324.039795
	Iteration 32Q: 3 clusters Score -2693573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2693572.500000 Penalty: 3324.039795
	Iteration 33Q: 3 clusters Score -2693572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2693575.000000 Penalty: 3324.039795
	Iteration 34Q: 3 clusters Score -2693575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2693577.750000 Penalty: 3324.039795
	Iteration 35Q: 3 clusters Score -2693578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2693582.250000 Penalty: 3324.039795
	Iteration 36Q: 3 clusters Score -2693582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2693586.250000 Penalty: 3324.039795
	Iteration 37Q: 3 clusters Score -2693586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2693591.000000 Penalty: 3324.039795
	Iteration 38Q: 3 clusters Score -2693591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2693595.000000 Penalty: 3324.039795
	Iteration 39Q: 3 clusters Score -2693595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2693598.000000 Penalty: 3324.039795
	Iteration 40F: 3 clusters Score -2693598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Entering Unmasked Estep 
Score: -650340.125000 Penalty: 1424.589844
	Iteration 0F: 2 clusters Score -650340.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -645437.750000 Penalty: 2849.179688
	Iteration 0F: 3 clusters Score -645437.8 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -646893.000000 Penalty: 2849.179688
	Iteration 1F: 3 clusters Score -646893 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -647113.250000 Penalty: 2849.179688
	Iteration 2F: 3 clusters Score -647113.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -647253.937500 Penalty: 2849.179688
	Iteration 3F: 3 clusters Score -647253.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -647355.875000 Penalty: 2849.179688
	Iteration 4Q: 3 clusters Score -647355.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -647422.062500 Penalty: 2849.179688
	Iteration 5Q: 3 clusters Score -647422.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -647469.187500 Penalty: 2849.179688
	Iteration 6Q: 3 clusters Score -647469.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -647508.625000 Penalty: 2849.179688
	Iteration 7Q: 3 clusters Score -647508.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -647539.250000 Penalty: 2849.179688
	Iteration 8Q: 3 clusters Score -647539.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -647569.937500 Penalty: 2849.179688
	Iteration 9Q: 3 clusters Score -647569.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -647594.312500 Penalty: 2849.179688
	Iteration 10Q: 3 clusters Score -647594.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -647614.187500 Penalty: 2849.179688
	Iteration 11Q: 3 clusters Score -647614.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -647633.562500 Penalty: 2849.179688
	Iteration 12Q: 3 clusters Score -647633.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -647654.000000 Penalty: 2849.179688
	Iteration 13Q: 3 clusters Score -647654 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -647672.375000 Penalty: 2849.179688
	Iteration 14Q: 3 clusters Score -647672.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -647687.875000 Penalty: 2849.179688
	Iteration 15Q: 3 clusters Score -647687.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -647707.437500 Penalty: 2849.179688
	Iteration 16Q: 3 clusters Score -647707.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -647729.875000 Penalty: 2849.179688
	Iteration 17Q: 3 clusters Score -647729.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -647750.437500 Penalty: 2849.179688
	Iteration 18Q: 3 clusters Score -647750.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -647779.562500 Penalty: 2849.179688
	Iteration 19Q: 3 clusters Score -647779.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -647827.000000 Penalty: 2849.179688
	Iteration 20F: 3 clusters Score -647827 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -647890.562500 Penalty: 2849.179688
	Iteration 21Q: 3 clusters Score -647890.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -647976.875000 Penalty: 2849.179688
	Iteration 22Q: 3 clusters Score -647976.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -648091.500000 Penalty: 2849.179688
	Iteration 23Q: 3 clusters Score -648091.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -648216.312500 Penalty: 2849.179688
	Iteration 24Q: 3 clusters Score -648216.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -648317.812500 Penalty: 2849.179688
	Iteration 25Q: 3 clusters Score -648317.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -648403.375000 Penalty: 2849.179688
	Iteration 26Q: 3 clusters Score -648403.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -648473.500000 Penalty: 2849.179688
	Iteration 27Q: 3 clusters Score -648473.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -648536.937500 Penalty: 2849.179688
	Iteration 28Q: 3 clusters Score -648536.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -648595.937500 Penalty: 2849.179688
	Iteration 29Q: 3 clusters Score -648595.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -648656.875000 Penalty: 2849.179688
	Iteration 30Q: 3 clusters Score -648656.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -648701.125000 Penalty: 2849.179688
	Iteration 31Q: 3 clusters Score -648701.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -648741.687500 Penalty: 2849.179688
	Iteration 32Q: 3 clusters Score -648741.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -648778.500000 Penalty: 2849.179688
	Iteration 33Q: 3 clusters Score -648778.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -648817.125000 Penalty: 2849.179688
	Iteration 34Q: 3 clusters Score -648817.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -648851.375000 Penalty: 2849.179688
	Iteration 35Q: 3 clusters Score -648851.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -648885.375000 Penalty: 2849.179688
	Iteration 36Q: 3 clusters Score -648885.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -648916.125000 Penalty: 2849.179688
	Iteration 37Q: 3 clusters Score -648916.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -648940.812500 Penalty: 2849.179688
	Iteration 38Q: 3 clusters Score -648940.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -648962.312500 Penalty: 2849.179688
	Iteration 39Q: 3 clusters Score -648962.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -648978.750000 Penalty: 2849.179688
	Iteration 40F: 3 clusters Score -648978.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -648987.375000 Penalty: 2849.179688
	Iteration 41Q: 3 clusters Score -648987.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -649000.250000 Penalty: 2849.179688
	Iteration 42Q: 3 clusters Score -649000.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -649015.000000 Penalty: 2849.179688
	Iteration 43Q: 3 clusters Score -649015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -649025.062500 Penalty: 2849.179688
	Iteration 44Q: 3 clusters Score -649025.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -649038.687500 Penalty: 2849.179688
	Iteration 45Q: 3 clusters Score -649038.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -649048.312500 Penalty: 2849.179688
	Iteration 46Q: 3 clusters Score -649048.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -649051.687500 Penalty: 2849.179688
	Iteration 47Q: 3 clusters Score -649051.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -649059.062500 Penalty: 2849.179688
	Iteration 48Q: 3 clusters Score -649059.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -649071.250000 Penalty: 2849.179688
	Iteration 49Q: 3 clusters Score -649071.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -649076.937500 Penalty: 2849.179688
	Iteration 50Q: 3 clusters Score -649076.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -649082.125000 Penalty: 2849.179688
	Iteration 51Q: 3 clusters Score -649082.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -649084.125000 Penalty: 2849.179688
	Iteration 52Q: 3 clusters Score -649084.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -649088.125000 Penalty: 2849.179688
	Iteration 53Q: 3 clusters Score -649088.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -649088.312500 Penalty: 2849.179688
	Iteration 54Q: 3 clusters Score -649088.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -649091.000000 Penalty: 2849.179688
	Iteration 55Q: 3 clusters Score -649091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -649093.187500 Penalty: 2849.179688
	Iteration 56Q: 3 clusters Score -649093.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -649097.312500 Penalty: 2849.179688
	Iteration 57Q: 3 clusters Score -649097.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -649103.187500 Penalty: 2849.179688
	Iteration 58Q: 3 clusters Score -649103.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -649106.875000 Penalty: 2849.179688
	Iteration 59Q: 3 clusters Score -649106.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -649109.875000 Penalty: 2849.179688
	Iteration 60F: 3 clusters Score -649109.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (188529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188529 members 
Entering Unmasked Estep 
Score: -19164522.000000 Penalty: 1973.888672
	Iteration 0F: 2 clusters Score -1.916452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93631 members 
Mstep: Class 2 contains 94898 members 
Entering Unmasked Estep 
Score: -19047508.000000 Penalty: 3947.777344
	Iteration 0F: 3 clusters Score -1.904751e+07 nChanged 91459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81944 members 
Mstep: Class 2 contains 106585 members 
Entering Unmasked Estep 
Score: -19102626.000000 Penalty: 3947.777344
	Iteration 1F: 3 clusters Score -1.910263e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74200 members 
Mstep: Class 2 contains 114329 members 
Entering Unmasked Estep 
Score: -19106084.000000 Penalty: 3947.777344
	Iteration 2Q: 3 clusters Score -1.910608e+07 nChanged 11973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 126210 members 
Entering Unmasked Estep 
Score: -19112840.000000 Penalty: 3947.777344
	Iteration 3F: 3 clusters Score -1.911284e+07 nChanged 16618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 142814 members 
Entering Unmasked Estep 
Score: -19125652.000000 Penalty: 3947.777344
	Iteration 4F: 3 clusters Score -1.912565e+07 nChanged 19411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 162225 members 
Entering Unmasked Estep 
Score: -19144754.000000 Penalty: 3947.777344
	Iteration 5F: 3 clusters Score -1.914475e+07 nChanged 16167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 178392 members 
Entering Unmasked Estep 
Score: -19157480.000000 Penalty: 3947.777344
	Iteration 6F: 3 clusters Score -1.915748e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 185933 members 
Entering Unmasked Estep 
Score: -19161640.000000 Penalty: 3947.777344
	Iteration 7Q: 3 clusters Score -1.916164e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 187904 members 
Entering Unmasked Estep 
Score: -19162428.000000 Penalty: 3947.777344
	Iteration 8Q: 3 clusters Score -1.916243e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 188260 members 
Entering Unmasked Estep 
Score: -19162660.000000 Penalty: 3947.777344
	Iteration 9Q: 3 clusters Score -1.916266e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 188332 members 
Entering Unmasked Estep 
Score: -19162690.000000 Penalty: 3947.777344
	Iteration 10Q: 3 clusters Score -1.916269e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 188359 members 
Entering Unmasked Estep 
Score: -19162780.000000 Penalty: 3947.777344
	Iteration 11Q: 3 clusters Score -1.916278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 188366 members 
Entering Unmasked Estep 
Score: -19162806.000000 Penalty: 3947.777344
	Iteration 12Q: 3 clusters Score -1.916281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 188370 members 
Entering Unmasked Estep 
Score: -19162826.000000 Penalty: 3947.777344
	Iteration 13Q: 3 clusters Score -1.916283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 188370 members 
Entering Unmasked Estep 
Score: -19162852.000000 Penalty: 3947.777344
	Iteration 14Q: 3 clusters Score -1.916285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 188369 members 
Entering Unmasked Estep 
Score: -19162840.000000 Penalty: 3947.777344
	Iteration 15Q: 3 clusters Score -1.916284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 188369 members 
Entering Unmasked Estep 
Score: -19162856.000000 Penalty: 3947.777344
	Iteration 16Q: 3 clusters Score -1.916286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 188369 members 
Entering Unmasked Estep 
Score: -19162856.000000 Penalty: 3947.777344
	Iteration 17Q: 3 clusters Score -1.916286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 188369 members 
Entering Unmasked Estep 
Score: -19162856.000000 Penalty: 3947.777344
	Iteration 18F: 3 clusters Score -1.916286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (132521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132521 members 
Entering Unmasked Estep 
Score: -13468258.000000 Penalty: 1916.605713
	Iteration 0F: 2 clusters Score -1.346826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66522 members 
Mstep: Class 2 contains 65999 members 
Entering Unmasked Estep 
Score: -13379414.000000 Penalty: 3833.211426
	Iteration 0F: 3 clusters Score -1.337941e+07 nChanged 63992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -13416798.000000 Penalty: 3833.211426
	Iteration 1F: 3 clusters Score -1.34168e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76651 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -13418386.000000 Penalty: 3833.211426
	Iteration 2Q: 3 clusters Score -1.341839e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82665 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -13421384.000000 Penalty: 3833.211426
	Iteration 3Q: 3 clusters Score -1.342138e+07 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91484 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -13427141.000000 Penalty: 3833.211426
	Iteration 4F: 3 clusters Score -1.342714e+07 nChanged 11518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102960 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -13436514.000000 Penalty: 3833.211426
	Iteration 5F: 3 clusters Score -1.343651e+07 nChanged 12755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115699 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -13449223.000000 Penalty: 3833.211426
	Iteration 6F: 3 clusters Score -1.344922e+07 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125799 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -13459825.000000 Penalty: 3833.211426
	Iteration 7F: 3 clusters Score -1.345982e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130579 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -13464645.000000 Penalty: 3833.211426
	Iteration 8Q: 3 clusters Score -1.346464e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131969 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -13465975.000000 Penalty: 3833.211426
	Iteration 9Q: 3 clusters Score -1.346598e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132279 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13466311.000000 Penalty: 3833.211426
	Iteration 10Q: 3 clusters Score -1.346631e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132344 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13466415.000000 Penalty: 3833.211426
	Iteration 11Q: 3 clusters Score -1.346642e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132359 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13466460.000000 Penalty: 3833.211426
	Iteration 12Q: 3 clusters Score -1.346646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132366 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13466479.000000 Penalty: 3833.211426
	Iteration 13Q: 3 clusters Score -1.346648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132378 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13466491.000000 Penalty: 3833.211426
	Iteration 14Q: 3 clusters Score -1.346649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132383 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13466505.000000 Penalty: 3833.211426
	Iteration 15Q: 3 clusters Score -1.34665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132383 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13466505.000000 Penalty: 3833.211426
	Iteration 16Q: 3 clusters Score -1.34665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132384 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13466530.000000 Penalty: 3833.211426
	Iteration 17Q: 3 clusters Score -1.346653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132382 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13466529.000000 Penalty: 3833.211426
	Iteration 18Q: 3 clusters Score -1.346653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132384 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13466536.000000 Penalty: 3833.211426
	Iteration 19Q: 3 clusters Score -1.346654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132385 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13466537.000000 Penalty: 3833.211426
	Iteration 20F: 3 clusters Score -1.346654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132383 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13466534.000000 Penalty: 3833.211426
	Iteration 21Q: 3 clusters Score -1.346653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132383 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13466534.000000 Penalty: 3833.211426
	Iteration 22F: 3 clusters Score -1.346653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Entering Unmasked Estep 
Score: -3544328.250000 Penalty: 1699.421143
	Iteration 0F: 2 clusters Score -3544328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3521112.250000 Penalty: 3398.842285
	Iteration 0F: 3 clusters Score -3521112 nChanged 16064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -3529933.750000 Penalty: 3398.842285
	Iteration 1F: 3 clusters Score -3529934 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -3530295.000000 Penalty: 3398.842285
	Iteration 2Q: 3 clusters Score -3530295 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -3530617.500000 Penalty: 3398.842285
	Iteration 3Q: 3 clusters Score -3530618 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3530958.500000 Penalty: 3398.842285
	Iteration 4Q: 3 clusters Score -3530958 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -3531378.750000 Penalty: 3398.842285
	Iteration 5Q: 3 clusters Score -3531379 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -3531909.000000 Penalty: 3398.842285
	Iteration 6Q: 3 clusters Score -3531909 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -3532640.250000 Penalty: 3398.842285
	Iteration 7Q: 3 clusters Score -3532640 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -3533765.250000 Penalty: 3398.842285
	Iteration 8F: 3 clusters Score -3533765 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3535451.500000 Penalty: 3398.842285
	Iteration 9F: 3 clusters Score -3535452 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -3537606.000000 Penalty: 3398.842285
	Iteration 10F: 3 clusters Score -3537606 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -3539643.000000 Penalty: 3398.842285
	Iteration 11F: 3 clusters Score -3539643 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -3541088.250000 Penalty: 3398.842285
	Iteration 12Q: 3 clusters Score -3541088 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -3541934.500000 Penalty: 3398.842285
	Iteration 13Q: 3 clusters Score -3541934 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -3542316.500000 Penalty: 3398.842285
	Iteration 14Q: 3 clusters Score -3542316 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -3542534.500000 Penalty: 3398.842285
	Iteration 15Q: 3 clusters Score -3542534 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -3542657.250000 Penalty: 3398.842285
	Iteration 16Q: 3 clusters Score -3542657 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -3542733.750000 Penalty: 3398.842285
	Iteration 17Q: 3 clusters Score -3542734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -3542779.500000 Penalty: 3398.842285
	Iteration 18Q: 3 clusters Score -3542780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -3542812.250000 Penalty: 3398.842285
	Iteration 19Q: 3 clusters Score -3542812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -3542840.250000 Penalty: 3398.842285
	Iteration 20F: 3 clusters Score -3542840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -3542849.750000 Penalty: 3398.842285
	Iteration 21Q: 3 clusters Score -3542850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -3542857.500000 Penalty: 3398.842285
	Iteration 22Q: 3 clusters Score -3542858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -3542868.000000 Penalty: 3398.842285
	Iteration 23Q: 3 clusters Score -3542868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -3542872.250000 Penalty: 3398.842285
	Iteration 24Q: 3 clusters Score -3542872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -3542873.250000 Penalty: 3398.842285
	Iteration 25Q: 3 clusters Score -3542873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -3542875.250000 Penalty: 3398.842285
	Iteration 26Q: 3 clusters Score -3542875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -3542884.000000 Penalty: 3398.842285
	Iteration 27Q: 3 clusters Score -3542884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -3542887.250000 Penalty: 3398.842285
	Iteration 28Q: 3 clusters Score -3542887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -3542887.250000 Penalty: 3398.842285
	Iteration 29F: 3 clusters Score -3542887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Entering Unmasked Estep 
Score: -865998.125000 Penalty: 1470.462036
	Iteration 0F: 2 clusters Score -865998.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -859816.375000 Penalty: 2940.924072
	Iteration 0F: 3 clusters Score -859816.4 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -861718.187500 Penalty: 2940.924072
	Iteration 1F: 3 clusters Score -861718.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -861914.250000 Penalty: 2940.924072
	Iteration 2F: 3 clusters Score -861914.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -862060.437500 Penalty: 2940.924072
	Iteration 3Q: 3 clusters Score -862060.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -862181.687500 Penalty: 2940.924072
	Iteration 4Q: 3 clusters Score -862181.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -862279.312500 Penalty: 2940.924072
	Iteration 5Q: 3 clusters Score -862279.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -862368.750000 Penalty: 2940.924072
	Iteration 6Q: 3 clusters Score -862368.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -862465.062500 Penalty: 2940.924072
	Iteration 7Q: 3 clusters Score -862465.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -862587.187500 Penalty: 2940.924072
	Iteration 8Q: 3 clusters Score -862587.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -862734.187500 Penalty: 2940.924072
	Iteration 9Q: 3 clusters Score -862734.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -862897.062500 Penalty: 2940.924072
	Iteration 10Q: 3 clusters Score -862897.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -863113.562500 Penalty: 2940.924072
	Iteration 11Q: 3 clusters Score -863113.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -863413.687500 Penalty: 2940.924072
	Iteration 12Q: 3 clusters Score -863413.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -863781.937500 Penalty: 2940.924072
	Iteration 13F: 3 clusters Score -863781.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -864110.125000 Penalty: 2940.924072
	Iteration 14Q: 3 clusters Score -864110.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -864336.562500 Penalty: 2940.924072
	Iteration 15Q: 3 clusters Score -864336.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -864498.062500 Penalty: 2940.924072
	Iteration 16Q: 3 clusters Score -864498.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -864636.875000 Penalty: 2940.924072
	Iteration 17Q: 3 clusters Score -864636.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -864723.750000 Penalty: 2940.924072
	Iteration 18Q: 3 clusters Score -864723.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -864770.312500 Penalty: 2940.924072
	Iteration 19Q: 3 clusters Score -864770.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -864800.500000 Penalty: 2940.924072
	Iteration 20F: 3 clusters Score -864800.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -864818.875000 Penalty: 2940.924072
	Iteration 21Q: 3 clusters Score -864818.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -864831.500000 Penalty: 2940.924072
	Iteration 22Q: 3 clusters Score -864831.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -864843.937500 Penalty: 2940.924072
	Iteration 23Q: 3 clusters Score -864843.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -864858.750000 Penalty: 2940.924072
	Iteration 24Q: 3 clusters Score -864858.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -864876.125000 Penalty: 2940.924072
	Iteration 25Q: 3 clusters Score -864876.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -864884.687500 Penalty: 2940.924072
	Iteration 26Q: 3 clusters Score -864884.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -864891.125000 Penalty: 2940.924072
	Iteration 27Q: 3 clusters Score -864891.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -864898.187500 Penalty: 2940.924072
	Iteration 28Q: 3 clusters Score -864898.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -864902.437500 Penalty: 2940.924072
	Iteration 29Q: 3 clusters Score -864902.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -864903.187500 Penalty: 2940.924072
	Iteration 30Q: 3 clusters Score -864903.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -864904.062500 Penalty: 2940.924072
	Iteration 31Q: 3 clusters Score -864904.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -864905.062500 Penalty: 2940.924072
	Iteration 32Q: 3 clusters Score -864905.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -864905.062500 Penalty: 2940.924072
	Iteration 33F: 3 clusters Score -864905.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Entering Unmasked Estep 
Score: -386444.781250 Penalty: 1353.490967
	Iteration 0F: 2 clusters Score -386444.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -383080.281250 Penalty: 2706.981934
	Iteration 0F: 3 clusters Score -383080.3 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -384305.593750 Penalty: 2706.981934
	Iteration 1F: 3 clusters Score -384305.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -384706.906250 Penalty: 2706.981934
	Iteration 2F: 3 clusters Score -384706.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -385085.906250 Penalty: 2706.981934
	Iteration 3F: 3 clusters Score -385085.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -385477.500000 Penalty: 2706.981934
	Iteration 4F: 3 clusters Score -385477.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -385825.531250 Penalty: 2706.981934
	Iteration 5F: 3 clusters Score -385825.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -386016.375000 Penalty: 2706.981934
	Iteration 6F: 3 clusters Score -386016.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -386109.656250 Penalty: 2706.981934
	Iteration 7Q: 3 clusters Score -386109.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -386155.437500 Penalty: 2706.981934
	Iteration 8Q: 3 clusters Score -386155.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -386176.937500 Penalty: 2706.981934
	Iteration 9Q: 3 clusters Score -386176.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -386194.812500 Penalty: 2706.981934
	Iteration 10Q: 3 clusters Score -386194.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -386208.875000 Penalty: 2706.981934
	Iteration 11Q: 3 clusters Score -386208.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -386221.875000 Penalty: 2706.981934
	Iteration 12Q: 3 clusters Score -386221.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -386230.156250 Penalty: 2706.981934
	Iteration 13Q: 3 clusters Score -386230.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -386237.375000 Penalty: 2706.981934
	Iteration 14Q: 3 clusters Score -386237.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -386242.812500 Penalty: 2706.981934
	Iteration 15Q: 3 clusters Score -386242.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -386247.750000 Penalty: 2706.981934
	Iteration 16Q: 3 clusters Score -386247.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -386252.031250 Penalty: 2706.981934
	Iteration 17Q: 3 clusters Score -386252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -386253.468750 Penalty: 2706.981934
	Iteration 18Q: 3 clusters Score -386253.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -386256.031250 Penalty: 2706.981934
	Iteration 19Q: 3 clusters Score -386256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -386259.718750 Penalty: 2706.981934
	Iteration 20F: 3 clusters Score -386259.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -386261.406250 Penalty: 2706.981934
	Iteration 21Q: 3 clusters Score -386261.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -386261.843750 Penalty: 2706.981934
	Iteration 22Q: 3 clusters Score -386261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -386262.343750 Penalty: 2706.981934
	Iteration 23Q: 3 clusters Score -386262.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -386262.781250 Penalty: 2706.981934
	Iteration 24Q: 3 clusters Score -386262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -386263.875000 Penalty: 2706.981934
	Iteration 25Q: 3 clusters Score -386263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -386264.312500 Penalty: 2706.981934
	Iteration 26Q: 3 clusters Score -386264.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -386264.312500 Penalty: 2706.981934
	Iteration 27F: 3 clusters Score -386264.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (152902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152902 members 
Entering Unmasked Estep 
Score: -15549859.000000 Penalty: 1939.852295
	Iteration 0F: 2 clusters Score -1.554986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76700 members 
Mstep: Class 2 contains 76202 members 
Entering Unmasked Estep 
Score: -15448183.000000 Penalty: 3879.704590
	Iteration 0F: 3 clusters Score -1.544818e+07 nChanged 73614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81130 members 
Mstep: Class 2 contains 71772 members 
Entering Unmasked Estep 
Score: -15491596.000000 Penalty: 3879.704590
	Iteration 1F: 3 clusters Score -1.54916e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84315 members 
Mstep: Class 2 contains 68587 members 
Entering Unmasked Estep 
Score: -15492954.000000 Penalty: 3879.704590
	Iteration 2Q: 3 clusters Score -1.549295e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89352 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -15495296.000000 Penalty: 3879.704590
	Iteration 3Q: 3 clusters Score -1.54953e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96936 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -15499574.000000 Penalty: 3879.704590
	Iteration 4F: 3 clusters Score -1.549957e+07 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107157 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -15506646.000000 Penalty: 3879.704590
	Iteration 5F: 3 clusters Score -1.550665e+07 nChanged 12852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119807 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -15517140.000000 Penalty: 3879.704590
	Iteration 6F: 3 clusters Score -1.551714e+07 nChanged 13219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132974 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -15529402.000000 Penalty: 3879.704590
	Iteration 7F: 3 clusters Score -1.55294e+07 nChanged 10473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143439 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -15539829.000000 Penalty: 3879.704590
	Iteration 8F: 3 clusters Score -1.553983e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149300 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -15545104.000000 Penalty: 3879.704590
	Iteration 9Q: 3 clusters Score -1.55451e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151710 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -15547169.000000 Penalty: 3879.704590
	Iteration 10Q: 3 clusters Score -1.554717e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152421 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -15547761.000000 Penalty: 3879.704590
	Iteration 11Q: 3 clusters Score -1.554776e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152610 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -15547981.000000 Penalty: 3879.704590
	Iteration 12Q: 3 clusters Score -1.554798e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152675 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15548065.000000 Penalty: 3879.704590
	Iteration 13Q: 3 clusters Score -1.554806e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15548120.000000 Penalty: 3879.704590
	Iteration 14Q: 3 clusters Score -1.554812e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152708 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15548126.000000 Penalty: 3879.704590
	Iteration 15Q: 3 clusters Score -1.554813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152710 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -15548129.000000 Penalty: 3879.704590
	Iteration 16Q: 3 clusters Score -1.554813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152712 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15548132.000000 Penalty: 3879.704590
	Iteration 17Q: 3 clusters Score -1.554813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152715 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15548141.000000 Penalty: 3879.704590
	Iteration 18Q: 3 clusters Score -1.554814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152716 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15548151.000000 Penalty: 3879.704590
	Iteration 19Q: 3 clusters Score -1.554815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152719 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15548172.000000 Penalty: 3879.704590
	Iteration 20F: 3 clusters Score -1.554817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152722 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15548176.000000 Penalty: 3879.704590
	Iteration 21Q: 3 clusters Score -1.554818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152722 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15548178.000000 Penalty: 3879.704590
	Iteration 22Q: 3 clusters Score -1.554818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152723 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15548179.000000 Penalty: 3879.704590
	Iteration 23Q: 3 clusters Score -1.554818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152723 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15548179.000000 Penalty: 3879.704590
	Iteration 24F: 3 clusters Score -1.554818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Entering Unmasked Estep 
Score: -303198.312500 Penalty: 1298.413696
	Iteration 0F: 2 clusters Score -303198.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -300543.843750 Penalty: 2596.827393
	Iteration 0F: 3 clusters Score -300543.8 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -301185.031250 Penalty: 2596.827393
	Iteration 1F: 3 clusters Score -301185 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -301342.468750 Penalty: 2596.827393
	Iteration 2F: 3 clusters Score -301342.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -301472.156250 Penalty: 2596.827393
	Iteration 3F: 3 clusters Score -301472.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -301615.500000 Penalty: 2596.827393
	Iteration 4F: 3 clusters Score -301615.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -301787.656250 Penalty: 2596.827393
	Iteration 5F: 3 clusters Score -301787.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -301964.031250 Penalty: 2596.827393
	Iteration 6F: 3 clusters Score -301964 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -302119.187500 Penalty: 2596.827393
	Iteration 7F: 3 clusters Score -302119.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -302235.312500 Penalty: 2596.827393
	Iteration 8Q: 3 clusters Score -302235.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -302323.843750 Penalty: 2596.827393
	Iteration 9Q: 3 clusters Score -302323.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -302392.531250 Penalty: 2596.827393
	Iteration 10Q: 3 clusters Score -302392.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -302443.937500 Penalty: 2596.827393
	Iteration 11Q: 3 clusters Score -302443.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -302478.687500 Penalty: 2596.827393
	Iteration 12Q: 3 clusters Score -302478.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -302503.531250 Penalty: 2596.827393
	Iteration 13Q: 3 clusters Score -302503.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -302520.718750 Penalty: 2596.827393
	Iteration 14Q: 3 clusters Score -302520.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -302533.062500 Penalty: 2596.827393
	Iteration 15Q: 3 clusters Score -302533.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -302542.906250 Penalty: 2596.827393
	Iteration 16Q: 3 clusters Score -302542.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -302552.593750 Penalty: 2596.827393
	Iteration 17Q: 3 clusters Score -302552.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -302558.156250 Penalty: 2596.827393
	Iteration 18Q: 3 clusters Score -302558.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -302562.156250 Penalty: 2596.827393
	Iteration 19Q: 3 clusters Score -302562.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -302566.375000 Penalty: 2596.827393
	Iteration 20F: 3 clusters Score -302566.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -302570.750000 Penalty: 2596.827393
	Iteration 21Q: 3 clusters Score -302570.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -302574.500000 Penalty: 2596.827393
	Iteration 22Q: 3 clusters Score -302574.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -302575.656250 Penalty: 2596.827393
	Iteration 23Q: 3 clusters Score -302575.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -302575.656250 Penalty: 2596.827393
	Iteration 24F: 3 clusters Score -302575.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (162527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162527 members 
Entering Unmasked Estep 
Score: -16387082.000000 Penalty: 1949.772339
	Iteration 0F: 2 clusters Score -1.638708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 81215 members 
Entering Unmasked Estep 
Score: -16281225.000000 Penalty: 3899.544678
	Iteration 0F: 3 clusters Score -1.628122e+07 nChanged 78194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 81547 members 
Entering Unmasked Estep 
Score: -16326919.000000 Penalty: 3899.544678
	Iteration 1F: 3 clusters Score -1.632692e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80503 members 
Mstep: Class 2 contains 82024 members 
Entering Unmasked Estep 
Score: -16327593.000000 Penalty: 3899.544678
	Iteration 2Q: 3 clusters Score -1.632759e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79766 members 
Mstep: Class 2 contains 82761 members 
Entering Unmasked Estep 
Score: -16328481.000000 Penalty: 3899.544678
	Iteration 3Q: 3 clusters Score -1.632848e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78550 members 
Mstep: Class 2 contains 83977 members 
Entering Unmasked Estep 
Score: -16329508.000000 Penalty: 3899.544678
	Iteration 4Q: 3 clusters Score -1.632951e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76835 members 
Mstep: Class 2 contains 85692 members 
Entering Unmasked Estep 
Score: -16330886.000000 Penalty: 3899.544678
	Iteration 5Q: 3 clusters Score -1.633089e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74541 members 
Mstep: Class 2 contains 87986 members 
Entering Unmasked Estep 
Score: -16333212.000000 Penalty: 3899.544678
	Iteration 6Q: 3 clusters Score -1.633321e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71501 members 
Mstep: Class 2 contains 91026 members 
Entering Unmasked Estep 
Score: -16337126.000000 Penalty: 3899.544678
	Iteration 7Q: 3 clusters Score -1.633713e+07 nChanged 9739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67998 members 
Mstep: Class 2 contains 94529 members 
Entering Unmasked Estep 
Score: -16343923.000000 Penalty: 3899.544678
	Iteration 8F: 3 clusters Score -1.634392e+07 nChanged 11275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 97750 members 
Entering Unmasked Estep 
Score: -16353487.000000 Penalty: 3899.544678
	Iteration 9F: 3 clusters Score -1.635349e+07 nChanged 11135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62878 members 
Mstep: Class 2 contains 99649 members 
Entering Unmasked Estep 
Score: -16361385.000000 Penalty: 3899.544678
	Iteration 10F: 3 clusters Score -1.636138e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61996 members 
Mstep: Class 2 contains 100531 members 
Entering Unmasked Estep 
Score: -16364923.000000 Penalty: 3899.544678
	Iteration 11F: 3 clusters Score -1.636492e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 100914 members 
Entering Unmasked Estep 
Score: -16366803.000000 Penalty: 3899.544678
	Iteration 12Q: 3 clusters Score -1.63668e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61416 members 
Mstep: Class 2 contains 101111 members 
Entering Unmasked Estep 
Score: -16368520.000000 Penalty: 3899.544678
	Iteration 13Q: 3 clusters Score -1.636852e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61393 members 
Mstep: Class 2 contains 101134 members 
Entering Unmasked Estep 
Score: -16370052.000000 Penalty: 3899.544678
	Iteration 14Q: 3 clusters Score -1.637005e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61592 members 
Mstep: Class 2 contains 100935 members 
Entering Unmasked Estep 
Score: -16371583.000000 Penalty: 3899.544678
	Iteration 15Q: 3 clusters Score -1.637158e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 100432 members 
Entering Unmasked Estep 
Score: -16373154.000000 Penalty: 3899.544678
	Iteration 16Q: 3 clusters Score -1.637315e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62739 members 
Mstep: Class 2 contains 99788 members 
Entering Unmasked Estep 
Score: -16374461.000000 Penalty: 3899.544678
	Iteration 17Q: 3 clusters Score -1.637446e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63527 members 
Mstep: Class 2 contains 99000 members 
Entering Unmasked Estep 
Score: -16375714.000000 Penalty: 3899.544678
	Iteration 18Q: 3 clusters Score -1.637571e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 98126 members 
Entering Unmasked Estep 
Score: -16376619.000000 Penalty: 3899.544678
	Iteration 19Q: 3 clusters Score -1.637662e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 97126 members 
Entering Unmasked Estep 
Score: -16377350.000000 Penalty: 3899.544678
	Iteration 20F: 3 clusters Score -1.637735e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66522 members 
Mstep: Class 2 contains 96005 members 
Entering Unmasked Estep 
Score: -16377877.000000 Penalty: 3899.544678
	Iteration 21Q: 3 clusters Score -1.637788e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67712 members 
Mstep: Class 2 contains 94815 members 
Entering Unmasked Estep 
Score: -16378319.000000 Penalty: 3899.544678
	Iteration 22Q: 3 clusters Score -1.637832e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68816 members 
Mstep: Class 2 contains 93711 members 
Entering Unmasked Estep 
Score: -16378584.000000 Penalty: 3899.544678
	Iteration 23Q: 3 clusters Score -1.637858e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69891 members 
Mstep: Class 2 contains 92636 members 
Entering Unmasked Estep 
Score: -16378718.000000 Penalty: 3899.544678
	Iteration 24Q: 3 clusters Score -1.637872e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70978 members 
Mstep: Class 2 contains 91549 members 
Entering Unmasked Estep 
Score: -16378778.000000 Penalty: 3899.544678
	Iteration 25Q: 3 clusters Score -1.637878e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 90543 members 
Entering Unmasked Estep 
Score: -16378855.000000 Penalty: 3899.544678
	Iteration 26Q: 3 clusters Score -1.637886e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72956 members 
Mstep: Class 2 contains 89571 members 
Entering Unmasked Estep 
Score: -16378904.000000 Penalty: 3899.544678
	Iteration 27Q: 3 clusters Score -1.63789e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73783 members 
Mstep: Class 2 contains 88744 members 
Entering Unmasked Estep 
Score: -16378892.000000 Penalty: 3899.544678
	Iteration 28Q: 3 clusters Score -1.637889e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74605 members 
Mstep: Class 2 contains 87922 members 
Entering Unmasked Estep 
Score: -16378875.000000 Penalty: 3899.544678
	Iteration 29Q: 3 clusters Score -1.637888e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75357 members 
Mstep: Class 2 contains 87170 members 
Entering Unmasked Estep 
Score: -16378886.000000 Penalty: 3899.544678
	Iteration 30Q: 3 clusters Score -1.637889e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76024 members 
Mstep: Class 2 contains 86503 members 
Entering Unmasked Estep 
Score: -16378849.000000 Penalty: 3899.544678
	Iteration 31Q: 3 clusters Score -1.637885e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76635 members 
Mstep: Class 2 contains 85892 members 
Entering Unmasked Estep 
Score: -16378795.000000 Penalty: 3899.544678
	Iteration 32Q: 3 clusters Score -1.63788e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77180 members 
Mstep: Class 2 contains 85347 members 
Entering Unmasked Estep 
Score: -16378765.000000 Penalty: 3899.544678
	Iteration 33Q: 3 clusters Score -1.637876e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77617 members 
Mstep: Class 2 contains 84910 members 
Entering Unmasked Estep 
Score: -16378737.000000 Penalty: 3899.544678
	Iteration 34Q: 3 clusters Score -1.637874e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 84518 members 
Entering Unmasked Estep 
Score: -16378731.000000 Penalty: 3899.544678
	Iteration 35Q: 3 clusters Score -1.637873e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78376 members 
Mstep: Class 2 contains 84151 members 
Entering Unmasked Estep 
Score: -16378727.000000 Penalty: 3899.544678
	Iteration 36Q: 3 clusters Score -1.637873e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78674 members 
Mstep: Class 2 contains 83853 members 
Entering Unmasked Estep 
Score: -16378687.000000 Penalty: 3899.544678
	Iteration 37Q: 3 clusters Score -1.637869e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 83632 members 
Entering Unmasked Estep 
Score: -16378677.000000 Penalty: 3899.544678
	Iteration 38Q: 3 clusters Score -1.637868e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79110 members 
Mstep: Class 2 contains 83417 members 
Entering Unmasked Estep 
Score: -16378622.000000 Penalty: 3899.544678
	Iteration 39Q: 3 clusters Score -1.637862e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79303 members 
Mstep: Class 2 contains 83224 members 
Entering Unmasked Estep 
Score: -16378657.000000 Penalty: 3899.544678
	Iteration 40F: 3 clusters Score -1.637866e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79452 members 
Mstep: Class 2 contains 83075 members 
Entering Unmasked Estep 
Score: -16378657.000000 Penalty: 3899.544678
	Iteration 41Q: 3 clusters Score -1.637866e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79613 members 
Mstep: Class 2 contains 82914 members 
Entering Unmasked Estep 
Score: -16378645.000000 Penalty: 3899.544678
	Iteration 42Q: 3 clusters Score -1.637864e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79751 members 
Mstep: Class 2 contains 82776 members 
Entering Unmasked Estep 
Score: -16378635.000000 Penalty: 3899.544678
	Iteration 43Q: 3 clusters Score -1.637864e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79854 members 
Mstep: Class 2 contains 82673 members 
Entering Unmasked Estep 
Score: -16378628.000000 Penalty: 3899.544678
	Iteration 44Q: 3 clusters Score -1.637863e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79927 members 
Mstep: Class 2 contains 82600 members 
Entering Unmasked Estep 
Score: -16378649.000000 Penalty: 3899.544678
	Iteration 45Q: 3 clusters Score -1.637865e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79993 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
Score: -16378630.000000 Penalty: 3899.544678
	Iteration 46Q: 3 clusters Score -1.637863e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80046 members 
Mstep: Class 2 contains 82481 members 
Entering Unmasked Estep 
Score: -16378643.000000 Penalty: 3899.544678
	Iteration 47Q: 3 clusters Score -1.637864e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80089 members 
Mstep: Class 2 contains 82438 members 
Entering Unmasked Estep 
Score: -16378635.000000 Penalty: 3899.544678
	Iteration 48Q: 3 clusters Score -1.637864e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80117 members 
Mstep: Class 2 contains 82410 members 
Entering Unmasked Estep 
Score: -16378642.000000 Penalty: 3899.544678
	Iteration 49Q: 3 clusters Score -1.637864e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80154 members 
Mstep: Class 2 contains 82373 members 
Entering Unmasked Estep 
Score: -16378634.000000 Penalty: 3899.544678
	Iteration 50Q: 3 clusters Score -1.637863e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80179 members 
Mstep: Class 2 contains 82348 members 
Entering Unmasked Estep 
Score: -16378627.000000 Penalty: 3899.544678
	Iteration 51Q: 3 clusters Score -1.637863e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80200 members 
Mstep: Class 2 contains 82327 members 
Entering Unmasked Estep 
Score: -16378626.000000 Penalty: 3899.544678
	Iteration 52Q: 3 clusters Score -1.637863e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80219 members 
Mstep: Class 2 contains 82308 members 
Entering Unmasked Estep 
Score: -16378614.000000 Penalty: 3899.544678
	Iteration 53Q: 3 clusters Score -1.637861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80232 members 
Mstep: Class 2 contains 82295 members 
Entering Unmasked Estep 
Score: -16378611.000000 Penalty: 3899.544678
	Iteration 54Q: 3 clusters Score -1.637861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80244 members 
Mstep: Class 2 contains 82283 members 
Entering Unmasked Estep 
Score: -16378627.000000 Penalty: 3899.544678
	Iteration 55Q: 3 clusters Score -1.637863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 82277 members 
Entering Unmasked Estep 
Score: -16378632.000000 Penalty: 3899.544678
	Iteration 56Q: 3 clusters Score -1.637863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80253 members 
Mstep: Class 2 contains 82274 members 
Entering Unmasked Estep 
Score: -16378620.000000 Penalty: 3899.544678
	Iteration 57Q: 3 clusters Score -1.637862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80256 members 
Mstep: Class 2 contains 82271 members 
Entering Unmasked Estep 
Score: -16378630.000000 Penalty: 3899.544678
	Iteration 58Q: 3 clusters Score -1.637863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80261 members 
Mstep: Class 2 contains 82266 members 
Entering Unmasked Estep 
Score: -16378632.000000 Penalty: 3899.544678
	Iteration 59Q: 3 clusters Score -1.637863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80269 members 
Mstep: Class 2 contains 82258 members 
Entering Unmasked Estep 
Score: -16378638.000000 Penalty: 3899.544678
	Iteration 60F: 3 clusters Score -1.637864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80275 members 
Mstep: Class 2 contains 82252 members 
Entering Unmasked Estep 
Score: -16378621.000000 Penalty: 3899.544678
	Iteration 61Q: 3 clusters Score -1.637862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80279 members 
Mstep: Class 2 contains 82248 members 
Entering Unmasked Estep 
Score: -16378626.000000 Penalty: 3899.544678
	Iteration 62Q: 3 clusters Score -1.637863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80280 members 
Mstep: Class 2 contains 82247 members 
Entering Unmasked Estep 
Score: -16378623.000000 Penalty: 3899.544678
	Iteration 63Q: 3 clusters Score -1.637862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80280 members 
Mstep: Class 2 contains 82247 members 
Entering Unmasked Estep 
Score: -16378623.000000 Penalty: 3899.544678
	Iteration 64F: 3 clusters Score -1.637862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (206067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206067 members 
Entering Unmasked Estep 
Score: -21055182.000000 Penalty: 1988.342896
	Iteration 0F: 2 clusters Score -2.105518e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103085 members 
Mstep: Class 2 contains 102982 members 
Entering Unmasked Estep 
Score: -20936620.000000 Penalty: 3976.685791
	Iteration 0F: 3 clusters Score -2.093662e+07 nChanged 99703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106270 members 
Mstep: Class 2 contains 99797 members 
Entering Unmasked Estep 
Score: -20996336.000000 Penalty: 3976.685791
	Iteration 1F: 3 clusters Score -2.099634e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109027 members 
Mstep: Class 2 contains 97040 members 
Entering Unmasked Estep 
Score: -20998584.000000 Penalty: 3976.685791
	Iteration 2Q: 3 clusters Score -2.099858e+07 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113256 members 
Mstep: Class 2 contains 92811 members 
Entering Unmasked Estep 
Score: -21002246.000000 Penalty: 3976.685791
	Iteration 3Q: 3 clusters Score -2.100225e+07 nChanged 11360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119384 members 
Mstep: Class 2 contains 86683 members 
Entering Unmasked Estep 
Score: -21007800.000000 Penalty: 3976.685791
	Iteration 4F: 3 clusters Score -2.10078e+07 nChanged 13348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127168 members 
Mstep: Class 2 contains 78899 members 
Entering Unmasked Estep 
Score: -21015130.000000 Penalty: 3976.685791
	Iteration 5F: 3 clusters Score -2.101513e+07 nChanged 14365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136201 members 
Mstep: Class 2 contains 69866 members 
Entering Unmasked Estep 
Score: -21023838.000000 Penalty: 3976.685791
	Iteration 6F: 3 clusters Score -2.102384e+07 nChanged 13537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145394 members 
Mstep: Class 2 contains 60673 members 
Entering Unmasked Estep 
Score: -21033096.000000 Penalty: 3976.685791
	Iteration 7F: 3 clusters Score -2.10331e+07 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154520 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -21040708.000000 Penalty: 3976.685791
	Iteration 8F: 3 clusters Score -2.104071e+07 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163678 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -21046350.000000 Penalty: 3976.685791
	Iteration 9Q: 3 clusters Score -2.104635e+07 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172320 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -21049314.000000 Penalty: 3976.685791
	Iteration 10Q: 3 clusters Score -2.104931e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179858 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -21051206.000000 Penalty: 3976.685791
	Iteration 11Q: 3 clusters Score -2.105121e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186310 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -21052368.000000 Penalty: 3976.685791
	Iteration 12Q: 3 clusters Score -2.105237e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191327 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -21053542.000000 Penalty: 3976.685791
	Iteration 13Q: 3 clusters Score -2.105354e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194942 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -21054278.000000 Penalty: 3976.685791
	Iteration 14Q: 3 clusters Score -2.105428e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197421 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -21054758.000000 Penalty: 3976.685791
	Iteration 15Q: 3 clusters Score -2.105476e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199095 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -21055028.000000 Penalty: 3976.685791
	Iteration 16Q: 3 clusters Score -2.105503e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200263 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -21055046.000000 Penalty: 3976.685791
	Iteration 17Q: 3 clusters Score -2.105505e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201121 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -21055084.000000 Penalty: 3976.685791
	Iteration 18Q: 3 clusters Score -2.105508e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201774 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -21055078.000000 Penalty: 3976.685791
	Iteration 19Q: 3 clusters Score -2.105508e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202293 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -21055056.000000 Penalty: 3976.685791
	Iteration 20F: 3 clusters Score -2.105506e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202711 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -21055072.000000 Penalty: 3976.685791
	Iteration 21Q: 3 clusters Score -2.105507e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203030 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -21055044.000000 Penalty: 3976.685791
	Iteration 22Q: 3 clusters Score -2.105504e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203279 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -21054986.000000 Penalty: 3976.685791
	Iteration 23Q: 3 clusters Score -2.105499e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203494 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -21054968.000000 Penalty: 3976.685791
	Iteration 24Q: 3 clusters Score -2.105497e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203663 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -21054916.000000 Penalty: 3976.685791
	Iteration 25Q: 3 clusters Score -2.105492e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203790 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -21054902.000000 Penalty: 3976.685791
	Iteration 26Q: 3 clusters Score -2.10549e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203896 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -21054876.000000 Penalty: 3976.685791
	Iteration 27Q: 3 clusters Score -2.105488e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203976 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -21054814.000000 Penalty: 3976.685791
	Iteration 28Q: 3 clusters Score -2.105481e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204038 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -21054776.000000 Penalty: 3976.685791
	Iteration 29Q: 3 clusters Score -2.105478e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204092 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -21054742.000000 Penalty: 3976.685791
	Iteration 30Q: 3 clusters Score -2.105474e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204140 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -21054744.000000 Penalty: 3976.685791
	Iteration 31Q: 3 clusters Score -2.105474e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204174 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -21054722.000000 Penalty: 3976.685791
	Iteration 32Q: 3 clusters Score -2.105472e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204204 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -21054700.000000 Penalty: 3976.685791
	Iteration 33Q: 3 clusters Score -2.10547e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204230 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -21054710.000000 Penalty: 3976.685791
	Iteration 34Q: 3 clusters Score -2.105471e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204255 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -21054690.000000 Penalty: 3976.685791
	Iteration 35Q: 3 clusters Score -2.105469e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204280 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -21054684.000000 Penalty: 3976.685791
	Iteration 36Q: 3 clusters Score -2.105468e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204302 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -21054688.000000 Penalty: 3976.685791
	Iteration 37Q: 3 clusters Score -2.105469e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204319 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -21054680.000000 Penalty: 3976.685791
	Iteration 38Q: 3 clusters Score -2.105468e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204338 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -21054680.000000 Penalty: 3976.685791
	Iteration 39Q: 3 clusters Score -2.105468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204351 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -21054682.000000 Penalty: 3976.685791
	Iteration 40F: 3 clusters Score -2.105468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204361 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -21054684.000000 Penalty: 3976.685791
	Iteration 41Q: 3 clusters Score -2.105468e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204379 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -21054670.000000 Penalty: 3976.685791
	Iteration 42Q: 3 clusters Score -2.105467e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204393 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -21054678.000000 Penalty: 3976.685791
	Iteration 43Q: 3 clusters Score -2.105468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204402 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -21054668.000000 Penalty: 3976.685791
	Iteration 44Q: 3 clusters Score -2.105467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204412 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -21054656.000000 Penalty: 3976.685791
	Iteration 45Q: 3 clusters Score -2.105466e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204426 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -21054652.000000 Penalty: 3976.685791
	Iteration 46Q: 3 clusters Score -2.105465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204433 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -21054648.000000 Penalty: 3976.685791
	Iteration 47Q: 3 clusters Score -2.105465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204435 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -21054648.000000 Penalty: 3976.685791
	Iteration 48Q: 3 clusters Score -2.105465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204442 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -21054658.000000 Penalty: 3976.685791
	Iteration 49Q: 3 clusters Score -2.105466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204447 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -21054652.000000 Penalty: 3976.685791
	Iteration 50Q: 3 clusters Score -2.105465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204453 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -21054646.000000 Penalty: 3976.685791
	Iteration 51Q: 3 clusters Score -2.105465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204456 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -21054650.000000 Penalty: 3976.685791
	Iteration 52Q: 3 clusters Score -2.105465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204461 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -21054658.000000 Penalty: 3976.685791
	Iteration 53Q: 3 clusters Score -2.105466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204465 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -21054652.000000 Penalty: 3976.685791
	Iteration 54Q: 3 clusters Score -2.105465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204467 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -21054644.000000 Penalty: 3976.685791
	Iteration 55Q: 3 clusters Score -2.105464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204470 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -21054658.000000 Penalty: 3976.685791
	Iteration 56Q: 3 clusters Score -2.105466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204474 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -21054646.000000 Penalty: 3976.685791
	Iteration 57Q: 3 clusters Score -2.105465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204479 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -21054642.000000 Penalty: 3976.685791
	Iteration 58Q: 3 clusters Score -2.105464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204486 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -21054654.000000 Penalty: 3976.685791
	Iteration 59Q: 3 clusters Score -2.105465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204489 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -21054646.000000 Penalty: 3976.685791
	Iteration 60F: 3 clusters Score -2.105465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204498 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -21054644.000000 Penalty: 3976.685791
	Iteration 61Q: 3 clusters Score -2.105464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204510 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -21054658.000000 Penalty: 3976.685791
	Iteration 62Q: 3 clusters Score -2.105466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204520 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -21054642.000000 Penalty: 3976.685791
	Iteration 63Q: 3 clusters Score -2.105464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204532 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -21054626.000000 Penalty: 3976.685791
	Iteration 64Q: 3 clusters Score -2.105463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204542 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -21054630.000000 Penalty: 3976.685791
	Iteration 65Q: 3 clusters Score -2.105463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204551 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -21054636.000000 Penalty: 3976.685791
	Iteration 66Q: 3 clusters Score -2.105464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204561 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -21054636.000000 Penalty: 3976.685791
	Iteration 67Q: 3 clusters Score -2.105464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204566 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -21054620.000000 Penalty: 3976.685791
	Iteration 68Q: 3 clusters Score -2.105462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204572 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -21054612.000000 Penalty: 3976.685791
	Iteration 69Q: 3 clusters Score -2.105461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204580 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -21054634.000000 Penalty: 3976.685791
	Iteration 70Q: 3 clusters Score -2.105463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204584 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -21054634.000000 Penalty: 3976.685791
	Iteration 71Q: 3 clusters Score -2.105463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204585 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -21054626.000000 Penalty: 3976.685791
	Iteration 72Q: 3 clusters Score -2.105463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204585 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -21054626.000000 Penalty: 3976.685791
	Iteration 73F: 3 clusters Score -2.105463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67736 members 
Entering Unmasked Estep 
Score: -6875421.000000 Penalty: 1807.548096
	Iteration 0F: 2 clusters Score -6875421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -6830204.500000 Penalty: 3615.096191
	Iteration 0F: 3 clusters Score -6830204 nChanged 32190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -6848552.000000 Penalty: 3615.096191
	Iteration 1F: 3 clusters Score -6848552 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -6849192.000000 Penalty: 3615.096191
	Iteration 2Q: 3 clusters Score -6849192 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -6849952.500000 Penalty: 3615.096191
	Iteration 3Q: 3 clusters Score -6849952 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -6850900.000000 Penalty: 3615.096191
	Iteration 4Q: 3 clusters Score -6850900 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -6852316.000000 Penalty: 3615.096191
	Iteration 5Q: 3 clusters Score -6852316 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -6854347.000000 Penalty: 3615.096191
	Iteration 6F: 3 clusters Score -6854347 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -6857035.500000 Penalty: 3615.096191
	Iteration 7F: 3 clusters Score -6857036 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -6860281.000000 Penalty: 3615.096191
	Iteration 8F: 3 clusters Score -6860281 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -6863517.500000 Penalty: 3615.096191
	Iteration 9F: 3 clusters Score -6863518 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -6866272.500000 Penalty: 3615.096191
	Iteration 10F: 3 clusters Score -6866272 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -6868245.000000 Penalty: 3615.096191
	Iteration 11Q: 3 clusters Score -6868245 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60741 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -6869669.500000 Penalty: 3615.096191
	Iteration 12Q: 3 clusters Score -6869670 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62225 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -6870788.000000 Penalty: 3615.096191
	Iteration 13Q: 3 clusters Score -6870788 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -6871661.500000 Penalty: 3615.096191
	Iteration 14Q: 3 clusters Score -6871662 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64378 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -6872281.000000 Penalty: 3615.096191
	Iteration 15Q: 3 clusters Score -6872281 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65144 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -6872813.500000 Penalty: 3615.096191
	Iteration 16Q: 3 clusters Score -6872814 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65718 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -6873204.000000 Penalty: 3615.096191
	Iteration 17Q: 3 clusters Score -6873204 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66140 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6873491.000000 Penalty: 3615.096191
	Iteration 18Q: 3 clusters Score -6873491 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66428 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6873689.000000 Penalty: 3615.096191
	Iteration 19Q: 3 clusters Score -6873689 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66611 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6873770.000000 Penalty: 3615.096191
	Iteration 20F: 3 clusters Score -6873770 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66754 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6873838.500000 Penalty: 3615.096191
	Iteration 21Q: 3 clusters Score -6873838 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66856 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6873902.500000 Penalty: 3615.096191
	Iteration 22Q: 3 clusters Score -6873902 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66931 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6873969.000000 Penalty: 3615.096191
	Iteration 23Q: 3 clusters Score -6873969 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66973 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6874006.000000 Penalty: 3615.096191
	Iteration 24Q: 3 clusters Score -6874006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6874011.500000 Penalty: 3615.096191
	Iteration 25Q: 3 clusters Score -6874012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6874017.000000 Penalty: 3615.096191
	Iteration 26Q: 3 clusters Score -6874017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67031 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6874029.000000 Penalty: 3615.096191
	Iteration 27Q: 3 clusters Score -6874029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6874035.500000 Penalty: 3615.096191
	Iteration 28Q: 3 clusters Score -6874036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67052 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6874038.500000 Penalty: 3615.096191
	Iteration 29Q: 3 clusters Score -6874038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67063 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6874051.000000 Penalty: 3615.096191
	Iteration 30Q: 3 clusters Score -6874051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6874061.000000 Penalty: 3615.096191
	Iteration 31Q: 3 clusters Score -6874061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6874077.500000 Penalty: 3615.096191
	Iteration 32Q: 3 clusters Score -6874078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67095 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6874080.000000 Penalty: 3615.096191
	Iteration 33Q: 3 clusters Score -6874080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67096 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -6874079.500000 Penalty: 3615.096191
	Iteration 34Q: 3 clusters Score -6874080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67098 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6874081.000000 Penalty: 3615.096191
	Iteration 35Q: 3 clusters Score -6874081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67097 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6874082.000000 Penalty: 3615.096191
	Iteration 36Q: 3 clusters Score -6874082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67097 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6874082.000000 Penalty: 3615.096191
	Iteration 37F: 3 clusters Score -6874082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Entering Unmasked Estep 
Score: -778947.312500 Penalty: 1450.429565
	Iteration 0F: 2 clusters Score -778947.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -773395.500000 Penalty: 2900.859131
	Iteration 0F: 3 clusters Score -773395.5 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -775011.062500 Penalty: 2900.859131
	Iteration 1F: 3 clusters Score -775011.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -775220.625000 Penalty: 2900.859131
	Iteration 2F: 3 clusters Score -775220.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -775370.312500 Penalty: 2900.859131
	Iteration 3F: 3 clusters Score -775370.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -775498.562500 Penalty: 2900.859131
	Iteration 4Q: 3 clusters Score -775498.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -775622.187500 Penalty: 2900.859131
	Iteration 5Q: 3 clusters Score -775622.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -775756.312500 Penalty: 2900.859131
	Iteration 6Q: 3 clusters Score -775756.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -775915.500000 Penalty: 2900.859131
	Iteration 7Q: 3 clusters Score -775915.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -776082.062500 Penalty: 2900.859131
	Iteration 8Q: 3 clusters Score -776082.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -776282.437500 Penalty: 2900.859131
	Iteration 9Q: 3 clusters Score -776282.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -776539.625000 Penalty: 2900.859131
	Iteration 10Q: 3 clusters Score -776539.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -776809.000000 Penalty: 2900.859131
	Iteration 11Q: 3 clusters Score -776809 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -777084.750000 Penalty: 2900.859131
	Iteration 12Q: 3 clusters Score -777084.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -777313.750000 Penalty: 2900.859131
	Iteration 13Q: 3 clusters Score -777313.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -777473.375000 Penalty: 2900.859131
	Iteration 14Q: 3 clusters Score -777473.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -777591.000000 Penalty: 2900.859131
	Iteration 15Q: 3 clusters Score -777591 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -777669.375000 Penalty: 2900.859131
	Iteration 16Q: 3 clusters Score -777669.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -777713.875000 Penalty: 2900.859131
	Iteration 17Q: 3 clusters Score -777713.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -777743.000000 Penalty: 2900.859131
	Iteration 18Q: 3 clusters Score -777743 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -777767.187500 Penalty: 2900.859131
	Iteration 19Q: 3 clusters Score -777767.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -777781.687500 Penalty: 2900.859131
	Iteration 20F: 3 clusters Score -777781.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -777788.500000 Penalty: 2900.859131
	Iteration 21Q: 3 clusters Score -777788.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -777791.500000 Penalty: 2900.859131
	Iteration 22Q: 3 clusters Score -777791.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -777796.687500 Penalty: 2900.859131
	Iteration 23Q: 3 clusters Score -777796.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -777803.250000 Penalty: 2900.859131
	Iteration 24Q: 3 clusters Score -777803.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -777808.125000 Penalty: 2900.859131
	Iteration 25Q: 3 clusters Score -777808.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -777808.687500 Penalty: 2900.859131
	Iteration 26Q: 3 clusters Score -777808.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -777812.875000 Penalty: 2900.859131
	Iteration 27Q: 3 clusters Score -777812.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -777812.062500 Penalty: 2900.859131
	Iteration 28Q: 3 clusters Score -777812.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -777813.312500 Penalty: 2900.859131
	Iteration 29Q: 3 clusters Score -777813.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -777815.062500 Penalty: 2900.859131
	Iteration 30Q: 3 clusters Score -777815.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -777815.062500 Penalty: 2900.859131
	Iteration 31Q: 3 clusters Score -777815.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -777815.062500 Penalty: 2900.859131
	Iteration 32F: 3 clusters Score -777815.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Entering Unmasked Estep 
Score: -257192.031250 Penalty: 1296.029175
	Iteration 0F: 2 clusters Score -257192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -254558.140625 Penalty: 2592.058350
	Iteration 0F: 3 clusters Score -254558.1 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -255345.078125 Penalty: 2592.058350
	Iteration 1F: 3 clusters Score -255345.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -255606.390625 Penalty: 2592.058350
	Iteration 2F: 3 clusters Score -255606.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -255793.031250 Penalty: 2592.058350
	Iteration 3F: 3 clusters Score -255793 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -255916.531250 Penalty: 2592.058350
	Iteration 4F: 3 clusters Score -255916.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -256003.453125 Penalty: 2592.058350
	Iteration 5Q: 3 clusters Score -256003.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -256074.125000 Penalty: 2592.058350
	Iteration 6Q: 3 clusters Score -256074.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -256123.140625 Penalty: 2592.058350
	Iteration 7Q: 3 clusters Score -256123.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -256164.859375 Penalty: 2592.058350
	Iteration 8Q: 3 clusters Score -256164.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -256193.531250 Penalty: 2592.058350
	Iteration 9Q: 3 clusters Score -256193.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -256211.593750 Penalty: 2592.058350
	Iteration 10Q: 3 clusters Score -256211.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -256228.765625 Penalty: 2592.058350
	Iteration 11Q: 3 clusters Score -256228.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -256244.546875 Penalty: 2592.058350
	Iteration 12Q: 3 clusters Score -256244.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -256261.703125 Penalty: 2592.058350
	Iteration 13Q: 3 clusters Score -256261.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -256277.609375 Penalty: 2592.058350
	Iteration 14Q: 3 clusters Score -256277.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -256289.718750 Penalty: 2592.058350
	Iteration 15Q: 3 clusters Score -256289.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -256302.031250 Penalty: 2592.058350
	Iteration 16Q: 3 clusters Score -256302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -256311.609375 Penalty: 2592.058350
	Iteration 17Q: 3 clusters Score -256311.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -256322.718750 Penalty: 2592.058350
	Iteration 18Q: 3 clusters Score -256322.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -256334.953125 Penalty: 2592.058350
	Iteration 19Q: 3 clusters Score -256335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -256350.875000 Penalty: 2592.058350
	Iteration 20F: 3 clusters Score -256350.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -256364.093750 Penalty: 2592.058350
	Iteration 21Q: 3 clusters Score -256364.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -256381.265625 Penalty: 2592.058350
	Iteration 22Q: 3 clusters Score -256381.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -256393.875000 Penalty: 2592.058350
	Iteration 23Q: 3 clusters Score -256393.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -256404.640625 Penalty: 2592.058350
	Iteration 24Q: 3 clusters Score -256404.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -256411.390625 Penalty: 2592.058350
	Iteration 25Q: 3 clusters Score -256411.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -256416.125000 Penalty: 2592.058350
	Iteration 26Q: 3 clusters Score -256416.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -256420.593750 Penalty: 2592.058350
	Iteration 27Q: 3 clusters Score -256420.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -256426.375000 Penalty: 2592.058350
	Iteration 28Q: 3 clusters Score -256426.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -256432.031250 Penalty: 2592.058350
	Iteration 29Q: 3 clusters Score -256432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -256433.281250 Penalty: 2592.058350
	Iteration 30Q: 3 clusters Score -256433.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -256435.625000 Penalty: 2592.058350
	Iteration 31Q: 3 clusters Score -256435.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -256441.531250 Penalty: 2592.058350
	Iteration 32Q: 3 clusters Score -256441.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -256447.375000 Penalty: 2592.058350
	Iteration 33Q: 3 clusters Score -256447.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -256450.281250 Penalty: 2592.058350
	Iteration 34Q: 3 clusters Score -256450.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -256453.218750 Penalty: 2592.058350
	Iteration 35Q: 3 clusters Score -256453.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -256454.906250 Penalty: 2592.058350
	Iteration 36Q: 3 clusters Score -256454.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -256456.390625 Penalty: 2592.058350
	Iteration 37Q: 3 clusters Score -256456.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -256457.296875 Penalty: 2592.058350
	Iteration 38Q: 3 clusters Score -256457.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -256458.671875 Penalty: 2592.058350
	Iteration 39Q: 3 clusters Score -256458.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -256461.812500 Penalty: 2592.058350
	Iteration 40F: 3 clusters Score -256461.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -256463.250000 Penalty: 2592.058350
	Iteration 41Q: 3 clusters Score -256463.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -256466.484375 Penalty: 2592.058350
	Iteration 42Q: 3 clusters Score -256466.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -256469.421875 Penalty: 2592.058350
	Iteration 43Q: 3 clusters Score -256469.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -256475.640625 Penalty: 2592.058350
	Iteration 44Q: 3 clusters Score -256475.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -256481.156250 Penalty: 2592.058350
	Iteration 45Q: 3 clusters Score -256481.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -256484.593750 Penalty: 2592.058350
	Iteration 46Q: 3 clusters Score -256484.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -256487.031250 Penalty: 2592.058350
	Iteration 47Q: 3 clusters Score -256487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -256487.109375 Penalty: 2592.058350
	Iteration 48Q: 3 clusters Score -256487.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -256488.453125 Penalty: 2592.058350
	Iteration 49Q: 3 clusters Score -256488.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -256489.671875 Penalty: 2592.058350
	Iteration 50Q: 3 clusters Score -256489.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -256491.875000 Penalty: 2592.058350
	Iteration 51Q: 3 clusters Score -256491.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -256493.281250 Penalty: 2592.058350
	Iteration 52Q: 3 clusters Score -256493.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -256497.421875 Penalty: 2592.058350
	Iteration 53Q: 3 clusters Score -256497.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -256500.062500 Penalty: 2592.058350
	Iteration 54Q: 3 clusters Score -256500.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -256501.359375 Penalty: 2592.058350
	Iteration 55Q: 3 clusters Score -256501.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -256503.187500 Penalty: 2592.058350
	Iteration 56Q: 3 clusters Score -256503.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -256503.859375 Penalty: 2592.058350
	Iteration 57Q: 3 clusters Score -256503.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -256504.609375 Penalty: 2592.058350
	Iteration 58Q: 3 clusters Score -256504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -256505.937500 Penalty: 2592.058350
	Iteration 59Q: 3 clusters Score -256505.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -256508.109375 Penalty: 2592.058350
	Iteration 60F: 3 clusters Score -256508.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -256508.500000 Penalty: 2592.058350
	Iteration 61Q: 3 clusters Score -256508.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -256508.500000 Penalty: 2592.058350
	Iteration 62F: 3 clusters Score -256508.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62128 members 
Entering Unmasked Estep 
Score: -6315894.000000 Penalty: 1793.504761
	Iteration 0F: 2 clusters Score -6315894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -6274158.000000 Penalty: 3587.009521
	Iteration 0F: 3 clusters Score -6274158 nChanged 29460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -6291201.000000 Penalty: 3587.009521
	Iteration 1F: 3 clusters Score -6291201 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -6291834.000000 Penalty: 3587.009521
	Iteration 2Q: 3 clusters Score -6291834 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -6292591.000000 Penalty: 3587.009521
	Iteration 3Q: 3 clusters Score -6292591 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -6293741.500000 Penalty: 3587.009521
	Iteration 4Q: 3 clusters Score -6293742 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -6295570.500000 Penalty: 3587.009521
	Iteration 5F: 3 clusters Score -6295570 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -6298259.500000 Penalty: 3587.009521
	Iteration 6F: 3 clusters Score -6298260 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -6302187.000000 Penalty: 3587.009521
	Iteration 7F: 3 clusters Score -6302187 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -6306779.500000 Penalty: 3587.009521
	Iteration 8F: 3 clusters Score -6306780 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 58063 members 
Entering Unmasked Estep 
Score: -6310591.000000 Penalty: 3587.009521
	Iteration 9F: 3 clusters Score -6310591 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 60351 members 
Entering Unmasked Estep 
Score: -6312730.000000 Penalty: 3587.009521
	Iteration 10Q: 3 clusters Score -6312730 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 61396 members 
Entering Unmasked Estep 
Score: -6313732.500000 Penalty: 3587.009521
	Iteration 11Q: 3 clusters Score -6313732 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 61751 members 
Entering Unmasked Estep 
Score: -6314058.000000 Penalty: 3587.009521
	Iteration 12Q: 3 clusters Score -6314058 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 61860 members 
Entering Unmasked Estep 
Score: -6314149.500000 Penalty: 3587.009521
	Iteration 13Q: 3 clusters Score -6314150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -6314203.000000 Penalty: 3587.009521
	Iteration 14Q: 3 clusters Score -6314203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 61912 members 
Entering Unmasked Estep 
Score: -6314238.000000 Penalty: 3587.009521
	Iteration 15Q: 3 clusters Score -6314238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
Score: -6314279.000000 Penalty: 3587.009521
	Iteration 16Q: 3 clusters Score -6314279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 61944 members 
Entering Unmasked Estep 
Score: -6314308.500000 Penalty: 3587.009521
	Iteration 17Q: 3 clusters Score -6314308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -6314316.000000 Penalty: 3587.009521
	Iteration 18Q: 3 clusters Score -6314316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 61952 members 
Entering Unmasked Estep 
Score: -6314325.500000 Penalty: 3587.009521
	Iteration 19Q: 3 clusters Score -6314326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 61953 members 
Entering Unmasked Estep 
Score: -6314330.500000 Penalty: 3587.009521
	Iteration 20F: 3 clusters Score -6314330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 61955 members 
Entering Unmasked Estep 
Score: -6314329.000000 Penalty: 3587.009521
	Iteration 21Q: 3 clusters Score -6314329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 61955 members 
Entering Unmasked Estep 
Score: -6314329.000000 Penalty: 3587.009521
	Iteration 22F: 3 clusters Score -6314329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (219468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219468 members 
Entering Unmasked Estep 
Score: -22447278.000000 Penalty: 1998.581299
	Iteration 0F: 2 clusters Score -2.244728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109753 members 
Mstep: Class 2 contains 109715 members 
Entering Unmasked Estep 
Score: -22337258.000000 Penalty: 3997.162598
	Iteration 0F: 3 clusters Score -2.233726e+07 nChanged 106404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111013 members 
Mstep: Class 2 contains 108455 members 
Entering Unmasked Estep 
Score: -22399538.000000 Penalty: 3997.162598
	Iteration 1F: 3 clusters Score -2.239954e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111783 members 
Mstep: Class 2 contains 107685 members 
Entering Unmasked Estep 
Score: -22401130.000000 Penalty: 3997.162598
	Iteration 2Q: 3 clusters Score -2.240113e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112932 members 
Mstep: Class 2 contains 106536 members 
Entering Unmasked Estep 
Score: -22403348.000000 Penalty: 3997.162598
	Iteration 3Q: 3 clusters Score -2.240335e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114665 members 
Mstep: Class 2 contains 104803 members 
Entering Unmasked Estep 
Score: -22406240.000000 Penalty: 3997.162598
	Iteration 4Q: 3 clusters Score -2.240624e+07 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116955 members 
Mstep: Class 2 contains 102513 members 
Entering Unmasked Estep 
Score: -22410336.000000 Penalty: 3997.162598
	Iteration 5Q: 3 clusters Score -2.241034e+07 nChanged 11654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119509 members 
Mstep: Class 2 contains 99959 members 
Entering Unmasked Estep 
Score: -22415416.000000 Penalty: 3997.162598
	Iteration 6F: 3 clusters Score -2.241542e+07 nChanged 11868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122285 members 
Mstep: Class 2 contains 97183 members 
Entering Unmasked Estep 
Score: -22419986.000000 Penalty: 3997.162598
	Iteration 7F: 3 clusters Score -2.241999e+07 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125196 members 
Mstep: Class 2 contains 94272 members 
Entering Unmasked Estep 
Score: -22424062.000000 Penalty: 3997.162598
	Iteration 8Q: 3 clusters Score -2.242406e+07 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128677 members 
Mstep: Class 2 contains 90791 members 
Entering Unmasked Estep 
Score: -22427334.000000 Penalty: 3997.162598
	Iteration 9Q: 3 clusters Score -2.242733e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132966 members 
Mstep: Class 2 contains 86502 members 
Entering Unmasked Estep 
Score: -22430048.000000 Penalty: 3997.162598
	Iteration 10Q: 3 clusters Score -2.243005e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138327 members 
Mstep: Class 2 contains 81141 members 
Entering Unmasked Estep 
Score: -22432758.000000 Penalty: 3997.162598
	Iteration 11Q: 3 clusters Score -2.243276e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144769 members 
Mstep: Class 2 contains 74699 members 
Entering Unmasked Estep 
Score: -22435448.000000 Penalty: 3997.162598
	Iteration 12Q: 3 clusters Score -2.243545e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152507 members 
Mstep: Class 2 contains 66961 members 
Entering Unmasked Estep 
Score: -22438166.000000 Penalty: 3997.162598
	Iteration 13Q: 3 clusters Score -2.243817e+07 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162214 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
Score: -22440354.000000 Penalty: 3997.162598
	Iteration 14Q: 3 clusters Score -2.244035e+07 nChanged 11214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173366 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -22442004.000000 Penalty: 3997.162598
	Iteration 15F: 3 clusters Score -2.2442e+07 nChanged 11241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184601 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -22442746.000000 Penalty: 3997.162598
	Iteration 16F: 3 clusters Score -2.244275e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194471 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -22443290.000000 Penalty: 3997.162598
	Iteration 17Q: 3 clusters Score -2.244329e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202219 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -22443992.000000 Penalty: 3997.162598
	Iteration 18Q: 3 clusters Score -2.244399e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207687 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -22444418.000000 Penalty: 3997.162598
	Iteration 19Q: 3 clusters Score -2.244442e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211334 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -22444776.000000 Penalty: 3997.162598
	Iteration 20F: 3 clusters Score -2.244478e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213664 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -22445034.000000 Penalty: 3997.162598
	Iteration 21Q: 3 clusters Score -2.244503e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215217 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -22445412.000000 Penalty: 3997.162598
	Iteration 22Q: 3 clusters Score -2.244541e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216225 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -22445758.000000 Penalty: 3997.162598
	Iteration 23Q: 3 clusters Score -2.244576e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216889 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -22445860.000000 Penalty: 3997.162598
	Iteration 24Q: 3 clusters Score -2.244586e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217316 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -22445924.000000 Penalty: 3997.162598
	Iteration 25Q: 3 clusters Score -2.244592e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217601 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -22445968.000000 Penalty: 3997.162598
	Iteration 26Q: 3 clusters Score -2.244597e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217789 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -22446058.000000 Penalty: 3997.162598
	Iteration 27Q: 3 clusters Score -2.244606e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217932 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -22446128.000000 Penalty: 3997.162598
	Iteration 28Q: 3 clusters Score -2.244613e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218050 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -22446162.000000 Penalty: 3997.162598
	Iteration 29Q: 3 clusters Score -2.244616e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218142 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -22446190.000000 Penalty: 3997.162598
	Iteration 30Q: 3 clusters Score -2.244619e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218206 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -22446224.000000 Penalty: 3997.162598
	Iteration 31Q: 3 clusters Score -2.244622e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218257 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -22446236.000000 Penalty: 3997.162598
	Iteration 32Q: 3 clusters Score -2.244624e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218292 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -22446226.000000 Penalty: 3997.162598
	Iteration 33Q: 3 clusters Score -2.244623e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218317 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -22446222.000000 Penalty: 3997.162598
	Iteration 34Q: 3 clusters Score -2.244622e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218349 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -22446202.000000 Penalty: 3997.162598
	Iteration 35Q: 3 clusters Score -2.24462e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218380 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -22446216.000000 Penalty: 3997.162598
	Iteration 36Q: 3 clusters Score -2.244622e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218408 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -22446202.000000 Penalty: 3997.162598
	Iteration 37Q: 3 clusters Score -2.24462e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218423 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -22446202.000000 Penalty: 3997.162598
	Iteration 38Q: 3 clusters Score -2.24462e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218444 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -22446226.000000 Penalty: 3997.162598
	Iteration 39Q: 3 clusters Score -2.244623e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218464 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -22446232.000000 Penalty: 3997.162598
	Iteration 40F: 3 clusters Score -2.244623e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218475 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -22446230.000000 Penalty: 3997.162598
	Iteration 41Q: 3 clusters Score -2.244623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218484 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -22446226.000000 Penalty: 3997.162598
	Iteration 42Q: 3 clusters Score -2.244623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218494 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -22446232.000000 Penalty: 3997.162598
	Iteration 43Q: 3 clusters Score -2.244623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218500 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -22446232.000000 Penalty: 3997.162598
	Iteration 44Q: 3 clusters Score -2.244623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218503 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -22446236.000000 Penalty: 3997.162598
	Iteration 45Q: 3 clusters Score -2.244624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218507 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -22446228.000000 Penalty: 3997.162598
	Iteration 46Q: 3 clusters Score -2.244623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218508 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -22446226.000000 Penalty: 3997.162598
	Iteration 47Q: 3 clusters Score -2.244623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218507 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -22446228.000000 Penalty: 3997.162598
	Iteration 48Q: 3 clusters Score -2.244623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218507 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -22446222.000000 Penalty: 3997.162598
	Iteration 49Q: 3 clusters Score -2.244622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218507 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -22446222.000000 Penalty: 3997.162598
	Iteration 50F: 3 clusters Score -2.244622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 6417 members 
Mstep: Class 3 contains 188529 members 
Mstep: Class 4 contains 132521 members 
Mstep: Class 5 contains 34821 members 
Mstep: Class 7 contains 8510 members 
Mstep: Class 8 contains 4143 members 
Mstep: Class 9 contains 152902 members 
Mstep: Class 10 contains 2952 members 
Mstep: Class 11 contains 162527 members 
Mstep: Class 12 contains 206067 members 
Mstep: Class 16 contains 67736 members 
Mstep: Class 17 contains 7523 members 
Mstep: Class 20 contains 2909 members 
Mstep: Class 21 contains 62128 members 
Mstep: Class 22 contains 219468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127913656.000000 Penalty: 36575.996094
Iteration 159Q: 17 clusters Score -1.279137e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 6435 members 
Mstep: Class 3 contains 188443 members 
Mstep: Class 4 contains 132574 members 
Mstep: Class 5 contains 34842 members 
Mstep: Class 7 contains 8476 members 
Mstep: Class 8 contains 4137 members 
Mstep: Class 9 contains 152898 members 
Mstep: Class 10 contains 2952 members 
Mstep: Class 11 contains 162583 members 
Mstep: Class 12 contains 205767 members 
Mstep: Class 16 contains 67714 members 
Mstep: Class 17 contains 7542 members 
Mstep: Class 20 contains 2916 members 
Mstep: Class 21 contains 62128 members 
Mstep: Class 22 contains 219799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127913952.000000 Penalty: 36575.996094
Iteration 160F: 17 clusters Score -1.27914e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 6441 members 
Mstep: Class 3 contains 188405 members 
Mstep: Class 4 contains 132616 members 
Mstep: Class 5 contains 34857 members 
Mstep: Class 7 contains 8444 members 
Mstep: Class 8 contains 4132 members 
Mstep: Class 9 contains 152897 members 
Mstep: Class 10 contains 2951 members 
Mstep: Class 11 contains 162649 members 
Mstep: Class 12 contains 205496 members 
Mstep: Class 16 contains 67686 members 
Mstep: Class 17 contains 7561 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 62135 members 
Mstep: Class 22 contains 220060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127914168.000000 Penalty: 36575.996094
Iteration 161Q: 17 clusters Score -1.279142e+08 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 188376 members 
Mstep: Class 4 contains 132670 members 
Mstep: Class 5 contains 34861 members 
Mstep: Class 7 contains 8409 members 
Mstep: Class 8 contains 4128 members 
Mstep: Class 9 contains 152910 members 
Mstep: Class 10 contains 2950 members 
Mstep: Class 11 contains 162711 members 
Mstep: Class 12 contains 205204 members 
Mstep: Class 16 contains 67662 members 
Mstep: Class 17 contains 7581 members 
Mstep: Class 20 contains 2927 members 
Mstep: Class 21 contains 62128 members 
Mstep: Class 22 contains 220319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127914392.000000 Penalty: 36575.996094
Iteration 162Q: 17 clusters Score -1.279144e+08 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 6472 members 
Mstep: Class 3 contains 188312 members 
Mstep: Class 4 contains 132715 members 
Mstep: Class 5 contains 34880 members 
Mstep: Class 7 contains 8374 members 
Mstep: Class 8 contains 4127 members 
Mstep: Class 9 contains 152906 members 
Mstep: Class 10 contains 2950 members 
Mstep: Class 11 contains 162804 members 
Mstep: Class 12 contains 204936 members 
Mstep: Class 16 contains 67660 members 
Mstep: Class 17 contains 7594 members 
Mstep: Class 20 contains 2928 members 
Mstep: Class 21 contains 62115 members 
Mstep: Class 22 contains 220563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127914552.000000 Penalty: 36575.996094
Iteration 163Q: 17 clusters Score -1.279146e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 188243 members 
Mstep: Class 4 contains 132749 members 
Mstep: Class 5 contains 34892 members 
Mstep: Class 7 contains 8333 members 
Mstep: Class 8 contains 4124 members 
Mstep: Class 9 contains 152905 members 
Mstep: Class 10 contains 2950 members 
Mstep: Class 11 contains 162889 members 
Mstep: Class 12 contains 204679 members 
Mstep: Class 16 contains 67656 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 20 contains 2927 members 
Mstep: Class 21 contains 62105 members 
Mstep: Class 22 contains 220818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127915032.000000 Penalty: 36575.996094
Iteration 164Q: 17 clusters Score -1.27915e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 188131 members 
Mstep: Class 4 contains 132787 members 
Mstep: Class 5 contains 34912 members 
Mstep: Class 7 contains 8287 members 
Mstep: Class 8 contains 4116 members 
Mstep: Class 9 contains 152926 members 
Mstep: Class 10 contains 2950 members 
Mstep: Class 11 contains 162981 members 
Mstep: Class 12 contains 204455 members 
Mstep: Class 16 contains 67654 members 
Mstep: Class 17 contains 7642 members 
Mstep: Class 20 contains 2930 members 
Mstep: Class 21 contains 62076 members 
Mstep: Class 22 contains 221072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127915368.000000 Penalty: 36575.996094
Iteration 165Q: 17 clusters Score -1.279154e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 6479 members 
Mstep: Class 3 contains 188028 members 
Mstep: Class 4 contains 132848 members 
Mstep: Class 5 contains 34924 members 
Mstep: Class 7 contains 8246 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 152938 members 
Mstep: Class 10 contains 2949 members 
Mstep: Class 11 contains 163088 members 
Mstep: Class 12 contains 204232 members 
Mstep: Class 16 contains 67663 members 
Mstep: Class 17 contains 7654 members 
Mstep: Class 20 contains 2931 members 
Mstep: Class 21 contains 62057 members 
Mstep: Class 22 contains 221286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127915392.000000 Penalty: 36575.996094
Iteration 166Q: 17 clusters Score -1.279154e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 6472 members 
Mstep: Class 3 contains 187945 members 
Mstep: Class 4 contains 132916 members 
Mstep: Class 5 contains 34943 members 
Mstep: Class 7 contains 8214 members 
Mstep: Class 8 contains 4102 members 
Mstep: Class 9 contains 152968 members 
Mstep: Class 10 contains 2946 members 
Mstep: Class 11 contains 163129 members 
Mstep: Class 12 contains 203987 members 
Mstep: Class 16 contains 67663 members 
Mstep: Class 17 contains 7672 members 
Mstep: Class 20 contains 2934 members 
Mstep: Class 21 contains 62049 members 
Mstep: Class 22 contains 221518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127915496.000000 Penalty: 36575.996094
Iteration 167Q: 17 clusters Score -1.279155e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 6480 members 
Mstep: Class 3 contains 187925 members 
Mstep: Class 4 contains 132977 members 
Mstep: Class 5 contains 34970 members 
Mstep: Class 7 contains 8191 members 
Mstep: Class 8 contains 4092 members 
Mstep: Class 9 contains 152982 members 
Mstep: Class 10 contains 2942 members 
Mstep: Class 11 contains 163173 members 
Mstep: Class 12 contains 203719 members 
Mstep: Class 16 contains 67663 members 
Mstep: Class 17 contains 7681 members 
Mstep: Class 20 contains 2938 members 
Mstep: Class 21 contains 62053 members 
Mstep: Class 22 contains 221707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127915568.000000 Penalty: 36575.996094
Iteration 168Q: 17 clusters Score -1.279156e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 6474 members 
Mstep: Class 3 contains 187932 members 
Mstep: Class 4 contains 133022 members 
Mstep: Class 5 contains 34990 members 
Mstep: Class 7 contains 8168 members 
Mstep: Class 8 contains 4082 members 
Mstep: Class 9 contains 152985 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 163201 members 
Mstep: Class 12 contains 203455 members 
Mstep: Class 16 contains 67661 members 
Mstep: Class 17 contains 7693 members 
Mstep: Class 20 contains 2933 members 
Mstep: Class 21 contains 62063 members 
Mstep: Class 22 contains 221908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127915792.000000 Penalty: 36575.996094
Iteration 169Q: 17 clusters Score -1.279158e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 6473 members 
Mstep: Class 3 contains 187917 members 
Mstep: Class 4 contains 133063 members 
Mstep: Class 5 contains 34998 members 
Mstep: Class 7 contains 8146 members 
Mstep: Class 8 contains 4079 members 
Mstep: Class 9 contains 152999 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 163252 members 
Mstep: Class 12 contains 203185 members 
Mstep: Class 16 contains 67656 members 
Mstep: Class 17 contains 7715 members 
Mstep: Class 20 contains 2935 members 
Mstep: Class 21 contains 62058 members 
Mstep: Class 22 contains 222116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127915984.000000 Penalty: 36575.996094
Iteration 170Q: 17 clusters Score -1.27916e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 6471 members 
Mstep: Class 3 contains 187918 members 
Mstep: Class 4 contains 133096 members 
Mstep: Class 5 contains 35007 members 
Mstep: Class 7 contains 8126 members 
Mstep: Class 8 contains 4073 members 
Mstep: Class 9 contains 153011 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 163298 members 
Mstep: Class 12 contains 202926 members 
Mstep: Class 16 contains 67652 members 
Mstep: Class 17 contains 7737 members 
Mstep: Class 20 contains 2937 members 
Mstep: Class 21 contains 62063 members 
Mstep: Class 22 contains 222297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127915960.000000 Penalty: 36575.996094
Iteration 171Q: 17 clusters Score -1.27916e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 6469 members 
Mstep: Class 3 contains 187861 members 
Mstep: Class 4 contains 133157 members 
Mstep: Class 5 contains 35011 members 
Mstep: Class 7 contains 8116 members 
Mstep: Class 8 contains 4069 members 
Mstep: Class 9 contains 153024 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 163328 members 
Mstep: Class 12 contains 202710 members 
Mstep: Class 16 contains 67651 members 
Mstep: Class 17 contains 7767 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 62053 members 
Mstep: Class 22 contains 222484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127916232.000000 Penalty: 36575.996094
Iteration 172Q: 17 clusters Score -1.279162e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 6469 members 
Mstep: Class 3 contains 187835 members 
Mstep: Class 4 contains 133198 members 
Mstep: Class 5 contains 35010 members 
Mstep: Class 7 contains 8098 members 
Mstep: Class 8 contains 4063 members 
Mstep: Class 9 contains 153031 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 163344 members 
Mstep: Class 12 contains 202503 members 
Mstep: Class 16 contains 67649 members 
Mstep: Class 17 contains 7788 members 
Mstep: Class 20 contains 2943 members 
Mstep: Class 21 contains 62049 members 
Mstep: Class 22 contains 222677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127916336.000000 Penalty: 36575.996094
Iteration 173Q: 17 clusters Score -1.279163e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 6464 members 
Mstep: Class 3 contains 187795 members 
Mstep: Class 4 contains 133239 members 
Mstep: Class 5 contains 35014 members 
Mstep: Class 7 contains 8086 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 153075 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 163393 members 
Mstep: Class 12 contains 202276 members 
Mstep: Class 16 contains 67640 members 
Mstep: Class 17 contains 7813 members 
Mstep: Class 20 contains 2943 members 
Mstep: Class 21 contains 62049 members 
Mstep: Class 22 contains 222833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127916656.000000 Penalty: 36575.996094
Iteration 174Q: 17 clusters Score -1.279167e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 6463 members 
Mstep: Class 3 contains 187756 members 
Mstep: Class 4 contains 133286 members 
Mstep: Class 5 contains 35021 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 4052 members 
Mstep: Class 9 contains 153095 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 163442 members 
Mstep: Class 12 contains 202081 members 
Mstep: Class 16 contains 67631 members 
Mstep: Class 17 contains 7830 members 
Mstep: Class 20 contains 2944 members 
Mstep: Class 21 contains 62051 members 
Mstep: Class 22 contains 222966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127916736.000000 Penalty: 36575.996094
Iteration 175Q: 17 clusters Score -1.279167e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 6463 members 
Mstep: Class 3 contains 187720 members 
Mstep: Class 4 contains 133318 members 
Mstep: Class 5 contains 35031 members 
Mstep: Class 7 contains 8068 members 
Mstep: Class 8 contains 4049 members 
Mstep: Class 9 contains 153091 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 163482 members 
Mstep: Class 12 contains 201909 members 
Mstep: Class 16 contains 67635 members 
Mstep: Class 17 contains 7852 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 62058 members 
Mstep: Class 22 contains 223091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127916784.000000 Penalty: 36575.996094
Iteration 176Q: 17 clusters Score -1.279168e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 6466 members 
Mstep: Class 3 contains 187651 members 
Mstep: Class 4 contains 133344 members 
Mstep: Class 5 contains 35040 members 
Mstep: Class 7 contains 8056 members 
Mstep: Class 8 contains 4046 members 
Mstep: Class 9 contains 153084 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 163552 members 
Mstep: Class 12 contains 201771 members 
Mstep: Class 16 contains 67635 members 
Mstep: Class 17 contains 7877 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 62066 members 
Mstep: Class 22 contains 223202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127916840.000000 Penalty: 36575.996094
Iteration 177Q: 17 clusters Score -1.279168e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 6472 members 
Mstep: Class 3 contains 187568 members 
Mstep: Class 4 contains 133376 members 
Mstep: Class 5 contains 35046 members 
Mstep: Class 7 contains 8030 members 
Mstep: Class 8 contains 4044 members 
Mstep: Class 9 contains 153094 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 163597 members 
Mstep: Class 12 contains 201653 members 
Mstep: Class 16 contains 67634 members 
Mstep: Class 17 contains 7893 members 
Mstep: Class 20 contains 2940 members 
Mstep: Class 21 contains 62076 members 
Mstep: Class 22 contains 223330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127916936.000000 Penalty: 36575.996094
Iteration 178Q: 17 clusters Score -1.279169e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 6480 members 
Mstep: Class 3 contains 187511 members 
Mstep: Class 4 contains 133421 members 
Mstep: Class 5 contains 35050 members 
Mstep: Class 7 contains 8010 members 
Mstep: Class 8 contains 4042 members 
Mstep: Class 9 contains 153091 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 163618 members 
Mstep: Class 12 contains 201549 members 
Mstep: Class 16 contains 67638 members 
Mstep: Class 17 contains 7902 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 62085 members 
Mstep: Class 22 contains 223441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127917120.000000 Penalty: 36575.996094
Iteration 179Q: 17 clusters Score -1.279171e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 6477 members 
Mstep: Class 3 contains 187466 members 
Mstep: Class 4 contains 133451 members 
Mstep: Class 5 contains 35058 members 
Mstep: Class 7 contains 7998 members 
Mstep: Class 8 contains 4039 members 
Mstep: Class 9 contains 153092 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 163644 members 
Mstep: Class 12 contains 201451 members 
Mstep: Class 16 contains 67635 members 
Mstep: Class 17 contains 7914 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 62082 members 
Mstep: Class 22 contains 223550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127917192.000000 Penalty: 36575.996094
Iteration 180F: 17 clusters Score -1.279172e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 187441 members 
Mstep: Class 4 contains 133478 members 
Mstep: Class 5 contains 35060 members 
Mstep: Class 7 contains 7989 members 
Mstep: Class 8 contains 4036 members 
Mstep: Class 9 contains 153093 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 163670 members 
Mstep: Class 12 contains 201329 members 
Mstep: Class 16 contains 67627 members 
Mstep: Class 17 contains 7935 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 62085 members 
Mstep: Class 22 contains 223656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127917368.000000 Penalty: 36575.996094
Iteration 181Q: 17 clusters Score -1.279174e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 187419 members 
Mstep: Class 4 contains 133505 members 
Mstep: Class 5 contains 35064 members 
Mstep: Class 7 contains 7975 members 
Mstep: Class 8 contains 4033 members 
Mstep: Class 9 contains 153088 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 163681 members 
Mstep: Class 12 contains 201226 members 
Mstep: Class 16 contains 67620 members 
Mstep: Class 17 contains 7955 members 
Mstep: Class 20 contains 2944 members 
Mstep: Class 21 contains 62094 members 
Mstep: Class 22 contains 223755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127917288.000000 Penalty: 36575.996094
Iteration 182Q: 17 clusters Score -1.279173e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 187393 members 
Mstep: Class 4 contains 133530 members 
Mstep: Class 5 contains 35071 members 
Mstep: Class 7 contains 7957 members 
Mstep: Class 8 contains 4030 members 
Mstep: Class 9 contains 153082 members 
Mstep: Class 10 contains 2939 members 
Mstep: Class 11 contains 163697 members 
Mstep: Class 12 contains 201141 members 
Mstep: Class 16 contains 67617 members 
Mstep: Class 17 contains 7972 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 62100 members 
Mstep: Class 22 contains 223839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127917448.000000 Penalty: 36575.996094
Iteration 183Q: 17 clusters Score -1.279174e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 6515 members 
Mstep: Class 3 contains 187383 members 
Mstep: Class 4 contains 133569 members 
Mstep: Class 5 contains 35070 members 
Mstep: Class 7 contains 7944 members 
Mstep: Class 8 contains 4027 members 
Mstep: Class 9 contains 153088 members 
Mstep: Class 10 contains 2939 members 
Mstep: Class 11 contains 163705 members 
Mstep: Class 12 contains 201047 members 
Mstep: Class 16 contains 67612 members 
Mstep: Class 17 contains 7983 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 62104 members 
Mstep: Class 22 contains 223919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127917352.000000 Penalty: 36575.996094
Iteration 184Q: 17 clusters Score -1.279174e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 6524 members 
Mstep: Class 3 contains 187369 members 
Mstep: Class 4 contains 133599 members 
Mstep: Class 5 contains 35081 members 
Mstep: Class 7 contains 7931 members 
Mstep: Class 8 contains 4024 members 
Mstep: Class 9 contains 153088 members 
Mstep: Class 10 contains 2938 members 
Mstep: Class 11 contains 163730 members 
Mstep: Class 12 contains 200958 members 
Mstep: Class 16 contains 67597 members 
Mstep: Class 17 contains 7998 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 62114 members 
Mstep: Class 22 contains 223979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127917544.000000 Penalty: 36575.996094
Iteration 185Q: 17 clusters Score -1.279175e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 6524 members 
Mstep: Class 3 contains 187348 members 
Mstep: Class 4 contains 133632 members 
Mstep: Class 5 contains 35092 members 
Mstep: Class 7 contains 7917 members 
Mstep: Class 8 contains 4017 members 
Mstep: Class 9 contains 153090 members 
Mstep: Class 10 contains 2936 members 
Mstep: Class 11 contains 163759 members 
Mstep: Class 12 contains 200876 members 
Mstep: Class 16 contains 67583 members 
Mstep: Class 17 contains 8014 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 62118 members 
Mstep: Class 22 contains 224037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127917720.000000 Penalty: 36575.996094
Iteration 186Q: 17 clusters Score -1.279177e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 6518 members 
Mstep: Class 3 contains 187270 members 
Mstep: Class 4 contains 133674 members 
Mstep: Class 5 contains 35100 members 
Mstep: Class 7 contains 7903 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 153099 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 163808 members 
Mstep: Class 12 contains 200814 members 
Mstep: Class 16 contains 67579 members 
Mstep: Class 17 contains 8031 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 62113 members 
Mstep: Class 22 contains 224099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127917872.000000 Penalty: 36575.996094
Iteration 187Q: 17 clusters Score -1.279179e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 6520 members 
Mstep: Class 3 contains 187244 members 
Mstep: Class 4 contains 133708 members 
Mstep: Class 5 contains 35101 members 
Mstep: Class 7 contains 7889 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 153109 members 
Mstep: Class 10 contains 2936 members 
Mstep: Class 11 contains 163821 members 
Mstep: Class 12 contains 200750 members 
Mstep: Class 16 contains 67581 members 
Mstep: Class 17 contains 8043 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 62103 members 
Mstep: Class 22 contains 224160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918016.000000 Penalty: 36575.996094
Iteration 188Q: 17 clusters Score -1.27918e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 6523 members 
Mstep: Class 3 contains 187234 members 
Mstep: Class 4 contains 133755 members 
Mstep: Class 5 contains 35105 members 
Mstep: Class 7 contains 7870 members 
Mstep: Class 8 contains 4009 members 
Mstep: Class 9 contains 153116 members 
Mstep: Class 10 contains 2936 members 
Mstep: Class 11 contains 163799 members 
Mstep: Class 12 contains 200686 members 
Mstep: Class 16 contains 67573 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 62105 members 
Mstep: Class 22 contains 224229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918128.000000 Penalty: 36575.996094
Iteration 189Q: 17 clusters Score -1.279181e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 6525 members 
Mstep: Class 3 contains 187229 members 
Mstep: Class 4 contains 133798 members 
Mstep: Class 5 contains 35107 members 
Mstep: Class 7 contains 7857 members 
Mstep: Class 8 contains 4006 members 
Mstep: Class 9 contains 153115 members 
Mstep: Class 10 contains 2936 members 
Mstep: Class 11 contains 163774 members 
Mstep: Class 12 contains 200628 members 
Mstep: Class 16 contains 67563 members 
Mstep: Class 17 contains 8070 members 
Mstep: Class 20 contains 2944 members 
Mstep: Class 21 contains 62107 members 
Mstep: Class 22 contains 224295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918352.000000 Penalty: 36575.996094
Iteration 190Q: 17 clusters Score -1.279184e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 6525 members 
Mstep: Class 3 contains 187216 members 
Mstep: Class 4 contains 133832 members 
Mstep: Class 5 contains 35110 members 
Mstep: Class 7 contains 7840 members 
Mstep: Class 8 contains 4004 members 
Mstep: Class 9 contains 153129 members 
Mstep: Class 10 contains 2936 members 
Mstep: Class 11 contains 163742 members 
Mstep: Class 12 contains 200567 members 
Mstep: Class 16 contains 67560 members 
Mstep: Class 17 contains 8085 members 
Mstep: Class 20 contains 2943 members 
Mstep: Class 21 contains 62105 members 
Mstep: Class 22 contains 224369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918336.000000 Penalty: 36575.996094
Iteration 191Q: 17 clusters Score -1.279183e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 6529 members 
Mstep: Class 3 contains 187187 members 
Mstep: Class 4 contains 133862 members 
Mstep: Class 5 contains 35114 members 
Mstep: Class 7 contains 7823 members 
Mstep: Class 8 contains 4002 members 
Mstep: Class 9 contains 153139 members 
Mstep: Class 10 contains 2936 members 
Mstep: Class 11 contains 163727 members 
Mstep: Class 12 contains 200520 members 
Mstep: Class 16 contains 67566 members 
Mstep: Class 17 contains 8095 members 
Mstep: Class 20 contains 2945 members 
Mstep: Class 21 contains 62107 members 
Mstep: Class 22 contains 224426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918336.000000 Penalty: 36575.996094
Iteration 192Q: 17 clusters Score -1.279183e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 6530 members 
Mstep: Class 3 contains 187174 members 
Mstep: Class 4 contains 133892 members 
Mstep: Class 5 contains 35113 members 
Mstep: Class 7 contains 7801 members 
Mstep: Class 8 contains 4001 members 
Mstep: Class 9 contains 153144 members 
Mstep: Class 10 contains 2936 members 
Mstep: Class 11 contains 163739 members 
Mstep: Class 12 contains 200466 members 
Mstep: Class 16 contains 67571 members 
Mstep: Class 17 contains 8101 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 62108 members 
Mstep: Class 22 contains 224472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918184.000000 Penalty: 36575.996094
Iteration 193Q: 17 clusters Score -1.279182e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 6531 members 
Mstep: Class 3 contains 187170 members 
Mstep: Class 4 contains 133921 members 
Mstep: Class 5 contains 35117 members 
Mstep: Class 7 contains 7787 members 
Mstep: Class 8 contains 4001 members 
Mstep: Class 9 contains 153151 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 163751 members 
Mstep: Class 12 contains 200411 members 
Mstep: Class 16 contains 67567 members 
Mstep: Class 17 contains 8107 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 62119 members 
Mstep: Class 22 contains 224494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918304.000000 Penalty: 36575.996094
Iteration 194Q: 17 clusters Score -1.279183e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 6535 members 
Mstep: Class 3 contains 187141 members 
Mstep: Class 4 contains 133945 members 
Mstep: Class 5 contains 35125 members 
Mstep: Class 7 contains 7775 members 
Mstep: Class 8 contains 4000 members 
Mstep: Class 9 contains 153160 members 
Mstep: Class 10 contains 2938 members 
Mstep: Class 11 contains 163783 members 
Mstep: Class 12 contains 200358 members 
Mstep: Class 16 contains 67566 members 
Mstep: Class 17 contains 8119 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 62129 members 
Mstep: Class 22 contains 224502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918440.000000 Penalty: 36575.996094
Iteration 195Q: 17 clusters Score -1.279184e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 6537 members 
Mstep: Class 3 contains 187126 members 
Mstep: Class 4 contains 133968 members 
Mstep: Class 5 contains 35138 members 
Mstep: Class 7 contains 7759 members 
Mstep: Class 8 contains 3997 members 
Mstep: Class 9 contains 153175 members 
Mstep: Class 10 contains 2938 members 
Mstep: Class 11 contains 163806 members 
Mstep: Class 12 contains 200310 members 
Mstep: Class 16 contains 67568 members 
Mstep: Class 17 contains 8128 members 
Mstep: Class 20 contains 2947 members 
Mstep: Class 21 contains 62134 members 
Mstep: Class 22 contains 224498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918512.000000 Penalty: 36575.996094
Iteration 196Q: 17 clusters Score -1.279185e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 6535 members 
Mstep: Class 3 contains 187134 members 
Mstep: Class 4 contains 133977 members 
Mstep: Class 5 contains 35145 members 
Mstep: Class 7 contains 7754 members 
Mstep: Class 8 contains 3991 members 
Mstep: Class 9 contains 153199 members 
Mstep: Class 10 contains 2938 members 
Mstep: Class 11 contains 163828 members 
Mstep: Class 12 contains 200245 members 
Mstep: Class 16 contains 67569 members 
Mstep: Class 17 contains 8141 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 62138 members 
Mstep: Class 22 contains 224483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918496.000000 Penalty: 36575.996094
Iteration 197Q: 17 clusters Score -1.279185e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 6533 members 
Mstep: Class 3 contains 187117 members 
Mstep: Class 4 contains 133996 members 
Mstep: Class 5 contains 35145 members 
Mstep: Class 7 contains 7745 members 
Mstep: Class 8 contains 3986 members 
Mstep: Class 9 contains 153220 members 
Mstep: Class 10 contains 2938 members 
Mstep: Class 11 contains 163861 members 
Mstep: Class 12 contains 200190 members 
Mstep: Class 16 contains 67574 members 
Mstep: Class 17 contains 8150 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 62149 members 
Mstep: Class 22 contains 224470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918480.000000 Penalty: 36575.996094
Iteration 198Q: 17 clusters Score -1.279185e+08 nChanged 316
Entering ConstructFrom: 
Score: -127918480.000000 Penalty: 36575.996094
Entering ConstructFrom: 
Trying to split cluster 1 (26796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Entering Unmasked Estep 
Score: -2609847.000000 Penalty: 1656.851196
	Iteration 0F: 2 clusters Score -2609847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2591646.500000 Penalty: 3313.702393
	Iteration 0F: 3 clusters Score -2591646 nChanged 12322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2598477.750000 Penalty: 3313.702393
	Iteration 1F: 3 clusters Score -2598478 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2598924.250000 Penalty: 3313.702393
	Iteration 2Q: 3 clusters Score -2598924 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2599432.500000 Penalty: 3313.702393
	Iteration 3Q: 3 clusters Score -2599432 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2600137.750000 Penalty: 3313.702393
	Iteration 4Q: 3 clusters Score -2600138 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2600992.500000 Penalty: 3313.702393
	Iteration 5F: 3 clusters Score -2600992 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2602039.750000 Penalty: 3313.702393
	Iteration 6F: 3 clusters Score -2602040 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2603251.750000 Penalty: 3313.702393
	Iteration 7F: 3 clusters Score -2603252 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -2604505.750000 Penalty: 3313.702393
	Iteration 8F: 3 clusters Score -2604506 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -2605675.500000 Penalty: 3313.702393
	Iteration 9F: 3 clusters Score -2605676 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -2606713.250000 Penalty: 3313.702393
	Iteration 10Q: 3 clusters Score -2606713 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -2607412.250000 Penalty: 3313.702393
	Iteration 11Q: 3 clusters Score -2607412 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -2607888.750000 Penalty: 3313.702393
	Iteration 12Q: 3 clusters Score -2607889 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -2608110.000000 Penalty: 3313.702393
	Iteration 13Q: 3 clusters Score -2608110 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -2608258.500000 Penalty: 3313.702393
	Iteration 14Q: 3 clusters Score -2608258 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -2608319.750000 Penalty: 3313.702393
	Iteration 15Q: 3 clusters Score -2608320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -2608360.750000 Penalty: 3313.702393
	Iteration 16Q: 3 clusters Score -2608361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -2608390.000000 Penalty: 3313.702393
	Iteration 17Q: 3 clusters Score -2608390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -2608405.250000 Penalty: 3313.702393
	Iteration 18Q: 3 clusters Score -2608405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -2608417.500000 Penalty: 3313.702393
	Iteration 19Q: 3 clusters Score -2608418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -2608427.500000 Penalty: 3313.702393
	Iteration 20F: 3 clusters Score -2608428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -2608438.250000 Penalty: 3313.702393
	Iteration 21Q: 3 clusters Score -2608438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -2608447.500000 Penalty: 3313.702393
	Iteration 22Q: 3 clusters Score -2608448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -2608453.500000 Penalty: 3313.702393
	Iteration 23Q: 3 clusters Score -2608454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -2608459.500000 Penalty: 3313.702393
	Iteration 24Q: 3 clusters Score -2608460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -2608463.000000 Penalty: 3313.702393
	Iteration 25Q: 3 clusters Score -2608463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -2608467.500000 Penalty: 3313.702393
	Iteration 26Q: 3 clusters Score -2608468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -2608469.500000 Penalty: 3313.702393
	Iteration 27Q: 3 clusters Score -2608470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -2608469.500000 Penalty: 3313.702393
	Iteration 28F: 3 clusters Score -2608470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Entering Unmasked Estep 
Score: -662182.937500 Penalty: 1427.426392
	Iteration 0F: 2 clusters Score -662182.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -657245.250000 Penalty: 2854.852783
	Iteration 0F: 3 clusters Score -657245.2 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -658610.687500 Penalty: 2854.852783
	Iteration 1F: 3 clusters Score -658610.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -658810.000000 Penalty: 2854.852783
	Iteration 2F: 3 clusters Score -658810 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -658952.062500 Penalty: 2854.852783
	Iteration 3F: 3 clusters Score -658952.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -659072.937500 Penalty: 2854.852783
	Iteration 4Q: 3 clusters Score -659072.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -659163.875000 Penalty: 2854.852783
	Iteration 5Q: 3 clusters Score -659163.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -659240.562500 Penalty: 2854.852783
	Iteration 6Q: 3 clusters Score -659240.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -659297.187500 Penalty: 2854.852783
	Iteration 7Q: 3 clusters Score -659297.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -659338.187500 Penalty: 2854.852783
	Iteration 8Q: 3 clusters Score -659338.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -659370.500000 Penalty: 2854.852783
	Iteration 9Q: 3 clusters Score -659370.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -659396.437500 Penalty: 2854.852783
	Iteration 10Q: 3 clusters Score -659396.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -659424.250000 Penalty: 2854.852783
	Iteration 11Q: 3 clusters Score -659424.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -659449.062500 Penalty: 2854.852783
	Iteration 12Q: 3 clusters Score -659449.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -659472.750000 Penalty: 2854.852783
	Iteration 13Q: 3 clusters Score -659472.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -659496.687500 Penalty: 2854.852783
	Iteration 14Q: 3 clusters Score -659496.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -659526.625000 Penalty: 2854.852783
	Iteration 15Q: 3 clusters Score -659526.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -659561.437500 Penalty: 2854.852783
	Iteration 16Q: 3 clusters Score -659561.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -659602.937500 Penalty: 2854.852783
	Iteration 17Q: 3 clusters Score -659602.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -659671.375000 Penalty: 2854.852783
	Iteration 18Q: 3 clusters Score -659671.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -659735.062500 Penalty: 2854.852783
	Iteration 19Q: 3 clusters Score -659735.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -659813.437500 Penalty: 2854.852783
	Iteration 20F: 3 clusters Score -659813.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -659898.000000 Penalty: 2854.852783
	Iteration 21Q: 3 clusters Score -659898 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -659968.500000 Penalty: 2854.852783
	Iteration 22Q: 3 clusters Score -659968.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -660017.000000 Penalty: 2854.852783
	Iteration 23Q: 3 clusters Score -660017 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -660051.125000 Penalty: 2854.852783
	Iteration 24Q: 3 clusters Score -660051.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -660072.875000 Penalty: 2854.852783
	Iteration 25Q: 3 clusters Score -660072.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -660093.500000 Penalty: 2854.852783
	Iteration 26Q: 3 clusters Score -660093.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -660108.687500 Penalty: 2854.852783
	Iteration 27Q: 3 clusters Score -660108.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -660123.812500 Penalty: 2854.852783
	Iteration 28Q: 3 clusters Score -660123.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -660137.375000 Penalty: 2854.852783
	Iteration 29Q: 3 clusters Score -660137.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -660155.125000 Penalty: 2854.852783
	Iteration 30Q: 3 clusters Score -660155.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -660170.937500 Penalty: 2854.852783
	Iteration 31Q: 3 clusters Score -660170.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -660185.812500 Penalty: 2854.852783
	Iteration 32Q: 3 clusters Score -660185.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -660198.000000 Penalty: 2854.852783
	Iteration 33Q: 3 clusters Score -660198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -660215.937500 Penalty: 2854.852783
	Iteration 34Q: 3 clusters Score -660215.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -660232.500000 Penalty: 2854.852783
	Iteration 35Q: 3 clusters Score -660232.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -660244.187500 Penalty: 2854.852783
	Iteration 36Q: 3 clusters Score -660244.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -660262.437500 Penalty: 2854.852783
	Iteration 37Q: 3 clusters Score -660262.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -660279.000000 Penalty: 2854.852783
	Iteration 38Q: 3 clusters Score -660279 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -660296.000000 Penalty: 2854.852783
	Iteration 39Q: 3 clusters Score -660296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -660311.312500 Penalty: 2854.852783
	Iteration 40F: 3 clusters Score -660311.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -660327.250000 Penalty: 2854.852783
	Iteration 41Q: 3 clusters Score -660327.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -660346.187500 Penalty: 2854.852783
	Iteration 42Q: 3 clusters Score -660346.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -660364.062500 Penalty: 2854.852783
	Iteration 43Q: 3 clusters Score -660364.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -660378.750000 Penalty: 2854.852783
	Iteration 44Q: 3 clusters Score -660378.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -660396.937500 Penalty: 2854.852783
	Iteration 45Q: 3 clusters Score -660396.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -660410.062500 Penalty: 2854.852783
	Iteration 46Q: 3 clusters Score -660410.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -660423.937500 Penalty: 2854.852783
	Iteration 47Q: 3 clusters Score -660423.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -660431.875000 Penalty: 2854.852783
	Iteration 48Q: 3 clusters Score -660431.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -660443.500000 Penalty: 2854.852783
	Iteration 49Q: 3 clusters Score -660443.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -660456.937500 Penalty: 2854.852783
	Iteration 50Q: 3 clusters Score -660456.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -660469.187500 Penalty: 2854.852783
	Iteration 51Q: 3 clusters Score -660469.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -660483.062500 Penalty: 2854.852783
	Iteration 52Q: 3 clusters Score -660483.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -660505.250000 Penalty: 2854.852783
	Iteration 53Q: 3 clusters Score -660505.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -660525.312500 Penalty: 2854.852783
	Iteration 54Q: 3 clusters Score -660525.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -660548.000000 Penalty: 2854.852783
	Iteration 55Q: 3 clusters Score -660548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -660563.187500 Penalty: 2854.852783
	Iteration 56Q: 3 clusters Score -660563.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -660573.750000 Penalty: 2854.852783
	Iteration 57Q: 3 clusters Score -660573.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -660585.500000 Penalty: 2854.852783
	Iteration 58Q: 3 clusters Score -660585.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -660594.562500 Penalty: 2854.852783
	Iteration 59Q: 3 clusters Score -660594.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -660609.875000 Penalty: 2854.852783
	Iteration 60F: 3 clusters Score -660609.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -660617.562500 Penalty: 2854.852783
	Iteration 61Q: 3 clusters Score -660617.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -660623.312500 Penalty: 2854.852783
	Iteration 62Q: 3 clusters Score -660623.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -660632.437500 Penalty: 2854.852783
	Iteration 63Q: 3 clusters Score -660632.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -660639.562500 Penalty: 2854.852783
	Iteration 64Q: 3 clusters Score -660639.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -660644.687500 Penalty: 2854.852783
	Iteration 65Q: 3 clusters Score -660644.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -660646.062500 Penalty: 2854.852783
	Iteration 66Q: 3 clusters Score -660646.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -660650.000000 Penalty: 2854.852783
	Iteration 67Q: 3 clusters Score -660650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -660652.437500 Penalty: 2854.852783
	Iteration 68Q: 3 clusters Score -660652.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -660654.687500 Penalty: 2854.852783
	Iteration 69Q: 3 clusters Score -660654.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -660657.687500 Penalty: 2854.852783
	Iteration 70Q: 3 clusters Score -660657.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -660662.937500 Penalty: 2854.852783
	Iteration 71Q: 3 clusters Score -660662.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -660666.687500 Penalty: 2854.852783
	Iteration 72Q: 3 clusters Score -660666.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -660670.750000 Penalty: 2854.852783
	Iteration 73Q: 3 clusters Score -660670.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -660672.250000 Penalty: 2854.852783
	Iteration 74Q: 3 clusters Score -660672.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -660674.625000 Penalty: 2854.852783
	Iteration 75Q: 3 clusters Score -660674.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -660677.437500 Penalty: 2854.852783
	Iteration 76Q: 3 clusters Score -660677.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -660678.625000 Penalty: 2854.852783
	Iteration 77Q: 3 clusters Score -660678.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -660678.125000 Penalty: 2854.852783
	Iteration 78Q: 3 clusters Score -660678.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -660683.000000 Penalty: 2854.852783
	Iteration 79Q: 3 clusters Score -660683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -660685.187500 Penalty: 2854.852783
	Iteration 80F: 3 clusters Score -660685.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -660686.125000 Penalty: 2854.852783
	Iteration 81Q: 3 clusters Score -660686.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -660685.812500 Penalty: 2854.852783
	Iteration 82Q: 3 clusters Score -660685.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -660686.000000 Penalty: 2854.852783
	Iteration 83Q: 3 clusters Score -660686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -660687.000000 Penalty: 2854.852783
	Iteration 84Q: 3 clusters Score -660687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -660687.812500 Penalty: 2854.852783
	Iteration 85Q: 3 clusters Score -660687.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -660689.750000 Penalty: 2854.852783
	Iteration 86Q: 3 clusters Score -660689.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -660689.812500 Penalty: 2854.852783
	Iteration 87Q: 3 clusters Score -660689.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -660689.000000 Penalty: 2854.852783
	Iteration 88Q: 3 clusters Score -660689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -660690.125000 Penalty: 2854.852783
	Iteration 89Q: 3 clusters Score -660690.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -660692.562500 Penalty: 2854.852783
	Iteration 90Q: 3 clusters Score -660692.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -660692.500000 Penalty: 2854.852783
	Iteration 91Q: 3 clusters Score -660692.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -660695.875000 Penalty: 2854.852783
	Iteration 92Q: 3 clusters Score -660695.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -660700.312500 Penalty: 2854.852783
	Iteration 93Q: 3 clusters Score -660700.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -660703.562500 Penalty: 2854.852783
	Iteration 94Q: 3 clusters Score -660703.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -660707.687500 Penalty: 2854.852783
	Iteration 95Q: 3 clusters Score -660707.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -660713.312500 Penalty: 2854.852783
	Iteration 96Q: 3 clusters Score -660713.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -660714.875000 Penalty: 2854.852783
	Iteration 97Q: 3 clusters Score -660714.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -660717.625000 Penalty: 2854.852783
	Iteration 98Q: 3 clusters Score -660717.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -660716.062500 Penalty: 2854.852783
	Iteration 99Q: 3 clusters Score -660716.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -660717.500000 Penalty: 2854.852783
	Iteration 100F: 3 clusters Score -660717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -660717.375000 Penalty: 2854.852783
	Iteration 101Q: 3 clusters Score -660717.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -660719.250000 Penalty: 2854.852783
	Iteration 102Q: 3 clusters Score -660719.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -660720.937500 Penalty: 2854.852783
	Iteration 103Q: 3 clusters Score -660720.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -660720.937500 Penalty: 2854.852783
	Iteration 104Q: 3 clusters Score -660720.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -660721.312500 Penalty: 2854.852783
	Iteration 105Q: 3 clusters Score -660721.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -660721.812500 Penalty: 2854.852783
	Iteration 106Q: 3 clusters Score -660721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -660722.312500 Penalty: 2854.852783
	Iteration 107Q: 3 clusters Score -660722.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -660722.562500 Penalty: 2854.852783
	Iteration 108Q: 3 clusters Score -660722.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -660723.562500 Penalty: 2854.852783
	Iteration 109Q: 3 clusters Score -660723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -660724.250000 Penalty: 2854.852783
	Iteration 110Q: 3 clusters Score -660724.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -660724.250000 Penalty: 2854.852783
	Iteration 111F: 3 clusters Score -660724.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (187116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187116 members 
Entering Unmasked Estep 
Score: -19027860.000000 Penalty: 1972.666260
	Iteration 0F: 2 clusters Score -1.902786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93590 members 
Mstep: Class 2 contains 93526 members 
Entering Unmasked Estep 
Score: -18911610.000000 Penalty: 3945.332520
	Iteration 0F: 3 clusters Score -1.891161e+07 nChanged 90722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93720 members 
Mstep: Class 2 contains 93396 members 
Entering Unmasked Estep 
Score: -18965342.000000 Penalty: 3945.332520
	Iteration 1F: 3 clusters Score -1.896534e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93660 members 
Mstep: Class 2 contains 93456 members 
Entering Unmasked Estep 
Score: -18965958.000000 Penalty: 3945.332520
	Iteration 2Q: 3 clusters Score -1.896596e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93539 members 
Mstep: Class 2 contains 93577 members 
Entering Unmasked Estep 
Score: -18966472.000000 Penalty: 3945.332520
	Iteration 3Q: 3 clusters Score -1.896647e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93413 members 
Mstep: Class 2 contains 93703 members 
Entering Unmasked Estep 
Score: -18967094.000000 Penalty: 3945.332520
	Iteration 4Q: 3 clusters Score -1.896709e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93292 members 
Mstep: Class 2 contains 93824 members 
Entering Unmasked Estep 
Score: -18968062.000000 Penalty: 3945.332520
	Iteration 5Q: 3 clusters Score -1.896806e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93153 members 
Mstep: Class 2 contains 93963 members 
Entering Unmasked Estep 
Score: -18969124.000000 Penalty: 3945.332520
	Iteration 6Q: 3 clusters Score -1.896912e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92931 members 
Mstep: Class 2 contains 94185 members 
Entering Unmasked Estep 
Score: -18970892.000000 Penalty: 3945.332520
	Iteration 7Q: 3 clusters Score -1.897089e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92630 members 
Mstep: Class 2 contains 94486 members 
Entering Unmasked Estep 
Score: -18973700.000000 Penalty: 3945.332520
	Iteration 8Q: 3 clusters Score -1.89737e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92379 members 
Mstep: Class 2 contains 94737 members 
Entering Unmasked Estep 
Score: -18979100.000000 Penalty: 3945.332520
	Iteration 9Q: 3 clusters Score -1.89791e+07 nChanged 11126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92175 members 
Mstep: Class 2 contains 94941 members 
Entering Unmasked Estep 
Score: -18987104.000000 Penalty: 3945.332520
	Iteration 10F: 3 clusters Score -1.89871e+07 nChanged 12244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91895 members 
Mstep: Class 2 contains 95221 members 
Entering Unmasked Estep 
Score: -18995616.000000 Penalty: 3945.332520
	Iteration 11F: 3 clusters Score -1.899562e+07 nChanged 10043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91398 members 
Mstep: Class 2 contains 95718 members 
Entering Unmasked Estep 
Score: -18999746.000000 Penalty: 3945.332520
	Iteration 12F: 3 clusters Score -1.899975e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90791 members 
Mstep: Class 2 contains 96325 members 
Entering Unmasked Estep 
Score: -19000894.000000 Penalty: 3945.332520
	Iteration 13Q: 3 clusters Score -1.900089e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90053 members 
Mstep: Class 2 contains 97063 members 
Entering Unmasked Estep 
Score: -19001440.000000 Penalty: 3945.332520
	Iteration 14Q: 3 clusters Score -1.900144e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89152 members 
Mstep: Class 2 contains 97964 members 
Entering Unmasked Estep 
Score: -19001686.000000 Penalty: 3945.332520
	Iteration 15Q: 3 clusters Score -1.900169e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88095 members 
Mstep: Class 2 contains 99021 members 
Entering Unmasked Estep 
Score: -19001760.000000 Penalty: 3945.332520
	Iteration 16Q: 3 clusters Score -1.900176e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86839 members 
Mstep: Class 2 contains 100277 members 
Entering Unmasked Estep 
Score: -19001920.000000 Penalty: 3945.332520
	Iteration 17Q: 3 clusters Score -1.900192e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85441 members 
Mstep: Class 2 contains 101675 members 
Entering Unmasked Estep 
Score: -19002182.000000 Penalty: 3945.332520
	Iteration 18Q: 3 clusters Score -1.900218e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83894 members 
Mstep: Class 2 contains 103222 members 
Entering Unmasked Estep 
Score: -19002500.000000 Penalty: 3945.332520
	Iteration 19Q: 3 clusters Score -1.90025e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82300 members 
Mstep: Class 2 contains 104816 members 
Entering Unmasked Estep 
Score: -19002800.000000 Penalty: 3945.332520
	Iteration 20F: 3 clusters Score -1.90028e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80604 members 
Mstep: Class 2 contains 106512 members 
Entering Unmasked Estep 
Score: -19003138.000000 Penalty: 3945.332520
	Iteration 21Q: 3 clusters Score -1.900314e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78681 members 
Mstep: Class 2 contains 108435 members 
Entering Unmasked Estep 
Score: -19003514.000000 Penalty: 3945.332520
	Iteration 22Q: 3 clusters Score -1.900351e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76686 members 
Mstep: Class 2 contains 110430 members 
Entering Unmasked Estep 
Score: -19003842.000000 Penalty: 3945.332520
	Iteration 23Q: 3 clusters Score -1.900384e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74575 members 
Mstep: Class 2 contains 112541 members 
Entering Unmasked Estep 
Score: -19004260.000000 Penalty: 3945.332520
	Iteration 24Q: 3 clusters Score -1.900426e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72401 members 
Mstep: Class 2 contains 114715 members 
Entering Unmasked Estep 
Score: -19004760.000000 Penalty: 3945.332520
	Iteration 25Q: 3 clusters Score -1.900476e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70259 members 
Mstep: Class 2 contains 116857 members 
Entering Unmasked Estep 
Score: -19005022.000000 Penalty: 3945.332520
	Iteration 26Q: 3 clusters Score -1.900502e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68037 members 
Mstep: Class 2 contains 119079 members 
Entering Unmasked Estep 
Score: -19005482.000000 Penalty: 3945.332520
	Iteration 27Q: 3 clusters Score -1.900548e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65641 members 
Mstep: Class 2 contains 121475 members 
Entering Unmasked Estep 
Score: -19006070.000000 Penalty: 3945.332520
	Iteration 28Q: 3 clusters Score -1.900607e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 124018 members 
Entering Unmasked Estep 
Score: -19006782.000000 Penalty: 3945.332520
	Iteration 29Q: 3 clusters Score -1.900678e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60441 members 
Mstep: Class 2 contains 126675 members 
Entering Unmasked Estep 
Score: -19007576.000000 Penalty: 3945.332520
	Iteration 30Q: 3 clusters Score -1.900758e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 129539 members 
Entering Unmasked Estep 
Score: -19008486.000000 Penalty: 3945.332520
	Iteration 31Q: 3 clusters Score -1.900849e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 132530 members 
Entering Unmasked Estep 
Score: -19009576.000000 Penalty: 3945.332520
	Iteration 32Q: 3 clusters Score -1.900958e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51446 members 
Mstep: Class 2 contains 135670 members 
Entering Unmasked Estep 
Score: -19010774.000000 Penalty: 3945.332520
	Iteration 33Q: 3 clusters Score -1.901077e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 138932 members 
Entering Unmasked Estep 
Score: -19012100.000000 Penalty: 3945.332520
	Iteration 34Q: 3 clusters Score -1.90121e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 142261 members 
Entering Unmasked Estep 
Score: -19013502.000000 Penalty: 3945.332520
	Iteration 35Q: 3 clusters Score -1.90135e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 145688 members 
Entering Unmasked Estep 
Score: -19015468.000000 Penalty: 3945.332520
	Iteration 36Q: 3 clusters Score -1.901547e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 148712 members 
Entering Unmasked Estep 
Score: -19017060.000000 Penalty: 3945.332520
	Iteration 37Q: 3 clusters Score -1.901706e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 151401 members 
Entering Unmasked Estep 
Score: -19018696.000000 Penalty: 3945.332520
	Iteration 38Q: 3 clusters Score -1.90187e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 153741 members 
Entering Unmasked Estep 
Score: -19020066.000000 Penalty: 3945.332520
	Iteration 39Q: 3 clusters Score -1.902007e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 155794 members 
Entering Unmasked Estep 
Score: -19021140.000000 Penalty: 3945.332520
	Iteration 40F: 3 clusters Score -1.902114e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 157555 members 
Entering Unmasked Estep 
Score: -19022054.000000 Penalty: 3945.332520
	Iteration 41Q: 3 clusters Score -1.902205e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 158986 members 
Entering Unmasked Estep 
Score: -19022964.000000 Penalty: 3945.332520
	Iteration 42Q: 3 clusters Score -1.902296e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 160218 members 
Entering Unmasked Estep 
Score: -19023646.000000 Penalty: 3945.332520
	Iteration 43Q: 3 clusters Score -1.902365e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 161309 members 
Entering Unmasked Estep 
Score: -19024088.000000 Penalty: 3945.332520
	Iteration 44Q: 3 clusters Score -1.902409e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 162269 members 
Entering Unmasked Estep 
Score: -19024416.000000 Penalty: 3945.332520
	Iteration 45Q: 3 clusters Score -1.902442e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 163100 members 
Entering Unmasked Estep 
Score: -19024842.000000 Penalty: 3945.332520
	Iteration 46Q: 3 clusters Score -1.902484e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 163812 members 
Entering Unmasked Estep 
Score: -19025176.000000 Penalty: 3945.332520
	Iteration 47Q: 3 clusters Score -1.902518e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 164478 members 
Entering Unmasked Estep 
Score: -19025408.000000 Penalty: 3945.332520
	Iteration 48Q: 3 clusters Score -1.902541e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 165123 members 
Entering Unmasked Estep 
Score: -19025708.000000 Penalty: 3945.332520
	Iteration 49Q: 3 clusters Score -1.902571e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 165759 members 
Entering Unmasked Estep 
Score: -19025964.000000 Penalty: 3945.332520
	Iteration 50Q: 3 clusters Score -1.902596e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 166345 members 
Entering Unmasked Estep 
Score: -19026222.000000 Penalty: 3945.332520
	Iteration 51Q: 3 clusters Score -1.902622e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 166895 members 
Entering Unmasked Estep 
Score: -19026410.000000 Penalty: 3945.332520
	Iteration 52Q: 3 clusters Score -1.902641e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 167373 members 
Entering Unmasked Estep 
Score: -19026536.000000 Penalty: 3945.332520
	Iteration 53Q: 3 clusters Score -1.902654e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 167801 members 
Entering Unmasked Estep 
Score: -19026668.000000 Penalty: 3945.332520
	Iteration 54Q: 3 clusters Score -1.902667e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 168226 members 
Entering Unmasked Estep 
Score: -19026780.000000 Penalty: 3945.332520
	Iteration 55Q: 3 clusters Score -1.902678e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 168645 members 
Entering Unmasked Estep 
Score: -19026890.000000 Penalty: 3945.332520
	Iteration 56Q: 3 clusters Score -1.902689e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 169042 members 
Entering Unmasked Estep 
Score: -19026936.000000 Penalty: 3945.332520
	Iteration 57Q: 3 clusters Score -1.902694e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 169397 members 
Entering Unmasked Estep 
Score: -19026980.000000 Penalty: 3945.332520
	Iteration 58Q: 3 clusters Score -1.902698e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 169723 members 
Entering Unmasked Estep 
Score: -19027018.000000 Penalty: 3945.332520
	Iteration 59Q: 3 clusters Score -1.902702e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 170025 members 
Entering Unmasked Estep 
Score: -19027082.000000 Penalty: 3945.332520
	Iteration 60F: 3 clusters Score -1.902708e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 170277 members 
Entering Unmasked Estep 
Score: -19027086.000000 Penalty: 3945.332520
	Iteration 61Q: 3 clusters Score -1.902709e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 170522 members 
Entering Unmasked Estep 
Score: -19027154.000000 Penalty: 3945.332520
	Iteration 62Q: 3 clusters Score -1.902715e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 170739 members 
Entering Unmasked Estep 
Score: -19027176.000000 Penalty: 3945.332520
	Iteration 63Q: 3 clusters Score -1.902718e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 170987 members 
Entering Unmasked Estep 
Score: -19027182.000000 Penalty: 3945.332520
	Iteration 64Q: 3 clusters Score -1.902718e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 171242 members 
Entering Unmasked Estep 
Score: -19027258.000000 Penalty: 3945.332520
	Iteration 65Q: 3 clusters Score -1.902726e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 171510 members 
Entering Unmasked Estep 
Score: -19027302.000000 Penalty: 3945.332520
	Iteration 66Q: 3 clusters Score -1.90273e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 171778 members 
Entering Unmasked Estep 
Score: -19027322.000000 Penalty: 3945.332520
	Iteration 67Q: 3 clusters Score -1.902732e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 172040 members 
Entering Unmasked Estep 
Score: -19027334.000000 Penalty: 3945.332520
	Iteration 68Q: 3 clusters Score -1.902733e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 172317 members 
Entering Unmasked Estep 
Score: -19027370.000000 Penalty: 3945.332520
	Iteration 69Q: 3 clusters Score -1.902737e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 172609 members 
Entering Unmasked Estep 
Score: -19027386.000000 Penalty: 3945.332520
	Iteration 70Q: 3 clusters Score -1.902739e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 172886 members 
Entering Unmasked Estep 
Score: -19027390.000000 Penalty: 3945.332520
	Iteration 71Q: 3 clusters Score -1.902739e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 173129 members 
Entering Unmasked Estep 
Score: -19027380.000000 Penalty: 3945.332520
	Iteration 72Q: 3 clusters Score -1.902738e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 173374 members 
Entering Unmasked Estep 
Score: -19027366.000000 Penalty: 3945.332520
	Iteration 73Q: 3 clusters Score -1.902737e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 173615 members 
Entering Unmasked Estep 
Score: -19027362.000000 Penalty: 3945.332520
	Iteration 74Q: 3 clusters Score -1.902736e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 173838 members 
Entering Unmasked Estep 
Score: -19027380.000000 Penalty: 3945.332520
	Iteration 75Q: 3 clusters Score -1.902738e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 174060 members 
Entering Unmasked Estep 
Score: -19027340.000000 Penalty: 3945.332520
	Iteration 76Q: 3 clusters Score -1.902734e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 174273 members 
Entering Unmasked Estep 
Score: -19027370.000000 Penalty: 3945.332520
	Iteration 77Q: 3 clusters Score -1.902737e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 174485 members 
Entering Unmasked Estep 
Score: -19027386.000000 Penalty: 3945.332520
	Iteration 78Q: 3 clusters Score -1.902739e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 174714 members 
Entering Unmasked Estep 
Score: -19027414.000000 Penalty: 3945.332520
	Iteration 79Q: 3 clusters Score -1.902741e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 174939 members 
Entering Unmasked Estep 
Score: -19027430.000000 Penalty: 3945.332520
	Iteration 80F: 3 clusters Score -1.902743e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 175175 members 
Entering Unmasked Estep 
Score: -19027406.000000 Penalty: 3945.332520
	Iteration 81Q: 3 clusters Score -1.902741e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 175425 members 
Entering Unmasked Estep 
Score: -19027406.000000 Penalty: 3945.332520
	Iteration 82Q: 3 clusters Score -1.902741e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 175681 members 
Entering Unmasked Estep 
Score: -19027400.000000 Penalty: 3945.332520
	Iteration 83Q: 3 clusters Score -1.90274e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 175933 members 
Entering Unmasked Estep 
Score: -19027362.000000 Penalty: 3945.332520
	Iteration 84Q: 3 clusters Score -1.902736e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 176166 members 
Entering Unmasked Estep 
Score: -19027354.000000 Penalty: 3945.332520
	Iteration 85Q: 3 clusters Score -1.902735e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 176361 members 
Entering Unmasked Estep 
Score: -19027270.000000 Penalty: 3945.332520
	Iteration 86Q: 3 clusters Score -1.902727e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 176531 members 
Entering Unmasked Estep 
Score: -19027300.000000 Penalty: 3945.332520
	Iteration 87Q: 3 clusters Score -1.90273e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 176720 members 
Entering Unmasked Estep 
Score: -19027288.000000 Penalty: 3945.332520
	Iteration 88Q: 3 clusters Score -1.902729e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 176912 members 
Entering Unmasked Estep 
Score: -19027278.000000 Penalty: 3945.332520
	Iteration 89Q: 3 clusters Score -1.902728e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 177122 members 
Entering Unmasked Estep 
Score: -19027212.000000 Penalty: 3945.332520
	Iteration 90Q: 3 clusters Score -1.902721e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 177328 members 
Entering Unmasked Estep 
Score: -19027142.000000 Penalty: 3945.332520
	Iteration 91Q: 3 clusters Score -1.902714e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 177556 members 
Entering Unmasked Estep 
Score: -19027078.000000 Penalty: 3945.332520
	Iteration 92Q: 3 clusters Score -1.902708e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 177795 members 
Entering Unmasked Estep 
Score: -19027064.000000 Penalty: 3945.332520
	Iteration 93Q: 3 clusters Score -1.902706e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 178025 members 
Entering Unmasked Estep 
Score: -19027086.000000 Penalty: 3945.332520
	Iteration 94Q: 3 clusters Score -1.902709e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 178265 members 
Entering Unmasked Estep 
Score: -19027050.000000 Penalty: 3945.332520
	Iteration 95Q: 3 clusters Score -1.902705e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 178505 members 
Entering Unmasked Estep 
Score: -19027002.000000 Penalty: 3945.332520
	Iteration 96Q: 3 clusters Score -1.9027e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 178752 members 
Entering Unmasked Estep 
Score: -19027010.000000 Penalty: 3945.332520
	Iteration 97Q: 3 clusters Score -1.902701e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 178999 members 
Entering Unmasked Estep 
Score: -19026958.000000 Penalty: 3945.332520
	Iteration 98Q: 3 clusters Score -1.902696e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 179240 members 
Entering Unmasked Estep 
Score: -19026952.000000 Penalty: 3945.332520
	Iteration 99Q: 3 clusters Score -1.902695e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 179492 members 
Entering Unmasked Estep 
Score: -19026974.000000 Penalty: 3945.332520
	Iteration 100F: 3 clusters Score -1.902697e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 179705 members 
Entering Unmasked Estep 
Score: -19026996.000000 Penalty: 3945.332520
	Iteration 101Q: 3 clusters Score -1.9027e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 179926 members 
Entering Unmasked Estep 
Score: -19026952.000000 Penalty: 3945.332520
	Iteration 102Q: 3 clusters Score -1.902695e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 180141 members 
Entering Unmasked Estep 
Score: -19026906.000000 Penalty: 3945.332520
	Iteration 103Q: 3 clusters Score -1.902691e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 180335 members 
Entering Unmasked Estep 
Score: -19026900.000000 Penalty: 3945.332520
	Iteration 104Q: 3 clusters Score -1.90269e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 180542 members 
Entering Unmasked Estep 
Score: -19026884.000000 Penalty: 3945.332520
	Iteration 105Q: 3 clusters Score -1.902688e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 180752 members 
Entering Unmasked Estep 
Score: -19026822.000000 Penalty: 3945.332520
	Iteration 106Q: 3 clusters Score -1.902682e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 180965 members 
Entering Unmasked Estep 
Score: -19026800.000000 Penalty: 3945.332520
	Iteration 107Q: 3 clusters Score -1.90268e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 181154 members 
Entering Unmasked Estep 
Score: -19026802.000000 Penalty: 3945.332520
	Iteration 108Q: 3 clusters Score -1.90268e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 181358 members 
Entering Unmasked Estep 
Score: -19026744.000000 Penalty: 3945.332520
	Iteration 109Q: 3 clusters Score -1.902674e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 181554 members 
Entering Unmasked Estep 
Score: -19026772.000000 Penalty: 3945.332520
	Iteration 110Q: 3 clusters Score -1.902677e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 181752 members 
Entering Unmasked Estep 
Score: -19026754.000000 Penalty: 3945.332520
	Iteration 111Q: 3 clusters Score -1.902675e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 181953 members 
Entering Unmasked Estep 
Score: -19026772.000000 Penalty: 3945.332520
	Iteration 112Q: 3 clusters Score -1.902677e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 182163 members 
Entering Unmasked Estep 
Score: -19026736.000000 Penalty: 3945.332520
	Iteration 113Q: 3 clusters Score -1.902674e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 182354 members 
Entering Unmasked Estep 
Score: -19026772.000000 Penalty: 3945.332520
	Iteration 114Q: 3 clusters Score -1.902677e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 182519 members 
Entering Unmasked Estep 
Score: -19026760.000000 Penalty: 3945.332520
	Iteration 115Q: 3 clusters Score -1.902676e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 182668 members 
Entering Unmasked Estep 
Score: -19026690.000000 Penalty: 3945.332520
	Iteration 116Q: 3 clusters Score -1.902669e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 182812 members 
Entering Unmasked Estep 
Score: -19026752.000000 Penalty: 3945.332520
	Iteration 117Q: 3 clusters Score -1.902675e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 182963 members 
Entering Unmasked Estep 
Score: -19026750.000000 Penalty: 3945.332520
	Iteration 118Q: 3 clusters Score -1.902675e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 183093 members 
Entering Unmasked Estep 
Score: -19026746.000000 Penalty: 3945.332520
	Iteration 119Q: 3 clusters Score -1.902675e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 183231 members 
Entering Unmasked Estep 
Score: -19026754.000000 Penalty: 3945.332520
	Iteration 120F: 3 clusters Score -1.902675e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 183356 members 
Entering Unmasked Estep 
Score: -19026718.000000 Penalty: 3945.332520
	Iteration 121Q: 3 clusters Score -1.902672e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 183465 members 
Entering Unmasked Estep 
Score: -19026728.000000 Penalty: 3945.332520
	Iteration 122Q: 3 clusters Score -1.902673e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 183561 members 
Entering Unmasked Estep 
Score: -19026742.000000 Penalty: 3945.332520
	Iteration 123Q: 3 clusters Score -1.902674e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 183672 members 
Entering Unmasked Estep 
Score: -19026754.000000 Penalty: 3945.332520
	Iteration 124Q: 3 clusters Score -1.902675e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 183778 members 
Entering Unmasked Estep 
Score: -19026752.000000 Penalty: 3945.332520
	Iteration 125Q: 3 clusters Score -1.902675e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 183877 members 
Entering Unmasked Estep 
Score: -19026740.000000 Penalty: 3945.332520
	Iteration 126Q: 3 clusters Score -1.902674e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 183952 members 
Entering Unmasked Estep 
Score: -19026732.000000 Penalty: 3945.332520
	Iteration 127Q: 3 clusters Score -1.902673e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 184019 members 
Entering Unmasked Estep 
Score: -19026720.000000 Penalty: 3945.332520
	Iteration 128Q: 3 clusters Score -1.902672e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 184092 members 
Entering Unmasked Estep 
Score: -19026702.000000 Penalty: 3945.332520
	Iteration 129Q: 3 clusters Score -1.90267e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 184165 members 
Entering Unmasked Estep 
Score: -19026708.000000 Penalty: 3945.332520
	Iteration 130Q: 3 clusters Score -1.902671e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 184228 members 
Entering Unmasked Estep 
Score: -19026664.000000 Penalty: 3945.332520
	Iteration 131Q: 3 clusters Score -1.902666e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 184290 members 
Entering Unmasked Estep 
Score: -19026634.000000 Penalty: 3945.332520
	Iteration 132Q: 3 clusters Score -1.902663e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 184354 members 
Entering Unmasked Estep 
Score: -19026648.000000 Penalty: 3945.332520
	Iteration 133Q: 3 clusters Score -1.902665e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 184420 members 
Entering Unmasked Estep 
Score: -19026646.000000 Penalty: 3945.332520
	Iteration 134Q: 3 clusters Score -1.902665e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 184483 members 
Entering Unmasked Estep 
Score: -19026620.000000 Penalty: 3945.332520
	Iteration 135Q: 3 clusters Score -1.902662e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 184529 members 
Entering Unmasked Estep 
Score: -19026642.000000 Penalty: 3945.332520
	Iteration 136Q: 3 clusters Score -1.902664e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 184567 members 
Entering Unmasked Estep 
Score: -19026670.000000 Penalty: 3945.332520
	Iteration 137Q: 3 clusters Score -1.902667e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 184618 members 
Entering Unmasked Estep 
Score: -19026636.000000 Penalty: 3945.332520
	Iteration 138Q: 3 clusters Score -1.902664e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 184665 members 
Entering Unmasked Estep 
Score: -19026638.000000 Penalty: 3945.332520
	Iteration 139Q: 3 clusters Score -1.902664e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 184716 members 
Entering Unmasked Estep 
Score: -19026672.000000 Penalty: 3945.332520
	Iteration 140F: 3 clusters Score -1.902667e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 184772 members 
Entering Unmasked Estep 
Score: -19026672.000000 Penalty: 3945.332520
	Iteration 141Q: 3 clusters Score -1.902667e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 184820 members 
Entering Unmasked Estep 
Score: -19026658.000000 Penalty: 3945.332520
	Iteration 142Q: 3 clusters Score -1.902666e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 184873 members 
Entering Unmasked Estep 
Score: -19026674.000000 Penalty: 3945.332520
	Iteration 143Q: 3 clusters Score -1.902667e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 184921 members 
Entering Unmasked Estep 
Score: -19026672.000000 Penalty: 3945.332520
	Iteration 144Q: 3 clusters Score -1.902667e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 184961 members 
Entering Unmasked Estep 
Score: -19026642.000000 Penalty: 3945.332520
	Iteration 145Q: 3 clusters Score -1.902664e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 184998 members 
Entering Unmasked Estep 
Score: -19026652.000000 Penalty: 3945.332520
	Iteration 146Q: 3 clusters Score -1.902665e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 185030 members 
Entering Unmasked Estep 
Score: -19026658.000000 Penalty: 3945.332520
	Iteration 147Q: 3 clusters Score -1.902666e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 185049 members 
Entering Unmasked Estep 
Score: -19026644.000000 Penalty: 3945.332520
	Iteration 148Q: 3 clusters Score -1.902664e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 185064 members 
Entering Unmasked Estep 
Score: -19026654.000000 Penalty: 3945.332520
	Iteration 149Q: 3 clusters Score -1.902665e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 185078 members 
Entering Unmasked Estep 
Score: -19026654.000000 Penalty: 3945.332520
	Iteration 150Q: 3 clusters Score -1.902665e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 185093 members 
Entering Unmasked Estep 
Score: -19026666.000000 Penalty: 3945.332520
	Iteration 151Q: 3 clusters Score -1.902667e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 185113 members 
Entering Unmasked Estep 
Score: -19026666.000000 Penalty: 3945.332520
	Iteration 152Q: 3 clusters Score -1.902667e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 185132 members 
Entering Unmasked Estep 
Score: -19026668.000000 Penalty: 3945.332520
	Iteration 153Q: 3 clusters Score -1.902667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 185142 members 
Entering Unmasked Estep 
Score: -19026654.000000 Penalty: 3945.332520
	Iteration 154Q: 3 clusters Score -1.902665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 185150 members 
Entering Unmasked Estep 
Score: -19026676.000000 Penalty: 3945.332520
	Iteration 155Q: 3 clusters Score -1.902668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 185159 members 
Entering Unmasked Estep 
Score: -19026670.000000 Penalty: 3945.332520
	Iteration 156Q: 3 clusters Score -1.902667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 185169 members 
Entering Unmasked Estep 
Score: -19026660.000000 Penalty: 3945.332520
	Iteration 157Q: 3 clusters Score -1.902666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 185177 members 
Entering Unmasked Estep 
Score: -19026648.000000 Penalty: 3945.332520
	Iteration 158Q: 3 clusters Score -1.902665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 185187 members 
Entering Unmasked Estep 
Score: -19026634.000000 Penalty: 3945.332520
	Iteration 159Q: 3 clusters Score -1.902663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 185194 members 
Entering Unmasked Estep 
Score: -19026646.000000 Penalty: 3945.332520
	Iteration 160F: 3 clusters Score -1.902665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 185200 members 
Entering Unmasked Estep 
Score: -19026648.000000 Penalty: 3945.332520
	Iteration 161Q: 3 clusters Score -1.902665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 185213 members 
Entering Unmasked Estep 
Score: -19026626.000000 Penalty: 3945.332520
	Iteration 162Q: 3 clusters Score -1.902663e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 185231 members 
Entering Unmasked Estep 
Score: -19026644.000000 Penalty: 3945.332520
	Iteration 163Q: 3 clusters Score -1.902664e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 185250 members 
Entering Unmasked Estep 
Score: -19026618.000000 Penalty: 3945.332520
	Iteration 164Q: 3 clusters Score -1.902662e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 185276 members 
Entering Unmasked Estep 
Score: -19026622.000000 Penalty: 3945.332520
	Iteration 165Q: 3 clusters Score -1.902662e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 185300 members 
Entering Unmasked Estep 
Score: -19026624.000000 Penalty: 3945.332520
	Iteration 166Q: 3 clusters Score -1.902662e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 185316 members 
Entering Unmasked Estep 
Score: -19026608.000000 Penalty: 3945.332520
	Iteration 167Q: 3 clusters Score -1.902661e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 185330 members 
Entering Unmasked Estep 
Score: -19026604.000000 Penalty: 3945.332520
	Iteration 168Q: 3 clusters Score -1.90266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 185338 members 
Entering Unmasked Estep 
Score: -19026614.000000 Penalty: 3945.332520
	Iteration 169Q: 3 clusters Score -1.902661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 185344 members 
Entering Unmasked Estep 
Score: -19026608.000000 Penalty: 3945.332520
	Iteration 170Q: 3 clusters Score -1.902661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 185348 members 
Entering Unmasked Estep 
Score: -19026610.000000 Penalty: 3945.332520
	Iteration 171Q: 3 clusters Score -1.902661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 185350 members 
Entering Unmasked Estep 
Score: -19026616.000000 Penalty: 3945.332520
	Iteration 172Q: 3 clusters Score -1.902662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 185352 members 
Entering Unmasked Estep 
Score: -19026604.000000 Penalty: 3945.332520
	Iteration 173Q: 3 clusters Score -1.90266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 185354 members 
Entering Unmasked Estep 
Score: -19026602.000000 Penalty: 3945.332520
	Iteration 174Q: 3 clusters Score -1.90266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 185355 members 
Entering Unmasked Estep 
Score: -19026606.000000 Penalty: 3945.332520
	Iteration 175Q: 3 clusters Score -1.902661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 185355 members 
Entering Unmasked Estep 
Score: -19026606.000000 Penalty: 3945.332520
	Iteration 176F: 3 clusters Score -1.902661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (134011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134011 members 
Entering Unmasked Estep 
Score: -13618936.000000 Penalty: 1918.422607
	Iteration 0F: 2 clusters Score -1.361894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 66839 members 
Entering Unmasked Estep 
Score: -13529548.000000 Penalty: 3836.845215
	Iteration 0F: 3 clusters Score -1.352955e+07 nChanged 64461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71143 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
Score: -13566867.000000 Penalty: 3836.845215
	Iteration 1F: 3 clusters Score -1.356687e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73862 members 
Mstep: Class 2 contains 60149 members 
Entering Unmasked Estep 
Score: -13568030.000000 Penalty: 3836.845215
	Iteration 2Q: 3 clusters Score -1.356803e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78144 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -13569939.000000 Penalty: 3836.845215
	Iteration 3Q: 3 clusters Score -1.356994e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84510 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -13573448.000000 Penalty: 3836.845215
	Iteration 4F: 3 clusters Score -1.357345e+07 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93507 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -13579436.000000 Penalty: 3836.845215
	Iteration 5F: 3 clusters Score -1.357944e+07 nChanged 11574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104947 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -13588930.000000 Penalty: 3836.845215
	Iteration 6F: 3 clusters Score -1.358893e+07 nChanged 12046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116935 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -13600398.000000 Penalty: 3836.845215
	Iteration 7F: 3 clusters Score -1.36004e+07 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126337 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -13609983.000000 Penalty: 3836.845215
	Iteration 8F: 3 clusters Score -1.360998e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131340 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -13614850.000000 Penalty: 3836.845215
	Iteration 9Q: 3 clusters Score -1.361485e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133144 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -13616528.000000 Penalty: 3836.845215
	Iteration 10Q: 3 clusters Score -1.361653e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133631 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -13616950.000000 Penalty: 3836.845215
	Iteration 11Q: 3 clusters Score -1.361695e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133759 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -13617132.000000 Penalty: 3836.845215
	Iteration 12Q: 3 clusters Score -1.361713e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133793 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -13617181.000000 Penalty: 3836.845215
	Iteration 13Q: 3 clusters Score -1.361718e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133809 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13617224.000000 Penalty: 3836.845215
	Iteration 14Q: 3 clusters Score -1.361722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133814 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13617252.000000 Penalty: 3836.845215
	Iteration 15Q: 3 clusters Score -1.361725e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133812 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13617261.000000 Penalty: 3836.845215
	Iteration 16Q: 3 clusters Score -1.361726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133815 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13617262.000000 Penalty: 3836.845215
	Iteration 17Q: 3 clusters Score -1.361726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133816 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13617266.000000 Penalty: 3836.845215
	Iteration 18Q: 3 clusters Score -1.361727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133816 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13617266.000000 Penalty: 3836.845215
	Iteration 19F: 3 clusters Score -1.361727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Entering Unmasked Estep 
Score: -3578215.250000 Penalty: 1700.967773
	Iteration 0F: 2 clusters Score -3578215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -3554626.750000 Penalty: 3401.935547
	Iteration 0F: 3 clusters Score -3554627 nChanged 16275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -3563450.250000 Penalty: 3401.935547
	Iteration 1F: 3 clusters Score -3563450 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -3563869.750000 Penalty: 3401.935547
	Iteration 2Q: 3 clusters Score -3563870 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -3564281.250000 Penalty: 3401.935547
	Iteration 3Q: 3 clusters Score -3564281 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -3564682.000000 Penalty: 3401.935547
	Iteration 4Q: 3 clusters Score -3564682 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -3565120.500000 Penalty: 3401.935547
	Iteration 5Q: 3 clusters Score -3565120 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -3565717.000000 Penalty: 3401.935547
	Iteration 6Q: 3 clusters Score -3565717 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3566517.250000 Penalty: 3401.935547
	Iteration 7Q: 3 clusters Score -3566517 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -3567586.500000 Penalty: 3401.935547
	Iteration 8Q: 3 clusters Score -3567586 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -3568942.250000 Penalty: 3401.935547
	Iteration 9Q: 3 clusters Score -3568942 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -3570468.750000 Penalty: 3401.935547
	Iteration 10F: 3 clusters Score -3570469 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -3571857.000000 Penalty: 3401.935547
	Iteration 11F: 3 clusters Score -3571857 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -3572842.250000 Penalty: 3401.935547
	Iteration 12Q: 3 clusters Score -3572842 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -3573345.250000 Penalty: 3401.935547
	Iteration 13Q: 3 clusters Score -3573345 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -3573545.750000 Penalty: 3401.935547
	Iteration 14Q: 3 clusters Score -3573546 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -3573657.000000 Penalty: 3401.935547
	Iteration 15Q: 3 clusters Score -3573657 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3573684.250000 Penalty: 3401.935547
	Iteration 16Q: 3 clusters Score -3573684 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -3573721.000000 Penalty: 3401.935547
	Iteration 17Q: 3 clusters Score -3573721 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3573755.750000 Penalty: 3401.935547
	Iteration 18Q: 3 clusters Score -3573756 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3573784.500000 Penalty: 3401.935547
	Iteration 19Q: 3 clusters Score -3573784 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3573794.750000 Penalty: 3401.935547
	Iteration 20F: 3 clusters Score -3573795 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -3573812.750000 Penalty: 3401.935547
	Iteration 21Q: 3 clusters Score -3573813 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -3573815.000000 Penalty: 3401.935547
	Iteration 22Q: 3 clusters Score -3573815 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3573834.500000 Penalty: 3401.935547
	Iteration 23Q: 3 clusters Score -3573834 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -3573833.500000 Penalty: 3401.935547
	Iteration 24Q: 3 clusters Score -3573834 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3573874.000000 Penalty: 3401.935547
	Iteration 25Q: 3 clusters Score -3573874 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -3573892.000000 Penalty: 3401.935547
	Iteration 26Q: 3 clusters Score -3573892 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -3573909.250000 Penalty: 3401.935547
	Iteration 27Q: 3 clusters Score -3573909 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -3573927.250000 Penalty: 3401.935547
	Iteration 28Q: 3 clusters Score -3573927 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -3573941.000000 Penalty: 3401.935547
	Iteration 29Q: 3 clusters Score -3573941 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -3573946.000000 Penalty: 3401.935547
	Iteration 30Q: 3 clusters Score -3573946 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3573965.750000 Penalty: 3401.935547
	Iteration 31Q: 3 clusters Score -3573966 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -3573978.000000 Penalty: 3401.935547
	Iteration 32Q: 3 clusters Score -3573978 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -3573982.000000 Penalty: 3401.935547
	Iteration 33Q: 3 clusters Score -3573982 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -3573991.250000 Penalty: 3401.935547
	Iteration 34Q: 3 clusters Score -3573991 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3573989.000000 Penalty: 3401.935547
	Iteration 35Q: 3 clusters Score -3573989 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3573995.250000 Penalty: 3401.935547
	Iteration 36Q: 3 clusters Score -3573995 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3573993.250000 Penalty: 3401.935547
	Iteration 37Q: 3 clusters Score -3573993 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -3573997.000000 Penalty: 3401.935547
	Iteration 38Q: 3 clusters Score -3573997 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -3574013.000000 Penalty: 3401.935547
	Iteration 39Q: 3 clusters Score -3574013 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -3574012.500000 Penalty: 3401.935547
	Iteration 40F: 3 clusters Score -3574012 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -3574014.000000 Penalty: 3401.935547
	Iteration 41Q: 3 clusters Score -3574014 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -3574017.250000 Penalty: 3401.935547
	Iteration 42Q: 3 clusters Score -3574017 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -3574021.000000 Penalty: 3401.935547
	Iteration 43Q: 3 clusters Score -3574021 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -3574028.750000 Penalty: 3401.935547
	Iteration 44Q: 3 clusters Score -3574029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -3574031.500000 Penalty: 3401.935547
	Iteration 45Q: 3 clusters Score -3574032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -3574034.250000 Penalty: 3401.935547
	Iteration 46Q: 3 clusters Score -3574034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -3574035.250000 Penalty: 3401.935547
	Iteration 47Q: 3 clusters Score -3574035 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -3574029.000000 Penalty: 3401.935547
	Iteration 48Q: 3 clusters Score -3574029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -3574029.500000 Penalty: 3401.935547
	Iteration 49Q: 3 clusters Score -3574030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -3574028.500000 Penalty: 3401.935547
	Iteration 50Q: 3 clusters Score -3574028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3574024.000000 Penalty: 3401.935547
	Iteration 51Q: 3 clusters Score -3574024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -3574031.250000 Penalty: 3401.935547
	Iteration 52Q: 3 clusters Score -3574031 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -3574025.750000 Penalty: 3401.935547
	Iteration 53Q: 3 clusters Score -3574026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -3574031.750000 Penalty: 3401.935547
	Iteration 54Q: 3 clusters Score -3574032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -3574030.500000 Penalty: 3401.935547
	Iteration 55Q: 3 clusters Score -3574030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -3574030.500000 Penalty: 3401.935547
	Iteration 56Q: 3 clusters Score -3574030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -3574031.750000 Penalty: 3401.935547
	Iteration 57Q: 3 clusters Score -3574032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -3574035.250000 Penalty: 3401.935547
	Iteration 58Q: 3 clusters Score -3574035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -3574036.500000 Penalty: 3401.935547
	Iteration 59Q: 3 clusters Score -3574036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -3574046.250000 Penalty: 3401.935547
	Iteration 60F: 3 clusters Score -3574046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -3574048.500000 Penalty: 3401.935547
	Iteration 61Q: 3 clusters Score -3574048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -3574039.750000 Penalty: 3401.935547
	Iteration 62Q: 3 clusters Score -3574040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -3574042.000000 Penalty: 3401.935547
	Iteration 63Q: 3 clusters Score -3574042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -3574047.000000 Penalty: 3401.935547
	Iteration 64Q: 3 clusters Score -3574047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -3574050.000000 Penalty: 3401.935547
	Iteration 65Q: 3 clusters Score -3574050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -3574048.500000 Penalty: 3401.935547
	Iteration 66Q: 3 clusters Score -3574048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -3574047.750000 Penalty: 3401.935547
	Iteration 67Q: 3 clusters Score -3574048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -3574044.750000 Penalty: 3401.935547
	Iteration 68Q: 3 clusters Score -3574045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -3574043.500000 Penalty: 3401.935547
	Iteration 69Q: 3 clusters Score -3574044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -3574047.250000 Penalty: 3401.935547
	Iteration 70Q: 3 clusters Score -3574047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -3574047.000000 Penalty: 3401.935547
	Iteration 71Q: 3 clusters Score -3574047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -3574046.500000 Penalty: 3401.935547
	Iteration 72Q: 3 clusters Score -3574046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -3574046.250000 Penalty: 3401.935547
	Iteration 73Q: 3 clusters Score -3574046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -3574045.500000 Penalty: 3401.935547
	Iteration 74Q: 3 clusters Score -3574046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -3574044.000000 Penalty: 3401.935547
	Iteration 75Q: 3 clusters Score -3574044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -3574045.250000 Penalty: 3401.935547
	Iteration 76Q: 3 clusters Score -3574045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -3574045.250000 Penalty: 3401.935547
	Iteration 77Q: 3 clusters Score -3574045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -3574043.250000 Penalty: 3401.935547
	Iteration 78Q: 3 clusters Score -3574043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -3574045.750000 Penalty: 3401.935547
	Iteration 79Q: 3 clusters Score -3574046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -3574041.000000 Penalty: 3401.935547
	Iteration 80F: 3 clusters Score -3574041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -3574045.500000 Penalty: 3401.935547
	Iteration 81Q: 3 clusters Score -3574046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -3574047.250000 Penalty: 3401.935547
	Iteration 82Q: 3 clusters Score -3574047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3574044.750000 Penalty: 3401.935547
	Iteration 83Q: 3 clusters Score -3574045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3574045.500000 Penalty: 3401.935547
	Iteration 84Q: 3 clusters Score -3574046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3574045.500000 Penalty: 3401.935547
	Iteration 85F: 3 clusters Score -3574046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Entering Unmasked Estep 
Score: -786820.312500 Penalty: 1454.903442
	Iteration 0F: 2 clusters Score -786820.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -781173.000000 Penalty: 2909.806885
	Iteration 0F: 3 clusters Score -781173 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -782965.875000 Penalty: 2909.806885
	Iteration 1F: 3 clusters Score -782965.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -783234.000000 Penalty: 2909.806885
	Iteration 2F: 3 clusters Score -783234 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -783441.125000 Penalty: 2909.806885
	Iteration 3F: 3 clusters Score -783441.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -783604.687500 Penalty: 2909.806885
	Iteration 4Q: 3 clusters Score -783604.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -783765.687500 Penalty: 2909.806885
	Iteration 5Q: 3 clusters Score -783765.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -783920.000000 Penalty: 2909.806885
	Iteration 6Q: 3 clusters Score -783920 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -784072.562500 Penalty: 2909.806885
	Iteration 7Q: 3 clusters Score -784072.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -784231.812500 Penalty: 2909.806885
	Iteration 8Q: 3 clusters Score -784231.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -784375.437500 Penalty: 2909.806885
	Iteration 9Q: 3 clusters Score -784375.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -784493.750000 Penalty: 2909.806885
	Iteration 10Q: 3 clusters Score -784493.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -784598.062500 Penalty: 2909.806885
	Iteration 11Q: 3 clusters Score -784598.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -784682.062500 Penalty: 2909.806885
	Iteration 12Q: 3 clusters Score -784682.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -784751.312500 Penalty: 2909.806885
	Iteration 13Q: 3 clusters Score -784751.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -784803.625000 Penalty: 2909.806885
	Iteration 14Q: 3 clusters Score -784803.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -784839.187500 Penalty: 2909.806885
	Iteration 15Q: 3 clusters Score -784839.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -784861.312500 Penalty: 2909.806885
	Iteration 16Q: 3 clusters Score -784861.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -784873.937500 Penalty: 2909.806885
	Iteration 17Q: 3 clusters Score -784873.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -784894.437500 Penalty: 2909.806885
	Iteration 18Q: 3 clusters Score -784894.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -784909.375000 Penalty: 2909.806885
	Iteration 19Q: 3 clusters Score -784909.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -784919.437500 Penalty: 2909.806885
	Iteration 20F: 3 clusters Score -784919.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -784928.500000 Penalty: 2909.806885
	Iteration 21Q: 3 clusters Score -784928.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -784936.125000 Penalty: 2909.806885
	Iteration 22Q: 3 clusters Score -784936.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -784944.500000 Penalty: 2909.806885
	Iteration 23Q: 3 clusters Score -784944.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -784952.500000 Penalty: 2909.806885
	Iteration 24Q: 3 clusters Score -784952.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -784957.500000 Penalty: 2909.806885
	Iteration 25Q: 3 clusters Score -784957.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -784962.437500 Penalty: 2909.806885
	Iteration 26Q: 3 clusters Score -784962.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -784968.875000 Penalty: 2909.806885
	Iteration 27Q: 3 clusters Score -784968.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -784971.562500 Penalty: 2909.806885
	Iteration 28Q: 3 clusters Score -784971.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -784976.437500 Penalty: 2909.806885
	Iteration 29Q: 3 clusters Score -784976.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -784979.062500 Penalty: 2909.806885
	Iteration 30Q: 3 clusters Score -784979.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -784984.125000 Penalty: 2909.806885
	Iteration 31Q: 3 clusters Score -784984.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -784986.375000 Penalty: 2909.806885
	Iteration 32Q: 3 clusters Score -784986.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -784988.000000 Penalty: 2909.806885
	Iteration 33Q: 3 clusters Score -784988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -784988.875000 Penalty: 2909.806885
	Iteration 34Q: 3 clusters Score -784988.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -784989.375000 Penalty: 2909.806885
	Iteration 35Q: 3 clusters Score -784989.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -784992.875000 Penalty: 2909.806885
	Iteration 36Q: 3 clusters Score -784992.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -784993.812500 Penalty: 2909.806885
	Iteration 37Q: 3 clusters Score -784993.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -784994.812500 Penalty: 2909.806885
	Iteration 38Q: 3 clusters Score -784994.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -784994.625000 Penalty: 2909.806885
	Iteration 39Q: 3 clusters Score -784994.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -784995.625000 Penalty: 2909.806885
	Iteration 40F: 3 clusters Score -784995.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -784997.125000 Penalty: 2909.806885
	Iteration 41Q: 3 clusters Score -784997.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -784994.625000 Penalty: 2909.806885
	Iteration 42Q: 3 clusters Score -784994.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -784995.375000 Penalty: 2909.806885
	Iteration 43Q: 3 clusters Score -784995.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -784997.000000 Penalty: 2909.806885
	Iteration 44Q: 3 clusters Score -784997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -784997.875000 Penalty: 2909.806885
	Iteration 45Q: 3 clusters Score -784997.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -784999.000000 Penalty: 2909.806885
	Iteration 46Q: 3 clusters Score -784999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -784999.625000 Penalty: 2909.806885
	Iteration 47Q: 3 clusters Score -784999.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -784999.812500 Penalty: 2909.806885
	Iteration 48Q: 3 clusters Score -784999.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -785000.375000 Penalty: 2909.806885
	Iteration 49Q: 3 clusters Score -785000.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -785001.437500 Penalty: 2909.806885
	Iteration 50Q: 3 clusters Score -785001.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -785001.062500 Penalty: 2909.806885
	Iteration 51Q: 3 clusters Score -785001.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -785001.750000 Penalty: 2909.806885
	Iteration 52Q: 3 clusters Score -785001.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -785001.437500 Penalty: 2909.806885
	Iteration 53Q: 3 clusters Score -785001.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -785001.625000 Penalty: 2909.806885
	Iteration 54Q: 3 clusters Score -785001.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -785001.625000 Penalty: 2909.806885
	Iteration 55Q: 3 clusters Score -785001.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -785001.750000 Penalty: 2909.806885
	Iteration 56Q: 3 clusters Score -785001.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -785001.750000 Penalty: 2909.806885
	Iteration 57Q: 3 clusters Score -785001.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -785001.437500 Penalty: 2909.806885
	Iteration 58Q: 3 clusters Score -785001.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -785001.000000 Penalty: 2909.806885
	Iteration 59Q: 3 clusters Score -785001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -785002.937500 Penalty: 2909.806885
	Iteration 60F: 3 clusters Score -785002.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Entering Unmasked Estep 
Score: -370982.000000 Penalty: 1347.009399
	Iteration 0F: 2 clusters Score -370982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -367610.843750 Penalty: 2694.018799
	Iteration 0F: 3 clusters Score -367610.8 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -368544.406250 Penalty: 2694.018799
	Iteration 1F: 3 clusters Score -368544.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -368821.156250 Penalty: 2694.018799
	Iteration 2F: 3 clusters Score -368821.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -369072.406250 Penalty: 2694.018799
	Iteration 3F: 3 clusters Score -369072.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -369300.406250 Penalty: 2694.018799
	Iteration 4F: 3 clusters Score -369300.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -369525.531250 Penalty: 2694.018799
	Iteration 5F: 3 clusters Score -369525.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -369752.093750 Penalty: 2694.018799
	Iteration 6F: 3 clusters Score -369752.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -369923.843750 Penalty: 2694.018799
	Iteration 7F: 3 clusters Score -369923.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -370051.593750 Penalty: 2694.018799
	Iteration 8Q: 3 clusters Score -370051.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -370190.531250 Penalty: 2694.018799
	Iteration 9Q: 3 clusters Score -370190.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -370317.500000 Penalty: 2694.018799
	Iteration 10Q: 3 clusters Score -370317.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -370403.656250 Penalty: 2694.018799
	Iteration 11Q: 3 clusters Score -370403.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -370491.843750 Penalty: 2694.018799
	Iteration 12Q: 3 clusters Score -370491.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -370557.250000 Penalty: 2694.018799
	Iteration 13Q: 3 clusters Score -370557.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -370593.375000 Penalty: 2694.018799
	Iteration 14Q: 3 clusters Score -370593.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -370620.156250 Penalty: 2694.018799
	Iteration 15Q: 3 clusters Score -370620.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -370644.343750 Penalty: 2694.018799
	Iteration 16Q: 3 clusters Score -370644.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -370661.000000 Penalty: 2694.018799
	Iteration 17Q: 3 clusters Score -370661 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -370673.937500 Penalty: 2694.018799
	Iteration 18Q: 3 clusters Score -370673.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -370684.968750 Penalty: 2694.018799
	Iteration 19Q: 3 clusters Score -370685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -370697.531250 Penalty: 2694.018799
	Iteration 20F: 3 clusters Score -370697.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -370708.562500 Penalty: 2694.018799
	Iteration 21Q: 3 clusters Score -370708.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -370718.562500 Penalty: 2694.018799
	Iteration 22Q: 3 clusters Score -370718.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -370727.218750 Penalty: 2694.018799
	Iteration 23Q: 3 clusters Score -370727.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -370734.812500 Penalty: 2694.018799
	Iteration 24Q: 3 clusters Score -370734.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -370743.375000 Penalty: 2694.018799
	Iteration 25Q: 3 clusters Score -370743.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -370755.062500 Penalty: 2694.018799
	Iteration 26Q: 3 clusters Score -370755.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -370759.406250 Penalty: 2694.018799
	Iteration 27Q: 3 clusters Score -370759.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -370764.281250 Penalty: 2694.018799
	Iteration 28Q: 3 clusters Score -370764.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -370766.000000 Penalty: 2694.018799
	Iteration 29Q: 3 clusters Score -370766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -370767.250000 Penalty: 2694.018799
	Iteration 30Q: 3 clusters Score -370767.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -370767.937500 Penalty: 2694.018799
	Iteration 31Q: 3 clusters Score -370767.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -370768.187500 Penalty: 2694.018799
	Iteration 32Q: 3 clusters Score -370768.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -370768.843750 Penalty: 2694.018799
	Iteration 33Q: 3 clusters Score -370768.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -370769.281250 Penalty: 2694.018799
	Iteration 34Q: 3 clusters Score -370769.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -370770.437500 Penalty: 2694.018799
	Iteration 35Q: 3 clusters Score -370770.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -370770.781250 Penalty: 2694.018799
	Iteration 36Q: 3 clusters Score -370770.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -370770.781250 Penalty: 2694.018799
	Iteration 37F: 3 clusters Score -370770.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (153244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153244 members 
Entering Unmasked Estep 
Score: -15584012.000000 Penalty: 1940.215332
	Iteration 0F: 2 clusters Score -1.558401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76687 members 
Mstep: Class 2 contains 76557 members 
Entering Unmasked Estep 
Score: -15482501.000000 Penalty: 3880.430664
	Iteration 0F: 3 clusters Score -1.54825e+07 nChanged 73610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77907 members 
Mstep: Class 2 contains 75337 members 
Entering Unmasked Estep 
Score: -15525375.000000 Penalty: 3880.430664
	Iteration 1F: 3 clusters Score -1.552538e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 74508 members 
Entering Unmasked Estep 
Score: -15526011.000000 Penalty: 3880.430664
	Iteration 2Q: 3 clusters Score -1.552601e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79952 members 
Mstep: Class 2 contains 73292 members 
Entering Unmasked Estep 
Score: -15526900.000000 Penalty: 3880.430664
	Iteration 3Q: 3 clusters Score -1.55269e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81804 members 
Mstep: Class 2 contains 71440 members 
Entering Unmasked Estep 
Score: -15528035.000000 Penalty: 3880.430664
	Iteration 4Q: 3 clusters Score -1.552804e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84458 members 
Mstep: Class 2 contains 68786 members 
Entering Unmasked Estep 
Score: -15529363.000000 Penalty: 3880.430664
	Iteration 5Q: 3 clusters Score -1.552936e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88382 members 
Mstep: Class 2 contains 64862 members 
Entering Unmasked Estep 
Score: -15531818.000000 Penalty: 3880.430664
	Iteration 6Q: 3 clusters Score -1.553182e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93771 members 
Mstep: Class 2 contains 59473 members 
Entering Unmasked Estep 
Score: -15535810.000000 Penalty: 3880.430664
	Iteration 7Q: 3 clusters Score -1.553581e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100622 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -15542080.000000 Penalty: 3880.430664
	Iteration 8F: 3 clusters Score -1.554208e+07 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107808 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -15549623.000000 Penalty: 3880.430664
	Iteration 9F: 3 clusters Score -1.554962e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113872 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -15556658.000000 Penalty: 3880.430664
	Iteration 10F: 3 clusters Score -1.555666e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118351 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -15561134.000000 Penalty: 3880.430664
	Iteration 11Q: 3 clusters Score -1.556113e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121973 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -15563636.000000 Penalty: 3880.430664
	Iteration 12Q: 3 clusters Score -1.556364e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125408 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -15565544.000000 Penalty: 3880.430664
	Iteration 13Q: 3 clusters Score -1.556554e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128842 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -15567121.000000 Penalty: 3880.430664
	Iteration 14Q: 3 clusters Score -1.556712e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132121 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -15568808.000000 Penalty: 3880.430664
	Iteration 15Q: 3 clusters Score -1.556881e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135361 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -15570651.000000 Penalty: 3880.430664
	Iteration 16Q: 3 clusters Score -1.557065e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138493 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -15572564.000000 Penalty: 3880.430664
	Iteration 17Q: 3 clusters Score -1.557256e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141499 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -15574501.000000 Penalty: 3880.430664
	Iteration 18Q: 3 clusters Score -1.55745e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144250 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -15576266.000000 Penalty: 3880.430664
	Iteration 19Q: 3 clusters Score -1.557627e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146532 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -15577695.000000 Penalty: 3880.430664
	Iteration 20F: 3 clusters Score -1.55777e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148333 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -15578985.000000 Penalty: 3880.430664
	Iteration 21Q: 3 clusters Score -1.557898e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149783 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -15580050.000000 Penalty: 3880.430664
	Iteration 22Q: 3 clusters Score -1.558005e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150942 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -15580835.000000 Penalty: 3880.430664
	Iteration 23Q: 3 clusters Score -1.558084e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151770 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -15581385.000000 Penalty: 3880.430664
	Iteration 24Q: 3 clusters Score -1.558138e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152263 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -15581737.000000 Penalty: 3880.430664
	Iteration 25Q: 3 clusters Score -1.558174e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152573 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -15581993.000000 Penalty: 3880.430664
	Iteration 26Q: 3 clusters Score -1.558199e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152730 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -15582118.000000 Penalty: 3880.430664
	Iteration 27Q: 3 clusters Score -1.558212e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152807 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -15582204.000000 Penalty: 3880.430664
	Iteration 28Q: 3 clusters Score -1.55822e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152844 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -15582228.000000 Penalty: 3880.430664
	Iteration 29Q: 3 clusters Score -1.558223e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152871 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -15582246.000000 Penalty: 3880.430664
	Iteration 30Q: 3 clusters Score -1.558225e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152888 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -15582270.000000 Penalty: 3880.430664
	Iteration 31Q: 3 clusters Score -1.558227e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152909 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -15582302.000000 Penalty: 3880.430664
	Iteration 32Q: 3 clusters Score -1.55823e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152922 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -15582312.000000 Penalty: 3880.430664
	Iteration 33Q: 3 clusters Score -1.558231e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152933 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -15582340.000000 Penalty: 3880.430664
	Iteration 34Q: 3 clusters Score -1.558234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152942 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -15582345.000000 Penalty: 3880.430664
	Iteration 35Q: 3 clusters Score -1.558234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152949 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15582363.000000 Penalty: 3880.430664
	Iteration 36Q: 3 clusters Score -1.558236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152953 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -15582352.000000 Penalty: 3880.430664
	Iteration 37Q: 3 clusters Score -1.558235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152953 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -15582357.000000 Penalty: 3880.430664
	Iteration 38Q: 3 clusters Score -1.558236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152951 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -15582359.000000 Penalty: 3880.430664
	Iteration 39Q: 3 clusters Score -1.558236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152951 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -15582359.000000 Penalty: 3880.430664
	Iteration 40F: 3 clusters Score -1.558236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Entering Unmasked Estep 
Score: -301780.750000 Penalty: 1297.641113
	Iteration 0F: 2 clusters Score -301780.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -299107.281250 Penalty: 2595.282227
	Iteration 0F: 3 clusters Score -299107.3 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -299773.343750 Penalty: 2595.282227
	Iteration 1F: 3 clusters Score -299773.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -299905.218750 Penalty: 2595.282227
	Iteration 2F: 3 clusters Score -299905.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -299984.437500 Penalty: 2595.282227
	Iteration 3Q: 3 clusters Score -299984.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -300048.343750 Penalty: 2595.282227
	Iteration 4Q: 3 clusters Score -300048.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -300114.125000 Penalty: 2595.282227
	Iteration 5Q: 3 clusters Score -300114.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -300165.968750 Penalty: 2595.282227
	Iteration 6Q: 3 clusters Score -300166 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -300214.718750 Penalty: 2595.282227
	Iteration 7Q: 3 clusters Score -300214.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -300255.187500 Penalty: 2595.282227
	Iteration 8Q: 3 clusters Score -300255.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -300295.156250 Penalty: 2595.282227
	Iteration 9Q: 3 clusters Score -300295.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -300335.250000 Penalty: 2595.282227
	Iteration 10Q: 3 clusters Score -300335.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -300383.218750 Penalty: 2595.282227
	Iteration 11Q: 3 clusters Score -300383.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -300465.062500 Penalty: 2595.282227
	Iteration 12Q: 3 clusters Score -300465.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -300543.906250 Penalty: 2595.282227
	Iteration 13Q: 3 clusters Score -300543.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -300598.937500 Penalty: 2595.282227
	Iteration 14Q: 3 clusters Score -300598.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -300645.718750 Penalty: 2595.282227
	Iteration 15Q: 3 clusters Score -300645.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -300690.343750 Penalty: 2595.282227
	Iteration 16Q: 3 clusters Score -300690.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -300717.468750 Penalty: 2595.282227
	Iteration 17Q: 3 clusters Score -300717.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -300737.375000 Penalty: 2595.282227
	Iteration 18Q: 3 clusters Score -300737.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -300759.593750 Penalty: 2595.282227
	Iteration 19Q: 3 clusters Score -300759.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -300786.218750 Penalty: 2595.282227
	Iteration 20F: 3 clusters Score -300786.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -300808.250000 Penalty: 2595.282227
	Iteration 21Q: 3 clusters Score -300808.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -300831.093750 Penalty: 2595.282227
	Iteration 22Q: 3 clusters Score -300831.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -300855.093750 Penalty: 2595.282227
	Iteration 23Q: 3 clusters Score -300855.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -300872.468750 Penalty: 2595.282227
	Iteration 24Q: 3 clusters Score -300872.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -300885.687500 Penalty: 2595.282227
	Iteration 25Q: 3 clusters Score -300885.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -300898.281250 Penalty: 2595.282227
	Iteration 26Q: 3 clusters Score -300898.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -300914.156250 Penalty: 2595.282227
	Iteration 27Q: 3 clusters Score -300914.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -300927.406250 Penalty: 2595.282227
	Iteration 28Q: 3 clusters Score -300927.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -300954.156250 Penalty: 2595.282227
	Iteration 29Q: 3 clusters Score -300954.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -300976.562500 Penalty: 2595.282227
	Iteration 30Q: 3 clusters Score -300976.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -301000.812500 Penalty: 2595.282227
	Iteration 31Q: 3 clusters Score -301000.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -301030.406250 Penalty: 2595.282227
	Iteration 32Q: 3 clusters Score -301030.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -301049.906250 Penalty: 2595.282227
	Iteration 33Q: 3 clusters Score -301049.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -301068.656250 Penalty: 2595.282227
	Iteration 34Q: 3 clusters Score -301068.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -301086.906250 Penalty: 2595.282227
	Iteration 35Q: 3 clusters Score -301086.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -301103.687500 Penalty: 2595.282227
	Iteration 36Q: 3 clusters Score -301103.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -301115.531250 Penalty: 2595.282227
	Iteration 37Q: 3 clusters Score -301115.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -301129.468750 Penalty: 2595.282227
	Iteration 38Q: 3 clusters Score -301129.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -301138.906250 Penalty: 2595.282227
	Iteration 39Q: 3 clusters Score -301138.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -301142.468750 Penalty: 2595.282227
	Iteration 40F: 3 clusters Score -301142.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -301146.593750 Penalty: 2595.282227
	Iteration 41Q: 3 clusters Score -301146.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -301150.125000 Penalty: 2595.282227
	Iteration 42Q: 3 clusters Score -301150.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -301152.562500 Penalty: 2595.282227
	Iteration 43Q: 3 clusters Score -301152.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -301153.375000 Penalty: 2595.282227
	Iteration 44Q: 3 clusters Score -301153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -301154.687500 Penalty: 2595.282227
	Iteration 45Q: 3 clusters Score -301154.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -301156.375000 Penalty: 2595.282227
	Iteration 46Q: 3 clusters Score -301156.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -301157.656250 Penalty: 2595.282227
	Iteration 47Q: 3 clusters Score -301157.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -301157.656250 Penalty: 2595.282227
	Iteration 48F: 3 clusters Score -301157.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (163888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163888 members 
Entering Unmasked Estep 
Score: -16515888.000000 Penalty: 1951.127563
	Iteration 0F: 2 clusters Score -1.651589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 81814 members 
Entering Unmasked Estep 
Score: -16409552.000000 Penalty: 3902.255127
	Iteration 0F: 3 clusters Score -1.640955e+07 nChanged 79022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82592 members 
Mstep: Class 2 contains 81296 members 
Entering Unmasked Estep 
Score: -16456426.000000 Penalty: 3902.255127
	Iteration 1F: 3 clusters Score -1.645643e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82422 members 
Mstep: Class 2 contains 81466 members 
Entering Unmasked Estep 
Score: -16458565.000000 Penalty: 3902.255127
	Iteration 2Q: 3 clusters Score -1.645856e+07 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82023 members 
Mstep: Class 2 contains 81865 members 
Entering Unmasked Estep 
Score: -16462457.000000 Penalty: 3902.255127
	Iteration 3Q: 3 clusters Score -1.646246e+07 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81139 members 
Mstep: Class 2 contains 82749 members 
Entering Unmasked Estep 
Score: -16469289.000000 Penalty: 3902.255127
	Iteration 4F: 3 clusters Score -1.646929e+07 nChanged 11825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79594 members 
Mstep: Class 2 contains 84294 members 
Entering Unmasked Estep 
Score: -16478372.000000 Penalty: 3902.255127
	Iteration 5F: 3 clusters Score -1.647837e+07 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77303 members 
Mstep: Class 2 contains 86585 members 
Entering Unmasked Estep 
Score: -16487974.000000 Penalty: 3902.255127
	Iteration 6F: 3 clusters Score -1.648797e+07 nChanged 12479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74950 members 
Mstep: Class 2 contains 88938 members 
Entering Unmasked Estep 
Score: -16497174.000000 Penalty: 3902.255127
	Iteration 7F: 3 clusters Score -1.649717e+07 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73283 members 
Mstep: Class 2 contains 90605 members 
Entering Unmasked Estep 
Score: -16503189.000000 Penalty: 3902.255127
	Iteration 8F: 3 clusters Score -1.650319e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72646 members 
Mstep: Class 2 contains 91242 members 
Entering Unmasked Estep 
Score: -16505785.000000 Penalty: 3902.255127
	Iteration 9Q: 3 clusters Score -1.650578e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72791 members 
Mstep: Class 2 contains 91097 members 
Entering Unmasked Estep 
Score: -16506634.000000 Penalty: 3902.255127
	Iteration 10Q: 3 clusters Score -1.650663e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73286 members 
Mstep: Class 2 contains 90602 members 
Entering Unmasked Estep 
Score: -16507052.000000 Penalty: 3902.255127
	Iteration 11Q: 3 clusters Score -1.650705e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74028 members 
Mstep: Class 2 contains 89860 members 
Entering Unmasked Estep 
Score: -16507425.000000 Penalty: 3902.255127
	Iteration 12Q: 3 clusters Score -1.650742e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74804 members 
Mstep: Class 2 contains 89084 members 
Entering Unmasked Estep 
Score: -16507683.000000 Penalty: 3902.255127
	Iteration 13Q: 3 clusters Score -1.650768e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75593 members 
Mstep: Class 2 contains 88295 members 
Entering Unmasked Estep 
Score: -16507702.000000 Penalty: 3902.255127
	Iteration 14Q: 3 clusters Score -1.65077e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76379 members 
Mstep: Class 2 contains 87509 members 
Entering Unmasked Estep 
Score: -16507770.000000 Penalty: 3902.255127
	Iteration 15Q: 3 clusters Score -1.650777e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77167 members 
Mstep: Class 2 contains 86721 members 
Entering Unmasked Estep 
Score: -16507754.000000 Penalty: 3902.255127
	Iteration 16Q: 3 clusters Score -1.650775e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77882 members 
Mstep: Class 2 contains 86006 members 
Entering Unmasked Estep 
Score: -16507740.000000 Penalty: 3902.255127
	Iteration 17Q: 3 clusters Score -1.650774e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78479 members 
Mstep: Class 2 contains 85409 members 
Entering Unmasked Estep 
Score: -16507701.000000 Penalty: 3902.255127
	Iteration 18Q: 3 clusters Score -1.65077e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78999 members 
Mstep: Class 2 contains 84889 members 
Entering Unmasked Estep 
Score: -16507705.000000 Penalty: 3902.255127
	Iteration 19Q: 3 clusters Score -1.65077e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 84402 members 
Entering Unmasked Estep 
Score: -16507723.000000 Penalty: 3902.255127
	Iteration 20F: 3 clusters Score -1.650772e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79948 members 
Mstep: Class 2 contains 83940 members 
Entering Unmasked Estep 
Score: -16507722.000000 Penalty: 3902.255127
	Iteration 21Q: 3 clusters Score -1.650772e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80357 members 
Mstep: Class 2 contains 83531 members 
Entering Unmasked Estep 
Score: -16507712.000000 Penalty: 3902.255127
	Iteration 22Q: 3 clusters Score -1.650771e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80733 members 
Mstep: Class 2 contains 83155 members 
Entering Unmasked Estep 
Score: -16507719.000000 Penalty: 3902.255127
	Iteration 23Q: 3 clusters Score -1.650772e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81057 members 
Mstep: Class 2 contains 82831 members 
Entering Unmasked Estep 
Score: -16507712.000000 Penalty: 3902.255127
	Iteration 24Q: 3 clusters Score -1.650771e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81292 members 
Mstep: Class 2 contains 82596 members 
Entering Unmasked Estep 
Score: -16507726.000000 Penalty: 3902.255127
	Iteration 25Q: 3 clusters Score -1.650773e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81510 members 
Mstep: Class 2 contains 82378 members 
Entering Unmasked Estep 
Score: -16507742.000000 Penalty: 3902.255127
	Iteration 26Q: 3 clusters Score -1.650774e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81700 members 
Mstep: Class 2 contains 82188 members 
Entering Unmasked Estep 
Score: -16507734.000000 Penalty: 3902.255127
	Iteration 27Q: 3 clusters Score -1.650773e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81849 members 
Mstep: Class 2 contains 82039 members 
Entering Unmasked Estep 
Score: -16507727.000000 Penalty: 3902.255127
	Iteration 28Q: 3 clusters Score -1.650773e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81991 members 
Mstep: Class 2 contains 81897 members 
Entering Unmasked Estep 
Score: -16507740.000000 Penalty: 3902.255127
	Iteration 29Q: 3 clusters Score -1.650774e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82122 members 
Mstep: Class 2 contains 81766 members 
Entering Unmasked Estep 
Score: -16507773.000000 Penalty: 3902.255127
	Iteration 30Q: 3 clusters Score -1.650777e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 81641 members 
Entering Unmasked Estep 
Score: -16507774.000000 Penalty: 3902.255127
	Iteration 31Q: 3 clusters Score -1.650777e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82359 members 
Mstep: Class 2 contains 81529 members 
Entering Unmasked Estep 
Score: -16507788.000000 Penalty: 3902.255127
	Iteration 32Q: 3 clusters Score -1.650779e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82448 members 
Mstep: Class 2 contains 81440 members 
Entering Unmasked Estep 
Score: -16507774.000000 Penalty: 3902.255127
	Iteration 33Q: 3 clusters Score -1.650777e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82505 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -16507769.000000 Penalty: 3902.255127
	Iteration 34Q: 3 clusters Score -1.650777e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82545 members 
Mstep: Class 2 contains 81343 members 
Entering Unmasked Estep 
Score: -16507792.000000 Penalty: 3902.255127
	Iteration 35Q: 3 clusters Score -1.650779e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82586 members 
Mstep: Class 2 contains 81302 members 
Entering Unmasked Estep 
Score: -16507793.000000 Penalty: 3902.255127
	Iteration 36Q: 3 clusters Score -1.650779e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82633 members 
Mstep: Class 2 contains 81255 members 
Entering Unmasked Estep 
Score: -16507783.000000 Penalty: 3902.255127
	Iteration 37Q: 3 clusters Score -1.650778e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82674 members 
Mstep: Class 2 contains 81214 members 
Entering Unmasked Estep 
Score: -16507781.000000 Penalty: 3902.255127
	Iteration 38Q: 3 clusters Score -1.650778e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82724 members 
Mstep: Class 2 contains 81164 members 
Entering Unmasked Estep 
Score: -16507765.000000 Penalty: 3902.255127
	Iteration 39Q: 3 clusters Score -1.650776e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82763 members 
Mstep: Class 2 contains 81125 members 
Entering Unmasked Estep 
Score: -16507769.000000 Penalty: 3902.255127
	Iteration 40F: 3 clusters Score -1.650777e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82804 members 
Mstep: Class 2 contains 81084 members 
Entering Unmasked Estep 
Score: -16507761.000000 Penalty: 3902.255127
	Iteration 41Q: 3 clusters Score -1.650776e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82827 members 
Mstep: Class 2 contains 81061 members 
Entering Unmasked Estep 
Score: -16507763.000000 Penalty: 3902.255127
	Iteration 42Q: 3 clusters Score -1.650776e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82855 members 
Mstep: Class 2 contains 81033 members 
Entering Unmasked Estep 
Score: -16507770.000000 Penalty: 3902.255127
	Iteration 43Q: 3 clusters Score -1.650777e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82875 members 
Mstep: Class 2 contains 81013 members 
Entering Unmasked Estep 
Score: -16507770.000000 Penalty: 3902.255127
	Iteration 44Q: 3 clusters Score -1.650777e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82891 members 
Mstep: Class 2 contains 80997 members 
Entering Unmasked Estep 
Score: -16507755.000000 Penalty: 3902.255127
	Iteration 45Q: 3 clusters Score -1.650776e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82904 members 
Mstep: Class 2 contains 80984 members 
Entering Unmasked Estep 
Score: -16507766.000000 Penalty: 3902.255127
	Iteration 46Q: 3 clusters Score -1.650777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82915 members 
Mstep: Class 2 contains 80973 members 
Entering Unmasked Estep 
Score: -16507770.000000 Penalty: 3902.255127
	Iteration 47Q: 3 clusters Score -1.650777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82925 members 
Mstep: Class 2 contains 80963 members 
Entering Unmasked Estep 
Score: -16507752.000000 Penalty: 3902.255127
	Iteration 48Q: 3 clusters Score -1.650775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82938 members 
Mstep: Class 2 contains 80950 members 
Entering Unmasked Estep 
Score: -16507767.000000 Penalty: 3902.255127
	Iteration 49Q: 3 clusters Score -1.650777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82949 members 
Mstep: Class 2 contains 80939 members 
Entering Unmasked Estep 
Score: -16507764.000000 Penalty: 3902.255127
	Iteration 50Q: 3 clusters Score -1.650776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82961 members 
Mstep: Class 2 contains 80927 members 
Entering Unmasked Estep 
Score: -16507778.000000 Penalty: 3902.255127
	Iteration 51Q: 3 clusters Score -1.650778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82976 members 
Mstep: Class 2 contains 80912 members 
Entering Unmasked Estep 
Score: -16507773.000000 Penalty: 3902.255127
	Iteration 52Q: 3 clusters Score -1.650777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -16507770.000000 Penalty: 3902.255127
	Iteration 53Q: 3 clusters Score -1.650777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82994 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -16507767.000000 Penalty: 3902.255127
	Iteration 54Q: 3 clusters Score -1.650777e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83013 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -16507760.000000 Penalty: 3902.255127
	Iteration 55Q: 3 clusters Score -1.650776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83027 members 
Mstep: Class 2 contains 80861 members 
Entering Unmasked Estep 
Score: -16507748.000000 Penalty: 3902.255127
	Iteration 56Q: 3 clusters Score -1.650775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83038 members 
Mstep: Class 2 contains 80850 members 
Entering Unmasked Estep 
Score: -16507744.000000 Penalty: 3902.255127
	Iteration 57Q: 3 clusters Score -1.650774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83051 members 
Mstep: Class 2 contains 80837 members 
Entering Unmasked Estep 
Score: -16507734.000000 Penalty: 3902.255127
	Iteration 58Q: 3 clusters Score -1.650773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83066 members 
Mstep: Class 2 contains 80822 members 
Entering Unmasked Estep 
Score: -16507742.000000 Penalty: 3902.255127
	Iteration 59Q: 3 clusters Score -1.650774e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83083 members 
Mstep: Class 2 contains 80805 members 
Entering Unmasked Estep 
Score: -16507733.000000 Penalty: 3902.255127
	Iteration 60F: 3 clusters Score -1.650773e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83098 members 
Mstep: Class 2 contains 80790 members 
Entering Unmasked Estep 
Score: -16507729.000000 Penalty: 3902.255127
	Iteration 61Q: 3 clusters Score -1.650773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83105 members 
Mstep: Class 2 contains 80783 members 
Entering Unmasked Estep 
Score: -16507722.000000 Penalty: 3902.255127
	Iteration 62Q: 3 clusters Score -1.650772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83112 members 
Mstep: Class 2 contains 80776 members 
Entering Unmasked Estep 
Score: -16507716.000000 Penalty: 3902.255127
	Iteration 63Q: 3 clusters Score -1.650772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83119 members 
Mstep: Class 2 contains 80769 members 
Entering Unmasked Estep 
Score: -16507727.000000 Penalty: 3902.255127
	Iteration 64Q: 3 clusters Score -1.650773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83124 members 
Mstep: Class 2 contains 80764 members 
Entering Unmasked Estep 
Score: -16507726.000000 Penalty: 3902.255127
	Iteration 65Q: 3 clusters Score -1.650773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83126 members 
Mstep: Class 2 contains 80762 members 
Entering Unmasked Estep 
Score: -16507719.000000 Penalty: 3902.255127
	Iteration 66Q: 3 clusters Score -1.650772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83129 members 
Mstep: Class 2 contains 80759 members 
Entering Unmasked Estep 
Score: -16507723.000000 Penalty: 3902.255127
	Iteration 67Q: 3 clusters Score -1.650772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -16507713.000000 Penalty: 3902.255127
	Iteration 68Q: 3 clusters Score -1.650771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83134 members 
Mstep: Class 2 contains 80754 members 
Entering Unmasked Estep 
Score: -16507713.000000 Penalty: 3902.255127
	Iteration 69Q: 3 clusters Score -1.650771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83134 members 
Mstep: Class 2 contains 80754 members 
Entering Unmasked Estep 
Score: -16507713.000000 Penalty: 3902.255127
	Iteration 70F: 3 clusters Score -1.650771e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (200142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200142 members 
Entering Unmasked Estep 
Score: -20463616.000000 Penalty: 1983.602173
	Iteration 0F: 2 clusters Score -2.046362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100003 members 
Mstep: Class 2 contains 100139 members 
Entering Unmasked Estep 
Score: -20346520.000000 Penalty: 3967.204346
	Iteration 0F: 3 clusters Score -2.034652e+07 nChanged 96513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95892 members 
Mstep: Class 2 contains 104250 members 
Entering Unmasked Estep 
Score: -20403478.000000 Penalty: 3967.204346
	Iteration 1F: 3 clusters Score -2.040348e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92933 members 
Mstep: Class 2 contains 107209 members 
Entering Unmasked Estep 
Score: -20404986.000000 Penalty: 3967.204346
	Iteration 2Q: 3 clusters Score -2.040499e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88569 members 
Mstep: Class 2 contains 111573 members 
Entering Unmasked Estep 
Score: -20407270.000000 Penalty: 3967.204346
	Iteration 3Q: 3 clusters Score -2.040727e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 117750 members 
Entering Unmasked Estep 
Score: -20410834.000000 Penalty: 3967.204346
	Iteration 4Q: 3 clusters Score -2.041083e+07 nChanged 11107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74013 members 
Mstep: Class 2 contains 126129 members 
Entering Unmasked Estep 
Score: -20415798.000000 Penalty: 3967.204346
	Iteration 5F: 3 clusters Score -2.04158e+07 nChanged 12675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 136546 members 
Entering Unmasked Estep 
Score: -20422880.000000 Penalty: 3967.204346
	Iteration 6F: 3 clusters Score -2.042288e+07 nChanged 13587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 148553 members 
Entering Unmasked Estep 
Score: -20431662.000000 Penalty: 3967.204346
	Iteration 7F: 3 clusters Score -2.043166e+07 nChanged 14064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 161781 members 
Entering Unmasked Estep 
Score: -20440980.000000 Penalty: 3967.204346
	Iteration 8F: 3 clusters Score -2.044098e+07 nChanged 13048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 174555 members 
Entering Unmasked Estep 
Score: -20448536.000000 Penalty: 3967.204346
	Iteration 9F: 3 clusters Score -2.044854e+07 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 185004 members 
Entering Unmasked Estep 
Score: -20454348.000000 Penalty: 3967.204346
	Iteration 10F: 3 clusters Score -2.045435e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 192027 members 
Entering Unmasked Estep 
Score: -20457982.000000 Penalty: 3967.204346
	Iteration 11Q: 3 clusters Score -2.045798e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 195960 members 
Entering Unmasked Estep 
Score: -20459768.000000 Penalty: 3967.204346
	Iteration 12Q: 3 clusters Score -2.045977e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 197983 members 
Entering Unmasked Estep 
Score: -20460832.000000 Penalty: 3967.204346
	Iteration 13Q: 3 clusters Score -2.046083e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 198908 members 
Entering Unmasked Estep 
Score: -20461290.000000 Penalty: 3967.204346
	Iteration 14Q: 3 clusters Score -2.046129e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 199350 members 
Entering Unmasked Estep 
Score: -20461606.000000 Penalty: 3967.204346
	Iteration 15Q: 3 clusters Score -2.046161e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 199572 members 
Entering Unmasked Estep 
Score: -20461806.000000 Penalty: 3967.204346
	Iteration 16Q: 3 clusters Score -2.046181e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 199674 members 
Entering Unmasked Estep 
Score: -20461936.000000 Penalty: 3967.204346
	Iteration 17Q: 3 clusters Score -2.046194e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 199732 members 
Entering Unmasked Estep 
Score: -20461950.000000 Penalty: 3967.204346
	Iteration 18Q: 3 clusters Score -2.046195e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 199775 members 
Entering Unmasked Estep 
Score: -20461968.000000 Penalty: 3967.204346
	Iteration 19Q: 3 clusters Score -2.046197e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 199796 members 
Entering Unmasked Estep 
Score: -20461972.000000 Penalty: 3967.204346
	Iteration 20F: 3 clusters Score -2.046197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 199800 members 
Entering Unmasked Estep 
Score: -20461980.000000 Penalty: 3967.204346
	Iteration 21Q: 3 clusters Score -2.046198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 199809 members 
Entering Unmasked Estep 
Score: -20462000.000000 Penalty: 3967.204346
	Iteration 22Q: 3 clusters Score -2.0462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 199816 members 
Entering Unmasked Estep 
Score: -20461994.000000 Penalty: 3967.204346
	Iteration 23Q: 3 clusters Score -2.046199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 199817 members 
Entering Unmasked Estep 
Score: -20462000.000000 Penalty: 3967.204346
	Iteration 24Q: 3 clusters Score -2.0462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 199822 members 
Entering Unmasked Estep 
Score: -20461996.000000 Penalty: 3967.204346
	Iteration 25Q: 3 clusters Score -2.0462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 199825 members 
Entering Unmasked Estep 
Score: -20461990.000000 Penalty: 3967.204346
	Iteration 26Q: 3 clusters Score -2.046199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 199819 members 
Entering Unmasked Estep 
Score: -20462008.000000 Penalty: 3967.204346
	Iteration 27Q: 3 clusters Score -2.046201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 199815 members 
Entering Unmasked Estep 
Score: -20462012.000000 Penalty: 3967.204346
	Iteration 28Q: 3 clusters Score -2.046201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 199813 members 
Entering Unmasked Estep 
Score: -20462012.000000 Penalty: 3967.204346
	Iteration 29Q: 3 clusters Score -2.046201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 199811 members 
Entering Unmasked Estep 
Score: -20462012.000000 Penalty: 3967.204346
	Iteration 30Q: 3 clusters Score -2.046201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 199810 members 
Entering Unmasked Estep 
Score: -20462008.000000 Penalty: 3967.204346
	Iteration 31Q: 3 clusters Score -2.046201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 199810 members 
Entering Unmasked Estep 
Score: -20462008.000000 Penalty: 3967.204346
	Iteration 32F: 3 clusters Score -2.046201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67566 members 
Entering Unmasked Estep 
Score: -6858472.500000 Penalty: 1807.139771
	Iteration 0F: 2 clusters Score -6858472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -6813319.000000 Penalty: 3614.279541
	Iteration 0F: 3 clusters Score -6813319 nChanged 31973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -6832223.500000 Penalty: 3614.279541
	Iteration 1F: 3 clusters Score -6832224 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -6833371.500000 Penalty: 3614.279541
	Iteration 2Q: 3 clusters Score -6833372 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -6835159.000000 Penalty: 3614.279541
	Iteration 3F: 3 clusters Score -6835159 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -6837863.000000 Penalty: 3614.279541
	Iteration 4F: 3 clusters Score -6837863 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
Score: -6841815.500000 Penalty: 3614.279541
	Iteration 5F: 3 clusters Score -6841816 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -6846819.500000 Penalty: 3614.279541
	Iteration 6F: 3 clusters Score -6846820 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 59337 members 
Entering Unmasked Estep 
Score: -6851021.500000 Penalty: 3614.279541
	Iteration 7F: 3 clusters Score -6851022 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 62016 members 
Entering Unmasked Estep 
Score: -6853557.000000 Penalty: 3614.279541
	Iteration 8Q: 3 clusters Score -6853557 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 63564 members 
Entering Unmasked Estep 
Score: -6855007.000000 Penalty: 3614.279541
	Iteration 9Q: 3 clusters Score -6855007 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 64400 members 
Entering Unmasked Estep 
Score: -6855764.500000 Penalty: 3614.279541
	Iteration 10Q: 3 clusters Score -6855764 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 64907 members 
Entering Unmasked Estep 
Score: -6856220.000000 Penalty: 3614.279541
	Iteration 11Q: 3 clusters Score -6856220 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 65244 members 
Entering Unmasked Estep 
Score: -6856472.500000 Penalty: 3614.279541
	Iteration 12Q: 3 clusters Score -6856472 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 65494 members 
Entering Unmasked Estep 
Score: -6856622.500000 Penalty: 3614.279541
	Iteration 13Q: 3 clusters Score -6856622 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -6856713.000000 Penalty: 3614.279541
	Iteration 14Q: 3 clusters Score -6856713 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -6856792.000000 Penalty: 3614.279541
	Iteration 15Q: 3 clusters Score -6856792 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 65953 members 
Entering Unmasked Estep 
Score: -6856838.500000 Penalty: 3614.279541
	Iteration 16Q: 3 clusters Score -6856838 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -6856911.000000 Penalty: 3614.279541
	Iteration 17Q: 3 clusters Score -6856911 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 66155 members 
Entering Unmasked Estep 
Score: -6856926.500000 Penalty: 3614.279541
	Iteration 18Q: 3 clusters Score -6856926 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 66242 members 
Entering Unmasked Estep 
Score: -6856964.000000 Penalty: 3614.279541
	Iteration 19Q: 3 clusters Score -6856964 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 66310 members 
Entering Unmasked Estep 
Score: -6856989.000000 Penalty: 3614.279541
	Iteration 20F: 3 clusters Score -6856989 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -6857000.500000 Penalty: 3614.279541
	Iteration 21Q: 3 clusters Score -6857000 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 66428 members 
Entering Unmasked Estep 
Score: -6857021.500000 Penalty: 3614.279541
	Iteration 22Q: 3 clusters Score -6857022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 66472 members 
Entering Unmasked Estep 
Score: -6857037.000000 Penalty: 3614.279541
	Iteration 23Q: 3 clusters Score -6857037 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 66521 members 
Entering Unmasked Estep 
Score: -6857043.000000 Penalty: 3614.279541
	Iteration 24Q: 3 clusters Score -6857043 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 66567 members 
Entering Unmasked Estep 
Score: -6857073.500000 Penalty: 3614.279541
	Iteration 25Q: 3 clusters Score -6857074 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 66607 members 
Entering Unmasked Estep 
Score: -6857085.500000 Penalty: 3614.279541
	Iteration 26Q: 3 clusters Score -6857086 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 66644 members 
Entering Unmasked Estep 
Score: -6857104.000000 Penalty: 3614.279541
	Iteration 27Q: 3 clusters Score -6857104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -6857112.000000 Penalty: 3614.279541
	Iteration 28Q: 3 clusters Score -6857112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 66699 members 
Entering Unmasked Estep 
Score: -6857124.500000 Penalty: 3614.279541
	Iteration 29Q: 3 clusters Score -6857124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 66721 members 
Entering Unmasked Estep 
Score: -6857150.500000 Penalty: 3614.279541
	Iteration 30Q: 3 clusters Score -6857150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 66742 members 
Entering Unmasked Estep 
Score: -6857151.000000 Penalty: 3614.279541
	Iteration 31Q: 3 clusters Score -6857151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -6857156.000000 Penalty: 3614.279541
	Iteration 32Q: 3 clusters Score -6857156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 66761 members 
Entering Unmasked Estep 
Score: -6857156.000000 Penalty: 3614.279541
	Iteration 33Q: 3 clusters Score -6857156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 66766 members 
Entering Unmasked Estep 
Score: -6857160.500000 Penalty: 3614.279541
	Iteration 34Q: 3 clusters Score -6857160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 66770 members 
Entering Unmasked Estep 
Score: -6857161.500000 Penalty: 3614.279541
	Iteration 35Q: 3 clusters Score -6857162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 66773 members 
Entering Unmasked Estep 
Score: -6857158.500000 Penalty: 3614.279541
	Iteration 36Q: 3 clusters Score -6857158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 66776 members 
Entering Unmasked Estep 
Score: -6857160.500000 Penalty: 3614.279541
	Iteration 37Q: 3 clusters Score -6857160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 66783 members 
Entering Unmasked Estep 
Score: -6857162.500000 Penalty: 3614.279541
	Iteration 38Q: 3 clusters Score -6857162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -6857170.500000 Penalty: 3614.279541
	Iteration 39Q: 3 clusters Score -6857170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 66792 members 
Entering Unmasked Estep 
Score: -6857170.000000 Penalty: 3614.279541
	Iteration 40F: 3 clusters Score -6857170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 66797 members 
Entering Unmasked Estep 
Score: -6857172.000000 Penalty: 3614.279541
	Iteration 41Q: 3 clusters Score -6857172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 66800 members 
Entering Unmasked Estep 
Score: -6857174.000000 Penalty: 3614.279541
	Iteration 42Q: 3 clusters Score -6857174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 66805 members 
Entering Unmasked Estep 
Score: -6857179.000000 Penalty: 3614.279541
	Iteration 43Q: 3 clusters Score -6857179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -6857181.000000 Penalty: 3614.279541
	Iteration 44Q: 3 clusters Score -6857181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 66808 members 
Entering Unmasked Estep 
Score: -6857178.500000 Penalty: 3614.279541
	Iteration 45Q: 3 clusters Score -6857178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -6857173.500000 Penalty: 3614.279541
	Iteration 46Q: 3 clusters Score -6857174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -6857175.000000 Penalty: 3614.279541
	Iteration 47Q: 3 clusters Score -6857175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -6857176.000000 Penalty: 3614.279541
	Iteration 48Q: 3 clusters Score -6857176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 66812 members 
Entering Unmasked Estep 
Score: -6857181.000000 Penalty: 3614.279541
	Iteration 49Q: 3 clusters Score -6857181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 66816 members 
Entering Unmasked Estep 
Score: -6857178.500000 Penalty: 3614.279541
	Iteration 50Q: 3 clusters Score -6857178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 66822 members 
Entering Unmasked Estep 
Score: -6857181.000000 Penalty: 3614.279541
	Iteration 51Q: 3 clusters Score -6857181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 66822 members 
Entering Unmasked Estep 
Score: -6857187.000000 Penalty: 3614.279541
	Iteration 52Q: 3 clusters Score -6857187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 66823 members 
Entering Unmasked Estep 
Score: -6857185.500000 Penalty: 3614.279541
	Iteration 53Q: 3 clusters Score -6857186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -6857181.500000 Penalty: 3614.279541
	Iteration 54Q: 3 clusters Score -6857182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 66828 members 
Entering Unmasked Estep 
Score: -6857179.500000 Penalty: 3614.279541
	Iteration 55Q: 3 clusters Score -6857180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 66832 members 
Entering Unmasked Estep 
Score: -6857181.000000 Penalty: 3614.279541
	Iteration 56Q: 3 clusters Score -6857181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 66834 members 
Entering Unmasked Estep 
Score: -6857186.000000 Penalty: 3614.279541
	Iteration 57Q: 3 clusters Score -6857186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 66841 members 
Entering Unmasked Estep 
Score: -6857186.500000 Penalty: 3614.279541
	Iteration 58Q: 3 clusters Score -6857186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 66846 members 
Entering Unmasked Estep 
Score: -6857194.000000 Penalty: 3614.279541
	Iteration 59Q: 3 clusters Score -6857194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -6857196.500000 Penalty: 3614.279541
	Iteration 60F: 3 clusters Score -6857196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 66853 members 
Entering Unmasked Estep 
Score: -6857193.500000 Penalty: 3614.279541
	Iteration 61Q: 3 clusters Score -6857194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 66858 members 
Entering Unmasked Estep 
Score: -6857190.000000 Penalty: 3614.279541
	Iteration 62Q: 3 clusters Score -6857190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 66861 members 
Entering Unmasked Estep 
Score: -6857192.500000 Penalty: 3614.279541
	Iteration 63Q: 3 clusters Score -6857192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 66863 members 
Entering Unmasked Estep 
Score: -6857194.000000 Penalty: 3614.279541
	Iteration 64Q: 3 clusters Score -6857194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 66865 members 
Entering Unmasked Estep 
Score: -6857191.500000 Penalty: 3614.279541
	Iteration 65Q: 3 clusters Score -6857192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 66867 members 
Entering Unmasked Estep 
Score: -6857194.500000 Penalty: 3614.279541
	Iteration 66Q: 3 clusters Score -6857194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 66870 members 
Entering Unmasked Estep 
Score: -6857187.500000 Penalty: 3614.279541
	Iteration 67Q: 3 clusters Score -6857188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
Score: -6857191.000000 Penalty: 3614.279541
	Iteration 68Q: 3 clusters Score -6857191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 66868 members 
Entering Unmasked Estep 
Score: -6857191.000000 Penalty: 3614.279541
	Iteration 69Q: 3 clusters Score -6857191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
Score: -6857190.500000 Penalty: 3614.279541
	Iteration 70Q: 3 clusters Score -6857190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 66870 members 
Entering Unmasked Estep 
Score: -6857191.000000 Penalty: 3614.279541
	Iteration 71Q: 3 clusters Score -6857191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 66870 members 
Entering Unmasked Estep 
Score: -6857191.000000 Penalty: 3614.279541
	Iteration 72F: 3 clusters Score -6857191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Entering Unmasked Estep 
Score: -843823.000000 Penalty: 1463.557739
	Iteration 0F: 2 clusters Score -843823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -837849.812500 Penalty: 2927.115479
	Iteration 0F: 3 clusters Score -837849.8 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -839645.437500 Penalty: 2927.115479
	Iteration 1F: 3 clusters Score -839645.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -839816.187500 Penalty: 2927.115479
	Iteration 2F: 3 clusters Score -839816.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -839941.250000 Penalty: 2927.115479
	Iteration 3Q: 3 clusters Score -839941.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -840030.812500 Penalty: 2927.115479
	Iteration 4Q: 3 clusters Score -840030.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -840102.312500 Penalty: 2927.115479
	Iteration 5Q: 3 clusters Score -840102.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -840158.750000 Penalty: 2927.115479
	Iteration 6Q: 3 clusters Score -840158.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -840211.437500 Penalty: 2927.115479
	Iteration 7Q: 3 clusters Score -840211.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -840274.812500 Penalty: 2927.115479
	Iteration 8Q: 3 clusters Score -840274.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -840346.187500 Penalty: 2927.115479
	Iteration 9Q: 3 clusters Score -840346.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -840419.062500 Penalty: 2927.115479
	Iteration 10Q: 3 clusters Score -840419.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -840497.062500 Penalty: 2927.115479
	Iteration 11Q: 3 clusters Score -840497.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -840580.500000 Penalty: 2927.115479
	Iteration 12Q: 3 clusters Score -840580.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -840652.375000 Penalty: 2927.115479
	Iteration 13Q: 3 clusters Score -840652.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -840717.812500 Penalty: 2927.115479
	Iteration 14Q: 3 clusters Score -840717.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -840782.937500 Penalty: 2927.115479
	Iteration 15Q: 3 clusters Score -840782.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -840851.187500 Penalty: 2927.115479
	Iteration 16Q: 3 clusters Score -840851.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -840920.375000 Penalty: 2927.115479
	Iteration 17Q: 3 clusters Score -840920.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -840997.000000 Penalty: 2927.115479
	Iteration 18Q: 3 clusters Score -840997 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -841096.812500 Penalty: 2927.115479
	Iteration 19Q: 3 clusters Score -841096.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -841209.312500 Penalty: 2927.115479
	Iteration 20F: 3 clusters Score -841209.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -841325.437500 Penalty: 2927.115479
	Iteration 21Q: 3 clusters Score -841325.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -841448.125000 Penalty: 2927.115479
	Iteration 22Q: 3 clusters Score -841448.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -841565.562500 Penalty: 2927.115479
	Iteration 23Q: 3 clusters Score -841565.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -841677.125000 Penalty: 2927.115479
	Iteration 24Q: 3 clusters Score -841677.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -841781.062500 Penalty: 2927.115479
	Iteration 25Q: 3 clusters Score -841781.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -841866.562500 Penalty: 2927.115479
	Iteration 26Q: 3 clusters Score -841866.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -841942.000000 Penalty: 2927.115479
	Iteration 27Q: 3 clusters Score -841942 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -841998.000000 Penalty: 2927.115479
	Iteration 28Q: 3 clusters Score -841998 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -842053.187500 Penalty: 2927.115479
	Iteration 29Q: 3 clusters Score -842053.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -842108.750000 Penalty: 2927.115479
	Iteration 30Q: 3 clusters Score -842108.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -842151.312500 Penalty: 2927.115479
	Iteration 31Q: 3 clusters Score -842151.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -842186.125000 Penalty: 2927.115479
	Iteration 32Q: 3 clusters Score -842186.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -842219.750000 Penalty: 2927.115479
	Iteration 33Q: 3 clusters Score -842219.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -842244.312500 Penalty: 2927.115479
	Iteration 34Q: 3 clusters Score -842244.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -842268.875000 Penalty: 2927.115479
	Iteration 35Q: 3 clusters Score -842268.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -842286.125000 Penalty: 2927.115479
	Iteration 36Q: 3 clusters Score -842286.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -842303.375000 Penalty: 2927.115479
	Iteration 37Q: 3 clusters Score -842303.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -842316.625000 Penalty: 2927.115479
	Iteration 38Q: 3 clusters Score -842316.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -842333.875000 Penalty: 2927.115479
	Iteration 39Q: 3 clusters Score -842333.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -842342.000000 Penalty: 2927.115479
	Iteration 40F: 3 clusters Score -842342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -842353.187500 Penalty: 2927.115479
	Iteration 41Q: 3 clusters Score -842353.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -842359.625000 Penalty: 2927.115479
	Iteration 42Q: 3 clusters Score -842359.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -842367.937500 Penalty: 2927.115479
	Iteration 43Q: 3 clusters Score -842367.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -842377.000000 Penalty: 2927.115479
	Iteration 44Q: 3 clusters Score -842377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -842384.062500 Penalty: 2927.115479
	Iteration 45Q: 3 clusters Score -842384.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -842388.687500 Penalty: 2927.115479
	Iteration 46Q: 3 clusters Score -842388.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -842395.500000 Penalty: 2927.115479
	Iteration 47Q: 3 clusters Score -842395.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -842398.000000 Penalty: 2927.115479
	Iteration 48Q: 3 clusters Score -842398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -842403.750000 Penalty: 2927.115479
	Iteration 49Q: 3 clusters Score -842403.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -842408.000000 Penalty: 2927.115479
	Iteration 50Q: 3 clusters Score -842408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -842411.500000 Penalty: 2927.115479
	Iteration 51Q: 3 clusters Score -842411.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -842416.437500 Penalty: 2927.115479
	Iteration 52Q: 3 clusters Score -842416.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -842422.875000 Penalty: 2927.115479
	Iteration 53Q: 3 clusters Score -842422.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -842430.500000 Penalty: 2927.115479
	Iteration 54Q: 3 clusters Score -842430.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -842434.875000 Penalty: 2927.115479
	Iteration 55Q: 3 clusters Score -842434.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -842438.812500 Penalty: 2927.115479
	Iteration 56Q: 3 clusters Score -842438.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -842443.000000 Penalty: 2927.115479
	Iteration 57Q: 3 clusters Score -842443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -842447.125000 Penalty: 2927.115479
	Iteration 58Q: 3 clusters Score -842447.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -842449.187500 Penalty: 2927.115479
	Iteration 59Q: 3 clusters Score -842449.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -842453.750000 Penalty: 2927.115479
	Iteration 60F: 3 clusters Score -842453.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -842457.500000 Penalty: 2927.115479
	Iteration 61Q: 3 clusters Score -842457.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -842457.250000 Penalty: 2927.115479
	Iteration 62Q: 3 clusters Score -842457.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -842459.250000 Penalty: 2927.115479
	Iteration 63Q: 3 clusters Score -842459.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -842460.875000 Penalty: 2927.115479
	Iteration 64Q: 3 clusters Score -842460.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -842463.375000 Penalty: 2927.115479
	Iteration 65Q: 3 clusters Score -842463.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -842464.812500 Penalty: 2927.115479
	Iteration 66Q: 3 clusters Score -842464.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -842469.937500 Penalty: 2927.115479
	Iteration 67Q: 3 clusters Score -842469.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -842472.937500 Penalty: 2927.115479
	Iteration 68Q: 3 clusters Score -842472.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -842477.750000 Penalty: 2927.115479
	Iteration 69Q: 3 clusters Score -842477.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -842478.250000 Penalty: 2927.115479
	Iteration 70Q: 3 clusters Score -842478.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -842482.812500 Penalty: 2927.115479
	Iteration 71Q: 3 clusters Score -842482.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -842490.375000 Penalty: 2927.115479
	Iteration 72Q: 3 clusters Score -842490.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -842495.562500 Penalty: 2927.115479
	Iteration 73Q: 3 clusters Score -842495.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -842501.875000 Penalty: 2927.115479
	Iteration 74Q: 3 clusters Score -842501.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -842505.937500 Penalty: 2927.115479
	Iteration 75Q: 3 clusters Score -842505.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -842506.375000 Penalty: 2927.115479
	Iteration 76Q: 3 clusters Score -842506.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -842511.437500 Penalty: 2927.115479
	Iteration 77Q: 3 clusters Score -842511.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -842514.437500 Penalty: 2927.115479
	Iteration 78Q: 3 clusters Score -842514.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -842517.812500 Penalty: 2927.115479
	Iteration 79Q: 3 clusters Score -842517.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -842519.812500 Penalty: 2927.115479
	Iteration 80F: 3 clusters Score -842519.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -842524.125000 Penalty: 2927.115479
	Iteration 81Q: 3 clusters Score -842524.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -842526.187500 Penalty: 2927.115479
	Iteration 82Q: 3 clusters Score -842526.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -842530.687500 Penalty: 2927.115479
	Iteration 83Q: 3 clusters Score -842530.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -842532.437500 Penalty: 2927.115479
	Iteration 84Q: 3 clusters Score -842532.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -842534.625000 Penalty: 2927.115479
	Iteration 85Q: 3 clusters Score -842534.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -842537.875000 Penalty: 2927.115479
	Iteration 86Q: 3 clusters Score -842537.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -842540.437500 Penalty: 2927.115479
	Iteration 87Q: 3 clusters Score -842540.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -842543.125000 Penalty: 2927.115479
	Iteration 88Q: 3 clusters Score -842543.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -842543.000000 Penalty: 2927.115479
	Iteration 89Q: 3 clusters Score -842543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -842544.937500 Penalty: 2927.115479
	Iteration 90Q: 3 clusters Score -842544.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -842547.250000 Penalty: 2927.115479
	Iteration 91Q: 3 clusters Score -842547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -842547.062500 Penalty: 2927.115479
	Iteration 92Q: 3 clusters Score -842547.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -842547.062500 Penalty: 2927.115479
	Iteration 93F: 3 clusters Score -842547.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Entering Unmasked Estep 
Score: -260940.484375 Penalty: 1298.303589
	Iteration 0F: 2 clusters Score -260940.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -258290.328125 Penalty: 2596.607178
	Iteration 0F: 3 clusters Score -258290.3 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -259112.437500 Penalty: 2596.607178
	Iteration 1F: 3 clusters Score -259112.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -259291.468750 Penalty: 2596.607178
	Iteration 2F: 3 clusters Score -259291.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -259385.890625 Penalty: 2596.607178
	Iteration 3F: 3 clusters Score -259385.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -259464.562500 Penalty: 2596.607178
	Iteration 4Q: 3 clusters Score -259464.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -259531.109375 Penalty: 2596.607178
	Iteration 5Q: 3 clusters Score -259531.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -259582.656250 Penalty: 2596.607178
	Iteration 6Q: 3 clusters Score -259582.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -259624.562500 Penalty: 2596.607178
	Iteration 7Q: 3 clusters Score -259624.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -259647.062500 Penalty: 2596.607178
	Iteration 8Q: 3 clusters Score -259647.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -259666.718750 Penalty: 2596.607178
	Iteration 9Q: 3 clusters Score -259666.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -259703.656250 Penalty: 2596.607178
	Iteration 10Q: 3 clusters Score -259703.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -259753.109375 Penalty: 2596.607178
	Iteration 11Q: 3 clusters Score -259753.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -259781.265625 Penalty: 2596.607178
	Iteration 12Q: 3 clusters Score -259781.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -259797.828125 Penalty: 2596.607178
	Iteration 13Q: 3 clusters Score -259797.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -259806.562500 Penalty: 2596.607178
	Iteration 14Q: 3 clusters Score -259806.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -259813.343750 Penalty: 2596.607178
	Iteration 15Q: 3 clusters Score -259813.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -259820.328125 Penalty: 2596.607178
	Iteration 16Q: 3 clusters Score -259820.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -259823.656250 Penalty: 2596.607178
	Iteration 17Q: 3 clusters Score -259823.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -259824.734375 Penalty: 2596.607178
	Iteration 18Q: 3 clusters Score -259824.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -259825.546875 Penalty: 2596.607178
	Iteration 19Q: 3 clusters Score -259825.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -259826.468750 Penalty: 2596.607178
	Iteration 20F: 3 clusters Score -259826.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -259828.765625 Penalty: 2596.607178
	Iteration 21Q: 3 clusters Score -259828.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -259829.812500 Penalty: 2596.607178
	Iteration 22Q: 3 clusters Score -259829.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -259832.906250 Penalty: 2596.607178
	Iteration 23Q: 3 clusters Score -259832.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -259834.437500 Penalty: 2596.607178
	Iteration 24Q: 3 clusters Score -259834.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -259835.734375 Penalty: 2596.607178
	Iteration 25Q: 3 clusters Score -259835.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -259837.093750 Penalty: 2596.607178
	Iteration 26Q: 3 clusters Score -259837.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -259839.562500 Penalty: 2596.607178
	Iteration 27Q: 3 clusters Score -259839.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -259841.453125 Penalty: 2596.607178
	Iteration 28Q: 3 clusters Score -259841.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -259845.031250 Penalty: 2596.607178
	Iteration 29Q: 3 clusters Score -259845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -259846.406250 Penalty: 2596.607178
	Iteration 30Q: 3 clusters Score -259846.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -259846.859375 Penalty: 2596.607178
	Iteration 31Q: 3 clusters Score -259846.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -259847.078125 Penalty: 2596.607178
	Iteration 32Q: 3 clusters Score -259847.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -259847.078125 Penalty: 2596.607178
	Iteration 33F: 3 clusters Score -259847.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62149 members 
Entering Unmasked Estep 
Score: -6317689.500000 Penalty: 1793.559570
	Iteration 0F: 2 clusters Score -6317690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -6276282.500000 Penalty: 3587.119141
	Iteration 0F: 3 clusters Score -6276282 nChanged 29318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -6293228.500000 Penalty: 3587.119141
	Iteration 1F: 3 clusters Score -6293228 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -6294088.500000 Penalty: 3587.119141
	Iteration 2Q: 3 clusters Score -6294088 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -6295212.000000 Penalty: 3587.119141
	Iteration 3Q: 3 clusters Score -6295212 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -6296875.500000 Penalty: 3587.119141
	Iteration 4F: 3 clusters Score -6296876 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -6299224.000000 Penalty: 3587.119141
	Iteration 5F: 3 clusters Score -6299224 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -6302351.500000 Penalty: 3587.119141
	Iteration 6F: 3 clusters Score -6302352 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -6305821.500000 Penalty: 3587.119141
	Iteration 7F: 3 clusters Score -6305822 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -6308706.500000 Penalty: 3587.119141
	Iteration 8F: 3 clusters Score -6308706 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -6310344.500000 Penalty: 3587.119141
	Iteration 9Q: 3 clusters Score -6310344 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -6311149.000000 Penalty: 3587.119141
	Iteration 10Q: 3 clusters Score -6311149 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -6311660.500000 Penalty: 3587.119141
	Iteration 11Q: 3 clusters Score -6311660 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -6312205.000000 Penalty: 3587.119141
	Iteration 12Q: 3 clusters Score -6312205 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -6312711.500000 Penalty: 3587.119141
	Iteration 13Q: 3 clusters Score -6312712 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -6313174.500000 Penalty: 3587.119141
	Iteration 14Q: 3 clusters Score -6313174 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -6313645.000000 Penalty: 3587.119141
	Iteration 15Q: 3 clusters Score -6313645 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -6314003.000000 Penalty: 3587.119141
	Iteration 16Q: 3 clusters Score -6314003 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -6314365.000000 Penalty: 3587.119141
	Iteration 17Q: 3 clusters Score -6314365 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -6314604.500000 Penalty: 3587.119141
	Iteration 18Q: 3 clusters Score -6314604 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -6314827.500000 Penalty: 3587.119141
	Iteration 19Q: 3 clusters Score -6314828 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54235 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -6315060.500000 Penalty: 3587.119141
	Iteration 20F: 3 clusters Score -6315060 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -6315255.000000 Penalty: 3587.119141
	Iteration 21Q: 3 clusters Score -6315255 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -6315405.500000 Penalty: 3587.119141
	Iteration 22Q: 3 clusters Score -6315406 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -6315549.000000 Penalty: 3587.119141
	Iteration 23Q: 3 clusters Score -6315549 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -6315692.000000 Penalty: 3587.119141
	Iteration 24Q: 3 clusters Score -6315692 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56716 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -6315845.500000 Penalty: 3587.119141
	Iteration 25Q: 3 clusters Score -6315846 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57104 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -6315917.500000 Penalty: 3587.119141
	Iteration 26Q: 3 clusters Score -6315918 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -6316006.000000 Penalty: 3587.119141
	Iteration 27Q: 3 clusters Score -6316006 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57799 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -6316095.500000 Penalty: 3587.119141
	Iteration 28Q: 3 clusters Score -6316096 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -6316207.000000 Penalty: 3587.119141
	Iteration 29Q: 3 clusters Score -6316207 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -6316282.000000 Penalty: 3587.119141
	Iteration 30Q: 3 clusters Score -6316282 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -6316365.500000 Penalty: 3587.119141
	Iteration 31Q: 3 clusters Score -6316366 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -6316399.500000 Penalty: 3587.119141
	Iteration 32Q: 3 clusters Score -6316400 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -6316429.000000 Penalty: 3587.119141
	Iteration 33Q: 3 clusters Score -6316429 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -6316468.500000 Penalty: 3587.119141
	Iteration 34Q: 3 clusters Score -6316468 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -6316510.000000 Penalty: 3587.119141
	Iteration 35Q: 3 clusters Score -6316510 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -6316544.500000 Penalty: 3587.119141
	Iteration 36Q: 3 clusters Score -6316544 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59577 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -6316591.000000 Penalty: 3587.119141
	Iteration 37Q: 3 clusters Score -6316591 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59699 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6316604.500000 Penalty: 3587.119141
	Iteration 38Q: 3 clusters Score -6316604 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -6316658.500000 Penalty: 3587.119141
	Iteration 39Q: 3 clusters Score -6316658 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59918 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -6316691.500000 Penalty: 3587.119141
	Iteration 40F: 3 clusters Score -6316692 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -6316732.500000 Penalty: 3587.119141
	Iteration 41Q: 3 clusters Score -6316732 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60069 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6316735.000000 Penalty: 3587.119141
	Iteration 42Q: 3 clusters Score -6316735 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6316744.000000 Penalty: 3587.119141
	Iteration 43Q: 3 clusters Score -6316744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60177 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6316756.500000 Penalty: 3587.119141
	Iteration 44Q: 3 clusters Score -6316756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60216 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6316775.500000 Penalty: 3587.119141
	Iteration 45Q: 3 clusters Score -6316776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6316789.000000 Penalty: 3587.119141
	Iteration 46Q: 3 clusters Score -6316789 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6316802.000000 Penalty: 3587.119141
	Iteration 47Q: 3 clusters Score -6316802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60319 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6316795.000000 Penalty: 3587.119141
	Iteration 48Q: 3 clusters Score -6316795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60349 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6316795.500000 Penalty: 3587.119141
	Iteration 49Q: 3 clusters Score -6316796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60372 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6316802.500000 Penalty: 3587.119141
	Iteration 50Q: 3 clusters Score -6316802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -6316809.500000 Penalty: 3587.119141
	Iteration 51Q: 3 clusters Score -6316810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60403 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6316813.000000 Penalty: 3587.119141
	Iteration 52Q: 3 clusters Score -6316813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6316824.000000 Penalty: 3587.119141
	Iteration 53Q: 3 clusters Score -6316824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60424 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6316824.500000 Penalty: 3587.119141
	Iteration 54Q: 3 clusters Score -6316824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60433 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -6316822.000000 Penalty: 3587.119141
	Iteration 55Q: 3 clusters Score -6316822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60445 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6316825.000000 Penalty: 3587.119141
	Iteration 56Q: 3 clusters Score -6316825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6316825.000000 Penalty: 3587.119141
	Iteration 57Q: 3 clusters Score -6316825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60461 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6316816.500000 Penalty: 3587.119141
	Iteration 58Q: 3 clusters Score -6316816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -6316819.000000 Penalty: 3587.119141
	Iteration 59Q: 3 clusters Score -6316819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -6316815.000000 Penalty: 3587.119141
	Iteration 60F: 3 clusters Score -6316815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60475 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -6316815.000000 Penalty: 3587.119141
	Iteration 61Q: 3 clusters Score -6316815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60477 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6316819.000000 Penalty: 3587.119141
	Iteration 62Q: 3 clusters Score -6316819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60477 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6316818.000000 Penalty: 3587.119141
	Iteration 63Q: 3 clusters Score -6316818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60480 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6316812.500000 Penalty: 3587.119141
	Iteration 64Q: 3 clusters Score -6316812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60481 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6316813.500000 Penalty: 3587.119141
	Iteration 65Q: 3 clusters Score -6316814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60481 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6316813.500000 Penalty: 3587.119141
	Iteration 66F: 3 clusters Score -6316814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (224461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224461 members 
Entering Unmasked Estep 
Score: -22946416.000000 Penalty: 2002.236694
	Iteration 0F: 2 clusters Score -2.294642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112927 members 
Mstep: Class 2 contains 111534 members 
Entering Unmasked Estep 
Score: -22834120.000000 Penalty: 4004.473389
	Iteration 0F: 3 clusters Score -2.283412e+07 nChanged 108768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127189 members 
Mstep: Class 2 contains 97272 members 
Entering Unmasked Estep 
Score: -22900186.000000 Penalty: 4004.473389
	Iteration 1F: 3 clusters Score -2.290019e+07 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136499 members 
Mstep: Class 2 contains 87962 members 
Entering Unmasked Estep 
Score: -22904164.000000 Penalty: 4004.473389
	Iteration 2Q: 3 clusters Score -2.290416e+07 nChanged 14120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150253 members 
Mstep: Class 2 contains 74208 members 
Entering Unmasked Estep 
Score: -22911130.000000 Penalty: 4004.473389
	Iteration 3F: 3 clusters Score -2.291113e+07 nChanged 18209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168174 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -22919918.000000 Penalty: 4004.473389
	Iteration 4F: 3 clusters Score -2.291992e+07 nChanged 18423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186343 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -22926294.000000 Penalty: 4004.473389
	Iteration 5F: 3 clusters Score -2.292629e+07 nChanged 13481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199572 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -22931092.000000 Penalty: 4004.473389
	Iteration 6F: 3 clusters Score -2.293109e+07 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207884 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -22935136.000000 Penalty: 4004.473389
	Iteration 7Q: 3 clusters Score -2.293514e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212758 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -22937776.000000 Penalty: 4004.473389
	Iteration 8Q: 3 clusters Score -2.293778e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215658 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -22939994.000000 Penalty: 4004.473389
	Iteration 9Q: 3 clusters Score -2.293999e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217574 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -22941112.000000 Penalty: 4004.473389
	Iteration 10Q: 3 clusters Score -2.294111e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218866 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -22941968.000000 Penalty: 4004.473389
	Iteration 11Q: 3 clusters Score -2.294197e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219850 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -22942552.000000 Penalty: 4004.473389
	Iteration 12Q: 3 clusters Score -2.294255e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220569 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -22942950.000000 Penalty: 4004.473389
	Iteration 13Q: 3 clusters Score -2.294295e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221084 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -22943246.000000 Penalty: 4004.473389
	Iteration 14Q: 3 clusters Score -2.294325e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221514 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -22943634.000000 Penalty: 4004.473389
	Iteration 15Q: 3 clusters Score -2.294363e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221861 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -22943896.000000 Penalty: 4004.473389
	Iteration 16Q: 3 clusters Score -2.29439e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222129 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -22944000.000000 Penalty: 4004.473389
	Iteration 17Q: 3 clusters Score -2.2944e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222351 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -22944216.000000 Penalty: 4004.473389
	Iteration 18Q: 3 clusters Score -2.294422e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222516 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -22944334.000000 Penalty: 4004.473389
	Iteration 19Q: 3 clusters Score -2.294433e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222670 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -22944418.000000 Penalty: 4004.473389
	Iteration 20F: 3 clusters Score -2.294442e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222778 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -22944462.000000 Penalty: 4004.473389
	Iteration 21Q: 3 clusters Score -2.294446e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222883 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -22944466.000000 Penalty: 4004.473389
	Iteration 22Q: 3 clusters Score -2.294447e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222942 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -22944498.000000 Penalty: 4004.473389
	Iteration 23Q: 3 clusters Score -2.29445e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222986 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -22944534.000000 Penalty: 4004.473389
	Iteration 24Q: 3 clusters Score -2.294453e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223039 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -22944582.000000 Penalty: 4004.473389
	Iteration 25Q: 3 clusters Score -2.294458e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223082 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -22944604.000000 Penalty: 4004.473389
	Iteration 26Q: 3 clusters Score -2.29446e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223112 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -22944606.000000 Penalty: 4004.473389
	Iteration 27Q: 3 clusters Score -2.294461e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223144 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -22944630.000000 Penalty: 4004.473389
	Iteration 28Q: 3 clusters Score -2.294463e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223173 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -22944620.000000 Penalty: 4004.473389
	Iteration 29Q: 3 clusters Score -2.294462e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223185 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -22944658.000000 Penalty: 4004.473389
	Iteration 30Q: 3 clusters Score -2.294466e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223202 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -22944654.000000 Penalty: 4004.473389
	Iteration 31Q: 3 clusters Score -2.294465e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223221 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -22944654.000000 Penalty: 4004.473389
	Iteration 32Q: 3 clusters Score -2.294465e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223231 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -22944646.000000 Penalty: 4004.473389
	Iteration 33Q: 3 clusters Score -2.294465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223236 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -22944646.000000 Penalty: 4004.473389
	Iteration 34Q: 3 clusters Score -2.294465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223239 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -22944640.000000 Penalty: 4004.473389
	Iteration 35Q: 3 clusters Score -2.294464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223245 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -22944644.000000 Penalty: 4004.473389
	Iteration 36Q: 3 clusters Score -2.294464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223253 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -22944642.000000 Penalty: 4004.473389
	Iteration 37Q: 3 clusters Score -2.294464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223263 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -22944654.000000 Penalty: 4004.473389
	Iteration 38Q: 3 clusters Score -2.294465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223270 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -22944640.000000 Penalty: 4004.473389
	Iteration 39Q: 3 clusters Score -2.294464e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223283 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -22944670.000000 Penalty: 4004.473389
	Iteration 40F: 3 clusters Score -2.294467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223290 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -22944672.000000 Penalty: 4004.473389
	Iteration 41Q: 3 clusters Score -2.294467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223291 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -22944678.000000 Penalty: 4004.473389
	Iteration 42Q: 3 clusters Score -2.294468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223297 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -22944674.000000 Penalty: 4004.473389
	Iteration 43Q: 3 clusters Score -2.294467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223300 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -22944680.000000 Penalty: 4004.473389
	Iteration 44Q: 3 clusters Score -2.294468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223304 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -22944680.000000 Penalty: 4004.473389
	Iteration 45Q: 3 clusters Score -2.294468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223305 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -22944682.000000 Penalty: 4004.473389
	Iteration 46Q: 3 clusters Score -2.294468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223306 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -22944680.000000 Penalty: 4004.473389
	Iteration 47Q: 3 clusters Score -2.294468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223308 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -22944678.000000 Penalty: 4004.473389
	Iteration 48Q: 3 clusters Score -2.294468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223309 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -22944672.000000 Penalty: 4004.473389
	Iteration 49Q: 3 clusters Score -2.294467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223308 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -22944678.000000 Penalty: 4004.473389
	Iteration 50Q: 3 clusters Score -2.294468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223308 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -22944678.000000 Penalty: 4004.473389
	Iteration 51F: 3 clusters Score -2.294468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 6530 members 
Mstep: Class 3 contains 187116 members 
Mstep: Class 4 contains 134011 members 
Mstep: Class 5 contains 35154 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 3981 members 
Mstep: Class 9 contains 153244 members 
Mstep: Class 10 contains 2938 members 
Mstep: Class 11 contains 163888 members 
Mstep: Class 12 contains 200142 members 
Mstep: Class 16 contains 67566 members 
Mstep: Class 17 contains 8156 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 62149 members 
Mstep: Class 22 contains 224461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918440.000000 Penalty: 36575.996094
Iteration 199Q: 17 clusters Score -1.279184e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 6537 members 
Mstep: Class 3 contains 187114 members 
Mstep: Class 4 contains 134032 members 
Mstep: Class 5 contains 35160 members 
Mstep: Class 7 contains 7720 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 153258 members 
Mstep: Class 10 contains 2938 members 
Mstep: Class 11 contains 163906 members 
Mstep: Class 12 contains 200102 members 
Mstep: Class 16 contains 67553 members 
Mstep: Class 17 contains 8166 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 62151 members 
Mstep: Class 22 contains 224462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918344.000000 Penalty: 36575.996094
Iteration 200F: 17 clusters Score -1.279183e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 6540 members 
Mstep: Class 3 contains 187121 members 
Mstep: Class 4 contains 134051 members 
Mstep: Class 5 contains 35168 members 
Mstep: Class 7 contains 7713 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 153272 members 
Mstep: Class 10 contains 2938 members 
Mstep: Class 11 contains 163915 members 
Mstep: Class 12 contains 200063 members 
Mstep: Class 16 contains 67543 members 
Mstep: Class 17 contains 8170 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 62152 members 
Mstep: Class 22 contains 224465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918440.000000 Penalty: 36575.996094
Iteration 201Q: 17 clusters Score -1.279184e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 6537 members 
Mstep: Class 3 contains 187104 members 
Mstep: Class 4 contains 134075 members 
Mstep: Class 5 contains 35171 members 
Mstep: Class 7 contains 7708 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 153290 members 
Mstep: Class 10 contains 2938 members 
Mstep: Class 11 contains 163966 members 
Mstep: Class 12 contains 200017 members 
Mstep: Class 16 contains 67537 members 
Mstep: Class 17 contains 8176 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 62148 members 
Mstep: Class 22 contains 224457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918240.000000 Penalty: 36575.996094
Iteration 202Q: 17 clusters Score -1.279182e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 6534 members 
Mstep: Class 3 contains 187122 members 
Mstep: Class 4 contains 134099 members 
Mstep: Class 5 contains 35165 members 
Mstep: Class 7 contains 7707 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 153320 members 
Mstep: Class 10 contains 2938 members 
Mstep: Class 11 contains 163997 members 
Mstep: Class 12 contains 199958 members 
Mstep: Class 16 contains 67526 members 
Mstep: Class 17 contains 8181 members 
Mstep: Class 20 contains 2947 members 
Mstep: Class 21 contains 62153 members 
Mstep: Class 22 contains 224434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918352.000000 Penalty: 36575.996094
Iteration 203Q: 17 clusters Score -1.279184e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 6533 members 
Mstep: Class 3 contains 187111 members 
Mstep: Class 4 contains 134125 members 
Mstep: Class 5 contains 35169 members 
Mstep: Class 7 contains 7699 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 153340 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 164041 members 
Mstep: Class 12 contains 199918 members 
Mstep: Class 16 contains 67515 members 
Mstep: Class 17 contains 8186 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 62157 members 
Mstep: Class 22 contains 224420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918400.000000 Penalty: 36575.996094
Iteration 204Q: 17 clusters Score -1.279184e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 6535 members 
Mstep: Class 3 contains 187110 members 
Mstep: Class 4 contains 134161 members 
Mstep: Class 5 contains 35169 members 
Mstep: Class 7 contains 7692 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 153341 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 164068 members 
Mstep: Class 12 contains 199900 members 
Mstep: Class 16 contains 67509 members 
Mstep: Class 17 contains 8190 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 62158 members 
Mstep: Class 22 contains 224400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918368.000000 Penalty: 36575.996094
Iteration 205Q: 17 clusters Score -1.279184e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 6543 members 
Mstep: Class 3 contains 187106 members 
Mstep: Class 4 contains 134194 members 
Mstep: Class 5 contains 35173 members 
Mstep: Class 7 contains 7687 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 153347 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 164084 members 
Mstep: Class 12 contains 199879 members 
Mstep: Class 16 contains 67509 members 
Mstep: Class 17 contains 8194 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 62157 members 
Mstep: Class 22 contains 224375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918368.000000 Penalty: 36575.996094
Iteration 206Q: 17 clusters Score -1.279184e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 187081 members 
Mstep: Class 4 contains 134220 members 
Mstep: Class 5 contains 35176 members 
Mstep: Class 7 contains 7685 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 153350 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 164108 members 
Mstep: Class 12 contains 199863 members 
Mstep: Class 16 contains 67513 members 
Mstep: Class 17 contains 8197 members 
Mstep: Class 20 contains 2943 members 
Mstep: Class 21 contains 62160 members 
Mstep: Class 22 contains 224358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918520.000000 Penalty: 36575.996094
Iteration 207Q: 17 clusters Score -1.279185e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 6560 members 
Mstep: Class 3 contains 187051 members 
Mstep: Class 4 contains 134257 members 
Mstep: Class 5 contains 35180 members 
Mstep: Class 7 contains 7682 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 153356 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 164126 members 
Mstep: Class 12 contains 199838 members 
Mstep: Class 16 contains 67516 members 
Mstep: Class 17 contains 8205 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 62164 members 
Mstep: Class 22 contains 224344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918616.000000 Penalty: 36575.996094
Iteration 208Q: 17 clusters Score -1.279186e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 6568 members 
Mstep: Class 3 contains 187037 members 
Mstep: Class 4 contains 134288 members 
Mstep: Class 5 contains 35184 members 
Mstep: Class 7 contains 7675 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 153350 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 164139 members 
Mstep: Class 12 contains 199807 members 
Mstep: Class 16 contains 67516 members 
Mstep: Class 17 contains 8212 members 
Mstep: Class 20 contains 2943 members 
Mstep: Class 21 contains 62167 members 
Mstep: Class 22 contains 224344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918800.000000 Penalty: 36575.996094
Iteration 209Q: 17 clusters Score -1.279188e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 6569 members 
Mstep: Class 3 contains 187033 members 
Mstep: Class 4 contains 134314 members 
Mstep: Class 5 contains 35184 members 
Mstep: Class 7 contains 7671 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 153358 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 164152 members 
Mstep: Class 12 contains 199780 members 
Mstep: Class 16 contains 67522 members 
Mstep: Class 17 contains 8223 members 
Mstep: Class 20 contains 2945 members 
Mstep: Class 21 contains 62168 members 
Mstep: Class 22 contains 224327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918840.000000 Penalty: 36575.996094
Iteration 210Q: 17 clusters Score -1.279188e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 187060 members 
Mstep: Class 4 contains 134337 members 
Mstep: Class 5 contains 35178 members 
Mstep: Class 7 contains 7667 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 153364 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 164158 members 
Mstep: Class 12 contains 199758 members 
Mstep: Class 16 contains 67517 members 
Mstep: Class 17 contains 8232 members 
Mstep: Class 20 contains 2944 members 
Mstep: Class 21 contains 62174 members 
Mstep: Class 22 contains 224306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918848.000000 Penalty: 36575.996094
Iteration 211Q: 17 clusters Score -1.279188e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 6566 members 
Mstep: Class 3 contains 187069 members 
Mstep: Class 4 contains 134356 members 
Mstep: Class 5 contains 35177 members 
Mstep: Class 7 contains 7664 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 153376 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 164171 members 
Mstep: Class 12 contains 199742 members 
Mstep: Class 16 contains 67509 members 
Mstep: Class 17 contains 8239 members 
Mstep: Class 20 contains 2944 members 
Mstep: Class 21 contains 62177 members 
Mstep: Class 22 contains 224285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918792.000000 Penalty: 36575.996094
Iteration 212Q: 17 clusters Score -1.279188e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 6566 members 
Mstep: Class 3 contains 187074 members 
Mstep: Class 4 contains 134381 members 
Mstep: Class 5 contains 35175 members 
Mstep: Class 7 contains 7663 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 153392 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 164184 members 
Mstep: Class 12 contains 199723 members 
Mstep: Class 16 contains 67507 members 
Mstep: Class 17 contains 8246 members 
Mstep: Class 20 contains 2945 members 
Mstep: Class 21 contains 62180 members 
Mstep: Class 22 contains 224256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918888.000000 Penalty: 36575.996094
Iteration 213Q: 17 clusters Score -1.279189e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 6571 members 
Mstep: Class 3 contains 187076 members 
Mstep: Class 4 contains 134419 members 
Mstep: Class 5 contains 35171 members 
Mstep: Class 7 contains 7666 members 
Mstep: Class 8 contains 3950 members 
Mstep: Class 9 contains 153402 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 164184 members 
Mstep: Class 12 contains 199702 members 
Mstep: Class 16 contains 67506 members 
Mstep: Class 17 contains 8255 members 
Mstep: Class 20 contains 2945 members 
Mstep: Class 21 contains 62186 members 
Mstep: Class 22 contains 224225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919000.000000 Penalty: 36575.996094
Iteration 214Q: 17 clusters Score -1.27919e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 6572 members 
Mstep: Class 3 contains 187066 members 
Mstep: Class 4 contains 134447 members 
Mstep: Class 5 contains 35176 members 
Mstep: Class 7 contains 7665 members 
Mstep: Class 8 contains 3950 members 
Mstep: Class 9 contains 153411 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 164189 members 
Mstep: Class 12 contains 199683 members 
Mstep: Class 16 contains 67510 members 
Mstep: Class 17 contains 8267 members 
Mstep: Class 20 contains 2945 members 
Mstep: Class 21 contains 62185 members 
Mstep: Class 22 contains 224201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919024.000000 Penalty: 36575.996094
Iteration 215Q: 17 clusters Score -1.27919e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 187060 members 
Mstep: Class 4 contains 134469 members 
Mstep: Class 5 contains 35184 members 
Mstep: Class 7 contains 7666 members 
Mstep: Class 8 contains 3949 members 
Mstep: Class 9 contains 153417 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 164186 members 
Mstep: Class 12 contains 199680 members 
Mstep: Class 16 contains 67511 members 
Mstep: Class 17 contains 8276 members 
Mstep: Class 20 contains 2947 members 
Mstep: Class 21 contains 62182 members 
Mstep: Class 22 contains 224174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919128.000000 Penalty: 36575.996094
Iteration 216Q: 17 clusters Score -1.279191e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 6575 members 
Mstep: Class 3 contains 187045 members 
Mstep: Class 4 contains 134489 members 
Mstep: Class 5 contains 35186 members 
Mstep: Class 7 contains 7666 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 153418 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 164192 members 
Mstep: Class 12 contains 199672 members 
Mstep: Class 16 contains 67510 members 
Mstep: Class 17 contains 8285 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 62189 members 
Mstep: Class 22 contains 224162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919104.000000 Penalty: 36575.996094
Iteration 217Q: 17 clusters Score -1.279191e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 6570 members 
Mstep: Class 3 contains 187030 members 
Mstep: Class 4 contains 134505 members 
Mstep: Class 5 contains 35188 members 
Mstep: Class 7 contains 7666 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 153422 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 164214 members 
Mstep: Class 12 contains 199661 members 
Mstep: Class 16 contains 67513 members 
Mstep: Class 17 contains 8296 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 62187 members 
Mstep: Class 22 contains 224145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919240.000000 Penalty: 36575.996094
Iteration 218Q: 17 clusters Score -1.279192e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 6575 members 
Mstep: Class 3 contains 187018 members 
Mstep: Class 4 contains 134527 members 
Mstep: Class 5 contains 35191 members 
Mstep: Class 7 contains 7667 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 153436 members 
Mstep: Class 10 contains 2936 members 
Mstep: Class 11 contains 164210 members 
Mstep: Class 12 contains 199648 members 
Mstep: Class 16 contains 67514 members 
Mstep: Class 17 contains 8300 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 62183 members 
Mstep: Class 22 contains 224144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919344.000000 Penalty: 36575.996094
Iteration 219Q: 17 clusters Score -1.279193e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 6578 members 
Mstep: Class 3 contains 187007 members 
Mstep: Class 4 contains 134545 members 
Mstep: Class 5 contains 35201 members 
Mstep: Class 7 contains 7666 members 
Mstep: Class 8 contains 3943 members 
Mstep: Class 9 contains 153452 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 164221 members 
Mstep: Class 12 contains 199636 members 
Mstep: Class 16 contains 67513 members 
Mstep: Class 17 contains 8304 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 62181 members 
Mstep: Class 22 contains 224128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919440.000000 Penalty: 36575.996094
Iteration 220F: 17 clusters Score -1.279194e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 6582 members 
Mstep: Class 3 contains 187003 members 
Mstep: Class 4 contains 134569 members 
Mstep: Class 5 contains 35207 members 
Mstep: Class 7 contains 7665 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 153474 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 164212 members 
Mstep: Class 12 contains 199616 members 
Mstep: Class 16 contains 67517 members 
Mstep: Class 17 contains 8310 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 62172 members 
Mstep: Class 22 contains 224121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919440.000000 Penalty: 36575.996094
Iteration 221Q: 17 clusters Score -1.279194e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 6585 members 
Mstep: Class 3 contains 187025 members 
Mstep: Class 4 contains 134586 members 
Mstep: Class 5 contains 35208 members 
Mstep: Class 7 contains 7664 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 153487 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 164204 members 
Mstep: Class 12 contains 199599 members 
Mstep: Class 16 contains 67515 members 
Mstep: Class 17 contains 8315 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 62172 members 
Mstep: Class 22 contains 224103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919464.000000 Penalty: 36575.996094
Iteration 222Q: 17 clusters Score -1.279195e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 6596 members 
Mstep: Class 3 contains 187004 members 
Mstep: Class 4 contains 134601 members 
Mstep: Class 5 contains 35209 members 
Mstep: Class 7 contains 7659 members 
Mstep: Class 8 contains 3936 members 
Mstep: Class 9 contains 153495 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 164220 members 
Mstep: Class 12 contains 199593 members 
Mstep: Class 16 contains 67513 members 
Mstep: Class 17 contains 8320 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 62174 members 
Mstep: Class 22 contains 224103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919512.000000 Penalty: 36575.996094
Iteration 223Q: 17 clusters Score -1.279195e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 6618 members 
Mstep: Class 3 contains 186996 members 
Mstep: Class 4 contains 134609 members 
Mstep: Class 5 contains 35211 members 
Mstep: Class 7 contains 7654 members 
Mstep: Class 8 contains 3931 members 
Mstep: Class 9 contains 153505 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 164228 members 
Mstep: Class 12 contains 199578 members 
Mstep: Class 16 contains 67515 members 
Mstep: Class 17 contains 8328 members 
Mstep: Class 20 contains 2963 members 
Mstep: Class 21 contains 62173 members 
Mstep: Class 22 contains 224102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919408.000000 Penalty: 36575.996094
Iteration 224Q: 17 clusters Score -1.279194e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 6632 members 
Mstep: Class 3 contains 186991 members 
Mstep: Class 4 contains 134624 members 
Mstep: Class 5 contains 35210 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 3926 members 
Mstep: Class 9 contains 153506 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 164231 members 
Mstep: Class 12 contains 199557 members 
Mstep: Class 16 contains 67520 members 
Mstep: Class 17 contains 8334 members 
Mstep: Class 20 contains 2966 members 
Mstep: Class 21 contains 62174 members 
Mstep: Class 22 contains 224103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919416.000000 Penalty: 36575.996094
Iteration 225Q: 17 clusters Score -1.279194e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 6652 members 
Mstep: Class 3 contains 186988 members 
Mstep: Class 4 contains 134640 members 
Mstep: Class 5 contains 35209 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 153517 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 164231 members 
Mstep: Class 12 contains 199538 members 
Mstep: Class 16 contains 67520 members 
Mstep: Class 17 contains 8339 members 
Mstep: Class 20 contains 2970 members 
Mstep: Class 21 contains 62178 members 
Mstep: Class 22 contains 224092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919400.000000 Penalty: 36575.996094
Iteration 226Q: 17 clusters Score -1.279194e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 6672 members 
Mstep: Class 3 contains 186994 members 
Mstep: Class 4 contains 134658 members 
Mstep: Class 5 contains 35213 members 
Mstep: Class 7 contains 7643 members 
Mstep: Class 8 contains 3920 members 
Mstep: Class 9 contains 153530 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 164240 members 
Mstep: Class 12 contains 199511 members 
Mstep: Class 16 contains 67515 members 
Mstep: Class 17 contains 8344 members 
Mstep: Class 20 contains 2977 members 
Mstep: Class 21 contains 62175 members 
Mstep: Class 22 contains 224082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919416.000000 Penalty: 36575.996094
Iteration 227Q: 17 clusters Score -1.279194e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 6690 members 
Mstep: Class 3 contains 186992 members 
Mstep: Class 4 contains 134670 members 
Mstep: Class 5 contains 35212 members 
Mstep: Class 7 contains 7636 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 9 contains 153545 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 164271 members 
Mstep: Class 12 contains 199476 members 
Mstep: Class 16 contains 67516 members 
Mstep: Class 17 contains 8346 members 
Mstep: Class 20 contains 2976 members 
Mstep: Class 21 contains 62185 members 
Mstep: Class 22 contains 224076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919352.000000 Penalty: 36575.996094
Iteration 228Q: 17 clusters Score -1.279194e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 6699 members 
Mstep: Class 3 contains 186975 members 
Mstep: Class 4 contains 134693 members 
Mstep: Class 5 contains 35211 members 
Mstep: Class 7 contains 7631 members 
Mstep: Class 8 contains 3913 members 
Mstep: Class 9 contains 153561 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 164304 members 
Mstep: Class 12 contains 199444 members 
Mstep: Class 16 contains 67514 members 
Mstep: Class 17 contains 8351 members 
Mstep: Class 20 contains 2974 members 
Mstep: Class 21 contains 62187 members 
Mstep: Class 22 contains 224074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919296.000000 Penalty: 36575.996094
Iteration 229Q: 17 clusters Score -1.279193e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 6707 members 
Mstep: Class 3 contains 186986 members 
Mstep: Class 4 contains 134716 members 
Mstep: Class 5 contains 35213 members 
Mstep: Class 7 contains 7628 members 
Mstep: Class 8 contains 3910 members 
Mstep: Class 9 contains 153571 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 164309 members 
Mstep: Class 12 contains 199407 members 
Mstep: Class 16 contains 67511 members 
Mstep: Class 17 contains 8361 members 
Mstep: Class 20 contains 2977 members 
Mstep: Class 21 contains 62190 members 
Mstep: Class 22 contains 224065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919344.000000 Penalty: 36575.996094
Iteration 230Q: 17 clusters Score -1.279193e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 6713 members 
Mstep: Class 3 contains 186981 members 
Mstep: Class 4 contains 134731 members 
Mstep: Class 5 contains 35221 members 
Mstep: Class 7 contains 7626 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 153583 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 164318 members 
Mstep: Class 12 contains 199377 members 
Mstep: Class 16 contains 67514 members 
Mstep: Class 17 contains 8369 members 
Mstep: Class 20 contains 2976 members 
Mstep: Class 21 contains 62201 members 
Mstep: Class 22 contains 224053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919384.000000 Penalty: 36575.996094
Iteration 231Q: 17 clusters Score -1.279194e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 6717 members 
Mstep: Class 3 contains 186997 members 
Mstep: Class 4 contains 134737 members 
Mstep: Class 5 contains 35233 members 
Mstep: Class 7 contains 7622 members 
Mstep: Class 8 contains 3901 members 
Mstep: Class 9 contains 153606 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 164313 members 
Mstep: Class 12 contains 199349 members 
Mstep: Class 16 contains 67514 members 
Mstep: Class 17 contains 8380 members 
Mstep: Class 20 contains 2976 members 
Mstep: Class 21 contains 62203 members 
Mstep: Class 22 contains 224037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919256.000000 Penalty: 36575.996094
Iteration 232Q: 17 clusters Score -1.279193e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 6726 members 
Mstep: Class 3 contains 186990 members 
Mstep: Class 4 contains 134748 members 
Mstep: Class 5 contains 35240 members 
Mstep: Class 7 contains 7618 members 
Mstep: Class 8 contains 3894 members 
Mstep: Class 9 contains 153626 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 164318 members 
Mstep: Class 12 contains 199328 members 
Mstep: Class 16 contains 67518 members 
Mstep: Class 17 contains 8390 members 
Mstep: Class 20 contains 2975 members 
Mstep: Class 21 contains 62210 members 
Mstep: Class 22 contains 224013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919296.000000 Penalty: 36575.996094
Iteration 233Q: 17 clusters Score -1.279193e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 6734 members 
Mstep: Class 3 contains 187009 members 
Mstep: Class 4 contains 134762 members 
Mstep: Class 5 contains 35248 members 
Mstep: Class 7 contains 7615 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 153634 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 164297 members 
Mstep: Class 12 contains 199301 members 
Mstep: Class 16 contains 67519 members 
Mstep: Class 17 contains 8406 members 
Mstep: Class 20 contains 2975 members 
Mstep: Class 21 contains 62208 members 
Mstep: Class 22 contains 224008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919376.000000 Penalty: 36575.996094
Iteration 234Q: 17 clusters Score -1.279194e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 6747 members 
Mstep: Class 3 contains 187033 members 
Mstep: Class 4 contains 134793 members 
Mstep: Class 5 contains 35257 members 
Mstep: Class 7 contains 7615 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 153645 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 164282 members 
Mstep: Class 12 contains 199274 members 
Mstep: Class 16 contains 67520 members 
Mstep: Class 17 contains 8416 members 
Mstep: Class 20 contains 2975 members 
Mstep: Class 21 contains 62200 members 
Mstep: Class 22 contains 223974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919264.000000 Penalty: 36575.996094
Iteration 235Q: 17 clusters Score -1.279193e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 6751 members 
Mstep: Class 3 contains 187033 members 
Mstep: Class 4 contains 134818 members 
Mstep: Class 5 contains 35275 members 
Mstep: Class 7 contains 7609 members 
Mstep: Class 8 contains 3886 members 
Mstep: Class 9 contains 153653 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 164285 members 
Mstep: Class 12 contains 199240 members 
Mstep: Class 16 contains 67529 members 
Mstep: Class 17 contains 8428 members 
Mstep: Class 20 contains 2976 members 
Mstep: Class 21 contains 62194 members 
Mstep: Class 22 contains 223951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919296.000000 Penalty: 36575.996094
Iteration 236Q: 17 clusters Score -1.279193e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 6756 members 
Mstep: Class 3 contains 187019 members 
Mstep: Class 4 contains 134849 members 
Mstep: Class 5 contains 35289 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 3885 members 
Mstep: Class 9 contains 153665 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 164293 members 
Mstep: Class 12 contains 199205 members 
Mstep: Class 16 contains 67534 members 
Mstep: Class 17 contains 8440 members 
Mstep: Class 20 contains 2976 members 
Mstep: Class 21 contains 62196 members 
Mstep: Class 22 contains 223929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919344.000000 Penalty: 36575.996094
Iteration 237Q: 17 clusters Score -1.279193e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 6760 members 
Mstep: Class 3 contains 187009 members 
Mstep: Class 4 contains 134884 members 
Mstep: Class 5 contains 35298 members 
Mstep: Class 7 contains 7599 members 
Mstep: Class 8 contains 3883 members 
Mstep: Class 9 contains 153686 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 164304 members 
Mstep: Class 12 contains 199179 members 
Mstep: Class 16 contains 67541 members 
Mstep: Class 17 contains 8451 members 
Mstep: Class 20 contains 2977 members 
Mstep: Class 21 contains 62195 members 
Mstep: Class 22 contains 223888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919512.000000 Penalty: 36575.996094
Iteration 238Q: 17 clusters Score -1.279195e+08 nChanged 358
Entering ConstructFrom: 
Score: -127919512.000000 Penalty: 36575.996094
Entering ConstructFrom: 
Trying to split cluster 1 (26216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Entering Unmasked Estep 
Score: -2552223.750000 Penalty: 1653.295410
	Iteration 0F: 2 clusters Score -2552224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2534596.250000 Penalty: 3306.590820
	Iteration 0F: 3 clusters Score -2534596 nChanged 12040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2541515.500000 Penalty: 3306.590820
	Iteration 1F: 3 clusters Score -2541516 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2542050.000000 Penalty: 3306.590820
	Iteration 2F: 3 clusters Score -2542050 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2542685.500000 Penalty: 3306.590820
	Iteration 3F: 3 clusters Score -2542686 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2543382.250000 Penalty: 3306.590820
	Iteration 4F: 3 clusters Score -2543382 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2544186.000000 Penalty: 3306.590820
	Iteration 5F: 3 clusters Score -2544186 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2545065.500000 Penalty: 3306.590820
	Iteration 6F: 3 clusters Score -2545066 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2545909.500000 Penalty: 3306.590820
	Iteration 7F: 3 clusters Score -2545910 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2546636.750000 Penalty: 3306.590820
	Iteration 8Q: 3 clusters Score -2546637 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -2547249.000000 Penalty: 3306.590820
	Iteration 9Q: 3 clusters Score -2547249 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -2547852.250000 Penalty: 3306.590820
	Iteration 10Q: 3 clusters Score -2547852 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -2548562.250000 Penalty: 3306.590820
	Iteration 11Q: 3 clusters Score -2548562 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -2549629.500000 Penalty: 3306.590820
	Iteration 12Q: 3 clusters Score -2549630 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -2550227.750000 Penalty: 3306.590820
	Iteration 13Q: 3 clusters Score -2550228 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -2550414.000000 Penalty: 3306.590820
	Iteration 14Q: 3 clusters Score -2550414 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -2550527.000000 Penalty: 3306.590820
	Iteration 15Q: 3 clusters Score -2550527 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -2550587.250000 Penalty: 3306.590820
	Iteration 16Q: 3 clusters Score -2550587 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -2550629.000000 Penalty: 3306.590820
	Iteration 17Q: 3 clusters Score -2550629 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -2550658.500000 Penalty: 3306.590820
	Iteration 18Q: 3 clusters Score -2550658 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -2550691.750000 Penalty: 3306.590820
	Iteration 19Q: 3 clusters Score -2550692 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -2550707.000000 Penalty: 3306.590820
	Iteration 20F: 3 clusters Score -2550707 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -2550724.250000 Penalty: 3306.590820
	Iteration 21Q: 3 clusters Score -2550724 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -2550736.250000 Penalty: 3306.590820
	Iteration 22Q: 3 clusters Score -2550736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -2550742.250000 Penalty: 3306.590820
	Iteration 23Q: 3 clusters Score -2550742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -2550758.000000 Penalty: 3306.590820
	Iteration 24Q: 3 clusters Score -2550758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -2550773.500000 Penalty: 3306.590820
	Iteration 25Q: 3 clusters Score -2550774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -2550776.500000 Penalty: 3306.590820
	Iteration 26Q: 3 clusters Score -2550776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -2550780.000000 Penalty: 3306.590820
	Iteration 27Q: 3 clusters Score -2550780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -2550782.500000 Penalty: 3306.590820
	Iteration 28Q: 3 clusters Score -2550782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -2550784.750000 Penalty: 3306.590820
	Iteration 29Q: 3 clusters Score -2550785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -2550791.000000 Penalty: 3306.590820
	Iteration 30Q: 3 clusters Score -2550791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -2550792.750000 Penalty: 3306.590820
	Iteration 31Q: 3 clusters Score -2550793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -2550794.500000 Penalty: 3306.590820
	Iteration 32Q: 3 clusters Score -2550794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -2550794.500000 Penalty: 3306.590820
	Iteration 33Q: 3 clusters Score -2550794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -2550796.750000 Penalty: 3306.590820
	Iteration 34Q: 3 clusters Score -2550797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -2550804.500000 Penalty: 3306.590820
	Iteration 35Q: 3 clusters Score -2550804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -2550804.250000 Penalty: 3306.590820
	Iteration 36Q: 3 clusters Score -2550804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -2550813.500000 Penalty: 3306.590820
	Iteration 37Q: 3 clusters Score -2550814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -2550813.000000 Penalty: 3306.590820
	Iteration 38Q: 3 clusters Score -2550813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -2550809.500000 Penalty: 3306.590820
	Iteration 39Q: 3 clusters Score -2550810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -2550809.750000 Penalty: 3306.590820
	Iteration 40F: 3 clusters Score -2550810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -2550811.750000 Penalty: 3306.590820
	Iteration 41Q: 3 clusters Score -2550812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -2550811.500000 Penalty: 3306.590820
	Iteration 42Q: 3 clusters Score -2550812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -2550811.750000 Penalty: 3306.590820
	Iteration 43Q: 3 clusters Score -2550812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -2550811.500000 Penalty: 3306.590820
	Iteration 44Q: 3 clusters Score -2550812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -2550812.250000 Penalty: 3306.590820
	Iteration 45Q: 3 clusters Score -2550812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -2550817.500000 Penalty: 3306.590820
	Iteration 46Q: 3 clusters Score -2550818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -2550816.000000 Penalty: 3306.590820
	Iteration 47Q: 3 clusters Score -2550816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -2550816.000000 Penalty: 3306.590820
	Iteration 48Q: 3 clusters Score -2550816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -2550812.250000 Penalty: 3306.590820
	Iteration 49Q: 3 clusters Score -2550812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -2550812.250000 Penalty: 3306.590820
	Iteration 50F: 3 clusters Score -2550812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Entering Unmasked Estep 
Score: -685474.500000 Penalty: 1433.075439
	Iteration 0F: 2 clusters Score -685474.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -680315.625000 Penalty: 2866.150879
	Iteration 0F: 3 clusters Score -680315.6 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -681846.687500 Penalty: 2866.150879
	Iteration 1F: 3 clusters Score -681846.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -682003.625000 Penalty: 2866.150879
	Iteration 2F: 3 clusters Score -682003.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -682104.125000 Penalty: 2866.150879
	Iteration 3Q: 3 clusters Score -682104.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -682174.187500 Penalty: 2866.150879
	Iteration 4Q: 3 clusters Score -682174.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -682219.812500 Penalty: 2866.150879
	Iteration 5Q: 3 clusters Score -682219.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -682246.875000 Penalty: 2866.150879
	Iteration 6Q: 3 clusters Score -682246.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -682262.750000 Penalty: 2866.150879
	Iteration 7Q: 3 clusters Score -682262.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -682285.375000 Penalty: 2866.150879
	Iteration 8Q: 3 clusters Score -682285.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -682311.812500 Penalty: 2866.150879
	Iteration 9Q: 3 clusters Score -682311.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -682337.187500 Penalty: 2866.150879
	Iteration 10Q: 3 clusters Score -682337.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -682363.500000 Penalty: 2866.150879
	Iteration 11Q: 3 clusters Score -682363.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -682387.250000 Penalty: 2866.150879
	Iteration 12Q: 3 clusters Score -682387.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -682411.437500 Penalty: 2866.150879
	Iteration 13Q: 3 clusters Score -682411.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -682437.375000 Penalty: 2866.150879
	Iteration 14Q: 3 clusters Score -682437.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -682474.312500 Penalty: 2866.150879
	Iteration 15Q: 3 clusters Score -682474.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -682515.187500 Penalty: 2866.150879
	Iteration 16Q: 3 clusters Score -682515.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -682570.937500 Penalty: 2866.150879
	Iteration 17Q: 3 clusters Score -682570.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -682637.187500 Penalty: 2866.150879
	Iteration 18Q: 3 clusters Score -682637.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -682718.500000 Penalty: 2866.150879
	Iteration 19Q: 3 clusters Score -682718.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -682817.625000 Penalty: 2866.150879
	Iteration 20F: 3 clusters Score -682817.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -682946.062500 Penalty: 2866.150879
	Iteration 21Q: 3 clusters Score -682946.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -683115.937500 Penalty: 2866.150879
	Iteration 22Q: 3 clusters Score -683115.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -683318.437500 Penalty: 2866.150879
	Iteration 23Q: 3 clusters Score -683318.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -683532.312500 Penalty: 2866.150879
	Iteration 24Q: 3 clusters Score -683532.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -683762.625000 Penalty: 2866.150879
	Iteration 25Q: 3 clusters Score -683762.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -683935.062500 Penalty: 2866.150879
	Iteration 26Q: 3 clusters Score -683935.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -684040.062500 Penalty: 2866.150879
	Iteration 27Q: 3 clusters Score -684040.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -684112.437500 Penalty: 2866.150879
	Iteration 28Q: 3 clusters Score -684112.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -684166.187500 Penalty: 2866.150879
	Iteration 29Q: 3 clusters Score -684166.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -684189.250000 Penalty: 2866.150879
	Iteration 30Q: 3 clusters Score -684189.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -684205.750000 Penalty: 2866.150879
	Iteration 31Q: 3 clusters Score -684205.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -684214.187500 Penalty: 2866.150879
	Iteration 32Q: 3 clusters Score -684214.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -684218.312500 Penalty: 2866.150879
	Iteration 33Q: 3 clusters Score -684218.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -684222.687500 Penalty: 2866.150879
	Iteration 34Q: 3 clusters Score -684222.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -684223.000000 Penalty: 2866.150879
	Iteration 35Q: 3 clusters Score -684223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -684223.875000 Penalty: 2866.150879
	Iteration 36Q: 3 clusters Score -684223.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -684225.062500 Penalty: 2866.150879
	Iteration 37Q: 3 clusters Score -684225.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -684225.062500 Penalty: 2866.150879
	Iteration 38F: 3 clusters Score -684225.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (187019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187019 members 
Entering Unmasked Estep 
Score: -19023190.000000 Penalty: 1972.581909
	Iteration 0F: 2 clusters Score -1.902319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93138 members 
Mstep: Class 2 contains 93881 members 
Entering Unmasked Estep 
Score: -18906706.000000 Penalty: 3945.163818
	Iteration 0F: 3 clusters Score -1.890671e+07 nChanged 90454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 99735 members 
Entering Unmasked Estep 
Score: -18961612.000000 Penalty: 3945.163818
	Iteration 1F: 3 clusters Score -1.896161e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84065 members 
Mstep: Class 2 contains 102954 members 
Entering Unmasked Estep 
Score: -18963090.000000 Penalty: 3945.163818
	Iteration 2Q: 3 clusters Score -1.896309e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79451 members 
Mstep: Class 2 contains 107568 members 
Entering Unmasked Estep 
Score: -18965752.000000 Penalty: 3945.163818
	Iteration 3Q: 3 clusters Score -1.896575e+07 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72996 members 
Mstep: Class 2 contains 114023 members 
Entering Unmasked Estep 
Score: -18970476.000000 Penalty: 3945.163818
	Iteration 4Q: 3 clusters Score -1.897048e+07 nChanged 11450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65098 members 
Mstep: Class 2 contains 121921 members 
Entering Unmasked Estep 
Score: -18977966.000000 Penalty: 3945.163818
	Iteration 5F: 3 clusters Score -1.897797e+07 nChanged 12739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 129828 members 
Entering Unmasked Estep 
Score: -18988006.000000 Penalty: 3945.163818
	Iteration 6F: 3 clusters Score -1.898801e+07 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 135081 members 
Entering Unmasked Estep 
Score: -18997284.000000 Penalty: 3945.163818
	Iteration 7F: 3 clusters Score -1.899728e+07 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 137543 members 
Entering Unmasked Estep 
Score: -19002140.000000 Penalty: 3945.163818
	Iteration 8F: 3 clusters Score -1.900214e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 138682 members 
Entering Unmasked Estep 
Score: -19004076.000000 Penalty: 3945.163818
	Iteration 9Q: 3 clusters Score -1.900408e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 139673 members 
Entering Unmasked Estep 
Score: -19004864.000000 Penalty: 3945.163818
	Iteration 10Q: 3 clusters Score -1.900486e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 140584 members 
Entering Unmasked Estep 
Score: -19005328.000000 Penalty: 3945.163818
	Iteration 11Q: 3 clusters Score -1.900533e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 141407 members 
Entering Unmasked Estep 
Score: -19005732.000000 Penalty: 3945.163818
	Iteration 12Q: 3 clusters Score -1.900573e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 142028 members 
Entering Unmasked Estep 
Score: -19006160.000000 Penalty: 3945.163818
	Iteration 13Q: 3 clusters Score -1.900616e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 142485 members 
Entering Unmasked Estep 
Score: -19006620.000000 Penalty: 3945.163818
	Iteration 14Q: 3 clusters Score -1.900662e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 142783 members 
Entering Unmasked Estep 
Score: -19007186.000000 Penalty: 3945.163818
	Iteration 15Q: 3 clusters Score -1.900719e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 142900 members 
Entering Unmasked Estep 
Score: -19007678.000000 Penalty: 3945.163818
	Iteration 16Q: 3 clusters Score -1.900768e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 142827 members 
Entering Unmasked Estep 
Score: -19008352.000000 Penalty: 3945.163818
	Iteration 17Q: 3 clusters Score -1.900835e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 142549 members 
Entering Unmasked Estep 
Score: -19008908.000000 Penalty: 3945.163818
	Iteration 18Q: 3 clusters Score -1.900891e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 142010 members 
Entering Unmasked Estep 
Score: -19009626.000000 Penalty: 3945.163818
	Iteration 19Q: 3 clusters Score -1.900963e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 141242 members 
Entering Unmasked Estep 
Score: -19010326.000000 Penalty: 3945.163818
	Iteration 20F: 3 clusters Score -1.901033e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 140267 members 
Entering Unmasked Estep 
Score: -19011112.000000 Penalty: 3945.163818
	Iteration 21Q: 3 clusters Score -1.901111e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 139027 members 
Entering Unmasked Estep 
Score: -19011556.000000 Penalty: 3945.163818
	Iteration 22Q: 3 clusters Score -1.901156e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 137624 members 
Entering Unmasked Estep 
Score: -19012388.000000 Penalty: 3945.163818
	Iteration 23Q: 3 clusters Score -1.901239e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 136014 members 
Entering Unmasked Estep 
Score: -19012878.000000 Penalty: 3945.163818
	Iteration 24Q: 3 clusters Score -1.901288e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 134238 members 
Entering Unmasked Estep 
Score: -19013194.000000 Penalty: 3945.163818
	Iteration 25Q: 3 clusters Score -1.901319e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54727 members 
Mstep: Class 2 contains 132292 members 
Entering Unmasked Estep 
Score: -19013494.000000 Penalty: 3945.163818
	Iteration 26Q: 3 clusters Score -1.901349e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 130111 members 
Entering Unmasked Estep 
Score: -19013666.000000 Penalty: 3945.163818
	Iteration 27Q: 3 clusters Score -1.901367e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 127790 members 
Entering Unmasked Estep 
Score: -19014008.000000 Penalty: 3945.163818
	Iteration 28Q: 3 clusters Score -1.901401e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61736 members 
Mstep: Class 2 contains 125283 members 
Entering Unmasked Estep 
Score: -19014360.000000 Penalty: 3945.163818
	Iteration 29Q: 3 clusters Score -1.901436e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 122608 members 
Entering Unmasked Estep 
Score: -19014592.000000 Penalty: 3945.163818
	Iteration 30Q: 3 clusters Score -1.901459e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67179 members 
Mstep: Class 2 contains 119840 members 
Entering Unmasked Estep 
Score: -19014878.000000 Penalty: 3945.163818
	Iteration 31Q: 3 clusters Score -1.901488e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70000 members 
Mstep: Class 2 contains 117019 members 
Entering Unmasked Estep 
Score: -19014934.000000 Penalty: 3945.163818
	Iteration 32Q: 3 clusters Score -1.901493e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72816 members 
Mstep: Class 2 contains 114203 members 
Entering Unmasked Estep 
Score: -19015048.000000 Penalty: 3945.163818
	Iteration 33Q: 3 clusters Score -1.901505e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75703 members 
Mstep: Class 2 contains 111316 members 
Entering Unmasked Estep 
Score: -19015182.000000 Penalty: 3945.163818
	Iteration 34Q: 3 clusters Score -1.901518e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78856 members 
Mstep: Class 2 contains 108163 members 
Entering Unmasked Estep 
Score: -19015334.000000 Penalty: 3945.163818
	Iteration 35Q: 3 clusters Score -1.901533e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 105058 members 
Entering Unmasked Estep 
Score: -19015362.000000 Penalty: 3945.163818
	Iteration 36Q: 3 clusters Score -1.901536e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85222 members 
Mstep: Class 2 contains 101797 members 
Entering Unmasked Estep 
Score: -19015258.000000 Penalty: 3945.163818
	Iteration 37Q: 3 clusters Score -1.901526e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88583 members 
Mstep: Class 2 contains 98436 members 
Entering Unmasked Estep 
Score: -19015136.000000 Penalty: 3945.163818
	Iteration 38Q: 3 clusters Score -1.901514e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91810 members 
Mstep: Class 2 contains 95209 members 
Entering Unmasked Estep 
Score: -19014824.000000 Penalty: 3945.163818
	Iteration 39Q: 3 clusters Score -1.901482e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95094 members 
Mstep: Class 2 contains 91925 members 
Entering Unmasked Estep 
Score: -19015806.000000 Penalty: 3945.163818
	Iteration 40F: 3 clusters Score -1.901581e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99803 members 
Mstep: Class 2 contains 87216 members 
Entering Unmasked Estep 
Score: -19016630.000000 Penalty: 3945.163818
	Iteration 41Q: 3 clusters Score -1.901663e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104589 members 
Mstep: Class 2 contains 82430 members 
Entering Unmasked Estep 
Score: -19016958.000000 Penalty: 3945.163818
	Iteration 42Q: 3 clusters Score -1.901696e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108899 members 
Mstep: Class 2 contains 78120 members 
Entering Unmasked Estep 
Score: -19017220.000000 Penalty: 3945.163818
	Iteration 43Q: 3 clusters Score -1.901722e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112816 members 
Mstep: Class 2 contains 74203 members 
Entering Unmasked Estep 
Score: -19017358.000000 Penalty: 3945.163818
	Iteration 44Q: 3 clusters Score -1.901736e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116411 members 
Mstep: Class 2 contains 70608 members 
Entering Unmasked Estep 
Score: -19017458.000000 Penalty: 3945.163818
	Iteration 45Q: 3 clusters Score -1.901746e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119688 members 
Mstep: Class 2 contains 67331 members 
Entering Unmasked Estep 
Score: -19017568.000000 Penalty: 3945.163818
	Iteration 46Q: 3 clusters Score -1.901757e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122874 members 
Mstep: Class 2 contains 64145 members 
Entering Unmasked Estep 
Score: -19017834.000000 Penalty: 3945.163818
	Iteration 47Q: 3 clusters Score -1.901783e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126019 members 
Mstep: Class 2 contains 61000 members 
Entering Unmasked Estep 
Score: -19018026.000000 Penalty: 3945.163818
	Iteration 48Q: 3 clusters Score -1.901803e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129119 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -19018140.000000 Penalty: 3945.163818
	Iteration 49Q: 3 clusters Score -1.901814e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132204 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -19018460.000000 Penalty: 3945.163818
	Iteration 50Q: 3 clusters Score -1.901846e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135227 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -19018536.000000 Penalty: 3945.163818
	Iteration 51Q: 3 clusters Score -1.901854e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138137 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -19018792.000000 Penalty: 3945.163818
	Iteration 52Q: 3 clusters Score -1.901879e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140960 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -19018994.000000 Penalty: 3945.163818
	Iteration 53Q: 3 clusters Score -1.901899e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143812 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -19019252.000000 Penalty: 3945.163818
	Iteration 54Q: 3 clusters Score -1.901925e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146567 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -19020080.000000 Penalty: 3945.163818
	Iteration 55Q: 3 clusters Score -1.902008e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148720 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -19020778.000000 Penalty: 3945.163818
	Iteration 56Q: 3 clusters Score -1.902078e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150627 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -19021212.000000 Penalty: 3945.163818
	Iteration 57Q: 3 clusters Score -1.902121e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152279 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -19021532.000000 Penalty: 3945.163818
	Iteration 58Q: 3 clusters Score -1.902153e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153806 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -19021778.000000 Penalty: 3945.163818
	Iteration 59Q: 3 clusters Score -1.902178e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155254 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -19021934.000000 Penalty: 3945.163818
	Iteration 60F: 3 clusters Score -1.902193e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156548 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -19022208.000000 Penalty: 3945.163818
	Iteration 61Q: 3 clusters Score -1.902221e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157725 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -19022328.000000 Penalty: 3945.163818
	Iteration 62Q: 3 clusters Score -1.902233e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158783 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -19022470.000000 Penalty: 3945.163818
	Iteration 63Q: 3 clusters Score -1.902247e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159687 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -19022576.000000 Penalty: 3945.163818
	Iteration 64Q: 3 clusters Score -1.902258e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160604 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -19022672.000000 Penalty: 3945.163818
	Iteration 65Q: 3 clusters Score -1.902267e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161386 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -19022778.000000 Penalty: 3945.163818
	Iteration 66Q: 3 clusters Score -1.902278e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162127 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -19022878.000000 Penalty: 3945.163818
	Iteration 67Q: 3 clusters Score -1.902288e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162809 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -19022860.000000 Penalty: 3945.163818
	Iteration 68Q: 3 clusters Score -1.902286e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163473 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -19022908.000000 Penalty: 3945.163818
	Iteration 69Q: 3 clusters Score -1.902291e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164083 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -19022946.000000 Penalty: 3945.163818
	Iteration 70Q: 3 clusters Score -1.902295e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164656 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -19022972.000000 Penalty: 3945.163818
	Iteration 71Q: 3 clusters Score -1.902297e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165169 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -19022916.000000 Penalty: 3945.163818
	Iteration 72Q: 3 clusters Score -1.902292e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165662 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -19022850.000000 Penalty: 3945.163818
	Iteration 73Q: 3 clusters Score -1.902285e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166104 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -19022842.000000 Penalty: 3945.163818
	Iteration 74Q: 3 clusters Score -1.902284e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166528 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -19022878.000000 Penalty: 3945.163818
	Iteration 75Q: 3 clusters Score -1.902288e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166928 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -19022814.000000 Penalty: 3945.163818
	Iteration 76Q: 3 clusters Score -1.902281e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167333 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -19022754.000000 Penalty: 3945.163818
	Iteration 77Q: 3 clusters Score -1.902275e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167679 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -19022712.000000 Penalty: 3945.163818
	Iteration 78Q: 3 clusters Score -1.902271e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168012 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -19022670.000000 Penalty: 3945.163818
	Iteration 79Q: 3 clusters Score -1.902267e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168337 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -19022666.000000 Penalty: 3945.163818
	Iteration 80F: 3 clusters Score -1.902267e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168651 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -19022706.000000 Penalty: 3945.163818
	Iteration 81Q: 3 clusters Score -1.902271e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168979 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -19022682.000000 Penalty: 3945.163818
	Iteration 82Q: 3 clusters Score -1.902268e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169271 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -19022648.000000 Penalty: 3945.163818
	Iteration 83Q: 3 clusters Score -1.902265e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169540 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -19022608.000000 Penalty: 3945.163818
	Iteration 84Q: 3 clusters Score -1.902261e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169786 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -19022548.000000 Penalty: 3945.163818
	Iteration 85Q: 3 clusters Score -1.902255e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170008 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -19022532.000000 Penalty: 3945.163818
	Iteration 86Q: 3 clusters Score -1.902253e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170237 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -19022564.000000 Penalty: 3945.163818
	Iteration 87Q: 3 clusters Score -1.902256e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170453 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -19022560.000000 Penalty: 3945.163818
	Iteration 88Q: 3 clusters Score -1.902256e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170692 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -19022516.000000 Penalty: 3945.163818
	Iteration 89Q: 3 clusters Score -1.902252e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170913 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -19022576.000000 Penalty: 3945.163818
	Iteration 90Q: 3 clusters Score -1.902258e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171142 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -19022532.000000 Penalty: 3945.163818
	Iteration 91Q: 3 clusters Score -1.902253e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171349 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -19022486.000000 Penalty: 3945.163818
	Iteration 92Q: 3 clusters Score -1.902249e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171533 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -19022508.000000 Penalty: 3945.163818
	Iteration 93Q: 3 clusters Score -1.902251e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171724 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -19022510.000000 Penalty: 3945.163818
	Iteration 94Q: 3 clusters Score -1.902251e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171915 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -19022522.000000 Penalty: 3945.163818
	Iteration 95Q: 3 clusters Score -1.902252e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172118 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -19022524.000000 Penalty: 3945.163818
	Iteration 96Q: 3 clusters Score -1.902252e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172348 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -19022498.000000 Penalty: 3945.163818
	Iteration 97Q: 3 clusters Score -1.90225e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172572 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -19022512.000000 Penalty: 3945.163818
	Iteration 98Q: 3 clusters Score -1.902251e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172808 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -19022520.000000 Penalty: 3945.163818
	Iteration 99Q: 3 clusters Score -1.902252e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173029 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -19022480.000000 Penalty: 3945.163818
	Iteration 100F: 3 clusters Score -1.902248e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173239 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -19022482.000000 Penalty: 3945.163818
	Iteration 101Q: 3 clusters Score -1.902248e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173441 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -19022502.000000 Penalty: 3945.163818
	Iteration 102Q: 3 clusters Score -1.90225e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173657 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -19022518.000000 Penalty: 3945.163818
	Iteration 103Q: 3 clusters Score -1.902252e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173894 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -19022450.000000 Penalty: 3945.163818
	Iteration 104Q: 3 clusters Score -1.902245e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174138 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -19022412.000000 Penalty: 3945.163818
	Iteration 105Q: 3 clusters Score -1.902241e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174366 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -19022410.000000 Penalty: 3945.163818
	Iteration 106Q: 3 clusters Score -1.902241e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174599 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -19022408.000000 Penalty: 3945.163818
	Iteration 107Q: 3 clusters Score -1.902241e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174845 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -19022344.000000 Penalty: 3945.163818
	Iteration 108Q: 3 clusters Score -1.902234e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175102 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -19022394.000000 Penalty: 3945.163818
	Iteration 109Q: 3 clusters Score -1.902239e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175378 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -19022364.000000 Penalty: 3945.163818
	Iteration 110Q: 3 clusters Score -1.902236e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175626 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -19022318.000000 Penalty: 3945.163818
	Iteration 111Q: 3 clusters Score -1.902232e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175867 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -19022304.000000 Penalty: 3945.163818
	Iteration 112Q: 3 clusters Score -1.90223e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176095 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -19022338.000000 Penalty: 3945.163818
	Iteration 113Q: 3 clusters Score -1.902234e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176313 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -19022312.000000 Penalty: 3945.163818
	Iteration 114Q: 3 clusters Score -1.902231e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176515 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -19022324.000000 Penalty: 3945.163818
	Iteration 115Q: 3 clusters Score -1.902232e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176724 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -19022302.000000 Penalty: 3945.163818
	Iteration 116Q: 3 clusters Score -1.90223e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176955 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -19022252.000000 Penalty: 3945.163818
	Iteration 117Q: 3 clusters Score -1.902225e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177210 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -19022254.000000 Penalty: 3945.163818
	Iteration 118Q: 3 clusters Score -1.902225e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177492 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -19022228.000000 Penalty: 3945.163818
	Iteration 119Q: 3 clusters Score -1.902223e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177776 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -19022164.000000 Penalty: 3945.163818
	Iteration 120F: 3 clusters Score -1.902216e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178038 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -19022136.000000 Penalty: 3945.163818
	Iteration 121Q: 3 clusters Score -1.902214e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178343 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -19022180.000000 Penalty: 3945.163818
	Iteration 122Q: 3 clusters Score -1.902218e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178621 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -19022122.000000 Penalty: 3945.163818
	Iteration 123Q: 3 clusters Score -1.902212e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178913 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -19022100.000000 Penalty: 3945.163818
	Iteration 124Q: 3 clusters Score -1.90221e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179176 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -19022038.000000 Penalty: 3945.163818
	Iteration 125Q: 3 clusters Score -1.902204e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179438 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -19021966.000000 Penalty: 3945.163818
	Iteration 126Q: 3 clusters Score -1.902197e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179710 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -19021928.000000 Penalty: 3945.163818
	Iteration 127Q: 3 clusters Score -1.902193e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179967 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -19021944.000000 Penalty: 3945.163818
	Iteration 128Q: 3 clusters Score -1.902194e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180213 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -19021970.000000 Penalty: 3945.163818
	Iteration 129Q: 3 clusters Score -1.902197e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180446 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -19021958.000000 Penalty: 3945.163818
	Iteration 130Q: 3 clusters Score -1.902196e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180679 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -19021988.000000 Penalty: 3945.163818
	Iteration 131Q: 3 clusters Score -1.902199e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180906 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -19022004.000000 Penalty: 3945.163818
	Iteration 132Q: 3 clusters Score -1.9022e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181110 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -19021986.000000 Penalty: 3945.163818
	Iteration 133Q: 3 clusters Score -1.902199e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181332 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -19021946.000000 Penalty: 3945.163818
	Iteration 134Q: 3 clusters Score -1.902195e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181545 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -19021912.000000 Penalty: 3945.163818
	Iteration 135Q: 3 clusters Score -1.902191e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181746 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -19021894.000000 Penalty: 3945.163818
	Iteration 136Q: 3 clusters Score -1.902189e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181947 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -19021822.000000 Penalty: 3945.163818
	Iteration 137Q: 3 clusters Score -1.902182e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182122 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -19021802.000000 Penalty: 3945.163818
	Iteration 138Q: 3 clusters Score -1.90218e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182283 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -19021796.000000 Penalty: 3945.163818
	Iteration 139Q: 3 clusters Score -1.90218e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182437 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -19021792.000000 Penalty: 3945.163818
	Iteration 140F: 3 clusters Score -1.902179e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182568 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -19021792.000000 Penalty: 3945.163818
	Iteration 141Q: 3 clusters Score -1.902179e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182721 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -19021794.000000 Penalty: 3945.163818
	Iteration 142Q: 3 clusters Score -1.902179e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182870 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -19021808.000000 Penalty: 3945.163818
	Iteration 143Q: 3 clusters Score -1.902181e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183006 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -19021730.000000 Penalty: 3945.163818
	Iteration 144Q: 3 clusters Score -1.902173e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183155 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -19021732.000000 Penalty: 3945.163818
	Iteration 145Q: 3 clusters Score -1.902173e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183295 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -19021732.000000 Penalty: 3945.163818
	Iteration 146Q: 3 clusters Score -1.902173e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183426 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -19021726.000000 Penalty: 3945.163818
	Iteration 147Q: 3 clusters Score -1.902173e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183547 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -19021750.000000 Penalty: 3945.163818
	Iteration 148Q: 3 clusters Score -1.902175e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183674 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -19021800.000000 Penalty: 3945.163818
	Iteration 149Q: 3 clusters Score -1.90218e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183799 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -19021836.000000 Penalty: 3945.163818
	Iteration 150Q: 3 clusters Score -1.902184e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183915 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -19021834.000000 Penalty: 3945.163818
	Iteration 151Q: 3 clusters Score -1.902183e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184010 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -19021832.000000 Penalty: 3945.163818
	Iteration 152Q: 3 clusters Score -1.902183e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184104 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -19021854.000000 Penalty: 3945.163818
	Iteration 153Q: 3 clusters Score -1.902185e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184175 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -19021872.000000 Penalty: 3945.163818
	Iteration 154Q: 3 clusters Score -1.902187e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184233 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -19021854.000000 Penalty: 3945.163818
	Iteration 155Q: 3 clusters Score -1.902185e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184291 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -19021836.000000 Penalty: 3945.163818
	Iteration 156Q: 3 clusters Score -1.902184e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184344 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -19021858.000000 Penalty: 3945.163818
	Iteration 157Q: 3 clusters Score -1.902186e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184387 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -19021870.000000 Penalty: 3945.163818
	Iteration 158Q: 3 clusters Score -1.902187e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184429 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -19021900.000000 Penalty: 3945.163818
	Iteration 159Q: 3 clusters Score -1.90219e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184465 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -19021896.000000 Penalty: 3945.163818
	Iteration 160F: 3 clusters Score -1.90219e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184496 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -19021888.000000 Penalty: 3945.163818
	Iteration 161Q: 3 clusters Score -1.902189e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184524 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -19021868.000000 Penalty: 3945.163818
	Iteration 162Q: 3 clusters Score -1.902187e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184551 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -19021868.000000 Penalty: 3945.163818
	Iteration 163Q: 3 clusters Score -1.902187e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184580 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -19021866.000000 Penalty: 3945.163818
	Iteration 164Q: 3 clusters Score -1.902187e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184607 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -19021856.000000 Penalty: 3945.163818
	Iteration 165Q: 3 clusters Score -1.902186e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184630 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -19021846.000000 Penalty: 3945.163818
	Iteration 166Q: 3 clusters Score -1.902185e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184654 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -19021828.000000 Penalty: 3945.163818
	Iteration 167Q: 3 clusters Score -1.902183e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184678 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -19021798.000000 Penalty: 3945.163818
	Iteration 168Q: 3 clusters Score -1.90218e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184698 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -19021818.000000 Penalty: 3945.163818
	Iteration 169Q: 3 clusters Score -1.902182e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184731 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -19021814.000000 Penalty: 3945.163818
	Iteration 170Q: 3 clusters Score -1.902181e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184759 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -19021820.000000 Penalty: 3945.163818
	Iteration 171Q: 3 clusters Score -1.902182e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184786 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -19021812.000000 Penalty: 3945.163818
	Iteration 172Q: 3 clusters Score -1.902181e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184820 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -19021878.000000 Penalty: 3945.163818
	Iteration 173Q: 3 clusters Score -1.902188e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184859 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -19021860.000000 Penalty: 3945.163818
	Iteration 174Q: 3 clusters Score -1.902186e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184881 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -19021882.000000 Penalty: 3945.163818
	Iteration 175Q: 3 clusters Score -1.902188e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184906 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -19021872.000000 Penalty: 3945.163818
	Iteration 176Q: 3 clusters Score -1.902187e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184923 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -19021872.000000 Penalty: 3945.163818
	Iteration 177Q: 3 clusters Score -1.902187e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184937 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -19021858.000000 Penalty: 3945.163818
	Iteration 178Q: 3 clusters Score -1.902186e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184953 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -19021838.000000 Penalty: 3945.163818
	Iteration 179Q: 3 clusters Score -1.902184e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184977 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -19021870.000000 Penalty: 3945.163818
	Iteration 180F: 3 clusters Score -1.902187e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185000 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -19021858.000000 Penalty: 3945.163818
	Iteration 181Q: 3 clusters Score -1.902186e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185019 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -19021870.000000 Penalty: 3945.163818
	Iteration 182Q: 3 clusters Score -1.902187e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185035 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -19021878.000000 Penalty: 3945.163818
	Iteration 183Q: 3 clusters Score -1.902188e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185061 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -19021852.000000 Penalty: 3945.163818
	Iteration 184Q: 3 clusters Score -1.902185e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185082 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -19021868.000000 Penalty: 3945.163818
	Iteration 185Q: 3 clusters Score -1.902187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185096 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -19021860.000000 Penalty: 3945.163818
	Iteration 186Q: 3 clusters Score -1.902186e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185107 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -19021848.000000 Penalty: 3945.163818
	Iteration 187Q: 3 clusters Score -1.902185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185119 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -19021846.000000 Penalty: 3945.163818
	Iteration 188Q: 3 clusters Score -1.902185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185131 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -19021846.000000 Penalty: 3945.163818
	Iteration 189Q: 3 clusters Score -1.902185e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185150 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -19021842.000000 Penalty: 3945.163818
	Iteration 190Q: 3 clusters Score -1.902184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185167 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -19021864.000000 Penalty: 3945.163818
	Iteration 191Q: 3 clusters Score -1.902186e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185187 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -19021870.000000 Penalty: 3945.163818
	Iteration 192Q: 3 clusters Score -1.902187e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185213 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -19021874.000000 Penalty: 3945.163818
	Iteration 193Q: 3 clusters Score -1.902187e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185236 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -19021880.000000 Penalty: 3945.163818
	Iteration 194Q: 3 clusters Score -1.902188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185255 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -19021876.000000 Penalty: 3945.163818
	Iteration 195Q: 3 clusters Score -1.902188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185267 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -19021874.000000 Penalty: 3945.163818
	Iteration 196Q: 3 clusters Score -1.902187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185272 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -19021846.000000 Penalty: 3945.163818
	Iteration 197Q: 3 clusters Score -1.902185e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185286 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -19021844.000000 Penalty: 3945.163818
	Iteration 198Q: 3 clusters Score -1.902184e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185299 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -19021846.000000 Penalty: 3945.163818
	Iteration 199Q: 3 clusters Score -1.902185e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185313 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -19021846.000000 Penalty: 3945.163818
	Iteration 200F: 3 clusters Score -1.902185e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185328 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -19021844.000000 Penalty: 3945.163818
	Iteration 201Q: 3 clusters Score -1.902184e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185351 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -19021826.000000 Penalty: 3945.163818
	Iteration 202Q: 3 clusters Score -1.902183e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185377 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -19021830.000000 Penalty: 3945.163818
	Iteration 203Q: 3 clusters Score -1.902183e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185395 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -19021846.000000 Penalty: 3945.163818
	Iteration 204Q: 3 clusters Score -1.902185e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185410 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -19021834.000000 Penalty: 3945.163818
	Iteration 205Q: 3 clusters Score -1.902183e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185421 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -19021828.000000 Penalty: 3945.163818
	Iteration 206Q: 3 clusters Score -1.902183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185429 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -19021826.000000 Penalty: 3945.163818
	Iteration 207Q: 3 clusters Score -1.902183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185437 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -19021822.000000 Penalty: 3945.163818
	Iteration 208Q: 3 clusters Score -1.902182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185442 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -19021828.000000 Penalty: 3945.163818
	Iteration 209Q: 3 clusters Score -1.902183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185449 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -19021824.000000 Penalty: 3945.163818
	Iteration 210Q: 3 clusters Score -1.902182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185455 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -19021828.000000 Penalty: 3945.163818
	Iteration 211Q: 3 clusters Score -1.902183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185455 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -19021840.000000 Penalty: 3945.163818
	Iteration 212Q: 3 clusters Score -1.902184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185459 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -19021824.000000 Penalty: 3945.163818
	Iteration 213Q: 3 clusters Score -1.902182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185465 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -19021830.000000 Penalty: 3945.163818
	Iteration 214Q: 3 clusters Score -1.902183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185471 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -19021828.000000 Penalty: 3945.163818
	Iteration 215Q: 3 clusters Score -1.902183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185475 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -19021824.000000 Penalty: 3945.163818
	Iteration 216Q: 3 clusters Score -1.902182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185476 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -19021820.000000 Penalty: 3945.163818
	Iteration 217Q: 3 clusters Score -1.902182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185478 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -19021818.000000 Penalty: 3945.163818
	Iteration 218Q: 3 clusters Score -1.902182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185479 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -19021816.000000 Penalty: 3945.163818
	Iteration 219Q: 3 clusters Score -1.902182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185479 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -19021816.000000 Penalty: 3945.163818
	Iteration 220F: 3 clusters Score -1.902182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (134918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134918 members 
Entering Unmasked Estep 
Score: -13710217.000000 Penalty: 1919.518677
	Iteration 0F: 2 clusters Score -1.371022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67441 members 
Mstep: Class 2 contains 67477 members 
Entering Unmasked Estep 
Score: -13619925.000000 Penalty: 3839.037354
	Iteration 0F: 3 clusters Score -1.361992e+07 nChanged 64992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 67803 members 
Entering Unmasked Estep 
Score: -13658276.000000 Penalty: 3839.037354
	Iteration 1F: 3 clusters Score -1.365828e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66905 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -13659090.000000 Penalty: 3839.037354
	Iteration 2Q: 3 clusters Score -1.365909e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66522 members 
Mstep: Class 2 contains 68396 members 
Entering Unmasked Estep 
Score: -13660131.000000 Penalty: 3839.037354
	Iteration 3Q: 3 clusters Score -1.366013e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 69058 members 
Entering Unmasked Estep 
Score: -13661352.000000 Penalty: 3839.037354
	Iteration 4Q: 3 clusters Score -1.366135e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 69989 members 
Entering Unmasked Estep 
Score: -13662844.000000 Penalty: 3839.037354
	Iteration 5Q: 3 clusters Score -1.366284e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Mstep: Class 2 contains 71408 members 
Entering Unmasked Estep 
Score: -13665113.000000 Penalty: 3839.037354
	Iteration 6Q: 3 clusters Score -1.366511e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61507 members 
Mstep: Class 2 contains 73411 members 
Entering Unmasked Estep 
Score: -13668464.000000 Penalty: 3839.037354
	Iteration 7Q: 3 clusters Score -1.366846e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59010 members 
Mstep: Class 2 contains 75908 members 
Entering Unmasked Estep 
Score: -13673201.000000 Penalty: 3839.037354
	Iteration 8F: 3 clusters Score -1.36732e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56386 members 
Mstep: Class 2 contains 78532 members 
Entering Unmasked Estep 
Score: -13679027.000000 Penalty: 3839.037354
	Iteration 9F: 3 clusters Score -1.367903e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 80654 members 
Entering Unmasked Estep 
Score: -13683633.000000 Penalty: 3839.037354
	Iteration 10F: 3 clusters Score -1.368363e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 82369 members 
Entering Unmasked Estep 
Score: -13685989.000000 Penalty: 3839.037354
	Iteration 11Q: 3 clusters Score -1.368599e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 83958 members 
Entering Unmasked Estep 
Score: -13687038.000000 Penalty: 3839.037354
	Iteration 12Q: 3 clusters Score -1.368704e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 85628 members 
Entering Unmasked Estep 
Score: -13687652.000000 Penalty: 3839.037354
	Iteration 13Q: 3 clusters Score -1.368765e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 87461 members 
Entering Unmasked Estep 
Score: -13688134.000000 Penalty: 3839.037354
	Iteration 14Q: 3 clusters Score -1.368813e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 89406 members 
Entering Unmasked Estep 
Score: -13688701.000000 Penalty: 3839.037354
	Iteration 15Q: 3 clusters Score -1.36887e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 91488 members 
Entering Unmasked Estep 
Score: -13689251.000000 Penalty: 3839.037354
	Iteration 16Q: 3 clusters Score -1.368925e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 93691 members 
Entering Unmasked Estep 
Score: -13689882.000000 Penalty: 3839.037354
	Iteration 17Q: 3 clusters Score -1.368988e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 95968 members 
Entering Unmasked Estep 
Score: -13690597.000000 Penalty: 3839.037354
	Iteration 18Q: 3 clusters Score -1.36906e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 98369 members 
Entering Unmasked Estep 
Score: -13691482.000000 Penalty: 3839.037354
	Iteration 19Q: 3 clusters Score -1.369148e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 100830 members 
Entering Unmasked Estep 
Score: -13692406.000000 Penalty: 3839.037354
	Iteration 20F: 3 clusters Score -1.369241e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 103343 members 
Entering Unmasked Estep 
Score: -13693330.000000 Penalty: 3839.037354
	Iteration 21Q: 3 clusters Score -1.369333e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 105953 members 
Entering Unmasked Estep 
Score: -13694398.000000 Penalty: 3839.037354
	Iteration 22Q: 3 clusters Score -1.36944e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 108649 members 
Entering Unmasked Estep 
Score: -13695676.000000 Penalty: 3839.037354
	Iteration 23Q: 3 clusters Score -1.369568e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 111365 members 
Entering Unmasked Estep 
Score: -13696955.000000 Penalty: 3839.037354
	Iteration 24Q: 3 clusters Score -1.369696e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 113987 members 
Entering Unmasked Estep 
Score: -13698304.000000 Penalty: 3839.037354
	Iteration 25Q: 3 clusters Score -1.36983e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 116498 members 
Entering Unmasked Estep 
Score: -13699605.000000 Penalty: 3839.037354
	Iteration 26Q: 3 clusters Score -1.36996e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 118803 members 
Entering Unmasked Estep 
Score: -13700888.000000 Penalty: 3839.037354
	Iteration 27Q: 3 clusters Score -1.370089e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 120995 members 
Entering Unmasked Estep 
Score: -13702200.000000 Penalty: 3839.037354
	Iteration 28Q: 3 clusters Score -1.37022e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 122994 members 
Entering Unmasked Estep 
Score: -13703511.000000 Penalty: 3839.037354
	Iteration 29Q: 3 clusters Score -1.370351e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 124714 members 
Entering Unmasked Estep 
Score: -13704640.000000 Penalty: 3839.037354
	Iteration 30Q: 3 clusters Score -1.370464e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 126146 members 
Entering Unmasked Estep 
Score: -13705544.000000 Penalty: 3839.037354
	Iteration 31Q: 3 clusters Score -1.370554e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 127305 members 
Entering Unmasked Estep 
Score: -13706218.000000 Penalty: 3839.037354
	Iteration 32Q: 3 clusters Score -1.370622e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 128250 members 
Entering Unmasked Estep 
Score: -13706676.000000 Penalty: 3839.037354
	Iteration 33Q: 3 clusters Score -1.370668e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 129034 members 
Entering Unmasked Estep 
Score: -13707053.000000 Penalty: 3839.037354
	Iteration 34Q: 3 clusters Score -1.370705e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 129707 members 
Entering Unmasked Estep 
Score: -13707373.000000 Penalty: 3839.037354
	Iteration 35Q: 3 clusters Score -1.370737e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 130319 members 
Entering Unmasked Estep 
Score: -13707723.000000 Penalty: 3839.037354
	Iteration 36Q: 3 clusters Score -1.370772e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 130814 members 
Entering Unmasked Estep 
Score: -13707951.000000 Penalty: 3839.037354
	Iteration 37Q: 3 clusters Score -1.370795e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 131215 members 
Entering Unmasked Estep 
Score: -13708100.000000 Penalty: 3839.037354
	Iteration 38Q: 3 clusters Score -1.37081e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 131542 members 
Entering Unmasked Estep 
Score: -13708217.000000 Penalty: 3839.037354
	Iteration 39Q: 3 clusters Score -1.370822e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 131839 members 
Entering Unmasked Estep 
Score: -13708299.000000 Penalty: 3839.037354
	Iteration 40F: 3 clusters Score -1.37083e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 132101 members 
Entering Unmasked Estep 
Score: -13708368.000000 Penalty: 3839.037354
	Iteration 41Q: 3 clusters Score -1.370837e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 132327 members 
Entering Unmasked Estep 
Score: -13708481.000000 Penalty: 3839.037354
	Iteration 42Q: 3 clusters Score -1.370848e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 132510 members 
Entering Unmasked Estep 
Score: -13708528.000000 Penalty: 3839.037354
	Iteration 43Q: 3 clusters Score -1.370853e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 132653 members 
Entering Unmasked Estep 
Score: -13708571.000000 Penalty: 3839.037354
	Iteration 44Q: 3 clusters Score -1.370857e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 132765 members 
Entering Unmasked Estep 
Score: -13708586.000000 Penalty: 3839.037354
	Iteration 45Q: 3 clusters Score -1.370859e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 132875 members 
Entering Unmasked Estep 
Score: -13708628.000000 Penalty: 3839.037354
	Iteration 46Q: 3 clusters Score -1.370863e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 132978 members 
Entering Unmasked Estep 
Score: -13708649.000000 Penalty: 3839.037354
	Iteration 47Q: 3 clusters Score -1.370865e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 133065 members 
Entering Unmasked Estep 
Score: -13708661.000000 Penalty: 3839.037354
	Iteration 48Q: 3 clusters Score -1.370866e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 133137 members 
Entering Unmasked Estep 
Score: -13708672.000000 Penalty: 3839.037354
	Iteration 49Q: 3 clusters Score -1.370867e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 133199 members 
Entering Unmasked Estep 
Score: -13708683.000000 Penalty: 3839.037354
	Iteration 50Q: 3 clusters Score -1.370868e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 133250 members 
Entering Unmasked Estep 
Score: -13708714.000000 Penalty: 3839.037354
	Iteration 51Q: 3 clusters Score -1.370871e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 133297 members 
Entering Unmasked Estep 
Score: -13708743.000000 Penalty: 3839.037354
	Iteration 52Q: 3 clusters Score -1.370874e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 133341 members 
Entering Unmasked Estep 
Score: -13708755.000000 Penalty: 3839.037354
	Iteration 53Q: 3 clusters Score -1.370876e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 133388 members 
Entering Unmasked Estep 
Score: -13708759.000000 Penalty: 3839.037354
	Iteration 54Q: 3 clusters Score -1.370876e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 133424 members 
Entering Unmasked Estep 
Score: -13708761.000000 Penalty: 3839.037354
	Iteration 55Q: 3 clusters Score -1.370876e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 133452 members 
Entering Unmasked Estep 
Score: -13708793.000000 Penalty: 3839.037354
	Iteration 56Q: 3 clusters Score -1.370879e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 133479 members 
Entering Unmasked Estep 
Score: -13708788.000000 Penalty: 3839.037354
	Iteration 57Q: 3 clusters Score -1.370879e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 133505 members 
Entering Unmasked Estep 
Score: -13708796.000000 Penalty: 3839.037354
	Iteration 58Q: 3 clusters Score -1.37088e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 133531 members 
Entering Unmasked Estep 
Score: -13708789.000000 Penalty: 3839.037354
	Iteration 59Q: 3 clusters Score -1.370879e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 133549 members 
Entering Unmasked Estep 
Score: -13708782.000000 Penalty: 3839.037354
	Iteration 60F: 3 clusters Score -1.370878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 133564 members 
Entering Unmasked Estep 
Score: -13708769.000000 Penalty: 3839.037354
	Iteration 61Q: 3 clusters Score -1.370877e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 133577 members 
Entering Unmasked Estep 
Score: -13708760.000000 Penalty: 3839.037354
	Iteration 62Q: 3 clusters Score -1.370876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 133593 members 
Entering Unmasked Estep 
Score: -13708768.000000 Penalty: 3839.037354
	Iteration 63Q: 3 clusters Score -1.370877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 133608 members 
Entering Unmasked Estep 
Score: -13708785.000000 Penalty: 3839.037354
	Iteration 64Q: 3 clusters Score -1.370878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 133615 members 
Entering Unmasked Estep 
Score: -13708798.000000 Penalty: 3839.037354
	Iteration 65Q: 3 clusters Score -1.37088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 133623 members 
Entering Unmasked Estep 
Score: -13708808.000000 Penalty: 3839.037354
	Iteration 66Q: 3 clusters Score -1.370881e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 133639 members 
Entering Unmasked Estep 
Score: -13708830.000000 Penalty: 3839.037354
	Iteration 67Q: 3 clusters Score -1.370883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 133653 members 
Entering Unmasked Estep 
Score: -13708831.000000 Penalty: 3839.037354
	Iteration 68Q: 3 clusters Score -1.370883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 133665 members 
Entering Unmasked Estep 
Score: -13708831.000000 Penalty: 3839.037354
	Iteration 69Q: 3 clusters Score -1.370883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 133673 members 
Entering Unmasked Estep 
Score: -13708828.000000 Penalty: 3839.037354
	Iteration 70Q: 3 clusters Score -1.370883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 133683 members 
Entering Unmasked Estep 
Score: -13708840.000000 Penalty: 3839.037354
	Iteration 71Q: 3 clusters Score -1.370884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 133686 members 
Entering Unmasked Estep 
Score: -13708824.000000 Penalty: 3839.037354
	Iteration 72Q: 3 clusters Score -1.370882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 133694 members 
Entering Unmasked Estep 
Score: -13708837.000000 Penalty: 3839.037354
	Iteration 73Q: 3 clusters Score -1.370884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 133699 members 
Entering Unmasked Estep 
Score: -13708826.000000 Penalty: 3839.037354
	Iteration 74Q: 3 clusters Score -1.370883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 133709 members 
Entering Unmasked Estep 
Score: -13708833.000000 Penalty: 3839.037354
	Iteration 75Q: 3 clusters Score -1.370883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 133725 members 
Entering Unmasked Estep 
Score: -13708838.000000 Penalty: 3839.037354
	Iteration 76Q: 3 clusters Score -1.370884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 133733 members 
Entering Unmasked Estep 
Score: -13708830.000000 Penalty: 3839.037354
	Iteration 77Q: 3 clusters Score -1.370883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 133733 members 
Entering Unmasked Estep 
Score: -13708828.000000 Penalty: 3839.037354
	Iteration 78Q: 3 clusters Score -1.370883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 133734 members 
Entering Unmasked Estep 
Score: -13708838.000000 Penalty: 3839.037354
	Iteration 79Q: 3 clusters Score -1.370884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 133737 members 
Entering Unmasked Estep 
Score: -13708836.000000 Penalty: 3839.037354
	Iteration 80F: 3 clusters Score -1.370884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 133741 members 
Entering Unmasked Estep 
Score: -13708832.000000 Penalty: 3839.037354
	Iteration 81Q: 3 clusters Score -1.370883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 133746 members 
Entering Unmasked Estep 
Score: -13708823.000000 Penalty: 3839.037354
	Iteration 82Q: 3 clusters Score -1.370882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 133749 members 
Entering Unmasked Estep 
Score: -13708824.000000 Penalty: 3839.037354
	Iteration 83Q: 3 clusters Score -1.370882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 133755 members 
Entering Unmasked Estep 
Score: -13708819.000000 Penalty: 3839.037354
	Iteration 84Q: 3 clusters Score -1.370882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 133764 members 
Entering Unmasked Estep 
Score: -13708822.000000 Penalty: 3839.037354
	Iteration 85Q: 3 clusters Score -1.370882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 133766 members 
Entering Unmasked Estep 
Score: -13708824.000000 Penalty: 3839.037354
	Iteration 86Q: 3 clusters Score -1.370882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 133768 members 
Entering Unmasked Estep 
Score: -13708824.000000 Penalty: 3839.037354
	Iteration 87Q: 3 clusters Score -1.370882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 133769 members 
Entering Unmasked Estep 
Score: -13708836.000000 Penalty: 3839.037354
	Iteration 88Q: 3 clusters Score -1.370884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 133773 members 
Entering Unmasked Estep 
Score: -13708835.000000 Penalty: 3839.037354
	Iteration 89Q: 3 clusters Score -1.370884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 133773 members 
Entering Unmasked Estep 
Score: -13708839.000000 Penalty: 3839.037354
	Iteration 90Q: 3 clusters Score -1.370884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 133776 members 
Entering Unmasked Estep 
Score: -13708838.000000 Penalty: 3839.037354
	Iteration 91Q: 3 clusters Score -1.370884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 133782 members 
Entering Unmasked Estep 
Score: -13708847.000000 Penalty: 3839.037354
	Iteration 92Q: 3 clusters Score -1.370885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 133789 members 
Entering Unmasked Estep 
Score: -13708848.000000 Penalty: 3839.037354
	Iteration 93Q: 3 clusters Score -1.370885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 133792 members 
Entering Unmasked Estep 
Score: -13708845.000000 Penalty: 3839.037354
	Iteration 94Q: 3 clusters Score -1.370884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 133797 members 
Entering Unmasked Estep 
Score: -13708856.000000 Penalty: 3839.037354
	Iteration 95Q: 3 clusters Score -1.370886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 133800 members 
Entering Unmasked Estep 
Score: -13708848.000000 Penalty: 3839.037354
	Iteration 96Q: 3 clusters Score -1.370885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 133803 members 
Entering Unmasked Estep 
Score: -13708842.000000 Penalty: 3839.037354
	Iteration 97Q: 3 clusters Score -1.370884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 133803 members 
Entering Unmasked Estep 
Score: -13708838.000000 Penalty: 3839.037354
	Iteration 98Q: 3 clusters Score -1.370884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 133803 members 
Entering Unmasked Estep 
Score: -13708838.000000 Penalty: 3839.037354
	Iteration 99F: 3 clusters Score -1.370884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Entering Unmasked Estep 
Score: -3593713.250000 Penalty: 1701.659546
	Iteration 0F: 2 clusters Score -3593713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -3570148.500000 Penalty: 3403.319092
	Iteration 0F: 3 clusters Score -3570148 nChanged 16359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3579501.250000 Penalty: 3403.319092
	Iteration 1F: 3 clusters Score -3579501 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -3580223.750000 Penalty: 3403.319092
	Iteration 2Q: 3 clusters Score -3580224 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -3581317.750000 Penalty: 3403.319092
	Iteration 3F: 3 clusters Score -3581318 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -3582963.250000 Penalty: 3403.319092
	Iteration 4F: 3 clusters Score -3582963 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -3585189.000000 Penalty: 3403.319092
	Iteration 5F: 3 clusters Score -3585189 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -3587584.500000 Penalty: 3403.319092
	Iteration 6F: 3 clusters Score -3587584 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3589443.500000 Penalty: 3403.319092
	Iteration 7F: 3 clusters Score -3589444 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3590663.500000 Penalty: 3403.319092
	Iteration 8Q: 3 clusters Score -3590664 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3591339.750000 Penalty: 3403.319092
	Iteration 9Q: 3 clusters Score -3591340 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3591698.250000 Penalty: 3403.319092
	Iteration 10Q: 3 clusters Score -3591698 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3591908.250000 Penalty: 3403.319092
	Iteration 11Q: 3 clusters Score -3591908 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3591991.250000 Penalty: 3403.319092
	Iteration 12Q: 3 clusters Score -3591991 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3592042.500000 Penalty: 3403.319092
	Iteration 13Q: 3 clusters Score -3592042 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3592077.500000 Penalty: 3403.319092
	Iteration 14Q: 3 clusters Score -3592078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3592115.750000 Penalty: 3403.319092
	Iteration 15Q: 3 clusters Score -3592116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3592135.250000 Penalty: 3403.319092
	Iteration 16Q: 3 clusters Score -3592135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3592150.250000 Penalty: 3403.319092
	Iteration 17Q: 3 clusters Score -3592150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3592158.500000 Penalty: 3403.319092
	Iteration 18Q: 3 clusters Score -3592158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3592170.750000 Penalty: 3403.319092
	Iteration 19Q: 3 clusters Score -3592171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3592188.500000 Penalty: 3403.319092
	Iteration 20F: 3 clusters Score -3592188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3592201.750000 Penalty: 3403.319092
	Iteration 21Q: 3 clusters Score -3592202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3592203.500000 Penalty: 3403.319092
	Iteration 22Q: 3 clusters Score -3592204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3592211.500000 Penalty: 3403.319092
	Iteration 23Q: 3 clusters Score -3592212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3592227.750000 Penalty: 3403.319092
	Iteration 24Q: 3 clusters Score -3592228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3592239.000000 Penalty: 3403.319092
	Iteration 25Q: 3 clusters Score -3592239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3592243.750000 Penalty: 3403.319092
	Iteration 26Q: 3 clusters Score -3592244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3592263.750000 Penalty: 3403.319092
	Iteration 27Q: 3 clusters Score -3592264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3592272.750000 Penalty: 3403.319092
	Iteration 28Q: 3 clusters Score -3592273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3592281.500000 Penalty: 3403.319092
	Iteration 29Q: 3 clusters Score -3592282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3592284.250000 Penalty: 3403.319092
	Iteration 30Q: 3 clusters Score -3592284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3592291.000000 Penalty: 3403.319092
	Iteration 31Q: 3 clusters Score -3592291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3592290.500000 Penalty: 3403.319092
	Iteration 32Q: 3 clusters Score -3592290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3592292.750000 Penalty: 3403.319092
	Iteration 33Q: 3 clusters Score -3592293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3592292.250000 Penalty: 3403.319092
	Iteration 34Q: 3 clusters Score -3592292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3592292.250000 Penalty: 3403.319092
	Iteration 35F: 3 clusters Score -3592292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Entering Unmasked Estep 
Score: -772406.437500 Penalty: 1451.870361
	Iteration 0F: 2 clusters Score -772406.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -766760.375000 Penalty: 2903.740723
	Iteration 0F: 3 clusters Score -766760.4 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -768538.812500 Penalty: 2903.740723
	Iteration 1F: 3 clusters Score -768538.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -768798.687500 Penalty: 2903.740723
	Iteration 2F: 3 clusters Score -768798.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -769024.500000 Penalty: 2903.740723
	Iteration 3F: 3 clusters Score -769024.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -769226.500000 Penalty: 2903.740723
	Iteration 4F: 3 clusters Score -769226.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -769425.687500 Penalty: 2903.740723
	Iteration 5Q: 3 clusters Score -769425.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -769639.875000 Penalty: 2903.740723
	Iteration 6Q: 3 clusters Score -769639.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -769875.375000 Penalty: 2903.740723
	Iteration 7F: 3 clusters Score -769875.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -770090.750000 Penalty: 2903.740723
	Iteration 8Q: 3 clusters Score -770090.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -770333.812500 Penalty: 2903.740723
	Iteration 9Q: 3 clusters Score -770333.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -770557.500000 Penalty: 2903.740723
	Iteration 10Q: 3 clusters Score -770557.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -770758.375000 Penalty: 2903.740723
	Iteration 11Q: 3 clusters Score -770758.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -770907.437500 Penalty: 2903.740723
	Iteration 12Q: 3 clusters Score -770907.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -771028.562500 Penalty: 2903.740723
	Iteration 13Q: 3 clusters Score -771028.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -771116.812500 Penalty: 2903.740723
	Iteration 14Q: 3 clusters Score -771116.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -771182.687500 Penalty: 2903.740723
	Iteration 15Q: 3 clusters Score -771182.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -771223.312500 Penalty: 2903.740723
	Iteration 16Q: 3 clusters Score -771223.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -771243.812500 Penalty: 2903.740723
	Iteration 17Q: 3 clusters Score -771243.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -771260.500000 Penalty: 2903.740723
	Iteration 18Q: 3 clusters Score -771260.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -771271.937500 Penalty: 2903.740723
	Iteration 19Q: 3 clusters Score -771271.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -771282.312500 Penalty: 2903.740723
	Iteration 20F: 3 clusters Score -771282.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -771292.375000 Penalty: 2903.740723
	Iteration 21Q: 3 clusters Score -771292.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -771299.437500 Penalty: 2903.740723
	Iteration 22Q: 3 clusters Score -771299.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -771301.937500 Penalty: 2903.740723
	Iteration 23Q: 3 clusters Score -771301.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -771307.687500 Penalty: 2903.740723
	Iteration 24Q: 3 clusters Score -771307.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -771308.687500 Penalty: 2903.740723
	Iteration 25Q: 3 clusters Score -771308.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -771310.875000 Penalty: 2903.740723
	Iteration 26Q: 3 clusters Score -771310.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -771313.875000 Penalty: 2903.740723
	Iteration 27Q: 3 clusters Score -771313.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -771316.437500 Penalty: 2903.740723
	Iteration 28Q: 3 clusters Score -771316.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -771318.187500 Penalty: 2903.740723
	Iteration 29Q: 3 clusters Score -771318.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -771321.250000 Penalty: 2903.740723
	Iteration 30Q: 3 clusters Score -771321.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -771321.000000 Penalty: 2903.740723
	Iteration 31Q: 3 clusters Score -771321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -771323.812500 Penalty: 2903.740723
	Iteration 32Q: 3 clusters Score -771323.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -771323.625000 Penalty: 2903.740723
	Iteration 33Q: 3 clusters Score -771323.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -771324.312500 Penalty: 2903.740723
	Iteration 34Q: 3 clusters Score -771324.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -771324.437500 Penalty: 2903.740723
	Iteration 35Q: 3 clusters Score -771324.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -771323.062500 Penalty: 2903.740723
	Iteration 36Q: 3 clusters Score -771323.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -771323.062500 Penalty: 2903.740723
	Iteration 37F: 3 clusters Score -771323.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -361451.125000 Penalty: 1342.875366
	Iteration 0F: 2 clusters Score -361451.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -358214.187500 Penalty: 2685.750732
	Iteration 0F: 3 clusters Score -358214.2 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -359079.500000 Penalty: 2685.750732
	Iteration 1F: 3 clusters Score -359079.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -359289.843750 Penalty: 2685.750732
	Iteration 2F: 3 clusters Score -359289.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -359431.062500 Penalty: 2685.750732
	Iteration 3F: 3 clusters Score -359431.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -359546.875000 Penalty: 2685.750732
	Iteration 4Q: 3 clusters Score -359546.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -359644.156250 Penalty: 2685.750732
	Iteration 5Q: 3 clusters Score -359644.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -359753.937500 Penalty: 2685.750732
	Iteration 6Q: 3 clusters Score -359753.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -359875.593750 Penalty: 2685.750732
	Iteration 7Q: 3 clusters Score -359875.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -360029.843750 Penalty: 2685.750732
	Iteration 8Q: 3 clusters Score -360029.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -360207.531250 Penalty: 2685.750732
	Iteration 9Q: 3 clusters Score -360207.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -360400.937500 Penalty: 2685.750732
	Iteration 10Q: 3 clusters Score -360400.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -360587.531250 Penalty: 2685.750732
	Iteration 11Q: 3 clusters Score -360587.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -360711.000000 Penalty: 2685.750732
	Iteration 12Q: 3 clusters Score -360711 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -360784.500000 Penalty: 2685.750732
	Iteration 13Q: 3 clusters Score -360784.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -360857.250000 Penalty: 2685.750732
	Iteration 14Q: 3 clusters Score -360857.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -360891.531250 Penalty: 2685.750732
	Iteration 15Q: 3 clusters Score -360891.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -360918.406250 Penalty: 2685.750732
	Iteration 16Q: 3 clusters Score -360918.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -360928.312500 Penalty: 2685.750732
	Iteration 17Q: 3 clusters Score -360928.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -360946.625000 Penalty: 2685.750732
	Iteration 18Q: 3 clusters Score -360946.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -360952.812500 Penalty: 2685.750732
	Iteration 19Q: 3 clusters Score -360952.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -361044.656250 Penalty: 2685.750732
	Iteration 20F: 3 clusters Score -361044.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -361117.500000 Penalty: 2685.750732
	Iteration 21Q: 3 clusters Score -361117.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -361153.500000 Penalty: 2685.750732
	Iteration 22Q: 3 clusters Score -361153.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -361169.156250 Penalty: 2685.750732
	Iteration 23Q: 3 clusters Score -361169.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -361180.437500 Penalty: 2685.750732
	Iteration 24Q: 3 clusters Score -361180.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -361187.000000 Penalty: 2685.750732
	Iteration 25Q: 3 clusters Score -361187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -361190.437500 Penalty: 2685.750732
	Iteration 26Q: 3 clusters Score -361190.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -361192.531250 Penalty: 2685.750732
	Iteration 27Q: 3 clusters Score -361192.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -361196.375000 Penalty: 2685.750732
	Iteration 28Q: 3 clusters Score -361196.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -361199.218750 Penalty: 2685.750732
	Iteration 29Q: 3 clusters Score -361199.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -361202.031250 Penalty: 2685.750732
	Iteration 30Q: 3 clusters Score -361202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -361204.125000 Penalty: 2685.750732
	Iteration 31Q: 3 clusters Score -361204.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -361204.812500 Penalty: 2685.750732
	Iteration 32Q: 3 clusters Score -361204.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -361206.468750 Penalty: 2685.750732
	Iteration 33Q: 3 clusters Score -361206.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -361207.343750 Penalty: 2685.750732
	Iteration 34Q: 3 clusters Score -361207.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -361210.906250 Penalty: 2685.750732
	Iteration 35F: 3 clusters Score -361210.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -361219.125000 Penalty: 2685.750732
	Iteration 36Q: 3 clusters Score -361219.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -361219.906250 Penalty: 2685.750732
	Iteration 37Q: 3 clusters Score -361219.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -361221.375000 Penalty: 2685.750732
	Iteration 38Q: 3 clusters Score -361221.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -361222.281250 Penalty: 2685.750732
	Iteration 39Q: 3 clusters Score -361222.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -361222.375000 Penalty: 2685.750732
	Iteration 40F: 3 clusters Score -361222.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (153698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153698 members 
Entering Unmasked Estep 
Score: -15629495.000000 Penalty: 1940.696045
	Iteration 0F: 2 clusters Score -1.56295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 77229 members 
Entering Unmasked Estep 
Score: -15527465.000000 Penalty: 3881.392090
	Iteration 0F: 3 clusters Score -1.552746e+07 nChanged 74426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70627 members 
Mstep: Class 2 contains 83071 members 
Entering Unmasked Estep 
Score: -15571312.000000 Penalty: 3881.392090
	Iteration 1F: 3 clusters Score -1.557131e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66709 members 
Mstep: Class 2 contains 86989 members 
Entering Unmasked Estep 
Score: -15572663.000000 Penalty: 3881.392090
	Iteration 2Q: 3 clusters Score -1.557266e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60648 members 
Mstep: Class 2 contains 93050 members 
Entering Unmasked Estep 
Score: -15575229.000000 Penalty: 3881.392090
	Iteration 3Q: 3 clusters Score -1.557523e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 102300 members 
Entering Unmasked Estep 
Score: -15580422.000000 Penalty: 3881.392090
	Iteration 4F: 3 clusters Score -1.558042e+07 nChanged 13007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 115297 members 
Entering Unmasked Estep 
Score: -15590456.000000 Penalty: 3881.392090
	Iteration 5F: 3 clusters Score -1.559046e+07 nChanged 15355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 130652 members 
Entering Unmasked Estep 
Score: -15604931.000000 Penalty: 3881.392090
	Iteration 6F: 3 clusters Score -1.560493e+07 nChanged 13191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 143843 members 
Entering Unmasked Estep 
Score: -15618447.000000 Penalty: 3881.392090
	Iteration 7F: 3 clusters Score -1.561845e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 150882 members 
Entering Unmasked Estep 
Score: -15625231.000000 Penalty: 3881.392090
	Iteration 8Q: 3 clusters Score -1.562523e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 152987 members 
Entering Unmasked Estep 
Score: -15627159.000000 Penalty: 3881.392090
	Iteration 9Q: 3 clusters Score -1.562716e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 153450 members 
Entering Unmasked Estep 
Score: -15627597.000000 Penalty: 3881.392090
	Iteration 10Q: 3 clusters Score -1.56276e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 153537 members 
Entering Unmasked Estep 
Score: -15627708.000000 Penalty: 3881.392090
	Iteration 11Q: 3 clusters Score -1.562771e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 153552 members 
Entering Unmasked Estep 
Score: -15627758.000000 Penalty: 3881.392090
	Iteration 12Q: 3 clusters Score -1.562776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 153556 members 
Entering Unmasked Estep 
Score: -15627772.000000 Penalty: 3881.392090
	Iteration 13Q: 3 clusters Score -1.562777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 153561 members 
Entering Unmasked Estep 
Score: -15627793.000000 Penalty: 3881.392090
	Iteration 14Q: 3 clusters Score -1.562779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 153562 members 
Entering Unmasked Estep 
Score: -15627801.000000 Penalty: 3881.392090
	Iteration 15Q: 3 clusters Score -1.56278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 153564 members 
Entering Unmasked Estep 
Score: -15627804.000000 Penalty: 3881.392090
	Iteration 16Q: 3 clusters Score -1.56278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 153564 members 
Entering Unmasked Estep 
Score: -15627804.000000 Penalty: 3881.392090
	Iteration 17F: 3 clusters Score -1.56278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -301461.968750 Penalty: 1297.475220
	Iteration 0F: 2 clusters Score -301462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -298778.437500 Penalty: 2594.950439
	Iteration 0F: 3 clusters Score -298778.4 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -299393.031250 Penalty: 2594.950439
	Iteration 1F: 3 clusters Score -299393 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -299509.375000 Penalty: 2594.950439
	Iteration 2F: 3 clusters Score -299509.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -299620.656250 Penalty: 2594.950439
	Iteration 3F: 3 clusters Score -299620.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -299741.500000 Penalty: 2594.950439
	Iteration 4F: 3 clusters Score -299741.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -299899.593750 Penalty: 2594.950439
	Iteration 5F: 3 clusters Score -299899.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -300087.593750 Penalty: 2594.950439
	Iteration 6F: 3 clusters Score -300087.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -300288.125000 Penalty: 2594.950439
	Iteration 7F: 3 clusters Score -300288.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -300459.093750 Penalty: 2594.950439
	Iteration 8F: 3 clusters Score -300459.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -300574.031250 Penalty: 2594.950439
	Iteration 9Q: 3 clusters Score -300574 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -300642.468750 Penalty: 2594.950439
	Iteration 10Q: 3 clusters Score -300642.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -300695.812500 Penalty: 2594.950439
	Iteration 11Q: 3 clusters Score -300695.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -300740.937500 Penalty: 2594.950439
	Iteration 12Q: 3 clusters Score -300740.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -300766.375000 Penalty: 2594.950439
	Iteration 13Q: 3 clusters Score -300766.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -300782.875000 Penalty: 2594.950439
	Iteration 14Q: 3 clusters Score -300782.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -300794.156250 Penalty: 2594.950439
	Iteration 15Q: 3 clusters Score -300794.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -300798.875000 Penalty: 2594.950439
	Iteration 16Q: 3 clusters Score -300798.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -300802.500000 Penalty: 2594.950439
	Iteration 17Q: 3 clusters Score -300802.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -300805.906250 Penalty: 2594.950439
	Iteration 18Q: 3 clusters Score -300805.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -300807.000000 Penalty: 2594.950439
	Iteration 19Q: 3 clusters Score -300807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -300807.000000 Penalty: 2594.950439
	Iteration 20F: 3 clusters Score -300807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (164317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164317 members 
Entering Unmasked Estep 
Score: -16555652.000000 Penalty: 1951.552368
	Iteration 0F: 2 clusters Score -1.655565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 82406 members 
Entering Unmasked Estep 
Score: -16449179.000000 Penalty: 3903.104736
	Iteration 0F: 3 clusters Score -1.644918e+07 nChanged 79659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77480 members 
Mstep: Class 2 contains 86837 members 
Entering Unmasked Estep 
Score: -16496039.000000 Penalty: 3903.104736
	Iteration 1F: 3 clusters Score -1.649604e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74683 members 
Mstep: Class 2 contains 89634 members 
Entering Unmasked Estep 
Score: -16496834.000000 Penalty: 3903.104736
	Iteration 2Q: 3 clusters Score -1.649683e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70302 members 
Mstep: Class 2 contains 94015 members 
Entering Unmasked Estep 
Score: -16498128.000000 Penalty: 3903.104736
	Iteration 3Q: 3 clusters Score -1.649813e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 100674 members 
Entering Unmasked Estep 
Score: -16500788.000000 Penalty: 3903.104736
	Iteration 4Q: 3 clusters Score -1.650079e+07 nChanged 10222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 110714 members 
Entering Unmasked Estep 
Score: -16506403.000000 Penalty: 3903.104736
	Iteration 5F: 3 clusters Score -1.65064e+07 nChanged 13622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 124198 members 
Entering Unmasked Estep 
Score: -16516431.000000 Penalty: 3903.104736
	Iteration 6F: 3 clusters Score -1.651643e+07 nChanged 15240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 139350 members 
Entering Unmasked Estep 
Score: -16530529.000000 Penalty: 3903.104736
	Iteration 7F: 3 clusters Score -1.653053e+07 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 151940 members 
Entering Unmasked Estep 
Score: -16545148.000000 Penalty: 3903.104736
	Iteration 8F: 3 clusters Score -1.654515e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 159892 members 
Entering Unmasked Estep 
Score: -16552152.000000 Penalty: 3903.104736
	Iteration 9Q: 3 clusters Score -1.655215e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 163106 members 
Entering Unmasked Estep 
Score: -16553655.000000 Penalty: 3903.104736
	Iteration 10Q: 3 clusters Score -1.655366e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 163922 members 
Entering Unmasked Estep 
Score: -16553796.000000 Penalty: 3903.104736
	Iteration 11Q: 3 clusters Score -1.65538e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 164101 members 
Entering Unmasked Estep 
Score: -16553899.000000 Penalty: 3903.104736
	Iteration 12Q: 3 clusters Score -1.65539e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 164154 members 
Entering Unmasked Estep 
Score: -16553951.000000 Penalty: 3903.104736
	Iteration 13Q: 3 clusters Score -1.655395e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 164163 members 
Entering Unmasked Estep 
Score: -16553963.000000 Penalty: 3903.104736
	Iteration 14Q: 3 clusters Score -1.655396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 164171 members 
Entering Unmasked Estep 
Score: -16553986.000000 Penalty: 3903.104736
	Iteration 15Q: 3 clusters Score -1.655399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 164175 members 
Entering Unmasked Estep 
Score: -16554001.000000 Penalty: 3903.104736
	Iteration 16Q: 3 clusters Score -1.6554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 164177 members 
Entering Unmasked Estep 
Score: -16554015.000000 Penalty: 3903.104736
	Iteration 17Q: 3 clusters Score -1.655402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 164176 members 
Entering Unmasked Estep 
Score: -16554012.000000 Penalty: 3903.104736
	Iteration 18Q: 3 clusters Score -1.655401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 164176 members 
Entering Unmasked Estep 
Score: -16554012.000000 Penalty: 3903.104736
	Iteration 19F: 3 clusters Score -1.655401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (199140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199140 members 
Entering Unmasked Estep 
Score: -20363234.000000 Penalty: 1982.786499
	Iteration 0F: 2 clusters Score -2.036323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99461 members 
Mstep: Class 2 contains 99679 members 
Entering Unmasked Estep 
Score: -20245752.000000 Penalty: 3965.572998
	Iteration 0F: 3 clusters Score -2.024575e+07 nChanged 96812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94449 members 
Mstep: Class 2 contains 104691 members 
Entering Unmasked Estep 
Score: -20305494.000000 Penalty: 3965.572998
	Iteration 1F: 3 clusters Score -2.030549e+07 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90367 members 
Mstep: Class 2 contains 108773 members 
Entering Unmasked Estep 
Score: -20309444.000000 Penalty: 3965.572998
	Iteration 2Q: 3 clusters Score -2.030944e+07 nChanged 11847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83980 members 
Mstep: Class 2 contains 115160 members 
Entering Unmasked Estep 
Score: -20315338.000000 Penalty: 3965.572998
	Iteration 3F: 3 clusters Score -2.031534e+07 nChanged 14244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75610 members 
Mstep: Class 2 contains 123530 members 
Entering Unmasked Estep 
Score: -20324138.000000 Penalty: 3965.572998
	Iteration 4F: 3 clusters Score -2.032414e+07 nChanged 14907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 132199 members 
Entering Unmasked Estep 
Score: -20334556.000000 Penalty: 3965.572998
	Iteration 5F: 3 clusters Score -2.033456e+07 nChanged 13487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 138742 members 
Entering Unmasked Estep 
Score: -20346140.000000 Penalty: 3965.572998
	Iteration 6F: 3 clusters Score -2.034614e+07 nChanged 10951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 142225 members 
Entering Unmasked Estep 
Score: -20354178.000000 Penalty: 3965.572998
	Iteration 7F: 3 clusters Score -2.035418e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54685 members 
Mstep: Class 2 contains 144455 members 
Entering Unmasked Estep 
Score: -20357726.000000 Penalty: 3965.572998
	Iteration 8Q: 3 clusters Score -2.035773e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 146757 members 
Entering Unmasked Estep 
Score: -20359682.000000 Penalty: 3965.572998
	Iteration 9Q: 3 clusters Score -2.035968e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 149559 members 
Entering Unmasked Estep 
Score: -20361342.000000 Penalty: 3965.572998
	Iteration 10Q: 3 clusters Score -2.036134e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 152975 members 
Entering Unmasked Estep 
Score: -20362696.000000 Penalty: 3965.572998
	Iteration 11Q: 3 clusters Score -2.03627e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 157235 members 
Entering Unmasked Estep 
Score: -20363326.000000 Penalty: 3965.572998
	Iteration 12Q: 3 clusters Score -2.036333e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 161927 members 
Entering Unmasked Estep 
Score: -20363474.000000 Penalty: 3965.572998
	Iteration 13Q: 3 clusters Score -2.036347e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 167061 members 
Entering Unmasked Estep 
Score: -20363124.000000 Penalty: 3965.572998
	Iteration 14Q: 3 clusters Score -2.036312e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 172292 members 
Entering Unmasked Estep 
Score: -20362726.000000 Penalty: 3965.572998
	Iteration 15Q: 3 clusters Score -2.036273e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 177363 members 
Entering Unmasked Estep 
Score: -20362214.000000 Penalty: 3965.572998
	Iteration 16Q: 3 clusters Score -2.036221e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 182009 members 
Entering Unmasked Estep 
Score: -20361998.000000 Penalty: 3965.572998
	Iteration 17Q: 3 clusters Score -2.0362e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 185952 members 
Entering Unmasked Estep 
Score: -20361806.000000 Penalty: 3965.572998
	Iteration 18Q: 3 clusters Score -2.036181e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 189108 members 
Entering Unmasked Estep 
Score: -20361644.000000 Penalty: 3965.572998
	Iteration 19Q: 3 clusters Score -2.036164e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 191429 members 
Entering Unmasked Estep 
Score: -20361894.000000 Penalty: 3965.572998
	Iteration 20F: 3 clusters Score -2.036189e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 193729 members 
Entering Unmasked Estep 
Score: -20362058.000000 Penalty: 3965.572998
	Iteration 21Q: 3 clusters Score -2.036206e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 195357 members 
Entering Unmasked Estep 
Score: -20362126.000000 Penalty: 3965.572998
	Iteration 22Q: 3 clusters Score -2.036213e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 196466 members 
Entering Unmasked Estep 
Score: -20362128.000000 Penalty: 3965.572998
	Iteration 23Q: 3 clusters Score -2.036213e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 197207 members 
Entering Unmasked Estep 
Score: -20362126.000000 Penalty: 3965.572998
	Iteration 24Q: 3 clusters Score -2.036213e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 197676 members 
Entering Unmasked Estep 
Score: -20362022.000000 Penalty: 3965.572998
	Iteration 25Q: 3 clusters Score -2.036202e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 197941 members 
Entering Unmasked Estep 
Score: -20361994.000000 Penalty: 3965.572998
	Iteration 26Q: 3 clusters Score -2.036199e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 198119 members 
Entering Unmasked Estep 
Score: -20361948.000000 Penalty: 3965.572998
	Iteration 27Q: 3 clusters Score -2.036195e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 198234 members 
Entering Unmasked Estep 
Score: -20361944.000000 Penalty: 3965.572998
	Iteration 28Q: 3 clusters Score -2.036194e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 198315 members 
Entering Unmasked Estep 
Score: -20361936.000000 Penalty: 3965.572998
	Iteration 29Q: 3 clusters Score -2.036194e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 198381 members 
Entering Unmasked Estep 
Score: -20361918.000000 Penalty: 3965.572998
	Iteration 30Q: 3 clusters Score -2.036192e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 198426 members 
Entering Unmasked Estep 
Score: -20361932.000000 Penalty: 3965.572998
	Iteration 31Q: 3 clusters Score -2.036193e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 198449 members 
Entering Unmasked Estep 
Score: -20361924.000000 Penalty: 3965.572998
	Iteration 32Q: 3 clusters Score -2.036192e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 198472 members 
Entering Unmasked Estep 
Score: -20361928.000000 Penalty: 3965.572998
	Iteration 33Q: 3 clusters Score -2.036193e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 198486 members 
Entering Unmasked Estep 
Score: -20361932.000000 Penalty: 3965.572998
	Iteration 34Q: 3 clusters Score -2.036193e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 198488 members 
Entering Unmasked Estep 
Score: -20361932.000000 Penalty: 3965.572998
	Iteration 35Q: 3 clusters Score -2.036193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 198494 members 
Entering Unmasked Estep 
Score: -20361936.000000 Penalty: 3965.572998
	Iteration 36Q: 3 clusters Score -2.036194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 198505 members 
Entering Unmasked Estep 
Score: -20361930.000000 Penalty: 3965.572998
	Iteration 37Q: 3 clusters Score -2.036193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 198512 members 
Entering Unmasked Estep 
Score: -20361954.000000 Penalty: 3965.572998
	Iteration 38Q: 3 clusters Score -2.036195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 198516 members 
Entering Unmasked Estep 
Score: -20361960.000000 Penalty: 3965.572998
	Iteration 39Q: 3 clusters Score -2.036196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 198523 members 
Entering Unmasked Estep 
Score: -20361966.000000 Penalty: 3965.572998
	Iteration 40F: 3 clusters Score -2.036197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 198532 members 
Entering Unmasked Estep 
Score: -20361958.000000 Penalty: 3965.572998
	Iteration 41Q: 3 clusters Score -2.036196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 198538 members 
Entering Unmasked Estep 
Score: -20361970.000000 Penalty: 3965.572998
	Iteration 42Q: 3 clusters Score -2.036197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 198543 members 
Entering Unmasked Estep 
Score: -20361952.000000 Penalty: 3965.572998
	Iteration 43Q: 3 clusters Score -2.036195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 198547 members 
Entering Unmasked Estep 
Score: -20361950.000000 Penalty: 3965.572998
	Iteration 44Q: 3 clusters Score -2.036195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 198548 members 
Entering Unmasked Estep 
Score: -20361940.000000 Penalty: 3965.572998
	Iteration 45Q: 3 clusters Score -2.036194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 198550 members 
Entering Unmasked Estep 
Score: -20361938.000000 Penalty: 3965.572998
	Iteration 46Q: 3 clusters Score -2.036194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 198553 members 
Entering Unmasked Estep 
Score: -20361946.000000 Penalty: 3965.572998
	Iteration 47Q: 3 clusters Score -2.036195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 198557 members 
Entering Unmasked Estep 
Score: -20361942.000000 Penalty: 3965.572998
	Iteration 48Q: 3 clusters Score -2.036194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 198561 members 
Entering Unmasked Estep 
Score: -20361956.000000 Penalty: 3965.572998
	Iteration 49Q: 3 clusters Score -2.036196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 198563 members 
Entering Unmasked Estep 
Score: -20361956.000000 Penalty: 3965.572998
	Iteration 50Q: 3 clusters Score -2.036196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 198567 members 
Entering Unmasked Estep 
Score: -20361942.000000 Penalty: 3965.572998
	Iteration 51Q: 3 clusters Score -2.036194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 198571 members 
Entering Unmasked Estep 
Score: -20361940.000000 Penalty: 3965.572998
	Iteration 52Q: 3 clusters Score -2.036194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 198572 members 
Entering Unmasked Estep 
Score: -20361932.000000 Penalty: 3965.572998
	Iteration 53Q: 3 clusters Score -2.036193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 198574 members 
Entering Unmasked Estep 
Score: -20361940.000000 Penalty: 3965.572998
	Iteration 54Q: 3 clusters Score -2.036194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 198574 members 
Entering Unmasked Estep 
Score: -20361940.000000 Penalty: 3965.572998
	Iteration 55F: 3 clusters Score -2.036194e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67544 members 
Entering Unmasked Estep 
Score: -6856409.500000 Penalty: 1807.086914
	Iteration 0F: 2 clusters Score -6856410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -6811165.000000 Penalty: 3614.173828
	Iteration 0F: 3 clusters Score -6811165 nChanged 32013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -6829806.000000 Penalty: 3614.173828
	Iteration 1F: 3 clusters Score -6829806 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -6830480.500000 Penalty: 3614.173828
	Iteration 2Q: 3 clusters Score -6830480 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -6831437.500000 Penalty: 3614.173828
	Iteration 3Q: 3 clusters Score -6831438 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -6832802.500000 Penalty: 3614.173828
	Iteration 4Q: 3 clusters Score -6832802 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -6835174.500000 Penalty: 3614.173828
	Iteration 5F: 3 clusters Score -6835174 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -6838715.500000 Penalty: 3614.173828
	Iteration 6F: 3 clusters Score -6838716 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -6843269.000000 Penalty: 3614.173828
	Iteration 7F: 3 clusters Score -6843269 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59622 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -6847839.000000 Penalty: 3614.173828
	Iteration 8F: 3 clusters Score -6847839 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63275 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -6851289.000000 Penalty: 3614.173828
	Iteration 9F: 3 clusters Score -6851289 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6853228.000000 Penalty: 3614.173828
	Iteration 10Q: 3 clusters Score -6853228 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6854135.000000 Penalty: 3614.173828
	Iteration 11Q: 3 clusters Score -6854135 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6854470.500000 Penalty: 3614.173828
	Iteration 12Q: 3 clusters Score -6854470 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67008 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6854636.000000 Penalty: 3614.173828
	Iteration 13Q: 3 clusters Score -6854636 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67097 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6854714.000000 Penalty: 3614.173828
	Iteration 14Q: 3 clusters Score -6854714 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6854756.500000 Penalty: 3614.173828
	Iteration 15Q: 3 clusters Score -6854756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67156 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6854791.500000 Penalty: 3614.173828
	Iteration 16Q: 3 clusters Score -6854792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67169 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6854804.000000 Penalty: 3614.173828
	Iteration 17Q: 3 clusters Score -6854804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67180 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6854809.500000 Penalty: 3614.173828
	Iteration 18Q: 3 clusters Score -6854810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67186 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6854819.500000 Penalty: 3614.173828
	Iteration 19Q: 3 clusters Score -6854820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6854816.000000 Penalty: 3614.173828
	Iteration 20F: 3 clusters Score -6854816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67190 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6854828.000000 Penalty: 3614.173828
	Iteration 21Q: 3 clusters Score -6854828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67193 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6854826.000000 Penalty: 3614.173828
	Iteration 22Q: 3 clusters Score -6854826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6854830.500000 Penalty: 3614.173828
	Iteration 23Q: 3 clusters Score -6854830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67197 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6854829.500000 Penalty: 3614.173828
	Iteration 24Q: 3 clusters Score -6854830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6854828.500000 Penalty: 3614.173828
	Iteration 25Q: 3 clusters Score -6854828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6854828.500000 Penalty: 3614.173828
	Iteration 26F: 3 clusters Score -6854828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Entering Unmasked Estep 
Score: -875226.625000 Penalty: 1469.542847
	Iteration 0F: 2 clusters Score -875226.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -869023.187500 Penalty: 2939.085693
	Iteration 0F: 3 clusters Score -869023.2 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -870972.312500 Penalty: 2939.085693
	Iteration 1F: 3 clusters Score -870972.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -871205.062500 Penalty: 2939.085693
	Iteration 2F: 3 clusters Score -871205.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -871410.062500 Penalty: 2939.085693
	Iteration 3F: 3 clusters Score -871410.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -871602.312500 Penalty: 2939.085693
	Iteration 4Q: 3 clusters Score -871602.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -871833.062500 Penalty: 2939.085693
	Iteration 5Q: 3 clusters Score -871833.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -872139.375000 Penalty: 2939.085693
	Iteration 6F: 3 clusters Score -872139.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -872456.437500 Penalty: 2939.085693
	Iteration 7F: 3 clusters Score -872456.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -872801.187500 Penalty: 2939.085693
	Iteration 8F: 3 clusters Score -872801.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -873132.437500 Penalty: 2939.085693
	Iteration 9F: 3 clusters Score -873132.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -873383.000000 Penalty: 2939.085693
	Iteration 10Q: 3 clusters Score -873383 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -873579.875000 Penalty: 2939.085693
	Iteration 11Q: 3 clusters Score -873579.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -873741.250000 Penalty: 2939.085693
	Iteration 12Q: 3 clusters Score -873741.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -873843.437500 Penalty: 2939.085693
	Iteration 13Q: 3 clusters Score -873843.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -873909.750000 Penalty: 2939.085693
	Iteration 14Q: 3 clusters Score -873909.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -873945.000000 Penalty: 2939.085693
	Iteration 15Q: 3 clusters Score -873945 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -873972.000000 Penalty: 2939.085693
	Iteration 16Q: 3 clusters Score -873972 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -874001.312500 Penalty: 2939.085693
	Iteration 17Q: 3 clusters Score -874001.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -874032.500000 Penalty: 2939.085693
	Iteration 18Q: 3 clusters Score -874032.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -874055.250000 Penalty: 2939.085693
	Iteration 19Q: 3 clusters Score -874055.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -874070.875000 Penalty: 2939.085693
	Iteration 20F: 3 clusters Score -874070.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -874082.937500 Penalty: 2939.085693
	Iteration 21Q: 3 clusters Score -874082.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -874094.687500 Penalty: 2939.085693
	Iteration 22Q: 3 clusters Score -874094.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -874107.187500 Penalty: 2939.085693
	Iteration 23Q: 3 clusters Score -874107.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -874117.812500 Penalty: 2939.085693
	Iteration 24Q: 3 clusters Score -874117.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -874127.375000 Penalty: 2939.085693
	Iteration 25Q: 3 clusters Score -874127.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -874130.625000 Penalty: 2939.085693
	Iteration 26Q: 3 clusters Score -874130.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -874134.312500 Penalty: 2939.085693
	Iteration 27Q: 3 clusters Score -874134.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -874135.750000 Penalty: 2939.085693
	Iteration 28Q: 3 clusters Score -874135.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -874136.562500 Penalty: 2939.085693
	Iteration 29Q: 3 clusters Score -874136.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -874136.875000 Penalty: 2939.085693
	Iteration 30Q: 3 clusters Score -874136.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -874136.875000 Penalty: 2939.085693
	Iteration 31Q: 3 clusters Score -874136.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -874137.250000 Penalty: 2939.085693
	Iteration 32Q: 3 clusters Score -874137.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -874137.812500 Penalty: 2939.085693
	Iteration 33Q: 3 clusters Score -874137.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -874137.500000 Penalty: 2939.085693
	Iteration 34Q: 3 clusters Score -874137.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -874137.500000 Penalty: 2939.085693
	Iteration 35F: 3 clusters Score -874137.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Entering Unmasked Estep 
Score: -263547.781250 Penalty: 1299.893188
	Iteration 0F: 2 clusters Score -263547.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -260887.000000 Penalty: 2599.786377
	Iteration 0F: 3 clusters Score -260887 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -261612.781250 Penalty: 2599.786377
	Iteration 1F: 3 clusters Score -261612.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -261840.015625 Penalty: 2599.786377
	Iteration 2F: 3 clusters Score -261840 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -261963.078125 Penalty: 2599.786377
	Iteration 3F: 3 clusters Score -261963.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -262034.156250 Penalty: 2599.786377
	Iteration 4Q: 3 clusters Score -262034.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -262089.140625 Penalty: 2599.786377
	Iteration 5Q: 3 clusters Score -262089.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -262120.515625 Penalty: 2599.786377
	Iteration 6Q: 3 clusters Score -262120.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -262146.125000 Penalty: 2599.786377
	Iteration 7Q: 3 clusters Score -262146.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -262173.312500 Penalty: 2599.786377
	Iteration 8Q: 3 clusters Score -262173.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -262191.375000 Penalty: 2599.786377
	Iteration 9Q: 3 clusters Score -262191.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -262206.687500 Penalty: 2599.786377
	Iteration 10Q: 3 clusters Score -262206.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -262219.312500 Penalty: 2599.786377
	Iteration 11Q: 3 clusters Score -262219.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -262232.343750 Penalty: 2599.786377
	Iteration 12Q: 3 clusters Score -262232.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -262251.000000 Penalty: 2599.786377
	Iteration 13Q: 3 clusters Score -262251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -262267.718750 Penalty: 2599.786377
	Iteration 14Q: 3 clusters Score -262267.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -262279.312500 Penalty: 2599.786377
	Iteration 15Q: 3 clusters Score -262279.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -262292.000000 Penalty: 2599.786377
	Iteration 16Q: 3 clusters Score -262292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -262299.937500 Penalty: 2599.786377
	Iteration 17Q: 3 clusters Score -262299.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -262307.656250 Penalty: 2599.786377
	Iteration 18Q: 3 clusters Score -262307.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -262313.593750 Penalty: 2599.786377
	Iteration 19Q: 3 clusters Score -262313.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -262320.125000 Penalty: 2599.786377
	Iteration 20F: 3 clusters Score -262320.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -262325.062500 Penalty: 2599.786377
	Iteration 21Q: 3 clusters Score -262325.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -262330.875000 Penalty: 2599.786377
	Iteration 22Q: 3 clusters Score -262330.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -262339.718750 Penalty: 2599.786377
	Iteration 23Q: 3 clusters Score -262339.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -262352.375000 Penalty: 2599.786377
	Iteration 24Q: 3 clusters Score -262352.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -262365.031250 Penalty: 2599.786377
	Iteration 25Q: 3 clusters Score -262365 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -262380.218750 Penalty: 2599.786377
	Iteration 26Q: 3 clusters Score -262380.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -262390.812500 Penalty: 2599.786377
	Iteration 27Q: 3 clusters Score -262390.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -262400.968750 Penalty: 2599.786377
	Iteration 28Q: 3 clusters Score -262401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -262410.750000 Penalty: 2599.786377
	Iteration 29Q: 3 clusters Score -262410.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -262421.718750 Penalty: 2599.786377
	Iteration 30Q: 3 clusters Score -262421.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -262431.125000 Penalty: 2599.786377
	Iteration 31Q: 3 clusters Score -262431.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -262441.031250 Penalty: 2599.786377
	Iteration 32Q: 3 clusters Score -262441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -262456.468750 Penalty: 2599.786377
	Iteration 33Q: 3 clusters Score -262456.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -262470.218750 Penalty: 2599.786377
	Iteration 34Q: 3 clusters Score -262470.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -262479.968750 Penalty: 2599.786377
	Iteration 35Q: 3 clusters Score -262480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -262491.875000 Penalty: 2599.786377
	Iteration 36Q: 3 clusters Score -262491.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -262501.656250 Penalty: 2599.786377
	Iteration 37Q: 3 clusters Score -262501.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -262517.375000 Penalty: 2599.786377
	Iteration 38Q: 3 clusters Score -262517.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -262527.281250 Penalty: 2599.786377
	Iteration 39Q: 3 clusters Score -262527.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -262536.312500 Penalty: 2599.786377
	Iteration 40F: 3 clusters Score -262536.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -262542.843750 Penalty: 2599.786377
	Iteration 41Q: 3 clusters Score -262542.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -262549.250000 Penalty: 2599.786377
	Iteration 42Q: 3 clusters Score -262549.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -262555.031250 Penalty: 2599.786377
	Iteration 43Q: 3 clusters Score -262555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -262560.968750 Penalty: 2599.786377
	Iteration 44Q: 3 clusters Score -262561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -262564.656250 Penalty: 2599.786377
	Iteration 45Q: 3 clusters Score -262564.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -262570.562500 Penalty: 2599.786377
	Iteration 46Q: 3 clusters Score -262570.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -262577.125000 Penalty: 2599.786377
	Iteration 47Q: 3 clusters Score -262577.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -262586.312500 Penalty: 2599.786377
	Iteration 48Q: 3 clusters Score -262586.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -262599.406250 Penalty: 2599.786377
	Iteration 49Q: 3 clusters Score -262599.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -262613.500000 Penalty: 2599.786377
	Iteration 50Q: 3 clusters Score -262613.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -262634.718750 Penalty: 2599.786377
	Iteration 51Q: 3 clusters Score -262634.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -262666.437500 Penalty: 2599.786377
	Iteration 52Q: 3 clusters Score -262666.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -262699.156250 Penalty: 2599.786377
	Iteration 53Q: 3 clusters Score -262699.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -262716.750000 Penalty: 2599.786377
	Iteration 54Q: 3 clusters Score -262716.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -262725.812500 Penalty: 2599.786377
	Iteration 55Q: 3 clusters Score -262725.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -262733.468750 Penalty: 2599.786377
	Iteration 56Q: 3 clusters Score -262733.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -262743.500000 Penalty: 2599.786377
	Iteration 57Q: 3 clusters Score -262743.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -262758.843750 Penalty: 2599.786377
	Iteration 58Q: 3 clusters Score -262758.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -262773.406250 Penalty: 2599.786377
	Iteration 59Q: 3 clusters Score -262773.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -262778.218750 Penalty: 2599.786377
	Iteration 60F: 3 clusters Score -262778.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -262782.875000 Penalty: 2599.786377
	Iteration 61Q: 3 clusters Score -262782.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -262784.656250 Penalty: 2599.786377
	Iteration 62Q: 3 clusters Score -262784.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -262786.031250 Penalty: 2599.786377
	Iteration 63Q: 3 clusters Score -262786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -262788.250000 Penalty: 2599.786377
	Iteration 64Q: 3 clusters Score -262788.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -262791.812500 Penalty: 2599.786377
	Iteration 65Q: 3 clusters Score -262791.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -262798.781250 Penalty: 2599.786377
	Iteration 66Q: 3 clusters Score -262798.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -262800.562500 Penalty: 2599.786377
	Iteration 67Q: 3 clusters Score -262800.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -262803.187500 Penalty: 2599.786377
	Iteration 68Q: 3 clusters Score -262803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -262805.343750 Penalty: 2599.786377
	Iteration 69Q: 3 clusters Score -262805.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -262808.281250 Penalty: 2599.786377
	Iteration 70Q: 3 clusters Score -262808.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -262808.281250 Penalty: 2599.786377
	Iteration 71F: 3 clusters Score -262808.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Entering Unmasked Estep 
Score: -6322616.500000 Penalty: 1793.685059
	Iteration 0F: 2 clusters Score -6322616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -6280882.500000 Penalty: 3587.370117
	Iteration 0F: 3 clusters Score -6280882 nChanged 29523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -6297815.000000 Penalty: 3587.370117
	Iteration 1F: 3 clusters Score -6297815 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -6298440.500000 Penalty: 3587.370117
	Iteration 2Q: 3 clusters Score -6298440 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -6299064.500000 Penalty: 3587.370117
	Iteration 3Q: 3 clusters Score -6299064 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -6299924.500000 Penalty: 3587.370117
	Iteration 4Q: 3 clusters Score -6299924 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -6300958.500000 Penalty: 3587.370117
	Iteration 5Q: 3 clusters Score -6300958 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -6302216.500000 Penalty: 3587.370117
	Iteration 6Q: 3 clusters Score -6302216 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -6303780.000000 Penalty: 3587.370117
	Iteration 7Q: 3 clusters Score -6303780 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -6305581.500000 Penalty: 3587.370117
	Iteration 8F: 3 clusters Score -6305582 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -6307704.500000 Penalty: 3587.370117
	Iteration 9F: 3 clusters Score -6307704 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -6309977.500000 Penalty: 3587.370117
	Iteration 10F: 3 clusters Score -6309978 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -6312514.000000 Penalty: 3587.370117
	Iteration 11F: 3 clusters Score -6312514 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -6315136.500000 Penalty: 3587.370117
	Iteration 12F: 3 clusters Score -6315136 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -6317363.500000 Penalty: 3587.370117
	Iteration 13Q: 3 clusters Score -6317364 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -6318922.000000 Penalty: 3587.370117
	Iteration 14Q: 3 clusters Score -6318922 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60547 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6319893.500000 Penalty: 3587.370117
	Iteration 15Q: 3 clusters Score -6319894 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61245 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6320420.500000 Penalty: 3587.370117
	Iteration 16Q: 3 clusters Score -6320420 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6320714.500000 Penalty: 3587.370117
	Iteration 17Q: 3 clusters Score -6320714 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6320864.500000 Penalty: 3587.370117
	Iteration 18Q: 3 clusters Score -6320864 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6320954.500000 Penalty: 3587.370117
	Iteration 19Q: 3 clusters Score -6320954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61873 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6320997.000000 Penalty: 3587.370117
	Iteration 20F: 3 clusters Score -6320997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61888 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6321013.500000 Penalty: 3587.370117
	Iteration 21Q: 3 clusters Score -6321014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61902 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6321029.500000 Penalty: 3587.370117
	Iteration 22Q: 3 clusters Score -6321030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6321050.500000 Penalty: 3587.370117
	Iteration 23Q: 3 clusters Score -6321050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61933 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6321066.500000 Penalty: 3587.370117
	Iteration 24Q: 3 clusters Score -6321066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6321079.500000 Penalty: 3587.370117
	Iteration 25Q: 3 clusters Score -6321080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61948 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6321091.000000 Penalty: 3587.370117
	Iteration 26Q: 3 clusters Score -6321091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61955 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6321104.500000 Penalty: 3587.370117
	Iteration 27Q: 3 clusters Score -6321104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61954 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6321103.500000 Penalty: 3587.370117
	Iteration 28Q: 3 clusters Score -6321104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6321109.000000 Penalty: 3587.370117
	Iteration 29Q: 3 clusters Score -6321109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61958 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -6321111.000000 Penalty: 3587.370117
	Iteration 30Q: 3 clusters Score -6321111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61959 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6321113.500000 Penalty: 3587.370117
	Iteration 31Q: 3 clusters Score -6321114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61959 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6321115.500000 Penalty: 3587.370117
	Iteration 32Q: 3 clusters Score -6321116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61960 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6321116.500000 Penalty: 3587.370117
	Iteration 33Q: 3 clusters Score -6321116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61960 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6321116.500000 Penalty: 3587.370117
	Iteration 34F: 3 clusters Score -6321116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (223854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223854 members 
Entering Unmasked Estep 
Score: -22883102.000000 Penalty: 2001.796753
	Iteration 0F: 2 clusters Score -2.28831e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111721 members 
Mstep: Class 2 contains 112133 members 
Entering Unmasked Estep 
Score: -22770378.000000 Penalty: 4003.593506
	Iteration 0F: 3 clusters Score -2.277038e+07 nChanged 108818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105313 members 
Mstep: Class 2 contains 118541 members 
Entering Unmasked Estep 
Score: -22835082.000000 Penalty: 4003.593506
	Iteration 1F: 3 clusters Score -2.283508e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102019 members 
Mstep: Class 2 contains 121835 members 
Entering Unmasked Estep 
Score: -22836930.000000 Penalty: 4003.593506
	Iteration 2Q: 3 clusters Score -2.283693e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 126707 members 
Entering Unmasked Estep 
Score: -22839318.000000 Penalty: 4003.593506
	Iteration 3Q: 3 clusters Score -2.283932e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90244 members 
Mstep: Class 2 contains 133610 members 
Entering Unmasked Estep 
Score: -22843374.000000 Penalty: 4003.593506
	Iteration 4Q: 3 clusters Score -2.284337e+07 nChanged 12111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81213 members 
Mstep: Class 2 contains 142641 members 
Entering Unmasked Estep 
Score: -22849422.000000 Penalty: 4003.593506
	Iteration 5F: 3 clusters Score -2.284942e+07 nChanged 13548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70739 members 
Mstep: Class 2 contains 153115 members 
Entering Unmasked Estep 
Score: -22857080.000000 Penalty: 4003.593506
	Iteration 6F: 3 clusters Score -2.285708e+07 nChanged 13797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 162296 members 
Entering Unmasked Estep 
Score: -22866110.000000 Penalty: 4003.593506
	Iteration 7F: 3 clusters Score -2.286611e+07 nChanged 12486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 167684 members 
Entering Unmasked Estep 
Score: -22874386.000000 Penalty: 4003.593506
	Iteration 8F: 3 clusters Score -2.287439e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 169413 members 
Entering Unmasked Estep 
Score: -22879246.000000 Penalty: 4003.593506
	Iteration 9Q: 3 clusters Score -2.287925e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 169789 members 
Entering Unmasked Estep 
Score: -22880840.000000 Penalty: 4003.593506
	Iteration 10Q: 3 clusters Score -2.288084e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 169784 members 
Entering Unmasked Estep 
Score: -22881378.000000 Penalty: 4003.593506
	Iteration 11Q: 3 clusters Score -2.288138e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 169518 members 
Entering Unmasked Estep 
Score: -22881568.000000 Penalty: 4003.593506
	Iteration 12Q: 3 clusters Score -2.288157e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 169098 members 
Entering Unmasked Estep 
Score: -22881672.000000 Penalty: 4003.593506
	Iteration 13Q: 3 clusters Score -2.288167e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 168565 members 
Entering Unmasked Estep 
Score: -22881696.000000 Penalty: 4003.593506
	Iteration 14Q: 3 clusters Score -2.28817e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 167850 members 
Entering Unmasked Estep 
Score: -22881726.000000 Penalty: 4003.593506
	Iteration 15Q: 3 clusters Score -2.288173e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 167033 members 
Entering Unmasked Estep 
Score: -22881806.000000 Penalty: 4003.593506
	Iteration 16Q: 3 clusters Score -2.288181e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57697 members 
Mstep: Class 2 contains 166157 members 
Entering Unmasked Estep 
Score: -22881788.000000 Penalty: 4003.593506
	Iteration 17Q: 3 clusters Score -2.288179e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 165153 members 
Entering Unmasked Estep 
Score: -22881832.000000 Penalty: 4003.593506
	Iteration 18Q: 3 clusters Score -2.288183e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59804 members 
Mstep: Class 2 contains 164050 members 
Entering Unmasked Estep 
Score: -22881836.000000 Penalty: 4003.593506
	Iteration 19Q: 3 clusters Score -2.288184e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 162874 members 
Entering Unmasked Estep 
Score: -22881946.000000 Penalty: 4003.593506
	Iteration 20F: 3 clusters Score -2.288195e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62276 members 
Mstep: Class 2 contains 161578 members 
Entering Unmasked Estep 
Score: -22882028.000000 Penalty: 4003.593506
	Iteration 21Q: 3 clusters Score -2.288203e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63719 members 
Mstep: Class 2 contains 160135 members 
Entering Unmasked Estep 
Score: -22882156.000000 Penalty: 4003.593506
	Iteration 22Q: 3 clusters Score -2.288216e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65142 members 
Mstep: Class 2 contains 158712 members 
Entering Unmasked Estep 
Score: -22882394.000000 Penalty: 4003.593506
	Iteration 23Q: 3 clusters Score -2.288239e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66647 members 
Mstep: Class 2 contains 157207 members 
Entering Unmasked Estep 
Score: -22882522.000000 Penalty: 4003.593506
	Iteration 24Q: 3 clusters Score -2.288252e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68210 members 
Mstep: Class 2 contains 155644 members 
Entering Unmasked Estep 
Score: -22882684.000000 Penalty: 4003.593506
	Iteration 25Q: 3 clusters Score -2.288268e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69905 members 
Mstep: Class 2 contains 153949 members 
Entering Unmasked Estep 
Score: -22882868.000000 Penalty: 4003.593506
	Iteration 26Q: 3 clusters Score -2.288287e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71645 members 
Mstep: Class 2 contains 152209 members 
Entering Unmasked Estep 
Score: -22883092.000000 Penalty: 4003.593506
	Iteration 27Q: 3 clusters Score -2.288309e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73603 members 
Mstep: Class 2 contains 150251 members 
Entering Unmasked Estep 
Score: -22883258.000000 Penalty: 4003.593506
	Iteration 28Q: 3 clusters Score -2.288326e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75641 members 
Mstep: Class 2 contains 148213 members 
Entering Unmasked Estep 
Score: -22883654.000000 Penalty: 4003.593506
	Iteration 29Q: 3 clusters Score -2.288365e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77749 members 
Mstep: Class 2 contains 146105 members 
Entering Unmasked Estep 
Score: -22884172.000000 Penalty: 4003.593506
	Iteration 30Q: 3 clusters Score -2.288417e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Mstep: Class 2 contains 144125 members 
Entering Unmasked Estep 
Score: -22884500.000000 Penalty: 4003.593506
	Iteration 31Q: 3 clusters Score -2.28845e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81619 members 
Mstep: Class 2 contains 142235 members 
Entering Unmasked Estep 
Score: -22884888.000000 Penalty: 4003.593506
	Iteration 32Q: 3 clusters Score -2.288489e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83504 members 
Mstep: Class 2 contains 140350 members 
Entering Unmasked Estep 
Score: -22885140.000000 Penalty: 4003.593506
	Iteration 33Q: 3 clusters Score -2.288514e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85469 members 
Mstep: Class 2 contains 138385 members 
Entering Unmasked Estep 
Score: -22885336.000000 Penalty: 4003.593506
	Iteration 34Q: 3 clusters Score -2.288534e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87604 members 
Mstep: Class 2 contains 136250 members 
Entering Unmasked Estep 
Score: -22885412.000000 Penalty: 4003.593506
	Iteration 35Q: 3 clusters Score -2.288541e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90000 members 
Mstep: Class 2 contains 133854 members 
Entering Unmasked Estep 
Score: -22885512.000000 Penalty: 4003.593506
	Iteration 36Q: 3 clusters Score -2.288551e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92677 members 
Mstep: Class 2 contains 131177 members 
Entering Unmasked Estep 
Score: -22885612.000000 Penalty: 4003.593506
	Iteration 37Q: 3 clusters Score -2.288561e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95552 members 
Mstep: Class 2 contains 128302 members 
Entering Unmasked Estep 
Score: -22885726.000000 Penalty: 4003.593506
	Iteration 38Q: 3 clusters Score -2.288573e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98763 members 
Mstep: Class 2 contains 125091 members 
Entering Unmasked Estep 
Score: -22885768.000000 Penalty: 4003.593506
	Iteration 39Q: 3 clusters Score -2.288577e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102141 members 
Mstep: Class 2 contains 121713 members 
Entering Unmasked Estep 
Score: -22885944.000000 Penalty: 4003.593506
	Iteration 40F: 3 clusters Score -2.288594e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106093 members 
Mstep: Class 2 contains 117761 members 
Entering Unmasked Estep 
Score: -22886130.000000 Penalty: 4003.593506
	Iteration 41Q: 3 clusters Score -2.288613e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110526 members 
Mstep: Class 2 contains 113328 members 
Entering Unmasked Estep 
Score: -22886508.000000 Penalty: 4003.593506
	Iteration 42Q: 3 clusters Score -2.288651e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115217 members 
Mstep: Class 2 contains 108637 members 
Entering Unmasked Estep 
Score: -22887056.000000 Penalty: 4003.593506
	Iteration 43Q: 3 clusters Score -2.288706e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120284 members 
Mstep: Class 2 contains 103570 members 
Entering Unmasked Estep 
Score: -22887836.000000 Penalty: 4003.593506
	Iteration 44Q: 3 clusters Score -2.288784e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125656 members 
Mstep: Class 2 contains 98198 members 
Entering Unmasked Estep 
Score: -22888750.000000 Penalty: 4003.593506
	Iteration 45Q: 3 clusters Score -2.288875e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131201 members 
Mstep: Class 2 contains 92653 members 
Entering Unmasked Estep 
Score: -22889886.000000 Penalty: 4003.593506
	Iteration 46Q: 3 clusters Score -2.288989e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136606 members 
Mstep: Class 2 contains 87248 members 
Entering Unmasked Estep 
Score: -22890990.000000 Penalty: 4003.593506
	Iteration 47Q: 3 clusters Score -2.289099e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142085 members 
Mstep: Class 2 contains 81769 members 
Entering Unmasked Estep 
Score: -22892316.000000 Penalty: 4003.593506
	Iteration 48Q: 3 clusters Score -2.289232e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147505 members 
Mstep: Class 2 contains 76349 members 
Entering Unmasked Estep 
Score: -22893634.000000 Penalty: 4003.593506
	Iteration 49Q: 3 clusters Score -2.289363e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154158 members 
Mstep: Class 2 contains 69696 members 
Entering Unmasked Estep 
Score: -22894628.000000 Penalty: 4003.593506
	Iteration 50Q: 3 clusters Score -2.289463e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161756 members 
Mstep: Class 2 contains 62098 members 
Entering Unmasked Estep 
Score: -22894884.000000 Penalty: 4003.593506
	Iteration 51Q: 3 clusters Score -2.289488e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169242 members 
Mstep: Class 2 contains 54612 members 
Entering Unmasked Estep 
Score: -22894180.000000 Penalty: 4003.593506
	Iteration 52Q: 3 clusters Score -2.289418e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175446 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -22891774.000000 Penalty: 4003.593506
	Iteration 53Q: 3 clusters Score -2.289177e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180397 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -22889678.000000 Penalty: 4003.593506
	Iteration 54Q: 3 clusters Score -2.288968e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184451 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -22887706.000000 Penalty: 4003.593506
	Iteration 55Q: 3 clusters Score -2.288771e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187644 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -22885944.000000 Penalty: 4003.593506
	Iteration 56Q: 3 clusters Score -2.288594e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190443 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -22884540.000000 Penalty: 4003.593506
	Iteration 57Q: 3 clusters Score -2.288454e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192821 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -22883620.000000 Penalty: 4003.593506
	Iteration 58Q: 3 clusters Score -2.288362e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194887 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -22882458.000000 Penalty: 4003.593506
	Iteration 59Q: 3 clusters Score -2.288246e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196668 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -22888154.000000 Penalty: 4003.593506
	Iteration 60F: 3 clusters Score -2.288815e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204063 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -22886964.000000 Penalty: 4003.593506
	Iteration 61Q: 3 clusters Score -2.288696e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208211 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -22885808.000000 Penalty: 4003.593506
	Iteration 62Q: 3 clusters Score -2.288581e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210824 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -22884760.000000 Penalty: 4003.593506
	Iteration 63Q: 3 clusters Score -2.288476e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212678 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -22884004.000000 Penalty: 4003.593506
	Iteration 64Q: 3 clusters Score -2.2884e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214043 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -22883630.000000 Penalty: 4003.593506
	Iteration 65Q: 3 clusters Score -2.288363e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215100 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -22883362.000000 Penalty: 4003.593506
	Iteration 66Q: 3 clusters Score -2.288336e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216010 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -22883008.000000 Penalty: 4003.593506
	Iteration 67Q: 3 clusters Score -2.288301e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216814 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -22882770.000000 Penalty: 4003.593506
	Iteration 68Q: 3 clusters Score -2.288277e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217514 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -22882504.000000 Penalty: 4003.593506
	Iteration 69Q: 3 clusters Score -2.28825e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218115 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -22882440.000000 Penalty: 4003.593506
	Iteration 70Q: 3 clusters Score -2.288244e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218615 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -22882362.000000 Penalty: 4003.593506
	Iteration 71Q: 3 clusters Score -2.288236e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219030 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -22882310.000000 Penalty: 4003.593506
	Iteration 72Q: 3 clusters Score -2.288231e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219407 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -22882298.000000 Penalty: 4003.593506
	Iteration 73Q: 3 clusters Score -2.28823e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219746 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -22882230.000000 Penalty: 4003.593506
	Iteration 74Q: 3 clusters Score -2.288223e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220063 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -22882160.000000 Penalty: 4003.593506
	Iteration 75Q: 3 clusters Score -2.288216e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220332 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -22882102.000000 Penalty: 4003.593506
	Iteration 76Q: 3 clusters Score -2.28821e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220594 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -22882106.000000 Penalty: 4003.593506
	Iteration 77Q: 3 clusters Score -2.288211e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220831 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -22882124.000000 Penalty: 4003.593506
	Iteration 78Q: 3 clusters Score -2.288212e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221026 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -22882088.000000 Penalty: 4003.593506
	Iteration 79Q: 3 clusters Score -2.288209e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221185 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -22882096.000000 Penalty: 4003.593506
	Iteration 80F: 3 clusters Score -2.28821e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221336 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -22882060.000000 Penalty: 4003.593506
	Iteration 81Q: 3 clusters Score -2.288206e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221461 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -22882048.000000 Penalty: 4003.593506
	Iteration 82Q: 3 clusters Score -2.288205e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221576 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -22882066.000000 Penalty: 4003.593506
	Iteration 83Q: 3 clusters Score -2.288207e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221672 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -22882090.000000 Penalty: 4003.593506
	Iteration 84Q: 3 clusters Score -2.288209e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221754 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -22882128.000000 Penalty: 4003.593506
	Iteration 85Q: 3 clusters Score -2.288213e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221822 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -22882094.000000 Penalty: 4003.593506
	Iteration 86Q: 3 clusters Score -2.288209e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221899 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -22882108.000000 Penalty: 4003.593506
	Iteration 87Q: 3 clusters Score -2.288211e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221957 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -22882090.000000 Penalty: 4003.593506
	Iteration 88Q: 3 clusters Score -2.288209e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222013 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -22882064.000000 Penalty: 4003.593506
	Iteration 89Q: 3 clusters Score -2.288206e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222080 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -22882078.000000 Penalty: 4003.593506
	Iteration 90Q: 3 clusters Score -2.288208e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222125 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -22882078.000000 Penalty: 4003.593506
	Iteration 91Q: 3 clusters Score -2.288208e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222161 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -22882058.000000 Penalty: 4003.593506
	Iteration 92Q: 3 clusters Score -2.288206e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222211 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -22882072.000000 Penalty: 4003.593506
	Iteration 93Q: 3 clusters Score -2.288207e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222249 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -22882080.000000 Penalty: 4003.593506
	Iteration 94Q: 3 clusters Score -2.288208e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222286 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -22882078.000000 Penalty: 4003.593506
	Iteration 95Q: 3 clusters Score -2.288208e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222316 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -22882084.000000 Penalty: 4003.593506
	Iteration 96Q: 3 clusters Score -2.288208e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222347 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -22882098.000000 Penalty: 4003.593506
	Iteration 97Q: 3 clusters Score -2.28821e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222379 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -22882096.000000 Penalty: 4003.593506
	Iteration 98Q: 3 clusters Score -2.28821e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222406 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -22882084.000000 Penalty: 4003.593506
	Iteration 99Q: 3 clusters Score -2.288208e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222426 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -22882102.000000 Penalty: 4003.593506
	Iteration 100F: 3 clusters Score -2.28821e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222447 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -22882064.000000 Penalty: 4003.593506
	Iteration 101Q: 3 clusters Score -2.288206e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222463 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -22882070.000000 Penalty: 4003.593506
	Iteration 102Q: 3 clusters Score -2.288207e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222482 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -22882080.000000 Penalty: 4003.593506
	Iteration 103Q: 3 clusters Score -2.288208e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222505 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -22882098.000000 Penalty: 4003.593506
	Iteration 104Q: 3 clusters Score -2.28821e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222526 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -22882090.000000 Penalty: 4003.593506
	Iteration 105Q: 3 clusters Score -2.288209e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222549 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -22882076.000000 Penalty: 4003.593506
	Iteration 106Q: 3 clusters Score -2.288208e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222572 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -22882082.000000 Penalty: 4003.593506
	Iteration 107Q: 3 clusters Score -2.288208e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222585 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -22882056.000000 Penalty: 4003.593506
	Iteration 108Q: 3 clusters Score -2.288206e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222597 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -22882068.000000 Penalty: 4003.593506
	Iteration 109Q: 3 clusters Score -2.288207e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222611 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -22882044.000000 Penalty: 4003.593506
	Iteration 110Q: 3 clusters Score -2.288204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222618 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -22882062.000000 Penalty: 4003.593506
	Iteration 111Q: 3 clusters Score -2.288206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222619 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -22882054.000000 Penalty: 4003.593506
	Iteration 112Q: 3 clusters Score -2.288205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222622 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -22882062.000000 Penalty: 4003.593506
	Iteration 113Q: 3 clusters Score -2.288206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222622 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -22882064.000000 Penalty: 4003.593506
	Iteration 114Q: 3 clusters Score -2.288206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222624 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -22882050.000000 Penalty: 4003.593506
	Iteration 115Q: 3 clusters Score -2.288205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222625 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -22882046.000000 Penalty: 4003.593506
	Iteration 116Q: 3 clusters Score -2.288205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222626 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -22882044.000000 Penalty: 4003.593506
	Iteration 117Q: 3 clusters Score -2.288204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222626 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -22882044.000000 Penalty: 4003.593506
	Iteration 118F: 3 clusters Score -2.288204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 6761 members 
Mstep: Class 3 contains 187019 members 
Mstep: Class 4 contains 134918 members 
Mstep: Class 5 contains 35304 members 
Mstep: Class 7 contains 7590 members 
Mstep: Class 8 contains 3881 members 
Mstep: Class 9 contains 153698 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 164317 members 
Mstep: Class 12 contains 199140 members 
Mstep: Class 16 contains 67544 members 
Mstep: Class 17 contains 8462 members 
Mstep: Class 20 contains 2979 members 
Mstep: Class 21 contains 62197 members 
Mstep: Class 22 contains 223854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919600.000000 Penalty: 36575.996094
Iteration 239Q: 17 clusters Score -1.279196e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 6760 members 
Mstep: Class 3 contains 187036 members 
Mstep: Class 4 contains 134937 members 
Mstep: Class 5 contains 35316 members 
Mstep: Class 7 contains 7586 members 
Mstep: Class 8 contains 3876 members 
Mstep: Class 9 contains 153713 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 164322 members 
Mstep: Class 12 contains 199117 members 
Mstep: Class 16 contains 67542 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 62201 members 
Mstep: Class 22 contains 223809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919736.000000 Penalty: 36575.996094
Iteration 240F: 17 clusters Score -1.279197e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 6760 members 
Mstep: Class 3 contains 187076 members 
Mstep: Class 4 contains 134957 members 
Mstep: Class 5 contains 35327 members 
Mstep: Class 7 contains 7582 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 153719 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 164338 members 
Mstep: Class 12 contains 199098 members 
Mstep: Class 16 contains 67541 members 
Mstep: Class 17 contains 8478 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 62203 members 
Mstep: Class 22 contains 223744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919608.000000 Penalty: 36575.996094
Iteration 241Q: 17 clusters Score -1.279196e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 6761 members 
Mstep: Class 3 contains 187114 members 
Mstep: Class 4 contains 134986 members 
Mstep: Class 5 contains 35344 members 
Mstep: Class 7 contains 7580 members 
Mstep: Class 8 contains 3860 members 
Mstep: Class 9 contains 153735 members 
Mstep: Class 10 contains 2936 members 
Mstep: Class 11 contains 164335 members 
Mstep: Class 12 contains 199074 members 
Mstep: Class 16 contains 67540 members 
Mstep: Class 17 contains 8486 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 62202 members 
Mstep: Class 22 contains 223675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919488.000000 Penalty: 36575.996094
Iteration 242Q: 17 clusters Score -1.279195e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 6756 members 
Mstep: Class 3 contains 187136 members 
Mstep: Class 4 contains 135017 members 
Mstep: Class 5 contains 35361 members 
Mstep: Class 7 contains 7581 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 153751 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 164341 members 
Mstep: Class 12 contains 199043 members 
Mstep: Class 16 contains 67541 members 
Mstep: Class 17 contains 8493 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 62210 members 
Mstep: Class 22 contains 223606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919528.000000 Penalty: 36575.996094
Iteration 243Q: 17 clusters Score -1.279195e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 6754 members 
Mstep: Class 3 contains 187122 members 
Mstep: Class 4 contains 135058 members 
Mstep: Class 5 contains 35370 members 
Mstep: Class 7 contains 7579 members 
Mstep: Class 8 contains 3847 members 
Mstep: Class 9 contains 153770 members 
Mstep: Class 10 contains 2939 members 
Mstep: Class 11 contains 164363 members 
Mstep: Class 12 contains 199027 members 
Mstep: Class 16 contains 67537 members 
Mstep: Class 17 contains 8506 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 62221 members 
Mstep: Class 22 contains 223541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919552.000000 Penalty: 36575.996094
Iteration 244Q: 17 clusters Score -1.279196e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 6751 members 
Mstep: Class 3 contains 187099 members 
Mstep: Class 4 contains 135103 members 
Mstep: Class 5 contains 35378 members 
Mstep: Class 7 contains 7574 members 
Mstep: Class 8 contains 3841 members 
Mstep: Class 9 contains 153799 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164364 members 
Mstep: Class 12 contains 199015 members 
Mstep: Class 16 contains 67542 members 
Mstep: Class 17 contains 8519 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 62222 members 
Mstep: Class 22 contains 223489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919504.000000 Penalty: 36575.996094
Iteration 245Q: 17 clusters Score -1.279195e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 6751 members 
Mstep: Class 3 contains 187050 members 
Mstep: Class 4 contains 135140 members 
Mstep: Class 5 contains 35392 members 
Mstep: Class 7 contains 7571 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 153839 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164359 members 
Mstep: Class 12 contains 199007 members 
Mstep: Class 16 contains 67540 members 
Mstep: Class 17 contains 8533 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 62224 members 
Mstep: Class 22 contains 223457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919424.000000 Penalty: 36575.996094
Iteration 246Q: 17 clusters Score -1.279194e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 6752 members 
Mstep: Class 3 contains 187030 members 
Mstep: Class 4 contains 135167 members 
Mstep: Class 5 contains 35398 members 
Mstep: Class 7 contains 7567 members 
Mstep: Class 8 contains 3825 members 
Mstep: Class 9 contains 153857 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164336 members 
Mstep: Class 12 contains 199016 members 
Mstep: Class 16 contains 67544 members 
Mstep: Class 17 contains 8541 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 62230 members 
Mstep: Class 22 contains 223433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919552.000000 Penalty: 36575.996094
Iteration 247Q: 17 clusters Score -1.279196e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 6755 members 
Mstep: Class 3 contains 186998 members 
Mstep: Class 4 contains 135188 members 
Mstep: Class 5 contains 35408 members 
Mstep: Class 7 contains 7563 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 153889 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164333 members 
Mstep: Class 12 contains 199015 members 
Mstep: Class 16 contains 67540 members 
Mstep: Class 17 contains 8552 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 62235 members 
Mstep: Class 22 contains 223410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919720.000000 Penalty: 36575.996094
Iteration 248Q: 17 clusters Score -1.279197e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 6762 members 
Mstep: Class 3 contains 186971 members 
Mstep: Class 4 contains 135204 members 
Mstep: Class 5 contains 35426 members 
Mstep: Class 7 contains 7561 members 
Mstep: Class 8 contains 3819 members 
Mstep: Class 9 contains 153909 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164326 members 
Mstep: Class 12 contains 199016 members 
Mstep: Class 16 contains 67539 members 
Mstep: Class 17 contains 8563 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 62236 members 
Mstep: Class 22 contains 223388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919704.000000 Penalty: 36575.996094
Iteration 249Q: 17 clusters Score -1.279197e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 6769 members 
Mstep: Class 3 contains 186914 members 
Mstep: Class 4 contains 135226 members 
Mstep: Class 5 contains 35450 members 
Mstep: Class 7 contains 7558 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 9 contains 153938 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164317 members 
Mstep: Class 12 contains 199028 members 
Mstep: Class 16 contains 67542 members 
Mstep: Class 17 contains 8573 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 62231 members 
Mstep: Class 22 contains 223367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919832.000000 Penalty: 36575.996094
Iteration 250Q: 17 clusters Score -1.279198e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 6782 members 
Mstep: Class 3 contains 186888 members 
Mstep: Class 4 contains 135251 members 
Mstep: Class 5 contains 35469 members 
Mstep: Class 7 contains 7555 members 
Mstep: Class 8 contains 3811 members 
Mstep: Class 9 contains 153958 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164301 members 
Mstep: Class 12 contains 199015 members 
Mstep: Class 16 contains 67542 members 
Mstep: Class 17 contains 8586 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 62227 members 
Mstep: Class 22 contains 223349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919720.000000 Penalty: 36575.996094
Iteration 251Q: 17 clusters Score -1.279197e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 6786 members 
Mstep: Class 3 contains 186863 members 
Mstep: Class 4 contains 135276 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 7 contains 7549 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 153985 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164293 members 
Mstep: Class 12 contains 199010 members 
Mstep: Class 16 contains 67543 members 
Mstep: Class 17 contains 8588 members 
Mstep: Class 20 contains 2985 members 
Mstep: Class 21 contains 62216 members 
Mstep: Class 22 contains 223334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919656.000000 Penalty: 36575.996094
Iteration 252Q: 17 clusters Score -1.279197e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 186862 members 
Mstep: Class 4 contains 135299 members 
Mstep: Class 5 contains 35492 members 
Mstep: Class 7 contains 7548 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 153999 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164285 members 
Mstep: Class 12 contains 199002 members 
Mstep: Class 16 contains 67538 members 
Mstep: Class 17 contains 8589 members 
Mstep: Class 20 contains 2984 members 
Mstep: Class 21 contains 62211 members 
Mstep: Class 22 contains 223320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919816.000000 Penalty: 36575.996094
Iteration 253Q: 17 clusters Score -1.279198e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 6799 members 
Mstep: Class 3 contains 186865 members 
Mstep: Class 4 contains 135319 members 
Mstep: Class 5 contains 35509 members 
Mstep: Class 7 contains 7547 members 
Mstep: Class 8 contains 3803 members 
Mstep: Class 9 contains 154013 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164269 members 
Mstep: Class 12 contains 198991 members 
Mstep: Class 16 contains 67529 members 
Mstep: Class 17 contains 8593 members 
Mstep: Class 20 contains 2985 members 
Mstep: Class 21 contains 62205 members 
Mstep: Class 22 contains 223309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919832.000000 Penalty: 36575.996094
Iteration 254Q: 17 clusters Score -1.279198e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 6805 members 
Mstep: Class 3 contains 186860 members 
Mstep: Class 4 contains 135351 members 
Mstep: Class 5 contains 35527 members 
Mstep: Class 7 contains 7544 members 
Mstep: Class 8 contains 3800 members 
Mstep: Class 9 contains 154028 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164254 members 
Mstep: Class 12 contains 198973 members 
Mstep: Class 16 contains 67527 members 
Mstep: Class 17 contains 8597 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 62198 members 
Mstep: Class 22 contains 223293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919792.000000 Penalty: 36575.996094
Iteration 255Q: 17 clusters Score -1.279198e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 6815 members 
Mstep: Class 3 contains 186838 members 
Mstep: Class 4 contains 135372 members 
Mstep: Class 5 contains 35536 members 
Mstep: Class 7 contains 7543 members 
Mstep: Class 8 contains 3794 members 
Mstep: Class 9 contains 154041 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164244 members 
Mstep: Class 12 contains 198966 members 
Mstep: Class 16 contains 67522 members 
Mstep: Class 17 contains 8604 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 62194 members 
Mstep: Class 22 contains 223293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919816.000000 Penalty: 36575.996094
Iteration 256Q: 17 clusters Score -1.279198e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 6824 members 
Mstep: Class 3 contains 186832 members 
Mstep: Class 4 contains 135382 members 
Mstep: Class 5 contains 35546 members 
Mstep: Class 7 contains 7543 members 
Mstep: Class 8 contains 3791 members 
Mstep: Class 9 contains 154052 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164235 members 
Mstep: Class 12 contains 198955 members 
Mstep: Class 16 contains 67514 members 
Mstep: Class 17 contains 8612 members 
Mstep: Class 20 contains 2987 members 
Mstep: Class 21 contains 62191 members 
Mstep: Class 22 contains 223297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920008.000000 Penalty: 36575.996094
Iteration 257Q: 17 clusters Score -1.2792e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 6833 members 
Mstep: Class 3 contains 186829 members 
Mstep: Class 4 contains 135392 members 
Mstep: Class 5 contains 35554 members 
Mstep: Class 7 contains 7544 members 
Mstep: Class 8 contains 3787 members 
Mstep: Class 9 contains 154057 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164231 members 
Mstep: Class 12 contains 198950 members 
Mstep: Class 16 contains 67508 members 
Mstep: Class 17 contains 8618 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 62187 members 
Mstep: Class 22 contains 223298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920160.000000 Penalty: 36575.996094
Iteration 258Q: 17 clusters Score -1.279202e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 6845 members 
Mstep: Class 3 contains 186828 members 
Mstep: Class 4 contains 135412 members 
Mstep: Class 5 contains 35567 members 
Mstep: Class 7 contains 7544 members 
Mstep: Class 8 contains 3781 members 
Mstep: Class 9 contains 154059 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164214 members 
Mstep: Class 12 contains 198944 members 
Mstep: Class 16 contains 67500 members 
Mstep: Class 17 contains 8623 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 62190 members 
Mstep: Class 22 contains 223294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920056.000000 Penalty: 36575.996094
Iteration 259Q: 17 clusters Score -1.279201e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 6852 members 
Mstep: Class 3 contains 186864 members 
Mstep: Class 4 contains 135417 members 
Mstep: Class 5 contains 35578 members 
Mstep: Class 7 contains 7544 members 
Mstep: Class 8 contains 3771 members 
Mstep: Class 9 contains 154063 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164207 members 
Mstep: Class 12 contains 198936 members 
Mstep: Class 16 contains 67495 members 
Mstep: Class 17 contains 8629 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 62187 members 
Mstep: Class 22 contains 223261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919960.000000 Penalty: 36575.996094
Iteration 260F: 17 clusters Score -1.2792e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 6858 members 
Mstep: Class 3 contains 186884 members 
Mstep: Class 4 contains 135435 members 
Mstep: Class 5 contains 35588 members 
Mstep: Class 7 contains 7540 members 
Mstep: Class 8 contains 3769 members 
Mstep: Class 9 contains 154064 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164214 members 
Mstep: Class 12 contains 198924 members 
Mstep: Class 16 contains 67485 members 
Mstep: Class 17 contains 8634 members 
Mstep: Class 20 contains 2985 members 
Mstep: Class 21 contains 62184 members 
Mstep: Class 22 contains 223235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919912.000000 Penalty: 36575.996094
Iteration 261Q: 17 clusters Score -1.279199e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 6869 members 
Mstep: Class 3 contains 186866 members 
Mstep: Class 4 contains 135457 members 
Mstep: Class 5 contains 35597 members 
Mstep: Class 7 contains 7539 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 154078 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164230 members 
Mstep: Class 12 contains 198918 members 
Mstep: Class 16 contains 67476 members 
Mstep: Class 17 contains 8641 members 
Mstep: Class 20 contains 2985 members 
Mstep: Class 21 contains 62182 members 
Mstep: Class 22 contains 223210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919872.000000 Penalty: 36575.996094
Iteration 262Q: 17 clusters Score -1.279199e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 6891 members 
Mstep: Class 3 contains 186839 members 
Mstep: Class 4 contains 135480 members 
Mstep: Class 5 contains 35607 members 
Mstep: Class 7 contains 7535 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 154096 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164241 members 
Mstep: Class 12 contains 198910 members 
Mstep: Class 16 contains 67469 members 
Mstep: Class 17 contains 8650 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 62180 members 
Mstep: Class 22 contains 223193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919760.000000 Penalty: 36575.996094
Iteration 263Q: 17 clusters Score -1.279198e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 6912 members 
Mstep: Class 3 contains 186806 members 
Mstep: Class 4 contains 135495 members 
Mstep: Class 5 contains 35617 members 
Mstep: Class 7 contains 7531 members 
Mstep: Class 8 contains 3751 members 
Mstep: Class 9 contains 154109 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164263 members 
Mstep: Class 12 contains 198904 members 
Mstep: Class 16 contains 67469 members 
Mstep: Class 17 contains 8656 members 
Mstep: Class 20 contains 2984 members 
Mstep: Class 21 contains 62181 members 
Mstep: Class 22 contains 223174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919992.000000 Penalty: 36575.996094
Iteration 264Q: 17 clusters Score -1.2792e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 6931 members 
Mstep: Class 3 contains 186811 members 
Mstep: Class 4 contains 135512 members 
Mstep: Class 5 contains 35624 members 
Mstep: Class 7 contains 7527 members 
Mstep: Class 8 contains 3747 members 
Mstep: Class 9 contains 154124 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164262 members 
Mstep: Class 12 contains 198895 members 
Mstep: Class 16 contains 67465 members 
Mstep: Class 17 contains 8660 members 
Mstep: Class 20 contains 2984 members 
Mstep: Class 21 contains 62182 members 
Mstep: Class 22 contains 223143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920056.000000 Penalty: 36575.996094
Iteration 265Q: 17 clusters Score -1.279201e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 6948 members 
Mstep: Class 3 contains 186813 members 
Mstep: Class 4 contains 135523 members 
Mstep: Class 5 contains 35629 members 
Mstep: Class 7 contains 7526 members 
Mstep: Class 8 contains 3745 members 
Mstep: Class 9 contains 154141 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164270 members 
Mstep: Class 12 contains 198884 members 
Mstep: Class 16 contains 67462 members 
Mstep: Class 17 contains 8665 members 
Mstep: Class 20 contains 2984 members 
Mstep: Class 21 contains 62185 members 
Mstep: Class 22 contains 223111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920016.000000 Penalty: 36575.996094
Iteration 266Q: 17 clusters Score -1.2792e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 6962 members 
Mstep: Class 3 contains 186805 members 
Mstep: Class 4 contains 135535 members 
Mstep: Class 5 contains 35631 members 
Mstep: Class 7 contains 7523 members 
Mstep: Class 8 contains 3743 members 
Mstep: Class 9 contains 154151 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164281 members 
Mstep: Class 12 contains 198878 members 
Mstep: Class 16 contains 67457 members 
Mstep: Class 17 contains 8671 members 
Mstep: Class 20 contains 2984 members 
Mstep: Class 21 contains 62189 members 
Mstep: Class 22 contains 223091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920000.000000 Penalty: 36575.996094
Iteration 267Q: 17 clusters Score -1.2792e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 6977 members 
Mstep: Class 3 contains 186800 members 
Mstep: Class 4 contains 135547 members 
Mstep: Class 5 contains 35634 members 
Mstep: Class 7 contains 7520 members 
Mstep: Class 8 contains 3741 members 
Mstep: Class 9 contains 154161 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164288 members 
Mstep: Class 12 contains 198867 members 
Mstep: Class 16 contains 67457 members 
Mstep: Class 17 contains 8675 members 
Mstep: Class 20 contains 2984 members 
Mstep: Class 21 contains 62190 members 
Mstep: Class 22 contains 223077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920120.000000 Penalty: 36575.996094
Iteration 268Q: 17 clusters Score -1.279201e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 6994 members 
Mstep: Class 3 contains 186798 members 
Mstep: Class 4 contains 135561 members 
Mstep: Class 5 contains 35634 members 
Mstep: Class 7 contains 7517 members 
Mstep: Class 8 contains 3739 members 
Mstep: Class 9 contains 154175 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164296 members 
Mstep: Class 12 contains 198848 members 
Mstep: Class 16 contains 67457 members 
Mstep: Class 17 contains 8678 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 62187 members 
Mstep: Class 22 contains 223066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920192.000000 Penalty: 36575.996094
Iteration 269Q: 17 clusters Score -1.279202e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 6999 members 
Mstep: Class 3 contains 186784 members 
Mstep: Class 4 contains 135574 members 
Mstep: Class 5 contains 35638 members 
Mstep: Class 7 contains 7512 members 
Mstep: Class 8 contains 3738 members 
Mstep: Class 9 contains 154183 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164310 members 
Mstep: Class 12 contains 198830 members 
Mstep: Class 16 contains 67464 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 62189 members 
Mstep: Class 22 contains 223057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920248.000000 Penalty: 36575.996094
Iteration 270Q: 17 clusters Score -1.279202e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 7006 members 
Mstep: Class 3 contains 186767 members 
Mstep: Class 4 contains 135584 members 
Mstep: Class 5 contains 35642 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 3736 members 
Mstep: Class 9 contains 154189 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164325 members 
Mstep: Class 12 contains 198815 members 
Mstep: Class 16 contains 67467 members 
Mstep: Class 17 contains 8682 members 
Mstep: Class 20 contains 2985 members 
Mstep: Class 21 contains 62190 members 
Mstep: Class 22 contains 223052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920400.000000 Penalty: 36575.996094
Iteration 271Q: 17 clusters Score -1.279204e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 7020 members 
Mstep: Class 3 contains 186750 members 
Mstep: Class 4 contains 135590 members 
Mstep: Class 5 contains 35650 members 
Mstep: Class 7 contains 7499 members 
Mstep: Class 8 contains 3733 members 
Mstep: Class 9 contains 154198 members 
Mstep: Class 10 contains 2939 members 
Mstep: Class 11 contains 164352 members 
Mstep: Class 12 contains 198787 members 
Mstep: Class 16 contains 67467 members 
Mstep: Class 17 contains 8688 members 
Mstep: Class 20 contains 2985 members 
Mstep: Class 21 contains 62193 members 
Mstep: Class 22 contains 223048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920296.000000 Penalty: 36575.996094
Iteration 272Q: 17 clusters Score -1.279203e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 7037 members 
Mstep: Class 3 contains 186726 members 
Mstep: Class 4 contains 135603 members 
Mstep: Class 5 contains 35657 members 
Mstep: Class 7 contains 7484 members 
Mstep: Class 8 contains 3729 members 
Mstep: Class 9 contains 154208 members 
Mstep: Class 10 contains 2939 members 
Mstep: Class 11 contains 164375 members 
Mstep: Class 12 contains 198771 members 
Mstep: Class 16 contains 67468 members 
Mstep: Class 17 contains 8692 members 
Mstep: Class 20 contains 2985 members 
Mstep: Class 21 contains 62191 members 
Mstep: Class 22 contains 223047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920336.000000 Penalty: 36575.996094
Iteration 273Q: 17 clusters Score -1.279203e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 7046 members 
Mstep: Class 3 contains 186716 members 
Mstep: Class 4 contains 135620 members 
Mstep: Class 5 contains 35662 members 
Mstep: Class 7 contains 7475 members 
Mstep: Class 8 contains 3723 members 
Mstep: Class 9 contains 154219 members 
Mstep: Class 10 contains 2939 members 
Mstep: Class 11 contains 164386 members 
Mstep: Class 12 contains 198755 members 
Mstep: Class 16 contains 67466 members 
Mstep: Class 17 contains 8698 members 
Mstep: Class 20 contains 2987 members 
Mstep: Class 21 contains 62188 members 
Mstep: Class 22 contains 223042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920472.000000 Penalty: 36575.996094
Iteration 274Q: 17 clusters Score -1.279205e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 7049 members 
Mstep: Class 3 contains 186675 members 
Mstep: Class 4 contains 135626 members 
Mstep: Class 5 contains 35674 members 
Mstep: Class 7 contains 7460 members 
Mstep: Class 8 contains 3717 members 
Mstep: Class 9 contains 154227 members 
Mstep: Class 10 contains 2939 members 
Mstep: Class 11 contains 164405 members 
Mstep: Class 12 contains 198752 members 
Mstep: Class 16 contains 67462 members 
Mstep: Class 17 contains 8705 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 62190 members 
Mstep: Class 22 contains 223057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920552.000000 Penalty: 36575.996094
Iteration 275Q: 17 clusters Score -1.279206e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 7050 members 
Mstep: Class 3 contains 186650 members 
Mstep: Class 4 contains 135635 members 
Mstep: Class 5 contains 35685 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 3714 members 
Mstep: Class 9 contains 154230 members 
Mstep: Class 10 contains 2939 members 
Mstep: Class 11 contains 164417 members 
Mstep: Class 12 contains 198741 members 
Mstep: Class 16 contains 67462 members 
Mstep: Class 17 contains 8713 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 62193 members 
Mstep: Class 22 contains 223064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920400.000000 Penalty: 36575.996094
Iteration 276Q: 17 clusters Score -1.279204e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 186635 members 
Mstep: Class 4 contains 135644 members 
Mstep: Class 5 contains 35696 members 
Mstep: Class 7 contains 7430 members 
Mstep: Class 8 contains 3713 members 
Mstep: Class 9 contains 154236 members 
Mstep: Class 10 contains 2939 members 
Mstep: Class 11 contains 164414 members 
Mstep: Class 12 contains 198721 members 
Mstep: Class 16 contains 67464 members 
Mstep: Class 17 contains 8721 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 62195 members 
Mstep: Class 22 contains 223086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920464.000000 Penalty: 36575.996094
Iteration 277Q: 17 clusters Score -1.279205e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 3 contains 186628 members 
Mstep: Class 4 contains 135656 members 
Mstep: Class 5 contains 35709 members 
Mstep: Class 7 contains 7415 members 
Mstep: Class 8 contains 3713 members 
Mstep: Class 9 contains 154241 members 
Mstep: Class 10 contains 2939 members 
Mstep: Class 11 contains 164409 members 
Mstep: Class 12 contains 198702 members 
Mstep: Class 16 contains 67467 members 
Mstep: Class 17 contains 8728 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 62199 members 
Mstep: Class 22 contains 223094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920520.000000 Penalty: 36575.996094
Iteration 278Q: 17 clusters Score -1.279205e+08 nChanged 192
Entering ConstructFrom: 
Score: -127920520.000000 Penalty: 36575.996094
Entering ConstructFrom: 
Trying to split cluster 1 (25855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Entering Unmasked Estep 
Score: -2515690.000000 Penalty: 1651.042114
	Iteration 0F: 2 clusters Score -2515690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2498174.500000 Penalty: 3302.084229
	Iteration 0F: 3 clusters Score -2498174 nChanged 11838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2504722.500000 Penalty: 3302.084229
	Iteration 1F: 3 clusters Score -2504722 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2505152.500000 Penalty: 3302.084229
	Iteration 2Q: 3 clusters Score -2505152 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2505643.250000 Penalty: 3302.084229
	Iteration 3Q: 3 clusters Score -2505643 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2506219.500000 Penalty: 3302.084229
	Iteration 4Q: 3 clusters Score -2506220 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2506889.000000 Penalty: 3302.084229
	Iteration 5F: 3 clusters Score -2506889 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2507688.750000 Penalty: 3302.084229
	Iteration 6F: 3 clusters Score -2507689 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2508670.250000 Penalty: 3302.084229
	Iteration 7F: 3 clusters Score -2508670 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2509681.500000 Penalty: 3302.084229
	Iteration 8F: 3 clusters Score -2509682 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2510501.250000 Penalty: 3302.084229
	Iteration 9Q: 3 clusters Score -2510501 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -2511149.750000 Penalty: 3302.084229
	Iteration 10Q: 3 clusters Score -2511150 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -2511804.000000 Penalty: 3302.084229
	Iteration 11Q: 3 clusters Score -2511804 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -2512557.250000 Penalty: 3302.084229
	Iteration 12Q: 3 clusters Score -2512557 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -2513415.000000 Penalty: 3302.084229
	Iteration 13Q: 3 clusters Score -2513415 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -2513817.250000 Penalty: 3302.084229
	Iteration 14Q: 3 clusters Score -2513817 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -2514006.250000 Penalty: 3302.084229
	Iteration 15Q: 3 clusters Score -2514006 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -2514117.500000 Penalty: 3302.084229
	Iteration 16Q: 3 clusters Score -2514118 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -2514174.500000 Penalty: 3302.084229
	Iteration 17Q: 3 clusters Score -2514174 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -2514205.500000 Penalty: 3302.084229
	Iteration 18Q: 3 clusters Score -2514206 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -2514231.250000 Penalty: 3302.084229
	Iteration 19Q: 3 clusters Score -2514231 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -2514245.750000 Penalty: 3302.084229
	Iteration 20F: 3 clusters Score -2514246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -2514262.000000 Penalty: 3302.084229
	Iteration 21Q: 3 clusters Score -2514262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -2514267.250000 Penalty: 3302.084229
	Iteration 22Q: 3 clusters Score -2514267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -2514276.000000 Penalty: 3302.084229
	Iteration 23Q: 3 clusters Score -2514276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -2514294.000000 Penalty: 3302.084229
	Iteration 24Q: 3 clusters Score -2514294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -2514297.000000 Penalty: 3302.084229
	Iteration 25Q: 3 clusters Score -2514297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -2514302.000000 Penalty: 3302.084229
	Iteration 26Q: 3 clusters Score -2514302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -2514308.750000 Penalty: 3302.084229
	Iteration 27Q: 3 clusters Score -2514309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -2514306.750000 Penalty: 3302.084229
	Iteration 28Q: 3 clusters Score -2514307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -2514303.500000 Penalty: 3302.084229
	Iteration 29Q: 3 clusters Score -2514304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -2514306.750000 Penalty: 3302.084229
	Iteration 30Q: 3 clusters Score -2514307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -2514309.250000 Penalty: 3302.084229
	Iteration 31Q: 3 clusters Score -2514309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -2514309.750000 Penalty: 3302.084229
	Iteration 32Q: 3 clusters Score -2514310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -2514313.000000 Penalty: 3302.084229
	Iteration 33Q: 3 clusters Score -2514313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -2514316.500000 Penalty: 3302.084229
	Iteration 34Q: 3 clusters Score -2514316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -2514319.500000 Penalty: 3302.084229
	Iteration 35Q: 3 clusters Score -2514320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -2514316.250000 Penalty: 3302.084229
	Iteration 36Q: 3 clusters Score -2514316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -2514311.000000 Penalty: 3302.084229
	Iteration 37Q: 3 clusters Score -2514311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -2514313.000000 Penalty: 3302.084229
	Iteration 38Q: 3 clusters Score -2514313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -2514314.250000 Penalty: 3302.084229
	Iteration 39Q: 3 clusters Score -2514314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -2514310.750000 Penalty: 3302.084229
	Iteration 40F: 3 clusters Score -2514311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -2514311.000000 Penalty: 3302.084229
	Iteration 41Q: 3 clusters Score -2514311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -2514320.750000 Penalty: 3302.084229
	Iteration 42Q: 3 clusters Score -2514321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -2514323.500000 Penalty: 3302.084229
	Iteration 43Q: 3 clusters Score -2514324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -2514325.500000 Penalty: 3302.084229
	Iteration 44Q: 3 clusters Score -2514326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -2514323.500000 Penalty: 3302.084229
	Iteration 45Q: 3 clusters Score -2514324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -2514324.250000 Penalty: 3302.084229
	Iteration 46Q: 3 clusters Score -2514324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -2514323.250000 Penalty: 3302.084229
	Iteration 47Q: 3 clusters Score -2514323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -2514322.250000 Penalty: 3302.084229
	Iteration 48Q: 3 clusters Score -2514322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -2514324.250000 Penalty: 3302.084229
	Iteration 49Q: 3 clusters Score -2514324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -2514325.250000 Penalty: 3302.084229
	Iteration 50Q: 3 clusters Score -2514325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -2514325.250000 Penalty: 3302.084229
	Iteration 51F: 3 clusters Score -2514325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Entering Unmasked Estep 
Score: -716459.250000 Penalty: 1440.268677
	Iteration 0F: 2 clusters Score -716459.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -711195.062500 Penalty: 2880.537354
	Iteration 0F: 3 clusters Score -711195.1 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -712723.187500 Penalty: 2880.537354
	Iteration 1F: 3 clusters Score -712723.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -712896.750000 Penalty: 2880.537354
	Iteration 2F: 3 clusters Score -712896.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -713033.125000 Penalty: 2880.537354
	Iteration 3Q: 3 clusters Score -713033.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -713147.562500 Penalty: 2880.537354
	Iteration 4Q: 3 clusters Score -713147.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -713241.812500 Penalty: 2880.537354
	Iteration 5Q: 3 clusters Score -713241.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -713337.937500 Penalty: 2880.537354
	Iteration 6Q: 3 clusters Score -713337.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -713441.937500 Penalty: 2880.537354
	Iteration 7Q: 3 clusters Score -713441.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -713579.500000 Penalty: 2880.537354
	Iteration 8Q: 3 clusters Score -713579.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -713766.062500 Penalty: 2880.537354
	Iteration 9Q: 3 clusters Score -713766.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -713984.187500 Penalty: 2880.537354
	Iteration 10Q: 3 clusters Score -713984.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -714227.625000 Penalty: 2880.537354
	Iteration 11Q: 3 clusters Score -714227.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -714485.687500 Penalty: 2880.537354
	Iteration 12Q: 3 clusters Score -714485.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -714725.250000 Penalty: 2880.537354
	Iteration 13Q: 3 clusters Score -714725.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -714892.125000 Penalty: 2880.537354
	Iteration 14Q: 3 clusters Score -714892.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -714988.062500 Penalty: 2880.537354
	Iteration 15Q: 3 clusters Score -714988.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -715045.812500 Penalty: 2880.537354
	Iteration 16Q: 3 clusters Score -715045.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -715095.125000 Penalty: 2880.537354
	Iteration 17Q: 3 clusters Score -715095.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -715131.937500 Penalty: 2880.537354
	Iteration 18Q: 3 clusters Score -715131.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -715159.687500 Penalty: 2880.537354
	Iteration 19Q: 3 clusters Score -715159.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -715178.812500 Penalty: 2880.537354
	Iteration 20F: 3 clusters Score -715178.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -715186.250000 Penalty: 2880.537354
	Iteration 21Q: 3 clusters Score -715186.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -715189.000000 Penalty: 2880.537354
	Iteration 22Q: 3 clusters Score -715189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -715192.500000 Penalty: 2880.537354
	Iteration 23Q: 3 clusters Score -715192.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -715194.000000 Penalty: 2880.537354
	Iteration 24Q: 3 clusters Score -715194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -715196.750000 Penalty: 2880.537354
	Iteration 25Q: 3 clusters Score -715196.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -715202.062500 Penalty: 2880.537354
	Iteration 26Q: 3 clusters Score -715202.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -715209.937500 Penalty: 2880.537354
	Iteration 27Q: 3 clusters Score -715209.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -715213.187500 Penalty: 2880.537354
	Iteration 28Q: 3 clusters Score -715213.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -715214.687500 Penalty: 2880.537354
	Iteration 29Q: 3 clusters Score -715214.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -715215.375000 Penalty: 2880.537354
	Iteration 30Q: 3 clusters Score -715215.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -715216.187500 Penalty: 2880.537354
	Iteration 31Q: 3 clusters Score -715216.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -715217.562500 Penalty: 2880.537354
	Iteration 32Q: 3 clusters Score -715217.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -715217.562500 Penalty: 2880.537354
	Iteration 33F: 3 clusters Score -715217.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (186617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186617 members 
Entering Unmasked Estep 
Score: -18987308.000000 Penalty: 1972.232300
	Iteration 0F: 2 clusters Score -1.898731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93373 members 
Mstep: Class 2 contains 93244 members 
Entering Unmasked Estep 
Score: -18871058.000000 Penalty: 3944.464600
	Iteration 0F: 3 clusters Score -1.887106e+07 nChanged 90161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92838 members 
Mstep: Class 2 contains 93779 members 
Entering Unmasked Estep 
Score: -18924230.000000 Penalty: 3944.464600
	Iteration 1F: 3 clusters Score -1.892423e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92897 members 
Mstep: Class 2 contains 93720 members 
Entering Unmasked Estep 
Score: -18925306.000000 Penalty: 3944.464600
	Iteration 2Q: 3 clusters Score -1.892531e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93011 members 
Mstep: Class 2 contains 93606 members 
Entering Unmasked Estep 
Score: -18926540.000000 Penalty: 3944.464600
	Iteration 3Q: 3 clusters Score -1.892654e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93308 members 
Mstep: Class 2 contains 93309 members 
Entering Unmasked Estep 
Score: -18928166.000000 Penalty: 3944.464600
	Iteration 4Q: 3 clusters Score -1.892817e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94048 members 
Mstep: Class 2 contains 92569 members 
Entering Unmasked Estep 
Score: -18930208.000000 Penalty: 3944.464600
	Iteration 5Q: 3 clusters Score -1.893021e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95549 members 
Mstep: Class 2 contains 91068 members 
Entering Unmasked Estep 
Score: -18932942.000000 Penalty: 3944.464600
	Iteration 6Q: 3 clusters Score -1.893294e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98206 members 
Mstep: Class 2 contains 88411 members 
Entering Unmasked Estep 
Score: -18936438.000000 Penalty: 3944.464600
	Iteration 7Q: 3 clusters Score -1.893644e+07 nChanged 9290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102304 members 
Mstep: Class 2 contains 84313 members 
Entering Unmasked Estep 
Score: -18941088.000000 Penalty: 3944.464600
	Iteration 8Q: 3 clusters Score -1.894109e+07 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107894 members 
Mstep: Class 2 contains 78723 members 
Entering Unmasked Estep 
Score: -18946608.000000 Penalty: 3944.464600
	Iteration 9F: 3 clusters Score -1.894661e+07 nChanged 10228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114344 members 
Mstep: Class 2 contains 72273 members 
Entering Unmasked Estep 
Score: -18952132.000000 Penalty: 3944.464600
	Iteration 10F: 3 clusters Score -1.895213e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120961 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -18957738.000000 Penalty: 3944.464600
	Iteration 11F: 3 clusters Score -1.895774e+07 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127733 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
Score: -18963142.000000 Penalty: 3944.464600
	Iteration 12F: 3 clusters Score -1.896314e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134063 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -18967476.000000 Penalty: 3944.464600
	Iteration 13Q: 3 clusters Score -1.896748e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139776 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -18970636.000000 Penalty: 3944.464600
	Iteration 14Q: 3 clusters Score -1.897064e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145327 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -18973452.000000 Penalty: 3944.464600
	Iteration 15Q: 3 clusters Score -1.897345e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150582 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -18975872.000000 Penalty: 3944.464600
	Iteration 16Q: 3 clusters Score -1.897587e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155020 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -18977504.000000 Penalty: 3944.464600
	Iteration 17Q: 3 clusters Score -1.89775e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158945 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -18978734.000000 Penalty: 3944.464600
	Iteration 18Q: 3 clusters Score -1.897873e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162324 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -18979734.000000 Penalty: 3944.464600
	Iteration 19Q: 3 clusters Score -1.897973e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165306 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -18980522.000000 Penalty: 3944.464600
	Iteration 20F: 3 clusters Score -1.898052e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167919 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -18981384.000000 Penalty: 3944.464600
	Iteration 21Q: 3 clusters Score -1.898138e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170186 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -18982086.000000 Penalty: 3944.464600
	Iteration 22Q: 3 clusters Score -1.898209e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172127 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -18982520.000000 Penalty: 3944.464600
	Iteration 23Q: 3 clusters Score -1.898252e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173836 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -18982890.000000 Penalty: 3944.464600
	Iteration 24Q: 3 clusters Score -1.898289e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175376 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -18983418.000000 Penalty: 3944.464600
	Iteration 25Q: 3 clusters Score -1.898342e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176762 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -18983886.000000 Penalty: 3944.464600
	Iteration 26Q: 3 clusters Score -1.898389e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178005 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -18984188.000000 Penalty: 3944.464600
	Iteration 27Q: 3 clusters Score -1.898419e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179067 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -18984506.000000 Penalty: 3944.464600
	Iteration 28Q: 3 clusters Score -1.898451e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180005 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -18984770.000000 Penalty: 3944.464600
	Iteration 29Q: 3 clusters Score -1.898477e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180804 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -18984936.000000 Penalty: 3944.464600
	Iteration 30Q: 3 clusters Score -1.898494e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181492 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -18985084.000000 Penalty: 3944.464600
	Iteration 31Q: 3 clusters Score -1.898508e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182051 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -18985266.000000 Penalty: 3944.464600
	Iteration 32Q: 3 clusters Score -1.898527e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182525 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -18985490.000000 Penalty: 3944.464600
	Iteration 33Q: 3 clusters Score -1.898549e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182898 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -18985558.000000 Penalty: 3944.464600
	Iteration 34Q: 3 clusters Score -1.898556e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183221 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -18985706.000000 Penalty: 3944.464600
	Iteration 35Q: 3 clusters Score -1.898571e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183496 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -18985828.000000 Penalty: 3944.464600
	Iteration 36Q: 3 clusters Score -1.898583e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183705 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -18985884.000000 Penalty: 3944.464600
	Iteration 37Q: 3 clusters Score -1.898588e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183870 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -18985988.000000 Penalty: 3944.464600
	Iteration 38Q: 3 clusters Score -1.898599e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184032 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -18986012.000000 Penalty: 3944.464600
	Iteration 39Q: 3 clusters Score -1.898601e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184169 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -18986038.000000 Penalty: 3944.464600
	Iteration 40F: 3 clusters Score -1.898604e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184272 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -18986050.000000 Penalty: 3944.464600
	Iteration 41Q: 3 clusters Score -1.898605e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184341 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -18986082.000000 Penalty: 3944.464600
	Iteration 42Q: 3 clusters Score -1.898608e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184408 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -18986096.000000 Penalty: 3944.464600
	Iteration 43Q: 3 clusters Score -1.89861e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184467 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -18986130.000000 Penalty: 3944.464600
	Iteration 44Q: 3 clusters Score -1.898613e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184509 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -18986184.000000 Penalty: 3944.464600
	Iteration 45Q: 3 clusters Score -1.898618e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184560 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -18986210.000000 Penalty: 3944.464600
	Iteration 46Q: 3 clusters Score -1.898621e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184603 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -18986220.000000 Penalty: 3944.464600
	Iteration 47Q: 3 clusters Score -1.898622e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184635 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -18986234.000000 Penalty: 3944.464600
	Iteration 48Q: 3 clusters Score -1.898623e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184664 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -18986242.000000 Penalty: 3944.464600
	Iteration 49Q: 3 clusters Score -1.898624e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184692 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -18986238.000000 Penalty: 3944.464600
	Iteration 50Q: 3 clusters Score -1.898624e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184723 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -18986210.000000 Penalty: 3944.464600
	Iteration 51Q: 3 clusters Score -1.898621e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184738 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -18986210.000000 Penalty: 3944.464600
	Iteration 52Q: 3 clusters Score -1.898621e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184752 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -18986222.000000 Penalty: 3944.464600
	Iteration 53Q: 3 clusters Score -1.898622e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184767 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -18986252.000000 Penalty: 3944.464600
	Iteration 54Q: 3 clusters Score -1.898625e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184777 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -18986262.000000 Penalty: 3944.464600
	Iteration 55Q: 3 clusters Score -1.898626e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184793 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -18986266.000000 Penalty: 3944.464600
	Iteration 56Q: 3 clusters Score -1.898627e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184808 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -18986260.000000 Penalty: 3944.464600
	Iteration 57Q: 3 clusters Score -1.898626e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184829 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -18986250.000000 Penalty: 3944.464600
	Iteration 58Q: 3 clusters Score -1.898625e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184838 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -18986258.000000 Penalty: 3944.464600
	Iteration 59Q: 3 clusters Score -1.898626e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184851 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -18986274.000000 Penalty: 3944.464600
	Iteration 60F: 3 clusters Score -1.898627e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184860 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -18986262.000000 Penalty: 3944.464600
	Iteration 61Q: 3 clusters Score -1.898626e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184869 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -18986280.000000 Penalty: 3944.464600
	Iteration 62Q: 3 clusters Score -1.898628e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184877 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -18986282.000000 Penalty: 3944.464600
	Iteration 63Q: 3 clusters Score -1.898628e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184882 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -18986276.000000 Penalty: 3944.464600
	Iteration 64Q: 3 clusters Score -1.898628e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184887 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -18986290.000000 Penalty: 3944.464600
	Iteration 65Q: 3 clusters Score -1.898629e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184888 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -18986292.000000 Penalty: 3944.464600
	Iteration 66Q: 3 clusters Score -1.898629e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184888 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -18986306.000000 Penalty: 3944.464600
	Iteration 67Q: 3 clusters Score -1.898631e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184886 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -18986306.000000 Penalty: 3944.464600
	Iteration 68Q: 3 clusters Score -1.898631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184889 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -18986316.000000 Penalty: 3944.464600
	Iteration 69Q: 3 clusters Score -1.898632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184892 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -18986312.000000 Penalty: 3944.464600
	Iteration 70Q: 3 clusters Score -1.898631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184901 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -18986294.000000 Penalty: 3944.464600
	Iteration 71Q: 3 clusters Score -1.898629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184902 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -18986294.000000 Penalty: 3944.464600
	Iteration 72Q: 3 clusters Score -1.898629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184899 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -18986292.000000 Penalty: 3944.464600
	Iteration 73Q: 3 clusters Score -1.898629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184894 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -18986300.000000 Penalty: 3944.464600
	Iteration 74Q: 3 clusters Score -1.89863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184893 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -18986294.000000 Penalty: 3944.464600
	Iteration 75Q: 3 clusters Score -1.898629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184896 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -18986292.000000 Penalty: 3944.464600
	Iteration 76Q: 3 clusters Score -1.898629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184899 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -18986294.000000 Penalty: 3944.464600
	Iteration 77Q: 3 clusters Score -1.898629e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184908 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -18986294.000000 Penalty: 3944.464600
	Iteration 78Q: 3 clusters Score -1.898629e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184912 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -18986294.000000 Penalty: 3944.464600
	Iteration 79Q: 3 clusters Score -1.898629e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184917 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -18986302.000000 Penalty: 3944.464600
	Iteration 80F: 3 clusters Score -1.89863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184917 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -18986318.000000 Penalty: 3944.464600
	Iteration 81Q: 3 clusters Score -1.898632e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184911 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -18986342.000000 Penalty: 3944.464600
	Iteration 82Q: 3 clusters Score -1.898634e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184912 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -18986330.000000 Penalty: 3944.464600
	Iteration 83Q: 3 clusters Score -1.898633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184908 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -18986332.000000 Penalty: 3944.464600
	Iteration 84Q: 3 clusters Score -1.898633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184911 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -18986340.000000 Penalty: 3944.464600
	Iteration 85Q: 3 clusters Score -1.898634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184917 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -18986340.000000 Penalty: 3944.464600
	Iteration 86Q: 3 clusters Score -1.898634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184919 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -18986346.000000 Penalty: 3944.464600
	Iteration 87Q: 3 clusters Score -1.898635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184921 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -18986350.000000 Penalty: 3944.464600
	Iteration 88Q: 3 clusters Score -1.898635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184927 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -18986352.000000 Penalty: 3944.464600
	Iteration 89Q: 3 clusters Score -1.898635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184933 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -18986370.000000 Penalty: 3944.464600
	Iteration 90Q: 3 clusters Score -1.898637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184936 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -18986364.000000 Penalty: 3944.464600
	Iteration 91Q: 3 clusters Score -1.898636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184940 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -18986360.000000 Penalty: 3944.464600
	Iteration 92Q: 3 clusters Score -1.898636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184944 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -18986358.000000 Penalty: 3944.464600
	Iteration 93Q: 3 clusters Score -1.898636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184945 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -18986366.000000 Penalty: 3944.464600
	Iteration 94Q: 3 clusters Score -1.898637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184945 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -18986376.000000 Penalty: 3944.464600
	Iteration 95Q: 3 clusters Score -1.898638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184946 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -18986366.000000 Penalty: 3944.464600
	Iteration 96Q: 3 clusters Score -1.898637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184947 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -18986372.000000 Penalty: 3944.464600
	Iteration 97Q: 3 clusters Score -1.898637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184945 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -18986368.000000 Penalty: 3944.464600
	Iteration 98Q: 3 clusters Score -1.898637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184947 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -18986372.000000 Penalty: 3944.464600
	Iteration 99Q: 3 clusters Score -1.898637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184948 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -18986370.000000 Penalty: 3944.464600
	Iteration 100F: 3 clusters Score -1.898637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184949 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -18986366.000000 Penalty: 3944.464600
	Iteration 101Q: 3 clusters Score -1.898637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184949 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -18986366.000000 Penalty: 3944.464600
	Iteration 102F: 3 clusters Score -1.898637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (135660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135660 members 
Entering Unmasked Estep 
Score: -13784581.000000 Penalty: 1920.409912
	Iteration 0F: 2 clusters Score -1.378458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68201 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
Score: -13694013.000000 Penalty: 3840.819824
	Iteration 0F: 3 clusters Score -1.369401e+07 nChanged 65404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76729 members 
Mstep: Class 2 contains 58931 members 
Entering Unmasked Estep 
Score: -13733872.000000 Penalty: 3840.819824
	Iteration 1F: 3 clusters Score -1.373387e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82128 members 
Mstep: Class 2 contains 53532 members 
Entering Unmasked Estep 
Score: -13736508.000000 Penalty: 3840.819824
	Iteration 2Q: 3 clusters Score -1.373651e+07 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90024 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -13741322.000000 Penalty: 3840.819824
	Iteration 3F: 3 clusters Score -1.374132e+07 nChanged 10834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100548 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -13749468.000000 Penalty: 3840.819824
	Iteration 4F: 3 clusters Score -1.374947e+07 nChanged 12186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112612 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -13760513.000000 Penalty: 3840.819824
	Iteration 5F: 3 clusters Score -1.376051e+07 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123603 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -13771323.000000 Penalty: 3840.819824
	Iteration 6F: 3 clusters Score -1.377132e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130780 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -13778549.000000 Penalty: 3840.819824
	Iteration 7F: 3 clusters Score -1.377855e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133941 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -13781489.000000 Penalty: 3840.819824
	Iteration 8Q: 3 clusters Score -1.378149e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134973 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -13782455.000000 Penalty: 3840.819824
	Iteration 9Q: 3 clusters Score -1.378246e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135279 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -13782710.000000 Penalty: 3840.819824
	Iteration 10Q: 3 clusters Score -1.378271e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135382 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -13782837.000000 Penalty: 3840.819824
	Iteration 11Q: 3 clusters Score -1.378284e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135413 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13782864.000000 Penalty: 3840.819824
	Iteration 12Q: 3 clusters Score -1.378286e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135430 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -13782912.000000 Penalty: 3840.819824
	Iteration 13Q: 3 clusters Score -1.378291e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135436 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -13782928.000000 Penalty: 3840.819824
	Iteration 14Q: 3 clusters Score -1.378293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135444 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13782936.000000 Penalty: 3840.819824
	Iteration 15Q: 3 clusters Score -1.378294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135443 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13782937.000000 Penalty: 3840.819824
	Iteration 16Q: 3 clusters Score -1.378294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135447 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13782946.000000 Penalty: 3840.819824
	Iteration 17Q: 3 clusters Score -1.378295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135452 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13782956.000000 Penalty: 3840.819824
	Iteration 18Q: 3 clusters Score -1.378296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135452 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13782952.000000 Penalty: 3840.819824
	Iteration 19Q: 3 clusters Score -1.378295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135450 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13782954.000000 Penalty: 3840.819824
	Iteration 20F: 3 clusters Score -1.378295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135454 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13782978.000000 Penalty: 3840.819824
	Iteration 21Q: 3 clusters Score -1.378298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135458 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13782977.000000 Penalty: 3840.819824
	Iteration 22Q: 3 clusters Score -1.378298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135456 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13782969.000000 Penalty: 3840.819824
	Iteration 23Q: 3 clusters Score -1.378297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135452 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13782989.000000 Penalty: 3840.819824
	Iteration 24Q: 3 clusters Score -1.378299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135453 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13782989.000000 Penalty: 3840.819824
	Iteration 25Q: 3 clusters Score -1.378299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135452 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13782993.000000 Penalty: 3840.819824
	Iteration 26Q: 3 clusters Score -1.378299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135450 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13782986.000000 Penalty: 3840.819824
	Iteration 27Q: 3 clusters Score -1.378299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135453 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13782995.000000 Penalty: 3840.819824
	Iteration 28Q: 3 clusters Score -1.3783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135452 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13782994.000000 Penalty: 3840.819824
	Iteration 29Q: 3 clusters Score -1.378299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135451 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13783001.000000 Penalty: 3840.819824
	Iteration 30Q: 3 clusters Score -1.3783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135450 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13783005.000000 Penalty: 3840.819824
	Iteration 31Q: 3 clusters Score -1.3783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135450 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13783005.000000 Penalty: 3840.819824
	Iteration 32F: 3 clusters Score -1.3783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Entering Unmasked Estep 
Score: -3635705.000000 Penalty: 1703.558716
	Iteration 0F: 2 clusters Score -3635705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3611680.000000 Penalty: 3407.117432
	Iteration 0F: 3 clusters Score -3611680 nChanged 16613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -3621023.250000 Penalty: 3407.117432
	Iteration 1F: 3 clusters Score -3621023 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -3621768.000000 Penalty: 3407.117432
	Iteration 2F: 3 clusters Score -3621768 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -3622738.250000 Penalty: 3407.117432
	Iteration 3F: 3 clusters Score -3622738 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -3624125.750000 Penalty: 3407.117432
	Iteration 4F: 3 clusters Score -3624126 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3626127.250000 Penalty: 3407.117432
	Iteration 5F: 3 clusters Score -3626127 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -3628490.250000 Penalty: 3407.117432
	Iteration 6F: 3 clusters Score -3628490 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -3630920.250000 Penalty: 3407.117432
	Iteration 7F: 3 clusters Score -3630920 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -3632652.000000 Penalty: 3407.117432
	Iteration 8F: 3 clusters Score -3632652 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -3633535.250000 Penalty: 3407.117432
	Iteration 9Q: 3 clusters Score -3633535 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -3633930.250000 Penalty: 3407.117432
	Iteration 10Q: 3 clusters Score -3633930 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -3634082.250000 Penalty: 3407.117432
	Iteration 11Q: 3 clusters Score -3634082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -3634142.250000 Penalty: 3407.117432
	Iteration 12Q: 3 clusters Score -3634142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -3634170.500000 Penalty: 3407.117432
	Iteration 13Q: 3 clusters Score -3634170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -3634188.000000 Penalty: 3407.117432
	Iteration 14Q: 3 clusters Score -3634188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -3634195.000000 Penalty: 3407.117432
	Iteration 15Q: 3 clusters Score -3634195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -3634203.500000 Penalty: 3407.117432
	Iteration 16Q: 3 clusters Score -3634204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -3634210.500000 Penalty: 3407.117432
	Iteration 17Q: 3 clusters Score -3634210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -3634214.250000 Penalty: 3407.117432
	Iteration 18Q: 3 clusters Score -3634214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -3634218.750000 Penalty: 3407.117432
	Iteration 19Q: 3 clusters Score -3634219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -3634218.750000 Penalty: 3407.117432
	Iteration 20F: 3 clusters Score -3634219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Entering Unmasked Estep 
Score: -752800.875000 Penalty: 1447.750732
	Iteration 0F: 2 clusters Score -752800.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -747314.750000 Penalty: 2895.501465
	Iteration 0F: 3 clusters Score -747314.8 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -749001.187500 Penalty: 2895.501465
	Iteration 1F: 3 clusters Score -749001.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -749254.125000 Penalty: 2895.501465
	Iteration 2F: 3 clusters Score -749254.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -749479.250000 Penalty: 2895.501465
	Iteration 3F: 3 clusters Score -749479.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -749687.312500 Penalty: 2895.501465
	Iteration 4Q: 3 clusters Score -749687.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -749872.375000 Penalty: 2895.501465
	Iteration 5Q: 3 clusters Score -749872.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -750024.875000 Penalty: 2895.501465
	Iteration 6Q: 3 clusters Score -750024.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -750177.125000 Penalty: 2895.501465
	Iteration 7Q: 3 clusters Score -750177.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -750325.750000 Penalty: 2895.501465
	Iteration 8Q: 3 clusters Score -750325.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -750472.187500 Penalty: 2895.501465
	Iteration 9Q: 3 clusters Score -750472.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -750622.375000 Penalty: 2895.501465
	Iteration 10Q: 3 clusters Score -750622.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -750753.687500 Penalty: 2895.501465
	Iteration 11Q: 3 clusters Score -750753.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -750859.562500 Penalty: 2895.501465
	Iteration 12Q: 3 clusters Score -750859.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -750962.437500 Penalty: 2895.501465
	Iteration 13Q: 3 clusters Score -750962.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -751052.875000 Penalty: 2895.501465
	Iteration 14Q: 3 clusters Score -751052.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -751135.375000 Penalty: 2895.501465
	Iteration 15Q: 3 clusters Score -751135.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -751212.375000 Penalty: 2895.501465
	Iteration 16Q: 3 clusters Score -751212.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -751269.937500 Penalty: 2895.501465
	Iteration 17Q: 3 clusters Score -751269.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -751308.937500 Penalty: 2895.501465
	Iteration 18Q: 3 clusters Score -751308.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -751331.875000 Penalty: 2895.501465
	Iteration 19Q: 3 clusters Score -751331.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -751361.312500 Penalty: 2895.501465
	Iteration 20F: 3 clusters Score -751361.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -751380.937500 Penalty: 2895.501465
	Iteration 21Q: 3 clusters Score -751380.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -751408.062500 Penalty: 2895.501465
	Iteration 22Q: 3 clusters Score -751408.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -751433.125000 Penalty: 2895.501465
	Iteration 23Q: 3 clusters Score -751433.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -751449.750000 Penalty: 2895.501465
	Iteration 24Q: 3 clusters Score -751449.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -751467.687500 Penalty: 2895.501465
	Iteration 25Q: 3 clusters Score -751467.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -751481.437500 Penalty: 2895.501465
	Iteration 26Q: 3 clusters Score -751481.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -751492.375000 Penalty: 2895.501465
	Iteration 27Q: 3 clusters Score -751492.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -751504.937500 Penalty: 2895.501465
	Iteration 28Q: 3 clusters Score -751504.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -751523.750000 Penalty: 2895.501465
	Iteration 29Q: 3 clusters Score -751523.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -751537.062500 Penalty: 2895.501465
	Iteration 30Q: 3 clusters Score -751537.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -751550.875000 Penalty: 2895.501465
	Iteration 31Q: 3 clusters Score -751550.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -751555.687500 Penalty: 2895.501465
	Iteration 32Q: 3 clusters Score -751555.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -751563.937500 Penalty: 2895.501465
	Iteration 33Q: 3 clusters Score -751563.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -751569.937500 Penalty: 2895.501465
	Iteration 34Q: 3 clusters Score -751569.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -751570.750000 Penalty: 2895.501465
	Iteration 35Q: 3 clusters Score -751570.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -751572.625000 Penalty: 2895.501465
	Iteration 36Q: 3 clusters Score -751572.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -751578.312500 Penalty: 2895.501465
	Iteration 37Q: 3 clusters Score -751578.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -751577.875000 Penalty: 2895.501465
	Iteration 38Q: 3 clusters Score -751577.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -751580.937500 Penalty: 2895.501465
	Iteration 39Q: 3 clusters Score -751580.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -751585.437500 Penalty: 2895.501465
	Iteration 40F: 3 clusters Score -751585.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -751590.250000 Penalty: 2895.501465
	Iteration 41Q: 3 clusters Score -751590.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -751592.625000 Penalty: 2895.501465
	Iteration 42Q: 3 clusters Score -751592.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -751593.500000 Penalty: 2895.501465
	Iteration 43Q: 3 clusters Score -751593.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -751594.000000 Penalty: 2895.501465
	Iteration 44Q: 3 clusters Score -751594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -751593.875000 Penalty: 2895.501465
	Iteration 45Q: 3 clusters Score -751593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -751595.062500 Penalty: 2895.501465
	Iteration 46Q: 3 clusters Score -751595.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -751595.125000 Penalty: 2895.501465
	Iteration 47Q: 3 clusters Score -751595.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -751595.125000 Penalty: 2895.501465
	Iteration 48Q: 3 clusters Score -751595.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -751596.250000 Penalty: 2895.501465
	Iteration 49Q: 3 clusters Score -751596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -751597.875000 Penalty: 2895.501465
	Iteration 50Q: 3 clusters Score -751597.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -751598.187500 Penalty: 2895.501465
	Iteration 51Q: 3 clusters Score -751598.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -751597.875000 Penalty: 2895.501465
	Iteration 52Q: 3 clusters Score -751597.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -751597.875000 Penalty: 2895.501465
	Iteration 53F: 3 clusters Score -751597.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Entering Unmasked Estep 
Score: -345355.812500 Penalty: 1335.684326
	Iteration 0F: 2 clusters Score -345355.8 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 1816 members 
Entering Unmasked Estep 
Score: -342201.625000 Penalty: 2671.368652
	Iteration 0F: 3 clusters Score -342201.6 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -343170.562500 Penalty: 2671.368652
	Iteration 1F: 3 clusters Score -343170.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -343500.156250 Penalty: 2671.368652
	Iteration 2F: 3 clusters Score -343500.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -343829.843750 Penalty: 2671.368652
	Iteration 3F: 3 clusters Score -343829.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -344206.593750 Penalty: 2671.368652
	Iteration 4F: 3 clusters Score -344206.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -344585.437500 Penalty: 2671.368652
	Iteration 5F: 3 clusters Score -344585.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -344799.531250 Penalty: 2671.368652
	Iteration 6F: 3 clusters Score -344799.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -344945.218750 Penalty: 2671.368652
	Iteration 7Q: 3 clusters Score -344945.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -345032.312500 Penalty: 2671.368652
	Iteration 8Q: 3 clusters Score -345032.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -345081.718750 Penalty: 2671.368652
	Iteration 9Q: 3 clusters Score -345081.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -345111.875000 Penalty: 2671.368652
	Iteration 10Q: 3 clusters Score -345111.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -345127.562500 Penalty: 2671.368652
	Iteration 11Q: 3 clusters Score -345127.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -345135.031250 Penalty: 2671.368652
	Iteration 12Q: 3 clusters Score -345135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -345141.593750 Penalty: 2671.368652
	Iteration 13Q: 3 clusters Score -345141.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -345146.718750 Penalty: 2671.368652
	Iteration 14Q: 3 clusters Score -345146.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -345149.718750 Penalty: 2671.368652
	Iteration 15Q: 3 clusters Score -345149.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -345152.000000 Penalty: 2671.368652
	Iteration 16Q: 3 clusters Score -345152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -345152.000000 Penalty: 2671.368652
	Iteration 17F: 3 clusters Score -345152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (154244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154244 members 
Entering Unmasked Estep 
Score: -15684511.000000 Penalty: 1941.272339
	Iteration 0F: 2 clusters Score -1.568451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77331 members 
Mstep: Class 2 contains 76913 members 
Entering Unmasked Estep 
Score: -15582276.000000 Penalty: 3882.544678
	Iteration 0F: 3 clusters Score -1.558228e+07 nChanged 74341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81882 members 
Mstep: Class 2 contains 72362 members 
Entering Unmasked Estep 
Score: -15625867.000000 Penalty: 3882.544678
	Iteration 1F: 3 clusters Score -1.562587e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85253 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -15627296.000000 Penalty: 3882.544678
	Iteration 2Q: 3 clusters Score -1.56273e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90587 members 
Mstep: Class 2 contains 63657 members 
Entering Unmasked Estep 
Score: -15629911.000000 Penalty: 3882.544678
	Iteration 3Q: 3 clusters Score -1.562991e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98460 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -15634466.000000 Penalty: 3882.544678
	Iteration 4F: 3 clusters Score -1.563447e+07 nChanged 11083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109083 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -15641798.000000 Penalty: 3882.544678
	Iteration 5F: 3 clusters Score -1.56418e+07 nChanged 13098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121987 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -15652790.000000 Penalty: 3882.544678
	Iteration 6F: 3 clusters Score -1.565279e+07 nChanged 13232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135171 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -15665425.000000 Penalty: 3882.544678
	Iteration 7F: 3 clusters Score -1.566542e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145244 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -15675288.000000 Penalty: 3882.544678
	Iteration 8F: 3 clusters Score -1.567529e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150731 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -15680216.000000 Penalty: 3882.544678
	Iteration 9Q: 3 clusters Score -1.568022e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152929 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -15681979.000000 Penalty: 3882.544678
	Iteration 10Q: 3 clusters Score -1.568198e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153649 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -15682492.000000 Penalty: 3882.544678
	Iteration 11Q: 3 clusters Score -1.568249e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153871 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -15682679.000000 Penalty: 3882.544678
	Iteration 12Q: 3 clusters Score -1.568268e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153945 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -15682735.000000 Penalty: 3882.544678
	Iteration 13Q: 3 clusters Score -1.568274e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153971 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -15682786.000000 Penalty: 3882.544678
	Iteration 14Q: 3 clusters Score -1.568279e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153983 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -15682817.000000 Penalty: 3882.544678
	Iteration 15Q: 3 clusters Score -1.568282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153988 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -15682831.000000 Penalty: 3882.544678
	Iteration 16Q: 3 clusters Score -1.568283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153993 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -15682840.000000 Penalty: 3882.544678
	Iteration 17Q: 3 clusters Score -1.568284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153995 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15682849.000000 Penalty: 3882.544678
	Iteration 18Q: 3 clusters Score -1.568285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153997 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -15682845.000000 Penalty: 3882.544678
	Iteration 19Q: 3 clusters Score -1.568284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153995 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15682847.000000 Penalty: 3882.544678
	Iteration 20F: 3 clusters Score -1.568285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153995 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15682860.000000 Penalty: 3882.544678
	Iteration 21Q: 3 clusters Score -1.568286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153994 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15682853.000000 Penalty: 3882.544678
	Iteration 22Q: 3 clusters Score -1.568285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153994 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15682853.000000 Penalty: 3882.544678
	Iteration 23F: 3 clusters Score -1.568285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Entering Unmasked Estep 
Score: -301989.406250 Penalty: 1297.751831
	Iteration 0F: 2 clusters Score -301989.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -299353.750000 Penalty: 2595.503662
	Iteration 0F: 3 clusters Score -299353.8 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -299982.062500 Penalty: 2595.503662
	Iteration 1F: 3 clusters Score -299982.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -300086.562500 Penalty: 2595.503662
	Iteration 2F: 3 clusters Score -300086.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -300163.781250 Penalty: 2595.503662
	Iteration 3Q: 3 clusters Score -300163.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -300222.687500 Penalty: 2595.503662
	Iteration 4Q: 3 clusters Score -300222.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -300283.437500 Penalty: 2595.503662
	Iteration 5Q: 3 clusters Score -300283.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -300353.593750 Penalty: 2595.503662
	Iteration 6Q: 3 clusters Score -300353.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -300440.250000 Penalty: 2595.503662
	Iteration 7Q: 3 clusters Score -300440.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -300582.062500 Penalty: 2595.503662
	Iteration 8Q: 3 clusters Score -300582.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -300726.000000 Penalty: 2595.503662
	Iteration 9Q: 3 clusters Score -300726 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -300860.531250 Penalty: 2595.503662
	Iteration 10Q: 3 clusters Score -300860.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -300993.937500 Penalty: 2595.503662
	Iteration 11Q: 3 clusters Score -300993.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -301090.906250 Penalty: 2595.503662
	Iteration 12Q: 3 clusters Score -301090.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -301177.187500 Penalty: 2595.503662
	Iteration 13Q: 3 clusters Score -301177.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -301249.531250 Penalty: 2595.503662
	Iteration 14Q: 3 clusters Score -301249.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -301295.812500 Penalty: 2595.503662
	Iteration 15Q: 3 clusters Score -301295.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -301331.656250 Penalty: 2595.503662
	Iteration 16Q: 3 clusters Score -301331.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -301348.718750 Penalty: 2595.503662
	Iteration 17Q: 3 clusters Score -301348.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -301357.468750 Penalty: 2595.503662
	Iteration 18Q: 3 clusters Score -301357.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -301360.750000 Penalty: 2595.503662
	Iteration 19Q: 3 clusters Score -301360.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -301362.125000 Penalty: 2595.503662
	Iteration 20F: 3 clusters Score -301362.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -301364.468750 Penalty: 2595.503662
	Iteration 21Q: 3 clusters Score -301364.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -301365.250000 Penalty: 2595.503662
	Iteration 22Q: 3 clusters Score -301365.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -301366.750000 Penalty: 2595.503662
	Iteration 23Q: 3 clusters Score -301366.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -301367.156250 Penalty: 2595.503662
	Iteration 24Q: 3 clusters Score -301367.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -301367.000000 Penalty: 2595.503662
	Iteration 25Q: 3 clusters Score -301367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -301367.000000 Penalty: 2595.503662
	Iteration 26F: 3 clusters Score -301367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (164419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164419 members 
Entering Unmasked Estep 
Score: -16564284.000000 Penalty: 1951.653198
	Iteration 0F: 2 clusters Score -1.656428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82587 members 
Mstep: Class 2 contains 81832 members 
Entering Unmasked Estep 
Score: -16457675.000000 Penalty: 3903.306396
	Iteration 0F: 3 clusters Score -1.645768e+07 nChanged 79480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89335 members 
Mstep: Class 2 contains 75084 members 
Entering Unmasked Estep 
Score: -16504135.000000 Penalty: 3903.306396
	Iteration 1F: 3 clusters Score -1.650414e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93796 members 
Mstep: Class 2 contains 70623 members 
Entering Unmasked Estep 
Score: -16505835.000000 Penalty: 3903.306396
	Iteration 2Q: 3 clusters Score -1.650584e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100888 members 
Mstep: Class 2 contains 63531 members 
Entering Unmasked Estep 
Score: -16509260.000000 Penalty: 3903.306396
	Iteration 3Q: 3 clusters Score -1.650926e+07 nChanged 11429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111281 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -16516246.000000 Penalty: 3903.306396
	Iteration 4F: 3 clusters Score -1.651625e+07 nChanged 14749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124866 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -16528070.000000 Penalty: 3903.306396
	Iteration 5F: 3 clusters Score -1.652807e+07 nChanged 14796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138350 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -16541556.000000 Penalty: 3903.306396
	Iteration 6F: 3 clusters Score -1.654156e+07 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147050 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -16553501.000000 Penalty: 3903.306396
	Iteration 7F: 3 clusters Score -1.65535e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150775 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -16561186.000000 Penalty: 3903.306396
	Iteration 8Q: 3 clusters Score -1.656119e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151647 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -16564410.000000 Penalty: 3903.306396
	Iteration 9Q: 3 clusters Score -1.656441e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151858 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -16565501.000000 Penalty: 3903.306396
	Iteration 10Q: 3 clusters Score -1.65655e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152068 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -16566012.000000 Penalty: 3903.306396
	Iteration 11Q: 3 clusters Score -1.656601e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152224 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -16566380.000000 Penalty: 3903.306396
	Iteration 12Q: 3 clusters Score -1.656638e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152343 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -16566593.000000 Penalty: 3903.306396
	Iteration 13Q: 3 clusters Score -1.656659e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152475 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -16566721.000000 Penalty: 3903.306396
	Iteration 14Q: 3 clusters Score -1.656672e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152606 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -16566781.000000 Penalty: 3903.306396
	Iteration 15Q: 3 clusters Score -1.656678e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152731 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -16566842.000000 Penalty: 3903.306396
	Iteration 16Q: 3 clusters Score -1.656684e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152851 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -16566840.000000 Penalty: 3903.306396
	Iteration 17Q: 3 clusters Score -1.656684e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152954 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -16566859.000000 Penalty: 3903.306396
	Iteration 18Q: 3 clusters Score -1.656686e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153051 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -16566837.000000 Penalty: 3903.306396
	Iteration 19Q: 3 clusters Score -1.656684e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153133 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -16566835.000000 Penalty: 3903.306396
	Iteration 20F: 3 clusters Score -1.656684e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153192 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -16566853.000000 Penalty: 3903.306396
	Iteration 21Q: 3 clusters Score -1.656685e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153241 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -16566836.000000 Penalty: 3903.306396
	Iteration 22Q: 3 clusters Score -1.656684e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153290 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -16566839.000000 Penalty: 3903.306396
	Iteration 23Q: 3 clusters Score -1.656684e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153348 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -16566830.000000 Penalty: 3903.306396
	Iteration 24Q: 3 clusters Score -1.656683e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153399 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -16566828.000000 Penalty: 3903.306396
	Iteration 25Q: 3 clusters Score -1.656683e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153456 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -16566839.000000 Penalty: 3903.306396
	Iteration 26Q: 3 clusters Score -1.656684e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153527 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -16566826.000000 Penalty: 3903.306396
	Iteration 27Q: 3 clusters Score -1.656683e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153608 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -16566824.000000 Penalty: 3903.306396
	Iteration 28Q: 3 clusters Score -1.656682e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153674 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -16566790.000000 Penalty: 3903.306396
	Iteration 29Q: 3 clusters Score -1.656679e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153744 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -16566768.000000 Penalty: 3903.306396
	Iteration 30Q: 3 clusters Score -1.656677e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153806 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -16566768.000000 Penalty: 3903.306396
	Iteration 31Q: 3 clusters Score -1.656677e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153875 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -16566756.000000 Penalty: 3903.306396
	Iteration 32Q: 3 clusters Score -1.656676e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153950 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -16566751.000000 Penalty: 3903.306396
	Iteration 33Q: 3 clusters Score -1.656675e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154025 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -16566772.000000 Penalty: 3903.306396
	Iteration 34Q: 3 clusters Score -1.656677e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154113 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -16566759.000000 Penalty: 3903.306396
	Iteration 35Q: 3 clusters Score -1.656676e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154206 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -16566760.000000 Penalty: 3903.306396
	Iteration 36Q: 3 clusters Score -1.656676e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154306 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -16566758.000000 Penalty: 3903.306396
	Iteration 37Q: 3 clusters Score -1.656676e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154406 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -16566746.000000 Penalty: 3903.306396
	Iteration 38Q: 3 clusters Score -1.656675e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154511 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -16566744.000000 Penalty: 3903.306396
	Iteration 39Q: 3 clusters Score -1.656674e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154613 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -16566724.000000 Penalty: 3903.306396
	Iteration 40F: 3 clusters Score -1.656672e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154716 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -16566699.000000 Penalty: 3903.306396
	Iteration 41Q: 3 clusters Score -1.65667e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154830 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -16566674.000000 Penalty: 3903.306396
	Iteration 42Q: 3 clusters Score -1.656667e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154951 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -16566676.000000 Penalty: 3903.306396
	Iteration 43Q: 3 clusters Score -1.656668e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155078 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -16566624.000000 Penalty: 3903.306396
	Iteration 44Q: 3 clusters Score -1.656662e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155195 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -16566562.000000 Penalty: 3903.306396
	Iteration 45Q: 3 clusters Score -1.656656e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155314 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -16566559.000000 Penalty: 3903.306396
	Iteration 46Q: 3 clusters Score -1.656656e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155435 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -16566513.000000 Penalty: 3903.306396
	Iteration 47Q: 3 clusters Score -1.656651e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155545 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -16566478.000000 Penalty: 3903.306396
	Iteration 48Q: 3 clusters Score -1.656648e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155659 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -16566466.000000 Penalty: 3903.306396
	Iteration 49Q: 3 clusters Score -1.656647e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155759 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -16566467.000000 Penalty: 3903.306396
	Iteration 50Q: 3 clusters Score -1.656647e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155869 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -16566392.000000 Penalty: 3903.306396
	Iteration 51Q: 3 clusters Score -1.656639e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155990 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -16566345.000000 Penalty: 3903.306396
	Iteration 52Q: 3 clusters Score -1.656634e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156115 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -16566288.000000 Penalty: 3903.306396
	Iteration 53Q: 3 clusters Score -1.656629e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156247 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -16566252.000000 Penalty: 3903.306396
	Iteration 54Q: 3 clusters Score -1.656625e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156404 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -16566178.000000 Penalty: 3903.306396
	Iteration 55Q: 3 clusters Score -1.656618e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156553 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -16566103.000000 Penalty: 3903.306396
	Iteration 56Q: 3 clusters Score -1.65661e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156694 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -16566089.000000 Penalty: 3903.306396
	Iteration 57Q: 3 clusters Score -1.656609e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156814 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -16566096.000000 Penalty: 3903.306396
	Iteration 58Q: 3 clusters Score -1.65661e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156937 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -16566033.000000 Penalty: 3903.306396
	Iteration 59Q: 3 clusters Score -1.656603e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157062 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -16565996.000000 Penalty: 3903.306396
	Iteration 60F: 3 clusters Score -1.6566e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157169 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -16565949.000000 Penalty: 3903.306396
	Iteration 61Q: 3 clusters Score -1.656595e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157265 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -16565916.000000 Penalty: 3903.306396
	Iteration 62Q: 3 clusters Score -1.656592e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157346 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -16565872.000000 Penalty: 3903.306396
	Iteration 63Q: 3 clusters Score -1.656587e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157436 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -16565840.000000 Penalty: 3903.306396
	Iteration 64Q: 3 clusters Score -1.656584e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157517 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -16565806.000000 Penalty: 3903.306396
	Iteration 65Q: 3 clusters Score -1.656581e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157597 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -16565800.000000 Penalty: 3903.306396
	Iteration 66Q: 3 clusters Score -1.65658e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157679 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -16565759.000000 Penalty: 3903.306396
	Iteration 67Q: 3 clusters Score -1.656576e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157756 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -16565751.000000 Penalty: 3903.306396
	Iteration 68Q: 3 clusters Score -1.656575e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157838 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -16565710.000000 Penalty: 3903.306396
	Iteration 69Q: 3 clusters Score -1.656571e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157927 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -16565659.000000 Penalty: 3903.306396
	Iteration 70Q: 3 clusters Score -1.656566e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158026 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -16565596.000000 Penalty: 3903.306396
	Iteration 71Q: 3 clusters Score -1.65656e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158137 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -16565543.000000 Penalty: 3903.306396
	Iteration 72Q: 3 clusters Score -1.656554e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158232 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -16565519.000000 Penalty: 3903.306396
	Iteration 73Q: 3 clusters Score -1.656552e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158335 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -16565458.000000 Penalty: 3903.306396
	Iteration 74Q: 3 clusters Score -1.656546e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158456 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -16565372.000000 Penalty: 3903.306396
	Iteration 75Q: 3 clusters Score -1.656537e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158572 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -16565334.000000 Penalty: 3903.306396
	Iteration 76Q: 3 clusters Score -1.656533e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158680 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -16565299.000000 Penalty: 3903.306396
	Iteration 77Q: 3 clusters Score -1.65653e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158807 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -16565257.000000 Penalty: 3903.306396
	Iteration 78Q: 3 clusters Score -1.656526e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158921 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -16565214.000000 Penalty: 3903.306396
	Iteration 79Q: 3 clusters Score -1.656521e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159030 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -16565177.000000 Penalty: 3903.306396
	Iteration 80F: 3 clusters Score -1.656518e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159138 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -16565165.000000 Penalty: 3903.306396
	Iteration 81Q: 3 clusters Score -1.656516e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159234 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -16565131.000000 Penalty: 3903.306396
	Iteration 82Q: 3 clusters Score -1.656513e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159330 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -16565044.000000 Penalty: 3903.306396
	Iteration 83Q: 3 clusters Score -1.656504e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159414 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -16565008.000000 Penalty: 3903.306396
	Iteration 84Q: 3 clusters Score -1.656501e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159498 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -16564970.000000 Penalty: 3903.306396
	Iteration 85Q: 3 clusters Score -1.656497e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159593 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -16564930.000000 Penalty: 3903.306396
	Iteration 86Q: 3 clusters Score -1.656493e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159676 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -16564916.000000 Penalty: 3903.306396
	Iteration 87Q: 3 clusters Score -1.656492e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159769 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -16564887.000000 Penalty: 3903.306396
	Iteration 88Q: 3 clusters Score -1.656489e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159865 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -16564831.000000 Penalty: 3903.306396
	Iteration 89Q: 3 clusters Score -1.656483e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159962 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -16564769.000000 Penalty: 3903.306396
	Iteration 90Q: 3 clusters Score -1.656477e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160048 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -16564751.000000 Penalty: 3903.306396
	Iteration 91Q: 3 clusters Score -1.656475e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160134 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -16564730.000000 Penalty: 3903.306396
	Iteration 92Q: 3 clusters Score -1.656473e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160210 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -16564684.000000 Penalty: 3903.306396
	Iteration 93Q: 3 clusters Score -1.656468e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160266 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -16564663.000000 Penalty: 3903.306396
	Iteration 94Q: 3 clusters Score -1.656466e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160331 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -16564636.000000 Penalty: 3903.306396
	Iteration 95Q: 3 clusters Score -1.656464e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160381 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -16564625.000000 Penalty: 3903.306396
	Iteration 96Q: 3 clusters Score -1.656462e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160423 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -16564594.000000 Penalty: 3903.306396
	Iteration 97Q: 3 clusters Score -1.656459e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160459 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -16564597.000000 Penalty: 3903.306396
	Iteration 98Q: 3 clusters Score -1.65646e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160502 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -16564544.000000 Penalty: 3903.306396
	Iteration 99Q: 3 clusters Score -1.656454e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160547 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -16564521.000000 Penalty: 3903.306396
	Iteration 100F: 3 clusters Score -1.656452e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160597 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -16564479.000000 Penalty: 3903.306396
	Iteration 101Q: 3 clusters Score -1.656448e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160651 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -16564451.000000 Penalty: 3903.306396
	Iteration 102Q: 3 clusters Score -1.656445e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160707 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -16564426.000000 Penalty: 3903.306396
	Iteration 103Q: 3 clusters Score -1.656443e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160749 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -16564411.000000 Penalty: 3903.306396
	Iteration 104Q: 3 clusters Score -1.656441e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160795 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -16564396.000000 Penalty: 3903.306396
	Iteration 105Q: 3 clusters Score -1.65644e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160837 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -16564385.000000 Penalty: 3903.306396
	Iteration 106Q: 3 clusters Score -1.656438e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160885 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -16564350.000000 Penalty: 3903.306396
	Iteration 107Q: 3 clusters Score -1.656435e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160936 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -16564317.000000 Penalty: 3903.306396
	Iteration 108Q: 3 clusters Score -1.656432e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161008 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -16564271.000000 Penalty: 3903.306396
	Iteration 109Q: 3 clusters Score -1.656427e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161071 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -16564246.000000 Penalty: 3903.306396
	Iteration 110Q: 3 clusters Score -1.656425e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161140 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -16564195.000000 Penalty: 3903.306396
	Iteration 111Q: 3 clusters Score -1.65642e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161210 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -16564144.000000 Penalty: 3903.306396
	Iteration 112Q: 3 clusters Score -1.656414e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161276 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -16564111.000000 Penalty: 3903.306396
	Iteration 113Q: 3 clusters Score -1.656411e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161337 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -16564097.000000 Penalty: 3903.306396
	Iteration 114Q: 3 clusters Score -1.65641e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161399 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -16564080.000000 Penalty: 3903.306396
	Iteration 115Q: 3 clusters Score -1.656408e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161465 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -16564038.000000 Penalty: 3903.306396
	Iteration 116Q: 3 clusters Score -1.656404e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161527 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -16563970.000000 Penalty: 3903.306396
	Iteration 117Q: 3 clusters Score -1.656397e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161591 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -16563940.000000 Penalty: 3903.306396
	Iteration 118Q: 3 clusters Score -1.656394e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161661 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -16563917.000000 Penalty: 3903.306396
	Iteration 119Q: 3 clusters Score -1.656392e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161732 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -16563880.000000 Penalty: 3903.306396
	Iteration 120F: 3 clusters Score -1.656388e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161810 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -16563849.000000 Penalty: 3903.306396
	Iteration 121Q: 3 clusters Score -1.656385e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161898 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -16563806.000000 Penalty: 3903.306396
	Iteration 122Q: 3 clusters Score -1.656381e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161976 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -16563751.000000 Penalty: 3903.306396
	Iteration 123Q: 3 clusters Score -1.656375e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162064 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -16563751.000000 Penalty: 3903.306396
	Iteration 124Q: 3 clusters Score -1.656375e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162149 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -16563744.000000 Penalty: 3903.306396
	Iteration 125Q: 3 clusters Score -1.656374e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162231 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -16563681.000000 Penalty: 3903.306396
	Iteration 126Q: 3 clusters Score -1.656368e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162307 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -16563656.000000 Penalty: 3903.306396
	Iteration 127Q: 3 clusters Score -1.656366e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162396 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -16563634.000000 Penalty: 3903.306396
	Iteration 128Q: 3 clusters Score -1.656363e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162493 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -16563610.000000 Penalty: 3903.306396
	Iteration 129Q: 3 clusters Score -1.656361e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162584 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -16563545.000000 Penalty: 3903.306396
	Iteration 130Q: 3 clusters Score -1.656354e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162668 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -16563529.000000 Penalty: 3903.306396
	Iteration 131Q: 3 clusters Score -1.656353e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162750 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -16563504.000000 Penalty: 3903.306396
	Iteration 132Q: 3 clusters Score -1.65635e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162807 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -16563470.000000 Penalty: 3903.306396
	Iteration 133Q: 3 clusters Score -1.656347e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162867 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -16563426.000000 Penalty: 3903.306396
	Iteration 134Q: 3 clusters Score -1.656343e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162920 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -16563427.000000 Penalty: 3903.306396
	Iteration 135Q: 3 clusters Score -1.656343e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162976 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -16563411.000000 Penalty: 3903.306396
	Iteration 136Q: 3 clusters Score -1.656341e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163032 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -16563387.000000 Penalty: 3903.306396
	Iteration 137Q: 3 clusters Score -1.656339e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163080 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -16563358.000000 Penalty: 3903.306396
	Iteration 138Q: 3 clusters Score -1.656336e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163136 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -16563323.000000 Penalty: 3903.306396
	Iteration 139Q: 3 clusters Score -1.656332e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163192 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -16563318.000000 Penalty: 3903.306396
	Iteration 140F: 3 clusters Score -1.656332e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163248 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -16563317.000000 Penalty: 3903.306396
	Iteration 141Q: 3 clusters Score -1.656332e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163274 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -16563312.000000 Penalty: 3903.306396
	Iteration 142Q: 3 clusters Score -1.656331e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163290 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -16563322.000000 Penalty: 3903.306396
	Iteration 143Q: 3 clusters Score -1.656332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163306 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -16563313.000000 Penalty: 3903.306396
	Iteration 144Q: 3 clusters Score -1.656331e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163319 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -16563311.000000 Penalty: 3903.306396
	Iteration 145Q: 3 clusters Score -1.656331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163336 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -16563301.000000 Penalty: 3903.306396
	Iteration 146Q: 3 clusters Score -1.65633e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163349 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -16563298.000000 Penalty: 3903.306396
	Iteration 147Q: 3 clusters Score -1.65633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163363 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -16563277.000000 Penalty: 3903.306396
	Iteration 148Q: 3 clusters Score -1.656328e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163382 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -16563277.000000 Penalty: 3903.306396
	Iteration 149Q: 3 clusters Score -1.656328e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163411 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -16563248.000000 Penalty: 3903.306396
	Iteration 150Q: 3 clusters Score -1.656325e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163434 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -16563241.000000 Penalty: 3903.306396
	Iteration 151Q: 3 clusters Score -1.656324e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163455 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -16563230.000000 Penalty: 3903.306396
	Iteration 152Q: 3 clusters Score -1.656323e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163472 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -16563214.000000 Penalty: 3903.306396
	Iteration 153Q: 3 clusters Score -1.656321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163486 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -16563218.000000 Penalty: 3903.306396
	Iteration 154Q: 3 clusters Score -1.656322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163498 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -16563206.000000 Penalty: 3903.306396
	Iteration 155Q: 3 clusters Score -1.656321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163504 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -16563202.000000 Penalty: 3903.306396
	Iteration 156Q: 3 clusters Score -1.65632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163516 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -16563195.000000 Penalty: 3903.306396
	Iteration 157Q: 3 clusters Score -1.65632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163527 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -16563193.000000 Penalty: 3903.306396
	Iteration 158Q: 3 clusters Score -1.656319e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163539 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -16563181.000000 Penalty: 3903.306396
	Iteration 159Q: 3 clusters Score -1.656318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163548 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -16563188.000000 Penalty: 3903.306396
	Iteration 160F: 3 clusters Score -1.656319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163553 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -16563178.000000 Penalty: 3903.306396
	Iteration 161Q: 3 clusters Score -1.656318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163559 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -16563180.000000 Penalty: 3903.306396
	Iteration 162Q: 3 clusters Score -1.656318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163562 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -16563169.000000 Penalty: 3903.306396
	Iteration 163Q: 3 clusters Score -1.656317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163568 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -16563181.000000 Penalty: 3903.306396
	Iteration 164Q: 3 clusters Score -1.656318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163571 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -16563166.000000 Penalty: 3903.306396
	Iteration 165Q: 3 clusters Score -1.656317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163572 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -16563166.000000 Penalty: 3903.306396
	Iteration 166Q: 3 clusters Score -1.656317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163576 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -16563159.000000 Penalty: 3903.306396
	Iteration 167Q: 3 clusters Score -1.656316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163577 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -16563161.000000 Penalty: 3903.306396
	Iteration 168Q: 3 clusters Score -1.656316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163581 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -16563151.000000 Penalty: 3903.306396
	Iteration 169Q: 3 clusters Score -1.656315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163584 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -16563140.000000 Penalty: 3903.306396
	Iteration 170Q: 3 clusters Score -1.656314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163585 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -16563139.000000 Penalty: 3903.306396
	Iteration 171Q: 3 clusters Score -1.656314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163587 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -16563134.000000 Penalty: 3903.306396
	Iteration 172Q: 3 clusters Score -1.656313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163587 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -16563134.000000 Penalty: 3903.306396
	Iteration 173F: 3 clusters Score -1.656313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (198683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198683 members 
Entering Unmasked Estep 
Score: -20318110.000000 Penalty: 1982.413208
	Iteration 0F: 2 clusters Score -2.031811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99313 members 
Mstep: Class 2 contains 99370 members 
Entering Unmasked Estep 
Score: -20201074.000000 Penalty: 3964.826416
	Iteration 0F: 3 clusters Score -2.020107e+07 nChanged 96480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96249 members 
Mstep: Class 2 contains 102434 members 
Entering Unmasked Estep 
Score: -20259136.000000 Penalty: 3964.826416
	Iteration 1F: 3 clusters Score -2.025914e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94396 members 
Mstep: Class 2 contains 104287 members 
Entering Unmasked Estep 
Score: -20260434.000000 Penalty: 3964.826416
	Iteration 2Q: 3 clusters Score -2.026043e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91620 members 
Mstep: Class 2 contains 107063 members 
Entering Unmasked Estep 
Score: -20262334.000000 Penalty: 3964.826416
	Iteration 3Q: 3 clusters Score -2.026233e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87712 members 
Mstep: Class 2 contains 110971 members 
Entering Unmasked Estep 
Score: -20264946.000000 Penalty: 3964.826416
	Iteration 4Q: 3 clusters Score -2.026495e+07 nChanged 9732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 116281 members 
Entering Unmasked Estep 
Score: -20269022.000000 Penalty: 3964.826416
	Iteration 5Q: 3 clusters Score -2.026902e+07 nChanged 11353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75695 members 
Mstep: Class 2 contains 122988 members 
Entering Unmasked Estep 
Score: -20274108.000000 Penalty: 3964.826416
	Iteration 6F: 3 clusters Score -2.027411e+07 nChanged 11937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68152 members 
Mstep: Class 2 contains 130531 members 
Entering Unmasked Estep 
Score: -20280218.000000 Penalty: 3964.826416
	Iteration 7F: 3 clusters Score -2.028022e+07 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 138545 members 
Entering Unmasked Estep 
Score: -20287060.000000 Penalty: 3964.826416
	Iteration 8F: 3 clusters Score -2.028706e+07 nChanged 11074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 146425 members 
Entering Unmasked Estep 
Score: -20294316.000000 Penalty: 3964.826416
	Iteration 9F: 3 clusters Score -2.029432e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 154223 members 
Entering Unmasked Estep 
Score: -20300578.000000 Penalty: 3964.826416
	Iteration 10Q: 3 clusters Score -2.030058e+07 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 161899 members 
Entering Unmasked Estep 
Score: -20305488.000000 Penalty: 3964.826416
	Iteration 11Q: 3 clusters Score -2.030549e+07 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 168949 members 
Entering Unmasked Estep 
Score: -20308720.000000 Penalty: 3964.826416
	Iteration 12Q: 3 clusters Score -2.030872e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 175196 members 
Entering Unmasked Estep 
Score: -20310984.000000 Penalty: 3964.826416
	Iteration 13Q: 3 clusters Score -2.031098e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 180550 members 
Entering Unmasked Estep 
Score: -20312350.000000 Penalty: 3964.826416
	Iteration 14Q: 3 clusters Score -2.031235e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 185231 members 
Entering Unmasked Estep 
Score: -20313436.000000 Penalty: 3964.826416
	Iteration 15Q: 3 clusters Score -2.031344e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 189126 members 
Entering Unmasked Estep 
Score: -20314318.000000 Penalty: 3964.826416
	Iteration 16Q: 3 clusters Score -2.031432e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 192243 members 
Entering Unmasked Estep 
Score: -20314986.000000 Penalty: 3964.826416
	Iteration 17Q: 3 clusters Score -2.031499e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 194558 members 
Entering Unmasked Estep 
Score: -20315602.000000 Penalty: 3964.826416
	Iteration 18Q: 3 clusters Score -2.03156e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 196139 members 
Entering Unmasked Estep 
Score: -20315962.000000 Penalty: 3964.826416
	Iteration 19Q: 3 clusters Score -2.031596e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 197121 members 
Entering Unmasked Estep 
Score: -20316254.000000 Penalty: 3964.826416
	Iteration 20F: 3 clusters Score -2.031625e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 197672 members 
Entering Unmasked Estep 
Score: -20316394.000000 Penalty: 3964.826416
	Iteration 21Q: 3 clusters Score -2.031639e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 197915 members 
Entering Unmasked Estep 
Score: -20316410.000000 Penalty: 3964.826416
	Iteration 22Q: 3 clusters Score -2.031641e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 198053 members 
Entering Unmasked Estep 
Score: -20316406.000000 Penalty: 3964.826416
	Iteration 23Q: 3 clusters Score -2.031641e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 198136 members 
Entering Unmasked Estep 
Score: -20316418.000000 Penalty: 3964.826416
	Iteration 24Q: 3 clusters Score -2.031642e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 198192 members 
Entering Unmasked Estep 
Score: -20316468.000000 Penalty: 3964.826416
	Iteration 25Q: 3 clusters Score -2.031647e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 198225 members 
Entering Unmasked Estep 
Score: -20316490.000000 Penalty: 3964.826416
	Iteration 26Q: 3 clusters Score -2.031649e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 198254 members 
Entering Unmasked Estep 
Score: -20316512.000000 Penalty: 3964.826416
	Iteration 27Q: 3 clusters Score -2.031651e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 198277 members 
Entering Unmasked Estep 
Score: -20316508.000000 Penalty: 3964.826416
	Iteration 28Q: 3 clusters Score -2.031651e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 198294 members 
Entering Unmasked Estep 
Score: -20316518.000000 Penalty: 3964.826416
	Iteration 29Q: 3 clusters Score -2.031652e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 198309 members 
Entering Unmasked Estep 
Score: -20316518.000000 Penalty: 3964.826416
	Iteration 30Q: 3 clusters Score -2.031652e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 198320 members 
Entering Unmasked Estep 
Score: -20316526.000000 Penalty: 3964.826416
	Iteration 31Q: 3 clusters Score -2.031653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 198327 members 
Entering Unmasked Estep 
Score: -20316536.000000 Penalty: 3964.826416
	Iteration 32Q: 3 clusters Score -2.031654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 198335 members 
Entering Unmasked Estep 
Score: -20316526.000000 Penalty: 3964.826416
	Iteration 33Q: 3 clusters Score -2.031653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 198337 members 
Entering Unmasked Estep 
Score: -20316534.000000 Penalty: 3964.826416
	Iteration 34Q: 3 clusters Score -2.031653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 198339 members 
Entering Unmasked Estep 
Score: -20316536.000000 Penalty: 3964.826416
	Iteration 35Q: 3 clusters Score -2.031654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 198340 members 
Entering Unmasked Estep 
Score: -20316532.000000 Penalty: 3964.826416
	Iteration 36Q: 3 clusters Score -2.031653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 198344 members 
Entering Unmasked Estep 
Score: -20316536.000000 Penalty: 3964.826416
	Iteration 37Q: 3 clusters Score -2.031654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 198347 members 
Entering Unmasked Estep 
Score: -20316530.000000 Penalty: 3964.826416
	Iteration 38Q: 3 clusters Score -2.031653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 198351 members 
Entering Unmasked Estep 
Score: -20316526.000000 Penalty: 3964.826416
	Iteration 39Q: 3 clusters Score -2.031653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 198352 members 
Entering Unmasked Estep 
Score: -20316532.000000 Penalty: 3964.826416
	Iteration 40F: 3 clusters Score -2.031653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67468 members 
Entering Unmasked Estep 
Score: -6848769.000000 Penalty: 1806.903931
	Iteration 0F: 2 clusters Score -6848769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -6803640.500000 Penalty: 3613.807861
	Iteration 0F: 3 clusters Score -6803640 nChanged 31996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -6821963.000000 Penalty: 3613.807861
	Iteration 1F: 3 clusters Score -6821963 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -6822659.500000 Penalty: 3613.807861
	Iteration 2Q: 3 clusters Score -6822660 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -6823695.500000 Penalty: 3613.807861
	Iteration 3Q: 3 clusters Score -6823696 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -6825312.000000 Penalty: 3613.807861
	Iteration 4F: 3 clusters Score -6825312 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -6827931.500000 Penalty: 3613.807861
	Iteration 5F: 3 clusters Score -6827932 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -6831846.000000 Penalty: 3613.807861
	Iteration 6F: 3 clusters Score -6831846 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -6836859.000000 Penalty: 3613.807861
	Iteration 7F: 3 clusters Score -6836859 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -6841522.500000 Penalty: 3613.807861
	Iteration 8F: 3 clusters Score -6841522 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64831 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -6844760.500000 Penalty: 3613.807861
	Iteration 9Q: 3 clusters Score -6844760 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66442 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6846304.500000 Penalty: 3613.807861
	Iteration 10Q: 3 clusters Score -6846304 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67012 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6846824.500000 Penalty: 3613.807861
	Iteration 11Q: 3 clusters Score -6846824 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67193 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6846983.000000 Penalty: 3613.807861
	Iteration 12Q: 3 clusters Score -6846983 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67254 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6847037.500000 Penalty: 3613.807861
	Iteration 13Q: 3 clusters Score -6847038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67281 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -6847083.000000 Penalty: 3613.807861
	Iteration 14Q: 3 clusters Score -6847083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67292 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -6847113.500000 Penalty: 3613.807861
	Iteration 15Q: 3 clusters Score -6847114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67302 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6847129.000000 Penalty: 3613.807861
	Iteration 16Q: 3 clusters Score -6847129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67309 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -6847143.500000 Penalty: 3613.807861
	Iteration 17Q: 3 clusters Score -6847144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -6847148.000000 Penalty: 3613.807861
	Iteration 18Q: 3 clusters Score -6847148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67314 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -6847149.000000 Penalty: 3613.807861
	Iteration 19Q: 3 clusters Score -6847149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67317 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -6847167.500000 Penalty: 3613.807861
	Iteration 20F: 3 clusters Score -6847168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67320 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -6847175.000000 Penalty: 3613.807861
	Iteration 21Q: 3 clusters Score -6847175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67321 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -6847173.000000 Penalty: 3613.807861
	Iteration 22Q: 3 clusters Score -6847173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67323 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6847185.500000 Penalty: 3613.807861
	Iteration 23Q: 3 clusters Score -6847186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67323 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6847184.000000 Penalty: 3613.807861
	Iteration 24Q: 3 clusters Score -6847184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67324 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6847183.500000 Penalty: 3613.807861
	Iteration 25Q: 3 clusters Score -6847184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6847185.000000 Penalty: 3613.807861
	Iteration 26Q: 3 clusters Score -6847185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6847185.000000 Penalty: 3613.807861
	Iteration 27F: 3 clusters Score -6847185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Entering Unmasked Estep 
Score: -903157.875000 Penalty: 1474.702637
	Iteration 0F: 2 clusters Score -903157.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -896704.937500 Penalty: 2949.405273
	Iteration 0F: 3 clusters Score -896704.9 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -898744.312500 Penalty: 2949.405273
	Iteration 1F: 3 clusters Score -898744.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -899040.062500 Penalty: 2949.405273
	Iteration 2F: 3 clusters Score -899040.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -899284.437500 Penalty: 2949.405273
	Iteration 3F: 3 clusters Score -899284.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -899541.750000 Penalty: 2949.405273
	Iteration 4F: 3 clusters Score -899541.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -899869.062500 Penalty: 2949.405273
	Iteration 5F: 3 clusters Score -899869.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -900201.187500 Penalty: 2949.405273
	Iteration 6F: 3 clusters Score -900201.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -900555.125000 Penalty: 2949.405273
	Iteration 7F: 3 clusters Score -900555.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -900888.562500 Penalty: 2949.405273
	Iteration 8Q: 3 clusters Score -900888.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -901193.062500 Penalty: 2949.405273
	Iteration 9Q: 3 clusters Score -901193.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -901426.125000 Penalty: 2949.405273
	Iteration 10Q: 3 clusters Score -901426.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -901600.187500 Penalty: 2949.405273
	Iteration 11Q: 3 clusters Score -901600.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -901703.687500 Penalty: 2949.405273
	Iteration 12Q: 3 clusters Score -901703.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -901771.562500 Penalty: 2949.405273
	Iteration 13Q: 3 clusters Score -901771.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -901816.750000 Penalty: 2949.405273
	Iteration 14Q: 3 clusters Score -901816.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -901839.625000 Penalty: 2949.405273
	Iteration 15Q: 3 clusters Score -901839.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -901860.812500 Penalty: 2949.405273
	Iteration 16Q: 3 clusters Score -901860.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -901877.750000 Penalty: 2949.405273
	Iteration 17Q: 3 clusters Score -901877.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -901892.750000 Penalty: 2949.405273
	Iteration 18Q: 3 clusters Score -901892.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -901901.937500 Penalty: 2949.405273
	Iteration 19Q: 3 clusters Score -901901.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -901906.937500 Penalty: 2949.405273
	Iteration 20F: 3 clusters Score -901906.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -901908.625000 Penalty: 2949.405273
	Iteration 21Q: 3 clusters Score -901908.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -901910.000000 Penalty: 2949.405273
	Iteration 22Q: 3 clusters Score -901910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -901913.812500 Penalty: 2949.405273
	Iteration 23Q: 3 clusters Score -901913.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -901922.125000 Penalty: 2949.405273
	Iteration 24Q: 3 clusters Score -901922.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -901924.500000 Penalty: 2949.405273
	Iteration 25Q: 3 clusters Score -901924.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -901928.875000 Penalty: 2949.405273
	Iteration 26Q: 3 clusters Score -901928.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -901928.875000 Penalty: 2949.405273
	Iteration 27F: 3 clusters Score -901928.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Entering Unmasked Estep 
Score: -264538.437500 Penalty: 1300.492188
	Iteration 0F: 2 clusters Score -264538.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -261858.890625 Penalty: 2600.984375
	Iteration 0F: 3 clusters Score -261858.9 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -262606.218750 Penalty: 2600.984375
	Iteration 1F: 3 clusters Score -262606.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -262808.968750 Penalty: 2600.984375
	Iteration 2F: 3 clusters Score -262809 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -262959.718750 Penalty: 2600.984375
	Iteration 3F: 3 clusters Score -262959.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -263080.250000 Penalty: 2600.984375
	Iteration 4F: 3 clusters Score -263080.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -263157.531250 Penalty: 2600.984375
	Iteration 5Q: 3 clusters Score -263157.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -263235.625000 Penalty: 2600.984375
	Iteration 6Q: 3 clusters Score -263235.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -263302.218750 Penalty: 2600.984375
	Iteration 7Q: 3 clusters Score -263302.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -263362.562500 Penalty: 2600.984375
	Iteration 8Q: 3 clusters Score -263362.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -263397.281250 Penalty: 2600.984375
	Iteration 9Q: 3 clusters Score -263397.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -263417.187500 Penalty: 2600.984375
	Iteration 10Q: 3 clusters Score -263417.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -263431.843750 Penalty: 2600.984375
	Iteration 11Q: 3 clusters Score -263431.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -263445.343750 Penalty: 2600.984375
	Iteration 12Q: 3 clusters Score -263445.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -263456.312500 Penalty: 2600.984375
	Iteration 13Q: 3 clusters Score -263456.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -263463.343750 Penalty: 2600.984375
	Iteration 14Q: 3 clusters Score -263463.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -263468.906250 Penalty: 2600.984375
	Iteration 15Q: 3 clusters Score -263468.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -263477.062500 Penalty: 2600.984375
	Iteration 16Q: 3 clusters Score -263477.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -263484.562500 Penalty: 2600.984375
	Iteration 17Q: 3 clusters Score -263484.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -263494.093750 Penalty: 2600.984375
	Iteration 18Q: 3 clusters Score -263494.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -263504.687500 Penalty: 2600.984375
	Iteration 19Q: 3 clusters Score -263504.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -263517.218750 Penalty: 2600.984375
	Iteration 20F: 3 clusters Score -263517.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -263527.187500 Penalty: 2600.984375
	Iteration 21Q: 3 clusters Score -263527.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -263540.968750 Penalty: 2600.984375
	Iteration 22Q: 3 clusters Score -263541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -263556.375000 Penalty: 2600.984375
	Iteration 23Q: 3 clusters Score -263556.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -263569.156250 Penalty: 2600.984375
	Iteration 24Q: 3 clusters Score -263569.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -263579.437500 Penalty: 2600.984375
	Iteration 25Q: 3 clusters Score -263579.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -263591.343750 Penalty: 2600.984375
	Iteration 26Q: 3 clusters Score -263591.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -263601.937500 Penalty: 2600.984375
	Iteration 27Q: 3 clusters Score -263601.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -263606.500000 Penalty: 2600.984375
	Iteration 28Q: 3 clusters Score -263606.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -263610.375000 Penalty: 2600.984375
	Iteration 29Q: 3 clusters Score -263610.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -263615.500000 Penalty: 2600.984375
	Iteration 30Q: 3 clusters Score -263615.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -263617.375000 Penalty: 2600.984375
	Iteration 31Q: 3 clusters Score -263617.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -263618.156250 Penalty: 2600.984375
	Iteration 32Q: 3 clusters Score -263618.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -263618.906250 Penalty: 2600.984375
	Iteration 33Q: 3 clusters Score -263618.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -263620.656250 Penalty: 2600.984375
	Iteration 34Q: 3 clusters Score -263620.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -263621.812500 Penalty: 2600.984375
	Iteration 35Q: 3 clusters Score -263621.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -263624.812500 Penalty: 2600.984375
	Iteration 36Q: 3 clusters Score -263624.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -263628.906250 Penalty: 2600.984375
	Iteration 37Q: 3 clusters Score -263628.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -263632.875000 Penalty: 2600.984375
	Iteration 38Q: 3 clusters Score -263632.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -263635.375000 Penalty: 2600.984375
	Iteration 39Q: 3 clusters Score -263635.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -263639.187500 Penalty: 2600.984375
	Iteration 40F: 3 clusters Score -263639.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -263642.062500 Penalty: 2600.984375
	Iteration 41Q: 3 clusters Score -263642.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -263645.125000 Penalty: 2600.984375
	Iteration 42Q: 3 clusters Score -263645.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -263647.968750 Penalty: 2600.984375
	Iteration 43Q: 3 clusters Score -263648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -263650.312500 Penalty: 2600.984375
	Iteration 44Q: 3 clusters Score -263650.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -263652.593750 Penalty: 2600.984375
	Iteration 45Q: 3 clusters Score -263652.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -263655.187500 Penalty: 2600.984375
	Iteration 46Q: 3 clusters Score -263655.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -263659.812500 Penalty: 2600.984375
	Iteration 47Q: 3 clusters Score -263659.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -263662.500000 Penalty: 2600.984375
	Iteration 48Q: 3 clusters Score -263662.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -263664.781250 Penalty: 2600.984375
	Iteration 49Q: 3 clusters Score -263664.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -263666.500000 Penalty: 2600.984375
	Iteration 50Q: 3 clusters Score -263666.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -263667.718750 Penalty: 2600.984375
	Iteration 51Q: 3 clusters Score -263667.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -263669.406250 Penalty: 2600.984375
	Iteration 52Q: 3 clusters Score -263669.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -263670.968750 Penalty: 2600.984375
	Iteration 53Q: 3 clusters Score -263671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -263673.281250 Penalty: 2600.984375
	Iteration 54Q: 3 clusters Score -263673.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -263674.468750 Penalty: 2600.984375
	Iteration 55Q: 3 clusters Score -263674.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -263676.093750 Penalty: 2600.984375
	Iteration 56Q: 3 clusters Score -263676.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -263677.875000 Penalty: 2600.984375
	Iteration 57Q: 3 clusters Score -263677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -263679.781250 Penalty: 2600.984375
	Iteration 58Q: 3 clusters Score -263679.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -263680.781250 Penalty: 2600.984375
	Iteration 59Q: 3 clusters Score -263680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -263681.687500 Penalty: 2600.984375
	Iteration 60F: 3 clusters Score -263681.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -263681.906250 Penalty: 2600.984375
	Iteration 61Q: 3 clusters Score -263681.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -263681.906250 Penalty: 2600.984375
	Iteration 62F: 3 clusters Score -263681.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62200 members 
Entering Unmasked Estep 
Score: -6323045.000000 Penalty: 1793.692993
	Iteration 0F: 2 clusters Score -6323045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -6281430.500000 Penalty: 3587.385986
	Iteration 0F: 3 clusters Score -6281430 nChanged 29358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -6298159.000000 Penalty: 3587.385986
	Iteration 1F: 3 clusters Score -6298159 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -6298867.500000 Penalty: 3587.385986
	Iteration 2Q: 3 clusters Score -6298868 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -6299927.500000 Penalty: 3587.385986
	Iteration 3Q: 3 clusters Score -6299928 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -6301445.500000 Penalty: 3587.385986
	Iteration 4Q: 3 clusters Score -6301446 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -6303389.000000 Penalty: 3587.385986
	Iteration 5F: 3 clusters Score -6303389 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -6305657.500000 Penalty: 3587.385986
	Iteration 6F: 3 clusters Score -6305658 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -6308222.500000 Penalty: 3587.385986
	Iteration 7F: 3 clusters Score -6308222 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -6311022.500000 Penalty: 3587.385986
	Iteration 8F: 3 clusters Score -6311022 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -6313387.500000 Penalty: 3587.385986
	Iteration 9F: 3 clusters Score -6313388 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -6314891.000000 Penalty: 3587.385986
	Iteration 10Q: 3 clusters Score -6314891 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -6315669.500000 Penalty: 3587.385986
	Iteration 11Q: 3 clusters Score -6315670 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -6316075.500000 Penalty: 3587.385986
	Iteration 12Q: 3 clusters Score -6316076 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -6316352.000000 Penalty: 3587.385986
	Iteration 13Q: 3 clusters Score -6316352 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -6316615.000000 Penalty: 3587.385986
	Iteration 14Q: 3 clusters Score -6316615 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -6316907.500000 Penalty: 3587.385986
	Iteration 15Q: 3 clusters Score -6316908 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -6317130.500000 Penalty: 3587.385986
	Iteration 16Q: 3 clusters Score -6317130 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -6317405.500000 Penalty: 3587.385986
	Iteration 17Q: 3 clusters Score -6317406 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -6317620.500000 Penalty: 3587.385986
	Iteration 18Q: 3 clusters Score -6317620 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -6317853.500000 Penalty: 3587.385986
	Iteration 19Q: 3 clusters Score -6317854 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -6318066.000000 Penalty: 3587.385986
	Iteration 20F: 3 clusters Score -6318066 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -6318300.500000 Penalty: 3587.385986
	Iteration 21Q: 3 clusters Score -6318300 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -6318559.500000 Penalty: 3587.385986
	Iteration 22Q: 3 clusters Score -6318560 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -6318792.500000 Penalty: 3587.385986
	Iteration 23Q: 3 clusters Score -6318792 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -6319008.500000 Penalty: 3587.385986
	Iteration 24Q: 3 clusters Score -6319008 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -6319239.500000 Penalty: 3587.385986
	Iteration 25Q: 3 clusters Score -6319240 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -6319417.000000 Penalty: 3587.385986
	Iteration 26Q: 3 clusters Score -6319417 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -6319625.500000 Penalty: 3587.385986
	Iteration 27Q: 3 clusters Score -6319626 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -6319810.500000 Penalty: 3587.385986
	Iteration 28Q: 3 clusters Score -6319810 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 52510 members 
Entering Unmasked Estep 
Score: -6319993.000000 Penalty: 3587.385986
	Iteration 29Q: 3 clusters Score -6319993 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 53094 members 
Entering Unmasked Estep 
Score: -6320150.500000 Penalty: 3587.385986
	Iteration 30Q: 3 clusters Score -6320150 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -6320301.000000 Penalty: 3587.385986
	Iteration 31Q: 3 clusters Score -6320301 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -6320452.500000 Penalty: 3587.385986
	Iteration 32Q: 3 clusters Score -6320452 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -6320597.000000 Penalty: 3587.385986
	Iteration 33Q: 3 clusters Score -6320597 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -6320714.000000 Penalty: 3587.385986
	Iteration 34Q: 3 clusters Score -6320714 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -6320842.500000 Penalty: 3587.385986
	Iteration 35Q: 3 clusters Score -6320842 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 55974 members 
Entering Unmasked Estep 
Score: -6320936.500000 Penalty: 3587.385986
	Iteration 36Q: 3 clusters Score -6320936 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -6321034.500000 Penalty: 3587.385986
	Iteration 37Q: 3 clusters Score -6321034 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -6321137.500000 Penalty: 3587.385986
	Iteration 38Q: 3 clusters Score -6321138 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -6321245.500000 Penalty: 3587.385986
	Iteration 39Q: 3 clusters Score -6321246 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 57458 members 
Entering Unmasked Estep 
Score: -6321340.000000 Penalty: 3587.385986
	Iteration 40F: 3 clusters Score -6321340 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -6321445.000000 Penalty: 3587.385986
	Iteration 41Q: 3 clusters Score -6321445 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 58116 members 
Entering Unmasked Estep 
Score: -6321504.000000 Penalty: 3587.385986
	Iteration 42Q: 3 clusters Score -6321504 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 58378 members 
Entering Unmasked Estep 
Score: -6321540.000000 Penalty: 3587.385986
	Iteration 43Q: 3 clusters Score -6321540 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -6321619.000000 Penalty: 3587.385986
	Iteration 44Q: 3 clusters Score -6321619 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
Score: -6321721.500000 Penalty: 3587.385986
	Iteration 45Q: 3 clusters Score -6321722 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -6321755.000000 Penalty: 3587.385986
	Iteration 46Q: 3 clusters Score -6321755 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -6321784.500000 Penalty: 3587.385986
	Iteration 47Q: 3 clusters Score -6321784 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 59369 members 
Entering Unmasked Estep 
Score: -6321866.000000 Penalty: 3587.385986
	Iteration 48Q: 3 clusters Score -6321866 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -6321904.000000 Penalty: 3587.385986
	Iteration 49Q: 3 clusters Score -6321904 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 59653 members 
Entering Unmasked Estep 
Score: -6321931.500000 Penalty: 3587.385986
	Iteration 50Q: 3 clusters Score -6321932 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -6321978.000000 Penalty: 3587.385986
	Iteration 51Q: 3 clusters Score -6321978 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -6322015.000000 Penalty: 3587.385986
	Iteration 52Q: 3 clusters Score -6322015 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
Score: -6322026.500000 Penalty: 3587.385986
	Iteration 53Q: 3 clusters Score -6322026 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 60054 members 
Entering Unmasked Estep 
Score: -6322040.000000 Penalty: 3587.385986
	Iteration 54Q: 3 clusters Score -6322040 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 60140 members 
Entering Unmasked Estep 
Score: -6322063.500000 Penalty: 3587.385986
	Iteration 55Q: 3 clusters Score -6322064 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -6322080.500000 Penalty: 3587.385986
	Iteration 56Q: 3 clusters Score -6322080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 60282 members 
Entering Unmasked Estep 
Score: -6322093.000000 Penalty: 3587.385986
	Iteration 57Q: 3 clusters Score -6322093 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -6322113.000000 Penalty: 3587.385986
	Iteration 58Q: 3 clusters Score -6322113 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 60375 members 
Entering Unmasked Estep 
Score: -6322121.000000 Penalty: 3587.385986
	Iteration 59Q: 3 clusters Score -6322121 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 60408 members 
Entering Unmasked Estep 
Score: -6322128.500000 Penalty: 3587.385986
	Iteration 60F: 3 clusters Score -6322128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 60438 members 
Entering Unmasked Estep 
Score: -6322133.000000 Penalty: 3587.385986
	Iteration 61Q: 3 clusters Score -6322133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -6322138.500000 Penalty: 3587.385986
	Iteration 62Q: 3 clusters Score -6322138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 60474 members 
Entering Unmasked Estep 
Score: -6322142.500000 Penalty: 3587.385986
	Iteration 63Q: 3 clusters Score -6322142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -6322147.000000 Penalty: 3587.385986
	Iteration 64Q: 3 clusters Score -6322147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -6322144.500000 Penalty: 3587.385986
	Iteration 65Q: 3 clusters Score -6322144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -6322146.000000 Penalty: 3587.385986
	Iteration 66Q: 3 clusters Score -6322146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 60517 members 
Entering Unmasked Estep 
Score: -6322150.000000 Penalty: 3587.385986
	Iteration 67Q: 3 clusters Score -6322150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -6322154.000000 Penalty: 3587.385986
	Iteration 68Q: 3 clusters Score -6322154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 60529 members 
Entering Unmasked Estep 
Score: -6322151.500000 Penalty: 3587.385986
	Iteration 69Q: 3 clusters Score -6322152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -6322156.000000 Penalty: 3587.385986
	Iteration 70Q: 3 clusters Score -6322156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 60535 members 
Entering Unmasked Estep 
Score: -6322156.500000 Penalty: 3587.385986
	Iteration 71Q: 3 clusters Score -6322156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 60536 members 
Entering Unmasked Estep 
Score: -6322156.000000 Penalty: 3587.385986
	Iteration 72Q: 3 clusters Score -6322156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 60537 members 
Entering Unmasked Estep 
Score: -6322154.500000 Penalty: 3587.385986
	Iteration 73Q: 3 clusters Score -6322154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 60538 members 
Entering Unmasked Estep 
Score: -6322157.000000 Penalty: 3587.385986
	Iteration 74Q: 3 clusters Score -6322157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 60538 members 
Entering Unmasked Estep 
Score: -6322157.000000 Penalty: 3587.385986
	Iteration 75F: 3 clusters Score -6322157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (223106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223106 members 
Entering Unmasked Estep 
Score: -22805036.000000 Penalty: 2001.252808
	Iteration 0F: 2 clusters Score -2.280504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111668 members 
Mstep: Class 2 contains 111438 members 
Entering Unmasked Estep 
Score: -22692200.000000 Penalty: 4002.505615
	Iteration 0F: 3 clusters Score -2.26922e+07 nChanged 108083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114845 members 
Mstep: Class 2 contains 108261 members 
Entering Unmasked Estep 
Score: -22756132.000000 Penalty: 4002.505615
	Iteration 1F: 3 clusters Score -2.275613e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116846 members 
Mstep: Class 2 contains 106260 members 
Entering Unmasked Estep 
Score: -22757304.000000 Penalty: 4002.505615
	Iteration 2Q: 3 clusters Score -2.27573e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119907 members 
Mstep: Class 2 contains 103199 members 
Entering Unmasked Estep 
Score: -22759034.000000 Penalty: 4002.505615
	Iteration 3Q: 3 clusters Score -2.275903e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124304 members 
Mstep: Class 2 contains 98802 members 
Entering Unmasked Estep 
Score: -22761650.000000 Penalty: 4002.505615
	Iteration 4Q: 3 clusters Score -2.276165e+07 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130631 members 
Mstep: Class 2 contains 92475 members 
Entering Unmasked Estep 
Score: -22766058.000000 Penalty: 4002.505615
	Iteration 5Q: 3 clusters Score -2.276606e+07 nChanged 12093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138724 members 
Mstep: Class 2 contains 84382 members 
Entering Unmasked Estep 
Score: -22773634.000000 Penalty: 4002.505615
	Iteration 6F: 3 clusters Score -2.277363e+07 nChanged 14047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147535 members 
Mstep: Class 2 contains 75571 members 
Entering Unmasked Estep 
Score: -22783590.000000 Penalty: 4002.505615
	Iteration 7F: 3 clusters Score -2.278359e+07 nChanged 14290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154995 members 
Mstep: Class 2 contains 68111 members 
Entering Unmasked Estep 
Score: -22793622.000000 Penalty: 4002.505615
	Iteration 8F: 3 clusters Score -2.279362e+07 nChanged 12455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159994 members 
Mstep: Class 2 contains 63112 members 
Entering Unmasked Estep 
Score: -22799708.000000 Penalty: 4002.505615
	Iteration 9F: 3 clusters Score -2.279971e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163234 members 
Mstep: Class 2 contains 59872 members 
Entering Unmasked Estep 
Score: -22801650.000000 Penalty: 4002.505615
	Iteration 10Q: 3 clusters Score -2.280165e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166060 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -22801956.000000 Penalty: 4002.505615
	Iteration 11Q: 3 clusters Score -2.280196e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168705 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -22801832.000000 Penalty: 4002.505615
	Iteration 12Q: 3 clusters Score -2.280183e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171124 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -22801686.000000 Penalty: 4002.505615
	Iteration 13Q: 3 clusters Score -2.280169e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173272 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -22801290.000000 Penalty: 4002.505615
	Iteration 14Q: 3 clusters Score -2.280129e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175110 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -22800906.000000 Penalty: 4002.505615
	Iteration 15Q: 3 clusters Score -2.280091e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176603 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -22800462.000000 Penalty: 4002.505615
	Iteration 16Q: 3 clusters Score -2.280046e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177861 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -22800170.000000 Penalty: 4002.505615
	Iteration 17Q: 3 clusters Score -2.280017e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178963 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -22799732.000000 Penalty: 4002.505615
	Iteration 18Q: 3 clusters Score -2.279973e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179893 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -22799430.000000 Penalty: 4002.505615
	Iteration 19Q: 3 clusters Score -2.279943e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180582 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -22799310.000000 Penalty: 4002.505615
	Iteration 20F: 3 clusters Score -2.279931e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181123 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -22799064.000000 Penalty: 4002.505615
	Iteration 21Q: 3 clusters Score -2.279906e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181502 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -22798854.000000 Penalty: 4002.505615
	Iteration 22Q: 3 clusters Score -2.279885e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181796 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -22798494.000000 Penalty: 4002.505615
	Iteration 23Q: 3 clusters Score -2.279849e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181881 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -22798500.000000 Penalty: 4002.505615
	Iteration 24Q: 3 clusters Score -2.27985e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181812 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -22798418.000000 Penalty: 4002.505615
	Iteration 25Q: 3 clusters Score -2.279842e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181593 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -22798506.000000 Penalty: 4002.505615
	Iteration 26Q: 3 clusters Score -2.279851e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181224 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -22798826.000000 Penalty: 4002.505615
	Iteration 27Q: 3 clusters Score -2.279883e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180767 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -22799014.000000 Penalty: 4002.505615
	Iteration 28Q: 3 clusters Score -2.279901e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180183 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -22799166.000000 Penalty: 4002.505615
	Iteration 29Q: 3 clusters Score -2.279917e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179497 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -22799394.000000 Penalty: 4002.505615
	Iteration 30Q: 3 clusters Score -2.279939e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178601 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -22799882.000000 Penalty: 4002.505615
	Iteration 31Q: 3 clusters Score -2.279988e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177501 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -22800600.000000 Penalty: 4002.505615
	Iteration 32Q: 3 clusters Score -2.28006e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176235 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -22800980.000000 Penalty: 4002.505615
	Iteration 33Q: 3 clusters Score -2.280098e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174820 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -22801426.000000 Penalty: 4002.505615
	Iteration 34Q: 3 clusters Score -2.280143e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173331 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -22802022.000000 Penalty: 4002.505615
	Iteration 35Q: 3 clusters Score -2.280202e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171735 members 
Mstep: Class 2 contains 51371 members 
Entering Unmasked Estep 
Score: -22802740.000000 Penalty: 4002.505615
	Iteration 36Q: 3 clusters Score -2.280274e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170122 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -22803182.000000 Penalty: 4002.505615
	Iteration 37Q: 3 clusters Score -2.280318e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168490 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -22803686.000000 Penalty: 4002.505615
	Iteration 38Q: 3 clusters Score -2.280369e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166912 members 
Mstep: Class 2 contains 56194 members 
Entering Unmasked Estep 
Score: -22804224.000000 Penalty: 4002.505615
	Iteration 39Q: 3 clusters Score -2.280422e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165418 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -22805112.000000 Penalty: 4002.505615
	Iteration 40F: 3 clusters Score -2.280511e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163052 members 
Mstep: Class 2 contains 60054 members 
Entering Unmasked Estep 
Score: -22805958.000000 Penalty: 4002.505615
	Iteration 41Q: 3 clusters Score -2.280596e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160632 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -22806640.000000 Penalty: 4002.505615
	Iteration 42Q: 3 clusters Score -2.280664e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158192 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -22807276.000000 Penalty: 4002.505615
	Iteration 43Q: 3 clusters Score -2.280728e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155695 members 
Mstep: Class 2 contains 67411 members 
Entering Unmasked Estep 
Score: -22807832.000000 Penalty: 4002.505615
	Iteration 44Q: 3 clusters Score -2.280783e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153186 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -22808452.000000 Penalty: 4002.505615
	Iteration 45Q: 3 clusters Score -2.280845e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150807 members 
Mstep: Class 2 contains 72299 members 
Entering Unmasked Estep 
Score: -22809186.000000 Penalty: 4002.505615
	Iteration 46Q: 3 clusters Score -2.280919e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148341 members 
Mstep: Class 2 contains 74765 members 
Entering Unmasked Estep 
Score: -22809464.000000 Penalty: 4002.505615
	Iteration 47Q: 3 clusters Score -2.280946e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145853 members 
Mstep: Class 2 contains 77253 members 
Entering Unmasked Estep 
Score: -22810084.000000 Penalty: 4002.505615
	Iteration 48Q: 3 clusters Score -2.281008e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143486 members 
Mstep: Class 2 contains 79620 members 
Entering Unmasked Estep 
Score: -22810660.000000 Penalty: 4002.505615
	Iteration 49Q: 3 clusters Score -2.281066e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141269 members 
Mstep: Class 2 contains 81837 members 
Entering Unmasked Estep 
Score: -22811036.000000 Penalty: 4002.505615
	Iteration 50Q: 3 clusters Score -2.281104e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139151 members 
Mstep: Class 2 contains 83955 members 
Entering Unmasked Estep 
Score: -22811244.000000 Penalty: 4002.505615
	Iteration 51Q: 3 clusters Score -2.281124e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137031 members 
Mstep: Class 2 contains 86075 members 
Entering Unmasked Estep 
Score: -22811304.000000 Penalty: 4002.505615
	Iteration 52Q: 3 clusters Score -2.28113e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134849 members 
Mstep: Class 2 contains 88257 members 
Entering Unmasked Estep 
Score: -22811322.000000 Penalty: 4002.505615
	Iteration 53Q: 3 clusters Score -2.281132e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132481 members 
Mstep: Class 2 contains 90625 members 
Entering Unmasked Estep 
Score: -22811400.000000 Penalty: 4002.505615
	Iteration 54Q: 3 clusters Score -2.28114e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129969 members 
Mstep: Class 2 contains 93137 members 
Entering Unmasked Estep 
Score: -22811554.000000 Penalty: 4002.505615
	Iteration 55Q: 3 clusters Score -2.281155e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127277 members 
Mstep: Class 2 contains 95829 members 
Entering Unmasked Estep 
Score: -22811552.000000 Penalty: 4002.505615
	Iteration 56Q: 3 clusters Score -2.281155e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124446 members 
Mstep: Class 2 contains 98660 members 
Entering Unmasked Estep 
Score: -22811518.000000 Penalty: 4002.505615
	Iteration 57Q: 3 clusters Score -2.281152e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121556 members 
Mstep: Class 2 contains 101550 members 
Entering Unmasked Estep 
Score: -22811738.000000 Penalty: 4002.505615
	Iteration 58Q: 3 clusters Score -2.281174e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118623 members 
Mstep: Class 2 contains 104483 members 
Entering Unmasked Estep 
Score: -22811808.000000 Penalty: 4002.505615
	Iteration 59Q: 3 clusters Score -2.281181e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115682 members 
Mstep: Class 2 contains 107424 members 
Entering Unmasked Estep 
Score: -22812428.000000 Penalty: 4002.505615
	Iteration 60F: 3 clusters Score -2.281243e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111852 members 
Mstep: Class 2 contains 111254 members 
Entering Unmasked Estep 
Score: -22812718.000000 Penalty: 4002.505615
	Iteration 61Q: 3 clusters Score -2.281272e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107833 members 
Mstep: Class 2 contains 115273 members 
Entering Unmasked Estep 
Score: -22813194.000000 Penalty: 4002.505615
	Iteration 62Q: 3 clusters Score -2.281319e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103668 members 
Mstep: Class 2 contains 119438 members 
Entering Unmasked Estep 
Score: -22813956.000000 Penalty: 4002.505615
	Iteration 63Q: 3 clusters Score -2.281396e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99364 members 
Mstep: Class 2 contains 123742 members 
Entering Unmasked Estep 
Score: -22814814.000000 Penalty: 4002.505615
	Iteration 64Q: 3 clusters Score -2.281481e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94917 members 
Mstep: Class 2 contains 128189 members 
Entering Unmasked Estep 
Score: -22815964.000000 Penalty: 4002.505615
	Iteration 65Q: 3 clusters Score -2.281596e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90469 members 
Mstep: Class 2 contains 132637 members 
Entering Unmasked Estep 
Score: -22817024.000000 Penalty: 4002.505615
	Iteration 66Q: 3 clusters Score -2.281702e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86130 members 
Mstep: Class 2 contains 136976 members 
Entering Unmasked Estep 
Score: -22818064.000000 Penalty: 4002.505615
	Iteration 67Q: 3 clusters Score -2.281806e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81967 members 
Mstep: Class 2 contains 141139 members 
Entering Unmasked Estep 
Score: -22819122.000000 Penalty: 4002.505615
	Iteration 68Q: 3 clusters Score -2.281912e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77943 members 
Mstep: Class 2 contains 145163 members 
Entering Unmasked Estep 
Score: -22820176.000000 Penalty: 4002.505615
	Iteration 69Q: 3 clusters Score -2.282018e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73625 members 
Mstep: Class 2 contains 149481 members 
Entering Unmasked Estep 
Score: -22820812.000000 Penalty: 4002.505615
	Iteration 70Q: 3 clusters Score -2.282081e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69025 members 
Mstep: Class 2 contains 154081 members 
Entering Unmasked Estep 
Score: -22821134.000000 Penalty: 4002.505615
	Iteration 71Q: 3 clusters Score -2.282113e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64566 members 
Mstep: Class 2 contains 158540 members 
Entering Unmasked Estep 
Score: -22820866.000000 Penalty: 4002.505615
	Iteration 72Q: 3 clusters Score -2.282087e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 162731 members 
Entering Unmasked Estep 
Score: -22820460.000000 Penalty: 4002.505615
	Iteration 73Q: 3 clusters Score -2.282046e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 166513 members 
Entering Unmasked Estep 
Score: -22819652.000000 Penalty: 4002.505615
	Iteration 74Q: 3 clusters Score -2.281965e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 169786 members 
Entering Unmasked Estep 
Score: -22818728.000000 Penalty: 4002.505615
	Iteration 75Q: 3 clusters Score -2.281873e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 172545 members 
Entering Unmasked Estep 
Score: -22817892.000000 Penalty: 4002.505615
	Iteration 76Q: 3 clusters Score -2.281789e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 175010 members 
Entering Unmasked Estep 
Score: -22816916.000000 Penalty: 4002.505615
	Iteration 77Q: 3 clusters Score -2.281692e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 177271 members 
Entering Unmasked Estep 
Score: -22815850.000000 Penalty: 4002.505615
	Iteration 78Q: 3 clusters Score -2.281585e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 179277 members 
Entering Unmasked Estep 
Score: -22814974.000000 Penalty: 4002.505615
	Iteration 79Q: 3 clusters Score -2.281497e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 181215 members 
Entering Unmasked Estep 
Score: -22816784.000000 Penalty: 4002.505615
	Iteration 80F: 3 clusters Score -2.281678e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 185733 members 
Entering Unmasked Estep 
Score: -22815472.000000 Penalty: 4002.505615
	Iteration 81Q: 3 clusters Score -2.281547e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 189371 members 
Entering Unmasked Estep 
Score: -22814020.000000 Penalty: 4002.505615
	Iteration 82Q: 3 clusters Score -2.281402e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 192520 members 
Entering Unmasked Estep 
Score: -22812712.000000 Penalty: 4002.505615
	Iteration 83Q: 3 clusters Score -2.281271e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 195278 members 
Entering Unmasked Estep 
Score: -22811384.000000 Penalty: 4002.505615
	Iteration 84Q: 3 clusters Score -2.281138e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 197705 members 
Entering Unmasked Estep 
Score: -22810198.000000 Penalty: 4002.505615
	Iteration 85Q: 3 clusters Score -2.28102e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 199897 members 
Entering Unmasked Estep 
Score: -22808976.000000 Penalty: 4002.505615
	Iteration 86Q: 3 clusters Score -2.280898e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 201890 members 
Entering Unmasked Estep 
Score: -22808026.000000 Penalty: 4002.505615
	Iteration 87Q: 3 clusters Score -2.280803e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 203553 members 
Entering Unmasked Estep 
Score: -22807342.000000 Penalty: 4002.505615
	Iteration 88Q: 3 clusters Score -2.280734e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 205086 members 
Entering Unmasked Estep 
Score: -22806774.000000 Penalty: 4002.505615
	Iteration 89Q: 3 clusters Score -2.280677e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 206524 members 
Entering Unmasked Estep 
Score: -22806148.000000 Penalty: 4002.505615
	Iteration 90Q: 3 clusters Score -2.280615e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 207747 members 
Entering Unmasked Estep 
Score: -22805692.000000 Penalty: 4002.505615
	Iteration 91Q: 3 clusters Score -2.280569e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 208902 members 
Entering Unmasked Estep 
Score: -22805308.000000 Penalty: 4002.505615
	Iteration 92Q: 3 clusters Score -2.280531e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 209969 members 
Entering Unmasked Estep 
Score: -22805014.000000 Penalty: 4002.505615
	Iteration 93Q: 3 clusters Score -2.280501e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 210939 members 
Entering Unmasked Estep 
Score: -22804790.000000 Penalty: 4002.505615
	Iteration 94Q: 3 clusters Score -2.280479e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 211761 members 
Entering Unmasked Estep 
Score: -22804612.000000 Penalty: 4002.505615
	Iteration 95Q: 3 clusters Score -2.280461e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 212541 members 
Entering Unmasked Estep 
Score: -22804384.000000 Penalty: 4002.505615
	Iteration 96Q: 3 clusters Score -2.280438e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 213275 members 
Entering Unmasked Estep 
Score: -22804282.000000 Penalty: 4002.505615
	Iteration 97Q: 3 clusters Score -2.280428e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 213925 members 
Entering Unmasked Estep 
Score: -22804244.000000 Penalty: 4002.505615
	Iteration 98Q: 3 clusters Score -2.280424e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 214579 members 
Entering Unmasked Estep 
Score: -22804204.000000 Penalty: 4002.505615
	Iteration 99Q: 3 clusters Score -2.28042e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 215209 members 
Entering Unmasked Estep 
Score: -22804226.000000 Penalty: 4002.505615
	Iteration 100F: 3 clusters Score -2.280423e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 215818 members 
Entering Unmasked Estep 
Score: -22804136.000000 Penalty: 4002.505615
	Iteration 101Q: 3 clusters Score -2.280414e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 216408 members 
Entering Unmasked Estep 
Score: -22804252.000000 Penalty: 4002.505615
	Iteration 102Q: 3 clusters Score -2.280425e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 216945 members 
Entering Unmasked Estep 
Score: -22804174.000000 Penalty: 4002.505615
	Iteration 103Q: 3 clusters Score -2.280417e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 217433 members 
Entering Unmasked Estep 
Score: -22804052.000000 Penalty: 4002.505615
	Iteration 104Q: 3 clusters Score -2.280405e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 217866 members 
Entering Unmasked Estep 
Score: -22804020.000000 Penalty: 4002.505615
	Iteration 105Q: 3 clusters Score -2.280402e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 218239 members 
Entering Unmasked Estep 
Score: -22803900.000000 Penalty: 4002.505615
	Iteration 106Q: 3 clusters Score -2.28039e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 218603 members 
Entering Unmasked Estep 
Score: -22803888.000000 Penalty: 4002.505615
	Iteration 107Q: 3 clusters Score -2.280389e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 218911 members 
Entering Unmasked Estep 
Score: -22803946.000000 Penalty: 4002.505615
	Iteration 108Q: 3 clusters Score -2.280395e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 219203 members 
Entering Unmasked Estep 
Score: -22803962.000000 Penalty: 4002.505615
	Iteration 109Q: 3 clusters Score -2.280396e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 219455 members 
Entering Unmasked Estep 
Score: -22803992.000000 Penalty: 4002.505615
	Iteration 110Q: 3 clusters Score -2.280399e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 219703 members 
Entering Unmasked Estep 
Score: -22804042.000000 Penalty: 4002.505615
	Iteration 111Q: 3 clusters Score -2.280404e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 219926 members 
Entering Unmasked Estep 
Score: -22803968.000000 Penalty: 4002.505615
	Iteration 112Q: 3 clusters Score -2.280397e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 220130 members 
Entering Unmasked Estep 
Score: -22803928.000000 Penalty: 4002.505615
	Iteration 113Q: 3 clusters Score -2.280393e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 220300 members 
Entering Unmasked Estep 
Score: -22803918.000000 Penalty: 4002.505615
	Iteration 114Q: 3 clusters Score -2.280392e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 220454 members 
Entering Unmasked Estep 
Score: -22803934.000000 Penalty: 4002.505615
	Iteration 115Q: 3 clusters Score -2.280393e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 220576 members 
Entering Unmasked Estep 
Score: -22803894.000000 Penalty: 4002.505615
	Iteration 116Q: 3 clusters Score -2.280389e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 220673 members 
Entering Unmasked Estep 
Score: -22803918.000000 Penalty: 4002.505615
	Iteration 117Q: 3 clusters Score -2.280392e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 220758 members 
Entering Unmasked Estep 
Score: -22803930.000000 Penalty: 4002.505615
	Iteration 118Q: 3 clusters Score -2.280393e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 220851 members 
Entering Unmasked Estep 
Score: -22803948.000000 Penalty: 4002.505615
	Iteration 119Q: 3 clusters Score -2.280395e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 220930 members 
Entering Unmasked Estep 
Score: -22803932.000000 Penalty: 4002.505615
	Iteration 120F: 3 clusters Score -2.280393e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 221008 members 
Entering Unmasked Estep 
Score: -22803940.000000 Penalty: 4002.505615
	Iteration 121Q: 3 clusters Score -2.280394e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 221078 members 
Entering Unmasked Estep 
Score: -22803958.000000 Penalty: 4002.505615
	Iteration 122Q: 3 clusters Score -2.280396e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 221151 members 
Entering Unmasked Estep 
Score: -22803972.000000 Penalty: 4002.505615
	Iteration 123Q: 3 clusters Score -2.280397e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 221220 members 
Entering Unmasked Estep 
Score: -22803982.000000 Penalty: 4002.505615
	Iteration 124Q: 3 clusters Score -2.280398e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 221270 members 
Entering Unmasked Estep 
Score: -22803986.000000 Penalty: 4002.505615
	Iteration 125Q: 3 clusters Score -2.280399e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 221307 members 
Entering Unmasked Estep 
Score: -22803952.000000 Penalty: 4002.505615
	Iteration 126Q: 3 clusters Score -2.280395e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 221345 members 
Entering Unmasked Estep 
Score: -22803942.000000 Penalty: 4002.505615
	Iteration 127Q: 3 clusters Score -2.280394e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 221378 members 
Entering Unmasked Estep 
Score: -22803984.000000 Penalty: 4002.505615
	Iteration 128Q: 3 clusters Score -2.280398e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 221408 members 
Entering Unmasked Estep 
Score: -22803982.000000 Penalty: 4002.505615
	Iteration 129Q: 3 clusters Score -2.280398e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 221442 members 
Entering Unmasked Estep 
Score: -22803988.000000 Penalty: 4002.505615
	Iteration 130Q: 3 clusters Score -2.280399e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 221474 members 
Entering Unmasked Estep 
Score: -22803948.000000 Penalty: 4002.505615
	Iteration 131Q: 3 clusters Score -2.280395e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 221505 members 
Entering Unmasked Estep 
Score: -22803948.000000 Penalty: 4002.505615
	Iteration 132Q: 3 clusters Score -2.280395e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 221534 members 
Entering Unmasked Estep 
Score: -22803982.000000 Penalty: 4002.505615
	Iteration 133Q: 3 clusters Score -2.280398e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 221572 members 
Entering Unmasked Estep 
Score: -22803948.000000 Penalty: 4002.505615
	Iteration 134Q: 3 clusters Score -2.280395e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 221603 members 
Entering Unmasked Estep 
Score: -22803952.000000 Penalty: 4002.505615
	Iteration 135Q: 3 clusters Score -2.280395e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 221628 members 
Entering Unmasked Estep 
Score: -22803948.000000 Penalty: 4002.505615
	Iteration 136Q: 3 clusters Score -2.280395e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 221652 members 
Entering Unmasked Estep 
Score: -22803934.000000 Penalty: 4002.505615
	Iteration 137Q: 3 clusters Score -2.280393e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 221675 members 
Entering Unmasked Estep 
Score: -22803964.000000 Penalty: 4002.505615
	Iteration 138Q: 3 clusters Score -2.280396e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 221699 members 
Entering Unmasked Estep 
Score: -22803974.000000 Penalty: 4002.505615
	Iteration 139Q: 3 clusters Score -2.280397e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 221724 members 
Entering Unmasked Estep 
Score: -22803976.000000 Penalty: 4002.505615
	Iteration 140F: 3 clusters Score -2.280398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 221745 members 
Entering Unmasked Estep 
Score: -22803988.000000 Penalty: 4002.505615
	Iteration 141Q: 3 clusters Score -2.280399e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 221758 members 
Entering Unmasked Estep 
Score: -22803984.000000 Penalty: 4002.505615
	Iteration 142Q: 3 clusters Score -2.280398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 221768 members 
Entering Unmasked Estep 
Score: -22804000.000000 Penalty: 4002.505615
	Iteration 143Q: 3 clusters Score -2.2804e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 221784 members 
Entering Unmasked Estep 
Score: -22804010.000000 Penalty: 4002.505615
	Iteration 144Q: 3 clusters Score -2.280401e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 221803 members 
Entering Unmasked Estep 
Score: -22804006.000000 Penalty: 4002.505615
	Iteration 145Q: 3 clusters Score -2.280401e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 221816 members 
Entering Unmasked Estep 
Score: -22804020.000000 Penalty: 4002.505615
	Iteration 146Q: 3 clusters Score -2.280402e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 221830 members 
Entering Unmasked Estep 
Score: -22804034.000000 Penalty: 4002.505615
	Iteration 147Q: 3 clusters Score -2.280403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 221843 members 
Entering Unmasked Estep 
Score: -22804038.000000 Penalty: 4002.505615
	Iteration 148Q: 3 clusters Score -2.280404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 221852 members 
Entering Unmasked Estep 
Score: -22804008.000000 Penalty: 4002.505615
	Iteration 149Q: 3 clusters Score -2.280401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 221866 members 
Entering Unmasked Estep 
Score: -22804000.000000 Penalty: 4002.505615
	Iteration 150Q: 3 clusters Score -2.2804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 221880 members 
Entering Unmasked Estep 
Score: -22803982.000000 Penalty: 4002.505615
	Iteration 151Q: 3 clusters Score -2.280398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 221886 members 
Entering Unmasked Estep 
Score: -22803990.000000 Penalty: 4002.505615
	Iteration 152Q: 3 clusters Score -2.280399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 221895 members 
Entering Unmasked Estep 
Score: -22803988.000000 Penalty: 4002.505615
	Iteration 153Q: 3 clusters Score -2.280399e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 221908 members 
Entering Unmasked Estep 
Score: -22803984.000000 Penalty: 4002.505615
	Iteration 154Q: 3 clusters Score -2.280398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 221915 members 
Entering Unmasked Estep 
Score: -22803978.000000 Penalty: 4002.505615
	Iteration 155Q: 3 clusters Score -2.280398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 221922 members 
Entering Unmasked Estep 
Score: -22803980.000000 Penalty: 4002.505615
	Iteration 156Q: 3 clusters Score -2.280398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 221926 members 
Entering Unmasked Estep 
Score: -22803970.000000 Penalty: 4002.505615
	Iteration 157Q: 3 clusters Score -2.280397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 221931 members 
Entering Unmasked Estep 
Score: -22803978.000000 Penalty: 4002.505615
	Iteration 158Q: 3 clusters Score -2.280398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 221937 members 
Entering Unmasked Estep 
Score: -22803962.000000 Penalty: 4002.505615
	Iteration 159Q: 3 clusters Score -2.280396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 221939 members 
Entering Unmasked Estep 
Score: -22803956.000000 Penalty: 4002.505615
	Iteration 160F: 3 clusters Score -2.280396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 221945 members 
Entering Unmasked Estep 
Score: -22803958.000000 Penalty: 4002.505615
	Iteration 161Q: 3 clusters Score -2.280396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 221946 members 
Entering Unmasked Estep 
Score: -22803974.000000 Penalty: 4002.505615
	Iteration 162Q: 3 clusters Score -2.280397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 221946 members 
Entering Unmasked Estep 
Score: -22803972.000000 Penalty: 4002.505615
	Iteration 163Q: 3 clusters Score -2.280397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 221949 members 
Entering Unmasked Estep 
Score: -22803972.000000 Penalty: 4002.505615
	Iteration 164Q: 3 clusters Score -2.280397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 221953 members 
Entering Unmasked Estep 
Score: -22803952.000000 Penalty: 4002.505615
	Iteration 165Q: 3 clusters Score -2.280395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 221957 members 
Entering Unmasked Estep 
Score: -22803966.000000 Penalty: 4002.505615
	Iteration 166Q: 3 clusters Score -2.280397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 221963 members 
Entering Unmasked Estep 
Score: -22803968.000000 Penalty: 4002.505615
	Iteration 167Q: 3 clusters Score -2.280397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 221968 members 
Entering Unmasked Estep 
Score: -22803968.000000 Penalty: 4002.505615
	Iteration 168Q: 3 clusters Score -2.280397e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 221976 members 
Entering Unmasked Estep 
Score: -22803964.000000 Penalty: 4002.505615
	Iteration 169Q: 3 clusters Score -2.280396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 221989 members 
Entering Unmasked Estep 
Score: -22803960.000000 Penalty: 4002.505615
	Iteration 170Q: 3 clusters Score -2.280396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 221994 members 
Entering Unmasked Estep 
Score: -22803980.000000 Penalty: 4002.505615
	Iteration 171Q: 3 clusters Score -2.280398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 221998 members 
Entering Unmasked Estep 
Score: -22803980.000000 Penalty: 4002.505615
	Iteration 172Q: 3 clusters Score -2.280398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 222006 members 
Entering Unmasked Estep 
Score: -22803972.000000 Penalty: 4002.505615
	Iteration 173Q: 3 clusters Score -2.280397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 222011 members 
Entering Unmasked Estep 
Score: -22803980.000000 Penalty: 4002.505615
	Iteration 174Q: 3 clusters Score -2.280398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 222012 members 
Entering Unmasked Estep 
Score: -22803986.000000 Penalty: 4002.505615
	Iteration 175Q: 3 clusters Score -2.280399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 222012 members 
Entering Unmasked Estep 
Score: -22803986.000000 Penalty: 4002.505615
	Iteration 176F: 3 clusters Score -2.280399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 7067 members 
Mstep: Class 3 contains 186617 members 
Mstep: Class 4 contains 135660 members 
Mstep: Class 5 contains 35719 members 
Mstep: Class 7 contains 7400 members 
Mstep: Class 8 contains 3713 members 
Mstep: Class 9 contains 154244 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 164419 members 
Mstep: Class 12 contains 198683 members 
Mstep: Class 16 contains 67468 members 
Mstep: Class 17 contains 8735 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 62200 members 
Mstep: Class 22 contains 223106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920560.000000 Penalty: 36575.996094
Iteration 279Q: 17 clusters Score -1.279206e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 7074 members 
Mstep: Class 3 contains 186603 members 
Mstep: Class 4 contains 135673 members 
Mstep: Class 5 contains 35732 members 
Mstep: Class 7 contains 7388 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 154243 members 
Mstep: Class 10 contains 2941 members 
Mstep: Class 11 contains 164420 members 
Mstep: Class 12 contains 198664 members 
Mstep: Class 16 contains 67466 members 
Mstep: Class 17 contains 8744 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 62205 members 
Mstep: Class 22 contains 223115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920504.000000 Penalty: 36575.996094
Iteration 280F: 17 clusters Score -1.279205e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 7077 members 
Mstep: Class 3 contains 186583 members 
Mstep: Class 4 contains 135683 members 
Mstep: Class 5 contains 35741 members 
Mstep: Class 7 contains 7376 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 154250 members 
Mstep: Class 10 contains 2941 members 
Mstep: Class 11 contains 164428 members 
Mstep: Class 12 contains 198645 members 
Mstep: Class 16 contains 67464 members 
Mstep: Class 17 contains 8756 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 62209 members 
Mstep: Class 22 contains 223127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920584.000000 Penalty: 36575.996094
Iteration 281Q: 17 clusters Score -1.279206e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 7079 members 
Mstep: Class 3 contains 186565 members 
Mstep: Class 4 contains 135689 members 
Mstep: Class 5 contains 35750 members 
Mstep: Class 7 contains 7364 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 154263 members 
Mstep: Class 10 contains 2941 members 
Mstep: Class 11 contains 164438 members 
Mstep: Class 12 contains 198621 members 
Mstep: Class 16 contains 67461 members 
Mstep: Class 17 contains 8766 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 62208 members 
Mstep: Class 22 contains 223147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920408.000000 Penalty: 36575.996094
Iteration 282Q: 17 clusters Score -1.279204e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 7078 members 
Mstep: Class 3 contains 186539 members 
Mstep: Class 4 contains 135697 members 
Mstep: Class 5 contains 35763 members 
Mstep: Class 7 contains 7357 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 154270 members 
Mstep: Class 10 contains 2941 members 
Mstep: Class 11 contains 164451 members 
Mstep: Class 12 contains 198609 members 
Mstep: Class 16 contains 67458 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 62204 members 
Mstep: Class 22 contains 223157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920288.000000 Penalty: 36575.996094
Iteration 283Q: 17 clusters Score -1.279203e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 7079 members 
Mstep: Class 3 contains 186518 members 
Mstep: Class 4 contains 135706 members 
Mstep: Class 5 contains 35777 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 154271 members 
Mstep: Class 10 contains 2941 members 
Mstep: Class 11 contains 164454 members 
Mstep: Class 12 contains 198600 members 
Mstep: Class 16 contains 67456 members 
Mstep: Class 17 contains 8780 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 62199 members 
Mstep: Class 22 contains 223169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920456.000000 Penalty: 36575.996094
Iteration 284Q: 17 clusters Score -1.279205e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 7083 members 
Mstep: Class 3 contains 186492 members 
Mstep: Class 4 contains 135717 members 
Mstep: Class 5 contains 35795 members 
Mstep: Class 7 contains 7352 members 
Mstep: Class 8 contains 3711 members 
Mstep: Class 9 contains 154274 members 
Mstep: Class 10 contains 2941 members 
Mstep: Class 11 contains 164453 members 
Mstep: Class 12 contains 198586 members 
Mstep: Class 16 contains 67455 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 62199 members 
Mstep: Class 22 contains 223186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920544.000000 Penalty: 36575.996094
Iteration 285Q: 17 clusters Score -1.279205e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 186480 members 
Mstep: Class 4 contains 135737 members 
Mstep: Class 5 contains 35808 members 
Mstep: Class 7 contains 7352 members 
Mstep: Class 8 contains 3711 members 
Mstep: Class 9 contains 154276 members 
Mstep: Class 10 contains 2941 members 
Mstep: Class 11 contains 164453 members 
Mstep: Class 12 contains 198563 members 
Mstep: Class 16 contains 67455 members 
Mstep: Class 17 contains 8788 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 62193 members 
Mstep: Class 22 contains 223191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920504.000000 Penalty: 36575.996094
Iteration 286Q: 17 clusters Score -1.279205e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 7088 members 
Mstep: Class 3 contains 186469 members 
Mstep: Class 4 contains 135757 members 
Mstep: Class 5 contains 35826 members 
Mstep: Class 7 contains 7350 members 
Mstep: Class 8 contains 3711 members 
Mstep: Class 9 contains 154271 members 
Mstep: Class 10 contains 2941 members 
Mstep: Class 11 contains 164464 members 
Mstep: Class 12 contains 198541 members 
Mstep: Class 16 contains 67456 members 
Mstep: Class 17 contains 8787 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 62195 members 
Mstep: Class 22 contains 223187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920576.000000 Penalty: 36575.996094
Iteration 287Q: 17 clusters Score -1.279206e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 7088 members 
Mstep: Class 3 contains 186466 members 
Mstep: Class 4 contains 135776 members 
Mstep: Class 5 contains 35842 members 
Mstep: Class 7 contains 7347 members 
Mstep: Class 8 contains 3711 members 
Mstep: Class 9 contains 154265 members 
Mstep: Class 10 contains 2941 members 
Mstep: Class 11 contains 164469 members 
Mstep: Class 12 contains 198510 members 
Mstep: Class 16 contains 67457 members 
Mstep: Class 17 contains 8789 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 62201 members 
Mstep: Class 22 contains 223190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920624.000000 Penalty: 36575.996094
Iteration 288Q: 17 clusters Score -1.279206e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 7090 members 
Mstep: Class 3 contains 186462 members 
Mstep: Class 4 contains 135796 members 
Mstep: Class 5 contains 35856 members 
Mstep: Class 7 contains 7344 members 
Mstep: Class 8 contains 3711 members 
Mstep: Class 9 contains 154263 members 
Mstep: Class 10 contains 2941 members 
Mstep: Class 11 contains 164481 members 
Mstep: Class 12 contains 198473 members 
Mstep: Class 16 contains 67460 members 
Mstep: Class 17 contains 8792 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 62204 members 
Mstep: Class 22 contains 223190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920544.000000 Penalty: 36575.996094
Iteration 289Q: 17 clusters Score -1.279205e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 7093 members 
Mstep: Class 3 contains 186460 members 
Mstep: Class 4 contains 135810 members 
Mstep: Class 5 contains 35871 members 
Mstep: Class 7 contains 7341 members 
Mstep: Class 8 contains 3711 members 
Mstep: Class 9 contains 154262 members 
Mstep: Class 10 contains 2942 members 
Mstep: Class 11 contains 164486 members 
Mstep: Class 12 contains 198441 members 
Mstep: Class 16 contains 67458 members 
Mstep: Class 17 contains 8796 members 
Mstep: Class 20 contains 2987 members 
Mstep: Class 21 contains 62210 members 
Mstep: Class 22 contains 223191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920464.000000 Penalty: 36575.996094
Iteration 290Q: 17 clusters Score -1.279205e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 7095 members 
Mstep: Class 3 contains 186461 members 
Mstep: Class 4 contains 135830 members 
Mstep: Class 5 contains 35880 members 
Mstep: Class 7 contains 7337 members 
Mstep: Class 8 contains 3710 members 
Mstep: Class 9 contains 154250 members 
Mstep: Class 10 contains 2945 members 
Mstep: Class 11 contains 164490 members 
Mstep: Class 12 contains 198428 members 
Mstep: Class 16 contains 67452 members 
Mstep: Class 17 contains 8796 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 62218 members 
Mstep: Class 22 contains 223190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920384.000000 Penalty: 36575.996094
Iteration 291Q: 17 clusters Score -1.279204e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 7101 members 
Mstep: Class 3 contains 186476 members 
Mstep: Class 4 contains 135846 members 
Mstep: Class 5 contains 35891 members 
Mstep: Class 7 contains 7329 members 
Mstep: Class 8 contains 3709 members 
Mstep: Class 9 contains 154241 members 
Mstep: Class 10 contains 2947 members 
Mstep: Class 11 contains 164481 members 
Mstep: Class 12 contains 198414 members 
Mstep: Class 16 contains 67455 members 
Mstep: Class 17 contains 8796 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 62221 members 
Mstep: Class 22 contains 223180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920624.000000 Penalty: 36575.996094
Iteration 292Q: 17 clusters Score -1.279206e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 7104 members 
Mstep: Class 3 contains 186470 members 
Mstep: Class 4 contains 135847 members 
Mstep: Class 5 contains 35899 members 
Mstep: Class 7 contains 7319 members 
Mstep: Class 8 contains 3709 members 
Mstep: Class 9 contains 154242 members 
Mstep: Class 10 contains 2951 members 
Mstep: Class 11 contains 164497 members 
Mstep: Class 12 contains 198397 members 
Mstep: Class 16 contains 67460 members 
Mstep: Class 17 contains 8799 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 62230 members 
Mstep: Class 22 contains 223170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920552.000000 Penalty: 36575.996094
Iteration 293Q: 17 clusters Score -1.279206e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 7109 members 
Mstep: Class 3 contains 186463 members 
Mstep: Class 4 contains 135865 members 
Mstep: Class 5 contains 35902 members 
Mstep: Class 7 contains 7310 members 
Mstep: Class 8 contains 3709 members 
Mstep: Class 9 contains 154254 members 
Mstep: Class 10 contains 2955 members 
Mstep: Class 11 contains 164513 members 
Mstep: Class 12 contains 198372 members 
Mstep: Class 16 contains 67463 members 
Mstep: Class 17 contains 8801 members 
Mstep: Class 20 contains 2992 members 
Mstep: Class 21 contains 62229 members 
Mstep: Class 22 contains 223154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920456.000000 Penalty: 36575.996094
Iteration 294Q: 17 clusters Score -1.279205e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 7111 members 
Mstep: Class 3 contains 186463 members 
Mstep: Class 4 contains 135877 members 
Mstep: Class 5 contains 35906 members 
Mstep: Class 7 contains 7298 members 
Mstep: Class 8 contains 3709 members 
Mstep: Class 9 contains 154258 members 
Mstep: Class 10 contains 2957 members 
Mstep: Class 11 contains 164530 members 
Mstep: Class 12 contains 198356 members 
Mstep: Class 16 contains 67469 members 
Mstep: Class 17 contains 8803 members 
Mstep: Class 20 contains 2995 members 
Mstep: Class 21 contains 62229 members 
Mstep: Class 22 contains 223135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920440.000000 Penalty: 36575.996094
Iteration 295Q: 17 clusters Score -1.279204e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 7111 members 
Mstep: Class 3 contains 186467 members 
Mstep: Class 4 contains 135904 members 
Mstep: Class 5 contains 35907 members 
Mstep: Class 7 contains 7288 members 
Mstep: Class 8 contains 3709 members 
Mstep: Class 9 contains 154262 members 
Mstep: Class 10 contains 2959 members 
Mstep: Class 11 contains 164527 members 
Mstep: Class 12 contains 198339 members 
Mstep: Class 16 contains 67472 members 
Mstep: Class 17 contains 8803 members 
Mstep: Class 20 contains 2996 members 
Mstep: Class 21 contains 62232 members 
Mstep: Class 22 contains 223120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920392.000000 Penalty: 36575.996094
Iteration 296Q: 17 clusters Score -1.279204e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 186441 members 
Mstep: Class 4 contains 135925 members 
Mstep: Class 5 contains 35913 members 
Mstep: Class 7 contains 7283 members 
Mstep: Class 8 contains 3709 members 
Mstep: Class 9 contains 154264 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 164547 members 
Mstep: Class 12 contains 198336 members 
Mstep: Class 16 contains 67471 members 
Mstep: Class 17 contains 8810 members 
Mstep: Class 20 contains 2998 members 
Mstep: Class 21 contains 62238 members 
Mstep: Class 22 contains 223092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920312.000000 Penalty: 36575.996094
Iteration 297Q: 17 clusters Score -1.279203e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 7114 members 
Mstep: Class 3 contains 186445 members 
Mstep: Class 4 contains 135938 members 
Mstep: Class 5 contains 35921 members 
Mstep: Class 7 contains 7279 members 
Mstep: Class 8 contains 3709 members 
Mstep: Class 9 contains 154269 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 164574 members 
Mstep: Class 12 contains 198326 members 
Mstep: Class 16 contains 67466 members 
Mstep: Class 17 contains 8814 members 
Mstep: Class 20 contains 2998 members 
Mstep: Class 21 contains 62240 members 
Mstep: Class 22 contains 223050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920392.000000 Penalty: 36575.996094
Iteration 298Q: 17 clusters Score -1.279204e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 7118 members 
Mstep: Class 3 contains 186436 members 
Mstep: Class 4 contains 135957 members 
Mstep: Class 5 contains 35935 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 3709 members 
Mstep: Class 9 contains 154278 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 164585 members 
Mstep: Class 12 contains 198308 members 
Mstep: Class 16 contains 67470 members 
Mstep: Class 17 contains 8817 members 
Mstep: Class 20 contains 2997 members 
Mstep: Class 21 contains 62236 members 
Mstep: Class 22 contains 223023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920456.000000 Penalty: 36575.996094
Iteration 299Q: 17 clusters Score -1.279205e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 7122 members 
Mstep: Class 3 contains 186432 members 
Mstep: Class 4 contains 135978 members 
Mstep: Class 5 contains 35951 members 
Mstep: Class 7 contains 7276 members 
Mstep: Class 8 contains 3708 members 
Mstep: Class 9 contains 154277 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 164594 members 
Mstep: Class 12 contains 198290 members 
Mstep: Class 16 contains 67471 members 
Mstep: Class 17 contains 8822 members 
Mstep: Class 20 contains 2996 members 
Mstep: Class 21 contains 62236 members 
Mstep: Class 22 contains 222999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920424.000000 Penalty: 36575.996094
Iteration 300F: 17 clusters Score -1.279204e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 186419 members 
Mstep: Class 4 contains 136002 members 
Mstep: Class 5 contains 35960 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 3708 members 
Mstep: Class 9 contains 154278 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 164604 members 
Mstep: Class 12 contains 198279 members 
Mstep: Class 16 contains 67465 members 
Mstep: Class 17 contains 8827 members 
Mstep: Class 20 contains 2997 members 
Mstep: Class 21 contains 62238 members 
Mstep: Class 22 contains 222984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920392.000000 Penalty: 36575.996094
Iteration 301Q: 17 clusters Score -1.279204e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 7130 members 
Mstep: Class 3 contains 186402 members 
Mstep: Class 4 contains 136029 members 
Mstep: Class 5 contains 35974 members 
Mstep: Class 7 contains 7271 members 
Mstep: Class 8 contains 3708 members 
Mstep: Class 9 contains 154282 members 
Mstep: Class 10 contains 2961 members 
Mstep: Class 11 contains 164603 members 
Mstep: Class 12 contains 198265 members 
Mstep: Class 16 contains 67459 members 
Mstep: Class 17 contains 8829 members 
Mstep: Class 20 contains 2996 members 
Mstep: Class 21 contains 62242 members 
Mstep: Class 22 contains 222975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920592.000000 Penalty: 36575.996094
Iteration 302Q: 17 clusters Score -1.279206e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 7131 members 
Mstep: Class 3 contains 186409 members 
Mstep: Class 4 contains 136043 members 
Mstep: Class 5 contains 35987 members 
Mstep: Class 7 contains 7270 members 
Mstep: Class 8 contains 3708 members 
Mstep: Class 9 contains 154286 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 164591 members 
Mstep: Class 12 contains 198243 members 
Mstep: Class 16 contains 67456 members 
Mstep: Class 17 contains 8830 members 
Mstep: Class 20 contains 2995 members 
Mstep: Class 21 contains 62246 members 
Mstep: Class 22 contains 222969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920664.000000 Penalty: 36575.996094
Iteration 303Q: 17 clusters Score -1.279207e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 7133 members 
Mstep: Class 3 contains 186404 members 
Mstep: Class 4 contains 136058 members 
Mstep: Class 5 contains 35997 members 
Mstep: Class 7 contains 7270 members 
Mstep: Class 8 contains 3708 members 
Mstep: Class 9 contains 154286 members 
Mstep: Class 10 contains 2967 members 
Mstep: Class 11 contains 164574 members 
Mstep: Class 12 contains 198229 members 
Mstep: Class 16 contains 67454 members 
Mstep: Class 17 contains 8832 members 
Mstep: Class 20 contains 2995 members 
Mstep: Class 21 contains 62243 members 
Mstep: Class 22 contains 222978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920824.000000 Penalty: 36575.996094
Iteration 304Q: 17 clusters Score -1.279208e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 7137 members 
Mstep: Class 3 contains 186401 members 
Mstep: Class 4 contains 136071 members 
Mstep: Class 5 contains 36004 members 
Mstep: Class 7 contains 7266 members 
Mstep: Class 8 contains 3708 members 
Mstep: Class 9 contains 154284 members 
Mstep: Class 10 contains 2967 members 
Mstep: Class 11 contains 164554 members 
Mstep: Class 12 contains 198219 members 
Mstep: Class 16 contains 67458 members 
Mstep: Class 17 contains 8834 members 
Mstep: Class 20 contains 2993 members 
Mstep: Class 21 contains 62243 members 
Mstep: Class 22 contains 222992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920744.000000 Penalty: 36575.996094
Iteration 305Q: 17 clusters Score -1.279207e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 7139 members 
Mstep: Class 3 contains 186390 members 
Mstep: Class 4 contains 136084 members 
Mstep: Class 5 contains 36014 members 
Mstep: Class 7 contains 7262 members 
Mstep: Class 8 contains 3708 members 
Mstep: Class 9 contains 154282 members 
Mstep: Class 10 contains 2968 members 
Mstep: Class 11 contains 164553 members 
Mstep: Class 12 contains 198208 members 
Mstep: Class 16 contains 67458 members 
Mstep: Class 17 contains 8836 members 
Mstep: Class 20 contains 2993 members 
Mstep: Class 21 contains 62243 members 
Mstep: Class 22 contains 222995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920728.000000 Penalty: 36575.996094
Iteration 306Q: 17 clusters Score -1.279207e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 7143 members 
Mstep: Class 3 contains 186373 members 
Mstep: Class 4 contains 136095 members 
Mstep: Class 5 contains 36027 members 
Mstep: Class 7 contains 7261 members 
Mstep: Class 8 contains 3708 members 
Mstep: Class 9 contains 154278 members 
Mstep: Class 10 contains 2968 members 
Mstep: Class 11 contains 164553 members 
Mstep: Class 12 contains 198209 members 
Mstep: Class 16 contains 67461 members 
Mstep: Class 17 contains 8841 members 
Mstep: Class 20 contains 2992 members 
Mstep: Class 21 contains 62239 members 
Mstep: Class 22 contains 222992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920784.000000 Penalty: 36575.996094
Iteration 307Q: 17 clusters Score -1.279208e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 7154 members 
Mstep: Class 3 contains 186353 members 
Mstep: Class 4 contains 136109 members 
Mstep: Class 5 contains 36041 members 
Mstep: Class 7 contains 7261 members 
Mstep: Class 8 contains 3708 members 
Mstep: Class 9 contains 154281 members 
Mstep: Class 10 contains 2968 members 
Mstep: Class 11 contains 164543 members 
Mstep: Class 12 contains 198199 members 
Mstep: Class 16 contains 67465 members 
Mstep: Class 17 contains 8849 members 
Mstep: Class 20 contains 2991 members 
Mstep: Class 21 contains 62232 members 
Mstep: Class 22 contains 222997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920800.000000 Penalty: 36575.996094
Iteration 308Q: 17 clusters Score -1.279208e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 186335 members 
Mstep: Class 4 contains 136113 members 
Mstep: Class 5 contains 36052 members 
Mstep: Class 7 contains 7261 members 
Mstep: Class 8 contains 3708 members 
Mstep: Class 9 contains 154284 members 
Mstep: Class 10 contains 2968 members 
Mstep: Class 11 contains 164530 members 
Mstep: Class 12 contains 198190 members 
Mstep: Class 16 contains 67470 members 
Mstep: Class 17 contains 8857 members 
Mstep: Class 20 contains 2992 members 
Mstep: Class 21 contains 62232 members 
Mstep: Class 22 contains 223002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920840.000000 Penalty: 36575.996094
Iteration 309Q: 17 clusters Score -1.279208e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 7181 members 
Mstep: Class 3 contains 186298 members 
Mstep: Class 4 contains 136123 members 
Mstep: Class 5 contains 36064 members 
Mstep: Class 7 contains 7262 members 
Mstep: Class 8 contains 3708 members 
Mstep: Class 9 contains 154287 members 
Mstep: Class 10 contains 2968 members 
Mstep: Class 11 contains 164525 members 
Mstep: Class 12 contains 198181 members 
Mstep: Class 16 contains 67473 members 
Mstep: Class 17 contains 8873 members 
Mstep: Class 20 contains 2992 members 
Mstep: Class 21 contains 62234 members 
Mstep: Class 22 contains 223004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920920.000000 Penalty: 36575.996094
Iteration 310Q: 17 clusters Score -1.279209e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 7189 members 
Mstep: Class 3 contains 186284 members 
Mstep: Class 4 contains 136121 members 
Mstep: Class 5 contains 36072 members 
Mstep: Class 7 contains 7262 members 
Mstep: Class 8 contains 3708 members 
Mstep: Class 9 contains 154290 members 
Mstep: Class 10 contains 2968 members 
Mstep: Class 11 contains 164507 members 
Mstep: Class 12 contains 198181 members 
Mstep: Class 16 contains 67475 members 
Mstep: Class 17 contains 8881 members 
Mstep: Class 20 contains 2991 members 
Mstep: Class 21 contains 62240 members 
Mstep: Class 22 contains 223011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920992.000000 Penalty: 36575.996094
Iteration 311Q: 17 clusters Score -1.27921e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 7197 members 
Mstep: Class 3 contains 186280 members 
Mstep: Class 4 contains 136127 members 
Mstep: Class 5 contains 36082 members 
Mstep: Class 7 contains 7260 members 
Mstep: Class 8 contains 3707 members 
Mstep: Class 9 contains 154295 members 
Mstep: Class 10 contains 2968 members 
Mstep: Class 11 contains 164480 members 
Mstep: Class 12 contains 198174 members 
Mstep: Class 16 contains 67480 members 
Mstep: Class 17 contains 8901 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 62245 members 
Mstep: Class 22 contains 223002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921024.000000 Penalty: 36575.996094
Iteration 312Q: 17 clusters Score -1.27921e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 7205 members 
Mstep: Class 3 contains 186287 members 
Mstep: Class 4 contains 136136 members 
Mstep: Class 5 contains 36096 members 
Mstep: Class 7 contains 7258 members 
Mstep: Class 8 contains 3706 members 
Mstep: Class 9 contains 154296 members 
Mstep: Class 10 contains 2968 members 
Mstep: Class 11 contains 164442 members 
Mstep: Class 12 contains 198169 members 
Mstep: Class 16 contains 67489 members 
Mstep: Class 17 contains 8913 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 62246 members 
Mstep: Class 22 contains 222995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921040.000000 Penalty: 36575.996094
Iteration 313Q: 17 clusters Score -1.27921e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 7212 members 
Mstep: Class 3 contains 186301 members 
Mstep: Class 4 contains 136141 members 
Mstep: Class 5 contains 36108 members 
Mstep: Class 7 contains 7257 members 
Mstep: Class 8 contains 3705 members 
Mstep: Class 9 contains 154302 members 
Mstep: Class 10 contains 2968 members 
Mstep: Class 11 contains 164401 members 
Mstep: Class 12 contains 198168 members 
Mstep: Class 16 contains 67492 members 
Mstep: Class 17 contains 8925 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 62243 members 
Mstep: Class 22 contains 222987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921056.000000 Penalty: 36575.996094
Iteration 314Q: 17 clusters Score -1.279211e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 7222 members 
Mstep: Class 3 contains 186275 members 
Mstep: Class 4 contains 136138 members 
Mstep: Class 5 contains 36127 members 
Mstep: Class 7 contains 7257 members 
Mstep: Class 8 contains 3705 members 
Mstep: Class 9 contains 154304 members 
Mstep: Class 10 contains 2969 members 
Mstep: Class 11 contains 164400 members 
Mstep: Class 12 contains 198167 members 
Mstep: Class 16 contains 67495 members 
Mstep: Class 17 contains 8936 members 
Mstep: Class 20 contains 2991 members 
Mstep: Class 21 contains 62247 members 
Mstep: Class 22 contains 222972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921120.000000 Penalty: 36575.996094
Iteration 315Q: 17 clusters Score -1.279211e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 7231 members 
Mstep: Class 3 contains 186229 members 
Mstep: Class 4 contains 136142 members 
Mstep: Class 5 contains 36144 members 
Mstep: Class 7 contains 7255 members 
Mstep: Class 8 contains 3704 members 
Mstep: Class 9 contains 154312 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 164405 members 
Mstep: Class 12 contains 198172 members 
Mstep: Class 16 contains 67492 members 
Mstep: Class 17 contains 8948 members 
Mstep: Class 20 contains 2993 members 
Mstep: Class 21 contains 62245 members 
Mstep: Class 22 contains 222966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921112.000000 Penalty: 36575.996094
Iteration 316Q: 17 clusters Score -1.279211e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 7239 members 
Mstep: Class 3 contains 186204 members 
Mstep: Class 4 contains 136144 members 
Mstep: Class 5 contains 36158 members 
Mstep: Class 7 contains 7252 members 
Mstep: Class 8 contains 3703 members 
Mstep: Class 9 contains 154318 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164419 members 
Mstep: Class 12 contains 198162 members 
Mstep: Class 16 contains 67494 members 
Mstep: Class 17 contains 8960 members 
Mstep: Class 20 contains 2995 members 
Mstep: Class 21 contains 62244 members 
Mstep: Class 22 contains 222952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921272.000000 Penalty: 36575.996094
Iteration 317Q: 17 clusters Score -1.279213e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 186180 members 
Mstep: Class 4 contains 136151 members 
Mstep: Class 5 contains 36165 members 
Mstep: Class 7 contains 7250 members 
Mstep: Class 8 contains 3703 members 
Mstep: Class 9 contains 154326 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164431 members 
Mstep: Class 12 contains 198150 members 
Mstep: Class 16 contains 67498 members 
Mstep: Class 17 contains 8970 members 
Mstep: Class 20 contains 2995 members 
Mstep: Class 21 contains 62245 members 
Mstep: Class 22 contains 222942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921272.000000 Penalty: 36575.996094
Iteration 318Q: 17 clusters Score -1.279213e+08 nChanged 233
Entering ConstructFrom: 
Score: -127921272.000000 Penalty: 36575.996094
Entering ConstructFrom: 
Trying to split cluster 1 (25577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Entering Unmasked Estep 
Score: -2488551.750000 Penalty: 1649.285400
	Iteration 0F: 2 clusters Score -2488552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2471191.500000 Penalty: 3298.570801
	Iteration 0F: 3 clusters Score -2471192 nChanged 11782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2477705.500000 Penalty: 3298.570801
	Iteration 1F: 3 clusters Score -2477706 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2478067.000000 Penalty: 3298.570801
	Iteration 2Q: 3 clusters Score -2478067 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2478469.750000 Penalty: 3298.570801
	Iteration 3Q: 3 clusters Score -2478470 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2478895.750000 Penalty: 3298.570801
	Iteration 4Q: 3 clusters Score -2478896 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2479393.500000 Penalty: 3298.570801
	Iteration 5Q: 3 clusters Score -2479394 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2479994.000000 Penalty: 3298.570801
	Iteration 6Q: 3 clusters Score -2479994 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2480699.500000 Penalty: 3298.570801
	Iteration 7Q: 3 clusters Score -2480700 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2481538.250000 Penalty: 3298.570801
	Iteration 8Q: 3 clusters Score -2481538 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2482433.750000 Penalty: 3298.570801
	Iteration 9F: 3 clusters Score -2482434 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2483248.000000 Penalty: 3298.570801
	Iteration 10Q: 3 clusters Score -2483248 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2484014.500000 Penalty: 3298.570801
	Iteration 11Q: 3 clusters Score -2484014 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2484689.000000 Penalty: 3298.570801
	Iteration 12Q: 3 clusters Score -2484689 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2485297.250000 Penalty: 3298.570801
	Iteration 13Q: 3 clusters Score -2485297 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2485781.250000 Penalty: 3298.570801
	Iteration 14Q: 3 clusters Score -2485781 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2486182.250000 Penalty: 3298.570801
	Iteration 15Q: 3 clusters Score -2486182 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2486472.250000 Penalty: 3298.570801
	Iteration 16Q: 3 clusters Score -2486472 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2486643.250000 Penalty: 3298.570801
	Iteration 17Q: 3 clusters Score -2486643 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2486777.750000 Penalty: 3298.570801
	Iteration 18Q: 3 clusters Score -2486778 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2486865.750000 Penalty: 3298.570801
	Iteration 19Q: 3 clusters Score -2486866 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2486940.000000 Penalty: 3298.570801
	Iteration 20F: 3 clusters Score -2486940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2487006.250000 Penalty: 3298.570801
	Iteration 21Q: 3 clusters Score -2487006 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2487055.000000 Penalty: 3298.570801
	Iteration 22Q: 3 clusters Score -2487055 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2487075.000000 Penalty: 3298.570801
	Iteration 23Q: 3 clusters Score -2487075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2487090.250000 Penalty: 3298.570801
	Iteration 24Q: 3 clusters Score -2487090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2487100.750000 Penalty: 3298.570801
	Iteration 25Q: 3 clusters Score -2487101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2487108.250000 Penalty: 3298.570801
	Iteration 26Q: 3 clusters Score -2487108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2487116.250000 Penalty: 3298.570801
	Iteration 27Q: 3 clusters Score -2487116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2487133.750000 Penalty: 3298.570801
	Iteration 28Q: 3 clusters Score -2487134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2487139.750000 Penalty: 3298.570801
	Iteration 29Q: 3 clusters Score -2487140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2487145.750000 Penalty: 3298.570801
	Iteration 30Q: 3 clusters Score -2487146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2487157.250000 Penalty: 3298.570801
	Iteration 31Q: 3 clusters Score -2487157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2487159.500000 Penalty: 3298.570801
	Iteration 32Q: 3 clusters Score -2487160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2487161.500000 Penalty: 3298.570801
	Iteration 33Q: 3 clusters Score -2487162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2487161.500000 Penalty: 3298.570801
	Iteration 34F: 3 clusters Score -2487162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -736630.562500 Penalty: 1444.825928
	Iteration 0F: 2 clusters Score -736630.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -731188.125000 Penalty: 2889.651855
	Iteration 0F: 3 clusters Score -731188.1 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -732848.125000 Penalty: 2889.651855
	Iteration 1F: 3 clusters Score -732848.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -733063.312500 Penalty: 2889.651855
	Iteration 2F: 3 clusters Score -733063.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -733233.437500 Penalty: 2889.651855
	Iteration 3Q: 3 clusters Score -733233.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -733382.875000 Penalty: 2889.651855
	Iteration 4Q: 3 clusters Score -733382.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -733534.250000 Penalty: 2889.651855
	Iteration 5Q: 3 clusters Score -733534.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -733678.750000 Penalty: 2889.651855
	Iteration 6Q: 3 clusters Score -733678.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -733831.000000 Penalty: 2889.651855
	Iteration 7Q: 3 clusters Score -733831 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -734017.812500 Penalty: 2889.651855
	Iteration 8Q: 3 clusters Score -734017.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -734232.812500 Penalty: 2889.651855
	Iteration 9Q: 3 clusters Score -734232.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -734463.875000 Penalty: 2889.651855
	Iteration 10Q: 3 clusters Score -734463.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -734702.000000 Penalty: 2889.651855
	Iteration 11Q: 3 clusters Score -734702 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -734906.812500 Penalty: 2889.651855
	Iteration 12Q: 3 clusters Score -734906.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -735105.687500 Penalty: 2889.651855
	Iteration 13Q: 3 clusters Score -735105.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -735218.125000 Penalty: 2889.651855
	Iteration 14Q: 3 clusters Score -735218.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -735286.437500 Penalty: 2889.651855
	Iteration 15Q: 3 clusters Score -735286.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -735340.625000 Penalty: 2889.651855
	Iteration 16Q: 3 clusters Score -735340.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -735369.750000 Penalty: 2889.651855
	Iteration 17Q: 3 clusters Score -735369.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -735387.750000 Penalty: 2889.651855
	Iteration 18Q: 3 clusters Score -735387.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -735396.437500 Penalty: 2889.651855
	Iteration 19Q: 3 clusters Score -735396.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -735404.000000 Penalty: 2889.651855
	Iteration 20F: 3 clusters Score -735404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -735408.625000 Penalty: 2889.651855
	Iteration 21Q: 3 clusters Score -735408.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -735410.187500 Penalty: 2889.651855
	Iteration 22Q: 3 clusters Score -735410.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -735413.875000 Penalty: 2889.651855
	Iteration 23Q: 3 clusters Score -735413.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -735421.375000 Penalty: 2889.651855
	Iteration 24Q: 3 clusters Score -735421.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -735422.875000 Penalty: 2889.651855
	Iteration 25Q: 3 clusters Score -735422.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -735425.375000 Penalty: 2889.651855
	Iteration 26Q: 3 clusters Score -735425.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -735425.875000 Penalty: 2889.651855
	Iteration 27Q: 3 clusters Score -735425.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -735428.250000 Penalty: 2889.651855
	Iteration 28Q: 3 clusters Score -735428.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -735428.250000 Penalty: 2889.651855
	Iteration 29F: 3 clusters Score -735428.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (186153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186153 members 
Entering Unmasked Estep 
Score: -18944254.000000 Penalty: 1971.827637
	Iteration 0F: 2 clusters Score -1.894425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92873 members 
Mstep: Class 2 contains 93280 members 
Entering Unmasked Estep 
Score: -18828250.000000 Penalty: 3943.655273
	Iteration 0F: 3 clusters Score -1.882825e+07 nChanged 90285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89710 members 
Mstep: Class 2 contains 96443 members 
Entering Unmasked Estep 
Score: -18882172.000000 Penalty: 3943.655273
	Iteration 1F: 3 clusters Score -1.888217e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88823 members 
Mstep: Class 2 contains 97330 members 
Entering Unmasked Estep 
Score: -18884276.000000 Penalty: 3943.655273
	Iteration 2Q: 3 clusters Score -1.888428e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87753 members 
Mstep: Class 2 contains 98400 members 
Entering Unmasked Estep 
Score: -18887214.000000 Penalty: 3943.655273
	Iteration 3Q: 3 clusters Score -1.888721e+07 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86509 members 
Mstep: Class 2 contains 99644 members 
Entering Unmasked Estep 
Score: -18892082.000000 Penalty: 3943.655273
	Iteration 4F: 3 clusters Score -1.889208e+07 nChanged 11399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85320 members 
Mstep: Class 2 contains 100833 members 
Entering Unmasked Estep 
Score: -18899956.000000 Penalty: 3943.655273
	Iteration 5F: 3 clusters Score -1.889996e+07 nChanged 13168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84882 members 
Mstep: Class 2 contains 101271 members 
Entering Unmasked Estep 
Score: -18910430.000000 Penalty: 3943.655273
	Iteration 6F: 3 clusters Score -1.891043e+07 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85728 members 
Mstep: Class 2 contains 100425 members 
Entering Unmasked Estep 
Score: -18919098.000000 Penalty: 3943.655273
	Iteration 7F: 3 clusters Score -1.89191e+07 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87722 members 
Mstep: Class 2 contains 98431 members 
Entering Unmasked Estep 
Score: -18923332.000000 Penalty: 3943.655273
	Iteration 8F: 3 clusters Score -1.892333e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90775 members 
Mstep: Class 2 contains 95378 members 
Entering Unmasked Estep 
Score: -18925412.000000 Penalty: 3943.655273
	Iteration 9Q: 3 clusters Score -1.892541e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94635 members 
Mstep: Class 2 contains 91518 members 
Entering Unmasked Estep 
Score: -18927340.000000 Penalty: 3943.655273
	Iteration 10Q: 3 clusters Score -1.892734e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99054 members 
Mstep: Class 2 contains 87099 members 
Entering Unmasked Estep 
Score: -18929368.000000 Penalty: 3943.655273
	Iteration 11Q: 3 clusters Score -1.892937e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103682 members 
Mstep: Class 2 contains 82471 members 
Entering Unmasked Estep 
Score: -18931304.000000 Penalty: 3943.655273
	Iteration 12Q: 3 clusters Score -1.89313e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108146 members 
Mstep: Class 2 contains 78007 members 
Entering Unmasked Estep 
Score: -18933020.000000 Penalty: 3943.655273
	Iteration 13Q: 3 clusters Score -1.893302e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112434 members 
Mstep: Class 2 contains 73719 members 
Entering Unmasked Estep 
Score: -18934530.000000 Penalty: 3943.655273
	Iteration 14Q: 3 clusters Score -1.893453e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116377 members 
Mstep: Class 2 contains 69776 members 
Entering Unmasked Estep 
Score: -18935652.000000 Penalty: 3943.655273
	Iteration 15Q: 3 clusters Score -1.893565e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120111 members 
Mstep: Class 2 contains 66042 members 
Entering Unmasked Estep 
Score: -18936600.000000 Penalty: 3943.655273
	Iteration 16Q: 3 clusters Score -1.89366e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123635 members 
Mstep: Class 2 contains 62518 members 
Entering Unmasked Estep 
Score: -18937270.000000 Penalty: 3943.655273
	Iteration 17Q: 3 clusters Score -1.893727e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127064 members 
Mstep: Class 2 contains 59089 members 
Entering Unmasked Estep 
Score: -18937942.000000 Penalty: 3943.655273
	Iteration 18Q: 3 clusters Score -1.893794e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130385 members 
Mstep: Class 2 contains 55768 members 
Entering Unmasked Estep 
Score: -18938288.000000 Penalty: 3943.655273
	Iteration 19Q: 3 clusters Score -1.893829e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133561 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -18938762.000000 Penalty: 3943.655273
	Iteration 20F: 3 clusters Score -1.893876e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136703 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
Score: -18939036.000000 Penalty: 3943.655273
	Iteration 21Q: 3 clusters Score -1.893904e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139760 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -18939338.000000 Penalty: 3943.655273
	Iteration 22Q: 3 clusters Score -1.893934e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142699 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -18939554.000000 Penalty: 3943.655273
	Iteration 23Q: 3 clusters Score -1.893955e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145686 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -18940574.000000 Penalty: 3943.655273
	Iteration 24Q: 3 clusters Score -1.894057e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148211 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -18941328.000000 Penalty: 3943.655273
	Iteration 25Q: 3 clusters Score -1.894133e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150360 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -18941912.000000 Penalty: 3943.655273
	Iteration 26Q: 3 clusters Score -1.894191e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152270 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -18942304.000000 Penalty: 3943.655273
	Iteration 27Q: 3 clusters Score -1.89423e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154009 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -18942650.000000 Penalty: 3943.655273
	Iteration 28Q: 3 clusters Score -1.894265e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155567 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -18942952.000000 Penalty: 3943.655273
	Iteration 29Q: 3 clusters Score -1.894295e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156993 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -18943184.000000 Penalty: 3943.655273
	Iteration 30Q: 3 clusters Score -1.894318e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158227 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -18943384.000000 Penalty: 3943.655273
	Iteration 31Q: 3 clusters Score -1.894338e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159383 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -18943588.000000 Penalty: 3943.655273
	Iteration 32Q: 3 clusters Score -1.894359e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160401 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -18943670.000000 Penalty: 3943.655273
	Iteration 33Q: 3 clusters Score -1.894367e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161325 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -18943854.000000 Penalty: 3943.655273
	Iteration 34Q: 3 clusters Score -1.894385e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162195 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -18943842.000000 Penalty: 3943.655273
	Iteration 35Q: 3 clusters Score -1.894384e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163002 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -18943934.000000 Penalty: 3943.655273
	Iteration 36Q: 3 clusters Score -1.894393e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163754 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -18944006.000000 Penalty: 3943.655273
	Iteration 37Q: 3 clusters Score -1.894401e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164462 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -18943970.000000 Penalty: 3943.655273
	Iteration 38Q: 3 clusters Score -1.894397e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165102 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -18943918.000000 Penalty: 3943.655273
	Iteration 39Q: 3 clusters Score -1.894392e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165707 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -18943898.000000 Penalty: 3943.655273
	Iteration 40F: 3 clusters Score -1.89439e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166270 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -18943888.000000 Penalty: 3943.655273
	Iteration 41Q: 3 clusters Score -1.894389e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166777 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -18943882.000000 Penalty: 3943.655273
	Iteration 42Q: 3 clusters Score -1.894388e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167221 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -18943872.000000 Penalty: 3943.655273
	Iteration 43Q: 3 clusters Score -1.894387e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167611 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -18943880.000000 Penalty: 3943.655273
	Iteration 44Q: 3 clusters Score -1.894388e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168008 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -18943842.000000 Penalty: 3943.655273
	Iteration 45Q: 3 clusters Score -1.894384e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168396 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -18943798.000000 Penalty: 3943.655273
	Iteration 46Q: 3 clusters Score -1.89438e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168790 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -18943780.000000 Penalty: 3943.655273
	Iteration 47Q: 3 clusters Score -1.894378e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169150 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -18943732.000000 Penalty: 3943.655273
	Iteration 48Q: 3 clusters Score -1.894373e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169499 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -18943758.000000 Penalty: 3943.655273
	Iteration 49Q: 3 clusters Score -1.894376e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169819 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -18943808.000000 Penalty: 3943.655273
	Iteration 50Q: 3 clusters Score -1.894381e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170131 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -18943786.000000 Penalty: 3943.655273
	Iteration 51Q: 3 clusters Score -1.894379e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170451 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -18943732.000000 Penalty: 3943.655273
	Iteration 52Q: 3 clusters Score -1.894373e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170747 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -18943694.000000 Penalty: 3943.655273
	Iteration 53Q: 3 clusters Score -1.894369e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171054 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -18943646.000000 Penalty: 3943.655273
	Iteration 54Q: 3 clusters Score -1.894365e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171319 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -18943620.000000 Penalty: 3943.655273
	Iteration 55Q: 3 clusters Score -1.894362e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171597 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -18943626.000000 Penalty: 3943.655273
	Iteration 56Q: 3 clusters Score -1.894363e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171893 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -18943626.000000 Penalty: 3943.655273
	Iteration 57Q: 3 clusters Score -1.894363e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172213 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -18943632.000000 Penalty: 3943.655273
	Iteration 58Q: 3 clusters Score -1.894363e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172532 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -18943604.000000 Penalty: 3943.655273
	Iteration 59Q: 3 clusters Score -1.89436e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172838 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -18943546.000000 Penalty: 3943.655273
	Iteration 60F: 3 clusters Score -1.894355e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173144 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -18943542.000000 Penalty: 3943.655273
	Iteration 61Q: 3 clusters Score -1.894354e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173436 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -18943522.000000 Penalty: 3943.655273
	Iteration 62Q: 3 clusters Score -1.894352e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173721 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -18943504.000000 Penalty: 3943.655273
	Iteration 63Q: 3 clusters Score -1.89435e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173986 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -18943520.000000 Penalty: 3943.655273
	Iteration 64Q: 3 clusters Score -1.894352e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174255 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -18943500.000000 Penalty: 3943.655273
	Iteration 65Q: 3 clusters Score -1.89435e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174536 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -18943480.000000 Penalty: 3943.655273
	Iteration 66Q: 3 clusters Score -1.894348e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174804 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -18943460.000000 Penalty: 3943.655273
	Iteration 67Q: 3 clusters Score -1.894346e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175073 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -18943512.000000 Penalty: 3943.655273
	Iteration 68Q: 3 clusters Score -1.894351e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175388 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -18943534.000000 Penalty: 3943.655273
	Iteration 69Q: 3 clusters Score -1.894353e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175676 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -18943476.000000 Penalty: 3943.655273
	Iteration 70Q: 3 clusters Score -1.894348e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175967 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -18943444.000000 Penalty: 3943.655273
	Iteration 71Q: 3 clusters Score -1.894344e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176257 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -18943444.000000 Penalty: 3943.655273
	Iteration 72Q: 3 clusters Score -1.894344e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176541 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -18943386.000000 Penalty: 3943.655273
	Iteration 73Q: 3 clusters Score -1.894339e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176824 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -18943426.000000 Penalty: 3943.655273
	Iteration 74Q: 3 clusters Score -1.894343e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177112 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -18943448.000000 Penalty: 3943.655273
	Iteration 75Q: 3 clusters Score -1.894345e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177388 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -18943444.000000 Penalty: 3943.655273
	Iteration 76Q: 3 clusters Score -1.894344e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177662 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -18943388.000000 Penalty: 3943.655273
	Iteration 77Q: 3 clusters Score -1.894339e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177955 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -18943362.000000 Penalty: 3943.655273
	Iteration 78Q: 3 clusters Score -1.894336e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178243 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -18943294.000000 Penalty: 3943.655273
	Iteration 79Q: 3 clusters Score -1.894329e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178516 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -18943234.000000 Penalty: 3943.655273
	Iteration 80F: 3 clusters Score -1.894323e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178754 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -18943186.000000 Penalty: 3943.655273
	Iteration 81Q: 3 clusters Score -1.894319e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178997 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -18943188.000000 Penalty: 3943.655273
	Iteration 82Q: 3 clusters Score -1.894319e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179253 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -18943170.000000 Penalty: 3943.655273
	Iteration 83Q: 3 clusters Score -1.894317e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179511 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -18943140.000000 Penalty: 3943.655273
	Iteration 84Q: 3 clusters Score -1.894314e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179775 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -18943228.000000 Penalty: 3943.655273
	Iteration 85Q: 3 clusters Score -1.894323e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180035 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -18943220.000000 Penalty: 3943.655273
	Iteration 86Q: 3 clusters Score -1.894322e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180286 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -18943244.000000 Penalty: 3943.655273
	Iteration 87Q: 3 clusters Score -1.894324e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180544 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -18943240.000000 Penalty: 3943.655273
	Iteration 88Q: 3 clusters Score -1.894324e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180770 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -18943230.000000 Penalty: 3943.655273
	Iteration 89Q: 3 clusters Score -1.894323e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181004 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -18943168.000000 Penalty: 3943.655273
	Iteration 90Q: 3 clusters Score -1.894317e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181211 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -18943148.000000 Penalty: 3943.655273
	Iteration 91Q: 3 clusters Score -1.894315e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181425 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -18943124.000000 Penalty: 3943.655273
	Iteration 92Q: 3 clusters Score -1.894312e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181634 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -18943114.000000 Penalty: 3943.655273
	Iteration 93Q: 3 clusters Score -1.894311e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181799 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -18943124.000000 Penalty: 3943.655273
	Iteration 94Q: 3 clusters Score -1.894312e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181960 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -18943152.000000 Penalty: 3943.655273
	Iteration 95Q: 3 clusters Score -1.894315e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182132 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -18943130.000000 Penalty: 3943.655273
	Iteration 96Q: 3 clusters Score -1.894313e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182290 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -18943128.000000 Penalty: 3943.655273
	Iteration 97Q: 3 clusters Score -1.894313e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182434 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -18943106.000000 Penalty: 3943.655273
	Iteration 98Q: 3 clusters Score -1.894311e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182583 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -18943110.000000 Penalty: 3943.655273
	Iteration 99Q: 3 clusters Score -1.894311e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182744 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -18943122.000000 Penalty: 3943.655273
	Iteration 100F: 3 clusters Score -1.894312e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182867 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -18943128.000000 Penalty: 3943.655273
	Iteration 101Q: 3 clusters Score -1.894313e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182972 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -18943132.000000 Penalty: 3943.655273
	Iteration 102Q: 3 clusters Score -1.894313e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183082 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -18943134.000000 Penalty: 3943.655273
	Iteration 103Q: 3 clusters Score -1.894313e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183195 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -18943100.000000 Penalty: 3943.655273
	Iteration 104Q: 3 clusters Score -1.89431e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183296 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -18943102.000000 Penalty: 3943.655273
	Iteration 105Q: 3 clusters Score -1.89431e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183396 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -18943102.000000 Penalty: 3943.655273
	Iteration 106Q: 3 clusters Score -1.89431e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183503 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -18943078.000000 Penalty: 3943.655273
	Iteration 107Q: 3 clusters Score -1.894308e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183593 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -18943074.000000 Penalty: 3943.655273
	Iteration 108Q: 3 clusters Score -1.894307e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183664 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -18943074.000000 Penalty: 3943.655273
	Iteration 109Q: 3 clusters Score -1.894307e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183720 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -18943054.000000 Penalty: 3943.655273
	Iteration 110Q: 3 clusters Score -1.894305e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183783 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -18943010.000000 Penalty: 3943.655273
	Iteration 111Q: 3 clusters Score -1.894301e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183846 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -18942984.000000 Penalty: 3943.655273
	Iteration 112Q: 3 clusters Score -1.894298e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183911 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -18942998.000000 Penalty: 3943.655273
	Iteration 113Q: 3 clusters Score -1.8943e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183959 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -18942978.000000 Penalty: 3943.655273
	Iteration 114Q: 3 clusters Score -1.894298e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184005 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -18942974.000000 Penalty: 3943.655273
	Iteration 115Q: 3 clusters Score -1.894297e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184042 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -18942980.000000 Penalty: 3943.655273
	Iteration 116Q: 3 clusters Score -1.894298e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184073 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -18942952.000000 Penalty: 3943.655273
	Iteration 117Q: 3 clusters Score -1.894295e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184094 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -18942956.000000 Penalty: 3943.655273
	Iteration 118Q: 3 clusters Score -1.894296e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184112 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -18942952.000000 Penalty: 3943.655273
	Iteration 119Q: 3 clusters Score -1.894295e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184136 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -18942920.000000 Penalty: 3943.655273
	Iteration 120F: 3 clusters Score -1.894292e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184162 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -18942916.000000 Penalty: 3943.655273
	Iteration 121Q: 3 clusters Score -1.894292e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184189 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -18942914.000000 Penalty: 3943.655273
	Iteration 122Q: 3 clusters Score -1.894291e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184225 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -18942936.000000 Penalty: 3943.655273
	Iteration 123Q: 3 clusters Score -1.894294e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184255 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -18942940.000000 Penalty: 3943.655273
	Iteration 124Q: 3 clusters Score -1.894294e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184275 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -18942926.000000 Penalty: 3943.655273
	Iteration 125Q: 3 clusters Score -1.894293e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184289 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -18942906.000000 Penalty: 3943.655273
	Iteration 126Q: 3 clusters Score -1.894291e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184307 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -18942936.000000 Penalty: 3943.655273
	Iteration 127Q: 3 clusters Score -1.894294e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184325 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -18942924.000000 Penalty: 3943.655273
	Iteration 128Q: 3 clusters Score -1.894292e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184337 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -18942934.000000 Penalty: 3943.655273
	Iteration 129Q: 3 clusters Score -1.894293e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184348 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -18942926.000000 Penalty: 3943.655273
	Iteration 130Q: 3 clusters Score -1.894293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184358 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -18942936.000000 Penalty: 3943.655273
	Iteration 131Q: 3 clusters Score -1.894294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184370 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -18942916.000000 Penalty: 3943.655273
	Iteration 132Q: 3 clusters Score -1.894292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184379 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -18942930.000000 Penalty: 3943.655273
	Iteration 133Q: 3 clusters Score -1.894293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184391 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -18942928.000000 Penalty: 3943.655273
	Iteration 134Q: 3 clusters Score -1.894293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184407 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -18942948.000000 Penalty: 3943.655273
	Iteration 135Q: 3 clusters Score -1.894295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184411 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -18942930.000000 Penalty: 3943.655273
	Iteration 136Q: 3 clusters Score -1.894293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184415 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -18942934.000000 Penalty: 3943.655273
	Iteration 137Q: 3 clusters Score -1.894293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184422 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -18942930.000000 Penalty: 3943.655273
	Iteration 138Q: 3 clusters Score -1.894293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184427 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -18942922.000000 Penalty: 3943.655273
	Iteration 139Q: 3 clusters Score -1.894292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184432 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -18942922.000000 Penalty: 3943.655273
	Iteration 140F: 3 clusters Score -1.894292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184442 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -18942928.000000 Penalty: 3943.655273
	Iteration 141Q: 3 clusters Score -1.894293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184448 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -18942932.000000 Penalty: 3943.655273
	Iteration 142Q: 3 clusters Score -1.894293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184456 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -18942928.000000 Penalty: 3943.655273
	Iteration 143Q: 3 clusters Score -1.894293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184460 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -18942928.000000 Penalty: 3943.655273
	Iteration 144Q: 3 clusters Score -1.894293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184461 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -18942928.000000 Penalty: 3943.655273
	Iteration 145Q: 3 clusters Score -1.894293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184468 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -18942932.000000 Penalty: 3943.655273
	Iteration 146Q: 3 clusters Score -1.894293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184475 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -18942934.000000 Penalty: 3943.655273
	Iteration 147Q: 3 clusters Score -1.894293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184479 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -18942938.000000 Penalty: 3943.655273
	Iteration 148Q: 3 clusters Score -1.894294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184482 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -18942934.000000 Penalty: 3943.655273
	Iteration 149Q: 3 clusters Score -1.894293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184482 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -18942930.000000 Penalty: 3943.655273
	Iteration 150Q: 3 clusters Score -1.894293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184482 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -18942930.000000 Penalty: 3943.655273
	Iteration 151F: 3 clusters Score -1.894293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (136157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136157 members 
Entering Unmasked Estep 
Score: -13834704.000000 Penalty: 1921.004150
	Iteration 0F: 2 clusters Score -1.38347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67857 members 
Mstep: Class 2 contains 68300 members 
Entering Unmasked Estep 
Score: -13743704.000000 Penalty: 3842.008301
	Iteration 0F: 3 clusters Score -1.37437e+07 nChanged 65447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63268 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -13782058.000000 Penalty: 3842.008301
	Iteration 1F: 3 clusters Score -1.378206e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59954 members 
Mstep: Class 2 contains 76203 members 
Entering Unmasked Estep 
Score: -13783527.000000 Penalty: 3842.008301
	Iteration 2Q: 3 clusters Score -1.378353e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54917 members 
Mstep: Class 2 contains 81240 members 
Entering Unmasked Estep 
Score: -13785940.000000 Penalty: 3842.008301
	Iteration 3Q: 3 clusters Score -1.378594e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 88573 members 
Entering Unmasked Estep 
Score: -13790283.000000 Penalty: 3842.008301
	Iteration 4F: 3 clusters Score -1.379028e+07 nChanged 10159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 98504 members 
Entering Unmasked Estep 
Score: -13797503.000000 Penalty: 3842.008301
	Iteration 5F: 3 clusters Score -1.37975e+07 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 110345 members 
Entering Unmasked Estep 
Score: -13808045.000000 Penalty: 3842.008301
	Iteration 6F: 3 clusters Score -1.380804e+07 nChanged 11650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 121985 members 
Entering Unmasked Estep 
Score: -13819365.000000 Penalty: 3842.008301
	Iteration 7F: 3 clusters Score -1.381936e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 130203 members 
Entering Unmasked Estep 
Score: -13827530.000000 Penalty: 3842.008301
	Iteration 8F: 3 clusters Score -1.382753e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 134157 members 
Entering Unmasked Estep 
Score: -13831335.000000 Penalty: 3842.008301
	Iteration 9Q: 3 clusters Score -1.383134e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 135537 members 
Entering Unmasked Estep 
Score: -13832494.000000 Penalty: 3842.008301
	Iteration 10Q: 3 clusters Score -1.383249e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 135858 members 
Entering Unmasked Estep 
Score: -13832808.000000 Penalty: 3842.008301
	Iteration 11Q: 3 clusters Score -1.383281e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 135942 members 
Entering Unmasked Estep 
Score: -13832924.000000 Penalty: 3842.008301
	Iteration 12Q: 3 clusters Score -1.383292e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 135971 members 
Entering Unmasked Estep 
Score: -13832974.000000 Penalty: 3842.008301
	Iteration 13Q: 3 clusters Score -1.383297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 135979 members 
Entering Unmasked Estep 
Score: -13832994.000000 Penalty: 3842.008301
	Iteration 14Q: 3 clusters Score -1.383299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 135984 members 
Entering Unmasked Estep 
Score: -13833001.000000 Penalty: 3842.008301
	Iteration 15Q: 3 clusters Score -1.3833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 135984 members 
Entering Unmasked Estep 
Score: -13833005.000000 Penalty: 3842.008301
	Iteration 16Q: 3 clusters Score -1.3833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 135985 members 
Entering Unmasked Estep 
Score: -13833007.000000 Penalty: 3842.008301
	Iteration 17Q: 3 clusters Score -1.383301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 135986 members 
Entering Unmasked Estep 
Score: -13833008.000000 Penalty: 3842.008301
	Iteration 18Q: 3 clusters Score -1.383301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 135987 members 
Entering Unmasked Estep 
Score: -13833021.000000 Penalty: 3842.008301
	Iteration 19Q: 3 clusters Score -1.383302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 135991 members 
Entering Unmasked Estep 
Score: -13833029.000000 Penalty: 3842.008301
	Iteration 20F: 3 clusters Score -1.383303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 135992 members 
Entering Unmasked Estep 
Score: -13833036.000000 Penalty: 3842.008301
	Iteration 21Q: 3 clusters Score -1.383304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 135995 members 
Entering Unmasked Estep 
Score: -13833038.000000 Penalty: 3842.008301
	Iteration 22Q: 3 clusters Score -1.383304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135996 members 
Entering Unmasked Estep 
Score: -13833034.000000 Penalty: 3842.008301
	Iteration 23Q: 3 clusters Score -1.383303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135996 members 
Entering Unmasked Estep 
Score: -13833034.000000 Penalty: 3842.008301
	Iteration 24F: 3 clusters Score -1.383303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Entering Unmasked Estep 
Score: -3681375.000000 Penalty: 1705.597534
	Iteration 0F: 2 clusters Score -3681375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -3657322.250000 Penalty: 3411.195068
	Iteration 0F: 3 clusters Score -3657322 nChanged 16698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -3666619.000000 Penalty: 3411.195068
	Iteration 1F: 3 clusters Score -3666619 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -3667089.750000 Penalty: 3411.195068
	Iteration 2Q: 3 clusters Score -3667090 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -3667655.250000 Penalty: 3411.195068
	Iteration 3Q: 3 clusters Score -3667655 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -3668437.750000 Penalty: 3411.195068
	Iteration 4Q: 3 clusters Score -3668438 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3669577.500000 Penalty: 3411.195068
	Iteration 5F: 3 clusters Score -3669578 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -3671374.500000 Penalty: 3411.195068
	Iteration 6F: 3 clusters Score -3671374 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -3673725.250000 Penalty: 3411.195068
	Iteration 7F: 3 clusters Score -3673725 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -3676142.500000 Penalty: 3411.195068
	Iteration 8F: 3 clusters Score -3676142 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -3678135.750000 Penalty: 3411.195068
	Iteration 9F: 3 clusters Score -3678136 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -3679196.250000 Penalty: 3411.195068
	Iteration 10Q: 3 clusters Score -3679196 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -3679583.250000 Penalty: 3411.195068
	Iteration 11Q: 3 clusters Score -3679583 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -3679743.750000 Penalty: 3411.195068
	Iteration 12Q: 3 clusters Score -3679744 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -3679806.000000 Penalty: 3411.195068
	Iteration 13Q: 3 clusters Score -3679806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -3679833.000000 Penalty: 3411.195068
	Iteration 14Q: 3 clusters Score -3679833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -3679849.750000 Penalty: 3411.195068
	Iteration 15Q: 3 clusters Score -3679850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -3679853.500000 Penalty: 3411.195068
	Iteration 16Q: 3 clusters Score -3679854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -3679855.750000 Penalty: 3411.195068
	Iteration 17Q: 3 clusters Score -3679856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -3679855.750000 Penalty: 3411.195068
	Iteration 18F: 3 clusters Score -3679856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Entering Unmasked Estep 
Score: -737091.000000 Penalty: 1444.355713
	Iteration 0F: 2 clusters Score -737091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -731703.625000 Penalty: 2888.711426
	Iteration 0F: 3 clusters Score -731703.6 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -733311.000000 Penalty: 2888.711426
	Iteration 1F: 3 clusters Score -733311 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -733504.062500 Penalty: 2888.711426
	Iteration 2F: 3 clusters Score -733504.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -733689.125000 Penalty: 2888.711426
	Iteration 3Q: 3 clusters Score -733689.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -733892.375000 Penalty: 2888.711426
	Iteration 4F: 3 clusters Score -733892.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -734130.000000 Penalty: 2888.711426
	Iteration 5F: 3 clusters Score -734130 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -734430.375000 Penalty: 2888.711426
	Iteration 6F: 3 clusters Score -734430.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -734710.250000 Penalty: 2888.711426
	Iteration 7F: 3 clusters Score -734710.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -734944.187500 Penalty: 2888.711426
	Iteration 8F: 3 clusters Score -734944.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -735140.687500 Penalty: 2888.711426
	Iteration 9Q: 3 clusters Score -735140.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -735341.812500 Penalty: 2888.711426
	Iteration 10Q: 3 clusters Score -735341.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -735531.437500 Penalty: 2888.711426
	Iteration 11Q: 3 clusters Score -735531.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -735670.875000 Penalty: 2888.711426
	Iteration 12Q: 3 clusters Score -735670.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -735813.625000 Penalty: 2888.711426
	Iteration 13Q: 3 clusters Score -735813.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -735934.562500 Penalty: 2888.711426
	Iteration 14Q: 3 clusters Score -735934.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -736003.187500 Penalty: 2888.711426
	Iteration 15Q: 3 clusters Score -736003.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -736030.375000 Penalty: 2888.711426
	Iteration 16Q: 3 clusters Score -736030.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -736040.437500 Penalty: 2888.711426
	Iteration 17Q: 3 clusters Score -736040.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -736046.687500 Penalty: 2888.711426
	Iteration 18Q: 3 clusters Score -736046.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -736051.250000 Penalty: 2888.711426
	Iteration 19Q: 3 clusters Score -736051.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -736054.437500 Penalty: 2888.711426
	Iteration 20F: 3 clusters Score -736054.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -736060.062500 Penalty: 2888.711426
	Iteration 21Q: 3 clusters Score -736060.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -736065.875000 Penalty: 2888.711426
	Iteration 22Q: 3 clusters Score -736065.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -736067.750000 Penalty: 2888.711426
	Iteration 23Q: 3 clusters Score -736067.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -736069.875000 Penalty: 2888.711426
	Iteration 24Q: 3 clusters Score -736069.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -736070.625000 Penalty: 2888.711426
	Iteration 25Q: 3 clusters Score -736070.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -736072.000000 Penalty: 2888.711426
	Iteration 26Q: 3 clusters Score -736072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -736072.375000 Penalty: 2888.711426
	Iteration 27Q: 3 clusters Score -736072.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -736072.875000 Penalty: 2888.711426
	Iteration 28Q: 3 clusters Score -736072.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -736072.875000 Penalty: 2888.711426
	Iteration 29F: 3 clusters Score -736072.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Entering Unmasked Estep 
Score: -344310.875000 Penalty: 1335.202026
	Iteration 0F: 2 clusters Score -344310.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -341224.937500 Penalty: 2670.404053
	Iteration 0F: 3 clusters Score -341224.9 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -342168.812500 Penalty: 2670.404053
	Iteration 1F: 3 clusters Score -342168.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -342465.812500 Penalty: 2670.404053
	Iteration 2F: 3 clusters Score -342465.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -342780.906250 Penalty: 2670.404053
	Iteration 3F: 3 clusters Score -342780.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -343078.843750 Penalty: 2670.404053
	Iteration 4F: 3 clusters Score -343078.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -343363.593750 Penalty: 2670.404053
	Iteration 5F: 3 clusters Score -343363.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -343587.562500 Penalty: 2670.404053
	Iteration 6F: 3 clusters Score -343587.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -343771.406250 Penalty: 2670.404053
	Iteration 7Q: 3 clusters Score -343771.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -343884.312500 Penalty: 2670.404053
	Iteration 8Q: 3 clusters Score -343884.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -343937.875000 Penalty: 2670.404053
	Iteration 9Q: 3 clusters Score -343937.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -343981.031250 Penalty: 2670.404053
	Iteration 10Q: 3 clusters Score -343981 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -344011.000000 Penalty: 2670.404053
	Iteration 11Q: 3 clusters Score -344011 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -344031.812500 Penalty: 2670.404053
	Iteration 12Q: 3 clusters Score -344031.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -344049.062500 Penalty: 2670.404053
	Iteration 13Q: 3 clusters Score -344049.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -344061.218750 Penalty: 2670.404053
	Iteration 14Q: 3 clusters Score -344061.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -344070.375000 Penalty: 2670.404053
	Iteration 15Q: 3 clusters Score -344070.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -344077.718750 Penalty: 2670.404053
	Iteration 16Q: 3 clusters Score -344077.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -344083.187500 Penalty: 2670.404053
	Iteration 17Q: 3 clusters Score -344083.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -344088.250000 Penalty: 2670.404053
	Iteration 18Q: 3 clusters Score -344088.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -344092.687500 Penalty: 2670.404053
	Iteration 19Q: 3 clusters Score -344092.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -344094.687500 Penalty: 2670.404053
	Iteration 20F: 3 clusters Score -344094.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -344096.906250 Penalty: 2670.404053
	Iteration 21Q: 3 clusters Score -344096.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -344100.500000 Penalty: 2670.404053
	Iteration 22Q: 3 clusters Score -344100.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -344101.000000 Penalty: 2670.404053
	Iteration 23Q: 3 clusters Score -344101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -344102.156250 Penalty: 2670.404053
	Iteration 24Q: 3 clusters Score -344102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -344102.625000 Penalty: 2670.404053
	Iteration 25Q: 3 clusters Score -344102.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -344102.625000 Penalty: 2670.404053
	Iteration 26F: 3 clusters Score -344102.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (154344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154344 members 
Entering Unmasked Estep 
Score: -15694997.000000 Penalty: 1941.377686
	Iteration 0F: 2 clusters Score -1.5695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 77320 members 
Entering Unmasked Estep 
Score: -15592225.000000 Penalty: 3882.755371
	Iteration 0F: 3 clusters Score -1.559222e+07 nChanged 74793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75105 members 
Mstep: Class 2 contains 79239 members 
Entering Unmasked Estep 
Score: -15636146.000000 Penalty: 3882.755371
	Iteration 1F: 3 clusters Score -1.563615e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73646 members 
Mstep: Class 2 contains 80698 members 
Entering Unmasked Estep 
Score: -15637222.000000 Penalty: 3882.755371
	Iteration 2Q: 3 clusters Score -1.563722e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71244 members 
Mstep: Class 2 contains 83100 members 
Entering Unmasked Estep 
Score: -15638810.000000 Penalty: 3882.755371
	Iteration 3Q: 3 clusters Score -1.563881e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67359 members 
Mstep: Class 2 contains 86985 members 
Entering Unmasked Estep 
Score: -15641603.000000 Penalty: 3882.755371
	Iteration 4Q: 3 clusters Score -1.56416e+07 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61522 members 
Mstep: Class 2 contains 92822 members 
Entering Unmasked Estep 
Score: -15646105.000000 Penalty: 3882.755371
	Iteration 5F: 3 clusters Score -1.56461e+07 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 100959 members 
Entering Unmasked Estep 
Score: -15653322.000000 Penalty: 3882.755371
	Iteration 6F: 3 clusters Score -1.565332e+07 nChanged 11774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 110433 members 
Entering Unmasked Estep 
Score: -15663163.000000 Penalty: 3882.755371
	Iteration 7F: 3 clusters Score -1.566316e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 119058 members 
Entering Unmasked Estep 
Score: -15673132.000000 Penalty: 3882.755371
	Iteration 8F: 3 clusters Score -1.567313e+07 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 125174 members 
Entering Unmasked Estep 
Score: -15680197.000000 Penalty: 3882.755371
	Iteration 9F: 3 clusters Score -1.56802e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 128995 members 
Entering Unmasked Estep 
Score: -15683792.000000 Penalty: 3882.755371
	Iteration 10Q: 3 clusters Score -1.568379e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 131831 members 
Entering Unmasked Estep 
Score: -15685569.000000 Penalty: 3882.755371
	Iteration 11Q: 3 clusters Score -1.568557e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 134318 members 
Entering Unmasked Estep 
Score: -15686757.000000 Penalty: 3882.755371
	Iteration 12Q: 3 clusters Score -1.568676e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 136512 members 
Entering Unmasked Estep 
Score: -15687596.000000 Penalty: 3882.755371
	Iteration 13Q: 3 clusters Score -1.56876e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 138524 members 
Entering Unmasked Estep 
Score: -15688422.000000 Penalty: 3882.755371
	Iteration 14Q: 3 clusters Score -1.568842e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 140414 members 
Entering Unmasked Estep 
Score: -15689180.000000 Penalty: 3882.755371
	Iteration 15Q: 3 clusters Score -1.568918e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 142088 members 
Entering Unmasked Estep 
Score: -15689829.000000 Penalty: 3882.755371
	Iteration 16Q: 3 clusters Score -1.568983e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 143594 members 
Entering Unmasked Estep 
Score: -15690457.000000 Penalty: 3882.755371
	Iteration 17Q: 3 clusters Score -1.569046e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 144945 members 
Entering Unmasked Estep 
Score: -15690923.000000 Penalty: 3882.755371
	Iteration 18Q: 3 clusters Score -1.569092e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 146171 members 
Entering Unmasked Estep 
Score: -15691434.000000 Penalty: 3882.755371
	Iteration 19Q: 3 clusters Score -1.569143e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 147303 members 
Entering Unmasked Estep 
Score: -15691865.000000 Penalty: 3882.755371
	Iteration 20F: 3 clusters Score -1.569186e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 148237 members 
Entering Unmasked Estep 
Score: -15692194.000000 Penalty: 3882.755371
	Iteration 21Q: 3 clusters Score -1.569219e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 149017 members 
Entering Unmasked Estep 
Score: -15692435.000000 Penalty: 3882.755371
	Iteration 22Q: 3 clusters Score -1.569244e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 149663 members 
Entering Unmasked Estep 
Score: -15692623.000000 Penalty: 3882.755371
	Iteration 23Q: 3 clusters Score -1.569262e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 150235 members 
Entering Unmasked Estep 
Score: -15692844.000000 Penalty: 3882.755371
	Iteration 24Q: 3 clusters Score -1.569284e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 150715 members 
Entering Unmasked Estep 
Score: -15693002.000000 Penalty: 3882.755371
	Iteration 25Q: 3 clusters Score -1.5693e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 151098 members 
Entering Unmasked Estep 
Score: -15693138.000000 Penalty: 3882.755371
	Iteration 26Q: 3 clusters Score -1.569314e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 151410 members 
Entering Unmasked Estep 
Score: -15693205.000000 Penalty: 3882.755371
	Iteration 27Q: 3 clusters Score -1.56932e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 151680 members 
Entering Unmasked Estep 
Score: -15693291.000000 Penalty: 3882.755371
	Iteration 28Q: 3 clusters Score -1.569329e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 151899 members 
Entering Unmasked Estep 
Score: -15693344.000000 Penalty: 3882.755371
	Iteration 29Q: 3 clusters Score -1.569334e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 152077 members 
Entering Unmasked Estep 
Score: -15693354.000000 Penalty: 3882.755371
	Iteration 30Q: 3 clusters Score -1.569335e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 152207 members 
Entering Unmasked Estep 
Score: -15693362.000000 Penalty: 3882.755371
	Iteration 31Q: 3 clusters Score -1.569336e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 152312 members 
Entering Unmasked Estep 
Score: -15693379.000000 Penalty: 3882.755371
	Iteration 32Q: 3 clusters Score -1.569338e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 152421 members 
Entering Unmasked Estep 
Score: -15693410.000000 Penalty: 3882.755371
	Iteration 33Q: 3 clusters Score -1.569341e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 152505 members 
Entering Unmasked Estep 
Score: -15693426.000000 Penalty: 3882.755371
	Iteration 34Q: 3 clusters Score -1.569343e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 152579 members 
Entering Unmasked Estep 
Score: -15693433.000000 Penalty: 3882.755371
	Iteration 35Q: 3 clusters Score -1.569343e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 152643 members 
Entering Unmasked Estep 
Score: -15693460.000000 Penalty: 3882.755371
	Iteration 36Q: 3 clusters Score -1.569346e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 152699 members 
Entering Unmasked Estep 
Score: -15693497.000000 Penalty: 3882.755371
	Iteration 37Q: 3 clusters Score -1.56935e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 152738 members 
Entering Unmasked Estep 
Score: -15693513.000000 Penalty: 3882.755371
	Iteration 38Q: 3 clusters Score -1.569351e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 152765 members 
Entering Unmasked Estep 
Score: -15693512.000000 Penalty: 3882.755371
	Iteration 39Q: 3 clusters Score -1.569351e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 152786 members 
Entering Unmasked Estep 
Score: -15693507.000000 Penalty: 3882.755371
	Iteration 40F: 3 clusters Score -1.569351e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 152819 members 
Entering Unmasked Estep 
Score: -15693531.000000 Penalty: 3882.755371
	Iteration 41Q: 3 clusters Score -1.569353e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 152846 members 
Entering Unmasked Estep 
Score: -15693548.000000 Penalty: 3882.755371
	Iteration 42Q: 3 clusters Score -1.569355e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 152871 members 
Entering Unmasked Estep 
Score: -15693540.000000 Penalty: 3882.755371
	Iteration 43Q: 3 clusters Score -1.569354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 152884 members 
Entering Unmasked Estep 
Score: -15693534.000000 Penalty: 3882.755371
	Iteration 44Q: 3 clusters Score -1.569353e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 152898 members 
Entering Unmasked Estep 
Score: -15693553.000000 Penalty: 3882.755371
	Iteration 45Q: 3 clusters Score -1.569355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 152908 members 
Entering Unmasked Estep 
Score: -15693528.000000 Penalty: 3882.755371
	Iteration 46Q: 3 clusters Score -1.569353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 152915 members 
Entering Unmasked Estep 
Score: -15693531.000000 Penalty: 3882.755371
	Iteration 47Q: 3 clusters Score -1.569353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 152920 members 
Entering Unmasked Estep 
Score: -15693529.000000 Penalty: 3882.755371
	Iteration 48Q: 3 clusters Score -1.569353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 152921 members 
Entering Unmasked Estep 
Score: -15693529.000000 Penalty: 3882.755371
	Iteration 49Q: 3 clusters Score -1.569353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 152922 members 
Entering Unmasked Estep 
Score: -15693531.000000 Penalty: 3882.755371
	Iteration 50Q: 3 clusters Score -1.569353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 152923 members 
Entering Unmasked Estep 
Score: -15693533.000000 Penalty: 3882.755371
	Iteration 51Q: 3 clusters Score -1.569353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 152925 members 
Entering Unmasked Estep 
Score: -15693529.000000 Penalty: 3882.755371
	Iteration 52Q: 3 clusters Score -1.569353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 152927 members 
Entering Unmasked Estep 
Score: -15693526.000000 Penalty: 3882.755371
	Iteration 53Q: 3 clusters Score -1.569353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 152928 members 
Entering Unmasked Estep 
Score: -15693529.000000 Penalty: 3882.755371
	Iteration 54Q: 3 clusters Score -1.569353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 152928 members 
Entering Unmasked Estep 
Score: -15693529.000000 Penalty: 3882.755371
	Iteration 55F: 3 clusters Score -1.569353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Entering Unmasked Estep 
Score: -305171.781250 Penalty: 1299.456299
	Iteration 0F: 2 clusters Score -305171.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -302465.687500 Penalty: 2598.912598
	Iteration 0F: 3 clusters Score -302465.7 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -303141.375000 Penalty: 2598.912598
	Iteration 1F: 3 clusters Score -303141.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -303261.843750 Penalty: 2598.912598
	Iteration 2F: 3 clusters Score -303261.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -303317.156250 Penalty: 2598.912598
	Iteration 3Q: 3 clusters Score -303317.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -303360.937500 Penalty: 2598.912598
	Iteration 4Q: 3 clusters Score -303360.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -303388.687500 Penalty: 2598.912598
	Iteration 5Q: 3 clusters Score -303388.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -303406.375000 Penalty: 2598.912598
	Iteration 6Q: 3 clusters Score -303406.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -303422.625000 Penalty: 2598.912598
	Iteration 7Q: 3 clusters Score -303422.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -303437.281250 Penalty: 2598.912598
	Iteration 8Q: 3 clusters Score -303437.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -303452.218750 Penalty: 2598.912598
	Iteration 9Q: 3 clusters Score -303452.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -303463.750000 Penalty: 2598.912598
	Iteration 10Q: 3 clusters Score -303463.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -303471.218750 Penalty: 2598.912598
	Iteration 11Q: 3 clusters Score -303471.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -303477.250000 Penalty: 2598.912598
	Iteration 12Q: 3 clusters Score -303477.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -303483.375000 Penalty: 2598.912598
	Iteration 13Q: 3 clusters Score -303483.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -303491.656250 Penalty: 2598.912598
	Iteration 14Q: 3 clusters Score -303491.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -303498.031250 Penalty: 2598.912598
	Iteration 15Q: 3 clusters Score -303498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -303509.437500 Penalty: 2598.912598
	Iteration 16Q: 3 clusters Score -303509.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -303527.593750 Penalty: 2598.912598
	Iteration 17Q: 3 clusters Score -303527.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -303550.125000 Penalty: 2598.912598
	Iteration 18Q: 3 clusters Score -303550.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -303581.875000 Penalty: 2598.912598
	Iteration 19Q: 3 clusters Score -303581.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -303631.125000 Penalty: 2598.912598
	Iteration 20F: 3 clusters Score -303631.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -303700.375000 Penalty: 2598.912598
	Iteration 21Q: 3 clusters Score -303700.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -303793.156250 Penalty: 2598.912598
	Iteration 22Q: 3 clusters Score -303793.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -303895.406250 Penalty: 2598.912598
	Iteration 23Q: 3 clusters Score -303895.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -304030.375000 Penalty: 2598.912598
	Iteration 24Q: 3 clusters Score -304030.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -304155.281250 Penalty: 2598.912598
	Iteration 25Q: 3 clusters Score -304155.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -304250.687500 Penalty: 2598.912598
	Iteration 26Q: 3 clusters Score -304250.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -304314.968750 Penalty: 2598.912598
	Iteration 27Q: 3 clusters Score -304315 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -304369.375000 Penalty: 2598.912598
	Iteration 28Q: 3 clusters Score -304369.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -304405.562500 Penalty: 2598.912598
	Iteration 29Q: 3 clusters Score -304405.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -304438.093750 Penalty: 2598.912598
	Iteration 30Q: 3 clusters Score -304438.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -304458.875000 Penalty: 2598.912598
	Iteration 31Q: 3 clusters Score -304458.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -304485.375000 Penalty: 2598.912598
	Iteration 32Q: 3 clusters Score -304485.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -304505.531250 Penalty: 2598.912598
	Iteration 33Q: 3 clusters Score -304505.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -304518.687500 Penalty: 2598.912598
	Iteration 34Q: 3 clusters Score -304518.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -304524.625000 Penalty: 2598.912598
	Iteration 35Q: 3 clusters Score -304524.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -304529.000000 Penalty: 2598.912598
	Iteration 36Q: 3 clusters Score -304529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -304532.750000 Penalty: 2598.912598
	Iteration 37Q: 3 clusters Score -304532.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -304535.593750 Penalty: 2598.912598
	Iteration 38Q: 3 clusters Score -304535.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -304539.187500 Penalty: 2598.912598
	Iteration 39Q: 3 clusters Score -304539.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -304541.781250 Penalty: 2598.912598
	Iteration 40F: 3 clusters Score -304541.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -304543.968750 Penalty: 2598.912598
	Iteration 41Q: 3 clusters Score -304544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -304546.187500 Penalty: 2598.912598
	Iteration 42Q: 3 clusters Score -304546.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -304546.031250 Penalty: 2598.912598
	Iteration 43Q: 3 clusters Score -304546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -304546.031250 Penalty: 2598.912598
	Iteration 44F: 3 clusters Score -304546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (164419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164419 members 
Entering Unmasked Estep 
Score: -16562831.000000 Penalty: 1951.653198
	Iteration 0F: 2 clusters Score -1.656283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82104 members 
Mstep: Class 2 contains 82315 members 
Entering Unmasked Estep 
Score: -16456335.000000 Penalty: 3903.306396
	Iteration 0F: 3 clusters Score -1.645634e+07 nChanged 79278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 85347 members 
Entering Unmasked Estep 
Score: -16502787.000000 Penalty: 3903.306396
	Iteration 1F: 3 clusters Score -1.650279e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76809 members 
Mstep: Class 2 contains 87610 members 
Entering Unmasked Estep 
Score: -16503653.000000 Penalty: 3903.306396
	Iteration 2Q: 3 clusters Score -1.650365e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73434 members 
Mstep: Class 2 contains 90985 members 
Entering Unmasked Estep 
Score: -16504906.000000 Penalty: 3903.306396
	Iteration 3Q: 3 clusters Score -1.650491e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68299 members 
Mstep: Class 2 contains 96120 members 
Entering Unmasked Estep 
Score: -16507081.000000 Penalty: 3903.306396
	Iteration 4Q: 3 clusters Score -1.650708e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60932 members 
Mstep: Class 2 contains 103487 members 
Entering Unmasked Estep 
Score: -16510763.000000 Penalty: 3903.306396
	Iteration 5F: 3 clusters Score -1.651076e+07 nChanged 10702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 113495 members 
Entering Unmasked Estep 
Score: -16517063.000000 Penalty: 3903.306396
	Iteration 6F: 3 clusters Score -1.651706e+07 nChanged 12456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 125505 members 
Entering Unmasked Estep 
Score: -16526389.000000 Penalty: 3903.306396
	Iteration 7F: 3 clusters Score -1.652639e+07 nChanged 12776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 137921 members 
Entering Unmasked Estep 
Score: -16537824.000000 Penalty: 3903.306396
	Iteration 8F: 3 clusters Score -1.653782e+07 nChanged 10296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 147957 members 
Entering Unmasked Estep 
Score: -16548888.000000 Penalty: 3903.306396
	Iteration 9F: 3 clusters Score -1.654889e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 155036 members 
Entering Unmasked Estep 
Score: -16556164.000000 Penalty: 3903.306396
	Iteration 10Q: 3 clusters Score -1.655616e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 159794 members 
Entering Unmasked Estep 
Score: -16559598.000000 Penalty: 3903.306396
	Iteration 11Q: 3 clusters Score -1.65596e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 162355 members 
Entering Unmasked Estep 
Score: -16560642.000000 Penalty: 3903.306396
	Iteration 12Q: 3 clusters Score -1.656064e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 163472 members 
Entering Unmasked Estep 
Score: -16560983.000000 Penalty: 3903.306396
	Iteration 13Q: 3 clusters Score -1.656098e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 163904 members 
Entering Unmasked Estep 
Score: -16561075.000000 Penalty: 3903.306396
	Iteration 14Q: 3 clusters Score -1.656108e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 164087 members 
Entering Unmasked Estep 
Score: -16561138.000000 Penalty: 3903.306396
	Iteration 15Q: 3 clusters Score -1.656114e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 164142 members 
Entering Unmasked Estep 
Score: -16561186.000000 Penalty: 3903.306396
	Iteration 16Q: 3 clusters Score -1.656119e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 164175 members 
Entering Unmasked Estep 
Score: -16561196.000000 Penalty: 3903.306396
	Iteration 17Q: 3 clusters Score -1.65612e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 164186 members 
Entering Unmasked Estep 
Score: -16561210.000000 Penalty: 3903.306396
	Iteration 18Q: 3 clusters Score -1.656121e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 164199 members 
Entering Unmasked Estep 
Score: -16561208.000000 Penalty: 3903.306396
	Iteration 19Q: 3 clusters Score -1.656121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 164207 members 
Entering Unmasked Estep 
Score: -16561212.000000 Penalty: 3903.306396
	Iteration 20F: 3 clusters Score -1.656121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 164217 members 
Entering Unmasked Estep 
Score: -16561231.000000 Penalty: 3903.306396
	Iteration 21Q: 3 clusters Score -1.656123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 164221 members 
Entering Unmasked Estep 
Score: -16561240.000000 Penalty: 3903.306396
	Iteration 22Q: 3 clusters Score -1.656124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 164223 members 
Entering Unmasked Estep 
Score: -16561247.000000 Penalty: 3903.306396
	Iteration 23Q: 3 clusters Score -1.656125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 164223 members 
Entering Unmasked Estep 
Score: -16561245.000000 Penalty: 3903.306396
	Iteration 24Q: 3 clusters Score -1.656124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 164224 members 
Entering Unmasked Estep 
Score: -16561250.000000 Penalty: 3903.306396
	Iteration 25Q: 3 clusters Score -1.656125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 164220 members 
Entering Unmasked Estep 
Score: -16561263.000000 Penalty: 3903.306396
	Iteration 26Q: 3 clusters Score -1.656126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 164219 members 
Entering Unmasked Estep 
Score: -16561262.000000 Penalty: 3903.306396
	Iteration 27Q: 3 clusters Score -1.656126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 164219 members 
Entering Unmasked Estep 
Score: -16561262.000000 Penalty: 3903.306396
	Iteration 28F: 3 clusters Score -1.656126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (198149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198149 members 
Entering Unmasked Estep 
Score: -20264990.000000 Penalty: 1981.975830
	Iteration 0F: 2 clusters Score -2.026499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99039 members 
Mstep: Class 2 contains 99110 members 
Entering Unmasked Estep 
Score: -20148242.000000 Penalty: 3963.951660
	Iteration 0F: 3 clusters Score -2.014824e+07 nChanged 95727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97204 members 
Mstep: Class 2 contains 100945 members 
Entering Unmasked Estep 
Score: -20204526.000000 Penalty: 3963.951660
	Iteration 1F: 3 clusters Score -2.020453e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95444 members 
Mstep: Class 2 contains 102705 members 
Entering Unmasked Estep 
Score: -20205978.000000 Penalty: 3963.951660
	Iteration 2Q: 3 clusters Score -2.020598e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92571 members 
Mstep: Class 2 contains 105578 members 
Entering Unmasked Estep 
Score: -20207800.000000 Penalty: 3963.951660
	Iteration 3Q: 3 clusters Score -2.02078e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88033 members 
Mstep: Class 2 contains 110116 members 
Entering Unmasked Estep 
Score: -20210586.000000 Penalty: 3963.951660
	Iteration 4Q: 3 clusters Score -2.021059e+07 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81183 members 
Mstep: Class 2 contains 116966 members 
Entering Unmasked Estep 
Score: -20215660.000000 Penalty: 3963.951660
	Iteration 5F: 3 clusters Score -2.021566e+07 nChanged 13567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71942 members 
Mstep: Class 2 contains 126207 members 
Entering Unmasked Estep 
Score: -20223204.000000 Penalty: 3963.951660
	Iteration 6F: 3 clusters Score -2.02232e+07 nChanged 14694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61410 members 
Mstep: Class 2 contains 136739 members 
Entering Unmasked Estep 
Score: -20232426.000000 Penalty: 3963.951660
	Iteration 7F: 3 clusters Score -2.023243e+07 nChanged 13983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 146942 members 
Entering Unmasked Estep 
Score: -20242742.000000 Penalty: 3963.951660
	Iteration 8F: 3 clusters Score -2.024274e+07 nChanged 11532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 156588 members 
Entering Unmasked Estep 
Score: -20250986.000000 Penalty: 3963.951660
	Iteration 9F: 3 clusters Score -2.025099e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 166017 members 
Entering Unmasked Estep 
Score: -20256432.000000 Penalty: 3963.951660
	Iteration 10F: 3 clusters Score -2.025643e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 174528 members 
Entering Unmasked Estep 
Score: -20258554.000000 Penalty: 3963.951660
	Iteration 11Q: 3 clusters Score -2.025855e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 181987 members 
Entering Unmasked Estep 
Score: -20259916.000000 Penalty: 3963.951660
	Iteration 12Q: 3 clusters Score -2.025992e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 187965 members 
Entering Unmasked Estep 
Score: -20261076.000000 Penalty: 3963.951660
	Iteration 13Q: 3 clusters Score -2.026108e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 192249 members 
Entering Unmasked Estep 
Score: -20261962.000000 Penalty: 3963.951660
	Iteration 14Q: 3 clusters Score -2.026196e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 195074 members 
Entering Unmasked Estep 
Score: -20262608.000000 Penalty: 3963.951660
	Iteration 15Q: 3 clusters Score -2.026261e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 196669 members 
Entering Unmasked Estep 
Score: -20262886.000000 Penalty: 3963.951660
	Iteration 16Q: 3 clusters Score -2.026289e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 197379 members 
Entering Unmasked Estep 
Score: -20263050.000000 Penalty: 3963.951660
	Iteration 17Q: 3 clusters Score -2.026305e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 197677 members 
Entering Unmasked Estep 
Score: -20263234.000000 Penalty: 3963.951660
	Iteration 18Q: 3 clusters Score -2.026323e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 197789 members 
Entering Unmasked Estep 
Score: -20263308.000000 Penalty: 3963.951660
	Iteration 19Q: 3 clusters Score -2.026331e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 197836 members 
Entering Unmasked Estep 
Score: -20263344.000000 Penalty: 3963.951660
	Iteration 20F: 3 clusters Score -2.026334e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 197863 members 
Entering Unmasked Estep 
Score: -20263378.000000 Penalty: 3963.951660
	Iteration 21Q: 3 clusters Score -2.026338e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 197882 members 
Entering Unmasked Estep 
Score: -20263392.000000 Penalty: 3963.951660
	Iteration 22Q: 3 clusters Score -2.026339e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 197884 members 
Entering Unmasked Estep 
Score: -20263414.000000 Penalty: 3963.951660
	Iteration 23Q: 3 clusters Score -2.026341e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 197891 members 
Entering Unmasked Estep 
Score: -20263418.000000 Penalty: 3963.951660
	Iteration 24Q: 3 clusters Score -2.026342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 197898 members 
Entering Unmasked Estep 
Score: -20263422.000000 Penalty: 3963.951660
	Iteration 25Q: 3 clusters Score -2.026342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 197900 members 
Entering Unmasked Estep 
Score: -20263422.000000 Penalty: 3963.951660
	Iteration 26Q: 3 clusters Score -2.026342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 197903 members 
Entering Unmasked Estep 
Score: -20263434.000000 Penalty: 3963.951660
	Iteration 27Q: 3 clusters Score -2.026343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 197903 members 
Entering Unmasked Estep 
Score: -20263434.000000 Penalty: 3963.951660
	Iteration 28Q: 3 clusters Score -2.026343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 197902 members 
Entering Unmasked Estep 
Score: -20263430.000000 Penalty: 3963.951660
	Iteration 29Q: 3 clusters Score -2.026343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 197903 members 
Entering Unmasked Estep 
Score: -20263434.000000 Penalty: 3963.951660
	Iteration 30Q: 3 clusters Score -2.026343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 197903 members 
Entering Unmasked Estep 
Score: -20263434.000000 Penalty: 3963.951660
	Iteration 31F: 3 clusters Score -2.026343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67507 members 
Entering Unmasked Estep 
Score: -6852719.000000 Penalty: 1806.997803
	Iteration 0F: 2 clusters Score -6852719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -6807769.500000 Penalty: 3613.995605
	Iteration 0F: 3 clusters Score -6807770 nChanged 31921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -6825720.000000 Penalty: 3613.995605
	Iteration 1F: 3 clusters Score -6825720 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -6826217.000000 Penalty: 3613.995605
	Iteration 2Q: 3 clusters Score -6826217 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -6826833.500000 Penalty: 3613.995605
	Iteration 3Q: 3 clusters Score -6826834 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -6827558.500000 Penalty: 3613.995605
	Iteration 4Q: 3 clusters Score -6827558 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -6828539.500000 Penalty: 3613.995605
	Iteration 5Q: 3 clusters Score -6828540 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -6829936.000000 Penalty: 3613.995605
	Iteration 6Q: 3 clusters Score -6829936 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -6831897.500000 Penalty: 3613.995605
	Iteration 7F: 3 clusters Score -6831898 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -6834841.000000 Penalty: 3613.995605
	Iteration 8F: 3 clusters Score -6834841 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -6838410.000000 Penalty: 3613.995605
	Iteration 9F: 3 clusters Score -6838410 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -6841204.000000 Penalty: 3613.995605
	Iteration 10F: 3 clusters Score -6841204 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -6842644.500000 Penalty: 3613.995605
	Iteration 11Q: 3 clusters Score -6842644 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -6843197.000000 Penalty: 3613.995605
	Iteration 12Q: 3 clusters Score -6843197 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -6843507.000000 Penalty: 3613.995605
	Iteration 13Q: 3 clusters Score -6843507 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -6843794.000000 Penalty: 3613.995605
	Iteration 14Q: 3 clusters Score -6843794 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -6844069.500000 Penalty: 3613.995605
	Iteration 15Q: 3 clusters Score -6844070 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -6844301.500000 Penalty: 3613.995605
	Iteration 16Q: 3 clusters Score -6844302 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -6844528.500000 Penalty: 3613.995605
	Iteration 17Q: 3 clusters Score -6844528 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -6844776.000000 Penalty: 3613.995605
	Iteration 18Q: 3 clusters Score -6844776 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -6845021.500000 Penalty: 3613.995605
	Iteration 19Q: 3 clusters Score -6845022 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -6845223.000000 Penalty: 3613.995605
	Iteration 20F: 3 clusters Score -6845223 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -6845473.000000 Penalty: 3613.995605
	Iteration 21Q: 3 clusters Score -6845473 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -6845676.000000 Penalty: 3613.995605
	Iteration 22Q: 3 clusters Score -6845676 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -6845848.000000 Penalty: 3613.995605
	Iteration 23Q: 3 clusters Score -6845848 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -6846072.500000 Penalty: 3613.995605
	Iteration 24Q: 3 clusters Score -6846072 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -6846217.000000 Penalty: 3613.995605
	Iteration 25Q: 3 clusters Score -6846217 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -6846397.000000 Penalty: 3613.995605
	Iteration 26Q: 3 clusters Score -6846397 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -6846561.000000 Penalty: 3613.995605
	Iteration 27Q: 3 clusters Score -6846561 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -6846695.000000 Penalty: 3613.995605
	Iteration 28Q: 3 clusters Score -6846695 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -6846859.000000 Penalty: 3613.995605
	Iteration 29Q: 3 clusters Score -6846859 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -6847037.500000 Penalty: 3613.995605
	Iteration 30Q: 3 clusters Score -6847038 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -6847220.000000 Penalty: 3613.995605
	Iteration 31Q: 3 clusters Score -6847220 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -6847396.000000 Penalty: 3613.995605
	Iteration 32Q: 3 clusters Score -6847396 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53310 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -6847563.000000 Penalty: 3613.995605
	Iteration 33Q: 3 clusters Score -6847563 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54000 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -6847704.500000 Penalty: 3613.995605
	Iteration 34Q: 3 clusters Score -6847704 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -6847843.500000 Penalty: 3613.995605
	Iteration 35Q: 3 clusters Score -6847844 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55388 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -6848036.000000 Penalty: 3613.995605
	Iteration 36Q: 3 clusters Score -6848036 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56080 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -6848233.000000 Penalty: 3613.995605
	Iteration 37Q: 3 clusters Score -6848233 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -6848410.000000 Penalty: 3613.995605
	Iteration 38Q: 3 clusters Score -6848410 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57409 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -6848612.000000 Penalty: 3613.995605
	Iteration 39Q: 3 clusters Score -6848612 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -6848749.500000 Penalty: 3613.995605
	Iteration 40F: 3 clusters Score -6848750 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58682 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -6848964.500000 Penalty: 3613.995605
	Iteration 41Q: 3 clusters Score -6848964 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -6849168.500000 Penalty: 3613.995605
	Iteration 42Q: 3 clusters Score -6849168 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59881 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -6849325.000000 Penalty: 3613.995605
	Iteration 43Q: 3 clusters Score -6849325 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60437 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -6849506.000000 Penalty: 3613.995605
	Iteration 44Q: 3 clusters Score -6849506 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60982 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -6849658.500000 Penalty: 3613.995605
	Iteration 45Q: 3 clusters Score -6849658 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -6849816.500000 Penalty: 3613.995605
	Iteration 46Q: 3 clusters Score -6849816 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -6849991.000000 Penalty: 3613.995605
	Iteration 47Q: 3 clusters Score -6849991 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -6850174.500000 Penalty: 3613.995605
	Iteration 48Q: 3 clusters Score -6850174 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62966 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -6850362.500000 Penalty: 3613.995605
	Iteration 49Q: 3 clusters Score -6850362 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63389 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -6850458.000000 Penalty: 3613.995605
	Iteration 50Q: 3 clusters Score -6850458 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -6850573.500000 Penalty: 3613.995605
	Iteration 51Q: 3 clusters Score -6850574 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -6850670.500000 Penalty: 3613.995605
	Iteration 52Q: 3 clusters Score -6850670 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64382 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -6850772.000000 Penalty: 3613.995605
	Iteration 53Q: 3 clusters Score -6850772 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -6850851.000000 Penalty: 3613.995605
	Iteration 54Q: 3 clusters Score -6850851 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64850 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -6850939.000000 Penalty: 3613.995605
	Iteration 55Q: 3 clusters Score -6850939 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65036 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -6850965.000000 Penalty: 3613.995605
	Iteration 56Q: 3 clusters Score -6850965 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -6851021.000000 Penalty: 3613.995605
	Iteration 57Q: 3 clusters Score -6851021 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65353 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -6851075.000000 Penalty: 3613.995605
	Iteration 58Q: 3 clusters Score -6851075 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -6851093.500000 Penalty: 3613.995605
	Iteration 59Q: 3 clusters Score -6851094 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65640 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -6851169.500000 Penalty: 3613.995605
	Iteration 60F: 3 clusters Score -6851170 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65762 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6851237.500000 Penalty: 3613.995605
	Iteration 61Q: 3 clusters Score -6851238 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65855 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6851273.500000 Penalty: 3613.995605
	Iteration 62Q: 3 clusters Score -6851274 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6851295.500000 Penalty: 3613.995605
	Iteration 63Q: 3 clusters Score -6851296 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65974 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6851296.500000 Penalty: 3613.995605
	Iteration 64Q: 3 clusters Score -6851296 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6851334.500000 Penalty: 3613.995605
	Iteration 65Q: 3 clusters Score -6851334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66067 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6851340.500000 Penalty: 3613.995605
	Iteration 66Q: 3 clusters Score -6851340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6851349.000000 Penalty: 3613.995605
	Iteration 67Q: 3 clusters Score -6851349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6851348.000000 Penalty: 3613.995605
	Iteration 68Q: 3 clusters Score -6851348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6851343.000000 Penalty: 3613.995605
	Iteration 69Q: 3 clusters Score -6851343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6851353.000000 Penalty: 3613.995605
	Iteration 70Q: 3 clusters Score -6851353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -6851366.000000 Penalty: 3613.995605
	Iteration 71Q: 3 clusters Score -6851366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66210 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6851365.000000 Penalty: 3613.995605
	Iteration 72Q: 3 clusters Score -6851365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66230 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6851362.000000 Penalty: 3613.995605
	Iteration 73Q: 3 clusters Score -6851362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66249 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6851374.500000 Penalty: 3613.995605
	Iteration 74Q: 3 clusters Score -6851374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66271 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6851385.000000 Penalty: 3613.995605
	Iteration 75Q: 3 clusters Score -6851385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66290 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6851392.500000 Penalty: 3613.995605
	Iteration 76Q: 3 clusters Score -6851392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66303 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6851390.000000 Penalty: 3613.995605
	Iteration 77Q: 3 clusters Score -6851390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66315 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6851387.500000 Penalty: 3613.995605
	Iteration 78Q: 3 clusters Score -6851388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66328 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6851388.000000 Penalty: 3613.995605
	Iteration 79Q: 3 clusters Score -6851388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6851396.500000 Penalty: 3613.995605
	Iteration 80F: 3 clusters Score -6851396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6851397.000000 Penalty: 3613.995605
	Iteration 81Q: 3 clusters Score -6851397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6851403.000000 Penalty: 3613.995605
	Iteration 82Q: 3 clusters Score -6851403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66350 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6851402.500000 Penalty: 3613.995605
	Iteration 83Q: 3 clusters Score -6851402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66359 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6851399.000000 Penalty: 3613.995605
	Iteration 84Q: 3 clusters Score -6851399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66370 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6851399.500000 Penalty: 3613.995605
	Iteration 85Q: 3 clusters Score -6851400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6851407.000000 Penalty: 3613.995605
	Iteration 86Q: 3 clusters Score -6851407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6851413.500000 Penalty: 3613.995605
	Iteration 87Q: 3 clusters Score -6851414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66402 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6851408.500000 Penalty: 3613.995605
	Iteration 88Q: 3 clusters Score -6851408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66410 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6851406.000000 Penalty: 3613.995605
	Iteration 89Q: 3 clusters Score -6851406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66417 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6851416.000000 Penalty: 3613.995605
	Iteration 90Q: 3 clusters Score -6851416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66427 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6851417.000000 Penalty: 3613.995605
	Iteration 91Q: 3 clusters Score -6851417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66431 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6851417.500000 Penalty: 3613.995605
	Iteration 92Q: 3 clusters Score -6851418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6851416.500000 Penalty: 3613.995605
	Iteration 93Q: 3 clusters Score -6851416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66443 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6851427.500000 Penalty: 3613.995605
	Iteration 94Q: 3 clusters Score -6851428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66449 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6851427.000000 Penalty: 3613.995605
	Iteration 95Q: 3 clusters Score -6851427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66458 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6851418.500000 Penalty: 3613.995605
	Iteration 96Q: 3 clusters Score -6851418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66463 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6851430.000000 Penalty: 3613.995605
	Iteration 97Q: 3 clusters Score -6851430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66471 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6851432.500000 Penalty: 3613.995605
	Iteration 98Q: 3 clusters Score -6851432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66480 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6851434.500000 Penalty: 3613.995605
	Iteration 99Q: 3 clusters Score -6851434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66487 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6851435.000000 Penalty: 3613.995605
	Iteration 100F: 3 clusters Score -6851435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66494 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6851435.000000 Penalty: 3613.995605
	Iteration 101Q: 3 clusters Score -6851435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66500 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6851441.000000 Penalty: 3613.995605
	Iteration 102Q: 3 clusters Score -6851441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66504 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6851441.500000 Penalty: 3613.995605
	Iteration 103Q: 3 clusters Score -6851442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66509 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6851434.000000 Penalty: 3613.995605
	Iteration 104Q: 3 clusters Score -6851434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66512 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6851438.500000 Penalty: 3613.995605
	Iteration 105Q: 3 clusters Score -6851438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66518 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6851434.000000 Penalty: 3613.995605
	Iteration 106Q: 3 clusters Score -6851434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66524 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6851431.500000 Penalty: 3613.995605
	Iteration 107Q: 3 clusters Score -6851432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66531 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6851435.500000 Penalty: 3613.995605
	Iteration 108Q: 3 clusters Score -6851436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6851437.000000 Penalty: 3613.995605
	Iteration 109Q: 3 clusters Score -6851437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66543 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6851443.500000 Penalty: 3613.995605
	Iteration 110Q: 3 clusters Score -6851444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6851447.000000 Penalty: 3613.995605
	Iteration 111Q: 3 clusters Score -6851447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66546 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6851447.000000 Penalty: 3613.995605
	Iteration 112Q: 3 clusters Score -6851447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66547 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6851447.500000 Penalty: 3613.995605
	Iteration 113Q: 3 clusters Score -6851448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66548 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6851449.000000 Penalty: 3613.995605
	Iteration 114Q: 3 clusters Score -6851449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66548 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6851449.000000 Penalty: 3613.995605
	Iteration 115F: 3 clusters Score -6851449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Entering Unmasked Estep 
Score: -928117.687500 Penalty: 1479.161499
	Iteration 0F: 2 clusters Score -928117.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -921654.687500 Penalty: 2958.322998
	Iteration 0F: 3 clusters Score -921654.7 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -923631.875000 Penalty: 2958.322998
	Iteration 1F: 3 clusters Score -923631.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -923837.312500 Penalty: 2958.322998
	Iteration 2F: 3 clusters Score -923837.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -924028.750000 Penalty: 2958.322998
	Iteration 3Q: 3 clusters Score -924028.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -924202.375000 Penalty: 2958.322998
	Iteration 4Q: 3 clusters Score -924202.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -924416.250000 Penalty: 2958.322998
	Iteration 5Q: 3 clusters Score -924416.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -924686.187500 Penalty: 2958.322998
	Iteration 6F: 3 clusters Score -924686.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -925015.937500 Penalty: 2958.322998
	Iteration 7F: 3 clusters Score -925015.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -925419.687500 Penalty: 2958.322998
	Iteration 8F: 3 clusters Score -925419.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -925789.812500 Penalty: 2958.322998
	Iteration 9F: 3 clusters Score -925789.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -926105.437500 Penalty: 2958.322998
	Iteration 10Q: 3 clusters Score -926105.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -926366.250000 Penalty: 2958.322998
	Iteration 11Q: 3 clusters Score -926366.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -926566.312500 Penalty: 2958.322998
	Iteration 12Q: 3 clusters Score -926566.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -926702.625000 Penalty: 2958.322998
	Iteration 13Q: 3 clusters Score -926702.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -926780.687500 Penalty: 2958.322998
	Iteration 14Q: 3 clusters Score -926780.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -926827.812500 Penalty: 2958.322998
	Iteration 15Q: 3 clusters Score -926827.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -926868.875000 Penalty: 2958.322998
	Iteration 16Q: 3 clusters Score -926868.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -926898.875000 Penalty: 2958.322998
	Iteration 17Q: 3 clusters Score -926898.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -926929.187500 Penalty: 2958.322998
	Iteration 18Q: 3 clusters Score -926929.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -926950.375000 Penalty: 2958.322998
	Iteration 19Q: 3 clusters Score -926950.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -926973.437500 Penalty: 2958.322998
	Iteration 20F: 3 clusters Score -926973.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -926985.562500 Penalty: 2958.322998
	Iteration 21Q: 3 clusters Score -926985.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -926998.687500 Penalty: 2958.322998
	Iteration 22Q: 3 clusters Score -926998.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -927011.125000 Penalty: 2958.322998
	Iteration 23Q: 3 clusters Score -927011.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -927018.937500 Penalty: 2958.322998
	Iteration 24Q: 3 clusters Score -927018.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -927024.000000 Penalty: 2958.322998
	Iteration 25Q: 3 clusters Score -927024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -927029.562500 Penalty: 2958.322998
	Iteration 26Q: 3 clusters Score -927029.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -927032.812500 Penalty: 2958.322998
	Iteration 27Q: 3 clusters Score -927032.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -927034.187500 Penalty: 2958.322998
	Iteration 28Q: 3 clusters Score -927034.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -927037.937500 Penalty: 2958.322998
	Iteration 29Q: 3 clusters Score -927037.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -927041.687500 Penalty: 2958.322998
	Iteration 30Q: 3 clusters Score -927041.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -927042.312500 Penalty: 2958.322998
	Iteration 31Q: 3 clusters Score -927042.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -927042.312500 Penalty: 2958.322998
	Iteration 32F: 3 clusters Score -927042.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Entering Unmasked Estep 
Score: -264751.031250 Penalty: 1300.600830
	Iteration 0F: 2 clusters Score -264751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -262099.437500 Penalty: 2601.201660
	Iteration 0F: 3 clusters Score -262099.4 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -262855.406250 Penalty: 2601.201660
	Iteration 1F: 3 clusters Score -262855.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -263117.000000 Penalty: 2601.201660
	Iteration 2F: 3 clusters Score -263117 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -263291.250000 Penalty: 2601.201660
	Iteration 3F: 3 clusters Score -263291.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -263419.687500 Penalty: 2601.201660
	Iteration 4F: 3 clusters Score -263419.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -263513.281250 Penalty: 2601.201660
	Iteration 5Q: 3 clusters Score -263513.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -263585.187500 Penalty: 2601.201660
	Iteration 6Q: 3 clusters Score -263585.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -263642.750000 Penalty: 2601.201660
	Iteration 7Q: 3 clusters Score -263642.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -263685.750000 Penalty: 2601.201660
	Iteration 8Q: 3 clusters Score -263685.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -263726.531250 Penalty: 2601.201660
	Iteration 9Q: 3 clusters Score -263726.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -263744.250000 Penalty: 2601.201660
	Iteration 10Q: 3 clusters Score -263744.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -263755.250000 Penalty: 2601.201660
	Iteration 11Q: 3 clusters Score -263755.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -263764.093750 Penalty: 2601.201660
	Iteration 12Q: 3 clusters Score -263764.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -263773.593750 Penalty: 2601.201660
	Iteration 13Q: 3 clusters Score -263773.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -263783.156250 Penalty: 2601.201660
	Iteration 14Q: 3 clusters Score -263783.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -263790.562500 Penalty: 2601.201660
	Iteration 15Q: 3 clusters Score -263790.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -263798.031250 Penalty: 2601.201660
	Iteration 16Q: 3 clusters Score -263798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -263801.593750 Penalty: 2601.201660
	Iteration 17Q: 3 clusters Score -263801.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -263804.593750 Penalty: 2601.201660
	Iteration 18Q: 3 clusters Score -263804.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -263806.656250 Penalty: 2601.201660
	Iteration 19Q: 3 clusters Score -263806.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -263809.156250 Penalty: 2601.201660
	Iteration 20F: 3 clusters Score -263809.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -263810.750000 Penalty: 2601.201660
	Iteration 21Q: 3 clusters Score -263810.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -263812.343750 Penalty: 2601.201660
	Iteration 22Q: 3 clusters Score -263812.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -263813.687500 Penalty: 2601.201660
	Iteration 23Q: 3 clusters Score -263813.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -263814.875000 Penalty: 2601.201660
	Iteration 24Q: 3 clusters Score -263814.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -263816.000000 Penalty: 2601.201660
	Iteration 25Q: 3 clusters Score -263816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -263816.312500 Penalty: 2601.201660
	Iteration 26Q: 3 clusters Score -263816.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -263816.875000 Penalty: 2601.201660
	Iteration 27Q: 3 clusters Score -263816.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -263816.906250 Penalty: 2601.201660
	Iteration 28Q: 3 clusters Score -263816.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -263817.437500 Penalty: 2601.201660
	Iteration 29Q: 3 clusters Score -263817.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -263817.781250 Penalty: 2601.201660
	Iteration 30Q: 3 clusters Score -263817.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -263817.781250 Penalty: 2601.201660
	Iteration 31F: 3 clusters Score -263817.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62249 members 
Entering Unmasked Estep 
Score: -6327925.500000 Penalty: 1793.820801
	Iteration 0F: 2 clusters Score -6327926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -6286332.000000 Penalty: 3587.641602
	Iteration 0F: 3 clusters Score -6286332 nChanged 29322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -6303124.000000 Penalty: 3587.641602
	Iteration 1F: 3 clusters Score -6303124 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -6303744.000000 Penalty: 3587.641602
	Iteration 2Q: 3 clusters Score -6303744 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -6304751.000000 Penalty: 3587.641602
	Iteration 3Q: 3 clusters Score -6304751 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -6306186.000000 Penalty: 3587.641602
	Iteration 4Q: 3 clusters Score -6306186 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -6308082.000000 Penalty: 3587.641602
	Iteration 5F: 3 clusters Score -6308082 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -6310199.500000 Penalty: 3587.641602
	Iteration 6F: 3 clusters Score -6310200 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -6312347.500000 Penalty: 3587.641602
	Iteration 7F: 3 clusters Score -6312348 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -6314535.000000 Penalty: 3587.641602
	Iteration 8F: 3 clusters Score -6314535 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -6316670.500000 Penalty: 3587.641602
	Iteration 9F: 3 clusters Score -6316670 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -6318949.500000 Penalty: 3587.641602
	Iteration 10Q: 3 clusters Score -6318950 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -6320866.000000 Penalty: 3587.641602
	Iteration 11Q: 3 clusters Score -6320866 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -6322018.000000 Penalty: 3587.641602
	Iteration 12Q: 3 clusters Score -6322018 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -6322643.500000 Penalty: 3587.641602
	Iteration 13Q: 3 clusters Score -6322644 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -6322989.000000 Penalty: 3587.641602
	Iteration 14Q: 3 clusters Score -6322989 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -6323292.000000 Penalty: 3587.641602
	Iteration 15Q: 3 clusters Score -6323292 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -6323538.500000 Penalty: 3587.641602
	Iteration 16Q: 3 clusters Score -6323538 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -6323752.000000 Penalty: 3587.641602
	Iteration 17Q: 3 clusters Score -6323752 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -6323992.500000 Penalty: 3587.641602
	Iteration 18Q: 3 clusters Score -6323992 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -6324193.000000 Penalty: 3587.641602
	Iteration 19Q: 3 clusters Score -6324193 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -6324464.000000 Penalty: 3587.641602
	Iteration 20F: 3 clusters Score -6324464 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -6324629.000000 Penalty: 3587.641602
	Iteration 21Q: 3 clusters Score -6324629 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -6324808.000000 Penalty: 3587.641602
	Iteration 22Q: 3 clusters Score -6324808 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -6324984.000000 Penalty: 3587.641602
	Iteration 23Q: 3 clusters Score -6324984 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53627 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -6325142.500000 Penalty: 3587.641602
	Iteration 24Q: 3 clusters Score -6325142 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -6325263.500000 Penalty: 3587.641602
	Iteration 25Q: 3 clusters Score -6325264 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -6325401.000000 Penalty: 3587.641602
	Iteration 26Q: 3 clusters Score -6325401 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -6325522.000000 Penalty: 3587.641602
	Iteration 27Q: 3 clusters Score -6325522 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -6325613.500000 Penalty: 3587.641602
	Iteration 28Q: 3 clusters Score -6325614 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -6325762.000000 Penalty: 3587.641602
	Iteration 29Q: 3 clusters Score -6325762 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56295 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -6325833.500000 Penalty: 3587.641602
	Iteration 30Q: 3 clusters Score -6325834 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -6325961.500000 Penalty: 3587.641602
	Iteration 31Q: 3 clusters Score -6325962 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57080 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -6326043.000000 Penalty: 3587.641602
	Iteration 32Q: 3 clusters Score -6326043 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57445 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -6326186.000000 Penalty: 3587.641602
	Iteration 33Q: 3 clusters Score -6326186 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -6326270.500000 Penalty: 3587.641602
	Iteration 34Q: 3 clusters Score -6326270 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -6326347.500000 Penalty: 3587.641602
	Iteration 35Q: 3 clusters Score -6326348 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -6326436.500000 Penalty: 3587.641602
	Iteration 36Q: 3 clusters Score -6326436 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -6326499.500000 Penalty: 3587.641602
	Iteration 37Q: 3 clusters Score -6326500 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -6326560.500000 Penalty: 3587.641602
	Iteration 38Q: 3 clusters Score -6326560 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -6326638.000000 Penalty: 3587.641602
	Iteration 39Q: 3 clusters Score -6326638 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -6326651.500000 Penalty: 3587.641602
	Iteration 40F: 3 clusters Score -6326652 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59391 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -6326715.000000 Penalty: 3587.641602
	Iteration 41Q: 3 clusters Score -6326715 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59546 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -6326758.000000 Penalty: 3587.641602
	Iteration 42Q: 3 clusters Score -6326758 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -6326783.500000 Penalty: 3587.641602
	Iteration 43Q: 3 clusters Score -6326784 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -6326816.000000 Penalty: 3587.641602
	Iteration 44Q: 3 clusters Score -6326816 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -6326839.000000 Penalty: 3587.641602
	Iteration 45Q: 3 clusters Score -6326839 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -6326851.500000 Penalty: 3587.641602
	Iteration 46Q: 3 clusters Score -6326852 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6326855.500000 Penalty: 3587.641602
	Iteration 47Q: 3 clusters Score -6326856 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60127 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -6326906.500000 Penalty: 3587.641602
	Iteration 48Q: 3 clusters Score -6326906 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6326910.000000 Penalty: 3587.641602
	Iteration 49Q: 3 clusters Score -6326910 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6326923.000000 Penalty: 3587.641602
	Iteration 50Q: 3 clusters Score -6326923 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6326926.500000 Penalty: 3587.641602
	Iteration 51Q: 3 clusters Score -6326926 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -6326950.500000 Penalty: 3587.641602
	Iteration 52Q: 3 clusters Score -6326950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6326947.500000 Penalty: 3587.641602
	Iteration 53Q: 3 clusters Score -6326948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6326964.500000 Penalty: 3587.641602
	Iteration 54Q: 3 clusters Score -6326964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6326956.000000 Penalty: 3587.641602
	Iteration 55Q: 3 clusters Score -6326956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6326966.000000 Penalty: 3587.641602
	Iteration 56Q: 3 clusters Score -6326966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60459 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6326971.500000 Penalty: 3587.641602
	Iteration 57Q: 3 clusters Score -6326972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60477 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6326977.000000 Penalty: 3587.641602
	Iteration 58Q: 3 clusters Score -6326977 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60506 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6326987.500000 Penalty: 3587.641602
	Iteration 59Q: 3 clusters Score -6326988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60530 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6327004.500000 Penalty: 3587.641602
	Iteration 60F: 3 clusters Score -6327004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6327008.000000 Penalty: 3587.641602
	Iteration 61Q: 3 clusters Score -6327008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -6327014.000000 Penalty: 3587.641602
	Iteration 62Q: 3 clusters Score -6327014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60608 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6327016.000000 Penalty: 3587.641602
	Iteration 63Q: 3 clusters Score -6327016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60626 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6327021.500000 Penalty: 3587.641602
	Iteration 64Q: 3 clusters Score -6327022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6327021.500000 Penalty: 3587.641602
	Iteration 65Q: 3 clusters Score -6327022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -6327024.500000 Penalty: 3587.641602
	Iteration 66Q: 3 clusters Score -6327024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60643 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6327021.000000 Penalty: 3587.641602
	Iteration 67Q: 3 clusters Score -6327021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6327028.000000 Penalty: 3587.641602
	Iteration 68Q: 3 clusters Score -6327028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6327032.000000 Penalty: 3587.641602
	Iteration 69Q: 3 clusters Score -6327032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6327032.000000 Penalty: 3587.641602
	Iteration 70F: 3 clusters Score -6327032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (222933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222933 members 
Entering Unmasked Estep 
Score: -22785614.000000 Penalty: 2001.126831
	Iteration 0F: 2 clusters Score -2.278561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111413 members 
Mstep: Class 2 contains 111520 members 
Entering Unmasked Estep 
Score: -22672112.000000 Penalty: 4002.253662
	Iteration 0F: 3 clusters Score -2.267211e+07 nChanged 108164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107789 members 
Mstep: Class 2 contains 115144 members 
Entering Unmasked Estep 
Score: -22735976.000000 Penalty: 4002.253662
	Iteration 1F: 3 clusters Score -2.273598e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104927 members 
Mstep: Class 2 contains 118006 members 
Entering Unmasked Estep 
Score: -22737542.000000 Penalty: 4002.253662
	Iteration 2Q: 3 clusters Score -2.273754e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100234 members 
Mstep: Class 2 contains 122699 members 
Entering Unmasked Estep 
Score: -22740096.000000 Penalty: 4002.253662
	Iteration 3Q: 3 clusters Score -2.27401e+07 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92848 members 
Mstep: Class 2 contains 130085 members 
Entering Unmasked Estep 
Score: -22744468.000000 Penalty: 4002.253662
	Iteration 4Q: 3 clusters Score -2.274447e+07 nChanged 13249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82079 members 
Mstep: Class 2 contains 140854 members 
Entering Unmasked Estep 
Score: -22751682.000000 Penalty: 4002.253662
	Iteration 5F: 3 clusters Score -2.275168e+07 nChanged 16117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 154279 members 
Entering Unmasked Estep 
Score: -22760814.000000 Penalty: 4002.253662
	Iteration 6F: 3 clusters Score -2.276081e+07 nChanged 16929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 168620 members 
Entering Unmasked Estep 
Score: -22769404.000000 Penalty: 4002.253662
	Iteration 7F: 3 clusters Score -2.27694e+07 nChanged 14708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 180724 members 
Entering Unmasked Estep 
Score: -22775212.000000 Penalty: 4002.253662
	Iteration 8F: 3 clusters Score -2.277521e+07 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 188961 members 
Entering Unmasked Estep 
Score: -22778814.000000 Penalty: 4002.253662
	Iteration 9Q: 3 clusters Score -2.277881e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 193936 members 
Entering Unmasked Estep 
Score: -22780868.000000 Penalty: 4002.253662
	Iteration 10Q: 3 clusters Score -2.278087e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 197037 members 
Entering Unmasked Estep 
Score: -22781696.000000 Penalty: 4002.253662
	Iteration 11Q: 3 clusters Score -2.27817e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 199314 members 
Entering Unmasked Estep 
Score: -22782000.000000 Penalty: 4002.253662
	Iteration 12Q: 3 clusters Score -2.2782e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 201107 members 
Entering Unmasked Estep 
Score: -22781900.000000 Penalty: 4002.253662
	Iteration 13Q: 3 clusters Score -2.27819e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 202739 members 
Entering Unmasked Estep 
Score: -22781778.000000 Penalty: 4002.253662
	Iteration 14Q: 3 clusters Score -2.278178e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 204211 members 
Entering Unmasked Estep 
Score: -22781550.000000 Penalty: 4002.253662
	Iteration 15Q: 3 clusters Score -2.278155e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 205622 members 
Entering Unmasked Estep 
Score: -22781606.000000 Penalty: 4002.253662
	Iteration 16Q: 3 clusters Score -2.278161e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 206987 members 
Entering Unmasked Estep 
Score: -22781708.000000 Penalty: 4002.253662
	Iteration 17Q: 3 clusters Score -2.278171e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 208270 members 
Entering Unmasked Estep 
Score: -22781670.000000 Penalty: 4002.253662
	Iteration 18Q: 3 clusters Score -2.278167e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 209435 members 
Entering Unmasked Estep 
Score: -22781710.000000 Penalty: 4002.253662
	Iteration 19Q: 3 clusters Score -2.278171e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 210549 members 
Entering Unmasked Estep 
Score: -22781758.000000 Penalty: 4002.253662
	Iteration 20F: 3 clusters Score -2.278176e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 211608 members 
Entering Unmasked Estep 
Score: -22781872.000000 Penalty: 4002.253662
	Iteration 21Q: 3 clusters Score -2.278187e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 212584 members 
Entering Unmasked Estep 
Score: -22782072.000000 Penalty: 4002.253662
	Iteration 22Q: 3 clusters Score -2.278207e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 213490 members 
Entering Unmasked Estep 
Score: -22782188.000000 Penalty: 4002.253662
	Iteration 23Q: 3 clusters Score -2.278219e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 214355 members 
Entering Unmasked Estep 
Score: -22782492.000000 Penalty: 4002.253662
	Iteration 24Q: 3 clusters Score -2.278249e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 215174 members 
Entering Unmasked Estep 
Score: -22782822.000000 Penalty: 4002.253662
	Iteration 25Q: 3 clusters Score -2.278282e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 215956 members 
Entering Unmasked Estep 
Score: -22783046.000000 Penalty: 4002.253662
	Iteration 26Q: 3 clusters Score -2.278305e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 216676 members 
Entering Unmasked Estep 
Score: -22783184.000000 Penalty: 4002.253662
	Iteration 27Q: 3 clusters Score -2.278318e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 217356 members 
Entering Unmasked Estep 
Score: -22783348.000000 Penalty: 4002.253662
	Iteration 28Q: 3 clusters Score -2.278335e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 217976 members 
Entering Unmasked Estep 
Score: -22783592.000000 Penalty: 4002.253662
	Iteration 29Q: 3 clusters Score -2.278359e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 218533 members 
Entering Unmasked Estep 
Score: -22783784.000000 Penalty: 4002.253662
	Iteration 30Q: 3 clusters Score -2.278378e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 218986 members 
Entering Unmasked Estep 
Score: -22783904.000000 Penalty: 4002.253662
	Iteration 31Q: 3 clusters Score -2.27839e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 219366 members 
Entering Unmasked Estep 
Score: -22783916.000000 Penalty: 4002.253662
	Iteration 32Q: 3 clusters Score -2.278392e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 219680 members 
Entering Unmasked Estep 
Score: -22784052.000000 Penalty: 4002.253662
	Iteration 33Q: 3 clusters Score -2.278405e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 219930 members 
Entering Unmasked Estep 
Score: -22784138.000000 Penalty: 4002.253662
	Iteration 34Q: 3 clusters Score -2.278414e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 220194 members 
Entering Unmasked Estep 
Score: -22784180.000000 Penalty: 4002.253662
	Iteration 35Q: 3 clusters Score -2.278418e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 220407 members 
Entering Unmasked Estep 
Score: -22784206.000000 Penalty: 4002.253662
	Iteration 36Q: 3 clusters Score -2.278421e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 220594 members 
Entering Unmasked Estep 
Score: -22784262.000000 Penalty: 4002.253662
	Iteration 37Q: 3 clusters Score -2.278426e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 220757 members 
Entering Unmasked Estep 
Score: -22784326.000000 Penalty: 4002.253662
	Iteration 38Q: 3 clusters Score -2.278433e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 220897 members 
Entering Unmasked Estep 
Score: -22784318.000000 Penalty: 4002.253662
	Iteration 39Q: 3 clusters Score -2.278432e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 221017 members 
Entering Unmasked Estep 
Score: -22784350.000000 Penalty: 4002.253662
	Iteration 40F: 3 clusters Score -2.278435e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 221115 members 
Entering Unmasked Estep 
Score: -22784378.000000 Penalty: 4002.253662
	Iteration 41Q: 3 clusters Score -2.278438e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 221209 members 
Entering Unmasked Estep 
Score: -22784428.000000 Penalty: 4002.253662
	Iteration 42Q: 3 clusters Score -2.278443e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 221282 members 
Entering Unmasked Estep 
Score: -22784444.000000 Penalty: 4002.253662
	Iteration 43Q: 3 clusters Score -2.278444e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 221346 members 
Entering Unmasked Estep 
Score: -22784484.000000 Penalty: 4002.253662
	Iteration 44Q: 3 clusters Score -2.278448e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 221397 members 
Entering Unmasked Estep 
Score: -22784506.000000 Penalty: 4002.253662
	Iteration 45Q: 3 clusters Score -2.278451e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 221437 members 
Entering Unmasked Estep 
Score: -22784480.000000 Penalty: 4002.253662
	Iteration 46Q: 3 clusters Score -2.278448e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 221471 members 
Entering Unmasked Estep 
Score: -22784470.000000 Penalty: 4002.253662
	Iteration 47Q: 3 clusters Score -2.278447e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 221510 members 
Entering Unmasked Estep 
Score: -22784436.000000 Penalty: 4002.253662
	Iteration 48Q: 3 clusters Score -2.278444e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 221535 members 
Entering Unmasked Estep 
Score: -22784436.000000 Penalty: 4002.253662
	Iteration 49Q: 3 clusters Score -2.278444e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 221561 members 
Entering Unmasked Estep 
Score: -22784446.000000 Penalty: 4002.253662
	Iteration 50Q: 3 clusters Score -2.278445e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 221582 members 
Entering Unmasked Estep 
Score: -22784432.000000 Penalty: 4002.253662
	Iteration 51Q: 3 clusters Score -2.278443e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 221602 members 
Entering Unmasked Estep 
Score: -22784434.000000 Penalty: 4002.253662
	Iteration 52Q: 3 clusters Score -2.278443e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 221618 members 
Entering Unmasked Estep 
Score: -22784428.000000 Penalty: 4002.253662
	Iteration 53Q: 3 clusters Score -2.278443e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 221630 members 
Entering Unmasked Estep 
Score: -22784418.000000 Penalty: 4002.253662
	Iteration 54Q: 3 clusters Score -2.278442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 221642 members 
Entering Unmasked Estep 
Score: -22784418.000000 Penalty: 4002.253662
	Iteration 55Q: 3 clusters Score -2.278442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 221658 members 
Entering Unmasked Estep 
Score: -22784410.000000 Penalty: 4002.253662
	Iteration 56Q: 3 clusters Score -2.278441e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 221671 members 
Entering Unmasked Estep 
Score: -22784416.000000 Penalty: 4002.253662
	Iteration 57Q: 3 clusters Score -2.278442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 221686 members 
Entering Unmasked Estep 
Score: -22784418.000000 Penalty: 4002.253662
	Iteration 58Q: 3 clusters Score -2.278442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 221700 members 
Entering Unmasked Estep 
Score: -22784434.000000 Penalty: 4002.253662
	Iteration 59Q: 3 clusters Score -2.278443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 221703 members 
Entering Unmasked Estep 
Score: -22784434.000000 Penalty: 4002.253662
	Iteration 60F: 3 clusters Score -2.278443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 221708 members 
Entering Unmasked Estep 
Score: -22784442.000000 Penalty: 4002.253662
	Iteration 61Q: 3 clusters Score -2.278444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 221711 members 
Entering Unmasked Estep 
Score: -22784438.000000 Penalty: 4002.253662
	Iteration 62Q: 3 clusters Score -2.278444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 221712 members 
Entering Unmasked Estep 
Score: -22784446.000000 Penalty: 4002.253662
	Iteration 63Q: 3 clusters Score -2.278445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 221711 members 
Entering Unmasked Estep 
Score: -22784446.000000 Penalty: 4002.253662
	Iteration 64Q: 3 clusters Score -2.278445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 221711 members 
Entering Unmasked Estep 
Score: -22784446.000000 Penalty: 4002.253662
	Iteration 65F: 3 clusters Score -2.278445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 186153 members 
Mstep: Class 4 contains 136157 members 
Mstep: Class 5 contains 36170 members 
Mstep: Class 7 contains 7247 members 
Mstep: Class 8 contains 3702 members 
Mstep: Class 9 contains 154344 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164419 members 
Mstep: Class 12 contains 198149 members 
Mstep: Class 16 contains 67507 members 
Mstep: Class 17 contains 8978 members 
Mstep: Class 20 contains 2992 members 
Mstep: Class 21 contains 62249 members 
Mstep: Class 22 contains 222933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921288.000000 Penalty: 36575.996094
Iteration 319Q: 17 clusters Score -1.279213e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 7282 members 
Mstep: Class 3 contains 186119 members 
Mstep: Class 4 contains 136164 members 
Mstep: Class 5 contains 36175 members 
Mstep: Class 7 contains 7245 members 
Mstep: Class 8 contains 3699 members 
Mstep: Class 9 contains 154355 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164443 members 
Mstep: Class 12 contains 198147 members 
Mstep: Class 16 contains 67513 members 
Mstep: Class 17 contains 8989 members 
Mstep: Class 20 contains 2992 members 
Mstep: Class 21 contains 62246 members 
Mstep: Class 22 contains 222907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921176.000000 Penalty: 36575.996094
Iteration 320F: 17 clusters Score -1.279212e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 7295 members 
Mstep: Class 3 contains 186104 members 
Mstep: Class 4 contains 136171 members 
Mstep: Class 5 contains 36176 members 
Mstep: Class 7 contains 7242 members 
Mstep: Class 8 contains 3693 members 
Mstep: Class 9 contains 154358 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164459 members 
Mstep: Class 12 contains 198132 members 
Mstep: Class 16 contains 67517 members 
Mstep: Class 17 contains 9003 members 
Mstep: Class 20 contains 2992 members 
Mstep: Class 21 contains 62252 members 
Mstep: Class 22 contains 222891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921152.000000 Penalty: 36575.996094
Iteration 321Q: 17 clusters Score -1.279212e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 7312 members 
Mstep: Class 3 contains 186091 members 
Mstep: Class 4 contains 136177 members 
Mstep: Class 5 contains 36184 members 
Mstep: Class 7 contains 7242 members 
Mstep: Class 8 contains 3688 members 
Mstep: Class 9 contains 154359 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164466 members 
Mstep: Class 12 contains 198122 members 
Mstep: Class 16 contains 67517 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 20 contains 2992 members 
Mstep: Class 21 contains 62259 members 
Mstep: Class 22 contains 222863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921320.000000 Penalty: 36575.996094
Iteration 322Q: 17 clusters Score -1.279213e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 3 contains 186068 members 
Mstep: Class 4 contains 136183 members 
Mstep: Class 5 contains 36193 members 
Mstep: Class 7 contains 7239 members 
Mstep: Class 8 contains 3682 members 
Mstep: Class 9 contains 154367 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164459 members 
Mstep: Class 12 contains 198121 members 
Mstep: Class 16 contains 67520 members 
Mstep: Class 17 contains 9029 members 
Mstep: Class 20 contains 2994 members 
Mstep: Class 21 contains 62270 members 
Mstep: Class 22 contains 222843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921312.000000 Penalty: 36575.996094
Iteration 323Q: 17 clusters Score -1.279213e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 7350 members 
Mstep: Class 3 contains 186066 members 
Mstep: Class 4 contains 136187 members 
Mstep: Class 5 contains 36206 members 
Mstep: Class 7 contains 7237 members 
Mstep: Class 8 contains 3677 members 
Mstep: Class 9 contains 154384 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164452 members 
Mstep: Class 12 contains 198114 members 
Mstep: Class 16 contains 67519 members 
Mstep: Class 17 contains 9033 members 
Mstep: Class 20 contains 2992 members 
Mstep: Class 21 contains 62282 members 
Mstep: Class 22 contains 222816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921416.000000 Penalty: 36575.996094
Iteration 324Q: 17 clusters Score -1.279214e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 7362 members 
Mstep: Class 3 contains 186082 members 
Mstep: Class 4 contains 136192 members 
Mstep: Class 5 contains 36211 members 
Mstep: Class 7 contains 7234 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 154405 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164454 members 
Mstep: Class 12 contains 198107 members 
Mstep: Class 16 contains 67520 members 
Mstep: Class 17 contains 9037 members 
Mstep: Class 20 contains 2991 members 
Mstep: Class 21 contains 62288 members 
Mstep: Class 22 contains 222770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921200.000000 Penalty: 36575.996094
Iteration 325Q: 17 clusters Score -1.279212e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 7371 members 
Mstep: Class 3 contains 186087 members 
Mstep: Class 4 contains 136192 members 
Mstep: Class 5 contains 36216 members 
Mstep: Class 7 contains 7231 members 
Mstep: Class 8 contains 3674 members 
Mstep: Class 9 contains 154427 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164445 members 
Mstep: Class 12 contains 198110 members 
Mstep: Class 16 contains 67521 members 
Mstep: Class 17 contains 9041 members 
Mstep: Class 20 contains 2991 members 
Mstep: Class 21 contains 62297 members 
Mstep: Class 22 contains 222736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921256.000000 Penalty: 36575.996094
Iteration 326Q: 17 clusters Score -1.279213e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 7381 members 
Mstep: Class 3 contains 186083 members 
Mstep: Class 4 contains 136192 members 
Mstep: Class 5 contains 36217 members 
Mstep: Class 7 contains 7229 members 
Mstep: Class 8 contains 3671 members 
Mstep: Class 9 contains 154453 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164441 members 
Mstep: Class 12 contains 198106 members 
Mstep: Class 16 contains 67528 members 
Mstep: Class 17 contains 9049 members 
Mstep: Class 20 contains 2991 members 
Mstep: Class 21 contains 62305 members 
Mstep: Class 22 contains 222699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921264.000000 Penalty: 36575.996094
Iteration 327Q: 17 clusters Score -1.279213e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 7385 members 
Mstep: Class 3 contains 186063 members 
Mstep: Class 4 contains 136198 members 
Mstep: Class 5 contains 36222 members 
Mstep: Class 7 contains 7225 members 
Mstep: Class 8 contains 3667 members 
Mstep: Class 9 contains 154476 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164453 members 
Mstep: Class 12 contains 198109 members 
Mstep: Class 16 contains 67531 members 
Mstep: Class 17 contains 9059 members 
Mstep: Class 20 contains 2991 members 
Mstep: Class 21 contains 62311 members 
Mstep: Class 22 contains 222655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921280.000000 Penalty: 36575.996094
Iteration 328Q: 17 clusters Score -1.279213e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 7391 members 
Mstep: Class 3 contains 186080 members 
Mstep: Class 4 contains 136199 members 
Mstep: Class 5 contains 36223 members 
Mstep: Class 7 contains 7223 members 
Mstep: Class 8 contains 3661 members 
Mstep: Class 9 contains 154496 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164447 members 
Mstep: Class 12 contains 198125 members 
Mstep: Class 16 contains 67528 members 
Mstep: Class 17 contains 9072 members 
Mstep: Class 20 contains 2992 members 
Mstep: Class 21 contains 62312 members 
Mstep: Class 22 contains 222598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921192.000000 Penalty: 36575.996094
Iteration 329Q: 17 clusters Score -1.279212e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 7400 members 
Mstep: Class 3 contains 186091 members 
Mstep: Class 4 contains 136212 members 
Mstep: Class 5 contains 36226 members 
Mstep: Class 7 contains 7222 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 154505 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164446 members 
Mstep: Class 12 contains 198134 members 
Mstep: Class 16 contains 67531 members 
Mstep: Class 17 contains 9086 members 
Mstep: Class 20 contains 2993 members 
Mstep: Class 21 contains 62320 members 
Mstep: Class 22 contains 222527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921176.000000 Penalty: 36575.996094
Iteration 330Q: 17 clusters Score -1.279212e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 7406 members 
Mstep: Class 3 contains 186097 members 
Mstep: Class 4 contains 136217 members 
Mstep: Class 5 contains 36227 members 
Mstep: Class 7 contains 7221 members 
Mstep: Class 8 contains 3657 members 
Mstep: Class 9 contains 154514 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164432 members 
Mstep: Class 12 contains 198161 members 
Mstep: Class 16 contains 67537 members 
Mstep: Class 17 contains 9101 members 
Mstep: Class 20 contains 2994 members 
Mstep: Class 21 contains 62319 members 
Mstep: Class 22 contains 222468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921192.000000 Penalty: 36575.996094
Iteration 331Q: 17 clusters Score -1.279212e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 186096 members 
Mstep: Class 4 contains 136226 members 
Mstep: Class 5 contains 36231 members 
Mstep: Class 7 contains 7221 members 
Mstep: Class 8 contains 3657 members 
Mstep: Class 9 contains 154527 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164425 members 
Mstep: Class 12 contains 198182 members 
Mstep: Class 16 contains 67541 members 
Mstep: Class 17 contains 9114 members 
Mstep: Class 20 contains 2995 members 
Mstep: Class 21 contains 62316 members 
Mstep: Class 22 contains 222412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921296.000000 Penalty: 36575.996094
Iteration 332Q: 17 clusters Score -1.279213e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 7434 members 
Mstep: Class 3 contains 186120 members 
Mstep: Class 4 contains 136239 members 
Mstep: Class 5 contains 36235 members 
Mstep: Class 7 contains 7220 members 
Mstep: Class 8 contains 3657 members 
Mstep: Class 9 contains 154534 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164399 members 
Mstep: Class 12 contains 198203 members 
Mstep: Class 16 contains 67550 members 
Mstep: Class 17 contains 9123 members 
Mstep: Class 20 contains 2995 members 
Mstep: Class 21 contains 62311 members 
Mstep: Class 22 contains 222351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921384.000000 Penalty: 36575.996094
Iteration 333Q: 17 clusters Score -1.279214e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 7453 members 
Mstep: Class 3 contains 186132 members 
Mstep: Class 4 contains 136251 members 
Mstep: Class 5 contains 36241 members 
Mstep: Class 7 contains 7218 members 
Mstep: Class 8 contains 3657 members 
Mstep: Class 9 contains 154537 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164392 members 
Mstep: Class 12 contains 198219 members 
Mstep: Class 16 contains 67559 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 20 contains 2995 members 
Mstep: Class 21 contains 62311 members 
Mstep: Class 22 contains 222282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921368.000000 Penalty: 36575.996094
Iteration 334Q: 17 clusters Score -1.279214e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 7474 members 
Mstep: Class 3 contains 186140 members 
Mstep: Class 4 contains 136258 members 
Mstep: Class 5 contains 36251 members 
Mstep: Class 7 contains 7215 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 154540 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164376 members 
Mstep: Class 12 contains 198228 members 
Mstep: Class 16 contains 67561 members 
Mstep: Class 17 contains 9146 members 
Mstep: Class 20 contains 2995 members 
Mstep: Class 21 contains 62318 members 
Mstep: Class 22 contains 222236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921240.000000 Penalty: 36575.996094
Iteration 335Q: 17 clusters Score -1.279212e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 7495 members 
Mstep: Class 3 contains 186129 members 
Mstep: Class 4 contains 136271 members 
Mstep: Class 5 contains 36262 members 
Mstep: Class 7 contains 7210 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 154548 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164364 members 
Mstep: Class 12 contains 198236 members 
Mstep: Class 16 contains 67557 members 
Mstep: Class 17 contains 9155 members 
Mstep: Class 20 contains 2995 members 
Mstep: Class 21 contains 62327 members 
Mstep: Class 22 contains 222203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921440.000000 Penalty: 36575.996094
Iteration 336Q: 17 clusters Score -1.279214e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 7520 members 
Mstep: Class 3 contains 186145 members 
Mstep: Class 4 contains 136278 members 
Mstep: Class 5 contains 36270 members 
Mstep: Class 7 contains 7204 members 
Mstep: Class 8 contains 3654 members 
Mstep: Class 9 contains 154566 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164335 members 
Mstep: Class 12 contains 198236 members 
Mstep: Class 16 contains 67557 members 
Mstep: Class 17 contains 9165 members 
Mstep: Class 20 contains 2995 members 
Mstep: Class 21 contains 62336 members 
Mstep: Class 22 contains 222165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921568.000000 Penalty: 36575.996094
Iteration 337Q: 17 clusters Score -1.279216e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 7542 members 
Mstep: Class 3 contains 186159 members 
Mstep: Class 4 contains 136285 members 
Mstep: Class 5 contains 36279 members 
Mstep: Class 7 contains 7195 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 154578 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164315 members 
Mstep: Class 12 contains 198236 members 
Mstep: Class 16 contains 67558 members 
Mstep: Class 17 contains 9173 members 
Mstep: Class 20 contains 2998 members 
Mstep: Class 21 contains 62337 members 
Mstep: Class 22 contains 222133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921592.000000 Penalty: 36575.996094
Iteration 338Q: 17 clusters Score -1.279216e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 7559 members 
Mstep: Class 3 contains 186174 members 
Mstep: Class 4 contains 136294 members 
Mstep: Class 5 contains 36286 members 
Mstep: Class 7 contains 7182 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 154583 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164299 members 
Mstep: Class 12 contains 198240 members 
Mstep: Class 16 contains 67555 members 
Mstep: Class 17 contains 9181 members 
Mstep: Class 20 contains 3001 members 
Mstep: Class 21 contains 62341 members 
Mstep: Class 22 contains 222101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921504.000000 Penalty: 36575.996094
Iteration 339Q: 17 clusters Score -1.279215e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 7573 members 
Mstep: Class 3 contains 186201 members 
Mstep: Class 4 contains 136300 members 
Mstep: Class 5 contains 36294 members 
Mstep: Class 7 contains 7175 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 154588 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164283 members 
Mstep: Class 12 contains 198240 members 
Mstep: Class 16 contains 67554 members 
Mstep: Class 17 contains 9199 members 
Mstep: Class 20 contains 3001 members 
Mstep: Class 21 contains 62343 members 
Mstep: Class 22 contains 222058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921384.000000 Penalty: 36575.996094
Iteration 340F: 17 clusters Score -1.279214e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 7589 members 
Mstep: Class 3 contains 186204 members 
Mstep: Class 4 contains 136309 members 
Mstep: Class 5 contains 36307 members 
Mstep: Class 7 contains 7167 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 154597 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164279 members 
Mstep: Class 12 contains 198239 members 
Mstep: Class 16 contains 67559 members 
Mstep: Class 17 contains 9213 members 
Mstep: Class 20 contains 3000 members 
Mstep: Class 21 contains 62348 members 
Mstep: Class 22 contains 222016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921432.000000 Penalty: 36575.996094
Iteration 341Q: 17 clusters Score -1.279214e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 7611 members 
Mstep: Class 3 contains 186219 members 
Mstep: Class 4 contains 136319 members 
Mstep: Class 5 contains 36319 members 
Mstep: Class 7 contains 7158 members 
Mstep: Class 8 contains 3651 members 
Mstep: Class 9 contains 154602 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164271 members 
Mstep: Class 12 contains 198249 members 
Mstep: Class 16 contains 67561 members 
Mstep: Class 17 contains 9223 members 
Mstep: Class 20 contains 3000 members 
Mstep: Class 21 contains 62354 members 
Mstep: Class 22 contains 221963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921472.000000 Penalty: 36575.996094
Iteration 342Q: 17 clusters Score -1.279215e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 7635 members 
Mstep: Class 3 contains 186251 members 
Mstep: Class 4 contains 136322 members 
Mstep: Class 5 contains 36333 members 
Mstep: Class 7 contains 7147 members 
Mstep: Class 8 contains 3648 members 
Mstep: Class 9 contains 154617 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164251 members 
Mstep: Class 12 contains 198254 members 
Mstep: Class 16 contains 67566 members 
Mstep: Class 17 contains 9227 members 
Mstep: Class 20 contains 2999 members 
Mstep: Class 21 contains 62355 members 
Mstep: Class 22 contains 221913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921576.000000 Penalty: 36575.996094
Iteration 343Q: 17 clusters Score -1.279216e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 7661 members 
Mstep: Class 3 contains 186286 members 
Mstep: Class 4 contains 136323 members 
Mstep: Class 5 contains 36349 members 
Mstep: Class 7 contains 7131 members 
Mstep: Class 8 contains 3648 members 
Mstep: Class 9 contains 154631 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164236 members 
Mstep: Class 12 contains 198261 members 
Mstep: Class 16 contains 67562 members 
Mstep: Class 17 contains 9232 members 
Mstep: Class 20 contains 2998 members 
Mstep: Class 21 contains 62362 members 
Mstep: Class 22 contains 221857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921568.000000 Penalty: 36575.996094
Iteration 344Q: 17 clusters Score -1.279216e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 7683 members 
Mstep: Class 3 contains 186297 members 
Mstep: Class 4 contains 136335 members 
Mstep: Class 5 contains 36363 members 
Mstep: Class 7 contains 7115 members 
Mstep: Class 8 contains 3648 members 
Mstep: Class 9 contains 154639 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 164221 members 
Mstep: Class 12 contains 198276 members 
Mstep: Class 16 contains 67562 members 
Mstep: Class 17 contains 9241 members 
Mstep: Class 20 contains 2999 members 
Mstep: Class 21 contains 62365 members 
Mstep: Class 22 contains 221805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921632.000000 Penalty: 36575.996094
Iteration 345Q: 17 clusters Score -1.279216e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 7711 members 
Mstep: Class 3 contains 186308 members 
Mstep: Class 4 contains 136347 members 
Mstep: Class 5 contains 36381 members 
Mstep: Class 7 contains 7103 members 
Mstep: Class 8 contains 3648 members 
Mstep: Class 9 contains 154636 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 164204 members 
Mstep: Class 12 contains 198294 members 
Mstep: Class 16 contains 67565 members 
Mstep: Class 17 contains 9251 members 
Mstep: Class 20 contains 3002 members 
Mstep: Class 21 contains 62370 members 
Mstep: Class 22 contains 221742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921752.000000 Penalty: 36575.996094
Iteration 346Q: 17 clusters Score -1.279218e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 7735 members 
Mstep: Class 3 contains 186327 members 
Mstep: Class 4 contains 136366 members 
Mstep: Class 5 contains 36396 members 
Mstep: Class 7 contains 7089 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 154634 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 164209 members 
Mstep: Class 12 contains 198303 members 
Mstep: Class 16 contains 67570 members 
Mstep: Class 17 contains 9261 members 
Mstep: Class 20 contains 3002 members 
Mstep: Class 21 contains 62377 members 
Mstep: Class 22 contains 221664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921784.000000 Penalty: 36575.996094
Iteration 347Q: 17 clusters Score -1.279218e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 7754 members 
Mstep: Class 3 contains 186342 members 
Mstep: Class 4 contains 136385 members 
Mstep: Class 5 contains 36409 members 
Mstep: Class 7 contains 7079 members 
Mstep: Class 8 contains 3646 members 
Mstep: Class 9 contains 154637 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 164212 members 
Mstep: Class 12 contains 198319 members 
Mstep: Class 16 contains 67573 members 
Mstep: Class 17 contains 9265 members 
Mstep: Class 20 contains 3004 members 
Mstep: Class 21 contains 62382 members 
Mstep: Class 22 contains 221591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921856.000000 Penalty: 36575.996094
Iteration 348Q: 17 clusters Score -1.279219e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 7775 members 
Mstep: Class 3 contains 186365 members 
Mstep: Class 4 contains 136402 members 
Mstep: Class 5 contains 36422 members 
Mstep: Class 7 contains 7066 members 
Mstep: Class 8 contains 3643 members 
Mstep: Class 9 contains 154643 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 164212 members 
Mstep: Class 12 contains 198336 members 
Mstep: Class 16 contains 67570 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 20 contains 3011 members 
Mstep: Class 21 contains 62391 members 
Mstep: Class 22 contains 221502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922056.000000 Penalty: 36575.996094
Iteration 349Q: 17 clusters Score -1.279221e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 7798 members 
Mstep: Class 3 contains 186377 members 
Mstep: Class 4 contains 136426 members 
Mstep: Class 5 contains 36447 members 
Mstep: Class 7 contains 7053 members 
Mstep: Class 8 contains 3636 members 
Mstep: Class 9 contains 154654 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 164198 members 
Mstep: Class 12 contains 198356 members 
Mstep: Class 16 contains 67561 members 
Mstep: Class 17 contains 9276 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 62405 members 
Mstep: Class 22 contains 221419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922016.000000 Penalty: 36575.996094
Iteration 350Q: 17 clusters Score -1.27922e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 7820 members 
Mstep: Class 3 contains 186401 members 
Mstep: Class 4 contains 136444 members 
Mstep: Class 5 contains 36480 members 
Mstep: Class 7 contains 7042 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 154670 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 164201 members 
Mstep: Class 12 contains 198364 members 
Mstep: Class 16 contains 67555 members 
Mstep: Class 17 contains 9278 members 
Mstep: Class 20 contains 3023 members 
Mstep: Class 21 contains 62413 members 
Mstep: Class 22 contains 221324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922064.000000 Penalty: 36575.996094
Iteration 351Q: 17 clusters Score -1.279221e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 7826 members 
Mstep: Class 3 contains 186388 members 
Mstep: Class 4 contains 136475 members 
Mstep: Class 5 contains 36508 members 
Mstep: Class 7 contains 7033 members 
Mstep: Class 8 contains 3624 members 
Mstep: Class 9 contains 154703 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 164224 members 
Mstep: Class 12 contains 198369 members 
Mstep: Class 16 contains 67554 members 
Mstep: Class 17 contains 9282 members 
Mstep: Class 20 contains 3025 members 
Mstep: Class 21 contains 62418 members 
Mstep: Class 22 contains 221230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921912.000000 Penalty: 36575.996094
Iteration 352Q: 17 clusters Score -1.279219e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 7836 members 
Mstep: Class 3 contains 186369 members 
Mstep: Class 4 contains 136507 members 
Mstep: Class 5 contains 36538 members 
Mstep: Class 7 contains 7024 members 
Mstep: Class 8 contains 3622 members 
Mstep: Class 9 contains 154719 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 164246 members 
Mstep: Class 12 contains 198375 members 
Mstep: Class 16 contains 67552 members 
Mstep: Class 17 contains 9287 members 
Mstep: Class 20 contains 3027 members 
Mstep: Class 21 contains 62424 members 
Mstep: Class 22 contains 221149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921904.000000 Penalty: 36575.996094
Iteration 353Q: 17 clusters Score -1.279219e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 7849 members 
Mstep: Class 3 contains 186369 members 
Mstep: Class 4 contains 136535 members 
Mstep: Class 5 contains 36571 members 
Mstep: Class 7 contains 7016 members 
Mstep: Class 8 contains 3621 members 
Mstep: Class 9 contains 154739 members 
Mstep: Class 10 contains 2969 members 
Mstep: Class 11 contains 164257 members 
Mstep: Class 12 contains 198379 members 
Mstep: Class 16 contains 67553 members 
Mstep: Class 17 contains 9292 members 
Mstep: Class 20 contains 3026 members 
Mstep: Class 21 contains 62433 members 
Mstep: Class 22 contains 221053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921960.000000 Penalty: 36575.996094
Iteration 354Q: 17 clusters Score -1.27922e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 186361 members 
Mstep: Class 4 contains 136566 members 
Mstep: Class 5 contains 36597 members 
Mstep: Class 7 contains 7016 members 
Mstep: Class 8 contains 3619 members 
Mstep: Class 9 contains 154745 members 
Mstep: Class 10 contains 2969 members 
Mstep: Class 11 contains 164252 members 
Mstep: Class 12 contains 198396 members 
Mstep: Class 16 contains 67560 members 
Mstep: Class 17 contains 9295 members 
Mstep: Class 20 contains 3025 members 
Mstep: Class 21 contains 62447 members 
Mstep: Class 22 contains 220967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921960.000000 Penalty: 36575.996094
Iteration 355Q: 17 clusters Score -1.27922e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 7893 members 
Mstep: Class 3 contains 186341 members 
Mstep: Class 4 contains 136604 members 
Mstep: Class 5 contains 36624 members 
Mstep: Class 7 contains 7012 members 
Mstep: Class 8 contains 3616 members 
Mstep: Class 9 contains 154761 members 
Mstep: Class 10 contains 2969 members 
Mstep: Class 11 contains 164254 members 
Mstep: Class 12 contains 198405 members 
Mstep: Class 16 contains 67570 members 
Mstep: Class 17 contains 9297 members 
Mstep: Class 20 contains 3027 members 
Mstep: Class 21 contains 62459 members 
Mstep: Class 22 contains 220873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922000.000000 Penalty: 36575.996094
Iteration 356Q: 17 clusters Score -1.27922e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 7910 members 
Mstep: Class 3 contains 186313 members 
Mstep: Class 4 contains 136644 members 
Mstep: Class 5 contains 36651 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 3613 members 
Mstep: Class 9 contains 154769 members 
Mstep: Class 10 contains 2969 members 
Mstep: Class 11 contains 164267 members 
Mstep: Class 12 contains 198414 members 
Mstep: Class 16 contains 67576 members 
Mstep: Class 17 contains 9302 members 
Mstep: Class 20 contains 3028 members 
Mstep: Class 21 contains 62463 members 
Mstep: Class 22 contains 220798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921872.000000 Penalty: 36575.996094
Iteration 357Q: 17 clusters Score -1.279219e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 7934 members 
Mstep: Class 3 contains 186267 members 
Mstep: Class 4 contains 136681 members 
Mstep: Class 5 contains 36677 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 3609 members 
Mstep: Class 9 contains 154784 members 
Mstep: Class 10 contains 2969 members 
Mstep: Class 11 contains 164283 members 
Mstep: Class 12 contains 198415 members 
Mstep: Class 16 contains 67579 members 
Mstep: Class 17 contains 9312 members 
Mstep: Class 20 contains 3029 members 
Mstep: Class 21 contains 62475 members 
Mstep: Class 22 contains 220729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921872.000000 Penalty: 36575.996094
Iteration 358Q: 17 clusters Score -1.279219e+08 nChanged 423
Entering ConstructFrom: 
Score: -127921872.000000 Penalty: 36575.996094
Entering ConstructFrom: 
Trying to split cluster 1 (25051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Entering Unmasked Estep 
Score: -2436411.500000 Penalty: 1645.908691
	Iteration 0F: 2 clusters Score -2436412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2419571.500000 Penalty: 3291.817383
	Iteration 0F: 3 clusters Score -2419572 nChanged 11406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2425837.750000 Penalty: 3291.817383
	Iteration 1F: 3 clusters Score -2425838 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2426142.750000 Penalty: 3291.817383
	Iteration 2Q: 3 clusters Score -2426143 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2426437.000000 Penalty: 3291.817383
	Iteration 3Q: 3 clusters Score -2426437 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2426728.250000 Penalty: 3291.817383
	Iteration 4Q: 3 clusters Score -2426728 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2427043.500000 Penalty: 3291.817383
	Iteration 5Q: 3 clusters Score -2427044 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2427406.250000 Penalty: 3291.817383
	Iteration 6Q: 3 clusters Score -2427406 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2427812.750000 Penalty: 3291.817383
	Iteration 7Q: 3 clusters Score -2427813 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2428199.500000 Penalty: 3291.817383
	Iteration 8Q: 3 clusters Score -2428200 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2428656.750000 Penalty: 3291.817383
	Iteration 9Q: 3 clusters Score -2428657 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2429163.750000 Penalty: 3291.817383
	Iteration 10Q: 3 clusters Score -2429164 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2429723.000000 Penalty: 3291.817383
	Iteration 11Q: 3 clusters Score -2429723 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2430228.000000 Penalty: 3291.817383
	Iteration 12Q: 3 clusters Score -2430228 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2430654.750000 Penalty: 3291.817383
	Iteration 13Q: 3 clusters Score -2430655 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2431000.750000 Penalty: 3291.817383
	Iteration 14Q: 3 clusters Score -2431001 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2431298.250000 Penalty: 3291.817383
	Iteration 15Q: 3 clusters Score -2431298 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2431529.750000 Penalty: 3291.817383
	Iteration 16Q: 3 clusters Score -2431530 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2431734.500000 Penalty: 3291.817383
	Iteration 17Q: 3 clusters Score -2431734 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2431946.500000 Penalty: 3291.817383
	Iteration 18Q: 3 clusters Score -2431946 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2432177.750000 Penalty: 3291.817383
	Iteration 19Q: 3 clusters Score -2432178 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2432423.250000 Penalty: 3291.817383
	Iteration 20F: 3 clusters Score -2432423 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2432644.750000 Penalty: 3291.817383
	Iteration 21Q: 3 clusters Score -2432645 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2432874.500000 Penalty: 3291.817383
	Iteration 22Q: 3 clusters Score -2432874 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2433090.750000 Penalty: 3291.817383
	Iteration 23Q: 3 clusters Score -2433091 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2433313.500000 Penalty: 3291.817383
	Iteration 24Q: 3 clusters Score -2433314 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2433550.750000 Penalty: 3291.817383
	Iteration 25Q: 3 clusters Score -2433551 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2433778.250000 Penalty: 3291.817383
	Iteration 26Q: 3 clusters Score -2433778 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2433966.500000 Penalty: 3291.817383
	Iteration 27Q: 3 clusters Score -2433966 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2434172.500000 Penalty: 3291.817383
	Iteration 28Q: 3 clusters Score -2434172 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2434353.250000 Penalty: 3291.817383
	Iteration 29Q: 3 clusters Score -2434353 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2434535.000000 Penalty: 3291.817383
	Iteration 30Q: 3 clusters Score -2434535 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2434659.750000 Penalty: 3291.817383
	Iteration 31Q: 3 clusters Score -2434660 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2434749.750000 Penalty: 3291.817383
	Iteration 32Q: 3 clusters Score -2434750 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2434821.250000 Penalty: 3291.817383
	Iteration 33Q: 3 clusters Score -2434821 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2434875.250000 Penalty: 3291.817383
	Iteration 34Q: 3 clusters Score -2434875 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2434902.000000 Penalty: 3291.817383
	Iteration 35Q: 3 clusters Score -2434902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2434933.000000 Penalty: 3291.817383
	Iteration 36Q: 3 clusters Score -2434933 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2434955.000000 Penalty: 3291.817383
	Iteration 37Q: 3 clusters Score -2434955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2434979.000000 Penalty: 3291.817383
	Iteration 38Q: 3 clusters Score -2434979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2434991.750000 Penalty: 3291.817383
	Iteration 39Q: 3 clusters Score -2434992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2435005.500000 Penalty: 3291.817383
	Iteration 40F: 3 clusters Score -2435006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2435017.250000 Penalty: 3291.817383
	Iteration 41Q: 3 clusters Score -2435017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2435026.250000 Penalty: 3291.817383
	Iteration 42Q: 3 clusters Score -2435026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2435031.000000 Penalty: 3291.817383
	Iteration 43Q: 3 clusters Score -2435031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2435039.500000 Penalty: 3291.817383
	Iteration 44Q: 3 clusters Score -2435040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2435048.500000 Penalty: 3291.817383
	Iteration 45Q: 3 clusters Score -2435048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2435049.250000 Penalty: 3291.817383
	Iteration 46Q: 3 clusters Score -2435049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2435050.000000 Penalty: 3291.817383
	Iteration 47Q: 3 clusters Score -2435050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2435050.000000 Penalty: 3291.817383
	Iteration 48F: 3 clusters Score -2435050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Entering Unmasked Estep 
Score: -806131.000000 Penalty: 1459.604980
	Iteration 0F: 2 clusters Score -806131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -800303.562500 Penalty: 2919.209961
	Iteration 0F: 3 clusters Score -800303.6 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -802116.687500 Penalty: 2919.209961
	Iteration 1F: 3 clusters Score -802116.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -802356.312500 Penalty: 2919.209961
	Iteration 2F: 3 clusters Score -802356.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -802524.687500 Penalty: 2919.209961
	Iteration 3F: 3 clusters Score -802524.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -802649.687500 Penalty: 2919.209961
	Iteration 4Q: 3 clusters Score -802649.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -802777.000000 Penalty: 2919.209961
	Iteration 5Q: 3 clusters Score -802777 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -802906.500000 Penalty: 2919.209961
	Iteration 6Q: 3 clusters Score -802906.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -803049.875000 Penalty: 2919.209961
	Iteration 7Q: 3 clusters Score -803049.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -803228.937500 Penalty: 2919.209961
	Iteration 8Q: 3 clusters Score -803228.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -803437.500000 Penalty: 2919.209961
	Iteration 9Q: 3 clusters Score -803437.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -803642.812500 Penalty: 2919.209961
	Iteration 10Q: 3 clusters Score -803642.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -803856.437500 Penalty: 2919.209961
	Iteration 11Q: 3 clusters Score -803856.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -804070.437500 Penalty: 2919.209961
	Iteration 12Q: 3 clusters Score -804070.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -804260.062500 Penalty: 2919.209961
	Iteration 13Q: 3 clusters Score -804260.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -804400.062500 Penalty: 2919.209961
	Iteration 14Q: 3 clusters Score -804400.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -804516.312500 Penalty: 2919.209961
	Iteration 15Q: 3 clusters Score -804516.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -804607.625000 Penalty: 2919.209961
	Iteration 16Q: 3 clusters Score -804607.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -804674.937500 Penalty: 2919.209961
	Iteration 17Q: 3 clusters Score -804674.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -804715.812500 Penalty: 2919.209961
	Iteration 18Q: 3 clusters Score -804715.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -804748.187500 Penalty: 2919.209961
	Iteration 19Q: 3 clusters Score -804748.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -804769.500000 Penalty: 2919.209961
	Iteration 20F: 3 clusters Score -804769.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -804791.437500 Penalty: 2919.209961
	Iteration 21Q: 3 clusters Score -804791.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -804807.250000 Penalty: 2919.209961
	Iteration 22Q: 3 clusters Score -804807.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -804823.437500 Penalty: 2919.209961
	Iteration 23Q: 3 clusters Score -804823.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -804844.687500 Penalty: 2919.209961
	Iteration 24Q: 3 clusters Score -804844.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -804858.812500 Penalty: 2919.209961
	Iteration 25Q: 3 clusters Score -804858.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -804865.687500 Penalty: 2919.209961
	Iteration 26Q: 3 clusters Score -804865.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -804874.125000 Penalty: 2919.209961
	Iteration 27Q: 3 clusters Score -804874.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -804884.562500 Penalty: 2919.209961
	Iteration 28Q: 3 clusters Score -804884.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -804890.937500 Penalty: 2919.209961
	Iteration 29Q: 3 clusters Score -804890.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -804897.062500 Penalty: 2919.209961
	Iteration 30Q: 3 clusters Score -804897.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -804903.812500 Penalty: 2919.209961
	Iteration 31Q: 3 clusters Score -804903.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -804908.312500 Penalty: 2919.209961
	Iteration 32Q: 3 clusters Score -804908.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -804911.625000 Penalty: 2919.209961
	Iteration 33Q: 3 clusters Score -804911.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -804912.125000 Penalty: 2919.209961
	Iteration 34Q: 3 clusters Score -804912.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -804912.812500 Penalty: 2919.209961
	Iteration 35Q: 3 clusters Score -804912.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -804913.250000 Penalty: 2919.209961
	Iteration 36Q: 3 clusters Score -804913.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -804913.250000 Penalty: 2919.209961
	Iteration 37F: 3 clusters Score -804913.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (186227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186227 members 
Entering Unmasked Estep 
Score: -18957440.000000 Penalty: 1971.892334
	Iteration 0F: 2 clusters Score -1.895744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 93276 members 
Entering Unmasked Estep 
Score: -18841148.000000 Penalty: 3943.784668
	Iteration 0F: 3 clusters Score -1.884115e+07 nChanged 90122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90323 members 
Mstep: Class 2 contains 95904 members 
Entering Unmasked Estep 
Score: -18894172.000000 Penalty: 3943.784668
	Iteration 1F: 3 clusters Score -1.889417e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89059 members 
Mstep: Class 2 contains 97168 members 
Entering Unmasked Estep 
Score: -18894878.000000 Penalty: 3943.784668
	Iteration 2Q: 3 clusters Score -1.889488e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87171 members 
Mstep: Class 2 contains 99056 members 
Entering Unmasked Estep 
Score: -18895930.000000 Penalty: 3943.784668
	Iteration 3Q: 3 clusters Score -1.889593e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84318 members 
Mstep: Class 2 contains 101909 members 
Entering Unmasked Estep 
Score: -18897700.000000 Penalty: 3943.784668
	Iteration 4Q: 3 clusters Score -1.88977e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80183 members 
Mstep: Class 2 contains 106044 members 
Entering Unmasked Estep 
Score: -18900278.000000 Penalty: 3943.784668
	Iteration 5Q: 3 clusters Score -1.890028e+07 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 111957 members 
Entering Unmasked Estep 
Score: -18904928.000000 Penalty: 3943.784668
	Iteration 6Q: 3 clusters Score -1.890493e+07 nChanged 11271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 119514 members 
Entering Unmasked Estep 
Score: -18912068.000000 Penalty: 3943.784668
	Iteration 7F: 3 clusters Score -1.891207e+07 nChanged 12993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 127835 members 
Entering Unmasked Estep 
Score: -18922246.000000 Penalty: 3943.784668
	Iteration 8F: 3 clusters Score -1.892225e+07 nChanged 12963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52135 members 
Mstep: Class 2 contains 134092 members 
Entering Unmasked Estep 
Score: -18933848.000000 Penalty: 3943.784668
	Iteration 9F: 3 clusters Score -1.893385e+07 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 136613 members 
Entering Unmasked Estep 
Score: -18940542.000000 Penalty: 3943.784668
	Iteration 10F: 3 clusters Score -1.894054e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 136837 members 
Entering Unmasked Estep 
Score: -18942938.000000 Penalty: 3943.784668
	Iteration 11Q: 3 clusters Score -1.894294e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 136453 members 
Entering Unmasked Estep 
Score: -18943960.000000 Penalty: 3943.784668
	Iteration 12Q: 3 clusters Score -1.894396e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 135719 members 
Entering Unmasked Estep 
Score: -18944694.000000 Penalty: 3943.784668
	Iteration 13Q: 3 clusters Score -1.894469e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 134650 members 
Entering Unmasked Estep 
Score: -18945204.000000 Penalty: 3943.784668
	Iteration 14Q: 3 clusters Score -1.89452e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Mstep: Class 2 contains 133287 members 
Entering Unmasked Estep 
Score: -18945776.000000 Penalty: 3943.784668
	Iteration 15Q: 3 clusters Score -1.894578e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 131680 members 
Entering Unmasked Estep 
Score: -18946152.000000 Penalty: 3943.784668
	Iteration 16Q: 3 clusters Score -1.894615e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 129871 members 
Entering Unmasked Estep 
Score: -18946568.000000 Penalty: 3943.784668
	Iteration 17Q: 3 clusters Score -1.894657e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 127779 members 
Entering Unmasked Estep 
Score: -18947120.000000 Penalty: 3943.784668
	Iteration 18Q: 3 clusters Score -1.894712e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 125479 members 
Entering Unmasked Estep 
Score: -18947432.000000 Penalty: 3943.784668
	Iteration 19Q: 3 clusters Score -1.894743e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 123016 members 
Entering Unmasked Estep 
Score: -18947710.000000 Penalty: 3943.784668
	Iteration 20F: 3 clusters Score -1.894771e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 120374 members 
Entering Unmasked Estep 
Score: -18947982.000000 Penalty: 3943.784668
	Iteration 21Q: 3 clusters Score -1.894798e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68585 members 
Mstep: Class 2 contains 117642 members 
Entering Unmasked Estep 
Score: -18948128.000000 Penalty: 3943.784668
	Iteration 22Q: 3 clusters Score -1.894813e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71442 members 
Mstep: Class 2 contains 114785 members 
Entering Unmasked Estep 
Score: -18948584.000000 Penalty: 3943.784668
	Iteration 23Q: 3 clusters Score -1.894858e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74450 members 
Mstep: Class 2 contains 111777 members 
Entering Unmasked Estep 
Score: -18948858.000000 Penalty: 3943.784668
	Iteration 24Q: 3 clusters Score -1.894886e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 108408 members 
Entering Unmasked Estep 
Score: -18949198.000000 Penalty: 3943.784668
	Iteration 25Q: 3 clusters Score -1.89492e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81429 members 
Mstep: Class 2 contains 104798 members 
Entering Unmasked Estep 
Score: -18949454.000000 Penalty: 3943.784668
	Iteration 26Q: 3 clusters Score -1.894945e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85424 members 
Mstep: Class 2 contains 100803 members 
Entering Unmasked Estep 
Score: -18949752.000000 Penalty: 3943.784668
	Iteration 27Q: 3 clusters Score -1.894975e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89727 members 
Mstep: Class 2 contains 96500 members 
Entering Unmasked Estep 
Score: -18950048.000000 Penalty: 3943.784668
	Iteration 28Q: 3 clusters Score -1.895005e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94273 members 
Mstep: Class 2 contains 91954 members 
Entering Unmasked Estep 
Score: -18950488.000000 Penalty: 3943.784668
	Iteration 29Q: 3 clusters Score -1.895049e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98993 members 
Mstep: Class 2 contains 87234 members 
Entering Unmasked Estep 
Score: -18950926.000000 Penalty: 3943.784668
	Iteration 30Q: 3 clusters Score -1.895093e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103532 members 
Mstep: Class 2 contains 82695 members 
Entering Unmasked Estep 
Score: -18951296.000000 Penalty: 3943.784668
	Iteration 31Q: 3 clusters Score -1.89513e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107566 members 
Mstep: Class 2 contains 78661 members 
Entering Unmasked Estep 
Score: -18951264.000000 Penalty: 3943.784668
	Iteration 32Q: 3 clusters Score -1.895126e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111342 members 
Mstep: Class 2 contains 74885 members 
Entering Unmasked Estep 
Score: -18951338.000000 Penalty: 3943.784668
	Iteration 33Q: 3 clusters Score -1.895134e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114669 members 
Mstep: Class 2 contains 71558 members 
Entering Unmasked Estep 
Score: -18951288.000000 Penalty: 3943.784668
	Iteration 34Q: 3 clusters Score -1.895129e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117626 members 
Mstep: Class 2 contains 68601 members 
Entering Unmasked Estep 
Score: -18951360.000000 Penalty: 3943.784668
	Iteration 35Q: 3 clusters Score -1.895136e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120395 members 
Mstep: Class 2 contains 65832 members 
Entering Unmasked Estep 
Score: -18951306.000000 Penalty: 3943.784668
	Iteration 36Q: 3 clusters Score -1.895131e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123077 members 
Mstep: Class 2 contains 63150 members 
Entering Unmasked Estep 
Score: -18951330.000000 Penalty: 3943.784668
	Iteration 37Q: 3 clusters Score -1.895133e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125734 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -18951442.000000 Penalty: 3943.784668
	Iteration 38Q: 3 clusters Score -1.895144e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128227 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -18951576.000000 Penalty: 3943.784668
	Iteration 39Q: 3 clusters Score -1.895158e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130551 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -18952210.000000 Penalty: 3943.784668
	Iteration 40F: 3 clusters Score -1.895221e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133865 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
Score: -18952518.000000 Penalty: 3943.784668
	Iteration 41Q: 3 clusters Score -1.895252e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137103 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -18952844.000000 Penalty: 3943.784668
	Iteration 42Q: 3 clusters Score -1.895284e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140248 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -18953122.000000 Penalty: 3943.784668
	Iteration 43Q: 3 clusters Score -1.895312e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143309 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -18953456.000000 Penalty: 3943.784668
	Iteration 44Q: 3 clusters Score -1.895346e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146376 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -18954544.000000 Penalty: 3943.784668
	Iteration 45Q: 3 clusters Score -1.895454e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148866 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -18955176.000000 Penalty: 3943.784668
	Iteration 46Q: 3 clusters Score -1.895518e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151087 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -18955656.000000 Penalty: 3943.784668
	Iteration 47Q: 3 clusters Score -1.895566e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152980 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -18955982.000000 Penalty: 3943.784668
	Iteration 48Q: 3 clusters Score -1.895598e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154712 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -18956266.000000 Penalty: 3943.784668
	Iteration 49Q: 3 clusters Score -1.895627e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156161 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -18956500.000000 Penalty: 3943.784668
	Iteration 50Q: 3 clusters Score -1.89565e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157472 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -18956688.000000 Penalty: 3943.784668
	Iteration 51Q: 3 clusters Score -1.895669e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158626 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -18956818.000000 Penalty: 3943.784668
	Iteration 52Q: 3 clusters Score -1.895682e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159719 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -18956908.000000 Penalty: 3943.784668
	Iteration 53Q: 3 clusters Score -1.895691e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160681 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -18956978.000000 Penalty: 3943.784668
	Iteration 54Q: 3 clusters Score -1.895698e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161590 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -18957042.000000 Penalty: 3943.784668
	Iteration 55Q: 3 clusters Score -1.895704e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162442 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -18957074.000000 Penalty: 3943.784668
	Iteration 56Q: 3 clusters Score -1.895707e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163272 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -18957132.000000 Penalty: 3943.784668
	Iteration 57Q: 3 clusters Score -1.895713e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164025 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -18957160.000000 Penalty: 3943.784668
	Iteration 58Q: 3 clusters Score -1.895716e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164669 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -18957122.000000 Penalty: 3943.784668
	Iteration 59Q: 3 clusters Score -1.895712e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165299 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -18957152.000000 Penalty: 3943.784668
	Iteration 60F: 3 clusters Score -1.895715e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165886 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -18957148.000000 Penalty: 3943.784668
	Iteration 61Q: 3 clusters Score -1.895715e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166442 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -18957122.000000 Penalty: 3943.784668
	Iteration 62Q: 3 clusters Score -1.895712e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166957 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -18957054.000000 Penalty: 3943.784668
	Iteration 63Q: 3 clusters Score -1.895705e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167432 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -18956994.000000 Penalty: 3943.784668
	Iteration 64Q: 3 clusters Score -1.895699e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167818 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -18956908.000000 Penalty: 3943.784668
	Iteration 65Q: 3 clusters Score -1.895691e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168157 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -18956896.000000 Penalty: 3943.784668
	Iteration 66Q: 3 clusters Score -1.89569e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168504 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -18956866.000000 Penalty: 3943.784668
	Iteration 67Q: 3 clusters Score -1.895687e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168857 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -18956852.000000 Penalty: 3943.784668
	Iteration 68Q: 3 clusters Score -1.895685e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169173 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -18956884.000000 Penalty: 3943.784668
	Iteration 69Q: 3 clusters Score -1.895688e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169505 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -18956876.000000 Penalty: 3943.784668
	Iteration 70Q: 3 clusters Score -1.895688e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169804 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -18956842.000000 Penalty: 3943.784668
	Iteration 71Q: 3 clusters Score -1.895684e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170137 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -18956854.000000 Penalty: 3943.784668
	Iteration 72Q: 3 clusters Score -1.895685e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170468 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -18956884.000000 Penalty: 3943.784668
	Iteration 73Q: 3 clusters Score -1.895688e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170763 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -18956878.000000 Penalty: 3943.784668
	Iteration 74Q: 3 clusters Score -1.895688e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171058 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -18956932.000000 Penalty: 3943.784668
	Iteration 75Q: 3 clusters Score -1.895693e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171364 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -18956932.000000 Penalty: 3943.784668
	Iteration 76Q: 3 clusters Score -1.895693e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171666 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -18956910.000000 Penalty: 3943.784668
	Iteration 77Q: 3 clusters Score -1.895691e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171967 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -18956886.000000 Penalty: 3943.784668
	Iteration 78Q: 3 clusters Score -1.895689e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172263 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -18956892.000000 Penalty: 3943.784668
	Iteration 79Q: 3 clusters Score -1.895689e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172576 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -18956910.000000 Penalty: 3943.784668
	Iteration 80F: 3 clusters Score -1.895691e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172878 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -18956922.000000 Penalty: 3943.784668
	Iteration 81Q: 3 clusters Score -1.895692e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173173 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -18956936.000000 Penalty: 3943.784668
	Iteration 82Q: 3 clusters Score -1.895694e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173450 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -18956920.000000 Penalty: 3943.784668
	Iteration 83Q: 3 clusters Score -1.895692e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173727 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -18956868.000000 Penalty: 3943.784668
	Iteration 84Q: 3 clusters Score -1.895687e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174034 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -18956816.000000 Penalty: 3943.784668
	Iteration 85Q: 3 clusters Score -1.895682e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174332 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -18956844.000000 Penalty: 3943.784668
	Iteration 86Q: 3 clusters Score -1.895684e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174616 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -18956802.000000 Penalty: 3943.784668
	Iteration 87Q: 3 clusters Score -1.89568e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174876 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -18956798.000000 Penalty: 3943.784668
	Iteration 88Q: 3 clusters Score -1.89568e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175152 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -18956764.000000 Penalty: 3943.784668
	Iteration 89Q: 3 clusters Score -1.895676e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175416 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -18956736.000000 Penalty: 3943.784668
	Iteration 90Q: 3 clusters Score -1.895674e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175678 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -18956674.000000 Penalty: 3943.784668
	Iteration 91Q: 3 clusters Score -1.895667e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175966 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -18956734.000000 Penalty: 3943.784668
	Iteration 92Q: 3 clusters Score -1.895673e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176237 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -18956736.000000 Penalty: 3943.784668
	Iteration 93Q: 3 clusters Score -1.895674e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176517 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -18956708.000000 Penalty: 3943.784668
	Iteration 94Q: 3 clusters Score -1.895671e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176821 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -18956722.000000 Penalty: 3943.784668
	Iteration 95Q: 3 clusters Score -1.895672e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177133 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -18956746.000000 Penalty: 3943.784668
	Iteration 96Q: 3 clusters Score -1.895675e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177417 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -18956698.000000 Penalty: 3943.784668
	Iteration 97Q: 3 clusters Score -1.89567e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177710 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -18956638.000000 Penalty: 3943.784668
	Iteration 98Q: 3 clusters Score -1.895664e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178013 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -18956620.000000 Penalty: 3943.784668
	Iteration 99Q: 3 clusters Score -1.895662e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178297 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -18956618.000000 Penalty: 3943.784668
	Iteration 100F: 3 clusters Score -1.895662e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178590 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -18956572.000000 Penalty: 3943.784668
	Iteration 101Q: 3 clusters Score -1.895657e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178867 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -18956488.000000 Penalty: 3943.784668
	Iteration 102Q: 3 clusters Score -1.895649e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179134 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -18956476.000000 Penalty: 3943.784668
	Iteration 103Q: 3 clusters Score -1.895648e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179384 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -18956458.000000 Penalty: 3943.784668
	Iteration 104Q: 3 clusters Score -1.895646e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179648 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -18956448.000000 Penalty: 3943.784668
	Iteration 105Q: 3 clusters Score -1.895645e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179911 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -18956404.000000 Penalty: 3943.784668
	Iteration 106Q: 3 clusters Score -1.89564e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180180 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -18956364.000000 Penalty: 3943.784668
	Iteration 107Q: 3 clusters Score -1.895636e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180444 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -18956438.000000 Penalty: 3943.784668
	Iteration 108Q: 3 clusters Score -1.895644e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180688 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -18956384.000000 Penalty: 3943.784668
	Iteration 109Q: 3 clusters Score -1.895638e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180938 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -18956368.000000 Penalty: 3943.784668
	Iteration 110Q: 3 clusters Score -1.895637e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181180 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -18956318.000000 Penalty: 3943.784668
	Iteration 111Q: 3 clusters Score -1.895632e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181409 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -18956234.000000 Penalty: 3943.784668
	Iteration 112Q: 3 clusters Score -1.895623e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181608 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -18956226.000000 Penalty: 3943.784668
	Iteration 113Q: 3 clusters Score -1.895623e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181801 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -18956206.000000 Penalty: 3943.784668
	Iteration 114Q: 3 clusters Score -1.895621e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181974 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -18956244.000000 Penalty: 3943.784668
	Iteration 115Q: 3 clusters Score -1.895624e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182148 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -18956200.000000 Penalty: 3943.784668
	Iteration 116Q: 3 clusters Score -1.89562e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182326 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -18956182.000000 Penalty: 3943.784668
	Iteration 117Q: 3 clusters Score -1.895618e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182487 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -18956184.000000 Penalty: 3943.784668
	Iteration 118Q: 3 clusters Score -1.895618e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182640 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -18956190.000000 Penalty: 3943.784668
	Iteration 119Q: 3 clusters Score -1.895619e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182773 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -18956198.000000 Penalty: 3943.784668
	Iteration 120F: 3 clusters Score -1.89562e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182888 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -18956216.000000 Penalty: 3943.784668
	Iteration 121Q: 3 clusters Score -1.895622e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182999 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -18956182.000000 Penalty: 3943.784668
	Iteration 122Q: 3 clusters Score -1.895618e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183087 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -18956198.000000 Penalty: 3943.784668
	Iteration 123Q: 3 clusters Score -1.89562e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183167 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -18956152.000000 Penalty: 3943.784668
	Iteration 124Q: 3 clusters Score -1.895615e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183251 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -18956112.000000 Penalty: 3943.784668
	Iteration 125Q: 3 clusters Score -1.895611e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183323 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -18956122.000000 Penalty: 3943.784668
	Iteration 126Q: 3 clusters Score -1.895612e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183396 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -18956092.000000 Penalty: 3943.784668
	Iteration 127Q: 3 clusters Score -1.895609e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183461 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -18956122.000000 Penalty: 3943.784668
	Iteration 128Q: 3 clusters Score -1.895612e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183519 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -18956108.000000 Penalty: 3943.784668
	Iteration 129Q: 3 clusters Score -1.895611e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183584 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -18956090.000000 Penalty: 3943.784668
	Iteration 130Q: 3 clusters Score -1.895609e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183636 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -18956040.000000 Penalty: 3943.784668
	Iteration 131Q: 3 clusters Score -1.895604e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183700 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -18956052.000000 Penalty: 3943.784668
	Iteration 132Q: 3 clusters Score -1.895605e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183758 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -18956036.000000 Penalty: 3943.784668
	Iteration 133Q: 3 clusters Score -1.895604e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183823 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -18956066.000000 Penalty: 3943.784668
	Iteration 134Q: 3 clusters Score -1.895607e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183883 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -18956056.000000 Penalty: 3943.784668
	Iteration 135Q: 3 clusters Score -1.895606e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183936 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -18956032.000000 Penalty: 3943.784668
	Iteration 136Q: 3 clusters Score -1.895603e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183981 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -18956014.000000 Penalty: 3943.784668
	Iteration 137Q: 3 clusters Score -1.895601e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184010 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -18956010.000000 Penalty: 3943.784668
	Iteration 138Q: 3 clusters Score -1.895601e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184026 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -18956008.000000 Penalty: 3943.784668
	Iteration 139Q: 3 clusters Score -1.895601e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184045 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -18956006.000000 Penalty: 3943.784668
	Iteration 140F: 3 clusters Score -1.895601e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184066 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -18956002.000000 Penalty: 3943.784668
	Iteration 141Q: 3 clusters Score -1.8956e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184088 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -18955978.000000 Penalty: 3943.784668
	Iteration 142Q: 3 clusters Score -1.895598e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184120 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -18955976.000000 Penalty: 3943.784668
	Iteration 143Q: 3 clusters Score -1.895598e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184153 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -18956012.000000 Penalty: 3943.784668
	Iteration 144Q: 3 clusters Score -1.895601e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184179 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -18955992.000000 Penalty: 3943.784668
	Iteration 145Q: 3 clusters Score -1.895599e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184208 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -18955998.000000 Penalty: 3943.784668
	Iteration 146Q: 3 clusters Score -1.8956e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184232 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -18955992.000000 Penalty: 3943.784668
	Iteration 147Q: 3 clusters Score -1.895599e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184263 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -18955962.000000 Penalty: 3943.784668
	Iteration 148Q: 3 clusters Score -1.895596e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184292 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -18955946.000000 Penalty: 3943.784668
	Iteration 149Q: 3 clusters Score -1.895595e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184323 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -18955938.000000 Penalty: 3943.784668
	Iteration 150Q: 3 clusters Score -1.895594e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184351 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -18955956.000000 Penalty: 3943.784668
	Iteration 151Q: 3 clusters Score -1.895596e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184376 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -18955962.000000 Penalty: 3943.784668
	Iteration 152Q: 3 clusters Score -1.895596e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184393 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -18955968.000000 Penalty: 3943.784668
	Iteration 153Q: 3 clusters Score -1.895597e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184416 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -18955976.000000 Penalty: 3943.784668
	Iteration 154Q: 3 clusters Score -1.895598e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184436 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -18956004.000000 Penalty: 3943.784668
	Iteration 155Q: 3 clusters Score -1.8956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184451 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -18955986.000000 Penalty: 3943.784668
	Iteration 156Q: 3 clusters Score -1.895599e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184461 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -18955996.000000 Penalty: 3943.784668
	Iteration 157Q: 3 clusters Score -1.8956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184475 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -18955994.000000 Penalty: 3943.784668
	Iteration 158Q: 3 clusters Score -1.895599e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184491 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -18955998.000000 Penalty: 3943.784668
	Iteration 159Q: 3 clusters Score -1.8956e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184514 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -18956014.000000 Penalty: 3943.784668
	Iteration 160F: 3 clusters Score -1.895601e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184533 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -18956004.000000 Penalty: 3943.784668
	Iteration 161Q: 3 clusters Score -1.8956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184554 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -18955984.000000 Penalty: 3943.784668
	Iteration 162Q: 3 clusters Score -1.895598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184568 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -18956006.000000 Penalty: 3943.784668
	Iteration 163Q: 3 clusters Score -1.895601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184583 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -18956006.000000 Penalty: 3943.784668
	Iteration 164Q: 3 clusters Score -1.895601e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184603 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -18956016.000000 Penalty: 3943.784668
	Iteration 165Q: 3 clusters Score -1.895602e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184618 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -18956018.000000 Penalty: 3943.784668
	Iteration 166Q: 3 clusters Score -1.895602e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184631 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -18956000.000000 Penalty: 3943.784668
	Iteration 167Q: 3 clusters Score -1.8956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184638 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -18956008.000000 Penalty: 3943.784668
	Iteration 168Q: 3 clusters Score -1.895601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184647 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -18956018.000000 Penalty: 3943.784668
	Iteration 169Q: 3 clusters Score -1.895602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184653 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -18956004.000000 Penalty: 3943.784668
	Iteration 170Q: 3 clusters Score -1.8956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184660 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -18956010.000000 Penalty: 3943.784668
	Iteration 171Q: 3 clusters Score -1.895601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184667 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -18955998.000000 Penalty: 3943.784668
	Iteration 172Q: 3 clusters Score -1.8956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184678 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -18956002.000000 Penalty: 3943.784668
	Iteration 173Q: 3 clusters Score -1.8956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184688 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -18956000.000000 Penalty: 3943.784668
	Iteration 174Q: 3 clusters Score -1.8956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184697 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -18956020.000000 Penalty: 3943.784668
	Iteration 175Q: 3 clusters Score -1.895602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184709 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -18956022.000000 Penalty: 3943.784668
	Iteration 176Q: 3 clusters Score -1.895602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184722 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -18956016.000000 Penalty: 3943.784668
	Iteration 177Q: 3 clusters Score -1.895602e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184738 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -18956004.000000 Penalty: 3943.784668
	Iteration 178Q: 3 clusters Score -1.8956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184749 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -18956034.000000 Penalty: 3943.784668
	Iteration 179Q: 3 clusters Score -1.895603e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184762 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -18956028.000000 Penalty: 3943.784668
	Iteration 180F: 3 clusters Score -1.895603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184768 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -18956030.000000 Penalty: 3943.784668
	Iteration 181Q: 3 clusters Score -1.895603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184770 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -18956038.000000 Penalty: 3943.784668
	Iteration 182Q: 3 clusters Score -1.895604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184775 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -18956034.000000 Penalty: 3943.784668
	Iteration 183Q: 3 clusters Score -1.895603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184779 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -18956032.000000 Penalty: 3943.784668
	Iteration 184Q: 3 clusters Score -1.895603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184782 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -18956022.000000 Penalty: 3943.784668
	Iteration 185Q: 3 clusters Score -1.895602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184782 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -18956022.000000 Penalty: 3943.784668
	Iteration 186F: 3 clusters Score -1.895602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (136708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136708 members 
Entering Unmasked Estep 
Score: -13889995.000000 Penalty: 1921.660400
	Iteration 0F: 2 clusters Score -1.389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68344 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -13798817.000000 Penalty: 3843.320801
	Iteration 0F: 3 clusters Score -1.379882e+07 nChanged 65779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69193 members 
Mstep: Class 2 contains 67515 members 
Entering Unmasked Estep 
Score: -13837282.000000 Penalty: 3843.320801
	Iteration 1F: 3 clusters Score -1.383728e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69873 members 
Mstep: Class 2 contains 66835 members 
Entering Unmasked Estep 
Score: -13838421.000000 Penalty: 3843.320801
	Iteration 2Q: 3 clusters Score -1.383842e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70973 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
Score: -13840019.000000 Penalty: 3843.320801
	Iteration 3Q: 3 clusters Score -1.384002e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 63883 members 
Entering Unmasked Estep 
Score: -13842485.000000 Penalty: 3843.320801
	Iteration 4Q: 3 clusters Score -1.384248e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75474 members 
Mstep: Class 2 contains 61234 members 
Entering Unmasked Estep 
Score: -13846013.000000 Penalty: 3843.320801
	Iteration 5F: 3 clusters Score -1.384601e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78907 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -13850769.000000 Penalty: 3843.320801
	Iteration 6F: 3 clusters Score -1.385077e+07 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82916 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -13856919.000000 Penalty: 3843.320801
	Iteration 7F: 3 clusters Score -1.385692e+07 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86853 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -13863978.000000 Penalty: 3843.320801
	Iteration 8F: 3 clusters Score -1.386398e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89934 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -13869618.000000 Penalty: 3843.320801
	Iteration 9F: 3 clusters Score -1.386962e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92227 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -13872437.000000 Penalty: 3843.320801
	Iteration 10Q: 3 clusters Score -1.387244e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94323 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -13873676.000000 Penalty: 3843.320801
	Iteration 11Q: 3 clusters Score -1.387368e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96294 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -13874367.000000 Penalty: 3843.320801
	Iteration 12Q: 3 clusters Score -1.387437e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98242 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -13875148.000000 Penalty: 3843.320801
	Iteration 13Q: 3 clusters Score -1.387515e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100255 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -13875994.000000 Penalty: 3843.320801
	Iteration 14Q: 3 clusters Score -1.387599e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102262 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -13876734.000000 Penalty: 3843.320801
	Iteration 15Q: 3 clusters Score -1.387673e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104297 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -13877619.000000 Penalty: 3843.320801
	Iteration 16Q: 3 clusters Score -1.387762e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106330 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -13878259.000000 Penalty: 3843.320801
	Iteration 17Q: 3 clusters Score -1.387826e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108334 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -13879043.000000 Penalty: 3843.320801
	Iteration 18Q: 3 clusters Score -1.387904e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110286 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -13879775.000000 Penalty: 3843.320801
	Iteration 19Q: 3 clusters Score -1.387978e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112188 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -13880501.000000 Penalty: 3843.320801
	Iteration 20F: 3 clusters Score -1.38805e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114030 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -13881118.000000 Penalty: 3843.320801
	Iteration 21Q: 3 clusters Score -1.388112e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115764 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -13881780.000000 Penalty: 3843.320801
	Iteration 22Q: 3 clusters Score -1.388178e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117461 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -13882304.000000 Penalty: 3843.320801
	Iteration 23Q: 3 clusters Score -1.38823e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119089 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -13882834.000000 Penalty: 3843.320801
	Iteration 24Q: 3 clusters Score -1.388283e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120604 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -13883406.000000 Penalty: 3843.320801
	Iteration 25Q: 3 clusters Score -1.388341e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122107 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -13883919.000000 Penalty: 3843.320801
	Iteration 26Q: 3 clusters Score -1.388392e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123505 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -13884416.000000 Penalty: 3843.320801
	Iteration 27Q: 3 clusters Score -1.388442e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124769 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -13884846.000000 Penalty: 3843.320801
	Iteration 28Q: 3 clusters Score -1.388485e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125948 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -13885401.000000 Penalty: 3843.320801
	Iteration 29Q: 3 clusters Score -1.38854e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127007 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -13885736.000000 Penalty: 3843.320801
	Iteration 30Q: 3 clusters Score -1.388574e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128005 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -13886089.000000 Penalty: 3843.320801
	Iteration 31Q: 3 clusters Score -1.388609e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128887 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -13886400.000000 Penalty: 3843.320801
	Iteration 32Q: 3 clusters Score -1.38864e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129650 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -13886668.000000 Penalty: 3843.320801
	Iteration 33Q: 3 clusters Score -1.388667e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130379 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -13886904.000000 Penalty: 3843.320801
	Iteration 34Q: 3 clusters Score -1.38869e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131049 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -13887182.000000 Penalty: 3843.320801
	Iteration 35Q: 3 clusters Score -1.388718e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131632 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -13887381.000000 Penalty: 3843.320801
	Iteration 36Q: 3 clusters Score -1.388738e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132170 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -13887545.000000 Penalty: 3843.320801
	Iteration 37Q: 3 clusters Score -1.388754e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132632 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -13887713.000000 Penalty: 3843.320801
	Iteration 38Q: 3 clusters Score -1.388771e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133021 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -13887865.000000 Penalty: 3843.320801
	Iteration 39Q: 3 clusters Score -1.388786e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133354 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -13887983.000000 Penalty: 3843.320801
	Iteration 40F: 3 clusters Score -1.388798e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133630 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -13888070.000000 Penalty: 3843.320801
	Iteration 41Q: 3 clusters Score -1.388807e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133876 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -13888142.000000 Penalty: 3843.320801
	Iteration 42Q: 3 clusters Score -1.388814e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134082 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -13888231.000000 Penalty: 3843.320801
	Iteration 43Q: 3 clusters Score -1.388823e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134271 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -13888257.000000 Penalty: 3843.320801
	Iteration 44Q: 3 clusters Score -1.388826e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134412 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -13888322.000000 Penalty: 3843.320801
	Iteration 45Q: 3 clusters Score -1.388832e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134522 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -13888370.000000 Penalty: 3843.320801
	Iteration 46Q: 3 clusters Score -1.388837e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134623 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -13888393.000000 Penalty: 3843.320801
	Iteration 47Q: 3 clusters Score -1.388839e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134737 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -13888420.000000 Penalty: 3843.320801
	Iteration 48Q: 3 clusters Score -1.388842e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134819 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -13888442.000000 Penalty: 3843.320801
	Iteration 49Q: 3 clusters Score -1.388844e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134906 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -13888479.000000 Penalty: 3843.320801
	Iteration 50Q: 3 clusters Score -1.388848e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134979 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -13888472.000000 Penalty: 3843.320801
	Iteration 51Q: 3 clusters Score -1.388847e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135033 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -13888492.000000 Penalty: 3843.320801
	Iteration 52Q: 3 clusters Score -1.388849e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135090 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -13888495.000000 Penalty: 3843.320801
	Iteration 53Q: 3 clusters Score -1.38885e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135150 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -13888527.000000 Penalty: 3843.320801
	Iteration 54Q: 3 clusters Score -1.388853e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135203 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -13888529.000000 Penalty: 3843.320801
	Iteration 55Q: 3 clusters Score -1.388853e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135245 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -13888549.000000 Penalty: 3843.320801
	Iteration 56Q: 3 clusters Score -1.388855e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135290 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -13888564.000000 Penalty: 3843.320801
	Iteration 57Q: 3 clusters Score -1.388856e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135329 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -13888565.000000 Penalty: 3843.320801
	Iteration 58Q: 3 clusters Score -1.388856e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135359 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -13888572.000000 Penalty: 3843.320801
	Iteration 59Q: 3 clusters Score -1.388857e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135379 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -13888580.000000 Penalty: 3843.320801
	Iteration 60F: 3 clusters Score -1.388858e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135401 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -13888582.000000 Penalty: 3843.320801
	Iteration 61Q: 3 clusters Score -1.388858e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135420 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -13888580.000000 Penalty: 3843.320801
	Iteration 62Q: 3 clusters Score -1.388858e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135440 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -13888601.000000 Penalty: 3843.320801
	Iteration 63Q: 3 clusters Score -1.38886e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135459 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -13888593.000000 Penalty: 3843.320801
	Iteration 64Q: 3 clusters Score -1.388859e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135481 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -13888610.000000 Penalty: 3843.320801
	Iteration 65Q: 3 clusters Score -1.388861e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135502 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -13888633.000000 Penalty: 3843.320801
	Iteration 66Q: 3 clusters Score -1.388863e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135518 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -13888628.000000 Penalty: 3843.320801
	Iteration 67Q: 3 clusters Score -1.388863e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135533 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -13888622.000000 Penalty: 3843.320801
	Iteration 68Q: 3 clusters Score -1.388862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135545 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -13888617.000000 Penalty: 3843.320801
	Iteration 69Q: 3 clusters Score -1.388862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135559 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -13888621.000000 Penalty: 3843.320801
	Iteration 70Q: 3 clusters Score -1.388862e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135572 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -13888619.000000 Penalty: 3843.320801
	Iteration 71Q: 3 clusters Score -1.388862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135578 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -13888623.000000 Penalty: 3843.320801
	Iteration 72Q: 3 clusters Score -1.388862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135589 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -13888611.000000 Penalty: 3843.320801
	Iteration 73Q: 3 clusters Score -1.388861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135595 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -13888622.000000 Penalty: 3843.320801
	Iteration 74Q: 3 clusters Score -1.388862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135601 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -13888612.000000 Penalty: 3843.320801
	Iteration 75Q: 3 clusters Score -1.388861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135606 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -13888617.000000 Penalty: 3843.320801
	Iteration 76Q: 3 clusters Score -1.388862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135610 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -13888624.000000 Penalty: 3843.320801
	Iteration 77Q: 3 clusters Score -1.388862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135611 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -13888621.000000 Penalty: 3843.320801
	Iteration 78Q: 3 clusters Score -1.388862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135613 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -13888623.000000 Penalty: 3843.320801
	Iteration 79Q: 3 clusters Score -1.388862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135614 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -13888619.000000 Penalty: 3843.320801
	Iteration 80F: 3 clusters Score -1.388862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135615 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -13888625.000000 Penalty: 3843.320801
	Iteration 81Q: 3 clusters Score -1.388862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135620 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -13888632.000000 Penalty: 3843.320801
	Iteration 82Q: 3 clusters Score -1.388863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135625 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -13888635.000000 Penalty: 3843.320801
	Iteration 83Q: 3 clusters Score -1.388864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135630 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -13888625.000000 Penalty: 3843.320801
	Iteration 84Q: 3 clusters Score -1.388862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135633 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -13888632.000000 Penalty: 3843.320801
	Iteration 85Q: 3 clusters Score -1.388863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135634 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -13888625.000000 Penalty: 3843.320801
	Iteration 86Q: 3 clusters Score -1.388862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135635 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -13888625.000000 Penalty: 3843.320801
	Iteration 87Q: 3 clusters Score -1.388862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135636 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -13888633.000000 Penalty: 3843.320801
	Iteration 88Q: 3 clusters Score -1.388863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135636 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -13888633.000000 Penalty: 3843.320801
	Iteration 89F: 3 clusters Score -1.388863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Entering Unmasked Estep 
Score: -3735448.250000 Penalty: 1707.979126
	Iteration 0F: 2 clusters Score -3735448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -3710706.000000 Penalty: 3415.958252
	Iteration 0F: 3 clusters Score -3710706 nChanged 17100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -3720262.000000 Penalty: 3415.958252
	Iteration 1F: 3 clusters Score -3720262 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -3720725.750000 Penalty: 3415.958252
	Iteration 2Q: 3 clusters Score -3720726 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3721311.000000 Penalty: 3415.958252
	Iteration 3Q: 3 clusters Score -3721311 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -3722058.250000 Penalty: 3415.958252
	Iteration 4Q: 3 clusters Score -3722058 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3723106.000000 Penalty: 3415.958252
	Iteration 5F: 3 clusters Score -3723106 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -3724457.000000 Penalty: 3415.958252
	Iteration 6F: 3 clusters Score -3724457 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -3726221.000000 Penalty: 3415.958252
	Iteration 7F: 3 clusters Score -3726221 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -3728334.250000 Penalty: 3415.958252
	Iteration 8F: 3 clusters Score -3728334 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -3730386.750000 Penalty: 3415.958252
	Iteration 9F: 3 clusters Score -3730387 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3732036.500000 Penalty: 3415.958252
	Iteration 10Q: 3 clusters Score -3732036 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3733006.000000 Penalty: 3415.958252
	Iteration 11Q: 3 clusters Score -3733006 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3733473.250000 Penalty: 3415.958252
	Iteration 12Q: 3 clusters Score -3733473 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3733679.750000 Penalty: 3415.958252
	Iteration 13Q: 3 clusters Score -3733680 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3733810.250000 Penalty: 3415.958252
	Iteration 14Q: 3 clusters Score -3733810 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3733864.000000 Penalty: 3415.958252
	Iteration 15Q: 3 clusters Score -3733864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3733897.000000 Penalty: 3415.958252
	Iteration 16Q: 3 clusters Score -3733897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3733923.750000 Penalty: 3415.958252
	Iteration 17Q: 3 clusters Score -3733924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3733939.750000 Penalty: 3415.958252
	Iteration 18Q: 3 clusters Score -3733940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3733943.250000 Penalty: 3415.958252
	Iteration 19Q: 3 clusters Score -3733943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3733949.000000 Penalty: 3415.958252
	Iteration 20F: 3 clusters Score -3733949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3733953.750000 Penalty: 3415.958252
	Iteration 21Q: 3 clusters Score -3733954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3733958.250000 Penalty: 3415.958252
	Iteration 22Q: 3 clusters Score -3733958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3733959.250000 Penalty: 3415.958252
	Iteration 23Q: 3 clusters Score -3733959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3733959.250000 Penalty: 3415.958252
	Iteration 24F: 3 clusters Score -3733959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Entering Unmasked Estep 
Score: -711484.375000 Penalty: 1438.674072
	Iteration 0F: 2 clusters Score -711484.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -706264.937500 Penalty: 2877.348145
	Iteration 0F: 3 clusters Score -706264.9 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -707760.562500 Penalty: 2877.348145
	Iteration 1F: 3 clusters Score -707760.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -707935.812500 Penalty: 2877.348145
	Iteration 2F: 3 clusters Score -707935.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -708055.937500 Penalty: 2877.348145
	Iteration 3Q: 3 clusters Score -708055.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -708156.937500 Penalty: 2877.348145
	Iteration 4Q: 3 clusters Score -708156.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -708265.812500 Penalty: 2877.348145
	Iteration 5Q: 3 clusters Score -708265.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -708366.625000 Penalty: 2877.348145
	Iteration 6Q: 3 clusters Score -708366.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -708460.187500 Penalty: 2877.348145
	Iteration 7Q: 3 clusters Score -708460.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -708546.375000 Penalty: 2877.348145
	Iteration 8Q: 3 clusters Score -708546.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -708633.375000 Penalty: 2877.348145
	Iteration 9Q: 3 clusters Score -708633.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -708725.750000 Penalty: 2877.348145
	Iteration 10Q: 3 clusters Score -708725.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -708837.687500 Penalty: 2877.348145
	Iteration 11Q: 3 clusters Score -708837.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -708948.875000 Penalty: 2877.348145
	Iteration 12Q: 3 clusters Score -708948.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -709065.937500 Penalty: 2877.348145
	Iteration 13Q: 3 clusters Score -709065.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -709172.812500 Penalty: 2877.348145
	Iteration 14Q: 3 clusters Score -709172.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -709280.625000 Penalty: 2877.348145
	Iteration 15Q: 3 clusters Score -709280.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -709383.375000 Penalty: 2877.348145
	Iteration 16Q: 3 clusters Score -709383.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -709492.000000 Penalty: 2877.348145
	Iteration 17Q: 3 clusters Score -709492 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -709611.937500 Penalty: 2877.348145
	Iteration 18Q: 3 clusters Score -709611.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -709743.375000 Penalty: 2877.348145
	Iteration 19Q: 3 clusters Score -709743.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -709836.062500 Penalty: 2877.348145
	Iteration 20F: 3 clusters Score -709836.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -709893.812500 Penalty: 2877.348145
	Iteration 21Q: 3 clusters Score -709893.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -709946.312500 Penalty: 2877.348145
	Iteration 22Q: 3 clusters Score -709946.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -709989.812500 Penalty: 2877.348145
	Iteration 23Q: 3 clusters Score -709989.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -710021.812500 Penalty: 2877.348145
	Iteration 24Q: 3 clusters Score -710021.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -710049.875000 Penalty: 2877.348145
	Iteration 25Q: 3 clusters Score -710049.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -710073.500000 Penalty: 2877.348145
	Iteration 26Q: 3 clusters Score -710073.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -710092.375000 Penalty: 2877.348145
	Iteration 27Q: 3 clusters Score -710092.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -710115.750000 Penalty: 2877.348145
	Iteration 28Q: 3 clusters Score -710115.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -710140.500000 Penalty: 2877.348145
	Iteration 29Q: 3 clusters Score -710140.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -710156.375000 Penalty: 2877.348145
	Iteration 30Q: 3 clusters Score -710156.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -710167.375000 Penalty: 2877.348145
	Iteration 31Q: 3 clusters Score -710167.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -710180.812500 Penalty: 2877.348145
	Iteration 32Q: 3 clusters Score -710180.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -710195.187500 Penalty: 2877.348145
	Iteration 33Q: 3 clusters Score -710195.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -710205.625000 Penalty: 2877.348145
	Iteration 34Q: 3 clusters Score -710205.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -710215.937500 Penalty: 2877.348145
	Iteration 35Q: 3 clusters Score -710215.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -710222.500000 Penalty: 2877.348145
	Iteration 36Q: 3 clusters Score -710222.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -710231.625000 Penalty: 2877.348145
	Iteration 37Q: 3 clusters Score -710231.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -710236.375000 Penalty: 2877.348145
	Iteration 38Q: 3 clusters Score -710236.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -710242.000000 Penalty: 2877.348145
	Iteration 39Q: 3 clusters Score -710242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -710247.750000 Penalty: 2877.348145
	Iteration 40F: 3 clusters Score -710247.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -710251.187500 Penalty: 2877.348145
	Iteration 41Q: 3 clusters Score -710251.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -710256.437500 Penalty: 2877.348145
	Iteration 42Q: 3 clusters Score -710256.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -710255.312500 Penalty: 2877.348145
	Iteration 43Q: 3 clusters Score -710255.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -710259.062500 Penalty: 2877.348145
	Iteration 44Q: 3 clusters Score -710259.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -710266.062500 Penalty: 2877.348145
	Iteration 45Q: 3 clusters Score -710266.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -710267.625000 Penalty: 2877.348145
	Iteration 46Q: 3 clusters Score -710267.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -710268.562500 Penalty: 2877.348145
	Iteration 47Q: 3 clusters Score -710268.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -710269.187500 Penalty: 2877.348145
	Iteration 48Q: 3 clusters Score -710269.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -710271.125000 Penalty: 2877.348145
	Iteration 49Q: 3 clusters Score -710271.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -710272.875000 Penalty: 2877.348145
	Iteration 50Q: 3 clusters Score -710272.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -710274.750000 Penalty: 2877.348145
	Iteration 51Q: 3 clusters Score -710274.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -710277.375000 Penalty: 2877.348145
	Iteration 52Q: 3 clusters Score -710277.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -710282.812500 Penalty: 2877.348145
	Iteration 53Q: 3 clusters Score -710282.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -710284.062500 Penalty: 2877.348145
	Iteration 54Q: 3 clusters Score -710284.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -710286.687500 Penalty: 2877.348145
	Iteration 55Q: 3 clusters Score -710286.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -710288.625000 Penalty: 2877.348145
	Iteration 56Q: 3 clusters Score -710288.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -710289.625000 Penalty: 2877.348145
	Iteration 57Q: 3 clusters Score -710289.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -710288.500000 Penalty: 2877.348145
	Iteration 58Q: 3 clusters Score -710288.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -710290.000000 Penalty: 2877.348145
	Iteration 59Q: 3 clusters Score -710290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -710292.500000 Penalty: 2877.348145
	Iteration 60F: 3 clusters Score -710292.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -710292.062500 Penalty: 2877.348145
	Iteration 61Q: 3 clusters Score -710292.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -710293.250000 Penalty: 2877.348145
	Iteration 62Q: 3 clusters Score -710293.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -710294.562500 Penalty: 2877.348145
	Iteration 63Q: 3 clusters Score -710294.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -710297.812500 Penalty: 2877.348145
	Iteration 64Q: 3 clusters Score -710297.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -710300.562500 Penalty: 2877.348145
	Iteration 65Q: 3 clusters Score -710300.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -710304.500000 Penalty: 2877.348145
	Iteration 66Q: 3 clusters Score -710304.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -710308.875000 Penalty: 2877.348145
	Iteration 67Q: 3 clusters Score -710308.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -710309.875000 Penalty: 2877.348145
	Iteration 68Q: 3 clusters Score -710309.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -710311.875000 Penalty: 2877.348145
	Iteration 69Q: 3 clusters Score -710311.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -710317.125000 Penalty: 2877.348145
	Iteration 70Q: 3 clusters Score -710317.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -710321.625000 Penalty: 2877.348145
	Iteration 71Q: 3 clusters Score -710321.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -710327.375000 Penalty: 2877.348145
	Iteration 72Q: 3 clusters Score -710327.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -710329.750000 Penalty: 2877.348145
	Iteration 73Q: 3 clusters Score -710329.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -710333.812500 Penalty: 2877.348145
	Iteration 74Q: 3 clusters Score -710333.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -710333.875000 Penalty: 2877.348145
	Iteration 75Q: 3 clusters Score -710333.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -710334.687500 Penalty: 2877.348145
	Iteration 76Q: 3 clusters Score -710334.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -710335.625000 Penalty: 2877.348145
	Iteration 77Q: 3 clusters Score -710335.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -710335.625000 Penalty: 2877.348145
	Iteration 78F: 3 clusters Score -710335.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Entering Unmasked Estep 
Score: -335006.156250 Penalty: 1330.842407
	Iteration 0F: 2 clusters Score -335006.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -331933.906250 Penalty: 2661.684814
	Iteration 0F: 3 clusters Score -331933.9 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -332753.156250 Penalty: 2661.684814
	Iteration 1F: 3 clusters Score -332753.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -332995.750000 Penalty: 2661.684814
	Iteration 2F: 3 clusters Score -332995.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -333187.062500 Penalty: 2661.684814
	Iteration 3F: 3 clusters Score -333187.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -333333.312500 Penalty: 2661.684814
	Iteration 4F: 3 clusters Score -333333.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -333472.718750 Penalty: 2661.684814
	Iteration 5F: 3 clusters Score -333472.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -333605.156250 Penalty: 2661.684814
	Iteration 6F: 3 clusters Score -333605.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -333739.687500 Penalty: 2661.684814
	Iteration 7Q: 3 clusters Score -333739.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -333860.062500 Penalty: 2661.684814
	Iteration 8Q: 3 clusters Score -333860.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -333969.968750 Penalty: 2661.684814
	Iteration 9Q: 3 clusters Score -333970 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -334077.156250 Penalty: 2661.684814
	Iteration 10Q: 3 clusters Score -334077.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -334172.593750 Penalty: 2661.684814
	Iteration 11Q: 3 clusters Score -334172.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -334255.625000 Penalty: 2661.684814
	Iteration 12Q: 3 clusters Score -334255.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -334334.218750 Penalty: 2661.684814
	Iteration 13Q: 3 clusters Score -334334.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -334372.312500 Penalty: 2661.684814
	Iteration 14Q: 3 clusters Score -334372.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -334405.937500 Penalty: 2661.684814
	Iteration 15Q: 3 clusters Score -334405.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -334429.812500 Penalty: 2661.684814
	Iteration 16Q: 3 clusters Score -334429.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -334442.468750 Penalty: 2661.684814
	Iteration 17Q: 3 clusters Score -334442.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -334449.281250 Penalty: 2661.684814
	Iteration 18Q: 3 clusters Score -334449.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -334458.218750 Penalty: 2661.684814
	Iteration 19Q: 3 clusters Score -334458.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -334542.531250 Penalty: 2661.684814
	Iteration 20F: 3 clusters Score -334542.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -334726.218750 Penalty: 2661.684814
	Iteration 21Q: 3 clusters Score -334726.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -334752.187500 Penalty: 2661.684814
	Iteration 22Q: 3 clusters Score -334752.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -334766.218750 Penalty: 2661.684814
	Iteration 23Q: 3 clusters Score -334766.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -334771.687500 Penalty: 2661.684814
	Iteration 24Q: 3 clusters Score -334771.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -334775.656250 Penalty: 2661.684814
	Iteration 25Q: 3 clusters Score -334775.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -334777.375000 Penalty: 2661.684814
	Iteration 26Q: 3 clusters Score -334777.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -334779.062500 Penalty: 2661.684814
	Iteration 27Q: 3 clusters Score -334779.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -334782.437500 Penalty: 2661.684814
	Iteration 28Q: 3 clusters Score -334782.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -334783.125000 Penalty: 2661.684814
	Iteration 29Q: 3 clusters Score -334783.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -334783.843750 Penalty: 2661.684814
	Iteration 30Q: 3 clusters Score -334783.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -334786.312500 Penalty: 2661.684814
	Iteration 31Q: 3 clusters Score -334786.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -334787.437500 Penalty: 2661.684814
	Iteration 32Q: 3 clusters Score -334787.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -334788.437500 Penalty: 2661.684814
	Iteration 33Q: 3 clusters Score -334788.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -334788.437500 Penalty: 2661.684814
	Iteration 34F: 3 clusters Score -334788.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (154787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154787 members 
Entering Unmasked Estep 
Score: -15739459.000000 Penalty: 1941.843384
	Iteration 0F: 2 clusters Score -1.573946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77983 members 
Mstep: Class 2 contains 76804 members 
Entering Unmasked Estep 
Score: -15636642.000000 Penalty: 3883.686768
	Iteration 0F: 3 clusters Score -1.563664e+07 nChanged 74722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89365 members 
Mstep: Class 2 contains 65422 members 
Entering Unmasked Estep 
Score: -15682873.000000 Penalty: 3883.686768
	Iteration 1F: 3 clusters Score -1.568287e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96318 members 
Mstep: Class 2 contains 58469 members 
Entering Unmasked Estep 
Score: -15687102.000000 Penalty: 3883.686768
	Iteration 2F: 3 clusters Score -1.56871e+07 nChanged 11306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106462 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -15694812.000000 Penalty: 3883.686768
	Iteration 3F: 3 clusters Score -1.569481e+07 nChanged 13860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119510 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -15706881.000000 Penalty: 3883.686768
	Iteration 4F: 3 clusters Score -1.570688e+07 nChanged 13296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132384 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -15719720.000000 Penalty: 3883.686768
	Iteration 5F: 3 clusters Score -1.571972e+07 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141660 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -15729025.000000 Penalty: 3883.686768
	Iteration 6F: 3 clusters Score -1.572902e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146642 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -15733702.000000 Penalty: 3883.686768
	Iteration 7Q: 3 clusters Score -1.57337e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148961 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -15735740.000000 Penalty: 3883.686768
	Iteration 8Q: 3 clusters Score -1.573574e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150158 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -15736727.000000 Penalty: 3883.686768
	Iteration 9Q: 3 clusters Score -1.573673e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150901 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -15737192.000000 Penalty: 3883.686768
	Iteration 10Q: 3 clusters Score -1.573719e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151413 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -15737442.000000 Penalty: 3883.686768
	Iteration 11Q: 3 clusters Score -1.573744e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151830 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -15737597.000000 Penalty: 3883.686768
	Iteration 12Q: 3 clusters Score -1.57376e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152140 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -15737640.000000 Penalty: 3883.686768
	Iteration 13Q: 3 clusters Score -1.573764e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152361 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -15737688.000000 Penalty: 3883.686768
	Iteration 14Q: 3 clusters Score -1.573769e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152544 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -15737718.000000 Penalty: 3883.686768
	Iteration 15Q: 3 clusters Score -1.573772e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152692 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -15737792.000000 Penalty: 3883.686768
	Iteration 16Q: 3 clusters Score -1.573779e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152814 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -15737807.000000 Penalty: 3883.686768
	Iteration 17Q: 3 clusters Score -1.573781e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152922 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -15737816.000000 Penalty: 3883.686768
	Iteration 18Q: 3 clusters Score -1.573782e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153014 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -15737838.000000 Penalty: 3883.686768
	Iteration 19Q: 3 clusters Score -1.573784e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153092 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -15737849.000000 Penalty: 3883.686768
	Iteration 20F: 3 clusters Score -1.573785e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153146 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -15737881.000000 Penalty: 3883.686768
	Iteration 21Q: 3 clusters Score -1.573788e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153192 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -15737891.000000 Penalty: 3883.686768
	Iteration 22Q: 3 clusters Score -1.573789e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153230 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -15737898.000000 Penalty: 3883.686768
	Iteration 23Q: 3 clusters Score -1.57379e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153263 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -15737929.000000 Penalty: 3883.686768
	Iteration 24Q: 3 clusters Score -1.573793e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153282 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -15737910.000000 Penalty: 3883.686768
	Iteration 25Q: 3 clusters Score -1.573791e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153302 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -15737918.000000 Penalty: 3883.686768
	Iteration 26Q: 3 clusters Score -1.573792e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153324 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -15737926.000000 Penalty: 3883.686768
	Iteration 27Q: 3 clusters Score -1.573793e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153341 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -15737936.000000 Penalty: 3883.686768
	Iteration 28Q: 3 clusters Score -1.573794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153351 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -15737956.000000 Penalty: 3883.686768
	Iteration 29Q: 3 clusters Score -1.573796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153356 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -15737956.000000 Penalty: 3883.686768
	Iteration 30Q: 3 clusters Score -1.573796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153362 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -15737954.000000 Penalty: 3883.686768
	Iteration 31Q: 3 clusters Score -1.573795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153366 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -15737959.000000 Penalty: 3883.686768
	Iteration 32Q: 3 clusters Score -1.573796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153371 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -15737954.000000 Penalty: 3883.686768
	Iteration 33Q: 3 clusters Score -1.573795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153375 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -15737958.000000 Penalty: 3883.686768
	Iteration 34Q: 3 clusters Score -1.573796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153379 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -15737956.000000 Penalty: 3883.686768
	Iteration 35Q: 3 clusters Score -1.573796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153383 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -15737949.000000 Penalty: 3883.686768
	Iteration 36Q: 3 clusters Score -1.573795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153389 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -15737950.000000 Penalty: 3883.686768
	Iteration 37Q: 3 clusters Score -1.573795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153390 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -15737945.000000 Penalty: 3883.686768
	Iteration 38Q: 3 clusters Score -1.573794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153391 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -15737954.000000 Penalty: 3883.686768
	Iteration 39Q: 3 clusters Score -1.573795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153391 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -15737954.000000 Penalty: 3883.686768
	Iteration 40F: 3 clusters Score -1.573795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Entering Unmasked Estep 
Score: -305076.781250 Penalty: 1299.401611
	Iteration 0F: 2 clusters Score -305076.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -302366.656250 Penalty: 2598.803223
	Iteration 0F: 3 clusters Score -302366.7 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -303022.406250 Penalty: 2598.803223
	Iteration 1F: 3 clusters Score -303022.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -303150.625000 Penalty: 2598.803223
	Iteration 2F: 3 clusters Score -303150.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -303227.406250 Penalty: 2598.803223
	Iteration 3Q: 3 clusters Score -303227.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -303283.250000 Penalty: 2598.803223
	Iteration 4Q: 3 clusters Score -303283.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -303346.937500 Penalty: 2598.803223
	Iteration 5Q: 3 clusters Score -303346.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -303423.156250 Penalty: 2598.803223
	Iteration 6Q: 3 clusters Score -303423.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -303527.468750 Penalty: 2598.803223
	Iteration 7Q: 3 clusters Score -303527.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -303660.843750 Penalty: 2598.803223
	Iteration 8Q: 3 clusters Score -303660.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -303772.875000 Penalty: 2598.803223
	Iteration 9Q: 3 clusters Score -303772.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -303897.968750 Penalty: 2598.803223
	Iteration 10Q: 3 clusters Score -303898 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -304037.875000 Penalty: 2598.803223
	Iteration 11Q: 3 clusters Score -304037.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -304139.500000 Penalty: 2598.803223
	Iteration 12Q: 3 clusters Score -304139.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -304221.750000 Penalty: 2598.803223
	Iteration 13Q: 3 clusters Score -304221.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -304281.687500 Penalty: 2598.803223
	Iteration 14Q: 3 clusters Score -304281.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -304323.750000 Penalty: 2598.803223
	Iteration 15Q: 3 clusters Score -304323.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -304366.281250 Penalty: 2598.803223
	Iteration 16Q: 3 clusters Score -304366.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -304405.500000 Penalty: 2598.803223
	Iteration 17Q: 3 clusters Score -304405.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -304426.062500 Penalty: 2598.803223
	Iteration 18Q: 3 clusters Score -304426.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -304433.625000 Penalty: 2598.803223
	Iteration 19Q: 3 clusters Score -304433.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -304439.031250 Penalty: 2598.803223
	Iteration 20F: 3 clusters Score -304439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -304444.781250 Penalty: 2598.803223
	Iteration 21Q: 3 clusters Score -304444.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -304447.812500 Penalty: 2598.803223
	Iteration 22Q: 3 clusters Score -304447.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -304447.718750 Penalty: 2598.803223
	Iteration 23Q: 3 clusters Score -304447.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -304447.718750 Penalty: 2598.803223
	Iteration 24F: 3 clusters Score -304447.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (164291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164291 members 
Entering Unmasked Estep 
Score: -16549262.000000 Penalty: 1951.526611
	Iteration 0F: 2 clusters Score -1.654926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82131 members 
Mstep: Class 2 contains 82160 members 
Entering Unmasked Estep 
Score: -16442278.000000 Penalty: 3903.053223
	Iteration 0F: 3 clusters Score -1.644228e+07 nChanged 79667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84102 members 
Mstep: Class 2 contains 80189 members 
Entering Unmasked Estep 
Score: -16489971.000000 Penalty: 3903.053223
	Iteration 1F: 3 clusters Score -1.648997e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84976 members 
Mstep: Class 2 contains 79315 members 
Entering Unmasked Estep 
Score: -16491198.000000 Penalty: 3903.053223
	Iteration 2Q: 3 clusters Score -1.64912e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86317 members 
Mstep: Class 2 contains 77974 members 
Entering Unmasked Estep 
Score: -16492604.000000 Penalty: 3903.053223
	Iteration 3Q: 3 clusters Score -1.64926e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88218 members 
Mstep: Class 2 contains 76073 members 
Entering Unmasked Estep 
Score: -16494828.000000 Penalty: 3903.053223
	Iteration 4Q: 3 clusters Score -1.649483e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90863 members 
Mstep: Class 2 contains 73428 members 
Entering Unmasked Estep 
Score: -16498358.000000 Penalty: 3903.053223
	Iteration 5Q: 3 clusters Score -1.649836e+07 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93999 members 
Mstep: Class 2 contains 70292 members 
Entering Unmasked Estep 
Score: -16504200.000000 Penalty: 3903.053223
	Iteration 6F: 3 clusters Score -1.65042e+07 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 67095 members 
Entering Unmasked Estep 
Score: -16513215.000000 Penalty: 3903.053223
	Iteration 7F: 3 clusters Score -1.651322e+07 nChanged 11741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99313 members 
Mstep: Class 2 contains 64978 members 
Entering Unmasked Estep 
Score: -16522283.000000 Penalty: 3903.053223
	Iteration 8F: 3 clusters Score -1.652228e+07 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99988 members 
Mstep: Class 2 contains 64303 members 
Entering Unmasked Estep 
Score: -16527826.000000 Penalty: 3903.053223
	Iteration 9F: 3 clusters Score -1.652783e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99936 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -16530323.000000 Penalty: 3903.053223
	Iteration 10Q: 3 clusters Score -1.653032e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99583 members 
Mstep: Class 2 contains 64708 members 
Entering Unmasked Estep 
Score: -16531757.000000 Penalty: 3903.053223
	Iteration 11Q: 3 clusters Score -1.653176e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99000 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -16533420.000000 Penalty: 3903.053223
	Iteration 12Q: 3 clusters Score -1.653342e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98308 members 
Mstep: Class 2 contains 65983 members 
Entering Unmasked Estep 
Score: -16534866.000000 Penalty: 3903.053223
	Iteration 13Q: 3 clusters Score -1.653487e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97550 members 
Mstep: Class 2 contains 66741 members 
Entering Unmasked Estep 
Score: -16536170.000000 Penalty: 3903.053223
	Iteration 14Q: 3 clusters Score -1.653617e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96711 members 
Mstep: Class 2 contains 67580 members 
Entering Unmasked Estep 
Score: -16537154.000000 Penalty: 3903.053223
	Iteration 15Q: 3 clusters Score -1.653715e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95834 members 
Mstep: Class 2 contains 68457 members 
Entering Unmasked Estep 
Score: -16538136.000000 Penalty: 3903.053223
	Iteration 16Q: 3 clusters Score -1.653814e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94914 members 
Mstep: Class 2 contains 69377 members 
Entering Unmasked Estep 
Score: -16538937.000000 Penalty: 3903.053223
	Iteration 17Q: 3 clusters Score -1.653894e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93930 members 
Mstep: Class 2 contains 70361 members 
Entering Unmasked Estep 
Score: -16539734.000000 Penalty: 3903.053223
	Iteration 18Q: 3 clusters Score -1.653973e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92882 members 
Mstep: Class 2 contains 71409 members 
Entering Unmasked Estep 
Score: -16540111.000000 Penalty: 3903.053223
	Iteration 19Q: 3 clusters Score -1.654011e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91886 members 
Mstep: Class 2 contains 72405 members 
Entering Unmasked Estep 
Score: -16540310.000000 Penalty: 3903.053223
	Iteration 20F: 3 clusters Score -1.654031e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 73400 members 
Entering Unmasked Estep 
Score: -16540556.000000 Penalty: 3903.053223
	Iteration 21Q: 3 clusters Score -1.654056e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Mstep: Class 2 contains 74378 members 
Entering Unmasked Estep 
Score: -16540672.000000 Penalty: 3903.053223
	Iteration 22Q: 3 clusters Score -1.654067e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89045 members 
Mstep: Class 2 contains 75246 members 
Entering Unmasked Estep 
Score: -16540751.000000 Penalty: 3903.053223
	Iteration 23Q: 3 clusters Score -1.654075e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88248 members 
Mstep: Class 2 contains 76043 members 
Entering Unmasked Estep 
Score: -16540799.000000 Penalty: 3903.053223
	Iteration 24Q: 3 clusters Score -1.65408e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87484 members 
Mstep: Class 2 contains 76807 members 
Entering Unmasked Estep 
Score: -16540808.000000 Penalty: 3903.053223
	Iteration 25Q: 3 clusters Score -1.654081e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86791 members 
Mstep: Class 2 contains 77500 members 
Entering Unmasked Estep 
Score: -16540793.000000 Penalty: 3903.053223
	Iteration 26Q: 3 clusters Score -1.654079e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86184 members 
Mstep: Class 2 contains 78107 members 
Entering Unmasked Estep 
Score: -16540825.000000 Penalty: 3903.053223
	Iteration 27Q: 3 clusters Score -1.654082e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85646 members 
Mstep: Class 2 contains 78645 members 
Entering Unmasked Estep 
Score: -16540825.000000 Penalty: 3903.053223
	Iteration 28Q: 3 clusters Score -1.654082e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85203 members 
Mstep: Class 2 contains 79088 members 
Entering Unmasked Estep 
Score: -16540856.000000 Penalty: 3903.053223
	Iteration 29Q: 3 clusters Score -1.654086e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84793 members 
Mstep: Class 2 contains 79498 members 
Entering Unmasked Estep 
Score: -16540850.000000 Penalty: 3903.053223
	Iteration 30Q: 3 clusters Score -1.654085e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84457 members 
Mstep: Class 2 contains 79834 members 
Entering Unmasked Estep 
Score: -16540855.000000 Penalty: 3903.053223
	Iteration 31Q: 3 clusters Score -1.654086e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84151 members 
Mstep: Class 2 contains 80140 members 
Entering Unmasked Estep 
Score: -16540858.000000 Penalty: 3903.053223
	Iteration 32Q: 3 clusters Score -1.654086e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83910 members 
Mstep: Class 2 contains 80381 members 
Entering Unmasked Estep 
Score: -16540869.000000 Penalty: 3903.053223
	Iteration 33Q: 3 clusters Score -1.654087e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83692 members 
Mstep: Class 2 contains 80599 members 
Entering Unmasked Estep 
Score: -16540878.000000 Penalty: 3903.053223
	Iteration 34Q: 3 clusters Score -1.654088e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83498 members 
Mstep: Class 2 contains 80793 members 
Entering Unmasked Estep 
Score: -16540872.000000 Penalty: 3903.053223
	Iteration 35Q: 3 clusters Score -1.654087e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83328 members 
Mstep: Class 2 contains 80963 members 
Entering Unmasked Estep 
Score: -16540856.000000 Penalty: 3903.053223
	Iteration 36Q: 3 clusters Score -1.654086e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83167 members 
Mstep: Class 2 contains 81124 members 
Entering Unmasked Estep 
Score: -16540891.000000 Penalty: 3903.053223
	Iteration 37Q: 3 clusters Score -1.654089e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83040 members 
Mstep: Class 2 contains 81251 members 
Entering Unmasked Estep 
Score: -16540925.000000 Penalty: 3903.053223
	Iteration 38Q: 3 clusters Score -1.654092e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 81324 members 
Entering Unmasked Estep 
Score: -16540924.000000 Penalty: 3903.053223
	Iteration 39Q: 3 clusters Score -1.654092e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82885 members 
Mstep: Class 2 contains 81406 members 
Entering Unmasked Estep 
Score: -16540916.000000 Penalty: 3903.053223
	Iteration 40F: 3 clusters Score -1.654092e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82799 members 
Mstep: Class 2 contains 81492 members 
Entering Unmasked Estep 
Score: -16540928.000000 Penalty: 3903.053223
	Iteration 41Q: 3 clusters Score -1.654093e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82712 members 
Mstep: Class 2 contains 81579 members 
Entering Unmasked Estep 
Score: -16540941.000000 Penalty: 3903.053223
	Iteration 42Q: 3 clusters Score -1.654094e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82637 members 
Mstep: Class 2 contains 81654 members 
Entering Unmasked Estep 
Score: -16540951.000000 Penalty: 3903.053223
	Iteration 43Q: 3 clusters Score -1.654095e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 81709 members 
Entering Unmasked Estep 
Score: -16540930.000000 Penalty: 3903.053223
	Iteration 44Q: 3 clusters Score -1.654093e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82521 members 
Mstep: Class 2 contains 81770 members 
Entering Unmasked Estep 
Score: -16540933.000000 Penalty: 3903.053223
	Iteration 45Q: 3 clusters Score -1.654093e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82471 members 
Mstep: Class 2 contains 81820 members 
Entering Unmasked Estep 
Score: -16540934.000000 Penalty: 3903.053223
	Iteration 46Q: 3 clusters Score -1.654093e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82421 members 
Mstep: Class 2 contains 81870 members 
Entering Unmasked Estep 
Score: -16540930.000000 Penalty: 3903.053223
	Iteration 47Q: 3 clusters Score -1.654093e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82369 members 
Mstep: Class 2 contains 81922 members 
Entering Unmasked Estep 
Score: -16540944.000000 Penalty: 3903.053223
	Iteration 48Q: 3 clusters Score -1.654094e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82329 members 
Mstep: Class 2 contains 81962 members 
Entering Unmasked Estep 
Score: -16540942.000000 Penalty: 3903.053223
	Iteration 49Q: 3 clusters Score -1.654094e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 82005 members 
Entering Unmasked Estep 
Score: -16540931.000000 Penalty: 3903.053223
	Iteration 50Q: 3 clusters Score -1.654093e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82253 members 
Mstep: Class 2 contains 82038 members 
Entering Unmasked Estep 
Score: -16540955.000000 Penalty: 3903.053223
	Iteration 51Q: 3 clusters Score -1.654096e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82213 members 
Mstep: Class 2 contains 82078 members 
Entering Unmasked Estep 
Score: -16540923.000000 Penalty: 3903.053223
	Iteration 52Q: 3 clusters Score -1.654092e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 82121 members 
Entering Unmasked Estep 
Score: -16540902.000000 Penalty: 3903.053223
	Iteration 53Q: 3 clusters Score -1.65409e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82120 members 
Mstep: Class 2 contains 82171 members 
Entering Unmasked Estep 
Score: -16540911.000000 Penalty: 3903.053223
	Iteration 54Q: 3 clusters Score -1.654091e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 82214 members 
Entering Unmasked Estep 
Score: -16540932.000000 Penalty: 3903.053223
	Iteration 55Q: 3 clusters Score -1.654093e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82051 members 
Mstep: Class 2 contains 82240 members 
Entering Unmasked Estep 
Score: -16540938.000000 Penalty: 3903.053223
	Iteration 56Q: 3 clusters Score -1.654094e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82032 members 
Mstep: Class 2 contains 82259 members 
Entering Unmasked Estep 
Score: -16540929.000000 Penalty: 3903.053223
	Iteration 57Q: 3 clusters Score -1.654093e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82018 members 
Mstep: Class 2 contains 82273 members 
Entering Unmasked Estep 
Score: -16540948.000000 Penalty: 3903.053223
	Iteration 58Q: 3 clusters Score -1.654095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82013 members 
Mstep: Class 2 contains 82278 members 
Entering Unmasked Estep 
Score: -16540941.000000 Penalty: 3903.053223
	Iteration 59Q: 3 clusters Score -1.654094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82005 members 
Mstep: Class 2 contains 82286 members 
Entering Unmasked Estep 
Score: -16540939.000000 Penalty: 3903.053223
	Iteration 60F: 3 clusters Score -1.654094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82000 members 
Mstep: Class 2 contains 82291 members 
Entering Unmasked Estep 
Score: -16540936.000000 Penalty: 3903.053223
	Iteration 61Q: 3 clusters Score -1.654094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81991 members 
Mstep: Class 2 contains 82300 members 
Entering Unmasked Estep 
Score: -16540939.000000 Penalty: 3903.053223
	Iteration 62Q: 3 clusters Score -1.654094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81976 members 
Mstep: Class 2 contains 82315 members 
Entering Unmasked Estep 
Score: -16540950.000000 Penalty: 3903.053223
	Iteration 63Q: 3 clusters Score -1.654095e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81966 members 
Mstep: Class 2 contains 82325 members 
Entering Unmasked Estep 
Score: -16540950.000000 Penalty: 3903.053223
	Iteration 64Q: 3 clusters Score -1.654095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 82330 members 
Entering Unmasked Estep 
Score: -16540943.000000 Penalty: 3903.053223
	Iteration 65Q: 3 clusters Score -1.654094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81955 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -16540941.000000 Penalty: 3903.053223
	Iteration 66Q: 3 clusters Score -1.654094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81947 members 
Mstep: Class 2 contains 82344 members 
Entering Unmasked Estep 
Score: -16540939.000000 Penalty: 3903.053223
	Iteration 67Q: 3 clusters Score -1.654094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81940 members 
Mstep: Class 2 contains 82351 members 
Entering Unmasked Estep 
Score: -16540931.000000 Penalty: 3903.053223
	Iteration 68Q: 3 clusters Score -1.654093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81934 members 
Mstep: Class 2 contains 82357 members 
Entering Unmasked Estep 
Score: -16540936.000000 Penalty: 3903.053223
	Iteration 69Q: 3 clusters Score -1.654094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 82362 members 
Entering Unmasked Estep 
Score: -16540933.000000 Penalty: 3903.053223
	Iteration 70Q: 3 clusters Score -1.654093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81922 members 
Mstep: Class 2 contains 82369 members 
Entering Unmasked Estep 
Score: -16540929.000000 Penalty: 3903.053223
	Iteration 71Q: 3 clusters Score -1.654093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81918 members 
Mstep: Class 2 contains 82373 members 
Entering Unmasked Estep 
Score: -16540918.000000 Penalty: 3903.053223
	Iteration 72Q: 3 clusters Score -1.654092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81913 members 
Mstep: Class 2 contains 82378 members 
Entering Unmasked Estep 
Score: -16540922.000000 Penalty: 3903.053223
	Iteration 73Q: 3 clusters Score -1.654092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81908 members 
Mstep: Class 2 contains 82383 members 
Entering Unmasked Estep 
Score: -16540922.000000 Penalty: 3903.053223
	Iteration 74Q: 3 clusters Score -1.654092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81905 members 
Mstep: Class 2 contains 82386 members 
Entering Unmasked Estep 
Score: -16540917.000000 Penalty: 3903.053223
	Iteration 75Q: 3 clusters Score -1.654092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 82388 members 
Entering Unmasked Estep 
Score: -16540916.000000 Penalty: 3903.053223
	Iteration 76Q: 3 clusters Score -1.654092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81902 members 
Mstep: Class 2 contains 82389 members 
Entering Unmasked Estep 
Score: -16540912.000000 Penalty: 3903.053223
	Iteration 77Q: 3 clusters Score -1.654091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81901 members 
Mstep: Class 2 contains 82390 members 
Entering Unmasked Estep 
Score: -16540911.000000 Penalty: 3903.053223
	Iteration 78Q: 3 clusters Score -1.654091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 82393 members 
Entering Unmasked Estep 
Score: -16540925.000000 Penalty: 3903.053223
	Iteration 79Q: 3 clusters Score -1.654092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81894 members 
Mstep: Class 2 contains 82397 members 
Entering Unmasked Estep 
Score: -16540919.000000 Penalty: 3903.053223
	Iteration 80F: 3 clusters Score -1.654092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81890 members 
Mstep: Class 2 contains 82401 members 
Entering Unmasked Estep 
Score: -16540907.000000 Penalty: 3903.053223
	Iteration 81Q: 3 clusters Score -1.654091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81885 members 
Mstep: Class 2 contains 82406 members 
Entering Unmasked Estep 
Score: -16540915.000000 Penalty: 3903.053223
	Iteration 82Q: 3 clusters Score -1.654092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81881 members 
Mstep: Class 2 contains 82410 members 
Entering Unmasked Estep 
Score: -16540911.000000 Penalty: 3903.053223
	Iteration 83Q: 3 clusters Score -1.654091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81878 members 
Mstep: Class 2 contains 82413 members 
Entering Unmasked Estep 
Score: -16540923.000000 Penalty: 3903.053223
	Iteration 84Q: 3 clusters Score -1.654092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81875 members 
Mstep: Class 2 contains 82416 members 
Entering Unmasked Estep 
Score: -16540931.000000 Penalty: 3903.053223
	Iteration 85Q: 3 clusters Score -1.654093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81875 members 
Mstep: Class 2 contains 82416 members 
Entering Unmasked Estep 
Score: -16540933.000000 Penalty: 3903.053223
	Iteration 86Q: 3 clusters Score -1.654093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81875 members 
Mstep: Class 2 contains 82416 members 
Entering Unmasked Estep 
Score: -16540933.000000 Penalty: 3903.053223
	Iteration 87F: 3 clusters Score -1.654093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (198433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198433 members 
Entering Unmasked Estep 
Score: -20294076.000000 Penalty: 1982.208618
	Iteration 0F: 2 clusters Score -2.029408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99555 members 
Mstep: Class 2 contains 98878 members 
Entering Unmasked Estep 
Score: -20177048.000000 Penalty: 3964.417236
	Iteration 0F: 3 clusters Score -2.017705e+07 nChanged 96563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109228 members 
Mstep: Class 2 contains 89205 members 
Entering Unmasked Estep 
Score: -20236594.000000 Penalty: 3964.417236
	Iteration 1F: 3 clusters Score -2.023659e+07 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116105 members 
Mstep: Class 2 contains 82328 members 
Entering Unmasked Estep 
Score: -20241452.000000 Penalty: 3964.417236
	Iteration 2F: 3 clusters Score -2.024145e+07 nChanged 13672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125661 members 
Mstep: Class 2 contains 72772 members 
Entering Unmasked Estep 
Score: -20249200.000000 Penalty: 3964.417236
	Iteration 3F: 3 clusters Score -2.02492e+07 nChanged 15464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136779 members 
Mstep: Class 2 contains 61654 members 
Entering Unmasked Estep 
Score: -20258944.000000 Penalty: 3964.417236
	Iteration 4F: 3 clusters Score -2.025894e+07 nChanged 14736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147903 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -20269138.000000 Penalty: 3964.417236
	Iteration 5F: 3 clusters Score -2.026914e+07 nChanged 12789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159306 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -20277306.000000 Penalty: 3964.417236
	Iteration 6F: 3 clusters Score -2.027731e+07 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171710 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -20283000.000000 Penalty: 3964.417236
	Iteration 7F: 3 clusters Score -2.0283e+07 nChanged 12002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183710 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -20287876.000000 Penalty: 3964.417236
	Iteration 8F: 3 clusters Score -2.028788e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192356 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -20290810.000000 Penalty: 3964.417236
	Iteration 9Q: 3 clusters Score -2.029081e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196471 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -20291774.000000 Penalty: 3964.417236
	Iteration 10Q: 3 clusters Score -2.029177e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197751 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -20292062.000000 Penalty: 3964.417236
	Iteration 11Q: 3 clusters Score -2.029206e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198072 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -20292162.000000 Penalty: 3964.417236
	Iteration 12Q: 3 clusters Score -2.029216e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198173 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -20292258.000000 Penalty: 3964.417236
	Iteration 13Q: 3 clusters Score -2.029226e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198201 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20292314.000000 Penalty: 3964.417236
	Iteration 14Q: 3 clusters Score -2.029231e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198213 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20292304.000000 Penalty: 3964.417236
	Iteration 15Q: 3 clusters Score -2.02923e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198214 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20292302.000000 Penalty: 3964.417236
	Iteration 16Q: 3 clusters Score -2.02923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198223 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20292324.000000 Penalty: 3964.417236
	Iteration 17Q: 3 clusters Score -2.029232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198225 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20292328.000000 Penalty: 3964.417236
	Iteration 18Q: 3 clusters Score -2.029233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198228 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20292322.000000 Penalty: 3964.417236
	Iteration 19Q: 3 clusters Score -2.029232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198233 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20292350.000000 Penalty: 3964.417236
	Iteration 20F: 3 clusters Score -2.029235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198239 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20292372.000000 Penalty: 3964.417236
	Iteration 21Q: 3 clusters Score -2.029237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198240 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20292386.000000 Penalty: 3964.417236
	Iteration 22Q: 3 clusters Score -2.029239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198241 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20292390.000000 Penalty: 3964.417236
	Iteration 23Q: 3 clusters Score -2.029239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198240 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20292392.000000 Penalty: 3964.417236
	Iteration 24Q: 3 clusters Score -2.029239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198240 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20292392.000000 Penalty: 3964.417236
	Iteration 25F: 3 clusters Score -2.029239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Entering Unmasked Estep 
Score: -6859731.000000 Penalty: 1807.166260
	Iteration 0F: 2 clusters Score -6859731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -6814651.500000 Penalty: 3614.332520
	Iteration 0F: 3 clusters Score -6814652 nChanged 31826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -6833936.500000 Penalty: 3614.332520
	Iteration 1F: 3 clusters Score -6833936 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -6835436.500000 Penalty: 3614.332520
	Iteration 2Q: 3 clusters Score -6835436 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -6837526.500000 Penalty: 3614.332520
	Iteration 3F: 3 clusters Score -6837526 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -6840476.500000 Penalty: 3614.332520
	Iteration 4F: 3 clusters Score -6840476 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -6844185.500000 Penalty: 3614.332520
	Iteration 5F: 3 clusters Score -6844186 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -6847791.500000 Penalty: 3614.332520
	Iteration 6F: 3 clusters Score -6847792 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -6850162.500000 Penalty: 3614.332520
	Iteration 7F: 3 clusters Score -6850162 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -6851124.000000 Penalty: 3614.332520
	Iteration 8Q: 3 clusters Score -6851124 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -6851427.000000 Penalty: 3614.332520
	Iteration 9Q: 3 clusters Score -6851427 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -6851644.500000 Penalty: 3614.332520
	Iteration 10Q: 3 clusters Score -6851644 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -6851788.500000 Penalty: 3614.332520
	Iteration 11Q: 3 clusters Score -6851788 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -6851940.500000 Penalty: 3614.332520
	Iteration 12Q: 3 clusters Score -6851940 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -6852061.500000 Penalty: 3614.332520
	Iteration 13Q: 3 clusters Score -6852062 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -6852190.500000 Penalty: 3614.332520
	Iteration 14Q: 3 clusters Score -6852190 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -6852286.000000 Penalty: 3614.332520
	Iteration 15Q: 3 clusters Score -6852286 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -6852364.000000 Penalty: 3614.332520
	Iteration 16Q: 3 clusters Score -6852364 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -6852461.000000 Penalty: 3614.332520
	Iteration 17Q: 3 clusters Score -6852461 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -6852593.500000 Penalty: 3614.332520
	Iteration 18Q: 3 clusters Score -6852594 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -6852697.000000 Penalty: 3614.332520
	Iteration 19Q: 3 clusters Score -6852697 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -6852827.000000 Penalty: 3614.332520
	Iteration 20F: 3 clusters Score -6852827 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -6852940.000000 Penalty: 3614.332520
	Iteration 21Q: 3 clusters Score -6852940 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -6853049.500000 Penalty: 3614.332520
	Iteration 22Q: 3 clusters Score -6853050 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -6853168.000000 Penalty: 3614.332520
	Iteration 23Q: 3 clusters Score -6853168 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -6853270.500000 Penalty: 3614.332520
	Iteration 24Q: 3 clusters Score -6853270 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -6853404.500000 Penalty: 3614.332520
	Iteration 25Q: 3 clusters Score -6853404 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -6853571.000000 Penalty: 3614.332520
	Iteration 26Q: 3 clusters Score -6853571 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -6853722.000000 Penalty: 3614.332520
	Iteration 27Q: 3 clusters Score -6853722 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -6853886.000000 Penalty: 3614.332520
	Iteration 28Q: 3 clusters Score -6853886 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -6854004.000000 Penalty: 3614.332520
	Iteration 29Q: 3 clusters Score -6854004 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 51474 members 
Entering Unmasked Estep 
Score: -6854128.500000 Penalty: 3614.332520
	Iteration 30Q: 3 clusters Score -6854128 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -6854268.000000 Penalty: 3614.332520
	Iteration 31Q: 3 clusters Score -6854268 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 52940 members 
Entering Unmasked Estep 
Score: -6854453.500000 Penalty: 3614.332520
	Iteration 32Q: 3 clusters Score -6854454 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -6854617.000000 Penalty: 3614.332520
	Iteration 33Q: 3 clusters Score -6854617 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -6854796.000000 Penalty: 3614.332520
	Iteration 34Q: 3 clusters Score -6854796 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -6854991.000000 Penalty: 3614.332520
	Iteration 35Q: 3 clusters Score -6854991 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -6855174.000000 Penalty: 3614.332520
	Iteration 36Q: 3 clusters Score -6855174 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 56462 members 
Entering Unmasked Estep 
Score: -6855344.500000 Penalty: 3614.332520
	Iteration 37Q: 3 clusters Score -6855344 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -6855527.500000 Penalty: 3614.332520
	Iteration 38Q: 3 clusters Score -6855528 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 57818 members 
Entering Unmasked Estep 
Score: -6855729.000000 Penalty: 3614.332520
	Iteration 39Q: 3 clusters Score -6855729 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 58449 members 
Entering Unmasked Estep 
Score: -6855861.500000 Penalty: 3614.332520
	Iteration 40F: 3 clusters Score -6855862 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -6856058.000000 Penalty: 3614.332520
	Iteration 41Q: 3 clusters Score -6856058 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -6856248.500000 Penalty: 3614.332520
	Iteration 42Q: 3 clusters Score -6856248 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -6856414.000000 Penalty: 3614.332520
	Iteration 43Q: 3 clusters Score -6856414 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -6856557.000000 Penalty: 3614.332520
	Iteration 44Q: 3 clusters Score -6856557 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -6856725.000000 Penalty: 3614.332520
	Iteration 45Q: 3 clusters Score -6856725 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 61812 members 
Entering Unmasked Estep 
Score: -6856930.000000 Penalty: 3614.332520
	Iteration 46Q: 3 clusters Score -6856930 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 62327 members 
Entering Unmasked Estep 
Score: -6857100.000000 Penalty: 3614.332520
	Iteration 47Q: 3 clusters Score -6857100 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 62790 members 
Entering Unmasked Estep 
Score: -6857250.500000 Penalty: 3614.332520
	Iteration 48Q: 3 clusters Score -6857250 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -6857396.500000 Penalty: 3614.332520
	Iteration 49Q: 3 clusters Score -6857396 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 63605 members 
Entering Unmasked Estep 
Score: -6857527.000000 Penalty: 3614.332520
	Iteration 50Q: 3 clusters Score -6857527 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -6857636.500000 Penalty: 3614.332520
	Iteration 51Q: 3 clusters Score -6857636 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 64256 members 
Entering Unmasked Estep 
Score: -6857731.000000 Penalty: 3614.332520
	Iteration 52Q: 3 clusters Score -6857731 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 64519 members 
Entering Unmasked Estep 
Score: -6857805.500000 Penalty: 3614.332520
	Iteration 53Q: 3 clusters Score -6857806 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 64748 members 
Entering Unmasked Estep 
Score: -6857884.000000 Penalty: 3614.332520
	Iteration 54Q: 3 clusters Score -6857884 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 64957 members 
Entering Unmasked Estep 
Score: -6857922.000000 Penalty: 3614.332520
	Iteration 55Q: 3 clusters Score -6857922 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 65143 members 
Entering Unmasked Estep 
Score: -6857989.000000 Penalty: 3614.332520
	Iteration 56Q: 3 clusters Score -6857989 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 65309 members 
Entering Unmasked Estep 
Score: -6858057.500000 Penalty: 3614.332520
	Iteration 57Q: 3 clusters Score -6858058 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -6858108.500000 Penalty: 3614.332520
	Iteration 58Q: 3 clusters Score -6858108 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -6858147.000000 Penalty: 3614.332520
	Iteration 59Q: 3 clusters Score -6858147 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 65760 members 
Entering Unmasked Estep 
Score: -6858217.000000 Penalty: 3614.332520
	Iteration 60F: 3 clusters Score -6858217 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 65878 members 
Entering Unmasked Estep 
Score: -6858278.500000 Penalty: 3614.332520
	Iteration 61Q: 3 clusters Score -6858278 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 65958 members 
Entering Unmasked Estep 
Score: -6858303.000000 Penalty: 3614.332520
	Iteration 62Q: 3 clusters Score -6858303 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 66024 members 
Entering Unmasked Estep 
Score: -6858331.500000 Penalty: 3614.332520
	Iteration 63Q: 3 clusters Score -6858332 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 66076 members 
Entering Unmasked Estep 
Score: -6858329.500000 Penalty: 3614.332520
	Iteration 64Q: 3 clusters Score -6858330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 66121 members 
Entering Unmasked Estep 
Score: -6858355.000000 Penalty: 3614.332520
	Iteration 65Q: 3 clusters Score -6858355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -6858352.000000 Penalty: 3614.332520
	Iteration 66Q: 3 clusters Score -6858352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 66181 members 
Entering Unmasked Estep 
Score: -6858363.000000 Penalty: 3614.332520
	Iteration 67Q: 3 clusters Score -6858363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 66210 members 
Entering Unmasked Estep 
Score: -6858361.500000 Penalty: 3614.332520
	Iteration 68Q: 3 clusters Score -6858362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 66230 members 
Entering Unmasked Estep 
Score: -6858370.500000 Penalty: 3614.332520
	Iteration 69Q: 3 clusters Score -6858370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 66249 members 
Entering Unmasked Estep 
Score: -6858384.000000 Penalty: 3614.332520
	Iteration 70Q: 3 clusters Score -6858384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 66270 members 
Entering Unmasked Estep 
Score: -6858388.500000 Penalty: 3614.332520
	Iteration 71Q: 3 clusters Score -6858388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 66285 members 
Entering Unmasked Estep 
Score: -6858390.000000 Penalty: 3614.332520
	Iteration 72Q: 3 clusters Score -6858390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 66305 members 
Entering Unmasked Estep 
Score: -6858402.000000 Penalty: 3614.332520
	Iteration 73Q: 3 clusters Score -6858402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 66326 members 
Entering Unmasked Estep 
Score: -6858409.000000 Penalty: 3614.332520
	Iteration 74Q: 3 clusters Score -6858409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -6858417.500000 Penalty: 3614.332520
	Iteration 75Q: 3 clusters Score -6858418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 66358 members 
Entering Unmasked Estep 
Score: -6858414.000000 Penalty: 3614.332520
	Iteration 76Q: 3 clusters Score -6858414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 66370 members 
Entering Unmasked Estep 
Score: -6858415.500000 Penalty: 3614.332520
	Iteration 77Q: 3 clusters Score -6858416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 66375 members 
Entering Unmasked Estep 
Score: -6858419.500000 Penalty: 3614.332520
	Iteration 78Q: 3 clusters Score -6858420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 66379 members 
Entering Unmasked Estep 
Score: -6858408.500000 Penalty: 3614.332520
	Iteration 79Q: 3 clusters Score -6858408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 66386 members 
Entering Unmasked Estep 
Score: -6858411.000000 Penalty: 3614.332520
	Iteration 80F: 3 clusters Score -6858411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 66388 members 
Entering Unmasked Estep 
Score: -6858412.500000 Penalty: 3614.332520
	Iteration 81Q: 3 clusters Score -6858412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 66388 members 
Entering Unmasked Estep 
Score: -6858412.500000 Penalty: 3614.332520
	Iteration 82F: 3 clusters Score -6858412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Entering Unmasked Estep 
Score: -963587.937500 Penalty: 1485.288940
	Iteration 0F: 2 clusters Score -963587.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -956866.875000 Penalty: 2970.577881
	Iteration 0F: 3 clusters Score -956866.9 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -959005.500000 Penalty: 2970.577881
	Iteration 1F: 3 clusters Score -959005.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -959216.625000 Penalty: 2970.577881
	Iteration 2F: 3 clusters Score -959216.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -959357.437500 Penalty: 2970.577881
	Iteration 3Q: 3 clusters Score -959357.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -959480.500000 Penalty: 2970.577881
	Iteration 4Q: 3 clusters Score -959480.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -959607.750000 Penalty: 2970.577881
	Iteration 5Q: 3 clusters Score -959607.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -959798.187500 Penalty: 2970.577881
	Iteration 6Q: 3 clusters Score -959798.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -960058.187500 Penalty: 2970.577881
	Iteration 7Q: 3 clusters Score -960058.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -960309.187500 Penalty: 2970.577881
	Iteration 8Q: 3 clusters Score -960309.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -960531.875000 Penalty: 2970.577881
	Iteration 9Q: 3 clusters Score -960531.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -960761.937500 Penalty: 2970.577881
	Iteration 10Q: 3 clusters Score -960761.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -960960.250000 Penalty: 2970.577881
	Iteration 11Q: 3 clusters Score -960960.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -961141.875000 Penalty: 2970.577881
	Iteration 12Q: 3 clusters Score -961141.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -961296.687500 Penalty: 2970.577881
	Iteration 13Q: 3 clusters Score -961296.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -961417.312500 Penalty: 2970.577881
	Iteration 14Q: 3 clusters Score -961417.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -961504.687500 Penalty: 2970.577881
	Iteration 15Q: 3 clusters Score -961504.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -961581.250000 Penalty: 2970.577881
	Iteration 16Q: 3 clusters Score -961581.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -961646.437500 Penalty: 2970.577881
	Iteration 17Q: 3 clusters Score -961646.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -961700.375000 Penalty: 2970.577881
	Iteration 18Q: 3 clusters Score -961700.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -961758.062500 Penalty: 2970.577881
	Iteration 19Q: 3 clusters Score -961758.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -961815.000000 Penalty: 2970.577881
	Iteration 20F: 3 clusters Score -961815 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -961862.750000 Penalty: 2970.577881
	Iteration 21Q: 3 clusters Score -961862.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -961904.437500 Penalty: 2970.577881
	Iteration 22Q: 3 clusters Score -961904.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -961943.812500 Penalty: 2970.577881
	Iteration 23Q: 3 clusters Score -961943.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -961976.625000 Penalty: 2970.577881
	Iteration 24Q: 3 clusters Score -961976.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -962011.000000 Penalty: 2970.577881
	Iteration 25Q: 3 clusters Score -962011 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -962050.375000 Penalty: 2970.577881
	Iteration 26Q: 3 clusters Score -962050.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -962096.187500 Penalty: 2970.577881
	Iteration 27Q: 3 clusters Score -962096.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -962126.187500 Penalty: 2970.577881
	Iteration 28Q: 3 clusters Score -962126.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -962149.375000 Penalty: 2970.577881
	Iteration 29Q: 3 clusters Score -962149.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -962170.500000 Penalty: 2970.577881
	Iteration 30Q: 3 clusters Score -962170.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -962184.437500 Penalty: 2970.577881
	Iteration 31Q: 3 clusters Score -962184.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -962208.875000 Penalty: 2970.577881
	Iteration 32Q: 3 clusters Score -962208.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -962224.750000 Penalty: 2970.577881
	Iteration 33Q: 3 clusters Score -962224.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -962239.812500 Penalty: 2970.577881
	Iteration 34Q: 3 clusters Score -962239.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -962253.500000 Penalty: 2970.577881
	Iteration 35Q: 3 clusters Score -962253.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -962262.500000 Penalty: 2970.577881
	Iteration 36Q: 3 clusters Score -962262.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -962272.250000 Penalty: 2970.577881
	Iteration 37Q: 3 clusters Score -962272.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -962279.250000 Penalty: 2970.577881
	Iteration 38Q: 3 clusters Score -962279.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -962282.687500 Penalty: 2970.577881
	Iteration 39Q: 3 clusters Score -962282.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -962288.250000 Penalty: 2970.577881
	Iteration 40F: 3 clusters Score -962288.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -962290.250000 Penalty: 2970.577881
	Iteration 41Q: 3 clusters Score -962290.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -962290.250000 Penalty: 2970.577881
	Iteration 42Q: 3 clusters Score -962290.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -962295.312500 Penalty: 2970.577881
	Iteration 43Q: 3 clusters Score -962295.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -962297.500000 Penalty: 2970.577881
	Iteration 44Q: 3 clusters Score -962297.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -962304.312500 Penalty: 2970.577881
	Iteration 45Q: 3 clusters Score -962304.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -962309.625000 Penalty: 2970.577881
	Iteration 46Q: 3 clusters Score -962309.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -962313.750000 Penalty: 2970.577881
	Iteration 47Q: 3 clusters Score -962313.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -962320.625000 Penalty: 2970.577881
	Iteration 48Q: 3 clusters Score -962320.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -962323.500000 Penalty: 2970.577881
	Iteration 49Q: 3 clusters Score -962323.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -962325.687500 Penalty: 2970.577881
	Iteration 50Q: 3 clusters Score -962325.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -962328.125000 Penalty: 2970.577881
	Iteration 51Q: 3 clusters Score -962328.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -962328.000000 Penalty: 2970.577881
	Iteration 52Q: 3 clusters Score -962328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -962328.000000 Penalty: 2970.577881
	Iteration 53F: 3 clusters Score -962328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Entering Unmasked Estep 
Score: -268028.781250 Penalty: 1302.544312
	Iteration 0F: 2 clusters Score -268028.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -265325.718750 Penalty: 2605.088623
	Iteration 0F: 3 clusters Score -265325.7 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -266132.593750 Penalty: 2605.088623
	Iteration 1F: 3 clusters Score -266132.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -266354.281250 Penalty: 2605.088623
	Iteration 2F: 3 clusters Score -266354.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -266505.250000 Penalty: 2605.088623
	Iteration 3F: 3 clusters Score -266505.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -266619.812500 Penalty: 2605.088623
	Iteration 4F: 3 clusters Score -266619.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -266709.937500 Penalty: 2605.088623
	Iteration 5Q: 3 clusters Score -266709.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -266797.125000 Penalty: 2605.088623
	Iteration 6Q: 3 clusters Score -266797.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -266857.343750 Penalty: 2605.088623
	Iteration 7Q: 3 clusters Score -266857.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -266903.937500 Penalty: 2605.088623
	Iteration 8Q: 3 clusters Score -266903.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -266938.437500 Penalty: 2605.088623
	Iteration 9Q: 3 clusters Score -266938.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -266960.968750 Penalty: 2605.088623
	Iteration 10Q: 3 clusters Score -266961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -266979.562500 Penalty: 2605.088623
	Iteration 11Q: 3 clusters Score -266979.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -267008.687500 Penalty: 2605.088623
	Iteration 12Q: 3 clusters Score -267008.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -267034.250000 Penalty: 2605.088623
	Iteration 13Q: 3 clusters Score -267034.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -267054.593750 Penalty: 2605.088623
	Iteration 14Q: 3 clusters Score -267054.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -267069.406250 Penalty: 2605.088623
	Iteration 15Q: 3 clusters Score -267069.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -267083.343750 Penalty: 2605.088623
	Iteration 16Q: 3 clusters Score -267083.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -267097.000000 Penalty: 2605.088623
	Iteration 17Q: 3 clusters Score -267097 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -267108.718750 Penalty: 2605.088623
	Iteration 18Q: 3 clusters Score -267108.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -267116.250000 Penalty: 2605.088623
	Iteration 19Q: 3 clusters Score -267116.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -267121.312500 Penalty: 2605.088623
	Iteration 20F: 3 clusters Score -267121.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -267125.125000 Penalty: 2605.088623
	Iteration 21Q: 3 clusters Score -267125.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -267130.062500 Penalty: 2605.088623
	Iteration 22Q: 3 clusters Score -267130.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -267136.093750 Penalty: 2605.088623
	Iteration 23Q: 3 clusters Score -267136.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -267143.468750 Penalty: 2605.088623
	Iteration 24Q: 3 clusters Score -267143.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -267147.593750 Penalty: 2605.088623
	Iteration 25Q: 3 clusters Score -267147.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -267149.625000 Penalty: 2605.088623
	Iteration 26Q: 3 clusters Score -267149.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -267151.750000 Penalty: 2605.088623
	Iteration 27Q: 3 clusters Score -267151.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -267152.843750 Penalty: 2605.088623
	Iteration 28Q: 3 clusters Score -267152.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -267155.187500 Penalty: 2605.088623
	Iteration 29Q: 3 clusters Score -267155.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -267156.218750 Penalty: 2605.088623
	Iteration 30Q: 3 clusters Score -267156.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -267156.750000 Penalty: 2605.088623
	Iteration 31Q: 3 clusters Score -267156.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -267157.500000 Penalty: 2605.088623
	Iteration 32Q: 3 clusters Score -267157.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -267157.593750 Penalty: 2605.088623
	Iteration 33Q: 3 clusters Score -267157.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -267157.718750 Penalty: 2605.088623
	Iteration 34Q: 3 clusters Score -267157.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -267157.718750 Penalty: 2605.088623
	Iteration 35F: 3 clusters Score -267157.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62487 members 
Entering Unmasked Estep 
Score: -6352108.500000 Penalty: 1794.441040
	Iteration 0F: 2 clusters Score -6352108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -6310155.500000 Penalty: 3588.882080
	Iteration 0F: 3 clusters Score -6310156 nChanged 29612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -6327158.500000 Penalty: 3588.882080
	Iteration 1F: 3 clusters Score -6327158 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -6327633.000000 Penalty: 3588.882080
	Iteration 2Q: 3 clusters Score -6327633 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -6328121.500000 Penalty: 3588.882080
	Iteration 3Q: 3 clusters Score -6328122 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -6328667.500000 Penalty: 3588.882080
	Iteration 4Q: 3 clusters Score -6328668 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -6329416.000000 Penalty: 3588.882080
	Iteration 5Q: 3 clusters Score -6329416 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -6330337.500000 Penalty: 3588.882080
	Iteration 6Q: 3 clusters Score -6330338 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -6331727.000000 Penalty: 3588.882080
	Iteration 7Q: 3 clusters Score -6331727 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -6333880.500000 Penalty: 3588.882080
	Iteration 8F: 3 clusters Score -6333880 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -6336930.000000 Penalty: 3588.882080
	Iteration 9F: 3 clusters Score -6336930 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -6340644.500000 Penalty: 3588.882080
	Iteration 10F: 3 clusters Score -6340644 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -6344127.000000 Penalty: 3588.882080
	Iteration 11F: 3 clusters Score -6344127 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -6346878.000000 Penalty: 3588.882080
	Iteration 12F: 3 clusters Score -6346878 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 59424 members 
Entering Unmasked Estep 
Score: -6348606.500000 Penalty: 3588.882080
	Iteration 13Q: 3 clusters Score -6348606 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -6349502.500000 Penalty: 3588.882080
	Iteration 14Q: 3 clusters Score -6349502 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 61261 members 
Entering Unmasked Estep 
Score: -6349976.000000 Penalty: 3588.882080
	Iteration 15Q: 3 clusters Score -6349976 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 61605 members 
Entering Unmasked Estep 
Score: -6350216.000000 Penalty: 3588.882080
	Iteration 16Q: 3 clusters Score -6350216 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 61782 members 
Entering Unmasked Estep 
Score: -6350347.000000 Penalty: 3588.882080
	Iteration 17Q: 3 clusters Score -6350347 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 61880 members 
Entering Unmasked Estep 
Score: -6350403.000000 Penalty: 3588.882080
	Iteration 18Q: 3 clusters Score -6350403 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 61933 members 
Entering Unmasked Estep 
Score: -6350445.500000 Penalty: 3588.882080
	Iteration 19Q: 3 clusters Score -6350446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 61962 members 
Entering Unmasked Estep 
Score: -6350462.500000 Penalty: 3588.882080
	Iteration 20F: 3 clusters Score -6350462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 61988 members 
Entering Unmasked Estep 
Score: -6350482.000000 Penalty: 3588.882080
	Iteration 21Q: 3 clusters Score -6350482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 62016 members 
Entering Unmasked Estep 
Score: -6350505.500000 Penalty: 3588.882080
	Iteration 22Q: 3 clusters Score -6350506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 62034 members 
Entering Unmasked Estep 
Score: -6350529.000000 Penalty: 3588.882080
	Iteration 23Q: 3 clusters Score -6350529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -6350547.500000 Penalty: 3588.882080
	Iteration 24Q: 3 clusters Score -6350548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -6350554.500000 Penalty: 3588.882080
	Iteration 25Q: 3 clusters Score -6350554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -6350552.000000 Penalty: 3588.882080
	Iteration 26Q: 3 clusters Score -6350552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 62060 members 
Entering Unmasked Estep 
Score: -6350559.000000 Penalty: 3588.882080
	Iteration 27Q: 3 clusters Score -6350559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -6350557.000000 Penalty: 3588.882080
	Iteration 28Q: 3 clusters Score -6350557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 62060 members 
Entering Unmasked Estep 
Score: -6350563.500000 Penalty: 3588.882080
	Iteration 29Q: 3 clusters Score -6350564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 62059 members 
Entering Unmasked Estep 
Score: -6350565.000000 Penalty: 3588.882080
	Iteration 30Q: 3 clusters Score -6350565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 62058 members 
Entering Unmasked Estep 
Score: -6350568.500000 Penalty: 3588.882080
	Iteration 31Q: 3 clusters Score -6350568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -6350567.000000 Penalty: 3588.882080
	Iteration 32Q: 3 clusters Score -6350567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -6350567.000000 Penalty: 3588.882080
	Iteration 33F: 3 clusters Score -6350567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (220668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220668 members 
Entering Unmasked Estep 
Score: -22554436.000000 Penalty: 1999.467407
	Iteration 0F: 2 clusters Score -2.255444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110052 members 
Mstep: Class 2 contains 110616 members 
Entering Unmasked Estep 
Score: -22441234.000000 Penalty: 3998.934814
	Iteration 0F: 3 clusters Score -2.244123e+07 nChanged 107431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105127 members 
Mstep: Class 2 contains 115541 members 
Entering Unmasked Estep 
Score: -22505180.000000 Penalty: 3998.934814
	Iteration 1F: 3 clusters Score -2.250518e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103202 members 
Mstep: Class 2 contains 117466 members 
Entering Unmasked Estep 
Score: -22507432.000000 Penalty: 3998.934814
	Iteration 2Q: 3 clusters Score -2.250743e+07 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100990 members 
Mstep: Class 2 contains 119678 members 
Entering Unmasked Estep 
Score: -22511198.000000 Penalty: 3998.934814
	Iteration 3Q: 3 clusters Score -2.25112e+07 nChanged 11356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98558 members 
Mstep: Class 2 contains 122110 members 
Entering Unmasked Estep 
Score: -22517556.000000 Penalty: 3998.934814
	Iteration 4F: 3 clusters Score -2.251756e+07 nChanged 13724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96324 members 
Mstep: Class 2 contains 124344 members 
Entering Unmasked Estep 
Score: -22526290.000000 Penalty: 3998.934814
	Iteration 5F: 3 clusters Score -2.252629e+07 nChanged 14939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94589 members 
Mstep: Class 2 contains 126079 members 
Entering Unmasked Estep 
Score: -22535878.000000 Penalty: 3998.934814
	Iteration 6F: 3 clusters Score -2.253588e+07 nChanged 14341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93952 members 
Mstep: Class 2 contains 126716 members 
Entering Unmasked Estep 
Score: -22544854.000000 Penalty: 3998.934814
	Iteration 7F: 3 clusters Score -2.254485e+07 nChanged 12464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94818 members 
Mstep: Class 2 contains 125850 members 
Entering Unmasked Estep 
Score: -22551556.000000 Penalty: 3998.934814
	Iteration 8F: 3 clusters Score -2.255156e+07 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96573 members 
Mstep: Class 2 contains 124095 members 
Entering Unmasked Estep 
Score: -22555778.000000 Penalty: 3998.934814
	Iteration 9Q: 3 clusters Score -2.255578e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98843 members 
Mstep: Class 2 contains 121825 members 
Entering Unmasked Estep 
Score: -22557956.000000 Penalty: 3998.934814
	Iteration 10Q: 3 clusters Score -2.255796e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101349 members 
Mstep: Class 2 contains 119319 members 
Entering Unmasked Estep 
Score: -22558972.000000 Penalty: 3998.934814
	Iteration 11Q: 3 clusters Score -2.255897e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104113 members 
Mstep: Class 2 contains 116555 members 
Entering Unmasked Estep 
Score: -22559624.000000 Penalty: 3998.934814
	Iteration 12Q: 3 clusters Score -2.255962e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107121 members 
Mstep: Class 2 contains 113547 members 
Entering Unmasked Estep 
Score: -22560414.000000 Penalty: 3998.934814
	Iteration 13Q: 3 clusters Score -2.256041e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110287 members 
Mstep: Class 2 contains 110381 members 
Entering Unmasked Estep 
Score: -22561218.000000 Penalty: 3998.934814
	Iteration 14Q: 3 clusters Score -2.256122e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113736 members 
Mstep: Class 2 contains 106932 members 
Entering Unmasked Estep 
Score: -22561912.000000 Penalty: 3998.934814
	Iteration 15Q: 3 clusters Score -2.256191e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117360 members 
Mstep: Class 2 contains 103308 members 
Entering Unmasked Estep 
Score: -22562910.000000 Penalty: 3998.934814
	Iteration 16Q: 3 clusters Score -2.256291e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121031 members 
Mstep: Class 2 contains 99637 members 
Entering Unmasked Estep 
Score: -22564060.000000 Penalty: 3998.934814
	Iteration 17Q: 3 clusters Score -2.256406e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124740 members 
Mstep: Class 2 contains 95928 members 
Entering Unmasked Estep 
Score: -22565014.000000 Penalty: 3998.934814
	Iteration 18Q: 3 clusters Score -2.256501e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128360 members 
Mstep: Class 2 contains 92308 members 
Entering Unmasked Estep 
Score: -22565966.000000 Penalty: 3998.934814
	Iteration 19Q: 3 clusters Score -2.256597e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131914 members 
Mstep: Class 2 contains 88754 members 
Entering Unmasked Estep 
Score: -22566754.000000 Penalty: 3998.934814
	Iteration 20F: 3 clusters Score -2.256675e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135417 members 
Mstep: Class 2 contains 85251 members 
Entering Unmasked Estep 
Score: -22567644.000000 Penalty: 3998.934814
	Iteration 21Q: 3 clusters Score -2.256764e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138812 members 
Mstep: Class 2 contains 81856 members 
Entering Unmasked Estep 
Score: -22568460.000000 Penalty: 3998.934814
	Iteration 22Q: 3 clusters Score -2.256846e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142107 members 
Mstep: Class 2 contains 78561 members 
Entering Unmasked Estep 
Score: -22568804.000000 Penalty: 3998.934814
	Iteration 23Q: 3 clusters Score -2.25688e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145241 members 
Mstep: Class 2 contains 75427 members 
Entering Unmasked Estep 
Score: -22569320.000000 Penalty: 3998.934814
	Iteration 24Q: 3 clusters Score -2.256932e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148507 members 
Mstep: Class 2 contains 72161 members 
Entering Unmasked Estep 
Score: -22569674.000000 Penalty: 3998.934814
	Iteration 25Q: 3 clusters Score -2.256967e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151922 members 
Mstep: Class 2 contains 68746 members 
Entering Unmasked Estep 
Score: -22569694.000000 Penalty: 3998.934814
	Iteration 26Q: 3 clusters Score -2.256969e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155381 members 
Mstep: Class 2 contains 65287 members 
Entering Unmasked Estep 
Score: -22569400.000000 Penalty: 3998.934814
	Iteration 27Q: 3 clusters Score -2.25694e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158857 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -22569042.000000 Penalty: 3998.934814
	Iteration 28Q: 3 clusters Score -2.256904e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162213 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -22568618.000000 Penalty: 3998.934814
	Iteration 29Q: 3 clusters Score -2.256862e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165459 members 
Mstep: Class 2 contains 55209 members 
Entering Unmasked Estep 
Score: -22568172.000000 Penalty: 3998.934814
	Iteration 30Q: 3 clusters Score -2.256817e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168469 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -22567502.000000 Penalty: 3998.934814
	Iteration 31Q: 3 clusters Score -2.25675e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171280 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -22566848.000000 Penalty: 3998.934814
	Iteration 32Q: 3 clusters Score -2.256685e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173884 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -22566020.000000 Penalty: 3998.934814
	Iteration 33Q: 3 clusters Score -2.256602e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176424 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -22565314.000000 Penalty: 3998.934814
	Iteration 34Q: 3 clusters Score -2.256531e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178810 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -22564530.000000 Penalty: 3998.934814
	Iteration 35Q: 3 clusters Score -2.256453e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181073 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -22563616.000000 Penalty: 3998.934814
	Iteration 36Q: 3 clusters Score -2.256362e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183325 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -22562776.000000 Penalty: 3998.934814
	Iteration 37Q: 3 clusters Score -2.256278e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185382 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -22562196.000000 Penalty: 3998.934814
	Iteration 38Q: 3 clusters Score -2.25622e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187245 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -22561412.000000 Penalty: 3998.934814
	Iteration 39Q: 3 clusters Score -2.256141e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188902 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -22561720.000000 Penalty: 3998.934814
	Iteration 40F: 3 clusters Score -2.256172e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191479 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -22560868.000000 Penalty: 3998.934814
	Iteration 41Q: 3 clusters Score -2.256087e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193807 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -22559828.000000 Penalty: 3998.934814
	Iteration 42Q: 3 clusters Score -2.255983e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195888 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -22558770.000000 Penalty: 3998.934814
	Iteration 43Q: 3 clusters Score -2.255877e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197802 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -22558056.000000 Penalty: 3998.934814
	Iteration 44Q: 3 clusters Score -2.255806e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199613 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -22557204.000000 Penalty: 3998.934814
	Iteration 45Q: 3 clusters Score -2.25572e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201217 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -22556668.000000 Penalty: 3998.934814
	Iteration 46Q: 3 clusters Score -2.255667e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202701 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -22556032.000000 Penalty: 3998.934814
	Iteration 47Q: 3 clusters Score -2.255603e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204121 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -22555662.000000 Penalty: 3998.934814
	Iteration 48Q: 3 clusters Score -2.255566e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205364 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -22555174.000000 Penalty: 3998.934814
	Iteration 49Q: 3 clusters Score -2.255517e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206479 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -22554870.000000 Penalty: 3998.934814
	Iteration 50Q: 3 clusters Score -2.255487e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207557 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -22554602.000000 Penalty: 3998.934814
	Iteration 51Q: 3 clusters Score -2.25546e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208548 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -22554514.000000 Penalty: 3998.934814
	Iteration 52Q: 3 clusters Score -2.255451e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209460 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -22554376.000000 Penalty: 3998.934814
	Iteration 53Q: 3 clusters Score -2.255438e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210316 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -22554126.000000 Penalty: 3998.934814
	Iteration 54Q: 3 clusters Score -2.255413e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211110 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -22553970.000000 Penalty: 3998.934814
	Iteration 55Q: 3 clusters Score -2.255397e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211829 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -22553780.000000 Penalty: 3998.934814
	Iteration 56Q: 3 clusters Score -2.255378e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212519 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -22553588.000000 Penalty: 3998.934814
	Iteration 57Q: 3 clusters Score -2.255359e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213166 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -22553456.000000 Penalty: 3998.934814
	Iteration 58Q: 3 clusters Score -2.255346e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213762 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -22553424.000000 Penalty: 3998.934814
	Iteration 59Q: 3 clusters Score -2.255342e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214337 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -22553482.000000 Penalty: 3998.934814
	Iteration 60F: 3 clusters Score -2.255348e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214858 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -22553490.000000 Penalty: 3998.934814
	Iteration 61Q: 3 clusters Score -2.255349e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215339 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -22553430.000000 Penalty: 3998.934814
	Iteration 62Q: 3 clusters Score -2.255343e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215784 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -22553482.000000 Penalty: 3998.934814
	Iteration 63Q: 3 clusters Score -2.255348e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216194 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -22553404.000000 Penalty: 3998.934814
	Iteration 64Q: 3 clusters Score -2.25534e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216538 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -22553392.000000 Penalty: 3998.934814
	Iteration 65Q: 3 clusters Score -2.255339e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216866 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -22553440.000000 Penalty: 3998.934814
	Iteration 66Q: 3 clusters Score -2.255344e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217154 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -22553460.000000 Penalty: 3998.934814
	Iteration 67Q: 3 clusters Score -2.255346e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217380 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -22553410.000000 Penalty: 3998.934814
	Iteration 68Q: 3 clusters Score -2.255341e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217597 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -22553460.000000 Penalty: 3998.934814
	Iteration 69Q: 3 clusters Score -2.255346e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217791 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -22553466.000000 Penalty: 3998.934814
	Iteration 70Q: 3 clusters Score -2.255347e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217946 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -22553424.000000 Penalty: 3998.934814
	Iteration 71Q: 3 clusters Score -2.255342e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218093 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -22553418.000000 Penalty: 3998.934814
	Iteration 72Q: 3 clusters Score -2.255342e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218239 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -22553406.000000 Penalty: 3998.934814
	Iteration 73Q: 3 clusters Score -2.255341e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218360 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -22553386.000000 Penalty: 3998.934814
	Iteration 74Q: 3 clusters Score -2.255339e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218479 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -22553384.000000 Penalty: 3998.934814
	Iteration 75Q: 3 clusters Score -2.255338e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218600 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -22553394.000000 Penalty: 3998.934814
	Iteration 76Q: 3 clusters Score -2.255339e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218693 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -22553402.000000 Penalty: 3998.934814
	Iteration 77Q: 3 clusters Score -2.25534e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218777 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -22553372.000000 Penalty: 3998.934814
	Iteration 78Q: 3 clusters Score -2.255337e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218854 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -22553364.000000 Penalty: 3998.934814
	Iteration 79Q: 3 clusters Score -2.255336e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218934 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -22553374.000000 Penalty: 3998.934814
	Iteration 80F: 3 clusters Score -2.255337e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219012 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -22553370.000000 Penalty: 3998.934814
	Iteration 81Q: 3 clusters Score -2.255337e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219084 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -22553376.000000 Penalty: 3998.934814
	Iteration 82Q: 3 clusters Score -2.255338e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219141 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -22553414.000000 Penalty: 3998.934814
	Iteration 83Q: 3 clusters Score -2.255341e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219183 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -22553404.000000 Penalty: 3998.934814
	Iteration 84Q: 3 clusters Score -2.25534e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219219 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -22553380.000000 Penalty: 3998.934814
	Iteration 85Q: 3 clusters Score -2.255338e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219248 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -22553332.000000 Penalty: 3998.934814
	Iteration 86Q: 3 clusters Score -2.255333e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219281 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -22553348.000000 Penalty: 3998.934814
	Iteration 87Q: 3 clusters Score -2.255335e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219305 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -22553384.000000 Penalty: 3998.934814
	Iteration 88Q: 3 clusters Score -2.255338e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219336 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -22553366.000000 Penalty: 3998.934814
	Iteration 89Q: 3 clusters Score -2.255337e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219358 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -22553356.000000 Penalty: 3998.934814
	Iteration 90Q: 3 clusters Score -2.255336e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219383 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -22553376.000000 Penalty: 3998.934814
	Iteration 91Q: 3 clusters Score -2.255338e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219395 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -22553368.000000 Penalty: 3998.934814
	Iteration 92Q: 3 clusters Score -2.255337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219400 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -22553386.000000 Penalty: 3998.934814
	Iteration 93Q: 3 clusters Score -2.255339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219407 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -22553376.000000 Penalty: 3998.934814
	Iteration 94Q: 3 clusters Score -2.255338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219416 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -22553362.000000 Penalty: 3998.934814
	Iteration 95Q: 3 clusters Score -2.255336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219422 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -22553354.000000 Penalty: 3998.934814
	Iteration 96Q: 3 clusters Score -2.255335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219425 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -22553350.000000 Penalty: 3998.934814
	Iteration 97Q: 3 clusters Score -2.255335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219427 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -22553350.000000 Penalty: 3998.934814
	Iteration 98Q: 3 clusters Score -2.255335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219429 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -22553356.000000 Penalty: 3998.934814
	Iteration 99Q: 3 clusters Score -2.255336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219429 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -22553356.000000 Penalty: 3998.934814
	Iteration 100F: 3 clusters Score -2.255336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 7960 members 
Mstep: Class 3 contains 186227 members 
Mstep: Class 4 contains 136708 members 
Mstep: Class 5 contains 36704 members 
Mstep: Class 7 contains 6998 members 
Mstep: Class 8 contains 3604 members 
Mstep: Class 9 contains 154787 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 164291 members 
Mstep: Class 12 contains 198433 members 
Mstep: Class 16 contains 67577 members 
Mstep: Class 17 contains 9323 members 
Mstep: Class 20 contains 3028 members 
Mstep: Class 21 contains 62487 members 
Mstep: Class 22 contains 220668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921880.000000 Penalty: 36575.996094
Iteration 359Q: 17 clusters Score -1.279219e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 7981 members 
Mstep: Class 3 contains 186216 members 
Mstep: Class 4 contains 136729 members 
Mstep: Class 5 contains 36738 members 
Mstep: Class 7 contains 6996 members 
Mstep: Class 8 contains 3601 members 
Mstep: Class 9 contains 154789 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 164289 members 
Mstep: Class 12 contains 198448 members 
Mstep: Class 16 contains 67580 members 
Mstep: Class 17 contains 9333 members 
Mstep: Class 20 contains 3027 members 
Mstep: Class 21 contains 62493 members 
Mstep: Class 22 contains 220589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921800.000000 Penalty: 36575.996094
Iteration 360F: 17 clusters Score -1.279218e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 8007 members 
Mstep: Class 3 contains 186242 members 
Mstep: Class 4 contains 136760 members 
Mstep: Class 5 contains 36761 members 
Mstep: Class 7 contains 6994 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 154788 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 164290 members 
Mstep: Class 12 contains 198452 members 
Mstep: Class 16 contains 67582 members 
Mstep: Class 17 contains 9342 members 
Mstep: Class 20 contains 3029 members 
Mstep: Class 21 contains 62502 members 
Mstep: Class 22 contains 220485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921848.000000 Penalty: 36575.996094
Iteration 361Q: 17 clusters Score -1.279218e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 8032 members 
Mstep: Class 3 contains 186248 members 
Mstep: Class 4 contains 136794 members 
Mstep: Class 5 contains 36783 members 
Mstep: Class 7 contains 6991 members 
Mstep: Class 8 contains 3592 members 
Mstep: Class 9 contains 154792 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 164294 members 
Mstep: Class 12 contains 198458 members 
Mstep: Class 16 contains 67586 members 
Mstep: Class 17 contains 9352 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 21 contains 62510 members 
Mstep: Class 22 contains 220384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922056.000000 Penalty: 36575.996094
Iteration 362Q: 17 clusters Score -1.279221e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 8056 members 
Mstep: Class 3 contains 186246 members 
Mstep: Class 4 contains 136835 members 
Mstep: Class 5 contains 36800 members 
Mstep: Class 7 contains 6988 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 154796 members 
Mstep: Class 10 contains 2969 members 
Mstep: Class 11 contains 164310 members 
Mstep: Class 12 contains 198452 members 
Mstep: Class 16 contains 67592 members 
Mstep: Class 17 contains 9358 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 21 contains 62519 members 
Mstep: Class 22 contains 220298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921904.000000 Penalty: 36575.996094
Iteration 363Q: 17 clusters Score -1.279219e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 186250 members 
Mstep: Class 4 contains 136880 members 
Mstep: Class 5 contains 36813 members 
Mstep: Class 7 contains 6984 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 154807 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 164318 members 
Mstep: Class 12 contains 198440 members 
Mstep: Class 16 contains 67599 members 
Mstep: Class 17 contains 9365 members 
Mstep: Class 20 contains 3030 members 
Mstep: Class 21 contains 62531 members 
Mstep: Class 22 contains 220210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921832.000000 Penalty: 36575.996094
Iteration 364Q: 17 clusters Score -1.279218e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 8089 members 
Mstep: Class 3 contains 186211 members 
Mstep: Class 4 contains 136928 members 
Mstep: Class 5 contains 36833 members 
Mstep: Class 7 contains 6983 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 154813 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 164341 members 
Mstep: Class 12 contains 198437 members 
Mstep: Class 16 contains 67600 members 
Mstep: Class 17 contains 9372 members 
Mstep: Class 20 contains 3032 members 
Mstep: Class 21 contains 62543 members 
Mstep: Class 22 contains 220139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921824.000000 Penalty: 36575.996094
Iteration 365Q: 17 clusters Score -1.279218e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 8106 members 
Mstep: Class 3 contains 186179 members 
Mstep: Class 4 contains 136977 members 
Mstep: Class 5 contains 36845 members 
Mstep: Class 7 contains 6983 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 154835 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 164359 members 
Mstep: Class 12 contains 198435 members 
Mstep: Class 16 contains 67596 members 
Mstep: Class 17 contains 9385 members 
Mstep: Class 20 contains 3035 members 
Mstep: Class 21 contains 62548 members 
Mstep: Class 22 contains 220059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921848.000000 Penalty: 36575.996094
Iteration 366Q: 17 clusters Score -1.279218e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 8121 members 
Mstep: Class 3 contains 186172 members 
Mstep: Class 4 contains 137013 members 
Mstep: Class 5 contains 36858 members 
Mstep: Class 7 contains 6983 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 154846 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 164371 members 
Mstep: Class 12 contains 198426 members 
Mstep: Class 16 contains 67595 members 
Mstep: Class 17 contains 9396 members 
Mstep: Class 20 contains 3036 members 
Mstep: Class 21 contains 62558 members 
Mstep: Class 22 contains 219983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921904.000000 Penalty: 36575.996094
Iteration 367Q: 17 clusters Score -1.279219e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 8134 members 
Mstep: Class 3 contains 186195 members 
Mstep: Class 4 contains 137047 members 
Mstep: Class 5 contains 36866 members 
Mstep: Class 7 contains 6983 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 154858 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 164375 members 
Mstep: Class 12 contains 198425 members 
Mstep: Class 16 contains 67598 members 
Mstep: Class 17 contains 9400 members 
Mstep: Class 20 contains 3034 members 
Mstep: Class 21 contains 62557 members 
Mstep: Class 22 contains 219895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921992.000000 Penalty: 36575.996094
Iteration 368Q: 17 clusters Score -1.27922e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 8152 members 
Mstep: Class 3 contains 186191 members 
Mstep: Class 4 contains 137095 members 
Mstep: Class 5 contains 36876 members 
Mstep: Class 7 contains 6980 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 154872 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 164402 members 
Mstep: Class 12 contains 198415 members 
Mstep: Class 16 contains 67604 members 
Mstep: Class 17 contains 9404 members 
Mstep: Class 20 contains 3036 members 
Mstep: Class 21 contains 62566 members 
Mstep: Class 22 contains 219791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921984.000000 Penalty: 36575.996094
Iteration 369Q: 17 clusters Score -1.27922e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 186175 members 
Mstep: Class 4 contains 137157 members 
Mstep: Class 5 contains 36893 members 
Mstep: Class 7 contains 6979 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 154891 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 164410 members 
Mstep: Class 12 contains 198408 members 
Mstep: Class 16 contains 67608 members 
Mstep: Class 17 contains 9408 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 62574 members 
Mstep: Class 22 contains 219691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922040.000000 Penalty: 36575.996094
Iteration 370Q: 17 clusters Score -1.27922e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 8185 members 
Mstep: Class 3 contains 186161 members 
Mstep: Class 4 contains 137213 members 
Mstep: Class 5 contains 36909 members 
Mstep: Class 7 contains 6979 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 154905 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164440 members 
Mstep: Class 12 contains 198388 members 
Mstep: Class 16 contains 67613 members 
Mstep: Class 17 contains 9411 members 
Mstep: Class 20 contains 3040 members 
Mstep: Class 21 contains 62584 members 
Mstep: Class 22 contains 219594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922032.000000 Penalty: 36575.996094
Iteration 371Q: 17 clusters Score -1.27922e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 8204 members 
Mstep: Class 3 contains 186137 members 
Mstep: Class 4 contains 137271 members 
Mstep: Class 5 contains 36930 members 
Mstep: Class 7 contains 6977 members 
Mstep: Class 8 contains 3583 members 
Mstep: Class 9 contains 154921 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164457 members 
Mstep: Class 12 contains 198385 members 
Mstep: Class 16 contains 67620 members 
Mstep: Class 17 contains 9414 members 
Mstep: Class 20 contains 3040 members 
Mstep: Class 21 contains 62588 members 
Mstep: Class 22 contains 219492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921960.000000 Penalty: 36575.996094
Iteration 372Q: 17 clusters Score -1.27922e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 8225 members 
Mstep: Class 3 contains 186141 members 
Mstep: Class 4 contains 137310 members 
Mstep: Class 5 contains 36964 members 
Mstep: Class 7 contains 6977 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 154937 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164465 members 
Mstep: Class 12 contains 198389 members 
Mstep: Class 16 contains 67628 members 
Mstep: Class 17 contains 9418 members 
Mstep: Class 20 contains 3042 members 
Mstep: Class 21 contains 62587 members 
Mstep: Class 22 contains 219370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921920.000000 Penalty: 36575.996094
Iteration 373Q: 17 clusters Score -1.279219e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 8240 members 
Mstep: Class 3 contains 186145 members 
Mstep: Class 4 contains 137350 members 
Mstep: Class 5 contains 36992 members 
Mstep: Class 7 contains 6977 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 154949 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164492 members 
Mstep: Class 12 contains 198397 members 
Mstep: Class 16 contains 67638 members 
Mstep: Class 17 contains 9423 members 
Mstep: Class 20 contains 3042 members 
Mstep: Class 21 contains 62591 members 
Mstep: Class 22 contains 219232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922112.000000 Penalty: 36575.996094
Iteration 374Q: 17 clusters Score -1.279221e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 8259 members 
Mstep: Class 3 contains 186123 members 
Mstep: Class 4 contains 137395 members 
Mstep: Class 5 contains 37019 members 
Mstep: Class 7 contains 6977 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 154967 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164512 members 
Mstep: Class 12 contains 198420 members 
Mstep: Class 16 contains 67649 members 
Mstep: Class 17 contains 9427 members 
Mstep: Class 20 contains 3044 members 
Mstep: Class 21 contains 62592 members 
Mstep: Class 22 contains 219097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922192.000000 Penalty: 36575.996094
Iteration 375Q: 17 clusters Score -1.279222e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 8271 members 
Mstep: Class 3 contains 186120 members 
Mstep: Class 4 contains 137434 members 
Mstep: Class 5 contains 37050 members 
Mstep: Class 7 contains 6977 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 154971 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164528 members 
Mstep: Class 12 contains 198435 members 
Mstep: Class 16 contains 67656 members 
Mstep: Class 17 contains 9433 members 
Mstep: Class 20 contains 3045 members 
Mstep: Class 21 contains 62600 members 
Mstep: Class 22 contains 218971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922192.000000 Penalty: 36575.996094
Iteration 376Q: 17 clusters Score -1.279222e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 8274 members 
Mstep: Class 3 contains 186123 members 
Mstep: Class 4 contains 137479 members 
Mstep: Class 5 contains 37068 members 
Mstep: Class 7 contains 6976 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 154993 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 164537 members 
Mstep: Class 12 contains 198452 members 
Mstep: Class 16 contains 67660 members 
Mstep: Class 17 contains 9443 members 
Mstep: Class 20 contains 3047 members 
Mstep: Class 21 contains 62600 members 
Mstep: Class 22 contains 218842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922184.000000 Penalty: 36575.996094
Iteration 377Q: 17 clusters Score -1.279222e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 8280 members 
Mstep: Class 3 contains 186149 members 
Mstep: Class 4 contains 137514 members 
Mstep: Class 5 contains 37089 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 155001 members 
Mstep: Class 10 contains 2972 members 
Mstep: Class 11 contains 164542 members 
Mstep: Class 12 contains 198469 members 
Mstep: Class 16 contains 67666 members 
Mstep: Class 17 contains 9457 members 
Mstep: Class 20 contains 3049 members 
Mstep: Class 21 contains 62607 members 
Mstep: Class 22 contains 218706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922104.000000 Penalty: 36575.996094
Iteration 378Q: 17 clusters Score -1.279221e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 8292 members 
Mstep: Class 3 contains 186158 members 
Mstep: Class 4 contains 137550 members 
Mstep: Class 5 contains 37113 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 155009 members 
Mstep: Class 10 contains 2973 members 
Mstep: Class 11 contains 164542 members 
Mstep: Class 12 contains 198498 members 
Mstep: Class 16 contains 67675 members 
Mstep: Class 17 contains 9468 members 
Mstep: Class 20 contains 3046 members 
Mstep: Class 21 contains 62614 members 
Mstep: Class 22 contains 218582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922072.000000 Penalty: 36575.996094
Iteration 379Q: 17 clusters Score -1.279221e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 8310 members 
Mstep: Class 3 contains 186137 members 
Mstep: Class 4 contains 137591 members 
Mstep: Class 5 contains 37140 members 
Mstep: Class 7 contains 6957 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 155020 members 
Mstep: Class 10 contains 2974 members 
Mstep: Class 11 contains 164547 members 
Mstep: Class 12 contains 198526 members 
Mstep: Class 16 contains 67691 members 
Mstep: Class 17 contains 9477 members 
Mstep: Class 20 contains 3046 members 
Mstep: Class 21 contains 62617 members 
Mstep: Class 22 contains 218467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921928.000000 Penalty: 36575.996094
Iteration 380F: 17 clusters Score -1.279219e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 8329 members 
Mstep: Class 3 contains 186154 members 
Mstep: Class 4 contains 137615 members 
Mstep: Class 5 contains 37164 members 
Mstep: Class 7 contains 6948 members 
Mstep: Class 8 contains 3576 members 
Mstep: Class 9 contains 155018 members 
Mstep: Class 10 contains 2976 members 
Mstep: Class 11 contains 164543 members 
Mstep: Class 12 contains 198544 members 
Mstep: Class 16 contains 67700 members 
Mstep: Class 17 contains 9483 members 
Mstep: Class 20 contains 3047 members 
Mstep: Class 21 contains 62622 members 
Mstep: Class 22 contains 218370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921992.000000 Penalty: 36575.996094
Iteration 381Q: 17 clusters Score -1.27922e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 8347 members 
Mstep: Class 3 contains 186188 members 
Mstep: Class 4 contains 137638 members 
Mstep: Class 5 contains 37192 members 
Mstep: Class 7 contains 6942 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 155007 members 
Mstep: Class 10 contains 2977 members 
Mstep: Class 11 contains 164532 members 
Mstep: Class 12 contains 198571 members 
Mstep: Class 16 contains 67704 members 
Mstep: Class 17 contains 9494 members 
Mstep: Class 20 contains 3051 members 
Mstep: Class 21 contains 62631 members 
Mstep: Class 22 contains 218253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921936.000000 Penalty: 36575.996094
Iteration 382Q: 17 clusters Score -1.279219e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 8363 members 
Mstep: Class 3 contains 186218 members 
Mstep: Class 4 contains 137668 members 
Mstep: Class 5 contains 37218 members 
Mstep: Class 7 contains 6937 members 
Mstep: Class 8 contains 3571 members 
Mstep: Class 9 contains 155019 members 
Mstep: Class 10 contains 2978 members 
Mstep: Class 11 contains 164528 members 
Mstep: Class 12 contains 198587 members 
Mstep: Class 16 contains 67708 members 
Mstep: Class 17 contains 9509 members 
Mstep: Class 20 contains 3051 members 
Mstep: Class 21 contains 62636 members 
Mstep: Class 22 contains 218123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921752.000000 Penalty: 36575.996094
Iteration 383Q: 17 clusters Score -1.279218e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 8385 members 
Mstep: Class 3 contains 186241 members 
Mstep: Class 4 contains 137702 members 
Mstep: Class 5 contains 37247 members 
Mstep: Class 7 contains 6932 members 
Mstep: Class 8 contains 3568 members 
Mstep: Class 9 contains 155016 members 
Mstep: Class 10 contains 2979 members 
Mstep: Class 11 contains 164535 members 
Mstep: Class 12 contains 198603 members 
Mstep: Class 16 contains 67711 members 
Mstep: Class 17 contains 9526 members 
Mstep: Class 20 contains 3049 members 
Mstep: Class 21 contains 62645 members 
Mstep: Class 22 contains 217990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921960.000000 Penalty: 36575.996094
Iteration 384Q: 17 clusters Score -1.27922e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 8398 members 
Mstep: Class 3 contains 186222 members 
Mstep: Class 4 contains 137753 members 
Mstep: Class 5 contains 37278 members 
Mstep: Class 7 contains 6924 members 
Mstep: Class 8 contains 3564 members 
Mstep: Class 9 contains 155039 members 
Mstep: Class 10 contains 2979 members 
Mstep: Class 11 contains 164542 members 
Mstep: Class 12 contains 198636 members 
Mstep: Class 16 contains 67723 members 
Mstep: Class 17 contains 9536 members 
Mstep: Class 20 contains 3049 members 
Mstep: Class 21 contains 62645 members 
Mstep: Class 22 contains 217846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921952.000000 Penalty: 36575.996094
Iteration 385Q: 17 clusters Score -1.27922e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 8413 members 
Mstep: Class 3 contains 186190 members 
Mstep: Class 4 contains 137812 members 
Mstep: Class 5 contains 37297 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 3557 members 
Mstep: Class 9 contains 155053 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 164574 members 
Mstep: Class 12 contains 198674 members 
Mstep: Class 16 contains 67721 members 
Mstep: Class 17 contains 9544 members 
Mstep: Class 20 contains 3049 members 
Mstep: Class 21 contains 62650 members 
Mstep: Class 22 contains 217707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921808.000000 Penalty: 36575.996094
Iteration 386Q: 17 clusters Score -1.279218e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 8422 members 
Mstep: Class 3 contains 186133 members 
Mstep: Class 4 contains 137889 members 
Mstep: Class 5 contains 37318 members 
Mstep: Class 7 contains 6910 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 155060 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 164608 members 
Mstep: Class 12 contains 198700 members 
Mstep: Class 16 contains 67722 members 
Mstep: Class 17 contains 9557 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 62662 members 
Mstep: Class 22 contains 217580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921944.000000 Penalty: 36575.996094
Iteration 387Q: 17 clusters Score -1.279219e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 186120 members 
Mstep: Class 4 contains 137947 members 
Mstep: Class 5 contains 37336 members 
Mstep: Class 7 contains 6900 members 
Mstep: Class 8 contains 3548 members 
Mstep: Class 9 contains 155072 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 164613 members 
Mstep: Class 12 contains 198735 members 
Mstep: Class 16 contains 67722 members 
Mstep: Class 17 contains 9564 members 
Mstep: Class 20 contains 3047 members 
Mstep: Class 21 contains 62665 members 
Mstep: Class 22 contains 217464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921784.000000 Penalty: 36575.996094
Iteration 388Q: 17 clusters Score -1.279218e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 8447 members 
Mstep: Class 3 contains 186108 members 
Mstep: Class 4 contains 138020 members 
Mstep: Class 5 contains 37347 members 
Mstep: Class 7 contains 6894 members 
Mstep: Class 8 contains 3546 members 
Mstep: Class 9 contains 155090 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 164612 members 
Mstep: Class 12 contains 198775 members 
Mstep: Class 16 contains 67723 members 
Mstep: Class 17 contains 9565 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 62663 members 
Mstep: Class 22 contains 217338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921840.000000 Penalty: 36575.996094
Iteration 389Q: 17 clusters Score -1.279218e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 8463 members 
Mstep: Class 3 contains 186094 members 
Mstep: Class 4 contains 138081 members 
Mstep: Class 5 contains 37360 members 
Mstep: Class 7 contains 6889 members 
Mstep: Class 8 contains 3545 members 
Mstep: Class 9 contains 155109 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 164613 members 
Mstep: Class 12 contains 198810 members 
Mstep: Class 16 contains 67715 members 
Mstep: Class 17 contains 9567 members 
Mstep: Class 20 contains 3046 members 
Mstep: Class 21 contains 62660 members 
Mstep: Class 22 contains 217233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921744.000000 Penalty: 36575.996094
Iteration 390Q: 17 clusters Score -1.279217e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 8480 members 
Mstep: Class 3 contains 186099 members 
Mstep: Class 4 contains 138136 members 
Mstep: Class 5 contains 37370 members 
Mstep: Class 7 contains 6885 members 
Mstep: Class 8 contains 3545 members 
Mstep: Class 9 contains 155126 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 164598 members 
Mstep: Class 12 contains 198827 members 
Mstep: Class 16 contains 67719 members 
Mstep: Class 17 contains 9573 members 
Mstep: Class 20 contains 3046 members 
Mstep: Class 21 contains 62659 members 
Mstep: Class 22 contains 217135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921712.000000 Penalty: 36575.996094
Iteration 391Q: 17 clusters Score -1.279217e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 8489 members 
Mstep: Class 3 contains 186085 members 
Mstep: Class 4 contains 138191 members 
Mstep: Class 5 contains 37382 members 
Mstep: Class 7 contains 6877 members 
Mstep: Class 8 contains 3545 members 
Mstep: Class 9 contains 155137 members 
Mstep: Class 10 contains 2983 members 
Mstep: Class 11 contains 164598 members 
Mstep: Class 12 contains 198849 members 
Mstep: Class 16 contains 67713 members 
Mstep: Class 17 contains 9578 members 
Mstep: Class 20 contains 3049 members 
Mstep: Class 21 contains 62663 members 
Mstep: Class 22 contains 217054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921952.000000 Penalty: 36575.996094
Iteration 392Q: 17 clusters Score -1.27922e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 8501 members 
Mstep: Class 3 contains 186096 members 
Mstep: Class 4 contains 138254 members 
Mstep: Class 5 contains 37403 members 
Mstep: Class 7 contains 6865 members 
Mstep: Class 8 contains 3544 members 
Mstep: Class 9 contains 155144 members 
Mstep: Class 10 contains 2983 members 
Mstep: Class 11 contains 164600 members 
Mstep: Class 12 contains 198853 members 
Mstep: Class 16 contains 67707 members 
Mstep: Class 17 contains 9585 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 62656 members 
Mstep: Class 22 contains 216973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921800.000000 Penalty: 36575.996094
Iteration 393Q: 17 clusters Score -1.279218e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 8520 members 
Mstep: Class 3 contains 186093 members 
Mstep: Class 4 contains 138305 members 
Mstep: Class 5 contains 37415 members 
Mstep: Class 7 contains 6855 members 
Mstep: Class 8 contains 3544 members 
Mstep: Class 9 contains 155153 members 
Mstep: Class 10 contains 2983 members 
Mstep: Class 11 contains 164606 members 
Mstep: Class 12 contains 198868 members 
Mstep: Class 16 contains 67695 members 
Mstep: Class 17 contains 9591 members 
Mstep: Class 20 contains 3047 members 
Mstep: Class 21 contains 62661 members 
Mstep: Class 22 contains 216898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921856.000000 Penalty: 36575.996094
Iteration 394Q: 17 clusters Score -1.279219e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 8543 members 
Mstep: Class 3 contains 186093 members 
Mstep: Class 4 contains 138359 members 
Mstep: Class 5 contains 37434 members 
Mstep: Class 7 contains 6846 members 
Mstep: Class 8 contains 3544 members 
Mstep: Class 9 contains 155162 members 
Mstep: Class 10 contains 2983 members 
Mstep: Class 11 contains 164597 members 
Mstep: Class 12 contains 198867 members 
Mstep: Class 16 contains 67687 members 
Mstep: Class 17 contains 9595 members 
Mstep: Class 20 contains 3047 members 
Mstep: Class 21 contains 62658 members 
Mstep: Class 22 contains 216840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921864.000000 Penalty: 36575.996094
Iteration 395Q: 17 clusters Score -1.279219e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 8568 members 
Mstep: Class 3 contains 186112 members 
Mstep: Class 4 contains 138414 members 
Mstep: Class 5 contains 37447 members 
Mstep: Class 7 contains 6833 members 
Mstep: Class 8 contains 3544 members 
Mstep: Class 9 contains 155157 members 
Mstep: Class 10 contains 2983 members 
Mstep: Class 11 contains 164590 members 
Mstep: Class 12 contains 198878 members 
Mstep: Class 16 contains 67678 members 
Mstep: Class 17 contains 9600 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 62659 members 
Mstep: Class 22 contains 216769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921752.000000 Penalty: 36575.996094
Iteration 396Q: 17 clusters Score -1.279218e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 8592 members 
Mstep: Class 3 contains 186144 members 
Mstep: Class 4 contains 138474 members 
Mstep: Class 5 contains 37457 members 
Mstep: Class 7 contains 6816 members 
Mstep: Class 8 contains 3543 members 
Mstep: Class 9 contains 155152 members 
Mstep: Class 10 contains 2983 members 
Mstep: Class 11 contains 164570 members 
Mstep: Class 12 contains 198882 members 
Mstep: Class 16 contains 67680 members 
Mstep: Class 17 contains 9607 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 62665 members 
Mstep: Class 22 contains 216690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921888.000000 Penalty: 36575.996094
Iteration 397Q: 17 clusters Score -1.279219e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 8607 members 
Mstep: Class 3 contains 186122 members 
Mstep: Class 4 contains 138526 members 
Mstep: Class 5 contains 37471 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 3535 members 
Mstep: Class 9 contains 155161 members 
Mstep: Class 10 contains 2983 members 
Mstep: Class 11 contains 164568 members 
Mstep: Class 12 contains 198906 members 
Mstep: Class 16 contains 67686 members 
Mstep: Class 17 contains 9618 members 
Mstep: Class 20 contains 3050 members 
Mstep: Class 21 contains 62664 members 
Mstep: Class 22 contains 216613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921952.000000 Penalty: 36575.996094
Iteration 398Q: 17 clusters Score -1.27922e+08 nChanged 426
Entering ConstructFrom: 
Score: -127921952.000000 Penalty: 36575.996094
Entering ConstructFrom: 
Trying to split cluster 1 (24480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Entering Unmasked Estep 
Score: -2379622.500000 Penalty: 1642.161865
	Iteration 0F: 2 clusters Score -2379622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2363113.000000 Penalty: 3284.323730
	Iteration 0F: 3 clusters Score -2363113 nChanged 11110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2369178.000000 Penalty: 3284.323730
	Iteration 1F: 3 clusters Score -2369178 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2369613.500000 Penalty: 3284.323730
	Iteration 2Q: 3 clusters Score -2369614 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2370090.250000 Penalty: 3284.323730
	Iteration 3Q: 3 clusters Score -2370090 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2370683.500000 Penalty: 3284.323730
	Iteration 4Q: 3 clusters Score -2370684 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2371347.750000 Penalty: 3284.323730
	Iteration 5F: 3 clusters Score -2371348 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2372153.250000 Penalty: 3284.323730
	Iteration 6F: 3 clusters Score -2372153 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2373111.750000 Penalty: 3284.323730
	Iteration 7F: 3 clusters Score -2373112 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2374167.000000 Penalty: 3284.323730
	Iteration 8F: 3 clusters Score -2374167 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2375189.500000 Penalty: 3284.323730
	Iteration 9F: 3 clusters Score -2375190 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2376098.750000 Penalty: 3284.323730
	Iteration 10Q: 3 clusters Score -2376099 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -2376825.500000 Penalty: 3284.323730
	Iteration 11Q: 3 clusters Score -2376826 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2377357.000000 Penalty: 3284.323730
	Iteration 12Q: 3 clusters Score -2377357 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -2377695.500000 Penalty: 3284.323730
	Iteration 13Q: 3 clusters Score -2377696 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2377876.750000 Penalty: 3284.323730
	Iteration 14Q: 3 clusters Score -2377877 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2377990.000000 Penalty: 3284.323730
	Iteration 15Q: 3 clusters Score -2377990 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -2378065.250000 Penalty: 3284.323730
	Iteration 16Q: 3 clusters Score -2378065 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -2378129.500000 Penalty: 3284.323730
	Iteration 17Q: 3 clusters Score -2378130 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -2378173.000000 Penalty: 3284.323730
	Iteration 18Q: 3 clusters Score -2378173 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -2378210.750000 Penalty: 3284.323730
	Iteration 19Q: 3 clusters Score -2378211 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -2378235.000000 Penalty: 3284.323730
	Iteration 20F: 3 clusters Score -2378235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -2378253.000000 Penalty: 3284.323730
	Iteration 21Q: 3 clusters Score -2378253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -2378260.750000 Penalty: 3284.323730
	Iteration 22Q: 3 clusters Score -2378261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -2378266.500000 Penalty: 3284.323730
	Iteration 23Q: 3 clusters Score -2378266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -2378275.000000 Penalty: 3284.323730
	Iteration 24Q: 3 clusters Score -2378275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -2378275.750000 Penalty: 3284.323730
	Iteration 25Q: 3 clusters Score -2378276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -2378278.250000 Penalty: 3284.323730
	Iteration 26Q: 3 clusters Score -2378278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -2378279.750000 Penalty: 3284.323730
	Iteration 27Q: 3 clusters Score -2378280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -2378281.250000 Penalty: 3284.323730
	Iteration 28Q: 3 clusters Score -2378281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -2378284.000000 Penalty: 3284.323730
	Iteration 29Q: 3 clusters Score -2378284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -2378285.750000 Penalty: 3284.323730
	Iteration 30Q: 3 clusters Score -2378286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -2378288.500000 Penalty: 3284.323730
	Iteration 31Q: 3 clusters Score -2378288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -2378290.750000 Penalty: 3284.323730
	Iteration 32Q: 3 clusters Score -2378291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -2378299.000000 Penalty: 3284.323730
	Iteration 33Q: 3 clusters Score -2378299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -2378296.000000 Penalty: 3284.323730
	Iteration 34Q: 3 clusters Score -2378296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -2378302.750000 Penalty: 3284.323730
	Iteration 35Q: 3 clusters Score -2378303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -2378304.500000 Penalty: 3284.323730
	Iteration 36Q: 3 clusters Score -2378304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -2378306.250000 Penalty: 3284.323730
	Iteration 37Q: 3 clusters Score -2378306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -2378315.000000 Penalty: 3284.323730
	Iteration 38Q: 3 clusters Score -2378315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -2378314.500000 Penalty: 3284.323730
	Iteration 39Q: 3 clusters Score -2378314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -2378317.500000 Penalty: 3284.323730
	Iteration 40F: 3 clusters Score -2378318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -2378321.500000 Penalty: 3284.323730
	Iteration 41Q: 3 clusters Score -2378322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -2378321.750000 Penalty: 3284.323730
	Iteration 42Q: 3 clusters Score -2378322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -2378321.500000 Penalty: 3284.323730
	Iteration 43Q: 3 clusters Score -2378322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -2378321.500000 Penalty: 3284.323730
	Iteration 44F: 3 clusters Score -2378322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Entering Unmasked Estep 
Score: -873464.875000 Penalty: 1472.718750
	Iteration 0F: 2 clusters Score -873464.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -867193.062500 Penalty: 2945.437500
	Iteration 0F: 3 clusters Score -867193.1 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -869169.312500 Penalty: 2945.437500
	Iteration 1F: 3 clusters Score -869169.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -869370.625000 Penalty: 2945.437500
	Iteration 2F: 3 clusters Score -869370.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -869546.375000 Penalty: 2945.437500
	Iteration 3Q: 3 clusters Score -869546.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -869698.375000 Penalty: 2945.437500
	Iteration 4Q: 3 clusters Score -869698.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -869864.500000 Penalty: 2945.437500
	Iteration 5Q: 3 clusters Score -869864.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -870057.750000 Penalty: 2945.437500
	Iteration 6Q: 3 clusters Score -870057.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -870294.687500 Penalty: 2945.437500
	Iteration 7Q: 3 clusters Score -870294.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -870549.500000 Penalty: 2945.437500
	Iteration 8Q: 3 clusters Score -870549.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -870807.312500 Penalty: 2945.437500
	Iteration 9Q: 3 clusters Score -870807.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -871072.312500 Penalty: 2945.437500
	Iteration 10Q: 3 clusters Score -871072.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -871296.875000 Penalty: 2945.437500
	Iteration 11Q: 3 clusters Score -871296.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -871465.812500 Penalty: 2945.437500
	Iteration 12Q: 3 clusters Score -871465.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -871583.750000 Penalty: 2945.437500
	Iteration 13Q: 3 clusters Score -871583.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -871675.125000 Penalty: 2945.437500
	Iteration 14Q: 3 clusters Score -871675.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -871746.187500 Penalty: 2945.437500
	Iteration 15Q: 3 clusters Score -871746.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -871820.250000 Penalty: 2945.437500
	Iteration 16Q: 3 clusters Score -871820.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -871895.312500 Penalty: 2945.437500
	Iteration 17Q: 3 clusters Score -871895.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -871950.312500 Penalty: 2945.437500
	Iteration 18Q: 3 clusters Score -871950.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -871981.125000 Penalty: 2945.437500
	Iteration 19Q: 3 clusters Score -871981.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -871998.000000 Penalty: 2945.437500
	Iteration 20F: 3 clusters Score -871998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -872007.812500 Penalty: 2945.437500
	Iteration 21Q: 3 clusters Score -872007.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -872016.500000 Penalty: 2945.437500
	Iteration 22Q: 3 clusters Score -872016.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -872027.375000 Penalty: 2945.437500
	Iteration 23Q: 3 clusters Score -872027.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -872035.687500 Penalty: 2945.437500
	Iteration 24Q: 3 clusters Score -872035.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -872050.750000 Penalty: 2945.437500
	Iteration 25Q: 3 clusters Score -872050.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -872056.875000 Penalty: 2945.437500
	Iteration 26Q: 3 clusters Score -872056.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -872072.125000 Penalty: 2945.437500
	Iteration 27Q: 3 clusters Score -872072.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -872084.812500 Penalty: 2945.437500
	Iteration 28Q: 3 clusters Score -872084.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -872089.312500 Penalty: 2945.437500
	Iteration 29Q: 3 clusters Score -872089.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -872093.437500 Penalty: 2945.437500
	Iteration 30Q: 3 clusters Score -872093.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -872098.500000 Penalty: 2945.437500
	Iteration 31Q: 3 clusters Score -872098.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -872101.250000 Penalty: 2945.437500
	Iteration 32Q: 3 clusters Score -872101.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -872103.250000 Penalty: 2945.437500
	Iteration 33Q: 3 clusters Score -872103.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -872107.687500 Penalty: 2945.437500
	Iteration 34Q: 3 clusters Score -872107.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -872116.687500 Penalty: 2945.437500
	Iteration 35Q: 3 clusters Score -872116.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -872122.437500 Penalty: 2945.437500
	Iteration 36Q: 3 clusters Score -872122.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -872134.062500 Penalty: 2945.437500
	Iteration 37Q: 3 clusters Score -872134.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -872140.937500 Penalty: 2945.437500
	Iteration 38Q: 3 clusters Score -872140.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -872143.625000 Penalty: 2945.437500
	Iteration 39Q: 3 clusters Score -872143.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -872148.625000 Penalty: 2945.437500
	Iteration 40F: 3 clusters Score -872148.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -872148.937500 Penalty: 2945.437500
	Iteration 41Q: 3 clusters Score -872148.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -872148.937500 Penalty: 2945.437500
	Iteration 42F: 3 clusters Score -872148.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (186095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186095 members 
Entering Unmasked Estep 
Score: -18953624.000000 Penalty: 1971.776978
	Iteration 0F: 2 clusters Score -1.895362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93189 members 
Mstep: Class 2 contains 92906 members 
Entering Unmasked Estep 
Score: -18837262.000000 Penalty: 3943.553955
	Iteration 0F: 3 clusters Score -1.883726e+07 nChanged 90449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97032 members 
Mstep: Class 2 contains 89063 members 
Entering Unmasked Estep 
Score: -18891154.000000 Penalty: 3943.553955
	Iteration 1F: 3 clusters Score -1.889115e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99774 members 
Mstep: Class 2 contains 86321 members 
Entering Unmasked Estep 
Score: -18892350.000000 Penalty: 3943.553955
	Iteration 2Q: 3 clusters Score -1.889235e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104037 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -18894068.000000 Penalty: 3943.553955
	Iteration 3Q: 3 clusters Score -1.889407e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110334 members 
Mstep: Class 2 contains 75761 members 
Entering Unmasked Estep 
Score: -18896704.000000 Penalty: 3943.553955
	Iteration 4Q: 3 clusters Score -1.88967e+07 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119430 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -18901770.000000 Penalty: 3943.553955
	Iteration 5F: 3 clusters Score -1.890177e+07 nChanged 12782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131652 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -18909784.000000 Penalty: 3943.553955
	Iteration 6F: 3 clusters Score -1.890978e+07 nChanged 14810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146240 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -18922042.000000 Penalty: 3943.553955
	Iteration 7F: 3 clusters Score -1.892204e+07 nChanged 14823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161005 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -18936198.000000 Penalty: 3943.553955
	Iteration 8F: 3 clusters Score -1.89362e+07 nChanged 12404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173407 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -18945674.000000 Penalty: 3943.553955
	Iteration 9F: 3 clusters Score -1.894567e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180830 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -18949776.000000 Penalty: 3943.553955
	Iteration 10Q: 3 clusters Score -1.894978e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183967 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -18951134.000000 Penalty: 3943.553955
	Iteration 11Q: 3 clusters Score -1.895113e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185071 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -18951602.000000 Penalty: 3943.553955
	Iteration 12Q: 3 clusters Score -1.89516e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185455 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -18951780.000000 Penalty: 3943.553955
	Iteration 13Q: 3 clusters Score -1.895178e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185585 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -18951874.000000 Penalty: 3943.553955
	Iteration 14Q: 3 clusters Score -1.895187e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185646 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -18951956.000000 Penalty: 3943.553955
	Iteration 15Q: 3 clusters Score -1.895196e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185679 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -18952008.000000 Penalty: 3943.553955
	Iteration 16Q: 3 clusters Score -1.895201e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185695 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -18952042.000000 Penalty: 3943.553955
	Iteration 17Q: 3 clusters Score -1.895204e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185706 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -18952066.000000 Penalty: 3943.553955
	Iteration 18Q: 3 clusters Score -1.895207e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185714 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -18952076.000000 Penalty: 3943.553955
	Iteration 19Q: 3 clusters Score -1.895208e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185721 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -18952086.000000 Penalty: 3943.553955
	Iteration 20F: 3 clusters Score -1.895209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185725 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -18952104.000000 Penalty: 3943.553955
	Iteration 21Q: 3 clusters Score -1.89521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185730 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -18952106.000000 Penalty: 3943.553955
	Iteration 22Q: 3 clusters Score -1.895211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185732 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -18952116.000000 Penalty: 3943.553955
	Iteration 23Q: 3 clusters Score -1.895212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185735 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -18952120.000000 Penalty: 3943.553955
	Iteration 24Q: 3 clusters Score -1.895212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185737 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -18952136.000000 Penalty: 3943.553955
	Iteration 25Q: 3 clusters Score -1.895214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185739 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -18952136.000000 Penalty: 3943.553955
	Iteration 26Q: 3 clusters Score -1.895214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185740 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -18952136.000000 Penalty: 3943.553955
	Iteration 27Q: 3 clusters Score -1.895214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185740 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -18952136.000000 Penalty: 3943.553955
	Iteration 28F: 3 clusters Score -1.895214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (138580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138580 members 
Entering Unmasked Estep 
Score: -14078306.000000 Penalty: 1923.870483
	Iteration 0F: 2 clusters Score -1.407831e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69301 members 
Mstep: Class 2 contains 69279 members 
Entering Unmasked Estep 
Score: -13986201.000000 Penalty: 3847.740967
	Iteration 0F: 3 clusters Score -1.39862e+07 nChanged 66243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69476 members 
Mstep: Class 2 contains 69104 members 
Entering Unmasked Estep 
Score: -14025918.000000 Penalty: 3847.740967
	Iteration 1F: 3 clusters Score -1.402592e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69605 members 
Mstep: Class 2 contains 68975 members 
Entering Unmasked Estep 
Score: -14027402.000000 Penalty: 3847.740967
	Iteration 2Q: 3 clusters Score -1.40274e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69760 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -14029352.000000 Penalty: 3847.740967
	Iteration 3Q: 3 clusters Score -1.402935e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69980 members 
Mstep: Class 2 contains 68600 members 
Entering Unmasked Estep 
Score: -14031990.000000 Penalty: 3847.740967
	Iteration 4Q: 3 clusters Score -1.403199e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70171 members 
Mstep: Class 2 contains 68409 members 
Entering Unmasked Estep 
Score: -14035989.000000 Penalty: 3847.740967
	Iteration 5F: 3 clusters Score -1.403599e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70446 members 
Mstep: Class 2 contains 68134 members 
Entering Unmasked Estep 
Score: -14041772.000000 Penalty: 3847.740967
	Iteration 6F: 3 clusters Score -1.404177e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70791 members 
Mstep: Class 2 contains 67789 members 
Entering Unmasked Estep 
Score: -14048506.000000 Penalty: 3847.740967
	Iteration 7F: 3 clusters Score -1.404851e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71102 members 
Mstep: Class 2 contains 67478 members 
Entering Unmasked Estep 
Score: -14052990.000000 Penalty: 3847.740967
	Iteration 8F: 3 clusters Score -1.405299e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71409 members 
Mstep: Class 2 contains 67171 members 
Entering Unmasked Estep 
Score: -14054767.000000 Penalty: 3847.740967
	Iteration 9Q: 3 clusters Score -1.405477e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71725 members 
Mstep: Class 2 contains 66855 members 
Entering Unmasked Estep 
Score: -14055305.000000 Penalty: 3847.740967
	Iteration 10Q: 3 clusters Score -1.40553e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 66516 members 
Entering Unmasked Estep 
Score: -14055653.000000 Penalty: 3847.740967
	Iteration 11Q: 3 clusters Score -1.405565e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72421 members 
Mstep: Class 2 contains 66159 members 
Entering Unmasked Estep 
Score: -14056021.000000 Penalty: 3847.740967
	Iteration 12Q: 3 clusters Score -1.405602e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72774 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -14056241.000000 Penalty: 3847.740967
	Iteration 13Q: 3 clusters Score -1.405624e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -14056503.000000 Penalty: 3847.740967
	Iteration 14Q: 3 clusters Score -1.40565e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73642 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -14056769.000000 Penalty: 3847.740967
	Iteration 15Q: 3 clusters Score -1.405677e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74089 members 
Mstep: Class 2 contains 64491 members 
Entering Unmasked Estep 
Score: -14056961.000000 Penalty: 3847.740967
	Iteration 16Q: 3 clusters Score -1.405696e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74484 members 
Mstep: Class 2 contains 64096 members 
Entering Unmasked Estep 
Score: -14057213.000000 Penalty: 3847.740967
	Iteration 17Q: 3 clusters Score -1.405721e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 63719 members 
Entering Unmasked Estep 
Score: -14057382.000000 Penalty: 3847.740967
	Iteration 18Q: 3 clusters Score -1.405738e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75235 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -14057685.000000 Penalty: 3847.740967
	Iteration 19Q: 3 clusters Score -1.405768e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75655 members 
Mstep: Class 2 contains 62925 members 
Entering Unmasked Estep 
Score: -14057909.000000 Penalty: 3847.740967
	Iteration 20F: 3 clusters Score -1.405791e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76077 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -14058019.000000 Penalty: 3847.740967
	Iteration 21Q: 3 clusters Score -1.405802e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -14058170.000000 Penalty: 3847.740967
	Iteration 22Q: 3 clusters Score -1.405817e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77051 members 
Mstep: Class 2 contains 61529 members 
Entering Unmasked Estep 
Score: -14058318.000000 Penalty: 3847.740967
	Iteration 23Q: 3 clusters Score -1.405832e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77561 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -14058568.000000 Penalty: 3847.740967
	Iteration 24Q: 3 clusters Score -1.405857e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78040 members 
Mstep: Class 2 contains 60540 members 
Entering Unmasked Estep 
Score: -14058792.000000 Penalty: 3847.740967
	Iteration 25Q: 3 clusters Score -1.405879e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78597 members 
Mstep: Class 2 contains 59983 members 
Entering Unmasked Estep 
Score: -14058942.000000 Penalty: 3847.740967
	Iteration 26Q: 3 clusters Score -1.405894e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79146 members 
Mstep: Class 2 contains 59434 members 
Entering Unmasked Estep 
Score: -14059040.000000 Penalty: 3847.740967
	Iteration 27Q: 3 clusters Score -1.405904e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79763 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -14059210.000000 Penalty: 3847.740967
	Iteration 28Q: 3 clusters Score -1.405921e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80435 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -14059392.000000 Penalty: 3847.740967
	Iteration 29Q: 3 clusters Score -1.405939e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81177 members 
Mstep: Class 2 contains 57403 members 
Entering Unmasked Estep 
Score: -14059617.000000 Penalty: 3847.740967
	Iteration 30Q: 3 clusters Score -1.405962e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81959 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -14059797.000000 Penalty: 3847.740967
	Iteration 31Q: 3 clusters Score -1.40598e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82902 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -14060051.000000 Penalty: 3847.740967
	Iteration 32Q: 3 clusters Score -1.406005e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83965 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -14060273.000000 Penalty: 3847.740967
	Iteration 33Q: 3 clusters Score -1.406027e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85121 members 
Mstep: Class 2 contains 53459 members 
Entering Unmasked Estep 
Score: -14060607.000000 Penalty: 3847.740967
	Iteration 34Q: 3 clusters Score -1.406061e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86418 members 
Mstep: Class 2 contains 52162 members 
Entering Unmasked Estep 
Score: -14060909.000000 Penalty: 3847.740967
	Iteration 35Q: 3 clusters Score -1.406091e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87735 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -14061252.000000 Penalty: 3847.740967
	Iteration 36Q: 3 clusters Score -1.406125e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89178 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
Score: -14061639.000000 Penalty: 3847.740967
	Iteration 37Q: 3 clusters Score -1.406164e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90677 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -14062080.000000 Penalty: 3847.740967
	Iteration 38Q: 3 clusters Score -1.406208e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92274 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -14062517.000000 Penalty: 3847.740967
	Iteration 39Q: 3 clusters Score -1.406252e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93969 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -14062968.000000 Penalty: 3847.740967
	Iteration 40F: 3 clusters Score -1.406297e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95677 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -14063471.000000 Penalty: 3847.740967
	Iteration 41Q: 3 clusters Score -1.406347e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -14063983.000000 Penalty: 3847.740967
	Iteration 42Q: 3 clusters Score -1.406398e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99242 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -14064641.000000 Penalty: 3847.740967
	Iteration 43Q: 3 clusters Score -1.406464e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101115 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -14065075.000000 Penalty: 3847.740967
	Iteration 44Q: 3 clusters Score -1.406508e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102928 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -14065560.000000 Penalty: 3847.740967
	Iteration 45Q: 3 clusters Score -1.406556e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104783 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -14066080.000000 Penalty: 3847.740967
	Iteration 46Q: 3 clusters Score -1.406608e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106689 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -14066575.000000 Penalty: 3847.740967
	Iteration 47Q: 3 clusters Score -1.406658e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108640 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -14067214.000000 Penalty: 3847.740967
	Iteration 48Q: 3 clusters Score -1.406721e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110490 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -14067856.000000 Penalty: 3847.740967
	Iteration 49Q: 3 clusters Score -1.406786e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112377 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -14068449.000000 Penalty: 3847.740967
	Iteration 50Q: 3 clusters Score -1.406845e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114219 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -14069005.000000 Penalty: 3847.740967
	Iteration 51Q: 3 clusters Score -1.4069e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116038 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -14069589.000000 Penalty: 3847.740967
	Iteration 52Q: 3 clusters Score -1.406959e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117814 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -14070216.000000 Penalty: 3847.740967
	Iteration 53Q: 3 clusters Score -1.407022e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119482 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -14070860.000000 Penalty: 3847.740967
	Iteration 54Q: 3 clusters Score -1.407086e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121053 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -14071384.000000 Penalty: 3847.740967
	Iteration 55Q: 3 clusters Score -1.407138e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122465 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -14071797.000000 Penalty: 3847.740967
	Iteration 56Q: 3 clusters Score -1.40718e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123850 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -14072285.000000 Penalty: 3847.740967
	Iteration 57Q: 3 clusters Score -1.407228e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125219 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -14072704.000000 Penalty: 3847.740967
	Iteration 58Q: 3 clusters Score -1.40727e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126478 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -14073178.000000 Penalty: 3847.740967
	Iteration 59Q: 3 clusters Score -1.407318e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127628 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -14073540.000000 Penalty: 3847.740967
	Iteration 60F: 3 clusters Score -1.407354e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128707 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -14073862.000000 Penalty: 3847.740967
	Iteration 61Q: 3 clusters Score -1.407386e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129715 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -14074236.000000 Penalty: 3847.740967
	Iteration 62Q: 3 clusters Score -1.407424e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130648 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -14074609.000000 Penalty: 3847.740967
	Iteration 63Q: 3 clusters Score -1.407461e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131467 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -14074907.000000 Penalty: 3847.740967
	Iteration 64Q: 3 clusters Score -1.407491e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132239 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -14075208.000000 Penalty: 3847.740967
	Iteration 65Q: 3 clusters Score -1.407521e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132926 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -14075456.000000 Penalty: 3847.740967
	Iteration 66Q: 3 clusters Score -1.407546e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133531 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -14075732.000000 Penalty: 3847.740967
	Iteration 67Q: 3 clusters Score -1.407573e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134079 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -14075934.000000 Penalty: 3847.740967
	Iteration 68Q: 3 clusters Score -1.407593e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134544 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -14076028.000000 Penalty: 3847.740967
	Iteration 69Q: 3 clusters Score -1.407603e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134924 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -14076091.000000 Penalty: 3847.740967
	Iteration 70Q: 3 clusters Score -1.407609e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135245 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -14076247.000000 Penalty: 3847.740967
	Iteration 71Q: 3 clusters Score -1.407625e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135536 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -14076364.000000 Penalty: 3847.740967
	Iteration 72Q: 3 clusters Score -1.407636e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135775 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -14076468.000000 Penalty: 3847.740967
	Iteration 73Q: 3 clusters Score -1.407647e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135982 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -14076533.000000 Penalty: 3847.740967
	Iteration 74Q: 3 clusters Score -1.407653e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136168 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -14076548.000000 Penalty: 3847.740967
	Iteration 75Q: 3 clusters Score -1.407655e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136344 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -14076623.000000 Penalty: 3847.740967
	Iteration 76Q: 3 clusters Score -1.407662e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136480 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -14076676.000000 Penalty: 3847.740967
	Iteration 77Q: 3 clusters Score -1.407668e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136585 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -14076732.000000 Penalty: 3847.740967
	Iteration 78Q: 3 clusters Score -1.407673e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136662 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -14076795.000000 Penalty: 3847.740967
	Iteration 79Q: 3 clusters Score -1.40768e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136727 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -14076803.000000 Penalty: 3847.740967
	Iteration 80F: 3 clusters Score -1.40768e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136773 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -14076822.000000 Penalty: 3847.740967
	Iteration 81Q: 3 clusters Score -1.407682e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136832 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -14076830.000000 Penalty: 3847.740967
	Iteration 82Q: 3 clusters Score -1.407683e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136889 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -14076831.000000 Penalty: 3847.740967
	Iteration 83Q: 3 clusters Score -1.407683e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136946 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -14076851.000000 Penalty: 3847.740967
	Iteration 84Q: 3 clusters Score -1.407685e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137001 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -14076876.000000 Penalty: 3847.740967
	Iteration 85Q: 3 clusters Score -1.407688e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137055 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -14076903.000000 Penalty: 3847.740967
	Iteration 86Q: 3 clusters Score -1.40769e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137102 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -14076927.000000 Penalty: 3847.740967
	Iteration 87Q: 3 clusters Score -1.407693e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137142 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -14076925.000000 Penalty: 3847.740967
	Iteration 88Q: 3 clusters Score -1.407692e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137183 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -14076915.000000 Penalty: 3847.740967
	Iteration 89Q: 3 clusters Score -1.407692e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137223 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -14076925.000000 Penalty: 3847.740967
	Iteration 90Q: 3 clusters Score -1.407692e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137259 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -14076921.000000 Penalty: 3847.740967
	Iteration 91Q: 3 clusters Score -1.407692e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137291 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -14076930.000000 Penalty: 3847.740967
	Iteration 92Q: 3 clusters Score -1.407693e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137310 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -14076938.000000 Penalty: 3847.740967
	Iteration 93Q: 3 clusters Score -1.407694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137322 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -14076953.000000 Penalty: 3847.740967
	Iteration 94Q: 3 clusters Score -1.407695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137333 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -14076956.000000 Penalty: 3847.740967
	Iteration 95Q: 3 clusters Score -1.407696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137341 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -14076952.000000 Penalty: 3847.740967
	Iteration 96Q: 3 clusters Score -1.407695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137350 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -14076956.000000 Penalty: 3847.740967
	Iteration 97Q: 3 clusters Score -1.407696e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137372 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -14076963.000000 Penalty: 3847.740967
	Iteration 98Q: 3 clusters Score -1.407696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137383 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -14076955.000000 Penalty: 3847.740967
	Iteration 99Q: 3 clusters Score -1.407696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137396 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -14076965.000000 Penalty: 3847.740967
	Iteration 100F: 3 clusters Score -1.407696e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137410 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -14076961.000000 Penalty: 3847.740967
	Iteration 101Q: 3 clusters Score -1.407696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137415 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -14076963.000000 Penalty: 3847.740967
	Iteration 102Q: 3 clusters Score -1.407696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137419 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -14076960.000000 Penalty: 3847.740967
	Iteration 103Q: 3 clusters Score -1.407696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137420 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -14076964.000000 Penalty: 3847.740967
	Iteration 104Q: 3 clusters Score -1.407696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137420 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -14076964.000000 Penalty: 3847.740967
	Iteration 105F: 3 clusters Score -1.407696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Entering Unmasked Estep 
Score: -3814389.500000 Penalty: 1711.383301
	Iteration 0F: 2 clusters Score -3814390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -3789420.500000 Penalty: 3422.766602
	Iteration 0F: 3 clusters Score -3789420 nChanged 17179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -3798917.250000 Penalty: 3422.766602
	Iteration 1F: 3 clusters Score -3798917 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -3799339.000000 Penalty: 3422.766602
	Iteration 2Q: 3 clusters Score -3799339 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -3799879.750000 Penalty: 3422.766602
	Iteration 3Q: 3 clusters Score -3799880 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -3800589.750000 Penalty: 3422.766602
	Iteration 4Q: 3 clusters Score -3800590 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -3801620.250000 Penalty: 3422.766602
	Iteration 5F: 3 clusters Score -3801620 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -3803208.000000 Penalty: 3422.766602
	Iteration 6F: 3 clusters Score -3803208 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -3805623.500000 Penalty: 3422.766602
	Iteration 7F: 3 clusters Score -3805624 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -3808405.750000 Penalty: 3422.766602
	Iteration 8F: 3 clusters Score -3808406 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -3810702.500000 Penalty: 3422.766602
	Iteration 9F: 3 clusters Score -3810702 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -3811972.000000 Penalty: 3422.766602
	Iteration 10Q: 3 clusters Score -3811972 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -3812476.000000 Penalty: 3422.766602
	Iteration 11Q: 3 clusters Score -3812476 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -3812681.250000 Penalty: 3422.766602
	Iteration 12Q: 3 clusters Score -3812681 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -3812752.750000 Penalty: 3422.766602
	Iteration 13Q: 3 clusters Score -3812753 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -3812800.750000 Penalty: 3422.766602
	Iteration 14Q: 3 clusters Score -3812801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -3812820.000000 Penalty: 3422.766602
	Iteration 15Q: 3 clusters Score -3812820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -3812835.250000 Penalty: 3422.766602
	Iteration 16Q: 3 clusters Score -3812835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -3812843.500000 Penalty: 3422.766602
	Iteration 17Q: 3 clusters Score -3812844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -3812852.000000 Penalty: 3422.766602
	Iteration 18Q: 3 clusters Score -3812852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -3812856.000000 Penalty: 3422.766602
	Iteration 19Q: 3 clusters Score -3812856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -3812866.500000 Penalty: 3422.766602
	Iteration 20F: 3 clusters Score -3812866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -3812876.750000 Penalty: 3422.766602
	Iteration 21Q: 3 clusters Score -3812877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -3812879.750000 Penalty: 3422.766602
	Iteration 22Q: 3 clusters Score -3812880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -3812885.750000 Penalty: 3422.766602
	Iteration 23Q: 3 clusters Score -3812886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -3812892.500000 Penalty: 3422.766602
	Iteration 24Q: 3 clusters Score -3812892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -3812890.250000 Penalty: 3422.766602
	Iteration 25Q: 3 clusters Score -3812890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -3812894.000000 Penalty: 3422.766602
	Iteration 26Q: 3 clusters Score -3812894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -3812900.750000 Penalty: 3422.766602
	Iteration 27Q: 3 clusters Score -3812901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -3812907.500000 Penalty: 3422.766602
	Iteration 28Q: 3 clusters Score -3812908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -3812912.250000 Penalty: 3422.766602
	Iteration 29Q: 3 clusters Score -3812912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -3812918.750000 Penalty: 3422.766602
	Iteration 30Q: 3 clusters Score -3812919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -3812925.000000 Penalty: 3422.766602
	Iteration 31Q: 3 clusters Score -3812925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -3812927.500000 Penalty: 3422.766602
	Iteration 32Q: 3 clusters Score -3812928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -3812927.500000 Penalty: 3422.766602
	Iteration 33F: 3 clusters Score -3812928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Entering Unmasked Estep 
Score: -690378.625000 Penalty: 1433.795044
	Iteration 0F: 2 clusters Score -690378.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -685253.875000 Penalty: 2867.590088
	Iteration 0F: 3 clusters Score -685253.9 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -686762.687500 Penalty: 2867.590088
	Iteration 1F: 3 clusters Score -686762.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -686988.375000 Penalty: 2867.590088
	Iteration 2F: 3 clusters Score -686988.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -687211.500000 Penalty: 2867.590088
	Iteration 3F: 3 clusters Score -687211.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -687414.187500 Penalty: 2867.590088
	Iteration 4F: 3 clusters Score -687414.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -687634.187500 Penalty: 2867.590088
	Iteration 5F: 3 clusters Score -687634.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -687850.000000 Penalty: 2867.590088
	Iteration 6F: 3 clusters Score -687850 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -688045.187500 Penalty: 2867.590088
	Iteration 7F: 3 clusters Score -688045.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -688212.875000 Penalty: 2867.590088
	Iteration 8Q: 3 clusters Score -688212.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -688370.812500 Penalty: 2867.590088
	Iteration 9Q: 3 clusters Score -688370.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -688524.500000 Penalty: 2867.590088
	Iteration 10Q: 3 clusters Score -688524.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -688646.437500 Penalty: 2867.590088
	Iteration 11Q: 3 clusters Score -688646.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -688767.875000 Penalty: 2867.590088
	Iteration 12Q: 3 clusters Score -688767.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -688894.875000 Penalty: 2867.590088
	Iteration 13Q: 3 clusters Score -688894.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -688984.312500 Penalty: 2867.590088
	Iteration 14Q: 3 clusters Score -688984.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -689050.187500 Penalty: 2867.590088
	Iteration 15Q: 3 clusters Score -689050.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -689137.812500 Penalty: 2867.590088
	Iteration 16Q: 3 clusters Score -689137.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -689215.625000 Penalty: 2867.590088
	Iteration 17Q: 3 clusters Score -689215.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -689258.937500 Penalty: 2867.590088
	Iteration 18Q: 3 clusters Score -689258.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -689278.375000 Penalty: 2867.590088
	Iteration 19Q: 3 clusters Score -689278.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -689285.500000 Penalty: 2867.590088
	Iteration 20F: 3 clusters Score -689285.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -689292.500000 Penalty: 2867.590088
	Iteration 21Q: 3 clusters Score -689292.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -689293.812500 Penalty: 2867.590088
	Iteration 22Q: 3 clusters Score -689293.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -689298.062500 Penalty: 2867.590088
	Iteration 23Q: 3 clusters Score -689298.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -689300.312500 Penalty: 2867.590088
	Iteration 24Q: 3 clusters Score -689300.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -689303.562500 Penalty: 2867.590088
	Iteration 25Q: 3 clusters Score -689303.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -689303.875000 Penalty: 2867.590088
	Iteration 26Q: 3 clusters Score -689303.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -689305.937500 Penalty: 2867.590088
	Iteration 27Q: 3 clusters Score -689305.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -689306.937500 Penalty: 2867.590088
	Iteration 28Q: 3 clusters Score -689306.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -689308.625000 Penalty: 2867.590088
	Iteration 29Q: 3 clusters Score -689308.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -689309.937500 Penalty: 2867.590088
	Iteration 30Q: 3 clusters Score -689309.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -689309.937500 Penalty: 2867.590088
	Iteration 31F: 3 clusters Score -689309.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Entering Unmasked Estep 
Score: -328066.000000 Penalty: 1327.517212
	Iteration 0F: 2 clusters Score -328066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -325071.437500 Penalty: 2655.034424
	Iteration 0F: 3 clusters Score -325071.4 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -326027.125000 Penalty: 2655.034424
	Iteration 1F: 3 clusters Score -326027.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -326342.937500 Penalty: 2655.034424
	Iteration 2F: 3 clusters Score -326342.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -326615.593750 Penalty: 2655.034424
	Iteration 3F: 3 clusters Score -326615.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -326908.093750 Penalty: 2655.034424
	Iteration 4F: 3 clusters Score -326908.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -327223.343750 Penalty: 2655.034424
	Iteration 5F: 3 clusters Score -327223.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -327412.906250 Penalty: 2655.034424
	Iteration 6F: 3 clusters Score -327412.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -327546.343750 Penalty: 2655.034424
	Iteration 7Q: 3 clusters Score -327546.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -327632.250000 Penalty: 2655.034424
	Iteration 8Q: 3 clusters Score -327632.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -327670.218750 Penalty: 2655.034424
	Iteration 9Q: 3 clusters Score -327670.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -327695.750000 Penalty: 2655.034424
	Iteration 10Q: 3 clusters Score -327695.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -327718.500000 Penalty: 2655.034424
	Iteration 11Q: 3 clusters Score -327718.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -327736.343750 Penalty: 2655.034424
	Iteration 12Q: 3 clusters Score -327736.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -327752.968750 Penalty: 2655.034424
	Iteration 13Q: 3 clusters Score -327753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -327771.625000 Penalty: 2655.034424
	Iteration 14Q: 3 clusters Score -327771.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -327791.781250 Penalty: 2655.034424
	Iteration 15Q: 3 clusters Score -327791.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -327806.687500 Penalty: 2655.034424
	Iteration 16Q: 3 clusters Score -327806.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -327815.031250 Penalty: 2655.034424
	Iteration 17Q: 3 clusters Score -327815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -327818.593750 Penalty: 2655.034424
	Iteration 18Q: 3 clusters Score -327818.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -327820.562500 Penalty: 2655.034424
	Iteration 19Q: 3 clusters Score -327820.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -327823.437500 Penalty: 2655.034424
	Iteration 20F: 3 clusters Score -327823.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -327824.187500 Penalty: 2655.034424
	Iteration 21Q: 3 clusters Score -327824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -327824.250000 Penalty: 2655.034424
	Iteration 22Q: 3 clusters Score -327824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -327824.718750 Penalty: 2655.034424
	Iteration 23Q: 3 clusters Score -327824.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -327825.718750 Penalty: 2655.034424
	Iteration 24Q: 3 clusters Score -327825.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -327825.718750 Penalty: 2655.034424
	Iteration 25F: 3 clusters Score -327825.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (155166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155166 members 
Entering Unmasked Estep 
Score: -15777810.000000 Penalty: 1942.240723
	Iteration 0F: 2 clusters Score -1.577781e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77481 members 
Mstep: Class 2 contains 77685 members 
Entering Unmasked Estep 
Score: -15674515.000000 Penalty: 3884.481445
	Iteration 0F: 3 clusters Score -1.567452e+07 nChanged 75053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74126 members 
Mstep: Class 2 contains 81040 members 
Entering Unmasked Estep 
Score: -15718848.000000 Penalty: 3884.481445
	Iteration 1F: 3 clusters Score -1.571885e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72090 members 
Mstep: Class 2 contains 83076 members 
Entering Unmasked Estep 
Score: -15719892.000000 Penalty: 3884.481445
	Iteration 2Q: 3 clusters Score -1.571989e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68961 members 
Mstep: Class 2 contains 86205 members 
Entering Unmasked Estep 
Score: -15721424.000000 Penalty: 3884.481445
	Iteration 3Q: 3 clusters Score -1.572142e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64189 members 
Mstep: Class 2 contains 90977 members 
Entering Unmasked Estep 
Score: -15723716.000000 Penalty: 3884.481445
	Iteration 4Q: 3 clusters Score -1.572372e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57469 members 
Mstep: Class 2 contains 97697 members 
Entering Unmasked Estep 
Score: -15727670.000000 Penalty: 3884.481445
	Iteration 5F: 3 clusters Score -1.572767e+07 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 106930 members 
Entering Unmasked Estep 
Score: -15734245.000000 Penalty: 3884.481445
	Iteration 6F: 3 clusters Score -1.573424e+07 nChanged 11959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 118245 members 
Entering Unmasked Estep 
Score: -15743840.000000 Penalty: 3884.481445
	Iteration 7F: 3 clusters Score -1.574384e+07 nChanged 12043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 129928 members 
Entering Unmasked Estep 
Score: -15754927.000000 Penalty: 3884.481445
	Iteration 8F: 3 clusters Score -1.575493e+07 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 139712 members 
Entering Unmasked Estep 
Score: -15764336.000000 Penalty: 3884.481445
	Iteration 9F: 3 clusters Score -1.576434e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 146180 members 
Entering Unmasked Estep 
Score: -15770194.000000 Penalty: 3884.481445
	Iteration 10Q: 3 clusters Score -1.577019e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 149611 members 
Entering Unmasked Estep 
Score: -15772995.000000 Penalty: 3884.481445
	Iteration 11Q: 3 clusters Score -1.5773e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 151369 members 
Entering Unmasked Estep 
Score: -15774330.000000 Penalty: 3884.481445
	Iteration 12Q: 3 clusters Score -1.577433e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 152286 members 
Entering Unmasked Estep 
Score: -15775009.000000 Penalty: 3884.481445
	Iteration 13Q: 3 clusters Score -1.577501e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 152815 members 
Entering Unmasked Estep 
Score: -15775428.000000 Penalty: 3884.481445
	Iteration 14Q: 3 clusters Score -1.577543e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 153131 members 
Entering Unmasked Estep 
Score: -15775686.000000 Penalty: 3884.481445
	Iteration 15Q: 3 clusters Score -1.577569e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 153339 members 
Entering Unmasked Estep 
Score: -15775792.000000 Penalty: 3884.481445
	Iteration 16Q: 3 clusters Score -1.577579e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 153472 members 
Entering Unmasked Estep 
Score: -15775860.000000 Penalty: 3884.481445
	Iteration 17Q: 3 clusters Score -1.577586e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 153574 members 
Entering Unmasked Estep 
Score: -15775915.000000 Penalty: 3884.481445
	Iteration 18Q: 3 clusters Score -1.577592e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 153646 members 
Entering Unmasked Estep 
Score: -15775929.000000 Penalty: 3884.481445
	Iteration 19Q: 3 clusters Score -1.577593e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 153726 members 
Entering Unmasked Estep 
Score: -15776025.000000 Penalty: 3884.481445
	Iteration 20F: 3 clusters Score -1.577602e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 153802 members 
Entering Unmasked Estep 
Score: -15776094.000000 Penalty: 3884.481445
	Iteration 21Q: 3 clusters Score -1.577609e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 153869 members 
Entering Unmasked Estep 
Score: -15776147.000000 Penalty: 3884.481445
	Iteration 22Q: 3 clusters Score -1.577615e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 153917 members 
Entering Unmasked Estep 
Score: -15776181.000000 Penalty: 3884.481445
	Iteration 23Q: 3 clusters Score -1.577618e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 153954 members 
Entering Unmasked Estep 
Score: -15776212.000000 Penalty: 3884.481445
	Iteration 24Q: 3 clusters Score -1.577621e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 153987 members 
Entering Unmasked Estep 
Score: -15776245.000000 Penalty: 3884.481445
	Iteration 25Q: 3 clusters Score -1.577624e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 154012 members 
Entering Unmasked Estep 
Score: -15776265.000000 Penalty: 3884.481445
	Iteration 26Q: 3 clusters Score -1.577626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 154033 members 
Entering Unmasked Estep 
Score: -15776252.000000 Penalty: 3884.481445
	Iteration 27Q: 3 clusters Score -1.577625e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 154043 members 
Entering Unmasked Estep 
Score: -15776235.000000 Penalty: 3884.481445
	Iteration 28Q: 3 clusters Score -1.577624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 154054 members 
Entering Unmasked Estep 
Score: -15776254.000000 Penalty: 3884.481445
	Iteration 29Q: 3 clusters Score -1.577625e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 154072 members 
Entering Unmasked Estep 
Score: -15776272.000000 Penalty: 3884.481445
	Iteration 30Q: 3 clusters Score -1.577627e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 154080 members 
Entering Unmasked Estep 
Score: -15776281.000000 Penalty: 3884.481445
	Iteration 31Q: 3 clusters Score -1.577628e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 154085 members 
Entering Unmasked Estep 
Score: -15776277.000000 Penalty: 3884.481445
	Iteration 32Q: 3 clusters Score -1.577628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 154089 members 
Entering Unmasked Estep 
Score: -15776283.000000 Penalty: 3884.481445
	Iteration 33Q: 3 clusters Score -1.577628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 154094 members 
Entering Unmasked Estep 
Score: -15776291.000000 Penalty: 3884.481445
	Iteration 34Q: 3 clusters Score -1.577629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 154101 members 
Entering Unmasked Estep 
Score: -15776297.000000 Penalty: 3884.481445
	Iteration 35Q: 3 clusters Score -1.57763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 154103 members 
Entering Unmasked Estep 
Score: -15776311.000000 Penalty: 3884.481445
	Iteration 36Q: 3 clusters Score -1.577631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 154105 members 
Entering Unmasked Estep 
Score: -15776320.000000 Penalty: 3884.481445
	Iteration 37Q: 3 clusters Score -1.577632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 154110 members 
Entering Unmasked Estep 
Score: -15776324.000000 Penalty: 3884.481445
	Iteration 38Q: 3 clusters Score -1.577632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 154112 members 
Entering Unmasked Estep 
Score: -15776322.000000 Penalty: 3884.481445
	Iteration 39Q: 3 clusters Score -1.577632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 154113 members 
Entering Unmasked Estep 
Score: -15776326.000000 Penalty: 3884.481445
	Iteration 40F: 3 clusters Score -1.577633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Entering Unmasked Estep 
Score: -306431.406250 Penalty: 1300.111328
	Iteration 0F: 2 clusters Score -306431.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -303759.781250 Penalty: 2600.222656
	Iteration 0F: 3 clusters Score -303759.8 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -304356.656250 Penalty: 2600.222656
	Iteration 1F: 3 clusters Score -304356.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -304476.406250 Penalty: 2600.222656
	Iteration 2F: 3 clusters Score -304476.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -304551.906250 Penalty: 2600.222656
	Iteration 3Q: 3 clusters Score -304551.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -304607.468750 Penalty: 2600.222656
	Iteration 4Q: 3 clusters Score -304607.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -304671.968750 Penalty: 2600.222656
	Iteration 5Q: 3 clusters Score -304672 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -304746.375000 Penalty: 2600.222656
	Iteration 6Q: 3 clusters Score -304746.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -304848.281250 Penalty: 2600.222656
	Iteration 7Q: 3 clusters Score -304848.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -304988.593750 Penalty: 2600.222656
	Iteration 8Q: 3 clusters Score -304988.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -305159.406250 Penalty: 2600.222656
	Iteration 9F: 3 clusters Score -305159.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -305343.968750 Penalty: 2600.222656
	Iteration 10F: 3 clusters Score -305344 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -305497.937500 Penalty: 2600.222656
	Iteration 11F: 3 clusters Score -305497.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -305613.250000 Penalty: 2600.222656
	Iteration 12Q: 3 clusters Score -305613.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -305673.281250 Penalty: 2600.222656
	Iteration 13Q: 3 clusters Score -305673.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -305714.031250 Penalty: 2600.222656
	Iteration 14Q: 3 clusters Score -305714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -305742.593750 Penalty: 2600.222656
	Iteration 15Q: 3 clusters Score -305742.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -305762.500000 Penalty: 2600.222656
	Iteration 16Q: 3 clusters Score -305762.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -305770.562500 Penalty: 2600.222656
	Iteration 17Q: 3 clusters Score -305770.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -305774.718750 Penalty: 2600.222656
	Iteration 18Q: 3 clusters Score -305774.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -305779.781250 Penalty: 2600.222656
	Iteration 19Q: 3 clusters Score -305779.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -305782.687500 Penalty: 2600.222656
	Iteration 20F: 3 clusters Score -305782.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -305785.906250 Penalty: 2600.222656
	Iteration 21Q: 3 clusters Score -305785.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -305789.000000 Penalty: 2600.222656
	Iteration 22Q: 3 clusters Score -305789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -305792.906250 Penalty: 2600.222656
	Iteration 23Q: 3 clusters Score -305792.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -305797.843750 Penalty: 2600.222656
	Iteration 24Q: 3 clusters Score -305797.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -305800.625000 Penalty: 2600.222656
	Iteration 25Q: 3 clusters Score -305800.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -305802.750000 Penalty: 2600.222656
	Iteration 26Q: 3 clusters Score -305802.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -305804.906250 Penalty: 2600.222656
	Iteration 27Q: 3 clusters Score -305804.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -305806.125000 Penalty: 2600.222656
	Iteration 28Q: 3 clusters Score -305806.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -305807.125000 Penalty: 2600.222656
	Iteration 29Q: 3 clusters Score -305807.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -305807.125000 Penalty: 2600.222656
	Iteration 30F: 3 clusters Score -305807.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (164590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164590 members 
Entering Unmasked Estep 
Score: -16577982.000000 Penalty: 1951.822021
	Iteration 0F: 2 clusters Score -1.657798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82194 members 
Mstep: Class 2 contains 82396 members 
Entering Unmasked Estep 
Score: -16471019.000000 Penalty: 3903.644043
	Iteration 0F: 3 clusters Score -1.647102e+07 nChanged 79440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81412 members 
Mstep: Class 2 contains 83178 members 
Entering Unmasked Estep 
Score: -16518331.000000 Penalty: 3903.644043
	Iteration 1F: 3 clusters Score -1.651833e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80828 members 
Mstep: Class 2 contains 83762 members 
Entering Unmasked Estep 
Score: -16519289.000000 Penalty: 3903.644043
	Iteration 2Q: 3 clusters Score -1.651929e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80010 members 
Mstep: Class 2 contains 84580 members 
Entering Unmasked Estep 
Score: -16520564.000000 Penalty: 3903.644043
	Iteration 3Q: 3 clusters Score -1.652056e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78512 members 
Mstep: Class 2 contains 86078 members 
Entering Unmasked Estep 
Score: -16521893.000000 Penalty: 3903.644043
	Iteration 4Q: 3 clusters Score -1.652189e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 88542 members 
Entering Unmasked Estep 
Score: -16524077.000000 Penalty: 3903.644043
	Iteration 5Q: 3 clusters Score -1.652408e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72384 members 
Mstep: Class 2 contains 92206 members 
Entering Unmasked Estep 
Score: -16527774.000000 Penalty: 3903.644043
	Iteration 6Q: 3 clusters Score -1.652777e+07 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67389 members 
Mstep: Class 2 contains 97201 members 
Entering Unmasked Estep 
Score: -16534598.000000 Penalty: 3903.644043
	Iteration 7F: 3 clusters Score -1.65346e+07 nChanged 12942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 102877 members 
Entering Unmasked Estep 
Score: -16545349.000000 Penalty: 3903.644043
	Iteration 8F: 3 clusters Score -1.654535e+07 nChanged 13374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57657 members 
Mstep: Class 2 contains 106933 members 
Entering Unmasked Estep 
Score: -16557350.000000 Penalty: 3903.644043
	Iteration 9F: 3 clusters Score -1.655735e+07 nChanged 10892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56557 members 
Mstep: Class 2 contains 108033 members 
Entering Unmasked Estep 
Score: -16564222.000000 Penalty: 3903.644043
	Iteration 10F: 3 clusters Score -1.656422e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57022 members 
Mstep: Class 2 contains 107568 members 
Entering Unmasked Estep 
Score: -16566941.000000 Penalty: 3903.644043
	Iteration 11Q: 3 clusters Score -1.656694e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 106713 members 
Entering Unmasked Estep 
Score: -16568187.000000 Penalty: 3903.644043
	Iteration 12Q: 3 clusters Score -1.656819e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 105616 members 
Entering Unmasked Estep 
Score: -16569033.000000 Penalty: 3903.644043
	Iteration 13Q: 3 clusters Score -1.656903e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60288 members 
Mstep: Class 2 contains 104302 members 
Entering Unmasked Estep 
Score: -16569505.000000 Penalty: 3903.644043
	Iteration 14Q: 3 clusters Score -1.65695e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61661 members 
Mstep: Class 2 contains 102929 members 
Entering Unmasked Estep 
Score: -16569818.000000 Penalty: 3903.644043
	Iteration 15Q: 3 clusters Score -1.656982e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 101581 members 
Entering Unmasked Estep 
Score: -16570097.000000 Penalty: 3903.644043
	Iteration 16Q: 3 clusters Score -1.65701e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64318 members 
Mstep: Class 2 contains 100272 members 
Entering Unmasked Estep 
Score: -16570218.000000 Penalty: 3903.644043
	Iteration 17Q: 3 clusters Score -1.657022e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65579 members 
Mstep: Class 2 contains 99011 members 
Entering Unmasked Estep 
Score: -16570193.000000 Penalty: 3903.644043
	Iteration 18Q: 3 clusters Score -1.657019e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 97760 members 
Entering Unmasked Estep 
Score: -16570198.000000 Penalty: 3903.644043
	Iteration 19Q: 3 clusters Score -1.65702e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67987 members 
Mstep: Class 2 contains 96603 members 
Entering Unmasked Estep 
Score: -16570115.000000 Penalty: 3903.644043
	Iteration 20F: 3 clusters Score -1.657012e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69100 members 
Mstep: Class 2 contains 95490 members 
Entering Unmasked Estep 
Score: -16570172.000000 Penalty: 3903.644043
	Iteration 21Q: 3 clusters Score -1.657017e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70183 members 
Mstep: Class 2 contains 94407 members 
Entering Unmasked Estep 
Score: -16570129.000000 Penalty: 3903.644043
	Iteration 22Q: 3 clusters Score -1.657013e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71198 members 
Mstep: Class 2 contains 93392 members 
Entering Unmasked Estep 
Score: -16570076.000000 Penalty: 3903.644043
	Iteration 23Q: 3 clusters Score -1.657008e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72196 members 
Mstep: Class 2 contains 92394 members 
Entering Unmasked Estep 
Score: -16570100.000000 Penalty: 3903.644043
	Iteration 24Q: 3 clusters Score -1.65701e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73155 members 
Mstep: Class 2 contains 91435 members 
Entering Unmasked Estep 
Score: -16570042.000000 Penalty: 3903.644043
	Iteration 25Q: 3 clusters Score -1.657004e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74014 members 
Mstep: Class 2 contains 90576 members 
Entering Unmasked Estep 
Score: -16570032.000000 Penalty: 3903.644043
	Iteration 26Q: 3 clusters Score -1.657003e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74808 members 
Mstep: Class 2 contains 89782 members 
Entering Unmasked Estep 
Score: -16570003.000000 Penalty: 3903.644043
	Iteration 27Q: 3 clusters Score -1.657e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75512 members 
Mstep: Class 2 contains 89078 members 
Entering Unmasked Estep 
Score: -16569954.000000 Penalty: 3903.644043
	Iteration 28Q: 3 clusters Score -1.656995e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76133 members 
Mstep: Class 2 contains 88457 members 
Entering Unmasked Estep 
Score: -16569939.000000 Penalty: 3903.644043
	Iteration 29Q: 3 clusters Score -1.656994e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76698 members 
Mstep: Class 2 contains 87892 members 
Entering Unmasked Estep 
Score: -16569912.000000 Penalty: 3903.644043
	Iteration 30Q: 3 clusters Score -1.656991e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Mstep: Class 2 contains 87375 members 
Entering Unmasked Estep 
Score: -16569836.000000 Penalty: 3903.644043
	Iteration 31Q: 3 clusters Score -1.656984e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77715 members 
Mstep: Class 2 contains 86875 members 
Entering Unmasked Estep 
Score: -16569861.000000 Penalty: 3903.644043
	Iteration 32Q: 3 clusters Score -1.656986e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78204 members 
Mstep: Class 2 contains 86386 members 
Entering Unmasked Estep 
Score: -16569856.000000 Penalty: 3903.644043
	Iteration 33Q: 3 clusters Score -1.656986e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78581 members 
Mstep: Class 2 contains 86009 members 
Entering Unmasked Estep 
Score: -16569846.000000 Penalty: 3903.644043
	Iteration 34Q: 3 clusters Score -1.656985e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78932 members 
Mstep: Class 2 contains 85658 members 
Entering Unmasked Estep 
Score: -16569826.000000 Penalty: 3903.644043
	Iteration 35Q: 3 clusters Score -1.656983e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79270 members 
Mstep: Class 2 contains 85320 members 
Entering Unmasked Estep 
Score: -16569784.000000 Penalty: 3903.644043
	Iteration 36Q: 3 clusters Score -1.656978e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79554 members 
Mstep: Class 2 contains 85036 members 
Entering Unmasked Estep 
Score: -16569749.000000 Penalty: 3903.644043
	Iteration 37Q: 3 clusters Score -1.656975e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79839 members 
Mstep: Class 2 contains 84751 members 
Entering Unmasked Estep 
Score: -16569747.000000 Penalty: 3903.644043
	Iteration 38Q: 3 clusters Score -1.656975e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 84489 members 
Entering Unmasked Estep 
Score: -16569791.000000 Penalty: 3903.644043
	Iteration 39Q: 3 clusters Score -1.656979e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 84269 members 
Entering Unmasked Estep 
Score: -16569771.000000 Penalty: 3903.644043
	Iteration 40F: 3 clusters Score -1.656977e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80519 members 
Mstep: Class 2 contains 84071 members 
Entering Unmasked Estep 
Score: -16569800.000000 Penalty: 3903.644043
	Iteration 41Q: 3 clusters Score -1.65698e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80681 members 
Mstep: Class 2 contains 83909 members 
Entering Unmasked Estep 
Score: -16569768.000000 Penalty: 3903.644043
	Iteration 42Q: 3 clusters Score -1.656977e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80813 members 
Mstep: Class 2 contains 83777 members 
Entering Unmasked Estep 
Score: -16569776.000000 Penalty: 3903.644043
	Iteration 43Q: 3 clusters Score -1.656978e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80907 members 
Mstep: Class 2 contains 83683 members 
Entering Unmasked Estep 
Score: -16569789.000000 Penalty: 3903.644043
	Iteration 44Q: 3 clusters Score -1.656979e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80992 members 
Mstep: Class 2 contains 83598 members 
Entering Unmasked Estep 
Score: -16569771.000000 Penalty: 3903.644043
	Iteration 45Q: 3 clusters Score -1.656977e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 83519 members 
Entering Unmasked Estep 
Score: -16569740.000000 Penalty: 3903.644043
	Iteration 46Q: 3 clusters Score -1.656974e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81171 members 
Mstep: Class 2 contains 83419 members 
Entering Unmasked Estep 
Score: -16569742.000000 Penalty: 3903.644043
	Iteration 47Q: 3 clusters Score -1.656974e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81276 members 
Mstep: Class 2 contains 83314 members 
Entering Unmasked Estep 
Score: -16569752.000000 Penalty: 3903.644043
	Iteration 48Q: 3 clusters Score -1.656975e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81381 members 
Mstep: Class 2 contains 83209 members 
Entering Unmasked Estep 
Score: -16569738.000000 Penalty: 3903.644043
	Iteration 49Q: 3 clusters Score -1.656974e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81471 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -16569747.000000 Penalty: 3903.644043
	Iteration 50Q: 3 clusters Score -1.656975e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81537 members 
Mstep: Class 2 contains 83053 members 
Entering Unmasked Estep 
Score: -16569744.000000 Penalty: 3903.644043
	Iteration 51Q: 3 clusters Score -1.656974e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 82999 members 
Entering Unmasked Estep 
Score: -16569750.000000 Penalty: 3903.644043
	Iteration 52Q: 3 clusters Score -1.656975e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81637 members 
Mstep: Class 2 contains 82953 members 
Entering Unmasked Estep 
Score: -16569735.000000 Penalty: 3903.644043
	Iteration 53Q: 3 clusters Score -1.656974e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81676 members 
Mstep: Class 2 contains 82914 members 
Entering Unmasked Estep 
Score: -16569726.000000 Penalty: 3903.644043
	Iteration 54Q: 3 clusters Score -1.656973e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81711 members 
Mstep: Class 2 contains 82879 members 
Entering Unmasked Estep 
Score: -16569716.000000 Penalty: 3903.644043
	Iteration 55Q: 3 clusters Score -1.656972e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81754 members 
Mstep: Class 2 contains 82836 members 
Entering Unmasked Estep 
Score: -16569719.000000 Penalty: 3903.644043
	Iteration 56Q: 3 clusters Score -1.656972e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81794 members 
Mstep: Class 2 contains 82796 members 
Entering Unmasked Estep 
Score: -16569709.000000 Penalty: 3903.644043
	Iteration 57Q: 3 clusters Score -1.656971e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81830 members 
Mstep: Class 2 contains 82760 members 
Entering Unmasked Estep 
Score: -16569716.000000 Penalty: 3903.644043
	Iteration 58Q: 3 clusters Score -1.656972e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81858 members 
Mstep: Class 2 contains 82732 members 
Entering Unmasked Estep 
Score: -16569718.000000 Penalty: 3903.644043
	Iteration 59Q: 3 clusters Score -1.656972e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81879 members 
Mstep: Class 2 contains 82711 members 
Entering Unmasked Estep 
Score: -16569713.000000 Penalty: 3903.644043
	Iteration 60F: 3 clusters Score -1.656971e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 82687 members 
Entering Unmasked Estep 
Score: -16569723.000000 Penalty: 3903.644043
	Iteration 61Q: 3 clusters Score -1.656972e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81920 members 
Mstep: Class 2 contains 82670 members 
Entering Unmasked Estep 
Score: -16569715.000000 Penalty: 3903.644043
	Iteration 62Q: 3 clusters Score -1.656972e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81940 members 
Mstep: Class 2 contains 82650 members 
Entering Unmasked Estep 
Score: -16569719.000000 Penalty: 3903.644043
	Iteration 63Q: 3 clusters Score -1.656972e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81956 members 
Mstep: Class 2 contains 82634 members 
Entering Unmasked Estep 
Score: -16569725.000000 Penalty: 3903.644043
	Iteration 64Q: 3 clusters Score -1.656972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 82629 members 
Entering Unmasked Estep 
Score: -16569724.000000 Penalty: 3903.644043
	Iteration 65Q: 3 clusters Score -1.656972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81970 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
Score: -16569726.000000 Penalty: 3903.644043
	Iteration 66Q: 3 clusters Score -1.656973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81975 members 
Mstep: Class 2 contains 82615 members 
Entering Unmasked Estep 
Score: -16569717.000000 Penalty: 3903.644043
	Iteration 67Q: 3 clusters Score -1.656972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 82611 members 
Entering Unmasked Estep 
Score: -16569729.000000 Penalty: 3903.644043
	Iteration 68Q: 3 clusters Score -1.656973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81981 members 
Mstep: Class 2 contains 82609 members 
Entering Unmasked Estep 
Score: -16569720.000000 Penalty: 3903.644043
	Iteration 69Q: 3 clusters Score -1.656972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81984 members 
Mstep: Class 2 contains 82606 members 
Entering Unmasked Estep 
Score: -16569718.000000 Penalty: 3903.644043
	Iteration 70Q: 3 clusters Score -1.656972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81989 members 
Mstep: Class 2 contains 82601 members 
Entering Unmasked Estep 
Score: -16569722.000000 Penalty: 3903.644043
	Iteration 71Q: 3 clusters Score -1.656972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81995 members 
Mstep: Class 2 contains 82595 members 
Entering Unmasked Estep 
Score: -16569717.000000 Penalty: 3903.644043
	Iteration 72Q: 3 clusters Score -1.656972e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82001 members 
Mstep: Class 2 contains 82589 members 
Entering Unmasked Estep 
Score: -16569716.000000 Penalty: 3903.644043
	Iteration 73Q: 3 clusters Score -1.656972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82007 members 
Mstep: Class 2 contains 82583 members 
Entering Unmasked Estep 
Score: -16569726.000000 Penalty: 3903.644043
	Iteration 74Q: 3 clusters Score -1.656973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82008 members 
Mstep: Class 2 contains 82582 members 
Entering Unmasked Estep 
Score: -16569724.000000 Penalty: 3903.644043
	Iteration 75Q: 3 clusters Score -1.656972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82010 members 
Mstep: Class 2 contains 82580 members 
Entering Unmasked Estep 
Score: -16569717.000000 Penalty: 3903.644043
	Iteration 76Q: 3 clusters Score -1.656972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
Score: -16569716.000000 Penalty: 3903.644043
	Iteration 77Q: 3 clusters Score -1.656972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
Score: -16569716.000000 Penalty: 3903.644043
	Iteration 78F: 3 clusters Score -1.656972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (198914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198914 members 
Entering Unmasked Estep 
Score: -20341966.000000 Penalty: 1982.602051
	Iteration 0F: 2 clusters Score -2.034197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99396 members 
Mstep: Class 2 contains 99518 members 
Entering Unmasked Estep 
Score: -20225220.000000 Penalty: 3965.204102
	Iteration 0F: 3 clusters Score -2.022522e+07 nChanged 96239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97781 members 
Mstep: Class 2 contains 101133 members 
Entering Unmasked Estep 
Score: -20281360.000000 Penalty: 3965.204102
	Iteration 1F: 3 clusters Score -2.028136e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96054 members 
Mstep: Class 2 contains 102860 members 
Entering Unmasked Estep 
Score: -20282248.000000 Penalty: 3965.204102
	Iteration 2Q: 3 clusters Score -2.028225e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93253 members 
Mstep: Class 2 contains 105661 members 
Entering Unmasked Estep 
Score: -20283648.000000 Penalty: 3965.204102
	Iteration 3Q: 3 clusters Score -2.028365e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88695 members 
Mstep: Class 2 contains 110219 members 
Entering Unmasked Estep 
Score: -20286016.000000 Penalty: 3965.204102
	Iteration 4Q: 3 clusters Score -2.028602e+07 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 117493 members 
Entering Unmasked Estep 
Score: -20290618.000000 Penalty: 3965.204102
	Iteration 5F: 3 clusters Score -2.029062e+07 nChanged 13293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70972 members 
Mstep: Class 2 contains 127942 members 
Entering Unmasked Estep 
Score: -20298600.000000 Penalty: 3965.204102
	Iteration 6F: 3 clusters Score -2.02986e+07 nChanged 15885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 141307 members 
Entering Unmasked Estep 
Score: -20309602.000000 Penalty: 3965.204102
	Iteration 7F: 3 clusters Score -2.03096e+07 nChanged 16145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 155680 members 
Entering Unmasked Estep 
Score: -20321750.000000 Penalty: 3965.204102
	Iteration 8F: 3 clusters Score -2.032175e+07 nChanged 14329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 169159 members 
Entering Unmasked Estep 
Score: -20330262.000000 Penalty: 3965.204102
	Iteration 9F: 3 clusters Score -2.033026e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 179470 members 
Entering Unmasked Estep 
Score: -20335622.000000 Penalty: 3965.204102
	Iteration 10F: 3 clusters Score -2.033562e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 186390 members 
Entering Unmasked Estep 
Score: -20338532.000000 Penalty: 3965.204102
	Iteration 11Q: 3 clusters Score -2.033853e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 190523 members 
Entering Unmasked Estep 
Score: -20339938.000000 Penalty: 3965.204102
	Iteration 12Q: 3 clusters Score -2.033994e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 192899 members 
Entering Unmasked Estep 
Score: -20340704.000000 Penalty: 3965.204102
	Iteration 13Q: 3 clusters Score -2.03407e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 194199 members 
Entering Unmasked Estep 
Score: -20341244.000000 Penalty: 3965.204102
	Iteration 14Q: 3 clusters Score -2.034124e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 194977 members 
Entering Unmasked Estep 
Score: -20341456.000000 Penalty: 3965.204102
	Iteration 15Q: 3 clusters Score -2.034146e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 195448 members 
Entering Unmasked Estep 
Score: -20341506.000000 Penalty: 3965.204102
	Iteration 16Q: 3 clusters Score -2.034151e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 195765 members 
Entering Unmasked Estep 
Score: -20341636.000000 Penalty: 3965.204102
	Iteration 17Q: 3 clusters Score -2.034164e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 196041 members 
Entering Unmasked Estep 
Score: -20341642.000000 Penalty: 3965.204102
	Iteration 18Q: 3 clusters Score -2.034164e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 196231 members 
Entering Unmasked Estep 
Score: -20341698.000000 Penalty: 3965.204102
	Iteration 19Q: 3 clusters Score -2.03417e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 196383 members 
Entering Unmasked Estep 
Score: -20341704.000000 Penalty: 3965.204102
	Iteration 20F: 3 clusters Score -2.03417e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 196502 members 
Entering Unmasked Estep 
Score: -20341706.000000 Penalty: 3965.204102
	Iteration 21Q: 3 clusters Score -2.034171e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 196597 members 
Entering Unmasked Estep 
Score: -20341708.000000 Penalty: 3965.204102
	Iteration 22Q: 3 clusters Score -2.034171e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 196661 members 
Entering Unmasked Estep 
Score: -20341720.000000 Penalty: 3965.204102
	Iteration 23Q: 3 clusters Score -2.034172e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 196704 members 
Entering Unmasked Estep 
Score: -20341702.000000 Penalty: 3965.204102
	Iteration 24Q: 3 clusters Score -2.03417e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 196751 members 
Entering Unmasked Estep 
Score: -20341662.000000 Penalty: 3965.204102
	Iteration 25Q: 3 clusters Score -2.034166e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 196793 members 
Entering Unmasked Estep 
Score: -20341654.000000 Penalty: 3965.204102
	Iteration 26Q: 3 clusters Score -2.034165e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 196829 members 
Entering Unmasked Estep 
Score: -20341642.000000 Penalty: 3965.204102
	Iteration 27Q: 3 clusters Score -2.034164e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 196863 members 
Entering Unmasked Estep 
Score: -20341636.000000 Penalty: 3965.204102
	Iteration 28Q: 3 clusters Score -2.034164e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 196882 members 
Entering Unmasked Estep 
Score: -20341610.000000 Penalty: 3965.204102
	Iteration 29Q: 3 clusters Score -2.034161e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 196901 members 
Entering Unmasked Estep 
Score: -20341604.000000 Penalty: 3965.204102
	Iteration 30Q: 3 clusters Score -2.03416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 196916 members 
Entering Unmasked Estep 
Score: -20341598.000000 Penalty: 3965.204102
	Iteration 31Q: 3 clusters Score -2.03416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 196930 members 
Entering Unmasked Estep 
Score: -20341606.000000 Penalty: 3965.204102
	Iteration 32Q: 3 clusters Score -2.034161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 196938 members 
Entering Unmasked Estep 
Score: -20341604.000000 Penalty: 3965.204102
	Iteration 33Q: 3 clusters Score -2.03416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 196943 members 
Entering Unmasked Estep 
Score: -20341596.000000 Penalty: 3965.204102
	Iteration 34Q: 3 clusters Score -2.03416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 196954 members 
Entering Unmasked Estep 
Score: -20341590.000000 Penalty: 3965.204102
	Iteration 35Q: 3 clusters Score -2.034159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 196962 members 
Entering Unmasked Estep 
Score: -20341580.000000 Penalty: 3965.204102
	Iteration 36Q: 3 clusters Score -2.034158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 196968 members 
Entering Unmasked Estep 
Score: -20341586.000000 Penalty: 3965.204102
	Iteration 37Q: 3 clusters Score -2.034159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 196976 members 
Entering Unmasked Estep 
Score: -20341610.000000 Penalty: 3965.204102
	Iteration 38Q: 3 clusters Score -2.034161e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 196987 members 
Entering Unmasked Estep 
Score: -20341616.000000 Penalty: 3965.204102
	Iteration 39Q: 3 clusters Score -2.034162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 196998 members 
Entering Unmasked Estep 
Score: -20341602.000000 Penalty: 3965.204102
	Iteration 40F: 3 clusters Score -2.03416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 197008 members 
Entering Unmasked Estep 
Score: -20341600.000000 Penalty: 3965.204102
	Iteration 41Q: 3 clusters Score -2.03416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 197011 members 
Entering Unmasked Estep 
Score: -20341602.000000 Penalty: 3965.204102
	Iteration 42Q: 3 clusters Score -2.03416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 197013 members 
Entering Unmasked Estep 
Score: -20341604.000000 Penalty: 3965.204102
	Iteration 43Q: 3 clusters Score -2.03416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 197015 members 
Entering Unmasked Estep 
Score: -20341606.000000 Penalty: 3965.204102
	Iteration 44Q: 3 clusters Score -2.034161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 197016 members 
Entering Unmasked Estep 
Score: -20341584.000000 Penalty: 3965.204102
	Iteration 45Q: 3 clusters Score -2.034158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 197017 members 
Entering Unmasked Estep 
Score: -20341574.000000 Penalty: 3965.204102
	Iteration 46Q: 3 clusters Score -2.034157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 197019 members 
Entering Unmasked Estep 
Score: -20341584.000000 Penalty: 3965.204102
	Iteration 47Q: 3 clusters Score -2.034158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 197020 members 
Entering Unmasked Estep 
Score: -20341582.000000 Penalty: 3965.204102
	Iteration 48Q: 3 clusters Score -2.034158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 197020 members 
Entering Unmasked Estep 
Score: -20341582.000000 Penalty: 3965.204102
	Iteration 49F: 3 clusters Score -2.034158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67689 members 
Entering Unmasked Estep 
Score: -6870857.000000 Penalty: 1807.435303
	Iteration 0F: 2 clusters Score -6870857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -6825448.000000 Penalty: 3614.870605
	Iteration 0F: 3 clusters Score -6825448 nChanged 32144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -6844251.000000 Penalty: 3614.870605
	Iteration 1F: 3 clusters Score -6844251 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -6844947.000000 Penalty: 3614.870605
	Iteration 2Q: 3 clusters Score -6844947 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -6845866.500000 Penalty: 3614.870605
	Iteration 3Q: 3 clusters Score -6845866 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -6846881.000000 Penalty: 3614.870605
	Iteration 4Q: 3 clusters Score -6846881 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -6848235.500000 Penalty: 3614.870605
	Iteration 5Q: 3 clusters Score -6848236 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -6849677.000000 Penalty: 3614.870605
	Iteration 6Q: 3 clusters Score -6849677 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -6851240.500000 Penalty: 3614.870605
	Iteration 7Q: 3 clusters Score -6851240 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -6853041.000000 Penalty: 3614.870605
	Iteration 8Q: 3 clusters Score -6853041 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -6855220.500000 Penalty: 3614.870605
	Iteration 9F: 3 clusters Score -6855220 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -6857303.000000 Penalty: 3614.870605
	Iteration 10F: 3 clusters Score -6857303 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -6858948.500000 Penalty: 3614.870605
	Iteration 11Q: 3 clusters Score -6858948 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -6859795.500000 Penalty: 3614.870605
	Iteration 12Q: 3 clusters Score -6859796 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -6860191.500000 Penalty: 3614.870605
	Iteration 13Q: 3 clusters Score -6860192 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -6860461.000000 Penalty: 3614.870605
	Iteration 14Q: 3 clusters Score -6860461 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -6860695.000000 Penalty: 3614.870605
	Iteration 15Q: 3 clusters Score -6860695 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -6860896.000000 Penalty: 3614.870605
	Iteration 16Q: 3 clusters Score -6860896 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -6861052.000000 Penalty: 3614.870605
	Iteration 17Q: 3 clusters Score -6861052 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -6861221.500000 Penalty: 3614.870605
	Iteration 18Q: 3 clusters Score -6861222 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -6861454.000000 Penalty: 3614.870605
	Iteration 19Q: 3 clusters Score -6861454 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -6861617.000000 Penalty: 3614.870605
	Iteration 20F: 3 clusters Score -6861617 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -6861820.000000 Penalty: 3614.870605
	Iteration 21Q: 3 clusters Score -6861820 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -6862018.000000 Penalty: 3614.870605
	Iteration 22Q: 3 clusters Score -6862018 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50140 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -6862275.500000 Penalty: 3614.870605
	Iteration 23Q: 3 clusters Score -6862276 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -6862539.000000 Penalty: 3614.870605
	Iteration 24Q: 3 clusters Score -6862539 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -6862854.000000 Penalty: 3614.870605
	Iteration 25Q: 3 clusters Score -6862854 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52905 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -6863147.000000 Penalty: 3614.870605
	Iteration 26Q: 3 clusters Score -6863147 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -6863529.500000 Penalty: 3614.870605
	Iteration 27Q: 3 clusters Score -6863530 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55009 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -6863903.000000 Penalty: 3614.870605
	Iteration 28Q: 3 clusters Score -6863903 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -6864286.500000 Penalty: 3614.870605
	Iteration 29Q: 3 clusters Score -6864286 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -6864762.500000 Penalty: 3614.870605
	Iteration 30Q: 3 clusters Score -6864762 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58307 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -6865229.000000 Penalty: 3614.870605
	Iteration 31Q: 3 clusters Score -6865229 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -6865666.500000 Penalty: 3614.870605
	Iteration 32Q: 3 clusters Score -6865666 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60381 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -6866141.500000 Penalty: 3614.870605
	Iteration 33Q: 3 clusters Score -6866142 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61354 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -6866531.500000 Penalty: 3614.870605
	Iteration 34Q: 3 clusters Score -6866532 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62255 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -6866929.500000 Penalty: 3614.870605
	Iteration 35Q: 3 clusters Score -6866930 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63128 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -6867360.000000 Penalty: 3614.870605
	Iteration 36Q: 3 clusters Score -6867360 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63905 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -6867761.000000 Penalty: 3614.870605
	Iteration 37Q: 3 clusters Score -6867761 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64556 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -6868055.000000 Penalty: 3614.870605
	Iteration 38Q: 3 clusters Score -6868055 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -6868292.000000 Penalty: 3614.870605
	Iteration 39Q: 3 clusters Score -6868292 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65515 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -6868515.000000 Penalty: 3614.870605
	Iteration 40F: 3 clusters Score -6868515 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65874 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -6868692.000000 Penalty: 3614.870605
	Iteration 41Q: 3 clusters Score -6868692 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66137 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6868827.000000 Penalty: 3614.870605
	Iteration 42Q: 3 clusters Score -6868827 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66350 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6868922.500000 Penalty: 3614.870605
	Iteration 43Q: 3 clusters Score -6868922 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6868996.000000 Penalty: 3614.870605
	Iteration 44Q: 3 clusters Score -6868996 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6869063.500000 Penalty: 3614.870605
	Iteration 45Q: 3 clusters Score -6869064 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66712 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6869108.000000 Penalty: 3614.870605
	Iteration 46Q: 3 clusters Score -6869108 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6869134.500000 Penalty: 3614.870605
	Iteration 47Q: 3 clusters Score -6869134 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66825 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6869165.000000 Penalty: 3614.870605
	Iteration 48Q: 3 clusters Score -6869165 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66873 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6869203.000000 Penalty: 3614.870605
	Iteration 49Q: 3 clusters Score -6869203 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66908 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6869218.500000 Penalty: 3614.870605
	Iteration 50Q: 3 clusters Score -6869218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6869224.500000 Penalty: 3614.870605
	Iteration 51Q: 3 clusters Score -6869224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6869243.000000 Penalty: 3614.870605
	Iteration 52Q: 3 clusters Score -6869243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66971 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6869240.000000 Penalty: 3614.870605
	Iteration 53Q: 3 clusters Score -6869240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66985 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6869247.500000 Penalty: 3614.870605
	Iteration 54Q: 3 clusters Score -6869248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66997 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6869241.000000 Penalty: 3614.870605
	Iteration 55Q: 3 clusters Score -6869241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6869259.000000 Penalty: 3614.870605
	Iteration 56Q: 3 clusters Score -6869259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67021 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6869264.500000 Penalty: 3614.870605
	Iteration 57Q: 3 clusters Score -6869264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67038 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6869275.000000 Penalty: 3614.870605
	Iteration 58Q: 3 clusters Score -6869275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6869281.000000 Penalty: 3614.870605
	Iteration 59Q: 3 clusters Score -6869281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6869288.000000 Penalty: 3614.870605
	Iteration 60F: 3 clusters Score -6869288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67072 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6869292.000000 Penalty: 3614.870605
	Iteration 61Q: 3 clusters Score -6869292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6869303.500000 Penalty: 3614.870605
	Iteration 62Q: 3 clusters Score -6869304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67087 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6869311.000000 Penalty: 3614.870605
	Iteration 63Q: 3 clusters Score -6869311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6869305.500000 Penalty: 3614.870605
	Iteration 64Q: 3 clusters Score -6869306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67093 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6869314.000000 Penalty: 3614.870605
	Iteration 65Q: 3 clusters Score -6869314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67096 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6869314.500000 Penalty: 3614.870605
	Iteration 66Q: 3 clusters Score -6869314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67099 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6869321.000000 Penalty: 3614.870605
	Iteration 67Q: 3 clusters Score -6869321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67102 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6869322.000000 Penalty: 3614.870605
	Iteration 68Q: 3 clusters Score -6869322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67102 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6869322.000000 Penalty: 3614.870605
	Iteration 69F: 3 clusters Score -6869322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Entering Unmasked Estep 
Score: -994591.062500 Penalty: 1490.486206
	Iteration 0F: 2 clusters Score -994591.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -987670.500000 Penalty: 2980.972412
	Iteration 0F: 3 clusters Score -987670.5 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -989969.000000 Penalty: 2980.972412
	Iteration 1F: 3 clusters Score -989969 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -990255.625000 Penalty: 2980.972412
	Iteration 2F: 3 clusters Score -990255.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -990555.312500 Penalty: 2980.972412
	Iteration 3F: 3 clusters Score -990555.3 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -990878.687500 Penalty: 2980.972412
	Iteration 4F: 3 clusters Score -990878.7 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -991250.187500 Penalty: 2980.972412
	Iteration 5F: 3 clusters Score -991250.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -991628.250000 Penalty: 2980.972412
	Iteration 6F: 3 clusters Score -991628.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -992069.812500 Penalty: 2980.972412
	Iteration 7F: 3 clusters Score -992069.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -992490.875000 Penalty: 2980.972412
	Iteration 8Q: 3 clusters Score -992490.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -992827.875000 Penalty: 2980.972412
	Iteration 9Q: 3 clusters Score -992827.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -993059.437500 Penalty: 2980.972412
	Iteration 10Q: 3 clusters Score -993059.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -993200.187500 Penalty: 2980.972412
	Iteration 11Q: 3 clusters Score -993200.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -993274.125000 Penalty: 2980.972412
	Iteration 12Q: 3 clusters Score -993274.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -993330.687500 Penalty: 2980.972412
	Iteration 13Q: 3 clusters Score -993330.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -993368.125000 Penalty: 2980.972412
	Iteration 14Q: 3 clusters Score -993368.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -993395.625000 Penalty: 2980.972412
	Iteration 15Q: 3 clusters Score -993395.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -993406.812500 Penalty: 2980.972412
	Iteration 16Q: 3 clusters Score -993406.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -993422.687500 Penalty: 2980.972412
	Iteration 17Q: 3 clusters Score -993422.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -993430.562500 Penalty: 2980.972412
	Iteration 18Q: 3 clusters Score -993430.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -993435.125000 Penalty: 2980.972412
	Iteration 19Q: 3 clusters Score -993435.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -993437.375000 Penalty: 2980.972412
	Iteration 20F: 3 clusters Score -993437.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -993442.250000 Penalty: 2980.972412
	Iteration 21Q: 3 clusters Score -993442.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -993451.187500 Penalty: 2980.972412
	Iteration 22Q: 3 clusters Score -993451.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -993454.875000 Penalty: 2980.972412
	Iteration 23Q: 3 clusters Score -993454.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -993455.812500 Penalty: 2980.972412
	Iteration 24Q: 3 clusters Score -993455.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -993459.562500 Penalty: 2980.972412
	Iteration 25Q: 3 clusters Score -993459.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -993460.750000 Penalty: 2980.972412
	Iteration 26Q: 3 clusters Score -993460.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -993463.562500 Penalty: 2980.972412
	Iteration 27Q: 3 clusters Score -993463.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -993465.625000 Penalty: 2980.972412
	Iteration 28Q: 3 clusters Score -993465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -993468.000000 Penalty: 2980.972412
	Iteration 29Q: 3 clusters Score -993468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -993468.250000 Penalty: 2980.972412
	Iteration 30Q: 3 clusters Score -993468.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -993469.437500 Penalty: 2980.972412
	Iteration 31Q: 3 clusters Score -993469.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -993472.375000 Penalty: 2980.972412
	Iteration 32Q: 3 clusters Score -993472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -993472.375000 Penalty: 2980.972412
	Iteration 33Q: 3 clusters Score -993472.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -993473.875000 Penalty: 2980.972412
	Iteration 34Q: 3 clusters Score -993473.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -993473.250000 Penalty: 2980.972412
	Iteration 35Q: 3 clusters Score -993473.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -993474.062500 Penalty: 2980.972412
	Iteration 36Q: 3 clusters Score -993474.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -993474.062500 Penalty: 2980.972412
	Iteration 37F: 3 clusters Score -993474.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Entering Unmasked Estep 
Score: -270025.218750 Penalty: 1303.720703
	Iteration 0F: 2 clusters Score -270025.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -267275.218750 Penalty: 2607.441406
	Iteration 0F: 3 clusters Score -267275.2 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -268063.281250 Penalty: 2607.441406
	Iteration 1F: 3 clusters Score -268063.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -268335.125000 Penalty: 2607.441406
	Iteration 2F: 3 clusters Score -268335.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -268535.156250 Penalty: 2607.441406
	Iteration 3F: 3 clusters Score -268535.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -268682.437500 Penalty: 2607.441406
	Iteration 4F: 3 clusters Score -268682.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -268808.156250 Penalty: 2607.441406
	Iteration 5F: 3 clusters Score -268808.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -268907.593750 Penalty: 2607.441406
	Iteration 6Q: 3 clusters Score -268907.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -268966.312500 Penalty: 2607.441406
	Iteration 7Q: 3 clusters Score -268966.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -269002.531250 Penalty: 2607.441406
	Iteration 8Q: 3 clusters Score -269002.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -269026.000000 Penalty: 2607.441406
	Iteration 9Q: 3 clusters Score -269026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -269056.031250 Penalty: 2607.441406
	Iteration 10Q: 3 clusters Score -269056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -269072.781250 Penalty: 2607.441406
	Iteration 11Q: 3 clusters Score -269072.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -269084.968750 Penalty: 2607.441406
	Iteration 12Q: 3 clusters Score -269085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -269098.406250 Penalty: 2607.441406
	Iteration 13Q: 3 clusters Score -269098.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -269116.125000 Penalty: 2607.441406
	Iteration 14Q: 3 clusters Score -269116.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -269136.875000 Penalty: 2607.441406
	Iteration 15Q: 3 clusters Score -269136.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -269153.656250 Penalty: 2607.441406
	Iteration 16Q: 3 clusters Score -269153.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -269169.031250 Penalty: 2607.441406
	Iteration 17Q: 3 clusters Score -269169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -269178.343750 Penalty: 2607.441406
	Iteration 18Q: 3 clusters Score -269178.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -269186.125000 Penalty: 2607.441406
	Iteration 19Q: 3 clusters Score -269186.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -269192.968750 Penalty: 2607.441406
	Iteration 20F: 3 clusters Score -269193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -269197.437500 Penalty: 2607.441406
	Iteration 21Q: 3 clusters Score -269197.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -269201.093750 Penalty: 2607.441406
	Iteration 22Q: 3 clusters Score -269201.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -269203.687500 Penalty: 2607.441406
	Iteration 23Q: 3 clusters Score -269203.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -269207.781250 Penalty: 2607.441406
	Iteration 24Q: 3 clusters Score -269207.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -269213.500000 Penalty: 2607.441406
	Iteration 25Q: 3 clusters Score -269213.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -269220.031250 Penalty: 2607.441406
	Iteration 26Q: 3 clusters Score -269220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -269226.343750 Penalty: 2607.441406
	Iteration 27Q: 3 clusters Score -269226.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -269235.718750 Penalty: 2607.441406
	Iteration 28Q: 3 clusters Score -269235.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -269245.968750 Penalty: 2607.441406
	Iteration 29Q: 3 clusters Score -269246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -269256.156250 Penalty: 2607.441406
	Iteration 30Q: 3 clusters Score -269256.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -269263.718750 Penalty: 2607.441406
	Iteration 31Q: 3 clusters Score -269263.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -269268.156250 Penalty: 2607.441406
	Iteration 32Q: 3 clusters Score -269268.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -269270.625000 Penalty: 2607.441406
	Iteration 33Q: 3 clusters Score -269270.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -269271.906250 Penalty: 2607.441406
	Iteration 34Q: 3 clusters Score -269271.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -269271.812500 Penalty: 2607.441406
	Iteration 35Q: 3 clusters Score -269271.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -269271.812500 Penalty: 2607.441406
	Iteration 36F: 3 clusters Score -269271.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62664 members 
Entering Unmasked Estep 
Score: -6370106.500000 Penalty: 1794.900635
	Iteration 0F: 2 clusters Score -6370106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -6328250.000000 Penalty: 3589.801270
	Iteration 0F: 3 clusters Score -6328250 nChanged 29488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -6345294.000000 Penalty: 3589.801270
	Iteration 1F: 3 clusters Score -6345294 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -6346203.000000 Penalty: 3589.801270
	Iteration 2Q: 3 clusters Score -6346203 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -6347619.500000 Penalty: 3589.801270
	Iteration 3F: 3 clusters Score -6347620 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -6349935.500000 Penalty: 3589.801270
	Iteration 4F: 3 clusters Score -6349936 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -6353699.500000 Penalty: 3589.801270
	Iteration 5F: 3 clusters Score -6353700 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -6358529.000000 Penalty: 3589.801270
	Iteration 6F: 3 clusters Score -6358529 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -6363047.000000 Penalty: 3589.801270
	Iteration 7F: 3 clusters Score -6363047 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58199 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -6366102.500000 Penalty: 3589.801270
	Iteration 8Q: 3 clusters Score -6366102 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -6367752.000000 Penalty: 3589.801270
	Iteration 9Q: 3 clusters Score -6367752 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -6368553.500000 Penalty: 3589.801270
	Iteration 10Q: 3 clusters Score -6368554 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60637 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6368855.000000 Penalty: 3589.801270
	Iteration 11Q: 3 clusters Score -6368855 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6368971.500000 Penalty: 3589.801270
	Iteration 12Q: 3 clusters Score -6368972 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6369027.000000 Penalty: 3589.801270
	Iteration 13Q: 3 clusters Score -6369027 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6369090.500000 Penalty: 3589.801270
	Iteration 14Q: 3 clusters Score -6369090 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -6369094.500000 Penalty: 3589.801270
	Iteration 15Q: 3 clusters Score -6369094 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61045 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6369130.000000 Penalty: 3589.801270
	Iteration 16Q: 3 clusters Score -6369130 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61083 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6369141.500000 Penalty: 3589.801270
	Iteration 17Q: 3 clusters Score -6369142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61109 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6369146.500000 Penalty: 3589.801270
	Iteration 18Q: 3 clusters Score -6369146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61133 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6369153.000000 Penalty: 3589.801270
	Iteration 19Q: 3 clusters Score -6369153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61149 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6369154.500000 Penalty: 3589.801270
	Iteration 20F: 3 clusters Score -6369154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6369157.500000 Penalty: 3589.801270
	Iteration 21Q: 3 clusters Score -6369158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6369168.500000 Penalty: 3589.801270
	Iteration 22Q: 3 clusters Score -6369168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61177 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6369176.000000 Penalty: 3589.801270
	Iteration 23Q: 3 clusters Score -6369176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6369172.000000 Penalty: 3589.801270
	Iteration 24Q: 3 clusters Score -6369172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61189 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6369166.000000 Penalty: 3589.801270
	Iteration 25Q: 3 clusters Score -6369166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61193 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6369163.000000 Penalty: 3589.801270
	Iteration 26Q: 3 clusters Score -6369163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61197 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6369162.000000 Penalty: 3589.801270
	Iteration 27Q: 3 clusters Score -6369162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61201 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6369167.500000 Penalty: 3589.801270
	Iteration 28Q: 3 clusters Score -6369168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61203 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6369174.000000 Penalty: 3589.801270
	Iteration 29Q: 3 clusters Score -6369174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61204 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6369173.000000 Penalty: 3589.801270
	Iteration 30Q: 3 clusters Score -6369173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61204 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6369173.000000 Penalty: 3589.801270
	Iteration 31F: 3 clusters Score -6369173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (216547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216547 members 
Entering Unmasked Estep 
Score: -22134066.000000 Penalty: 1996.403931
	Iteration 0F: 2 clusters Score -2.213407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108388 members 
Mstep: Class 2 contains 108159 members 
Entering Unmasked Estep 
Score: -22021794.000000 Penalty: 3992.807861
	Iteration 0F: 3 clusters Score -2.202179e+07 nChanged 104907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110327 members 
Mstep: Class 2 contains 106220 members 
Entering Unmasked Estep 
Score: -22084426.000000 Penalty: 3992.807861
	Iteration 1F: 3 clusters Score -2.208443e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111571 members 
Mstep: Class 2 contains 104976 members 
Entering Unmasked Estep 
Score: -22085250.000000 Penalty: 3992.807861
	Iteration 2Q: 3 clusters Score -2.208525e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113525 members 
Mstep: Class 2 contains 103022 members 
Entering Unmasked Estep 
Score: -22086604.000000 Penalty: 3992.807861
	Iteration 3Q: 3 clusters Score -2.20866e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116204 members 
Mstep: Class 2 contains 100343 members 
Entering Unmasked Estep 
Score: -22088500.000000 Penalty: 3992.807861
	Iteration 4Q: 3 clusters Score -2.20885e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119944 members 
Mstep: Class 2 contains 96603 members 
Entering Unmasked Estep 
Score: -22091042.000000 Penalty: 3992.807861
	Iteration 5Q: 3 clusters Score -2.209104e+07 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125178 members 
Mstep: Class 2 contains 91369 members 
Entering Unmasked Estep 
Score: -22095090.000000 Penalty: 3992.807861
	Iteration 6Q: 3 clusters Score -2.209509e+07 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131774 members 
Mstep: Class 2 contains 84773 members 
Entering Unmasked Estep 
Score: -22101912.000000 Penalty: 3992.807861
	Iteration 7F: 3 clusters Score -2.210191e+07 nChanged 13002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139000 members 
Mstep: Class 2 contains 77547 members 
Entering Unmasked Estep 
Score: -22110970.000000 Penalty: 3992.807861
	Iteration 8F: 3 clusters Score -2.211097e+07 nChanged 13613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145409 members 
Mstep: Class 2 contains 71138 members 
Entering Unmasked Estep 
Score: -22121096.000000 Penalty: 3992.807861
	Iteration 9F: 3 clusters Score -2.21211e+07 nChanged 12438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149187 members 
Mstep: Class 2 contains 67360 members 
Entering Unmasked Estep 
Score: -22128246.000000 Penalty: 3992.807861
	Iteration 10F: 3 clusters Score -2.212825e+07 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150858 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -22131950.000000 Penalty: 3992.807861
	Iteration 11Q: 3 clusters Score -2.213195e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151422 members 
Mstep: Class 2 contains 65125 members 
Entering Unmasked Estep 
Score: -22133684.000000 Penalty: 3992.807861
	Iteration 12Q: 3 clusters Score -2.213368e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151623 members 
Mstep: Class 2 contains 64924 members 
Entering Unmasked Estep 
Score: -22134616.000000 Penalty: 3992.807861
	Iteration 13Q: 3 clusters Score -2.213462e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151675 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -22135206.000000 Penalty: 3992.807861
	Iteration 14Q: 3 clusters Score -2.213521e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151506 members 
Mstep: Class 2 contains 65041 members 
Entering Unmasked Estep 
Score: -22135452.000000 Penalty: 3992.807861
	Iteration 15Q: 3 clusters Score -2.213545e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151312 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -22135734.000000 Penalty: 3992.807861
	Iteration 16Q: 3 clusters Score -2.213573e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150943 members 
Mstep: Class 2 contains 65604 members 
Entering Unmasked Estep 
Score: -22135948.000000 Penalty: 3992.807861
	Iteration 17Q: 3 clusters Score -2.213595e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150489 members 
Mstep: Class 2 contains 66058 members 
Entering Unmasked Estep 
Score: -22136254.000000 Penalty: 3992.807861
	Iteration 18Q: 3 clusters Score -2.213625e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149938 members 
Mstep: Class 2 contains 66609 members 
Entering Unmasked Estep 
Score: -22136486.000000 Penalty: 3992.807861
	Iteration 19Q: 3 clusters Score -2.213649e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149315 members 
Mstep: Class 2 contains 67232 members 
Entering Unmasked Estep 
Score: -22136906.000000 Penalty: 3992.807861
	Iteration 20F: 3 clusters Score -2.213691e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148696 members 
Mstep: Class 2 contains 67851 members 
Entering Unmasked Estep 
Score: -22137014.000000 Penalty: 3992.807861
	Iteration 21Q: 3 clusters Score -2.213701e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148068 members 
Mstep: Class 2 contains 68479 members 
Entering Unmasked Estep 
Score: -22137244.000000 Penalty: 3992.807861
	Iteration 22Q: 3 clusters Score -2.213724e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147383 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -22137344.000000 Penalty: 3992.807861
	Iteration 23Q: 3 clusters Score -2.213734e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146717 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -22137576.000000 Penalty: 3992.807861
	Iteration 24Q: 3 clusters Score -2.213758e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146013 members 
Mstep: Class 2 contains 70534 members 
Entering Unmasked Estep 
Score: -22137830.000000 Penalty: 3992.807861
	Iteration 25Q: 3 clusters Score -2.213783e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145307 members 
Mstep: Class 2 contains 71240 members 
Entering Unmasked Estep 
Score: -22138104.000000 Penalty: 3992.807861
	Iteration 26Q: 3 clusters Score -2.21381e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144546 members 
Mstep: Class 2 contains 72001 members 
Entering Unmasked Estep 
Score: -22138260.000000 Penalty: 3992.807861
	Iteration 27Q: 3 clusters Score -2.213826e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143668 members 
Mstep: Class 2 contains 72879 members 
Entering Unmasked Estep 
Score: -22138502.000000 Penalty: 3992.807861
	Iteration 28Q: 3 clusters Score -2.21385e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142707 members 
Mstep: Class 2 contains 73840 members 
Entering Unmasked Estep 
Score: -22138804.000000 Penalty: 3992.807861
	Iteration 29Q: 3 clusters Score -2.21388e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141786 members 
Mstep: Class 2 contains 74761 members 
Entering Unmasked Estep 
Score: -22139090.000000 Penalty: 3992.807861
	Iteration 30Q: 3 clusters Score -2.213909e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140771 members 
Mstep: Class 2 contains 75776 members 
Entering Unmasked Estep 
Score: -22139308.000000 Penalty: 3992.807861
	Iteration 31Q: 3 clusters Score -2.213931e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139655 members 
Mstep: Class 2 contains 76892 members 
Entering Unmasked Estep 
Score: -22139566.000000 Penalty: 3992.807861
	Iteration 32Q: 3 clusters Score -2.213957e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138507 members 
Mstep: Class 2 contains 78040 members 
Entering Unmasked Estep 
Score: -22139618.000000 Penalty: 3992.807861
	Iteration 33Q: 3 clusters Score -2.213962e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137243 members 
Mstep: Class 2 contains 79304 members 
Entering Unmasked Estep 
Score: -22139808.000000 Penalty: 3992.807861
	Iteration 34Q: 3 clusters Score -2.213981e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135820 members 
Mstep: Class 2 contains 80727 members 
Entering Unmasked Estep 
Score: -22139920.000000 Penalty: 3992.807861
	Iteration 35Q: 3 clusters Score -2.213992e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134240 members 
Mstep: Class 2 contains 82307 members 
Entering Unmasked Estep 
Score: -22140092.000000 Penalty: 3992.807861
	Iteration 36Q: 3 clusters Score -2.214009e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132559 members 
Mstep: Class 2 contains 83988 members 
Entering Unmasked Estep 
Score: -22140262.000000 Penalty: 3992.807861
	Iteration 37Q: 3 clusters Score -2.214026e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130770 members 
Mstep: Class 2 contains 85777 members 
Entering Unmasked Estep 
Score: -22140388.000000 Penalty: 3992.807861
	Iteration 38Q: 3 clusters Score -2.214039e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128848 members 
Mstep: Class 2 contains 87699 members 
Entering Unmasked Estep 
Score: -22140632.000000 Penalty: 3992.807861
	Iteration 39Q: 3 clusters Score -2.214063e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126843 members 
Mstep: Class 2 contains 89704 members 
Entering Unmasked Estep 
Score: -22140764.000000 Penalty: 3992.807861
	Iteration 40F: 3 clusters Score -2.214076e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124667 members 
Mstep: Class 2 contains 91880 members 
Entering Unmasked Estep 
Score: -22140904.000000 Penalty: 3992.807861
	Iteration 41Q: 3 clusters Score -2.21409e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122306 members 
Mstep: Class 2 contains 94241 members 
Entering Unmasked Estep 
Score: -22141184.000000 Penalty: 3992.807861
	Iteration 42Q: 3 clusters Score -2.214118e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119768 members 
Mstep: Class 2 contains 96779 members 
Entering Unmasked Estep 
Score: -22141542.000000 Penalty: 3992.807861
	Iteration 43Q: 3 clusters Score -2.214154e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117040 members 
Mstep: Class 2 contains 99507 members 
Entering Unmasked Estep 
Score: -22142016.000000 Penalty: 3992.807861
	Iteration 44Q: 3 clusters Score -2.214202e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114178 members 
Mstep: Class 2 contains 102369 members 
Entering Unmasked Estep 
Score: -22142508.000000 Penalty: 3992.807861
	Iteration 45Q: 3 clusters Score -2.214251e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111161 members 
Mstep: Class 2 contains 105386 members 
Entering Unmasked Estep 
Score: -22142950.000000 Penalty: 3992.807861
	Iteration 46Q: 3 clusters Score -2.214295e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108022 members 
Mstep: Class 2 contains 108525 members 
Entering Unmasked Estep 
Score: -22143138.000000 Penalty: 3992.807861
	Iteration 47Q: 3 clusters Score -2.214314e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104858 members 
Mstep: Class 2 contains 111689 members 
Entering Unmasked Estep 
Score: -22143684.000000 Penalty: 3992.807861
	Iteration 48Q: 3 clusters Score -2.214368e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101558 members 
Mstep: Class 2 contains 114989 members 
Entering Unmasked Estep 
Score: -22144288.000000 Penalty: 3992.807861
	Iteration 49Q: 3 clusters Score -2.214429e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98290 members 
Mstep: Class 2 contains 118257 members 
Entering Unmasked Estep 
Score: -22144772.000000 Penalty: 3992.807861
	Iteration 50Q: 3 clusters Score -2.214477e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95080 members 
Mstep: Class 2 contains 121467 members 
Entering Unmasked Estep 
Score: -22145350.000000 Penalty: 3992.807861
	Iteration 51Q: 3 clusters Score -2.214535e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91922 members 
Mstep: Class 2 contains 124625 members 
Entering Unmasked Estep 
Score: -22145846.000000 Penalty: 3992.807861
	Iteration 52Q: 3 clusters Score -2.214585e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 127736 members 
Entering Unmasked Estep 
Score: -22146264.000000 Penalty: 3992.807861
	Iteration 53Q: 3 clusters Score -2.214626e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85745 members 
Mstep: Class 2 contains 130802 members 
Entering Unmasked Estep 
Score: -22146842.000000 Penalty: 3992.807861
	Iteration 54Q: 3 clusters Score -2.214684e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 133758 members 
Entering Unmasked Estep 
Score: -22147102.000000 Penalty: 3992.807861
	Iteration 55Q: 3 clusters Score -2.21471e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79881 members 
Mstep: Class 2 contains 136666 members 
Entering Unmasked Estep 
Score: -22147394.000000 Penalty: 3992.807861
	Iteration 56Q: 3 clusters Score -2.214739e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76945 members 
Mstep: Class 2 contains 139602 members 
Entering Unmasked Estep 
Score: -22147848.000000 Penalty: 3992.807861
	Iteration 57Q: 3 clusters Score -2.214785e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74095 members 
Mstep: Class 2 contains 142452 members 
Entering Unmasked Estep 
Score: -22148020.000000 Penalty: 3992.807861
	Iteration 58Q: 3 clusters Score -2.214802e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71414 members 
Mstep: Class 2 contains 145133 members 
Entering Unmasked Estep 
Score: -22148136.000000 Penalty: 3992.807861
	Iteration 59Q: 3 clusters Score -2.214814e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68815 members 
Mstep: Class 2 contains 147732 members 
Entering Unmasked Estep 
Score: -22148428.000000 Penalty: 3992.807861
	Iteration 60F: 3 clusters Score -2.214843e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 150926 members 
Entering Unmasked Estep 
Score: -22148270.000000 Penalty: 3992.807861
	Iteration 61Q: 3 clusters Score -2.214827e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 154168 members 
Entering Unmasked Estep 
Score: -22148048.000000 Penalty: 3992.807861
	Iteration 62Q: 3 clusters Score -2.214805e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59070 members 
Mstep: Class 2 contains 157477 members 
Entering Unmasked Estep 
Score: -22147840.000000 Penalty: 3992.807861
	Iteration 63Q: 3 clusters Score -2.214784e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 160711 members 
Entering Unmasked Estep 
Score: -22147390.000000 Penalty: 3992.807861
	Iteration 64Q: 3 clusters Score -2.214739e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 163828 members 
Entering Unmasked Estep 
Score: -22146844.000000 Penalty: 3992.807861
	Iteration 65Q: 3 clusters Score -2.214684e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 166809 members 
Entering Unmasked Estep 
Score: -22146348.000000 Penalty: 3992.807861
	Iteration 66Q: 3 clusters Score -2.214635e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 169634 members 
Entering Unmasked Estep 
Score: -22145936.000000 Penalty: 3992.807861
	Iteration 67Q: 3 clusters Score -2.214594e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 172291 members 
Entering Unmasked Estep 
Score: -22145392.000000 Penalty: 3992.807861
	Iteration 68Q: 3 clusters Score -2.214539e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 174880 members 
Entering Unmasked Estep 
Score: -22144588.000000 Penalty: 3992.807861
	Iteration 69Q: 3 clusters Score -2.214459e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 177460 members 
Entering Unmasked Estep 
Score: -22143940.000000 Penalty: 3992.807861
	Iteration 70Q: 3 clusters Score -2.214394e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 179983 members 
Entering Unmasked Estep 
Score: -22143150.000000 Penalty: 3992.807861
	Iteration 71Q: 3 clusters Score -2.214315e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 182494 members 
Entering Unmasked Estep 
Score: -22142224.000000 Penalty: 3992.807861
	Iteration 72Q: 3 clusters Score -2.214222e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 184910 members 
Entering Unmasked Estep 
Score: -22141344.000000 Penalty: 3992.807861
	Iteration 73Q: 3 clusters Score -2.214134e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 187212 members 
Entering Unmasked Estep 
Score: -22140466.000000 Penalty: 3992.807861
	Iteration 74Q: 3 clusters Score -2.214047e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 189324 members 
Entering Unmasked Estep 
Score: -22139662.000000 Penalty: 3992.807861
	Iteration 75Q: 3 clusters Score -2.213966e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 191290 members 
Entering Unmasked Estep 
Score: -22139042.000000 Penalty: 3992.807861
	Iteration 76Q: 3 clusters Score -2.213904e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 193073 members 
Entering Unmasked Estep 
Score: -22138564.000000 Penalty: 3992.807861
	Iteration 77Q: 3 clusters Score -2.213856e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 194736 members 
Entering Unmasked Estep 
Score: -22138034.000000 Penalty: 3992.807861
	Iteration 78Q: 3 clusters Score -2.213803e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 196271 members 
Entering Unmasked Estep 
Score: -22137422.000000 Penalty: 3992.807861
	Iteration 79Q: 3 clusters Score -2.213742e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 197654 members 
Entering Unmasked Estep 
Score: -22137308.000000 Penalty: 3992.807861
	Iteration 80F: 3 clusters Score -2.213731e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 199323 members 
Entering Unmasked Estep 
Score: -22136636.000000 Penalty: 3992.807861
	Iteration 81Q: 3 clusters Score -2.213664e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 200795 members 
Entering Unmasked Estep 
Score: -22136106.000000 Penalty: 3992.807861
	Iteration 82Q: 3 clusters Score -2.213611e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 202135 members 
Entering Unmasked Estep 
Score: -22135688.000000 Penalty: 3992.807861
	Iteration 83Q: 3 clusters Score -2.213569e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 203334 members 
Entering Unmasked Estep 
Score: -22135342.000000 Penalty: 3992.807861
	Iteration 84Q: 3 clusters Score -2.213534e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 204435 members 
Entering Unmasked Estep 
Score: -22135068.000000 Penalty: 3992.807861
	Iteration 85Q: 3 clusters Score -2.213507e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 205438 members 
Entering Unmasked Estep 
Score: -22134752.000000 Penalty: 3992.807861
	Iteration 86Q: 3 clusters Score -2.213475e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 206406 members 
Entering Unmasked Estep 
Score: -22134518.000000 Penalty: 3992.807861
	Iteration 87Q: 3 clusters Score -2.213452e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 207321 members 
Entering Unmasked Estep 
Score: -22134346.000000 Penalty: 3992.807861
	Iteration 88Q: 3 clusters Score -2.213435e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 208157 members 
Entering Unmasked Estep 
Score: -22134228.000000 Penalty: 3992.807861
	Iteration 89Q: 3 clusters Score -2.213423e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 208926 members 
Entering Unmasked Estep 
Score: -22133978.000000 Penalty: 3992.807861
	Iteration 90Q: 3 clusters Score -2.213398e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 209619 members 
Entering Unmasked Estep 
Score: -22133804.000000 Penalty: 3992.807861
	Iteration 91Q: 3 clusters Score -2.21338e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 210232 members 
Entering Unmasked Estep 
Score: -22133666.000000 Penalty: 3992.807861
	Iteration 92Q: 3 clusters Score -2.213367e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 210820 members 
Entering Unmasked Estep 
Score: -22133494.000000 Penalty: 3992.807861
	Iteration 93Q: 3 clusters Score -2.213349e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 211301 members 
Entering Unmasked Estep 
Score: -22133398.000000 Penalty: 3992.807861
	Iteration 94Q: 3 clusters Score -2.21334e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 211739 members 
Entering Unmasked Estep 
Score: -22133316.000000 Penalty: 3992.807861
	Iteration 95Q: 3 clusters Score -2.213332e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 212134 members 
Entering Unmasked Estep 
Score: -22133222.000000 Penalty: 3992.807861
	Iteration 96Q: 3 clusters Score -2.213322e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 212500 members 
Entering Unmasked Estep 
Score: -22133220.000000 Penalty: 3992.807861
	Iteration 97Q: 3 clusters Score -2.213322e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 212862 members 
Entering Unmasked Estep 
Score: -22133140.000000 Penalty: 3992.807861
	Iteration 98Q: 3 clusters Score -2.213314e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 213155 members 
Entering Unmasked Estep 
Score: -22133120.000000 Penalty: 3992.807861
	Iteration 99Q: 3 clusters Score -2.213312e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 213375 members 
Entering Unmasked Estep 
Score: -22133134.000000 Penalty: 3992.807861
	Iteration 100F: 3 clusters Score -2.213313e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 213582 members 
Entering Unmasked Estep 
Score: -22133126.000000 Penalty: 3992.807861
	Iteration 101Q: 3 clusters Score -2.213313e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 213748 members 
Entering Unmasked Estep 
Score: -22133150.000000 Penalty: 3992.807861
	Iteration 102Q: 3 clusters Score -2.213315e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 213888 members 
Entering Unmasked Estep 
Score: -22133162.000000 Penalty: 3992.807861
	Iteration 103Q: 3 clusters Score -2.213316e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 214026 members 
Entering Unmasked Estep 
Score: -22133174.000000 Penalty: 3992.807861
	Iteration 104Q: 3 clusters Score -2.213317e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 214161 members 
Entering Unmasked Estep 
Score: -22133194.000000 Penalty: 3992.807861
	Iteration 105Q: 3 clusters Score -2.213319e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 214272 members 
Entering Unmasked Estep 
Score: -22133214.000000 Penalty: 3992.807861
	Iteration 106Q: 3 clusters Score -2.213321e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 214381 members 
Entering Unmasked Estep 
Score: -22133184.000000 Penalty: 3992.807861
	Iteration 107Q: 3 clusters Score -2.213318e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 214485 members 
Entering Unmasked Estep 
Score: -22133170.000000 Penalty: 3992.807861
	Iteration 108Q: 3 clusters Score -2.213317e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 214580 members 
Entering Unmasked Estep 
Score: -22133160.000000 Penalty: 3992.807861
	Iteration 109Q: 3 clusters Score -2.213316e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 214671 members 
Entering Unmasked Estep 
Score: -22133202.000000 Penalty: 3992.807861
	Iteration 110Q: 3 clusters Score -2.21332e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 214733 members 
Entering Unmasked Estep 
Score: -22133150.000000 Penalty: 3992.807861
	Iteration 111Q: 3 clusters Score -2.213315e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 214794 members 
Entering Unmasked Estep 
Score: -22133176.000000 Penalty: 3992.807861
	Iteration 112Q: 3 clusters Score -2.213318e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 214845 members 
Entering Unmasked Estep 
Score: -22133146.000000 Penalty: 3992.807861
	Iteration 113Q: 3 clusters Score -2.213315e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 214892 members 
Entering Unmasked Estep 
Score: -22133148.000000 Penalty: 3992.807861
	Iteration 114Q: 3 clusters Score -2.213315e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 214933 members 
Entering Unmasked Estep 
Score: -22133128.000000 Penalty: 3992.807861
	Iteration 115Q: 3 clusters Score -2.213313e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 214967 members 
Entering Unmasked Estep 
Score: -22133124.000000 Penalty: 3992.807861
	Iteration 116Q: 3 clusters Score -2.213312e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 215000 members 
Entering Unmasked Estep 
Score: -22133122.000000 Penalty: 3992.807861
	Iteration 117Q: 3 clusters Score -2.213312e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 215034 members 
Entering Unmasked Estep 
Score: -22133126.000000 Penalty: 3992.807861
	Iteration 118Q: 3 clusters Score -2.213313e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 215053 members 
Entering Unmasked Estep 
Score: -22133116.000000 Penalty: 3992.807861
	Iteration 119Q: 3 clusters Score -2.213312e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 215080 members 
Entering Unmasked Estep 
Score: -22133086.000000 Penalty: 3992.807861
	Iteration 120F: 3 clusters Score -2.213309e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 215107 members 
Entering Unmasked Estep 
Score: -22133084.000000 Penalty: 3992.807861
	Iteration 121Q: 3 clusters Score -2.213308e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 215123 members 
Entering Unmasked Estep 
Score: -22133088.000000 Penalty: 3992.807861
	Iteration 122Q: 3 clusters Score -2.213309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 215134 members 
Entering Unmasked Estep 
Score: -22133084.000000 Penalty: 3992.807861
	Iteration 123Q: 3 clusters Score -2.213308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 215144 members 
Entering Unmasked Estep 
Score: -22133084.000000 Penalty: 3992.807861
	Iteration 124Q: 3 clusters Score -2.213308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 215153 members 
Entering Unmasked Estep 
Score: -22133082.000000 Penalty: 3992.807861
	Iteration 125Q: 3 clusters Score -2.213308e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 215163 members 
Entering Unmasked Estep 
Score: -22133092.000000 Penalty: 3992.807861
	Iteration 126Q: 3 clusters Score -2.213309e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 215175 members 
Entering Unmasked Estep 
Score: -22133110.000000 Penalty: 3992.807861
	Iteration 127Q: 3 clusters Score -2.213311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 215189 members 
Entering Unmasked Estep 
Score: -22133068.000000 Penalty: 3992.807861
	Iteration 128Q: 3 clusters Score -2.213307e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 215203 members 
Entering Unmasked Estep 
Score: -22133076.000000 Penalty: 3992.807861
	Iteration 129Q: 3 clusters Score -2.213308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 215214 members 
Entering Unmasked Estep 
Score: -22133054.000000 Penalty: 3992.807861
	Iteration 130Q: 3 clusters Score -2.213305e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 215227 members 
Entering Unmasked Estep 
Score: -22133074.000000 Penalty: 3992.807861
	Iteration 131Q: 3 clusters Score -2.213307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 215236 members 
Entering Unmasked Estep 
Score: -22133086.000000 Penalty: 3992.807861
	Iteration 132Q: 3 clusters Score -2.213309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 215240 members 
Entering Unmasked Estep 
Score: -22133084.000000 Penalty: 3992.807861
	Iteration 133Q: 3 clusters Score -2.213308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 215242 members 
Entering Unmasked Estep 
Score: -22133076.000000 Penalty: 3992.807861
	Iteration 134Q: 3 clusters Score -2.213308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 215244 members 
Entering Unmasked Estep 
Score: -22133092.000000 Penalty: 3992.807861
	Iteration 135Q: 3 clusters Score -2.213309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 215245 members 
Entering Unmasked Estep 
Score: -22133086.000000 Penalty: 3992.807861
	Iteration 136Q: 3 clusters Score -2.213309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 215248 members 
Entering Unmasked Estep 
Score: -22133084.000000 Penalty: 3992.807861
	Iteration 137Q: 3 clusters Score -2.213308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 215249 members 
Entering Unmasked Estep 
Score: -22133090.000000 Penalty: 3992.807861
	Iteration 138Q: 3 clusters Score -2.213309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 215253 members 
Entering Unmasked Estep 
Score: -22133084.000000 Penalty: 3992.807861
	Iteration 139Q: 3 clusters Score -2.213308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 215258 members 
Entering Unmasked Estep 
Score: -22133096.000000 Penalty: 3992.807861
	Iteration 140F: 3 clusters Score -2.21331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 215259 members 
Entering Unmasked Estep 
Score: -22133102.000000 Penalty: 3992.807861
	Iteration 141Q: 3 clusters Score -2.21331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 215260 members 
Entering Unmasked Estep 
Score: -22133102.000000 Penalty: 3992.807861
	Iteration 142Q: 3 clusters Score -2.21331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 215260 members 
Entering Unmasked Estep 
Score: -22133102.000000 Penalty: 3992.807861
	Iteration 143F: 3 clusters Score -2.21331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 8629 members 
Mstep: Class 3 contains 186095 members 
Mstep: Class 4 contains 138580 members 
Mstep: Class 5 contains 37481 members 
Mstep: Class 7 contains 6791 members 
Mstep: Class 8 contains 3531 members 
Mstep: Class 9 contains 155166 members 
Mstep: Class 10 contains 2983 members 
Mstep: Class 11 contains 164590 members 
Mstep: Class 12 contains 198914 members 
Mstep: Class 16 contains 67689 members 
Mstep: Class 17 contains 9626 members 
Mstep: Class 20 contains 3050 members 
Mstep: Class 21 contains 62664 members 
Mstep: Class 22 contains 216547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922056.000000 Penalty: 36575.996094
Iteration 399Q: 17 clusters Score -1.279221e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 8655 members 
Mstep: Class 3 contains 186078 members 
Mstep: Class 4 contains 138619 members 
Mstep: Class 5 contains 37501 members 
Mstep: Class 7 contains 6766 members 
Mstep: Class 8 contains 3524 members 
Mstep: Class 9 contains 155174 members 
Mstep: Class 10 contains 2982 members 
Mstep: Class 11 contains 164577 members 
Mstep: Class 12 contains 198933 members 
Mstep: Class 16 contains 67691 members 
Mstep: Class 17 contains 9628 members 
Mstep: Class 20 contains 3051 members 
Mstep: Class 21 contains 62666 members 
Mstep: Class 22 contains 216510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922216.000000 Penalty: 36575.996094
Iteration 400F: 17 clusters Score -1.279222e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 8685 members 
Mstep: Class 3 contains 186030 members 
Mstep: Class 4 contains 138655 members 
Mstep: Class 5 contains 37523 members 
Mstep: Class 7 contains 6744 members 
Mstep: Class 8 contains 3520 members 
Mstep: Class 9 contains 155189 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 164566 members 
Mstep: Class 12 contains 198951 members 
Mstep: Class 16 contains 67697 members 
Mstep: Class 17 contains 9634 members 
Mstep: Class 20 contains 3052 members 
Mstep: Class 21 contains 62678 members 
Mstep: Class 22 contains 216471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922096.000000 Penalty: 36575.996094
Iteration 401Q: 17 clusters Score -1.279221e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 8708 members 
Mstep: Class 3 contains 186000 members 
Mstep: Class 4 contains 138689 members 
Mstep: Class 5 contains 37543 members 
Mstep: Class 7 contains 6725 members 
Mstep: Class 8 contains 3514 members 
Mstep: Class 9 contains 155196 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 164556 members 
Mstep: Class 12 contains 198970 members 
Mstep: Class 16 contains 67700 members 
Mstep: Class 17 contains 9638 members 
Mstep: Class 20 contains 3055 members 
Mstep: Class 21 contains 62682 members 
Mstep: Class 22 contains 216435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922248.000000 Penalty: 36575.996094
Iteration 402Q: 17 clusters Score -1.279222e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 8747 members 
Mstep: Class 3 contains 185970 members 
Mstep: Class 4 contains 138744 members 
Mstep: Class 5 contains 37559 members 
Mstep: Class 7 contains 6706 members 
Mstep: Class 8 contains 3506 members 
Mstep: Class 9 contains 155206 members 
Mstep: Class 10 contains 2979 members 
Mstep: Class 11 contains 164552 members 
Mstep: Class 12 contains 198977 members 
Mstep: Class 16 contains 67702 members 
Mstep: Class 17 contains 9642 members 
Mstep: Class 20 contains 3056 members 
Mstep: Class 21 contains 62684 members 
Mstep: Class 22 contains 216384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922152.000000 Penalty: 36575.996094
Iteration 403Q: 17 clusters Score -1.279222e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 8783 members 
Mstep: Class 3 contains 185943 members 
Mstep: Class 4 contains 138788 members 
Mstep: Class 5 contains 37580 members 
Mstep: Class 7 contains 6686 members 
Mstep: Class 8 contains 3500 members 
Mstep: Class 9 contains 155211 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 164553 members 
Mstep: Class 12 contains 198989 members 
Mstep: Class 16 contains 67708 members 
Mstep: Class 17 contains 9645 members 
Mstep: Class 20 contains 3056 members 
Mstep: Class 21 contains 62684 members 
Mstep: Class 22 contains 216336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922168.000000 Penalty: 36575.996094
Iteration 404Q: 17 clusters Score -1.279222e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 8813 members 
Mstep: Class 3 contains 185970 members 
Mstep: Class 4 contains 138824 members 
Mstep: Class 5 contains 37598 members 
Mstep: Class 7 contains 6677 members 
Mstep: Class 8 contains 3498 members 
Mstep: Class 9 contains 155203 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 164532 members 
Mstep: Class 12 contains 199013 members 
Mstep: Class 16 contains 67712 members 
Mstep: Class 17 contains 9650 members 
Mstep: Class 20 contains 3058 members 
Mstep: Class 21 contains 62677 members 
Mstep: Class 22 contains 216272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922000.000000 Penalty: 36575.996094
Iteration 405Q: 17 clusters Score -1.27922e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 8838 members 
Mstep: Class 3 contains 185980 members 
Mstep: Class 4 contains 138863 members 
Mstep: Class 5 contains 37612 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 3492 members 
Mstep: Class 9 contains 155202 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 164514 members 
Mstep: Class 12 contains 199042 members 
Mstep: Class 16 contains 67714 members 
Mstep: Class 17 contains 9653 members 
Mstep: Class 20 contains 3058 members 
Mstep: Class 21 contains 62677 members 
Mstep: Class 22 contains 216205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922048.000000 Penalty: 36575.996094
Iteration 406Q: 17 clusters Score -1.27922e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 8868 members 
Mstep: Class 3 contains 185997 members 
Mstep: Class 4 contains 138909 members 
Mstep: Class 5 contains 37621 members 
Mstep: Class 7 contains 6648 members 
Mstep: Class 8 contains 3487 members 
Mstep: Class 9 contains 155195 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 164502 members 
Mstep: Class 12 contains 199074 members 
Mstep: Class 16 contains 67720 members 
Mstep: Class 17 contains 9657 members 
Mstep: Class 20 contains 3058 members 
Mstep: Class 21 contains 62671 members 
Mstep: Class 22 contains 216131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921960.000000 Penalty: 36575.996094
Iteration 407Q: 17 clusters Score -1.27922e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 8902 members 
Mstep: Class 3 contains 186030 members 
Mstep: Class 4 contains 138943 members 
Mstep: Class 5 contains 37631 members 
Mstep: Class 7 contains 6632 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 155189 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 164478 members 
Mstep: Class 12 contains 199097 members 
Mstep: Class 16 contains 67722 members 
Mstep: Class 17 contains 9662 members 
Mstep: Class 20 contains 3057 members 
Mstep: Class 21 contains 62678 members 
Mstep: Class 22 contains 216055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922040.000000 Penalty: 36575.996094
Iteration 408Q: 17 clusters Score -1.27922e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 8939 members 
Mstep: Class 3 contains 186042 members 
Mstep: Class 4 contains 138986 members 
Mstep: Class 5 contains 37648 members 
Mstep: Class 7 contains 6615 members 
Mstep: Class 8 contains 3479 members 
Mstep: Class 9 contains 155178 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 164458 members 
Mstep: Class 12 contains 199130 members 
Mstep: Class 16 contains 67720 members 
Mstep: Class 17 contains 9668 members 
Mstep: Class 20 contains 3056 members 
Mstep: Class 21 contains 62679 members 
Mstep: Class 22 contains 215990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922144.000000 Penalty: 36575.996094
Iteration 409Q: 17 clusters Score -1.279221e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 8970 members 
Mstep: Class 3 contains 186052 members 
Mstep: Class 4 contains 139014 members 
Mstep: Class 5 contains 37664 members 
Mstep: Class 7 contains 6598 members 
Mstep: Class 8 contains 3475 members 
Mstep: Class 9 contains 155172 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 164431 members 
Mstep: Class 12 contains 199171 members 
Mstep: Class 16 contains 67716 members 
Mstep: Class 17 contains 9676 members 
Mstep: Class 20 contains 3056 members 
Mstep: Class 21 contains 62687 members 
Mstep: Class 22 contains 215922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922224.000000 Penalty: 36575.996094
Iteration 410Q: 17 clusters Score -1.279222e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 9001 members 
Mstep: Class 3 contains 186065 members 
Mstep: Class 4 contains 139048 members 
Mstep: Class 5 contains 37692 members 
Mstep: Class 7 contains 6589 members 
Mstep: Class 8 contains 3467 members 
Mstep: Class 9 contains 155167 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 164409 members 
Mstep: Class 12 contains 199213 members 
Mstep: Class 16 contains 67713 members 
Mstep: Class 17 contains 9682 members 
Mstep: Class 20 contains 3054 members 
Mstep: Class 21 contains 62691 members 
Mstep: Class 22 contains 215828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922240.000000 Penalty: 36575.996094
Iteration 411Q: 17 clusters Score -1.279222e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 9027 members 
Mstep: Class 3 contains 186057 members 
Mstep: Class 4 contains 139082 members 
Mstep: Class 5 contains 37711 members 
Mstep: Class 7 contains 6576 members 
Mstep: Class 8 contains 3458 members 
Mstep: Class 9 contains 155168 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 164402 members 
Mstep: Class 12 contains 199240 members 
Mstep: Class 16 contains 67719 members 
Mstep: Class 17 contains 9688 members 
Mstep: Class 20 contains 3053 members 
Mstep: Class 21 contains 62698 members 
Mstep: Class 22 contains 215760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922128.000000 Penalty: 36575.996094
Iteration 412Q: 17 clusters Score -1.279221e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 9053 members 
Mstep: Class 3 contains 186065 members 
Mstep: Class 4 contains 139123 members 
Mstep: Class 5 contains 37739 members 
Mstep: Class 7 contains 6567 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 9 contains 155176 members 
Mstep: Class 10 contains 2979 members 
Mstep: Class 11 contains 164388 members 
Mstep: Class 12 contains 199262 members 
Mstep: Class 16 contains 67721 members 
Mstep: Class 17 contains 9693 members 
Mstep: Class 20 contains 3053 members 
Mstep: Class 21 contains 62698 members 
Mstep: Class 22 contains 215669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922152.000000 Penalty: 36575.996094
Iteration 413Q: 17 clusters Score -1.279222e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 9080 members 
Mstep: Class 3 contains 186068 members 
Mstep: Class 4 contains 139157 members 
Mstep: Class 5 contains 37762 members 
Mstep: Class 7 contains 6561 members 
Mstep: Class 8 contains 3449 members 
Mstep: Class 9 contains 155186 members 
Mstep: Class 10 contains 2978 members 
Mstep: Class 11 contains 164363 members 
Mstep: Class 12 contains 199290 members 
Mstep: Class 16 contains 67723 members 
Mstep: Class 17 contains 9704 members 
Mstep: Class 20 contains 3052 members 
Mstep: Class 21 contains 62699 members 
Mstep: Class 22 contains 215588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922296.000000 Penalty: 36575.996094
Iteration 414Q: 17 clusters Score -1.279223e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 9110 members 
Mstep: Class 3 contains 186052 members 
Mstep: Class 4 contains 139207 members 
Mstep: Class 5 contains 37781 members 
Mstep: Class 7 contains 6557 members 
Mstep: Class 8 contains 3446 members 
Mstep: Class 9 contains 155180 members 
Mstep: Class 10 contains 2976 members 
Mstep: Class 11 contains 164347 members 
Mstep: Class 12 contains 199323 members 
Mstep: Class 16 contains 67729 members 
Mstep: Class 17 contains 9720 members 
Mstep: Class 20 contains 3050 members 
Mstep: Class 21 contains 62708 members 
Mstep: Class 22 contains 215501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922288.000000 Penalty: 36575.996094
Iteration 415Q: 17 clusters Score -1.279223e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 9131 members 
Mstep: Class 3 contains 186022 members 
Mstep: Class 4 contains 139238 members 
Mstep: Class 5 contains 37796 members 
Mstep: Class 7 contains 6555 members 
Mstep: Class 8 contains 3441 members 
Mstep: Class 9 contains 155177 members 
Mstep: Class 10 contains 2976 members 
Mstep: Class 11 contains 164327 members 
Mstep: Class 12 contains 199373 members 
Mstep: Class 16 contains 67741 members 
Mstep: Class 17 contains 9741 members 
Mstep: Class 20 contains 3049 members 
Mstep: Class 21 contains 62709 members 
Mstep: Class 22 contains 215427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922336.000000 Penalty: 36575.996094
Iteration 416Q: 17 clusters Score -1.279223e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 9144 members 
Mstep: Class 3 contains 186000 members 
Mstep: Class 4 contains 139276 members 
Mstep: Class 5 contains 37816 members 
Mstep: Class 7 contains 6551 members 
Mstep: Class 8 contains 3431 members 
Mstep: Class 9 contains 155167 members 
Mstep: Class 10 contains 2976 members 
Mstep: Class 11 contains 164311 members 
Mstep: Class 12 contains 199428 members 
Mstep: Class 16 contains 67748 members 
Mstep: Class 17 contains 9754 members 
Mstep: Class 20 contains 3049 members 
Mstep: Class 21 contains 62709 members 
Mstep: Class 22 contains 215350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922488.000000 Penalty: 36575.996094
Iteration 417Q: 17 clusters Score -1.279225e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 9167 members 
Mstep: Class 3 contains 186013 members 
Mstep: Class 4 contains 139303 members 
Mstep: Class 5 contains 37824 members 
Mstep: Class 7 contains 6545 members 
Mstep: Class 8 contains 3419 members 
Mstep: Class 9 contains 155155 members 
Mstep: Class 10 contains 2977 members 
Mstep: Class 11 contains 164301 members 
Mstep: Class 12 contains 199486 members 
Mstep: Class 16 contains 67756 members 
Mstep: Class 17 contains 9773 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 62709 members 
Mstep: Class 22 contains 215251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922504.000000 Penalty: 36575.996094
Iteration 418Q: 17 clusters Score -1.279225e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 9185 members 
Mstep: Class 3 contains 186025 members 
Mstep: Class 4 contains 139336 members 
Mstep: Class 5 contains 37833 members 
Mstep: Class 7 contains 6542 members 
Mstep: Class 8 contains 3406 members 
Mstep: Class 9 contains 155150 members 
Mstep: Class 10 contains 2977 members 
Mstep: Class 11 contains 164284 members 
Mstep: Class 12 contains 199532 members 
Mstep: Class 16 contains 67760 members 
Mstep: Class 17 contains 9791 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 62715 members 
Mstep: Class 22 contains 215145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922528.000000 Penalty: 36575.996094
Iteration 419Q: 17 clusters Score -1.279225e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 9218 members 
Mstep: Class 3 contains 186042 members 
Mstep: Class 4 contains 139368 members 
Mstep: Class 5 contains 37857 members 
Mstep: Class 7 contains 6538 members 
Mstep: Class 8 contains 3397 members 
Mstep: Class 9 contains 155136 members 
Mstep: Class 10 contains 2977 members 
Mstep: Class 11 contains 164256 members 
Mstep: Class 12 contains 199586 members 
Mstep: Class 16 contains 67759 members 
Mstep: Class 17 contains 9814 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 62722 members 
Mstep: Class 22 contains 215026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922376.000000 Penalty: 36575.996094
Iteration 420F: 17 clusters Score -1.279224e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 9256 members 
Mstep: Class 3 contains 186079 members 
Mstep: Class 4 contains 139389 members 
Mstep: Class 5 contains 37879 members 
Mstep: Class 7 contains 6535 members 
Mstep: Class 8 contains 3390 members 
Mstep: Class 9 contains 155133 members 
Mstep: Class 10 contains 2977 members 
Mstep: Class 11 contains 164229 members 
Mstep: Class 12 contains 199632 members 
Mstep: Class 16 contains 67764 members 
Mstep: Class 17 contains 9830 members 
Mstep: Class 20 contains 3051 members 
Mstep: Class 21 contains 62731 members 
Mstep: Class 22 contains 214895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922368.000000 Penalty: 36575.996094
Iteration 421Q: 17 clusters Score -1.279224e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 9289 members 
Mstep: Class 3 contains 186098 members 
Mstep: Class 4 contains 139405 members 
Mstep: Class 5 contains 37899 members 
Mstep: Class 7 contains 6532 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 155141 members 
Mstep: Class 10 contains 2977 members 
Mstep: Class 11 contains 164216 members 
Mstep: Class 12 contains 199684 members 
Mstep: Class 16 contains 67765 members 
Mstep: Class 17 contains 9849 members 
Mstep: Class 20 contains 3054 members 
Mstep: Class 21 contains 62735 members 
Mstep: Class 22 contains 214769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922192.000000 Penalty: 36575.996094
Iteration 422Q: 17 clusters Score -1.279222e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 9324 members 
Mstep: Class 3 contains 186119 members 
Mstep: Class 4 contains 139432 members 
Mstep: Class 5 contains 37918 members 
Mstep: Class 7 contains 6532 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 155158 members 
Mstep: Class 10 contains 2977 members 
Mstep: Class 11 contains 164205 members 
Mstep: Class 12 contains 199721 members 
Mstep: Class 16 contains 67757 members 
Mstep: Class 17 contains 9874 members 
Mstep: Class 20 contains 3054 members 
Mstep: Class 21 contains 62740 members 
Mstep: Class 22 contains 214629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922288.000000 Penalty: 36575.996094
Iteration 423Q: 17 clusters Score -1.279223e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 9357 members 
Mstep: Class 3 contains 186107 members 
Mstep: Class 4 contains 139469 members 
Mstep: Class 5 contains 37944 members 
Mstep: Class 7 contains 6531 members 
Mstep: Class 8 contains 3378 members 
Mstep: Class 9 contains 155176 members 
Mstep: Class 10 contains 2977 members 
Mstep: Class 11 contains 164205 members 
Mstep: Class 12 contains 199764 members 
Mstep: Class 16 contains 67756 members 
Mstep: Class 17 contains 9893 members 
Mstep: Class 20 contains 3052 members 
Mstep: Class 21 contains 62751 members 
Mstep: Class 22 contains 214482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922168.000000 Penalty: 36575.996094
Iteration 424Q: 17 clusters Score -1.279222e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 9389 members 
Mstep: Class 3 contains 186125 members 
Mstep: Class 4 contains 139506 members 
Mstep: Class 5 contains 37984 members 
Mstep: Class 7 contains 6533 members 
Mstep: Class 8 contains 3374 members 
Mstep: Class 9 contains 155197 members 
Mstep: Class 10 contains 2977 members 
Mstep: Class 11 contains 164198 members 
Mstep: Class 12 contains 199803 members 
Mstep: Class 16 contains 67749 members 
Mstep: Class 17 contains 9904 members 
Mstep: Class 20 contains 3051 members 
Mstep: Class 21 contains 62765 members 
Mstep: Class 22 contains 214306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922032.000000 Penalty: 36575.996094
Iteration 425Q: 17 clusters Score -1.27922e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 9417 members 
Mstep: Class 3 contains 186149 members 
Mstep: Class 4 contains 139540 members 
Mstep: Class 5 contains 38016 members 
Mstep: Class 7 contains 6531 members 
Mstep: Class 8 contains 3374 members 
Mstep: Class 9 contains 155211 members 
Mstep: Class 10 contains 2977 members 
Mstep: Class 11 contains 164192 members 
Mstep: Class 12 contains 199844 members 
Mstep: Class 16 contains 67742 members 
Mstep: Class 17 contains 9922 members 
Mstep: Class 20 contains 3052 members 
Mstep: Class 21 contains 62775 members 
Mstep: Class 22 contains 214144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922056.000000 Penalty: 36575.996094
Iteration 426Q: 17 clusters Score -1.279221e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 9444 members 
Mstep: Class 3 contains 186197 members 
Mstep: Class 4 contains 139575 members 
Mstep: Class 5 contains 38045 members 
Mstep: Class 7 contains 6525 members 
Mstep: Class 8 contains 3374 members 
Mstep: Class 9 contains 155225 members 
Mstep: Class 10 contains 2978 members 
Mstep: Class 11 contains 164188 members 
Mstep: Class 12 contains 199893 members 
Mstep: Class 16 contains 67746 members 
Mstep: Class 17 contains 9940 members 
Mstep: Class 20 contains 3051 members 
Mstep: Class 21 contains 62775 members 
Mstep: Class 22 contains 213951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922008.000000 Penalty: 36575.996094
Iteration 427Q: 17 clusters Score -1.27922e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 9471 members 
Mstep: Class 3 contains 186233 members 
Mstep: Class 4 contains 139623 members 
Mstep: Class 5 contains 38065 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 3370 members 
Mstep: Class 9 contains 155248 members 
Mstep: Class 10 contains 2978 members 
Mstep: Class 11 contains 164181 members 
Mstep: Class 12 contains 199920 members 
Mstep: Class 16 contains 67747 members 
Mstep: Class 17 contains 9976 members 
Mstep: Class 20 contains 3051 members 
Mstep: Class 21 contains 62774 members 
Mstep: Class 22 contains 213766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922080.000000 Penalty: 36575.996094
Iteration 428Q: 17 clusters Score -1.279221e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 9500 members 
Mstep: Class 3 contains 186252 members 
Mstep: Class 4 contains 139687 members 
Mstep: Class 5 contains 38090 members 
Mstep: Class 7 contains 6510 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 155262 members 
Mstep: Class 10 contains 2979 members 
Mstep: Class 11 contains 164194 members 
Mstep: Class 12 contains 199953 members 
Mstep: Class 16 contains 67746 members 
Mstep: Class 17 contains 9999 members 
Mstep: Class 20 contains 3053 members 
Mstep: Class 21 contains 62775 members 
Mstep: Class 22 contains 213576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921976.000000 Penalty: 36575.996094
Iteration 429Q: 17 clusters Score -1.27922e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 9517 members 
Mstep: Class 3 contains 186228 members 
Mstep: Class 4 contains 139752 members 
Mstep: Class 5 contains 38116 members 
Mstep: Class 7 contains 6503 members 
Mstep: Class 8 contains 3364 members 
Mstep: Class 9 contains 155290 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 164212 members 
Mstep: Class 12 contains 199996 members 
Mstep: Class 16 contains 67740 members 
Mstep: Class 17 contains 10021 members 
Mstep: Class 20 contains 3053 members 
Mstep: Class 21 contains 62779 members 
Mstep: Class 22 contains 213407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922016.000000 Penalty: 36575.996094
Iteration 430Q: 17 clusters Score -1.27922e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 9537 members 
Mstep: Class 3 contains 186182 members 
Mstep: Class 4 contains 139814 members 
Mstep: Class 5 contains 38140 members 
Mstep: Class 7 contains 6499 members 
Mstep: Class 8 contains 3362 members 
Mstep: Class 9 contains 155325 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 164225 members 
Mstep: Class 12 contains 200043 members 
Mstep: Class 16 contains 67739 members 
Mstep: Class 17 contains 10055 members 
Mstep: Class 20 contains 3052 members 
Mstep: Class 21 contains 62783 members 
Mstep: Class 22 contains 213239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922112.000000 Penalty: 36575.996094
Iteration 431Q: 17 clusters Score -1.279221e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 9557 members 
Mstep: Class 3 contains 186159 members 
Mstep: Class 4 contains 139892 members 
Mstep: Class 5 contains 38172 members 
Mstep: Class 7 contains 6494 members 
Mstep: Class 8 contains 3360 members 
Mstep: Class 9 contains 155351 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 164243 members 
Mstep: Class 12 contains 200084 members 
Mstep: Class 16 contains 67741 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 20 contains 3052 members 
Mstep: Class 21 contains 62793 members 
Mstep: Class 22 contains 213026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922008.000000 Penalty: 36575.996094
Iteration 432Q: 17 clusters Score -1.27922e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 9581 members 
Mstep: Class 3 contains 186147 members 
Mstep: Class 4 contains 139970 members 
Mstep: Class 5 contains 38210 members 
Mstep: Class 7 contains 6495 members 
Mstep: Class 8 contains 3354 members 
Mstep: Class 9 contains 155366 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 164233 members 
Mstep: Class 12 contains 200161 members 
Mstep: Class 16 contains 67741 members 
Mstep: Class 17 contains 10129 members 
Mstep: Class 20 contains 3051 members 
Mstep: Class 21 contains 62802 members 
Mstep: Class 22 contains 212783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921904.000000 Penalty: 36575.996094
Iteration 433Q: 17 clusters Score -1.279219e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 9598 members 
Mstep: Class 3 contains 186141 members 
Mstep: Class 4 contains 140048 members 
Mstep: Class 5 contains 38260 members 
Mstep: Class 7 contains 6494 members 
Mstep: Class 8 contains 3351 members 
Mstep: Class 9 contains 155388 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 164224 members 
Mstep: Class 12 contains 200228 members 
Mstep: Class 16 contains 67736 members 
Mstep: Class 17 contains 10176 members 
Mstep: Class 20 contains 3051 members 
Mstep: Class 21 contains 62799 members 
Mstep: Class 22 contains 212541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921760.000000 Penalty: 36575.996094
Iteration 434Q: 17 clusters Score -1.279218e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 9618 members 
Mstep: Class 3 contains 186110 members 
Mstep: Class 4 contains 140132 members 
Mstep: Class 5 contains 38315 members 
Mstep: Class 7 contains 6493 members 
Mstep: Class 8 contains 3346 members 
Mstep: Class 9 contains 155413 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 164230 members 
Mstep: Class 12 contains 200276 members 
Mstep: Class 16 contains 67732 members 
Mstep: Class 17 contains 10212 members 
Mstep: Class 20 contains 3053 members 
Mstep: Class 21 contains 62806 members 
Mstep: Class 22 contains 212311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921808.000000 Penalty: 36575.996094
Iteration 435Q: 17 clusters Score -1.279218e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 9636 members 
Mstep: Class 3 contains 186129 members 
Mstep: Class 4 contains 140204 members 
Mstep: Class 5 contains 38381 members 
Mstep: Class 7 contains 6492 members 
Mstep: Class 8 contains 3341 members 
Mstep: Class 9 contains 155429 members 
Mstep: Class 10 contains 2982 members 
Mstep: Class 11 contains 164208 members 
Mstep: Class 12 contains 200337 members 
Mstep: Class 16 contains 67728 members 
Mstep: Class 17 contains 10253 members 
Mstep: Class 20 contains 3055 members 
Mstep: Class 21 contains 62795 members 
Mstep: Class 22 contains 212064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921472.000000 Penalty: 36575.996094
Iteration 436Q: 17 clusters Score -1.279215e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 9652 members 
Mstep: Class 3 contains 186131 members 
Mstep: Class 4 contains 140270 members 
Mstep: Class 5 contains 38449 members 
Mstep: Class 7 contains 6490 members 
Mstep: Class 8 contains 3336 members 
Mstep: Class 9 contains 155466 members 
Mstep: Class 10 contains 2984 members 
Mstep: Class 11 contains 164201 members 
Mstep: Class 12 contains 200384 members 
Mstep: Class 16 contains 67731 members 
Mstep: Class 17 contains 10297 members 
Mstep: Class 20 contains 3062 members 
Mstep: Class 21 contains 62787 members 
Mstep: Class 22 contains 211800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921240.000000 Penalty: 36575.996094
Iteration 437Q: 17 clusters Score -1.279212e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 9662 members 
Mstep: Class 3 contains 186100 members 
Mstep: Class 4 contains 140342 members 
Mstep: Class 5 contains 38519 members 
Mstep: Class 7 contains 6489 members 
Mstep: Class 8 contains 3331 members 
Mstep: Class 9 contains 155493 members 
Mstep: Class 10 contains 2984 members 
Mstep: Class 11 contains 164209 members 
Mstep: Class 12 contains 200428 members 
Mstep: Class 16 contains 67730 members 
Mstep: Class 17 contains 10347 members 
Mstep: Class 20 contains 3063 members 
Mstep: Class 21 contains 62779 members 
Mstep: Class 22 contains 211568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921312.000000 Penalty: 36575.996094
Iteration 438Q: 17 clusters Score -1.279213e+08 nChanged 1078
Entering ConstructFrom: 
Score: -127921312.000000 Penalty: 36575.996094
Entering ConstructFrom: 
Trying to split cluster 1 (23764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Entering Unmasked Estep 
Score: -2307239.000000 Penalty: 1637.338135
	Iteration 0F: 2 clusters Score -2307239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2291195.250000 Penalty: 3274.676270
	Iteration 0F: 3 clusters Score -2291195 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2297002.500000 Penalty: 3274.676270
	Iteration 1F: 3 clusters Score -2297002 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2297329.750000 Penalty: 3274.676270
	Iteration 2Q: 3 clusters Score -2297330 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2297565.250000 Penalty: 3274.676270
	Iteration 3Q: 3 clusters Score -2297565 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2297807.000000 Penalty: 3274.676270
	Iteration 4Q: 3 clusters Score -2297807 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2298050.500000 Penalty: 3274.676270
	Iteration 5Q: 3 clusters Score -2298050 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2298284.000000 Penalty: 3274.676270
	Iteration 6Q: 3 clusters Score -2298284 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2298590.250000 Penalty: 3274.676270
	Iteration 7Q: 3 clusters Score -2298590 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2299013.250000 Penalty: 3274.676270
	Iteration 8Q: 3 clusters Score -2299013 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2299619.000000 Penalty: 3274.676270
	Iteration 9Q: 3 clusters Score -2299619 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2300546.000000 Penalty: 3274.676270
	Iteration 10F: 3 clusters Score -2300546 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2301774.750000 Penalty: 3274.676270
	Iteration 11F: 3 clusters Score -2301775 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2303046.750000 Penalty: 3274.676270
	Iteration 12F: 3 clusters Score -2303047 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2304082.500000 Penalty: 3274.676270
	Iteration 13F: 3 clusters Score -2304082 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2304753.250000 Penalty: 3274.676270
	Iteration 14Q: 3 clusters Score -2304753 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2305194.750000 Penalty: 3274.676270
	Iteration 15Q: 3 clusters Score -2305195 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2305471.250000 Penalty: 3274.676270
	Iteration 16Q: 3 clusters Score -2305471 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2305649.000000 Penalty: 3274.676270
	Iteration 17Q: 3 clusters Score -2305649 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2305738.500000 Penalty: 3274.676270
	Iteration 18Q: 3 clusters Score -2305738 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2305793.000000 Penalty: 3274.676270
	Iteration 19Q: 3 clusters Score -2305793 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2305828.000000 Penalty: 3274.676270
	Iteration 20F: 3 clusters Score -2305828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2305841.000000 Penalty: 3274.676270
	Iteration 21Q: 3 clusters Score -2305841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2305859.250000 Penalty: 3274.676270
	Iteration 22Q: 3 clusters Score -2305859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2305869.000000 Penalty: 3274.676270
	Iteration 23Q: 3 clusters Score -2305869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2305875.250000 Penalty: 3274.676270
	Iteration 24Q: 3 clusters Score -2305875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2305875.000000 Penalty: 3274.676270
	Iteration 25Q: 3 clusters Score -2305875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2305880.500000 Penalty: 3274.676270
	Iteration 26Q: 3 clusters Score -2305880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2305879.750000 Penalty: 3274.676270
	Iteration 27Q: 3 clusters Score -2305880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2305879.750000 Penalty: 3274.676270
	Iteration 28F: 3 clusters Score -2305880 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: -978266.437500 Penalty: 1491.260986
	Iteration 0F: 2 clusters Score -978266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -971289.937500 Penalty: 2982.521973
	Iteration 0F: 3 clusters Score -971289.9 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -973475.625000 Penalty: 2982.521973
	Iteration 1F: 3 clusters Score -973475.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -973698.312500 Penalty: 2982.521973
	Iteration 2F: 3 clusters Score -973698.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -973851.062500 Penalty: 2982.521973
	Iteration 3Q: 3 clusters Score -973851.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -973967.562500 Penalty: 2982.521973
	Iteration 4Q: 3 clusters Score -973967.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -974074.000000 Penalty: 2982.521973
	Iteration 5Q: 3 clusters Score -974074 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -974167.750000 Penalty: 2982.521973
	Iteration 6Q: 3 clusters Score -974167.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -974255.750000 Penalty: 2982.521973
	Iteration 7Q: 3 clusters Score -974255.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -974326.312500 Penalty: 2982.521973
	Iteration 8Q: 3 clusters Score -974326.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -974380.812500 Penalty: 2982.521973
	Iteration 9Q: 3 clusters Score -974380.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -974443.312500 Penalty: 2982.521973
	Iteration 10Q: 3 clusters Score -974443.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -974492.187500 Penalty: 2982.521973
	Iteration 11Q: 3 clusters Score -974492.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -974538.687500 Penalty: 2982.521973
	Iteration 12Q: 3 clusters Score -974538.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -974586.625000 Penalty: 2982.521973
	Iteration 13Q: 3 clusters Score -974586.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -974622.750000 Penalty: 2982.521973
	Iteration 14Q: 3 clusters Score -974622.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -974657.687500 Penalty: 2982.521973
	Iteration 15Q: 3 clusters Score -974657.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -974697.812500 Penalty: 2982.521973
	Iteration 16Q: 3 clusters Score -974697.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -974748.250000 Penalty: 2982.521973
	Iteration 17Q: 3 clusters Score -974748.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -974834.687500 Penalty: 2982.521973
	Iteration 18Q: 3 clusters Score -974834.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -974933.187500 Penalty: 2982.521973
	Iteration 19Q: 3 clusters Score -974933.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -975043.625000 Penalty: 2982.521973
	Iteration 20F: 3 clusters Score -975043.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -975152.625000 Penalty: 2982.521973
	Iteration 21Q: 3 clusters Score -975152.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -975256.750000 Penalty: 2982.521973
	Iteration 22Q: 3 clusters Score -975256.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -975338.250000 Penalty: 2982.521973
	Iteration 23Q: 3 clusters Score -975338.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -975397.000000 Penalty: 2982.521973
	Iteration 24Q: 3 clusters Score -975397 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -975442.250000 Penalty: 2982.521973
	Iteration 25Q: 3 clusters Score -975442.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -975470.125000 Penalty: 2982.521973
	Iteration 26Q: 3 clusters Score -975470.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -975492.000000 Penalty: 2982.521973
	Iteration 27Q: 3 clusters Score -975492 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -975510.000000 Penalty: 2982.521973
	Iteration 28Q: 3 clusters Score -975510 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -975527.375000 Penalty: 2982.521973
	Iteration 29Q: 3 clusters Score -975527.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -975539.500000 Penalty: 2982.521973
	Iteration 30Q: 3 clusters Score -975539.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -975550.812500 Penalty: 2982.521973
	Iteration 31Q: 3 clusters Score -975550.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -975562.000000 Penalty: 2982.521973
	Iteration 32Q: 3 clusters Score -975562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -975568.937500 Penalty: 2982.521973
	Iteration 33Q: 3 clusters Score -975568.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -975580.062500 Penalty: 2982.521973
	Iteration 34Q: 3 clusters Score -975580.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -975587.812500 Penalty: 2982.521973
	Iteration 35Q: 3 clusters Score -975587.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -975593.375000 Penalty: 2982.521973
	Iteration 36Q: 3 clusters Score -975593.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -975601.562500 Penalty: 2982.521973
	Iteration 37Q: 3 clusters Score -975601.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -975605.812500 Penalty: 2982.521973
	Iteration 38Q: 3 clusters Score -975605.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -975613.937500 Penalty: 2982.521973
	Iteration 39Q: 3 clusters Score -975613.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -975616.750000 Penalty: 2982.521973
	Iteration 40F: 3 clusters Score -975616.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -975620.562500 Penalty: 2982.521973
	Iteration 41Q: 3 clusters Score -975620.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -975626.875000 Penalty: 2982.521973
	Iteration 42Q: 3 clusters Score -975626.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -975633.062500 Penalty: 2982.521973
	Iteration 43Q: 3 clusters Score -975633.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -975640.625000 Penalty: 2982.521973
	Iteration 44Q: 3 clusters Score -975640.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -975643.250000 Penalty: 2982.521973
	Iteration 45Q: 3 clusters Score -975643.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -975644.812500 Penalty: 2982.521973
	Iteration 46Q: 3 clusters Score -975644.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -975646.875000 Penalty: 2982.521973
	Iteration 47Q: 3 clusters Score -975646.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -975645.625000 Penalty: 2982.521973
	Iteration 48Q: 3 clusters Score -975645.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -975646.375000 Penalty: 2982.521973
	Iteration 49Q: 3 clusters Score -975646.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -975648.562500 Penalty: 2982.521973
	Iteration 50Q: 3 clusters Score -975648.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -975646.500000 Penalty: 2982.521973
	Iteration 51Q: 3 clusters Score -975646.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -975645.750000 Penalty: 2982.521973
	Iteration 52Q: 3 clusters Score -975645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -975647.000000 Penalty: 2982.521973
	Iteration 53Q: 3 clusters Score -975647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -975649.062500 Penalty: 2982.521973
	Iteration 54Q: 3 clusters Score -975649.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -975649.750000 Penalty: 2982.521973
	Iteration 55Q: 3 clusters Score -975649.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -975649.625000 Penalty: 2982.521973
	Iteration 56Q: 3 clusters Score -975649.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -975649.875000 Penalty: 2982.521973
	Iteration 57Q: 3 clusters Score -975649.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -975649.812500 Penalty: 2982.521973
	Iteration 58Q: 3 clusters Score -975649.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -975651.937500 Penalty: 2982.521973
	Iteration 59Q: 3 clusters Score -975651.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -975650.250000 Penalty: 2982.521973
	Iteration 60F: 3 clusters Score -975650.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -975650.625000 Penalty: 2982.521973
	Iteration 61Q: 3 clusters Score -975650.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -975648.437500 Penalty: 2982.521973
	Iteration 62Q: 3 clusters Score -975648.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -975650.625000 Penalty: 2982.521973
	Iteration 63Q: 3 clusters Score -975650.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -975651.000000 Penalty: 2982.521973
	Iteration 64Q: 3 clusters Score -975651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -975651.937500 Penalty: 2982.521973
	Iteration 65Q: 3 clusters Score -975651.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -975650.125000 Penalty: 2982.521973
	Iteration 66Q: 3 clusters Score -975650.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -975650.562500 Penalty: 2982.521973
	Iteration 67Q: 3 clusters Score -975650.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -975653.562500 Penalty: 2982.521973
	Iteration 68Q: 3 clusters Score -975653.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -975654.937500 Penalty: 2982.521973
	Iteration 69Q: 3 clusters Score -975654.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -975655.000000 Penalty: 2982.521973
	Iteration 70Q: 3 clusters Score -975655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -975656.312500 Penalty: 2982.521973
	Iteration 71Q: 3 clusters Score -975656.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -975655.687500 Penalty: 2982.521973
	Iteration 72Q: 3 clusters Score -975655.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -975655.875000 Penalty: 2982.521973
	Iteration 73Q: 3 clusters Score -975655.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -975660.187500 Penalty: 2982.521973
	Iteration 74Q: 3 clusters Score -975660.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -975660.375000 Penalty: 2982.521973
	Iteration 75Q: 3 clusters Score -975660.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -975660.687500 Penalty: 2982.521973
	Iteration 76Q: 3 clusters Score -975660.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -975661.500000 Penalty: 2982.521973
	Iteration 77Q: 3 clusters Score -975661.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -975662.375000 Penalty: 2982.521973
	Iteration 78Q: 3 clusters Score -975662.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -975662.125000 Penalty: 2982.521973
	Iteration 79Q: 3 clusters Score -975662.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -975663.062500 Penalty: 2982.521973
	Iteration 80F: 3 clusters Score -975663.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -975667.812500 Penalty: 2982.521973
	Iteration 81Q: 3 clusters Score -975667.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -975669.937500 Penalty: 2982.521973
	Iteration 82Q: 3 clusters Score -975669.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -975670.687500 Penalty: 2982.521973
	Iteration 83Q: 3 clusters Score -975670.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -975671.625000 Penalty: 2982.521973
	Iteration 84Q: 3 clusters Score -975671.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -975678.125000 Penalty: 2982.521973
	Iteration 85Q: 3 clusters Score -975678.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -975677.000000 Penalty: 2982.521973
	Iteration 86Q: 3 clusters Score -975677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -975682.500000 Penalty: 2982.521973
	Iteration 87Q: 3 clusters Score -975682.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -975685.312500 Penalty: 2982.521973
	Iteration 88Q: 3 clusters Score -975685.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -975688.625000 Penalty: 2982.521973
	Iteration 89Q: 3 clusters Score -975688.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -975695.375000 Penalty: 2982.521973
	Iteration 90Q: 3 clusters Score -975695.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -975699.750000 Penalty: 2982.521973
	Iteration 91Q: 3 clusters Score -975699.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -975705.125000 Penalty: 2982.521973
	Iteration 92Q: 3 clusters Score -975705.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -975710.625000 Penalty: 2982.521973
	Iteration 93Q: 3 clusters Score -975710.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -975718.062500 Penalty: 2982.521973
	Iteration 94Q: 3 clusters Score -975718.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -975728.375000 Penalty: 2982.521973
	Iteration 95Q: 3 clusters Score -975728.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -975737.000000 Penalty: 2982.521973
	Iteration 96Q: 3 clusters Score -975737 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -975745.937500 Penalty: 2982.521973
	Iteration 97Q: 3 clusters Score -975745.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -975761.000000 Penalty: 2982.521973
	Iteration 98Q: 3 clusters Score -975761 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -975783.812500 Penalty: 2982.521973
	Iteration 99Q: 3 clusters Score -975783.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -975803.875000 Penalty: 2982.521973
	Iteration 100F: 3 clusters Score -975803.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -975830.375000 Penalty: 2982.521973
	Iteration 101Q: 3 clusters Score -975830.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -975852.375000 Penalty: 2982.521973
	Iteration 102Q: 3 clusters Score -975852.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -975879.812500 Penalty: 2982.521973
	Iteration 103Q: 3 clusters Score -975879.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -975912.437500 Penalty: 2982.521973
	Iteration 104Q: 3 clusters Score -975912.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -975945.625000 Penalty: 2982.521973
	Iteration 105Q: 3 clusters Score -975945.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -975992.500000 Penalty: 2982.521973
	Iteration 106Q: 3 clusters Score -975992.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -976051.500000 Penalty: 2982.521973
	Iteration 107Q: 3 clusters Score -976051.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -976104.375000 Penalty: 2982.521973
	Iteration 108Q: 3 clusters Score -976104.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -976156.500000 Penalty: 2982.521973
	Iteration 109Q: 3 clusters Score -976156.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -976189.250000 Penalty: 2982.521973
	Iteration 110Q: 3 clusters Score -976189.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -976215.812500 Penalty: 2982.521973
	Iteration 111Q: 3 clusters Score -976215.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -976235.375000 Penalty: 2982.521973
	Iteration 112Q: 3 clusters Score -976235.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -976249.062500 Penalty: 2982.521973
	Iteration 113Q: 3 clusters Score -976249.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -976264.125000 Penalty: 2982.521973
	Iteration 114Q: 3 clusters Score -976264.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -976277.625000 Penalty: 2982.521973
	Iteration 115Q: 3 clusters Score -976277.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -976290.187500 Penalty: 2982.521973
	Iteration 116Q: 3 clusters Score -976290.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -976302.000000 Penalty: 2982.521973
	Iteration 117Q: 3 clusters Score -976302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -976311.250000 Penalty: 2982.521973
	Iteration 118Q: 3 clusters Score -976311.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -976320.062500 Penalty: 2982.521973
	Iteration 119Q: 3 clusters Score -976320.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -976324.812500 Penalty: 2982.521973
	Iteration 120F: 3 clusters Score -976324.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -976329.562500 Penalty: 2982.521973
	Iteration 121Q: 3 clusters Score -976329.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -976335.000000 Penalty: 2982.521973
	Iteration 122Q: 3 clusters Score -976335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -976343.312500 Penalty: 2982.521973
	Iteration 123Q: 3 clusters Score -976343.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -976361.187500 Penalty: 2982.521973
	Iteration 124Q: 3 clusters Score -976361.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -976378.375000 Penalty: 2982.521973
	Iteration 125Q: 3 clusters Score -976378.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -976403.687500 Penalty: 2982.521973
	Iteration 126Q: 3 clusters Score -976403.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -976419.750000 Penalty: 2982.521973
	Iteration 127Q: 3 clusters Score -976419.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -976432.687500 Penalty: 2982.521973
	Iteration 128Q: 3 clusters Score -976432.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -976446.312500 Penalty: 2982.521973
	Iteration 129Q: 3 clusters Score -976446.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -976455.500000 Penalty: 2982.521973
	Iteration 130Q: 3 clusters Score -976455.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -976461.375000 Penalty: 2982.521973
	Iteration 131Q: 3 clusters Score -976461.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -976468.875000 Penalty: 2982.521973
	Iteration 132Q: 3 clusters Score -976468.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -976473.750000 Penalty: 2982.521973
	Iteration 133Q: 3 clusters Score -976473.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -976474.625000 Penalty: 2982.521973
	Iteration 134Q: 3 clusters Score -976474.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -976479.625000 Penalty: 2982.521973
	Iteration 135Q: 3 clusters Score -976479.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -976482.562500 Penalty: 2982.521973
	Iteration 136Q: 3 clusters Score -976482.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -976481.937500 Penalty: 2982.521973
	Iteration 137Q: 3 clusters Score -976481.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -976481.250000 Penalty: 2982.521973
	Iteration 138Q: 3 clusters Score -976481.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -976483.125000 Penalty: 2982.521973
	Iteration 139Q: 3 clusters Score -976483.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -976483.375000 Penalty: 2982.521973
	Iteration 140F: 3 clusters Score -976483.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -976486.750000 Penalty: 2982.521973
	Iteration 141Q: 3 clusters Score -976486.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -976485.875000 Penalty: 2982.521973
	Iteration 142Q: 3 clusters Score -976485.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -976487.187500 Penalty: 2982.521973
	Iteration 143Q: 3 clusters Score -976487.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -976488.062500 Penalty: 2982.521973
	Iteration 144Q: 3 clusters Score -976488.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -976487.937500 Penalty: 2982.521973
	Iteration 145Q: 3 clusters Score -976487.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -976489.375000 Penalty: 2982.521973
	Iteration 146Q: 3 clusters Score -976489.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -976490.125000 Penalty: 2982.521973
	Iteration 147Q: 3 clusters Score -976490.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -976492.250000 Penalty: 2982.521973
	Iteration 148Q: 3 clusters Score -976492.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -976492.000000 Penalty: 2982.521973
	Iteration 149Q: 3 clusters Score -976492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -976492.062500 Penalty: 2982.521973
	Iteration 150Q: 3 clusters Score -976492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -976491.312500 Penalty: 2982.521973
	Iteration 151Q: 3 clusters Score -976491.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -976491.937500 Penalty: 2982.521973
	Iteration 152Q: 3 clusters Score -976491.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -976493.687500 Penalty: 2982.521973
	Iteration 153Q: 3 clusters Score -976493.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -976493.687500 Penalty: 2982.521973
	Iteration 154F: 3 clusters Score -976493.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (186112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186112 members 
Entering Unmasked Estep 
Score: -18967940.000000 Penalty: 1971.791870
	Iteration 0F: 2 clusters Score -1.896794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92755 members 
Mstep: Class 2 contains 93357 members 
Entering Unmasked Estep 
Score: -18852434.000000 Penalty: 3943.583740
	Iteration 0F: 3 clusters Score -1.885243e+07 nChanged 90224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84841 members 
Mstep: Class 2 contains 101271 members 
Entering Unmasked Estep 
Score: -18907302.000000 Penalty: 3943.583740
	Iteration 1F: 3 clusters Score -1.89073e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79658 members 
Mstep: Class 2 contains 106454 members 
Entering Unmasked Estep 
Score: -18910006.000000 Penalty: 3943.583740
	Iteration 2Q: 3 clusters Score -1.891001e+07 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72025 members 
Mstep: Class 2 contains 114087 members 
Entering Unmasked Estep 
Score: -18914396.000000 Penalty: 3943.583740
	Iteration 3F: 3 clusters Score -1.89144e+07 nChanged 12161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61694 members 
Mstep: Class 2 contains 124418 members 
Entering Unmasked Estep 
Score: -18921938.000000 Penalty: 3943.583740
	Iteration 4F: 3 clusters Score -1.892194e+07 nChanged 13781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 136605 members 
Entering Unmasked Estep 
Score: -18932536.000000 Penalty: 3943.583740
	Iteration 5F: 3 clusters Score -1.893254e+07 nChanged 13261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 148506 members 
Entering Unmasked Estep 
Score: -18945730.000000 Penalty: 3943.583740
	Iteration 6F: 3 clusters Score -1.894573e+07 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 157333 members 
Entering Unmasked Estep 
Score: -18956788.000000 Penalty: 3943.583740
	Iteration 7F: 3 clusters Score -1.895679e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 162336 members 
Entering Unmasked Estep 
Score: -18962454.000000 Penalty: 3943.583740
	Iteration 8Q: 3 clusters Score -1.896245e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 165324 members 
Entering Unmasked Estep 
Score: -18964368.000000 Penalty: 3943.583740
	Iteration 9Q: 3 clusters Score -1.896437e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 167771 members 
Entering Unmasked Estep 
Score: -18965120.000000 Penalty: 3943.583740
	Iteration 10Q: 3 clusters Score -1.896512e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 169920 members 
Entering Unmasked Estep 
Score: -18965680.000000 Penalty: 3943.583740
	Iteration 11Q: 3 clusters Score -1.896568e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 171842 members 
Entering Unmasked Estep 
Score: -18966064.000000 Penalty: 3943.583740
	Iteration 12Q: 3 clusters Score -1.896606e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 173570 members 
Entering Unmasked Estep 
Score: -18966148.000000 Penalty: 3943.583740
	Iteration 13Q: 3 clusters Score -1.896615e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 174994 members 
Entering Unmasked Estep 
Score: -18966186.000000 Penalty: 3943.583740
	Iteration 14Q: 3 clusters Score -1.896619e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 176230 members 
Entering Unmasked Estep 
Score: -18966274.000000 Penalty: 3943.583740
	Iteration 15Q: 3 clusters Score -1.896627e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 177273 members 
Entering Unmasked Estep 
Score: -18966386.000000 Penalty: 3943.583740
	Iteration 16Q: 3 clusters Score -1.896639e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 178188 members 
Entering Unmasked Estep 
Score: -18966404.000000 Penalty: 3943.583740
	Iteration 17Q: 3 clusters Score -1.89664e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 179040 members 
Entering Unmasked Estep 
Score: -18966378.000000 Penalty: 3943.583740
	Iteration 18Q: 3 clusters Score -1.896638e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 179746 members 
Entering Unmasked Estep 
Score: -18966458.000000 Penalty: 3943.583740
	Iteration 19Q: 3 clusters Score -1.896646e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 180382 members 
Entering Unmasked Estep 
Score: -18966476.000000 Penalty: 3943.583740
	Iteration 20F: 3 clusters Score -1.896648e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 180933 members 
Entering Unmasked Estep 
Score: -18966414.000000 Penalty: 3943.583740
	Iteration 21Q: 3 clusters Score -1.896641e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 181391 members 
Entering Unmasked Estep 
Score: -18966388.000000 Penalty: 3943.583740
	Iteration 22Q: 3 clusters Score -1.896639e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 181816 members 
Entering Unmasked Estep 
Score: -18966366.000000 Penalty: 3943.583740
	Iteration 23Q: 3 clusters Score -1.896637e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 182196 members 
Entering Unmasked Estep 
Score: -18966350.000000 Penalty: 3943.583740
	Iteration 24Q: 3 clusters Score -1.896635e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 182501 members 
Entering Unmasked Estep 
Score: -18966380.000000 Penalty: 3943.583740
	Iteration 25Q: 3 clusters Score -1.896638e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 182758 members 
Entering Unmasked Estep 
Score: -18966352.000000 Penalty: 3943.583740
	Iteration 26Q: 3 clusters Score -1.896635e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 182997 members 
Entering Unmasked Estep 
Score: -18966380.000000 Penalty: 3943.583740
	Iteration 27Q: 3 clusters Score -1.896638e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 183178 members 
Entering Unmasked Estep 
Score: -18966406.000000 Penalty: 3943.583740
	Iteration 28Q: 3 clusters Score -1.896641e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 183338 members 
Entering Unmasked Estep 
Score: -18966406.000000 Penalty: 3943.583740
	Iteration 29Q: 3 clusters Score -1.896641e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 183483 members 
Entering Unmasked Estep 
Score: -18966438.000000 Penalty: 3943.583740
	Iteration 30Q: 3 clusters Score -1.896644e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 183606 members 
Entering Unmasked Estep 
Score: -18966464.000000 Penalty: 3943.583740
	Iteration 31Q: 3 clusters Score -1.896646e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 183724 members 
Entering Unmasked Estep 
Score: -18966500.000000 Penalty: 3943.583740
	Iteration 32Q: 3 clusters Score -1.89665e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 183827 members 
Entering Unmasked Estep 
Score: -18966458.000000 Penalty: 3943.583740
	Iteration 33Q: 3 clusters Score -1.896646e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 183919 members 
Entering Unmasked Estep 
Score: -18966520.000000 Penalty: 3943.583740
	Iteration 34Q: 3 clusters Score -1.896652e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 183994 members 
Entering Unmasked Estep 
Score: -18966514.000000 Penalty: 3943.583740
	Iteration 35Q: 3 clusters Score -1.896651e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 184068 members 
Entering Unmasked Estep 
Score: -18966478.000000 Penalty: 3943.583740
	Iteration 36Q: 3 clusters Score -1.896648e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 184135 members 
Entering Unmasked Estep 
Score: -18966478.000000 Penalty: 3943.583740
	Iteration 37Q: 3 clusters Score -1.896648e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 184186 members 
Entering Unmasked Estep 
Score: -18966494.000000 Penalty: 3943.583740
	Iteration 38Q: 3 clusters Score -1.896649e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 184232 members 
Entering Unmasked Estep 
Score: -18966488.000000 Penalty: 3943.583740
	Iteration 39Q: 3 clusters Score -1.896649e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 184272 members 
Entering Unmasked Estep 
Score: -18966500.000000 Penalty: 3943.583740
	Iteration 40F: 3 clusters Score -1.89665e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 184303 members 
Entering Unmasked Estep 
Score: -18966504.000000 Penalty: 3943.583740
	Iteration 41Q: 3 clusters Score -1.89665e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 184322 members 
Entering Unmasked Estep 
Score: -18966484.000000 Penalty: 3943.583740
	Iteration 42Q: 3 clusters Score -1.896648e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 184350 members 
Entering Unmasked Estep 
Score: -18966504.000000 Penalty: 3943.583740
	Iteration 43Q: 3 clusters Score -1.89665e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 184376 members 
Entering Unmasked Estep 
Score: -18966474.000000 Penalty: 3943.583740
	Iteration 44Q: 3 clusters Score -1.896647e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 184410 members 
Entering Unmasked Estep 
Score: -18966480.000000 Penalty: 3943.583740
	Iteration 45Q: 3 clusters Score -1.896648e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 184442 members 
Entering Unmasked Estep 
Score: -18966494.000000 Penalty: 3943.583740
	Iteration 46Q: 3 clusters Score -1.896649e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 184466 members 
Entering Unmasked Estep 
Score: -18966484.000000 Penalty: 3943.583740
	Iteration 47Q: 3 clusters Score -1.896648e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 184493 members 
Entering Unmasked Estep 
Score: -18966486.000000 Penalty: 3943.583740
	Iteration 48Q: 3 clusters Score -1.896649e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 184515 members 
Entering Unmasked Estep 
Score: -18966490.000000 Penalty: 3943.583740
	Iteration 49Q: 3 clusters Score -1.896649e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 184538 members 
Entering Unmasked Estep 
Score: -18966522.000000 Penalty: 3943.583740
	Iteration 50Q: 3 clusters Score -1.896652e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 184559 members 
Entering Unmasked Estep 
Score: -18966522.000000 Penalty: 3943.583740
	Iteration 51Q: 3 clusters Score -1.896652e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 184578 members 
Entering Unmasked Estep 
Score: -18966532.000000 Penalty: 3943.583740
	Iteration 52Q: 3 clusters Score -1.896653e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 184596 members 
Entering Unmasked Estep 
Score: -18966544.000000 Penalty: 3943.583740
	Iteration 53Q: 3 clusters Score -1.896654e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 184614 members 
Entering Unmasked Estep 
Score: -18966568.000000 Penalty: 3943.583740
	Iteration 54Q: 3 clusters Score -1.896657e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 184638 members 
Entering Unmasked Estep 
Score: -18966560.000000 Penalty: 3943.583740
	Iteration 55Q: 3 clusters Score -1.896656e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 184649 members 
Entering Unmasked Estep 
Score: -18966552.000000 Penalty: 3943.583740
	Iteration 56Q: 3 clusters Score -1.896655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 184662 members 
Entering Unmasked Estep 
Score: -18966556.000000 Penalty: 3943.583740
	Iteration 57Q: 3 clusters Score -1.896656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 184672 members 
Entering Unmasked Estep 
Score: -18966554.000000 Penalty: 3943.583740
	Iteration 58Q: 3 clusters Score -1.896655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 184678 members 
Entering Unmasked Estep 
Score: -18966550.000000 Penalty: 3943.583740
	Iteration 59Q: 3 clusters Score -1.896655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 184682 members 
Entering Unmasked Estep 
Score: -18966552.000000 Penalty: 3943.583740
	Iteration 60F: 3 clusters Score -1.896655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 184688 members 
Entering Unmasked Estep 
Score: -18966556.000000 Penalty: 3943.583740
	Iteration 61Q: 3 clusters Score -1.896656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 184693 members 
Entering Unmasked Estep 
Score: -18966568.000000 Penalty: 3943.583740
	Iteration 62Q: 3 clusters Score -1.896657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 184699 members 
Entering Unmasked Estep 
Score: -18966544.000000 Penalty: 3943.583740
	Iteration 63Q: 3 clusters Score -1.896654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 184704 members 
Entering Unmasked Estep 
Score: -18966562.000000 Penalty: 3943.583740
	Iteration 64Q: 3 clusters Score -1.896656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 184710 members 
Entering Unmasked Estep 
Score: -18966556.000000 Penalty: 3943.583740
	Iteration 65Q: 3 clusters Score -1.896656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 184718 members 
Entering Unmasked Estep 
Score: -18966564.000000 Penalty: 3943.583740
	Iteration 66Q: 3 clusters Score -1.896656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 184724 members 
Entering Unmasked Estep 
Score: -18966560.000000 Penalty: 3943.583740
	Iteration 67Q: 3 clusters Score -1.896656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 184729 members 
Entering Unmasked Estep 
Score: -18966566.000000 Penalty: 3943.583740
	Iteration 68Q: 3 clusters Score -1.896657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 184730 members 
Entering Unmasked Estep 
Score: -18966566.000000 Penalty: 3943.583740
	Iteration 69Q: 3 clusters Score -1.896657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 184731 members 
Entering Unmasked Estep 
Score: -18966566.000000 Penalty: 3943.583740
	Iteration 70Q: 3 clusters Score -1.896657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 184734 members 
Entering Unmasked Estep 
Score: -18966576.000000 Penalty: 3943.583740
	Iteration 71Q: 3 clusters Score -1.896658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 184738 members 
Entering Unmasked Estep 
Score: -18966578.000000 Penalty: 3943.583740
	Iteration 72Q: 3 clusters Score -1.896658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 184740 members 
Entering Unmasked Estep 
Score: -18966574.000000 Penalty: 3943.583740
	Iteration 73Q: 3 clusters Score -1.896657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 184743 members 
Entering Unmasked Estep 
Score: -18966584.000000 Penalty: 3943.583740
	Iteration 74Q: 3 clusters Score -1.896658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 184744 members 
Entering Unmasked Estep 
Score: -18966582.000000 Penalty: 3943.583740
	Iteration 75Q: 3 clusters Score -1.896658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 184745 members 
Entering Unmasked Estep 
Score: -18966580.000000 Penalty: 3943.583740
	Iteration 76Q: 3 clusters Score -1.896658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 184747 members 
Entering Unmasked Estep 
Score: -18966578.000000 Penalty: 3943.583740
	Iteration 77Q: 3 clusters Score -1.896658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 184748 members 
Entering Unmasked Estep 
Score: -18966586.000000 Penalty: 3943.583740
	Iteration 78Q: 3 clusters Score -1.896659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 184750 members 
Entering Unmasked Estep 
Score: -18966588.000000 Penalty: 3943.583740
	Iteration 79Q: 3 clusters Score -1.896659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 184750 members 
Entering Unmasked Estep 
Score: -18966588.000000 Penalty: 3943.583740
	Iteration 80F: 3 clusters Score -1.896659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (140432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140432 members 
Entering Unmasked Estep 
Score: -14265046.000000 Penalty: 1926.027832
	Iteration 0F: 2 clusters Score -1.426505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 70842 members 
Entering Unmasked Estep 
Score: -14171130.000000 Penalty: 3852.055664
	Iteration 0F: 3 clusters Score -1.417113e+07 nChanged 67789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56713 members 
Mstep: Class 2 contains 83719 members 
Entering Unmasked Estep 
Score: -14213217.000000 Penalty: 3852.055664
	Iteration 1F: 3 clusters Score -1.421322e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 91301 members 
Entering Unmasked Estep 
Score: -14217400.000000 Penalty: 3852.055664
	Iteration 2F: 3 clusters Score -1.42174e+07 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 102047 members 
Entering Unmasked Estep 
Score: -14225352.000000 Penalty: 3852.055664
	Iteration 3F: 3 clusters Score -1.422535e+07 nChanged 13648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 115675 members 
Entering Unmasked Estep 
Score: -14238067.000000 Penalty: 3852.055664
	Iteration 4F: 3 clusters Score -1.423807e+07 nChanged 12954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 128623 members 
Entering Unmasked Estep 
Score: -14251804.000000 Penalty: 3852.055664
	Iteration 5F: 3 clusters Score -1.42518e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 136415 members 
Entering Unmasked Estep 
Score: -14259760.000000 Penalty: 3852.055664
	Iteration 6F: 3 clusters Score -1.425976e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 139255 members 
Entering Unmasked Estep 
Score: -14262430.000000 Penalty: 3852.055664
	Iteration 7Q: 3 clusters Score -1.426243e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 139961 members 
Entering Unmasked Estep 
Score: -14263023.000000 Penalty: 3852.055664
	Iteration 8Q: 3 clusters Score -1.426302e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 140142 members 
Entering Unmasked Estep 
Score: -14263199.000000 Penalty: 3852.055664
	Iteration 9Q: 3 clusters Score -1.42632e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 140201 members 
Entering Unmasked Estep 
Score: -14263300.000000 Penalty: 3852.055664
	Iteration 10Q: 3 clusters Score -1.42633e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 140216 members 
Entering Unmasked Estep 
Score: -14263333.000000 Penalty: 3852.055664
	Iteration 11Q: 3 clusters Score -1.426333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 140226 members 
Entering Unmasked Estep 
Score: -14263347.000000 Penalty: 3852.055664
	Iteration 12Q: 3 clusters Score -1.426335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 140232 members 
Entering Unmasked Estep 
Score: -14263364.000000 Penalty: 3852.055664
	Iteration 13Q: 3 clusters Score -1.426336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 140231 members 
Entering Unmasked Estep 
Score: -14263364.000000 Penalty: 3852.055664
	Iteration 14Q: 3 clusters Score -1.426336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 140229 members 
Entering Unmasked Estep 
Score: -14263370.000000 Penalty: 3852.055664
	Iteration 15Q: 3 clusters Score -1.426337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 140233 members 
Entering Unmasked Estep 
Score: -14263370.000000 Penalty: 3852.055664
	Iteration 16Q: 3 clusters Score -1.426337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 140235 members 
Entering Unmasked Estep 
Score: -14263374.000000 Penalty: 3852.055664
	Iteration 17Q: 3 clusters Score -1.426337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 140236 members 
Entering Unmasked Estep 
Score: -14263374.000000 Penalty: 3852.055664
	Iteration 18Q: 3 clusters Score -1.426337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 140236 members 
Entering Unmasked Estep 
Score: -14263374.000000 Penalty: 3852.055664
	Iteration 19F: 3 clusters Score -1.426337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Entering Unmasked Estep 
Score: -3926784.250000 Penalty: 1716.104858
	Iteration 0F: 2 clusters Score -3926784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -3901057.250000 Penalty: 3432.209717
	Iteration 0F: 3 clusters Score -3901057 nChanged 17816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -3910872.500000 Penalty: 3432.209717
	Iteration 1F: 3 clusters Score -3910872 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -3911324.250000 Penalty: 3432.209717
	Iteration 2Q: 3 clusters Score -3911324 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -3911851.000000 Penalty: 3432.209717
	Iteration 3Q: 3 clusters Score -3911851 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -3912481.750000 Penalty: 3432.209717
	Iteration 4Q: 3 clusters Score -3912482 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -3913422.500000 Penalty: 3432.209717
	Iteration 5F: 3 clusters Score -3913422 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -3914877.750000 Penalty: 3432.209717
	Iteration 6F: 3 clusters Score -3914878 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -3916963.000000 Penalty: 3432.209717
	Iteration 7F: 3 clusters Score -3916963 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -3919383.750000 Penalty: 3432.209717
	Iteration 8F: 3 clusters Score -3919384 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -3921512.250000 Penalty: 3432.209717
	Iteration 9F: 3 clusters Score -3921512 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -3923027.250000 Penalty: 3432.209717
	Iteration 10Q: 3 clusters Score -3923027 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3923929.750000 Penalty: 3432.209717
	Iteration 11Q: 3 clusters Score -3923930 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3924391.500000 Penalty: 3432.209717
	Iteration 12Q: 3 clusters Score -3924392 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3924668.000000 Penalty: 3432.209717
	Iteration 13Q: 3 clusters Score -3924668 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3924856.000000 Penalty: 3432.209717
	Iteration 14Q: 3 clusters Score -3924856 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3924948.250000 Penalty: 3432.209717
	Iteration 15Q: 3 clusters Score -3924948 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3925028.500000 Penalty: 3432.209717
	Iteration 16Q: 3 clusters Score -3925028 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3925067.250000 Penalty: 3432.209717
	Iteration 17Q: 3 clusters Score -3925067 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3925099.750000 Penalty: 3432.209717
	Iteration 18Q: 3 clusters Score -3925100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3925123.000000 Penalty: 3432.209717
	Iteration 19Q: 3 clusters Score -3925123 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3925148.000000 Penalty: 3432.209717
	Iteration 20F: 3 clusters Score -3925148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3925171.000000 Penalty: 3432.209717
	Iteration 21Q: 3 clusters Score -3925171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3925191.250000 Penalty: 3432.209717
	Iteration 22Q: 3 clusters Score -3925191 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3925213.500000 Penalty: 3432.209717
	Iteration 23Q: 3 clusters Score -3925214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3925226.000000 Penalty: 3432.209717
	Iteration 24Q: 3 clusters Score -3925226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3925249.750000 Penalty: 3432.209717
	Iteration 25Q: 3 clusters Score -3925250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3925267.000000 Penalty: 3432.209717
	Iteration 26Q: 3 clusters Score -3925267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3925277.250000 Penalty: 3432.209717
	Iteration 27Q: 3 clusters Score -3925277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3925277.750000 Penalty: 3432.209717
	Iteration 28Q: 3 clusters Score -3925278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3925276.750000 Penalty: 3432.209717
	Iteration 29Q: 3 clusters Score -3925277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3925276.750000 Penalty: 3432.209717
	Iteration 30Q: 3 clusters Score -3925277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3925281.500000 Penalty: 3432.209717
	Iteration 31Q: 3 clusters Score -3925282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3925283.000000 Penalty: 3432.209717
	Iteration 32Q: 3 clusters Score -3925283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3925284.000000 Penalty: 3432.209717
	Iteration 33Q: 3 clusters Score -3925284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3925284.000000 Penalty: 3432.209717
	Iteration 34Q: 3 clusters Score -3925284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3925283.500000 Penalty: 3432.209717
	Iteration 35Q: 3 clusters Score -3925284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3925286.250000 Penalty: 3432.209717
	Iteration 36Q: 3 clusters Score -3925286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3925291.250000 Penalty: 3432.209717
	Iteration 37Q: 3 clusters Score -3925291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3925291.750000 Penalty: 3432.209717
	Iteration 38Q: 3 clusters Score -3925292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3925293.250000 Penalty: 3432.209717
	Iteration 39Q: 3 clusters Score -3925293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3925294.750000 Penalty: 3432.209717
	Iteration 40F: 3 clusters Score -3925295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3925302.500000 Penalty: 3432.209717
	Iteration 41Q: 3 clusters Score -3925302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3925293.750000 Penalty: 3432.209717
	Iteration 42Q: 3 clusters Score -3925294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3925302.500000 Penalty: 3432.209717
	Iteration 43Q: 3 clusters Score -3925302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3925302.750000 Penalty: 3432.209717
	Iteration 44Q: 3 clusters Score -3925303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3925304.500000 Penalty: 3432.209717
	Iteration 45Q: 3 clusters Score -3925304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3925299.250000 Penalty: 3432.209717
	Iteration 46Q: 3 clusters Score -3925299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3925302.250000 Penalty: 3432.209717
	Iteration 47Q: 3 clusters Score -3925302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3925301.000000 Penalty: 3432.209717
	Iteration 48Q: 3 clusters Score -3925301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3925301.000000 Penalty: 3432.209717
	Iteration 49F: 3 clusters Score -3925301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Entering Unmasked Estep 
Score: -659520.312500 Penalty: 1426.302734
	Iteration 0F: 2 clusters Score -659520.3 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 3178 members 
Entering Unmasked Estep 
Score: -654564.562500 Penalty: 2852.605469
	Iteration 0F: 3 clusters Score -654564.6 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -655996.687500 Penalty: 2852.605469
	Iteration 1F: 3 clusters Score -655996.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -656173.750000 Penalty: 2852.605469
	Iteration 2F: 3 clusters Score -656173.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -656323.500000 Penalty: 2852.605469
	Iteration 3Q: 3 clusters Score -656323.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -656464.625000 Penalty: 2852.605469
	Iteration 4Q: 3 clusters Score -656464.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -656597.125000 Penalty: 2852.605469
	Iteration 5Q: 3 clusters Score -656597.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -656739.625000 Penalty: 2852.605469
	Iteration 6Q: 3 clusters Score -656739.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -656880.562500 Penalty: 2852.605469
	Iteration 7Q: 3 clusters Score -656880.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -657002.500000 Penalty: 2852.605469
	Iteration 8Q: 3 clusters Score -657002.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -657114.812500 Penalty: 2852.605469
	Iteration 9Q: 3 clusters Score -657114.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -657224.250000 Penalty: 2852.605469
	Iteration 10Q: 3 clusters Score -657224.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -657334.875000 Penalty: 2852.605469
	Iteration 11Q: 3 clusters Score -657334.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -657446.437500 Penalty: 2852.605469
	Iteration 12Q: 3 clusters Score -657446.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -657540.562500 Penalty: 2852.605469
	Iteration 13Q: 3 clusters Score -657540.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -657625.125000 Penalty: 2852.605469
	Iteration 14Q: 3 clusters Score -657625.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -657686.875000 Penalty: 2852.605469
	Iteration 15Q: 3 clusters Score -657686.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -657718.312500 Penalty: 2852.605469
	Iteration 16Q: 3 clusters Score -657718.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -657748.687500 Penalty: 2852.605469
	Iteration 17Q: 3 clusters Score -657748.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -657774.187500 Penalty: 2852.605469
	Iteration 18Q: 3 clusters Score -657774.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -657796.875000 Penalty: 2852.605469
	Iteration 19Q: 3 clusters Score -657796.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -657814.812500 Penalty: 2852.605469
	Iteration 20F: 3 clusters Score -657814.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -657831.000000 Penalty: 2852.605469
	Iteration 21Q: 3 clusters Score -657831 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -657844.750000 Penalty: 2852.605469
	Iteration 22Q: 3 clusters Score -657844.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -657854.625000 Penalty: 2852.605469
	Iteration 23Q: 3 clusters Score -657854.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -657865.812500 Penalty: 2852.605469
	Iteration 24Q: 3 clusters Score -657865.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -657875.250000 Penalty: 2852.605469
	Iteration 25Q: 3 clusters Score -657875.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -657885.312500 Penalty: 2852.605469
	Iteration 26Q: 3 clusters Score -657885.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -657903.375000 Penalty: 2852.605469
	Iteration 27Q: 3 clusters Score -657903.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -657928.250000 Penalty: 2852.605469
	Iteration 28Q: 3 clusters Score -657928.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -657956.562500 Penalty: 2852.605469
	Iteration 29Q: 3 clusters Score -657956.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -657989.125000 Penalty: 2852.605469
	Iteration 30Q: 3 clusters Score -657989.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -658016.437500 Penalty: 2852.605469
	Iteration 31Q: 3 clusters Score -658016.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -658040.062500 Penalty: 2852.605469
	Iteration 32Q: 3 clusters Score -658040.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -658061.500000 Penalty: 2852.605469
	Iteration 33Q: 3 clusters Score -658061.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -658081.687500 Penalty: 2852.605469
	Iteration 34Q: 3 clusters Score -658081.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -658100.312500 Penalty: 2852.605469
	Iteration 35Q: 3 clusters Score -658100.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -658124.250000 Penalty: 2852.605469
	Iteration 36Q: 3 clusters Score -658124.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -658145.250000 Penalty: 2852.605469
	Iteration 37Q: 3 clusters Score -658145.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -658160.625000 Penalty: 2852.605469
	Iteration 38Q: 3 clusters Score -658160.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -658178.500000 Penalty: 2852.605469
	Iteration 39Q: 3 clusters Score -658178.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -658195.750000 Penalty: 2852.605469
	Iteration 40F: 3 clusters Score -658195.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -658215.000000 Penalty: 2852.605469
	Iteration 41Q: 3 clusters Score -658215 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -658232.187500 Penalty: 2852.605469
	Iteration 42Q: 3 clusters Score -658232.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -658238.625000 Penalty: 2852.605469
	Iteration 43Q: 3 clusters Score -658238.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -658245.250000 Penalty: 2852.605469
	Iteration 44Q: 3 clusters Score -658245.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -658246.250000 Penalty: 2852.605469
	Iteration 45Q: 3 clusters Score -658246.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -658250.125000 Penalty: 2852.605469
	Iteration 46Q: 3 clusters Score -658250.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -658253.187500 Penalty: 2852.605469
	Iteration 47Q: 3 clusters Score -658253.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -658256.187500 Penalty: 2852.605469
	Iteration 48Q: 3 clusters Score -658256.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -658261.750000 Penalty: 2852.605469
	Iteration 49Q: 3 clusters Score -658261.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -658268.062500 Penalty: 2852.605469
	Iteration 50Q: 3 clusters Score -658268.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -658271.250000 Penalty: 2852.605469
	Iteration 51Q: 3 clusters Score -658271.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -658276.437500 Penalty: 2852.605469
	Iteration 52Q: 3 clusters Score -658276.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -658280.687500 Penalty: 2852.605469
	Iteration 53Q: 3 clusters Score -658280.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -658282.562500 Penalty: 2852.605469
	Iteration 54Q: 3 clusters Score -658282.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -658284.500000 Penalty: 2852.605469
	Iteration 55Q: 3 clusters Score -658284.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -658286.625000 Penalty: 2852.605469
	Iteration 56Q: 3 clusters Score -658286.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -658288.875000 Penalty: 2852.605469
	Iteration 57Q: 3 clusters Score -658288.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -658289.062500 Penalty: 2852.605469
	Iteration 58Q: 3 clusters Score -658289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -658290.125000 Penalty: 2852.605469
	Iteration 59Q: 3 clusters Score -658290.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -658291.125000 Penalty: 2852.605469
	Iteration 60F: 3 clusters Score -658291.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -658291.250000 Penalty: 2852.605469
	Iteration 61Q: 3 clusters Score -658291.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -658291.687500 Penalty: 2852.605469
	Iteration 62Q: 3 clusters Score -658291.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -658292.250000 Penalty: 2852.605469
	Iteration 63Q: 3 clusters Score -658292.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -658295.500000 Penalty: 2852.605469
	Iteration 64Q: 3 clusters Score -658295.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -658295.875000 Penalty: 2852.605469
	Iteration 65Q: 3 clusters Score -658295.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -658295.687500 Penalty: 2852.605469
	Iteration 66Q: 3 clusters Score -658295.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -658294.687500 Penalty: 2852.605469
	Iteration 67Q: 3 clusters Score -658294.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -658296.125000 Penalty: 2852.605469
	Iteration 68Q: 3 clusters Score -658296.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -658297.500000 Penalty: 2852.605469
	Iteration 69Q: 3 clusters Score -658297.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -658298.062500 Penalty: 2852.605469
	Iteration 70Q: 3 clusters Score -658298.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -658299.500000 Penalty: 2852.605469
	Iteration 71Q: 3 clusters Score -658299.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -658300.687500 Penalty: 2852.605469
	Iteration 72Q: 3 clusters Score -658300.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -658303.937500 Penalty: 2852.605469
	Iteration 73Q: 3 clusters Score -658303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -658306.562500 Penalty: 2852.605469
	Iteration 74Q: 3 clusters Score -658306.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -658308.500000 Penalty: 2852.605469
	Iteration 75Q: 3 clusters Score -658308.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -658308.625000 Penalty: 2852.605469
	Iteration 76Q: 3 clusters Score -658308.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -658309.062500 Penalty: 2852.605469
	Iteration 77Q: 3 clusters Score -658309.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -658309.062500 Penalty: 2852.605469
	Iteration 78F: 3 clusters Score -658309.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Entering Unmasked Estep 
Score: -308967.187500 Penalty: 1317.944336
	Iteration 0F: 2 clusters Score -308967.2 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 1701 members 
Entering Unmasked Estep 
Score: -306165.343750 Penalty: 2635.888672
	Iteration 0F: 3 clusters Score -306165.3 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -307086.812500 Penalty: 2635.888672
	Iteration 1F: 3 clusters Score -307086.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -307546.343750 Penalty: 2635.888672
	Iteration 2F: 3 clusters Score -307546.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -307949.781250 Penalty: 2635.888672
	Iteration 3F: 3 clusters Score -307949.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -308254.562500 Penalty: 2635.888672
	Iteration 4F: 3 clusters Score -308254.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -308473.125000 Penalty: 2635.888672
	Iteration 5F: 3 clusters Score -308473.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -308589.812500 Penalty: 2635.888672
	Iteration 6Q: 3 clusters Score -308589.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -308649.843750 Penalty: 2635.888672
	Iteration 7Q: 3 clusters Score -308649.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -308682.468750 Penalty: 2635.888672
	Iteration 8Q: 3 clusters Score -308682.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -308695.906250 Penalty: 2635.888672
	Iteration 9Q: 3 clusters Score -308695.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -308703.937500 Penalty: 2635.888672
	Iteration 10Q: 3 clusters Score -308703.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -308710.593750 Penalty: 2635.888672
	Iteration 11Q: 3 clusters Score -308710.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -308714.875000 Penalty: 2635.888672
	Iteration 12Q: 3 clusters Score -308714.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -308720.531250 Penalty: 2635.888672
	Iteration 13Q: 3 clusters Score -308720.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -308725.375000 Penalty: 2635.888672
	Iteration 14Q: 3 clusters Score -308725.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -308729.906250 Penalty: 2635.888672
	Iteration 15Q: 3 clusters Score -308729.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -308732.937500 Penalty: 2635.888672
	Iteration 16Q: 3 clusters Score -308732.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -308734.093750 Penalty: 2635.888672
	Iteration 17Q: 3 clusters Score -308734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -308734.625000 Penalty: 2635.888672
	Iteration 18Q: 3 clusters Score -308734.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -308735.343750 Penalty: 2635.888672
	Iteration 19Q: 3 clusters Score -308735.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -308735.843750 Penalty: 2635.888672
	Iteration 20F: 3 clusters Score -308735.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (155500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155500 members 
Entering Unmasked Estep 
Score: -15810954.000000 Penalty: 1942.590210
	Iteration 0F: 2 clusters Score -1.581095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77625 members 
Mstep: Class 2 contains 77875 members 
Entering Unmasked Estep 
Score: -15707823.000000 Penalty: 3885.180420
	Iteration 0F: 3 clusters Score -1.570782e+07 nChanged 74924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74811 members 
Mstep: Class 2 contains 80689 members 
Entering Unmasked Estep 
Score: -15751910.000000 Penalty: 3885.180420
	Iteration 1F: 3 clusters Score -1.575191e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 82670 members 
Entering Unmasked Estep 
Score: -15753096.000000 Penalty: 3885.180420
	Iteration 2Q: 3 clusters Score -1.57531e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69698 members 
Mstep: Class 2 contains 85802 members 
Entering Unmasked Estep 
Score: -15754512.000000 Penalty: 3885.180420
	Iteration 3Q: 3 clusters Score -1.575451e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64875 members 
Mstep: Class 2 contains 90625 members 
Entering Unmasked Estep 
Score: -15756924.000000 Penalty: 3885.180420
	Iteration 4Q: 3 clusters Score -1.575692e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57722 members 
Mstep: Class 2 contains 97778 members 
Entering Unmasked Estep 
Score: -15761211.000000 Penalty: 3885.180420
	Iteration 5F: 3 clusters Score -1.576121e+07 nChanged 10802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 107618 members 
Entering Unmasked Estep 
Score: -15768790.000000 Penalty: 3885.180420
	Iteration 6F: 3 clusters Score -1.576879e+07 nChanged 12619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 119509 members 
Entering Unmasked Estep 
Score: -15779615.000000 Penalty: 3885.180420
	Iteration 7F: 3 clusters Score -1.577962e+07 nChanged 11940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 130971 members 
Entering Unmasked Estep 
Score: -15790491.000000 Penalty: 3885.180420
	Iteration 8F: 3 clusters Score -1.579049e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 139569 members 
Entering Unmasked Estep 
Score: -15798629.000000 Penalty: 3885.180420
	Iteration 9F: 3 clusters Score -1.579863e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 145090 members 
Entering Unmasked Estep 
Score: -15803637.000000 Penalty: 3885.180420
	Iteration 10Q: 3 clusters Score -1.580364e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 148258 members 
Entering Unmasked Estep 
Score: -15806244.000000 Penalty: 3885.180420
	Iteration 11Q: 3 clusters Score -1.580624e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 150065 members 
Entering Unmasked Estep 
Score: -15807540.000000 Penalty: 3885.180420
	Iteration 12Q: 3 clusters Score -1.580754e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 151201 members 
Entering Unmasked Estep 
Score: -15808279.000000 Penalty: 3885.180420
	Iteration 13Q: 3 clusters Score -1.580828e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 151954 members 
Entering Unmasked Estep 
Score: -15808602.000000 Penalty: 3885.180420
	Iteration 14Q: 3 clusters Score -1.58086e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 152500 members 
Entering Unmasked Estep 
Score: -15808849.000000 Penalty: 3885.180420
	Iteration 15Q: 3 clusters Score -1.580885e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 152891 members 
Entering Unmasked Estep 
Score: -15809064.000000 Penalty: 3885.180420
	Iteration 16Q: 3 clusters Score -1.580906e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 153196 members 
Entering Unmasked Estep 
Score: -15809158.000000 Penalty: 3885.180420
	Iteration 17Q: 3 clusters Score -1.580916e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 153416 members 
Entering Unmasked Estep 
Score: -15809224.000000 Penalty: 3885.180420
	Iteration 18Q: 3 clusters Score -1.580922e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 153598 members 
Entering Unmasked Estep 
Score: -15809276.000000 Penalty: 3885.180420
	Iteration 19Q: 3 clusters Score -1.580928e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 153733 members 
Entering Unmasked Estep 
Score: -15809326.000000 Penalty: 3885.180420
	Iteration 20F: 3 clusters Score -1.580933e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 153840 members 
Entering Unmasked Estep 
Score: -15809378.000000 Penalty: 3885.180420
	Iteration 21Q: 3 clusters Score -1.580938e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 153924 members 
Entering Unmasked Estep 
Score: -15809379.000000 Penalty: 3885.180420
	Iteration 22Q: 3 clusters Score -1.580938e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 153980 members 
Entering Unmasked Estep 
Score: -15809416.000000 Penalty: 3885.180420
	Iteration 23Q: 3 clusters Score -1.580942e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 154013 members 
Entering Unmasked Estep 
Score: -15809409.000000 Penalty: 3885.180420
	Iteration 24Q: 3 clusters Score -1.580941e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 154045 members 
Entering Unmasked Estep 
Score: -15809430.000000 Penalty: 3885.180420
	Iteration 25Q: 3 clusters Score -1.580943e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 154064 members 
Entering Unmasked Estep 
Score: -15809443.000000 Penalty: 3885.180420
	Iteration 26Q: 3 clusters Score -1.580944e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 154090 members 
Entering Unmasked Estep 
Score: -15809444.000000 Penalty: 3885.180420
	Iteration 27Q: 3 clusters Score -1.580944e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 154110 members 
Entering Unmasked Estep 
Score: -15809455.000000 Penalty: 3885.180420
	Iteration 28Q: 3 clusters Score -1.580946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 154122 members 
Entering Unmasked Estep 
Score: -15809453.000000 Penalty: 3885.180420
	Iteration 29Q: 3 clusters Score -1.580945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 154136 members 
Entering Unmasked Estep 
Score: -15809448.000000 Penalty: 3885.180420
	Iteration 30Q: 3 clusters Score -1.580945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 154147 members 
Entering Unmasked Estep 
Score: -15809453.000000 Penalty: 3885.180420
	Iteration 31Q: 3 clusters Score -1.580945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 154153 members 
Entering Unmasked Estep 
Score: -15809440.000000 Penalty: 3885.180420
	Iteration 32Q: 3 clusters Score -1.580944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 154163 members 
Entering Unmasked Estep 
Score: -15809440.000000 Penalty: 3885.180420
	Iteration 33Q: 3 clusters Score -1.580944e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 154176 members 
Entering Unmasked Estep 
Score: -15809441.000000 Penalty: 3885.180420
	Iteration 34Q: 3 clusters Score -1.580944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 154186 members 
Entering Unmasked Estep 
Score: -15809433.000000 Penalty: 3885.180420
	Iteration 35Q: 3 clusters Score -1.580943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 154198 members 
Entering Unmasked Estep 
Score: -15809433.000000 Penalty: 3885.180420
	Iteration 36Q: 3 clusters Score -1.580943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 154207 members 
Entering Unmasked Estep 
Score: -15809444.000000 Penalty: 3885.180420
	Iteration 37Q: 3 clusters Score -1.580944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 154209 members 
Entering Unmasked Estep 
Score: -15809453.000000 Penalty: 3885.180420
	Iteration 38Q: 3 clusters Score -1.580945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 154212 members 
Entering Unmasked Estep 
Score: -15809451.000000 Penalty: 3885.180420
	Iteration 39Q: 3 clusters Score -1.580945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 154214 members 
Entering Unmasked Estep 
Score: -15809449.000000 Penalty: 3885.180420
	Iteration 40F: 3 clusters Score -1.580945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 154216 members 
Entering Unmasked Estep 
Score: -15809452.000000 Penalty: 3885.180420
	Iteration 41Q: 3 clusters Score -1.580945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 154219 members 
Entering Unmasked Estep 
Score: -15809448.000000 Penalty: 3885.180420
	Iteration 42Q: 3 clusters Score -1.580945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 154226 members 
Entering Unmasked Estep 
Score: -15809444.000000 Penalty: 3885.180420
	Iteration 43Q: 3 clusters Score -1.580944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 154234 members 
Entering Unmasked Estep 
Score: -15809444.000000 Penalty: 3885.180420
	Iteration 44Q: 3 clusters Score -1.580944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 154240 members 
Entering Unmasked Estep 
Score: -15809453.000000 Penalty: 3885.180420
	Iteration 45Q: 3 clusters Score -1.580945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 154246 members 
Entering Unmasked Estep 
Score: -15809445.000000 Penalty: 3885.180420
	Iteration 46Q: 3 clusters Score -1.580944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 154251 members 
Entering Unmasked Estep 
Score: -15809457.000000 Penalty: 3885.180420
	Iteration 47Q: 3 clusters Score -1.580946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 154253 members 
Entering Unmasked Estep 
Score: -15809446.000000 Penalty: 3885.180420
	Iteration 48Q: 3 clusters Score -1.580945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 154254 members 
Entering Unmasked Estep 
Score: -15809446.000000 Penalty: 3885.180420
	Iteration 49Q: 3 clusters Score -1.580945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 154255 members 
Entering Unmasked Estep 
Score: -15809449.000000 Penalty: 3885.180420
	Iteration 50Q: 3 clusters Score -1.580945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 154256 members 
Entering Unmasked Estep 
Score: -15809451.000000 Penalty: 3885.180420
	Iteration 51Q: 3 clusters Score -1.580945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 154256 members 
Entering Unmasked Estep 
Score: -15809451.000000 Penalty: 3885.180420
	Iteration 52F: 3 clusters Score -1.580945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Entering Unmasked Estep 
Score: -306767.406250 Penalty: 1300.274658
	Iteration 0F: 2 clusters Score -306767.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -304048.968750 Penalty: 2600.549316
	Iteration 0F: 3 clusters Score -304049 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -304688.031250 Penalty: 2600.549316
	Iteration 1F: 3 clusters Score -304688 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -304853.937500 Penalty: 2600.549316
	Iteration 2F: 3 clusters Score -304853.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -304985.625000 Penalty: 2600.549316
	Iteration 3F: 3 clusters Score -304985.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -305125.750000 Penalty: 2600.549316
	Iteration 4F: 3 clusters Score -305125.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -305257.218750 Penalty: 2600.549316
	Iteration 5F: 3 clusters Score -305257.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -305431.843750 Penalty: 2600.549316
	Iteration 6F: 3 clusters Score -305431.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -305625.937500 Penalty: 2600.549316
	Iteration 7F: 3 clusters Score -305625.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -305792.187500 Penalty: 2600.549316
	Iteration 8Q: 3 clusters Score -305792.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -305919.687500 Penalty: 2600.549316
	Iteration 9Q: 3 clusters Score -305919.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -305995.156250 Penalty: 2600.549316
	Iteration 10Q: 3 clusters Score -305995.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -306044.968750 Penalty: 2600.549316
	Iteration 11Q: 3 clusters Score -306045 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -306071.437500 Penalty: 2600.549316
	Iteration 12Q: 3 clusters Score -306071.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -306094.406250 Penalty: 2600.549316
	Iteration 13Q: 3 clusters Score -306094.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -306112.781250 Penalty: 2600.549316
	Iteration 14Q: 3 clusters Score -306112.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -306120.812500 Penalty: 2600.549316
	Iteration 15Q: 3 clusters Score -306120.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -306126.343750 Penalty: 2600.549316
	Iteration 16Q: 3 clusters Score -306126.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -306129.562500 Penalty: 2600.549316
	Iteration 17Q: 3 clusters Score -306129.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -306133.531250 Penalty: 2600.549316
	Iteration 18Q: 3 clusters Score -306133.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -306137.375000 Penalty: 2600.549316
	Iteration 19Q: 3 clusters Score -306137.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -306137.875000 Penalty: 2600.549316
	Iteration 20F: 3 clusters Score -306137.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -306140.843750 Penalty: 2600.549316
	Iteration 21Q: 3 clusters Score -306140.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -306143.531250 Penalty: 2600.549316
	Iteration 22Q: 3 clusters Score -306143.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -306144.500000 Penalty: 2600.549316
	Iteration 23Q: 3 clusters Score -306144.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -306146.125000 Penalty: 2600.549316
	Iteration 24Q: 3 clusters Score -306146.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -306148.250000 Penalty: 2600.549316
	Iteration 25Q: 3 clusters Score -306148.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -306151.062500 Penalty: 2600.549316
	Iteration 26Q: 3 clusters Score -306151.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -306152.468750 Penalty: 2600.549316
	Iteration 27Q: 3 clusters Score -306152.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -306153.093750 Penalty: 2600.549316
	Iteration 28Q: 3 clusters Score -306153.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -306154.343750 Penalty: 2600.549316
	Iteration 29Q: 3 clusters Score -306154.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -306154.875000 Penalty: 2600.549316
	Iteration 30Q: 3 clusters Score -306154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -306156.156250 Penalty: 2600.549316
	Iteration 31Q: 3 clusters Score -306156.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -306156.218750 Penalty: 2600.549316
	Iteration 32Q: 3 clusters Score -306156.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -306157.125000 Penalty: 2600.549316
	Iteration 33Q: 3 clusters Score -306157.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -306157.125000 Penalty: 2600.549316
	Iteration 34F: 3 clusters Score -306157.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (164202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164202 members 
Entering Unmasked Estep 
Score: -16537490.000000 Penalty: 1951.438599
	Iteration 0F: 2 clusters Score -1.653749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82448 members 
Mstep: Class 2 contains 81754 members 
Entering Unmasked Estep 
Score: -16430695.000000 Penalty: 3902.877197
	Iteration 0F: 3 clusters Score -1.64307e+07 nChanged 79627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89505 members 
Mstep: Class 2 contains 74697 members 
Entering Unmasked Estep 
Score: -16478568.000000 Penalty: 3902.877197
	Iteration 1F: 3 clusters Score -1.647857e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93893 members 
Mstep: Class 2 contains 70309 members 
Entering Unmasked Estep 
Score: -16480920.000000 Penalty: 3902.877197
	Iteration 2Q: 3 clusters Score -1.648092e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100309 members 
Mstep: Class 2 contains 63893 members 
Entering Unmasked Estep 
Score: -16485630.000000 Penalty: 3902.877197
	Iteration 3F: 3 clusters Score -1.648563e+07 nChanged 11842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108765 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -16493623.000000 Penalty: 3902.877197
	Iteration 4F: 3 clusters Score -1.649362e+07 nChanged 13272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117399 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -16505287.000000 Penalty: 3902.877197
	Iteration 5F: 3 clusters Score -1.650529e+07 nChanged 12164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122957 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -16516905.000000 Penalty: 3902.877197
	Iteration 6F: 3 clusters Score -1.65169e+07 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124345 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -16523046.000000 Penalty: 3902.877197
	Iteration 7F: 3 clusters Score -1.652305e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124069 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -16525557.000000 Penalty: 3902.877197
	Iteration 8Q: 3 clusters Score -1.652556e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123325 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -16527209.000000 Penalty: 3902.877197
	Iteration 9Q: 3 clusters Score -1.652721e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122249 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -16528595.000000 Penalty: 3902.877197
	Iteration 10Q: 3 clusters Score -1.65286e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121076 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -16529551.000000 Penalty: 3902.877197
	Iteration 11Q: 3 clusters Score -1.652955e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119828 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -16530431.000000 Penalty: 3902.877197
	Iteration 12Q: 3 clusters Score -1.653043e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118551 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -16531004.000000 Penalty: 3902.877197
	Iteration 13Q: 3 clusters Score -1.6531e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117260 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -16531249.000000 Penalty: 3902.877197
	Iteration 14Q: 3 clusters Score -1.653125e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116042 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -16531334.000000 Penalty: 3902.877197
	Iteration 15Q: 3 clusters Score -1.653133e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114864 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -16531374.000000 Penalty: 3902.877197
	Iteration 16Q: 3 clusters Score -1.653137e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113694 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -16531373.000000 Penalty: 3902.877197
	Iteration 17Q: 3 clusters Score -1.653137e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112557 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -16531231.000000 Penalty: 3902.877197
	Iteration 18Q: 3 clusters Score -1.653123e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111452 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -16531166.000000 Penalty: 3902.877197
	Iteration 19Q: 3 clusters Score -1.653117e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110370 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -16531117.000000 Penalty: 3902.877197
	Iteration 20F: 3 clusters Score -1.653112e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109238 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -16530989.000000 Penalty: 3902.877197
	Iteration 21Q: 3 clusters Score -1.653099e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108124 members 
Mstep: Class 2 contains 56078 members 
Entering Unmasked Estep 
Score: -16530954.000000 Penalty: 3902.877197
	Iteration 22Q: 3 clusters Score -1.653095e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107005 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -16530897.000000 Penalty: 3902.877197
	Iteration 23Q: 3 clusters Score -1.65309e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105870 members 
Mstep: Class 2 contains 58332 members 
Entering Unmasked Estep 
Score: -16530804.000000 Penalty: 3902.877197
	Iteration 24Q: 3 clusters Score -1.65308e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104776 members 
Mstep: Class 2 contains 59426 members 
Entering Unmasked Estep 
Score: -16530723.000000 Penalty: 3902.877197
	Iteration 25Q: 3 clusters Score -1.653072e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103672 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -16530609.000000 Penalty: 3902.877197
	Iteration 26Q: 3 clusters Score -1.653061e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102600 members 
Mstep: Class 2 contains 61602 members 
Entering Unmasked Estep 
Score: -16530416.000000 Penalty: 3902.877197
	Iteration 27Q: 3 clusters Score -1.653042e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101560 members 
Mstep: Class 2 contains 62642 members 
Entering Unmasked Estep 
Score: -16530303.000000 Penalty: 3902.877197
	Iteration 28Q: 3 clusters Score -1.65303e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100560 members 
Mstep: Class 2 contains 63642 members 
Entering Unmasked Estep 
Score: -16530147.000000 Penalty: 3902.877197
	Iteration 29Q: 3 clusters Score -1.653015e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99562 members 
Mstep: Class 2 contains 64640 members 
Entering Unmasked Estep 
Score: -16530077.000000 Penalty: 3902.877197
	Iteration 30Q: 3 clusters Score -1.653008e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98570 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -16529991.000000 Penalty: 3902.877197
	Iteration 31Q: 3 clusters Score -1.652999e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97571 members 
Mstep: Class 2 contains 66631 members 
Entering Unmasked Estep 
Score: -16529980.000000 Penalty: 3902.877197
	Iteration 32Q: 3 clusters Score -1.652998e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96621 members 
Mstep: Class 2 contains 67581 members 
Entering Unmasked Estep 
Score: -16529854.000000 Penalty: 3902.877197
	Iteration 33Q: 3 clusters Score -1.652985e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95674 members 
Mstep: Class 2 contains 68528 members 
Entering Unmasked Estep 
Score: -16529720.000000 Penalty: 3902.877197
	Iteration 34Q: 3 clusters Score -1.652972e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94747 members 
Mstep: Class 2 contains 69455 members 
Entering Unmasked Estep 
Score: -16529629.000000 Penalty: 3902.877197
	Iteration 35Q: 3 clusters Score -1.652963e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93833 members 
Mstep: Class 2 contains 70369 members 
Entering Unmasked Estep 
Score: -16529536.000000 Penalty: 3902.877197
	Iteration 36Q: 3 clusters Score -1.652954e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92965 members 
Mstep: Class 2 contains 71237 members 
Entering Unmasked Estep 
Score: -16529513.000000 Penalty: 3902.877197
	Iteration 37Q: 3 clusters Score -1.652951e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92113 members 
Mstep: Class 2 contains 72089 members 
Entering Unmasked Estep 
Score: -16529519.000000 Penalty: 3902.877197
	Iteration 38Q: 3 clusters Score -1.652952e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91311 members 
Mstep: Class 2 contains 72891 members 
Entering Unmasked Estep 
Score: -16529478.000000 Penalty: 3902.877197
	Iteration 39Q: 3 clusters Score -1.652948e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90567 members 
Mstep: Class 2 contains 73635 members 
Entering Unmasked Estep 
Score: -16529537.000000 Penalty: 3902.877197
	Iteration 40F: 3 clusters Score -1.652954e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89853 members 
Mstep: Class 2 contains 74349 members 
Entering Unmasked Estep 
Score: -16529433.000000 Penalty: 3902.877197
	Iteration 41Q: 3 clusters Score -1.652943e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89252 members 
Mstep: Class 2 contains 74950 members 
Entering Unmasked Estep 
Score: -16529422.000000 Penalty: 3902.877197
	Iteration 42Q: 3 clusters Score -1.652942e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88769 members 
Mstep: Class 2 contains 75433 members 
Entering Unmasked Estep 
Score: -16529349.000000 Penalty: 3902.877197
	Iteration 43Q: 3 clusters Score -1.652935e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88286 members 
Mstep: Class 2 contains 75916 members 
Entering Unmasked Estep 
Score: -16529294.000000 Penalty: 3902.877197
	Iteration 44Q: 3 clusters Score -1.652929e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87836 members 
Mstep: Class 2 contains 76366 members 
Entering Unmasked Estep 
Score: -16529250.000000 Penalty: 3902.877197
	Iteration 45Q: 3 clusters Score -1.652925e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87430 members 
Mstep: Class 2 contains 76772 members 
Entering Unmasked Estep 
Score: -16529231.000000 Penalty: 3902.877197
	Iteration 46Q: 3 clusters Score -1.652923e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87075 members 
Mstep: Class 2 contains 77127 members 
Entering Unmasked Estep 
Score: -16529224.000000 Penalty: 3902.877197
	Iteration 47Q: 3 clusters Score -1.652922e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86765 members 
Mstep: Class 2 contains 77437 members 
Entering Unmasked Estep 
Score: -16529222.000000 Penalty: 3902.877197
	Iteration 48Q: 3 clusters Score -1.652922e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86533 members 
Mstep: Class 2 contains 77669 members 
Entering Unmasked Estep 
Score: -16529198.000000 Penalty: 3902.877197
	Iteration 49Q: 3 clusters Score -1.65292e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86334 members 
Mstep: Class 2 contains 77868 members 
Entering Unmasked Estep 
Score: -16529189.000000 Penalty: 3902.877197
	Iteration 50Q: 3 clusters Score -1.652919e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 78042 members 
Entering Unmasked Estep 
Score: -16529141.000000 Penalty: 3902.877197
	Iteration 51Q: 3 clusters Score -1.652914e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85993 members 
Mstep: Class 2 contains 78209 members 
Entering Unmasked Estep 
Score: -16529137.000000 Penalty: 3902.877197
	Iteration 52Q: 3 clusters Score -1.652914e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85843 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
Score: -16529120.000000 Penalty: 3902.877197
	Iteration 53Q: 3 clusters Score -1.652912e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85704 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
Score: -16529093.000000 Penalty: 3902.877197
	Iteration 54Q: 3 clusters Score -1.652909e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85580 members 
Mstep: Class 2 contains 78622 members 
Entering Unmasked Estep 
Score: -16529098.000000 Penalty: 3902.877197
	Iteration 55Q: 3 clusters Score -1.65291e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85471 members 
Mstep: Class 2 contains 78731 members 
Entering Unmasked Estep 
Score: -16529087.000000 Penalty: 3902.877197
	Iteration 56Q: 3 clusters Score -1.652909e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85385 members 
Mstep: Class 2 contains 78817 members 
Entering Unmasked Estep 
Score: -16529093.000000 Penalty: 3902.877197
	Iteration 57Q: 3 clusters Score -1.652909e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85307 members 
Mstep: Class 2 contains 78895 members 
Entering Unmasked Estep 
Score: -16529094.000000 Penalty: 3902.877197
	Iteration 58Q: 3 clusters Score -1.652909e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85228 members 
Mstep: Class 2 contains 78974 members 
Entering Unmasked Estep 
Score: -16529076.000000 Penalty: 3902.877197
	Iteration 59Q: 3 clusters Score -1.652908e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85137 members 
Mstep: Class 2 contains 79065 members 
Entering Unmasked Estep 
Score: -16529089.000000 Penalty: 3902.877197
	Iteration 60F: 3 clusters Score -1.652909e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85042 members 
Mstep: Class 2 contains 79160 members 
Entering Unmasked Estep 
Score: -16529067.000000 Penalty: 3902.877197
	Iteration 61Q: 3 clusters Score -1.652907e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84919 members 
Mstep: Class 2 contains 79283 members 
Entering Unmasked Estep 
Score: -16529068.000000 Penalty: 3902.877197
	Iteration 62Q: 3 clusters Score -1.652907e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84833 members 
Mstep: Class 2 contains 79369 members 
Entering Unmasked Estep 
Score: -16529056.000000 Penalty: 3902.877197
	Iteration 63Q: 3 clusters Score -1.652906e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84753 members 
Mstep: Class 2 contains 79449 members 
Entering Unmasked Estep 
Score: -16529025.000000 Penalty: 3902.877197
	Iteration 64Q: 3 clusters Score -1.652902e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84681 members 
Mstep: Class 2 contains 79521 members 
Entering Unmasked Estep 
Score: -16529008.000000 Penalty: 3902.877197
	Iteration 65Q: 3 clusters Score -1.652901e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84615 members 
Mstep: Class 2 contains 79587 members 
Entering Unmasked Estep 
Score: -16528986.000000 Penalty: 3902.877197
	Iteration 66Q: 3 clusters Score -1.652899e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84532 members 
Mstep: Class 2 contains 79670 members 
Entering Unmasked Estep 
Score: -16528974.000000 Penalty: 3902.877197
	Iteration 67Q: 3 clusters Score -1.652897e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84459 members 
Mstep: Class 2 contains 79743 members 
Entering Unmasked Estep 
Score: -16528980.000000 Penalty: 3902.877197
	Iteration 68Q: 3 clusters Score -1.652898e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84400 members 
Mstep: Class 2 contains 79802 members 
Entering Unmasked Estep 
Score: -16528968.000000 Penalty: 3902.877197
	Iteration 69Q: 3 clusters Score -1.652897e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84343 members 
Mstep: Class 2 contains 79859 members 
Entering Unmasked Estep 
Score: -16528968.000000 Penalty: 3902.877197
	Iteration 70Q: 3 clusters Score -1.652897e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84281 members 
Mstep: Class 2 contains 79921 members 
Entering Unmasked Estep 
Score: -16528971.000000 Penalty: 3902.877197
	Iteration 71Q: 3 clusters Score -1.652897e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84225 members 
Mstep: Class 2 contains 79977 members 
Entering Unmasked Estep 
Score: -16528967.000000 Penalty: 3902.877197
	Iteration 72Q: 3 clusters Score -1.652897e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84180 members 
Mstep: Class 2 contains 80022 members 
Entering Unmasked Estep 
Score: -16528976.000000 Penalty: 3902.877197
	Iteration 73Q: 3 clusters Score -1.652898e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 80069 members 
Entering Unmasked Estep 
Score: -16528974.000000 Penalty: 3902.877197
	Iteration 74Q: 3 clusters Score -1.652897e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84082 members 
Mstep: Class 2 contains 80120 members 
Entering Unmasked Estep 
Score: -16528992.000000 Penalty: 3902.877197
	Iteration 75Q: 3 clusters Score -1.652899e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84043 members 
Mstep: Class 2 contains 80159 members 
Entering Unmasked Estep 
Score: -16528962.000000 Penalty: 3902.877197
	Iteration 76Q: 3 clusters Score -1.652896e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84001 members 
Mstep: Class 2 contains 80201 members 
Entering Unmasked Estep 
Score: -16528966.000000 Penalty: 3902.877197
	Iteration 77Q: 3 clusters Score -1.652897e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 80241 members 
Entering Unmasked Estep 
Score: -16528982.000000 Penalty: 3902.877197
	Iteration 78Q: 3 clusters Score -1.652898e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83922 members 
Mstep: Class 2 contains 80280 members 
Entering Unmasked Estep 
Score: -16528950.000000 Penalty: 3902.877197
	Iteration 79Q: 3 clusters Score -1.652895e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83891 members 
Mstep: Class 2 contains 80311 members 
Entering Unmasked Estep 
Score: -16528952.000000 Penalty: 3902.877197
	Iteration 80F: 3 clusters Score -1.652895e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83859 members 
Mstep: Class 2 contains 80343 members 
Entering Unmasked Estep 
Score: -16528960.000000 Penalty: 3902.877197
	Iteration 81Q: 3 clusters Score -1.652896e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83825 members 
Mstep: Class 2 contains 80377 members 
Entering Unmasked Estep 
Score: -16528968.000000 Penalty: 3902.877197
	Iteration 82Q: 3 clusters Score -1.652897e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83793 members 
Mstep: Class 2 contains 80409 members 
Entering Unmasked Estep 
Score: -16528951.000000 Penalty: 3902.877197
	Iteration 83Q: 3 clusters Score -1.652895e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83766 members 
Mstep: Class 2 contains 80436 members 
Entering Unmasked Estep 
Score: -16528949.000000 Penalty: 3902.877197
	Iteration 84Q: 3 clusters Score -1.652895e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83736 members 
Mstep: Class 2 contains 80466 members 
Entering Unmasked Estep 
Score: -16528960.000000 Penalty: 3902.877197
	Iteration 85Q: 3 clusters Score -1.652896e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83711 members 
Mstep: Class 2 contains 80491 members 
Entering Unmasked Estep 
Score: -16528974.000000 Penalty: 3902.877197
	Iteration 86Q: 3 clusters Score -1.652897e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83679 members 
Mstep: Class 2 contains 80523 members 
Entering Unmasked Estep 
Score: -16528969.000000 Penalty: 3902.877197
	Iteration 87Q: 3 clusters Score -1.652897e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83645 members 
Mstep: Class 2 contains 80557 members 
Entering Unmasked Estep 
Score: -16528978.000000 Penalty: 3902.877197
	Iteration 88Q: 3 clusters Score -1.652898e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83613 members 
Mstep: Class 2 contains 80589 members 
Entering Unmasked Estep 
Score: -16528987.000000 Penalty: 3902.877197
	Iteration 89Q: 3 clusters Score -1.652899e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83582 members 
Mstep: Class 2 contains 80620 members 
Entering Unmasked Estep 
Score: -16528980.000000 Penalty: 3902.877197
	Iteration 90Q: 3 clusters Score -1.652898e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83555 members 
Mstep: Class 2 contains 80647 members 
Entering Unmasked Estep 
Score: -16528964.000000 Penalty: 3902.877197
	Iteration 91Q: 3 clusters Score -1.652896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83533 members 
Mstep: Class 2 contains 80669 members 
Entering Unmasked Estep 
Score: -16528942.000000 Penalty: 3902.877197
	Iteration 92Q: 3 clusters Score -1.652894e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83520 members 
Mstep: Class 2 contains 80682 members 
Entering Unmasked Estep 
Score: -16528933.000000 Penalty: 3902.877197
	Iteration 93Q: 3 clusters Score -1.652893e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83509 members 
Mstep: Class 2 contains 80693 members 
Entering Unmasked Estep 
Score: -16528942.000000 Penalty: 3902.877197
	Iteration 94Q: 3 clusters Score -1.652894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83499 members 
Mstep: Class 2 contains 80703 members 
Entering Unmasked Estep 
Score: -16528950.000000 Penalty: 3902.877197
	Iteration 95Q: 3 clusters Score -1.652895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83489 members 
Mstep: Class 2 contains 80713 members 
Entering Unmasked Estep 
Score: -16528943.000000 Penalty: 3902.877197
	Iteration 96Q: 3 clusters Score -1.652894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83473 members 
Mstep: Class 2 contains 80729 members 
Entering Unmasked Estep 
Score: -16528939.000000 Penalty: 3902.877197
	Iteration 97Q: 3 clusters Score -1.652894e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83447 members 
Mstep: Class 2 contains 80755 members 
Entering Unmasked Estep 
Score: -16528938.000000 Penalty: 3902.877197
	Iteration 98Q: 3 clusters Score -1.652894e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83423 members 
Mstep: Class 2 contains 80779 members 
Entering Unmasked Estep 
Score: -16528960.000000 Penalty: 3902.877197
	Iteration 99Q: 3 clusters Score -1.652896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83399 members 
Mstep: Class 2 contains 80803 members 
Entering Unmasked Estep 
Score: -16528962.000000 Penalty: 3902.877197
	Iteration 100F: 3 clusters Score -1.652896e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83377 members 
Mstep: Class 2 contains 80825 members 
Entering Unmasked Estep 
Score: -16528959.000000 Penalty: 3902.877197
	Iteration 101Q: 3 clusters Score -1.652896e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83358 members 
Mstep: Class 2 contains 80844 members 
Entering Unmasked Estep 
Score: -16528953.000000 Penalty: 3902.877197
	Iteration 102Q: 3 clusters Score -1.652895e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83342 members 
Mstep: Class 2 contains 80860 members 
Entering Unmasked Estep 
Score: -16528951.000000 Penalty: 3902.877197
	Iteration 103Q: 3 clusters Score -1.652895e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83322 members 
Mstep: Class 2 contains 80880 members 
Entering Unmasked Estep 
Score: -16528953.000000 Penalty: 3902.877197
	Iteration 104Q: 3 clusters Score -1.652895e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83300 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -16528949.000000 Penalty: 3902.877197
	Iteration 105Q: 3 clusters Score -1.652895e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83272 members 
Mstep: Class 2 contains 80930 members 
Entering Unmasked Estep 
Score: -16528939.000000 Penalty: 3902.877197
	Iteration 106Q: 3 clusters Score -1.652894e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83242 members 
Mstep: Class 2 contains 80960 members 
Entering Unmasked Estep 
Score: -16528917.000000 Penalty: 3902.877197
	Iteration 107Q: 3 clusters Score -1.652892e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83225 members 
Mstep: Class 2 contains 80977 members 
Entering Unmasked Estep 
Score: -16528921.000000 Penalty: 3902.877197
	Iteration 108Q: 3 clusters Score -1.652892e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83208 members 
Mstep: Class 2 contains 80994 members 
Entering Unmasked Estep 
Score: -16528923.000000 Penalty: 3902.877197
	Iteration 109Q: 3 clusters Score -1.652892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83194 members 
Mstep: Class 2 contains 81008 members 
Entering Unmasked Estep 
Score: -16528923.000000 Penalty: 3902.877197
	Iteration 110Q: 3 clusters Score -1.652892e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 81021 members 
Entering Unmasked Estep 
Score: -16528916.000000 Penalty: 3902.877197
	Iteration 111Q: 3 clusters Score -1.652892e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83168 members 
Mstep: Class 2 contains 81034 members 
Entering Unmasked Estep 
Score: -16528921.000000 Penalty: 3902.877197
	Iteration 112Q: 3 clusters Score -1.652892e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83156 members 
Mstep: Class 2 contains 81046 members 
Entering Unmasked Estep 
Score: -16528921.000000 Penalty: 3902.877197
	Iteration 113Q: 3 clusters Score -1.652892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83147 members 
Mstep: Class 2 contains 81055 members 
Entering Unmasked Estep 
Score: -16528913.000000 Penalty: 3902.877197
	Iteration 114Q: 3 clusters Score -1.652891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83139 members 
Mstep: Class 2 contains 81063 members 
Entering Unmasked Estep 
Score: -16528923.000000 Penalty: 3902.877197
	Iteration 115Q: 3 clusters Score -1.652892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83131 members 
Mstep: Class 2 contains 81071 members 
Entering Unmasked Estep 
Score: -16528928.000000 Penalty: 3902.877197
	Iteration 116Q: 3 clusters Score -1.652893e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83112 members 
Mstep: Class 2 contains 81090 members 
Entering Unmasked Estep 
Score: -16528930.000000 Penalty: 3902.877197
	Iteration 117Q: 3 clusters Score -1.652893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83106 members 
Mstep: Class 2 contains 81096 members 
Entering Unmasked Estep 
Score: -16528939.000000 Penalty: 3902.877197
	Iteration 118Q: 3 clusters Score -1.652894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83098 members 
Mstep: Class 2 contains 81104 members 
Entering Unmasked Estep 
Score: -16528945.000000 Penalty: 3902.877197
	Iteration 119Q: 3 clusters Score -1.652894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83090 members 
Mstep: Class 2 contains 81112 members 
Entering Unmasked Estep 
Score: -16528952.000000 Penalty: 3902.877197
	Iteration 120F: 3 clusters Score -1.652895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83076 members 
Mstep: Class 2 contains 81126 members 
Entering Unmasked Estep 
Score: -16528949.000000 Penalty: 3902.877197
	Iteration 121Q: 3 clusters Score -1.652895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 81140 members 
Entering Unmasked Estep 
Score: -16528960.000000 Penalty: 3902.877197
	Iteration 122Q: 3 clusters Score -1.652896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83052 members 
Mstep: Class 2 contains 81150 members 
Entering Unmasked Estep 
Score: -16528961.000000 Penalty: 3902.877197
	Iteration 123Q: 3 clusters Score -1.652896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83042 members 
Mstep: Class 2 contains 81160 members 
Entering Unmasked Estep 
Score: -16528969.000000 Penalty: 3902.877197
	Iteration 124Q: 3 clusters Score -1.652897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83033 members 
Mstep: Class 2 contains 81169 members 
Entering Unmasked Estep 
Score: -16528967.000000 Penalty: 3902.877197
	Iteration 125Q: 3 clusters Score -1.652897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83025 members 
Mstep: Class 2 contains 81177 members 
Entering Unmasked Estep 
Score: -16528964.000000 Penalty: 3902.877197
	Iteration 126Q: 3 clusters Score -1.652896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83015 members 
Mstep: Class 2 contains 81187 members 
Entering Unmasked Estep 
Score: -16528957.000000 Penalty: 3902.877197
	Iteration 127Q: 3 clusters Score -1.652896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83008 members 
Mstep: Class 2 contains 81194 members 
Entering Unmasked Estep 
Score: -16528959.000000 Penalty: 3902.877197
	Iteration 128Q: 3 clusters Score -1.652896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83002 members 
Mstep: Class 2 contains 81200 members 
Entering Unmasked Estep 
Score: -16528950.000000 Penalty: 3902.877197
	Iteration 129Q: 3 clusters Score -1.652895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82998 members 
Mstep: Class 2 contains 81204 members 
Entering Unmasked Estep 
Score: -16528950.000000 Penalty: 3902.877197
	Iteration 130Q: 3 clusters Score -1.652895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82993 members 
Mstep: Class 2 contains 81209 members 
Entering Unmasked Estep 
Score: -16528944.000000 Penalty: 3902.877197
	Iteration 131Q: 3 clusters Score -1.652894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82985 members 
Mstep: Class 2 contains 81217 members 
Entering Unmasked Estep 
Score: -16528947.000000 Penalty: 3902.877197
	Iteration 132Q: 3 clusters Score -1.652895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82977 members 
Mstep: Class 2 contains 81225 members 
Entering Unmasked Estep 
Score: -16528961.000000 Penalty: 3902.877197
	Iteration 133Q: 3 clusters Score -1.652896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 81235 members 
Entering Unmasked Estep 
Score: -16528958.000000 Penalty: 3902.877197
	Iteration 134Q: 3 clusters Score -1.652896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82958 members 
Mstep: Class 2 contains 81244 members 
Entering Unmasked Estep 
Score: -16528960.000000 Penalty: 3902.877197
	Iteration 135Q: 3 clusters Score -1.652896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82949 members 
Mstep: Class 2 contains 81253 members 
Entering Unmasked Estep 
Score: -16528957.000000 Penalty: 3902.877197
	Iteration 136Q: 3 clusters Score -1.652896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82936 members 
Mstep: Class 2 contains 81266 members 
Entering Unmasked Estep 
Score: -16528964.000000 Penalty: 3902.877197
	Iteration 137Q: 3 clusters Score -1.652896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82922 members 
Mstep: Class 2 contains 81280 members 
Entering Unmasked Estep 
Score: -16528967.000000 Penalty: 3902.877197
	Iteration 138Q: 3 clusters Score -1.652897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82910 members 
Mstep: Class 2 contains 81292 members 
Entering Unmasked Estep 
Score: -16528972.000000 Penalty: 3902.877197
	Iteration 139Q: 3 clusters Score -1.652897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82898 members 
Mstep: Class 2 contains 81304 members 
Entering Unmasked Estep 
Score: -16528970.000000 Penalty: 3902.877197
	Iteration 140F: 3 clusters Score -1.652897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 81318 members 
Entering Unmasked Estep 
Score: -16528964.000000 Penalty: 3902.877197
	Iteration 141Q: 3 clusters Score -1.652896e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82869 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -16528974.000000 Penalty: 3902.877197
	Iteration 142Q: 3 clusters Score -1.652897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 81338 members 
Entering Unmasked Estep 
Score: -16528971.000000 Penalty: 3902.877197
	Iteration 143Q: 3 clusters Score -1.652897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82861 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -16528968.000000 Penalty: 3902.877197
	Iteration 144Q: 3 clusters Score -1.652897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82858 members 
Mstep: Class 2 contains 81344 members 
Entering Unmasked Estep 
Score: -16528974.000000 Penalty: 3902.877197
	Iteration 145Q: 3 clusters Score -1.652897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82855 members 
Mstep: Class 2 contains 81347 members 
Entering Unmasked Estep 
Score: -16528962.000000 Penalty: 3902.877197
	Iteration 146Q: 3 clusters Score -1.652896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82855 members 
Mstep: Class 2 contains 81347 members 
Entering Unmasked Estep 
Score: -16528962.000000 Penalty: 3902.877197
	Iteration 147F: 3 clusters Score -1.652896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (200468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200468 members 
Entering Unmasked Estep 
Score: -20498044.000000 Penalty: 1983.866699
	Iteration 0F: 2 clusters Score -2.049804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100056 members 
Mstep: Class 2 contains 100412 members 
Entering Unmasked Estep 
Score: -20380152.000000 Penalty: 3967.733398
	Iteration 0F: 3 clusters Score -2.038015e+07 nChanged 97082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99948 members 
Mstep: Class 2 contains 100520 members 
Entering Unmasked Estep 
Score: -20438824.000000 Penalty: 3967.733398
	Iteration 1F: 3 clusters Score -2.043882e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101053 members 
Mstep: Class 2 contains 99415 members 
Entering Unmasked Estep 
Score: -20441094.000000 Penalty: 3967.733398
	Iteration 2Q: 3 clusters Score -2.044109e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102919 members 
Mstep: Class 2 contains 97549 members 
Entering Unmasked Estep 
Score: -20444676.000000 Penalty: 3967.733398
	Iteration 3Q: 3 clusters Score -2.044468e+07 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105339 members 
Mstep: Class 2 contains 95129 members 
Entering Unmasked Estep 
Score: -20449540.000000 Penalty: 3967.733398
	Iteration 4F: 3 clusters Score -2.044954e+07 nChanged 11820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107993 members 
Mstep: Class 2 contains 92475 members 
Entering Unmasked Estep 
Score: -20454648.000000 Penalty: 3967.733398
	Iteration 5F: 3 clusters Score -2.045465e+07 nChanged 11581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110502 members 
Mstep: Class 2 contains 89966 members 
Entering Unmasked Estep 
Score: -20459678.000000 Penalty: 3967.733398
	Iteration 6F: 3 clusters Score -2.045968e+07 nChanged 10727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112811 members 
Mstep: Class 2 contains 87657 members 
Entering Unmasked Estep 
Score: -20463300.000000 Penalty: 3967.733398
	Iteration 7F: 3 clusters Score -2.04633e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115002 members 
Mstep: Class 2 contains 85466 members 
Entering Unmasked Estep 
Score: -20465936.000000 Penalty: 3967.733398
	Iteration 8Q: 3 clusters Score -2.046594e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117045 members 
Mstep: Class 2 contains 83423 members 
Entering Unmasked Estep 
Score: -20467646.000000 Penalty: 3967.733398
	Iteration 9Q: 3 clusters Score -2.046765e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118923 members 
Mstep: Class 2 contains 81545 members 
Entering Unmasked Estep 
Score: -20468816.000000 Penalty: 3967.733398
	Iteration 10Q: 3 clusters Score -2.046882e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120793 members 
Mstep: Class 2 contains 79675 members 
Entering Unmasked Estep 
Score: -20469844.000000 Penalty: 3967.733398
	Iteration 11Q: 3 clusters Score -2.046984e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122525 members 
Mstep: Class 2 contains 77943 members 
Entering Unmasked Estep 
Score: -20471068.000000 Penalty: 3967.733398
	Iteration 12Q: 3 clusters Score -2.047107e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124281 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -20472708.000000 Penalty: 3967.733398
	Iteration 13Q: 3 clusters Score -2.047271e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125859 members 
Mstep: Class 2 contains 74609 members 
Entering Unmasked Estep 
Score: -20475066.000000 Penalty: 3967.733398
	Iteration 14Q: 3 clusters Score -2.047507e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127069 members 
Mstep: Class 2 contains 73399 members 
Entering Unmasked Estep 
Score: -20478604.000000 Penalty: 3967.733398
	Iteration 15Q: 3 clusters Score -2.04786e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127670 members 
Mstep: Class 2 contains 72798 members 
Entering Unmasked Estep 
Score: -20482492.000000 Penalty: 3967.733398
	Iteration 16Q: 3 clusters Score -2.048249e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127680 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -20484754.000000 Penalty: 3967.733398
	Iteration 17Q: 3 clusters Score -2.048475e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127305 members 
Mstep: Class 2 contains 73163 members 
Entering Unmasked Estep 
Score: -20485852.000000 Penalty: 3967.733398
	Iteration 18Q: 3 clusters Score -2.048585e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126746 members 
Mstep: Class 2 contains 73722 members 
Entering Unmasked Estep 
Score: -20486138.000000 Penalty: 3967.733398
	Iteration 19Q: 3 clusters Score -2.048614e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126062 members 
Mstep: Class 2 contains 74406 members 
Entering Unmasked Estep 
Score: -20486306.000000 Penalty: 3967.733398
	Iteration 20F: 3 clusters Score -2.048631e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125277 members 
Mstep: Class 2 contains 75191 members 
Entering Unmasked Estep 
Score: -20486278.000000 Penalty: 3967.733398
	Iteration 21Q: 3 clusters Score -2.048628e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124424 members 
Mstep: Class 2 contains 76044 members 
Entering Unmasked Estep 
Score: -20486212.000000 Penalty: 3967.733398
	Iteration 22Q: 3 clusters Score -2.048621e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123471 members 
Mstep: Class 2 contains 76997 members 
Entering Unmasked Estep 
Score: -20486082.000000 Penalty: 3967.733398
	Iteration 23Q: 3 clusters Score -2.048608e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122421 members 
Mstep: Class 2 contains 78047 members 
Entering Unmasked Estep 
Score: -20485912.000000 Penalty: 3967.733398
	Iteration 24Q: 3 clusters Score -2.048591e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121229 members 
Mstep: Class 2 contains 79239 members 
Entering Unmasked Estep 
Score: -20485720.000000 Penalty: 3967.733398
	Iteration 25Q: 3 clusters Score -2.048572e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120061 members 
Mstep: Class 2 contains 80407 members 
Entering Unmasked Estep 
Score: -20485500.000000 Penalty: 3967.733398
	Iteration 26Q: 3 clusters Score -2.04855e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118851 members 
Mstep: Class 2 contains 81617 members 
Entering Unmasked Estep 
Score: -20485210.000000 Penalty: 3967.733398
	Iteration 27Q: 3 clusters Score -2.048521e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117549 members 
Mstep: Class 2 contains 82919 members 
Entering Unmasked Estep 
Score: -20484902.000000 Penalty: 3967.733398
	Iteration 28Q: 3 clusters Score -2.04849e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116240 members 
Mstep: Class 2 contains 84228 members 
Entering Unmasked Estep 
Score: -20484632.000000 Penalty: 3967.733398
	Iteration 29Q: 3 clusters Score -2.048463e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114899 members 
Mstep: Class 2 contains 85569 members 
Entering Unmasked Estep 
Score: -20484314.000000 Penalty: 3967.733398
	Iteration 30Q: 3 clusters Score -2.048431e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113618 members 
Mstep: Class 2 contains 86850 members 
Entering Unmasked Estep 
Score: -20484092.000000 Penalty: 3967.733398
	Iteration 31Q: 3 clusters Score -2.048409e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112371 members 
Mstep: Class 2 contains 88097 members 
Entering Unmasked Estep 
Score: -20483824.000000 Penalty: 3967.733398
	Iteration 32Q: 3 clusters Score -2.048382e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111113 members 
Mstep: Class 2 contains 89355 members 
Entering Unmasked Estep 
Score: -20483684.000000 Penalty: 3967.733398
	Iteration 33Q: 3 clusters Score -2.048368e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109873 members 
Mstep: Class 2 contains 90595 members 
Entering Unmasked Estep 
Score: -20483488.000000 Penalty: 3967.733398
	Iteration 34Q: 3 clusters Score -2.048349e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108646 members 
Mstep: Class 2 contains 91822 members 
Entering Unmasked Estep 
Score: -20483340.000000 Penalty: 3967.733398
	Iteration 35Q: 3 clusters Score -2.048334e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107592 members 
Mstep: Class 2 contains 92876 members 
Entering Unmasked Estep 
Score: -20483172.000000 Penalty: 3967.733398
	Iteration 36Q: 3 clusters Score -2.048317e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106680 members 
Mstep: Class 2 contains 93788 members 
Entering Unmasked Estep 
Score: -20482990.000000 Penalty: 3967.733398
	Iteration 37Q: 3 clusters Score -2.048299e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105809 members 
Mstep: Class 2 contains 94659 members 
Entering Unmasked Estep 
Score: -20482902.000000 Penalty: 3967.733398
	Iteration 38Q: 3 clusters Score -2.04829e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104981 members 
Mstep: Class 2 contains 95487 members 
Entering Unmasked Estep 
Score: -20482784.000000 Penalty: 3967.733398
	Iteration 39Q: 3 clusters Score -2.048278e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104221 members 
Mstep: Class 2 contains 96247 members 
Entering Unmasked Estep 
Score: -20482686.000000 Penalty: 3967.733398
	Iteration 40F: 3 clusters Score -2.048269e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103537 members 
Mstep: Class 2 contains 96931 members 
Entering Unmasked Estep 
Score: -20482670.000000 Penalty: 3967.733398
	Iteration 41Q: 3 clusters Score -2.048267e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102885 members 
Mstep: Class 2 contains 97583 members 
Entering Unmasked Estep 
Score: -20482560.000000 Penalty: 3967.733398
	Iteration 42Q: 3 clusters Score -2.048256e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102294 members 
Mstep: Class 2 contains 98174 members 
Entering Unmasked Estep 
Score: -20482542.000000 Penalty: 3967.733398
	Iteration 43Q: 3 clusters Score -2.048254e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101737 members 
Mstep: Class 2 contains 98731 members 
Entering Unmasked Estep 
Score: -20482510.000000 Penalty: 3967.733398
	Iteration 44Q: 3 clusters Score -2.048251e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101247 members 
Mstep: Class 2 contains 99221 members 
Entering Unmasked Estep 
Score: -20482384.000000 Penalty: 3967.733398
	Iteration 45Q: 3 clusters Score -2.048238e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100821 members 
Mstep: Class 2 contains 99647 members 
Entering Unmasked Estep 
Score: -20482380.000000 Penalty: 3967.733398
	Iteration 46Q: 3 clusters Score -2.048238e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100452 members 
Mstep: Class 2 contains 100016 members 
Entering Unmasked Estep 
Score: -20482422.000000 Penalty: 3967.733398
	Iteration 47Q: 3 clusters Score -2.048242e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100136 members 
Mstep: Class 2 contains 100332 members 
Entering Unmasked Estep 
Score: -20482468.000000 Penalty: 3967.733398
	Iteration 48Q: 3 clusters Score -2.048247e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99855 members 
Mstep: Class 2 contains 100613 members 
Entering Unmasked Estep 
Score: -20482438.000000 Penalty: 3967.733398
	Iteration 49Q: 3 clusters Score -2.048244e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99580 members 
Mstep: Class 2 contains 100888 members 
Entering Unmasked Estep 
Score: -20482468.000000 Penalty: 3967.733398
	Iteration 50Q: 3 clusters Score -2.048247e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99335 members 
Mstep: Class 2 contains 101133 members 
Entering Unmasked Estep 
Score: -20482430.000000 Penalty: 3967.733398
	Iteration 51Q: 3 clusters Score -2.048243e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99113 members 
Mstep: Class 2 contains 101355 members 
Entering Unmasked Estep 
Score: -20482416.000000 Penalty: 3967.733398
	Iteration 52Q: 3 clusters Score -2.048242e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98925 members 
Mstep: Class 2 contains 101543 members 
Entering Unmasked Estep 
Score: -20482400.000000 Penalty: 3967.733398
	Iteration 53Q: 3 clusters Score -2.04824e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98730 members 
Mstep: Class 2 contains 101738 members 
Entering Unmasked Estep 
Score: -20482398.000000 Penalty: 3967.733398
	Iteration 54Q: 3 clusters Score -2.04824e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98593 members 
Mstep: Class 2 contains 101875 members 
Entering Unmasked Estep 
Score: -20482432.000000 Penalty: 3967.733398
	Iteration 55Q: 3 clusters Score -2.048243e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98472 members 
Mstep: Class 2 contains 101996 members 
Entering Unmasked Estep 
Score: -20482426.000000 Penalty: 3967.733398
	Iteration 56Q: 3 clusters Score -2.048243e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98371 members 
Mstep: Class 2 contains 102097 members 
Entering Unmasked Estep 
Score: -20482410.000000 Penalty: 3967.733398
	Iteration 57Q: 3 clusters Score -2.048241e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 102176 members 
Entering Unmasked Estep 
Score: -20482442.000000 Penalty: 3967.733398
	Iteration 58Q: 3 clusters Score -2.048244e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98210 members 
Mstep: Class 2 contains 102258 members 
Entering Unmasked Estep 
Score: -20482450.000000 Penalty: 3967.733398
	Iteration 59Q: 3 clusters Score -2.048245e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98145 members 
Mstep: Class 2 contains 102323 members 
Entering Unmasked Estep 
Score: -20482478.000000 Penalty: 3967.733398
	Iteration 60F: 3 clusters Score -2.048248e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98086 members 
Mstep: Class 2 contains 102382 members 
Entering Unmasked Estep 
Score: -20482492.000000 Penalty: 3967.733398
	Iteration 61Q: 3 clusters Score -2.048249e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98042 members 
Mstep: Class 2 contains 102426 members 
Entering Unmasked Estep 
Score: -20482496.000000 Penalty: 3967.733398
	Iteration 62Q: 3 clusters Score -2.04825e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98003 members 
Mstep: Class 2 contains 102465 members 
Entering Unmasked Estep 
Score: -20482556.000000 Penalty: 3967.733398
	Iteration 63Q: 3 clusters Score -2.048256e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97972 members 
Mstep: Class 2 contains 102496 members 
Entering Unmasked Estep 
Score: -20482562.000000 Penalty: 3967.733398
	Iteration 64Q: 3 clusters Score -2.048256e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97946 members 
Mstep: Class 2 contains 102522 members 
Entering Unmasked Estep 
Score: -20482598.000000 Penalty: 3967.733398
	Iteration 65Q: 3 clusters Score -2.04826e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97921 members 
Mstep: Class 2 contains 102547 members 
Entering Unmasked Estep 
Score: -20482584.000000 Penalty: 3967.733398
	Iteration 66Q: 3 clusters Score -2.048258e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97906 members 
Mstep: Class 2 contains 102562 members 
Entering Unmasked Estep 
Score: -20482580.000000 Penalty: 3967.733398
	Iteration 67Q: 3 clusters Score -2.048258e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97889 members 
Mstep: Class 2 contains 102579 members 
Entering Unmasked Estep 
Score: -20482550.000000 Penalty: 3967.733398
	Iteration 68Q: 3 clusters Score -2.048255e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97876 members 
Mstep: Class 2 contains 102592 members 
Entering Unmasked Estep 
Score: -20482578.000000 Penalty: 3967.733398
	Iteration 69Q: 3 clusters Score -2.048258e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97880 members 
Mstep: Class 2 contains 102588 members 
Entering Unmasked Estep 
Score: -20482582.000000 Penalty: 3967.733398
	Iteration 70Q: 3 clusters Score -2.048258e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97886 members 
Mstep: Class 2 contains 102582 members 
Entering Unmasked Estep 
Score: -20482590.000000 Penalty: 3967.733398
	Iteration 71Q: 3 clusters Score -2.048259e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97894 members 
Mstep: Class 2 contains 102574 members 
Entering Unmasked Estep 
Score: -20482604.000000 Penalty: 3967.733398
	Iteration 72Q: 3 clusters Score -2.04826e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97896 members 
Mstep: Class 2 contains 102572 members 
Entering Unmasked Estep 
Score: -20482560.000000 Penalty: 3967.733398
	Iteration 73Q: 3 clusters Score -2.048256e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97900 members 
Mstep: Class 2 contains 102568 members 
Entering Unmasked Estep 
Score: -20482536.000000 Penalty: 3967.733398
	Iteration 74Q: 3 clusters Score -2.048254e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97900 members 
Mstep: Class 2 contains 102568 members 
Entering Unmasked Estep 
Score: -20482566.000000 Penalty: 3967.733398
	Iteration 75Q: 3 clusters Score -2.048257e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97901 members 
Mstep: Class 2 contains 102567 members 
Entering Unmasked Estep 
Score: -20482576.000000 Penalty: 3967.733398
	Iteration 76Q: 3 clusters Score -2.048258e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97904 members 
Mstep: Class 2 contains 102564 members 
Entering Unmasked Estep 
Score: -20482582.000000 Penalty: 3967.733398
	Iteration 77Q: 3 clusters Score -2.048258e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97909 members 
Mstep: Class 2 contains 102559 members 
Entering Unmasked Estep 
Score: -20482596.000000 Penalty: 3967.733398
	Iteration 78Q: 3 clusters Score -2.04826e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97914 members 
Mstep: Class 2 contains 102554 members 
Entering Unmasked Estep 
Score: -20482624.000000 Penalty: 3967.733398
	Iteration 79Q: 3 clusters Score -2.048262e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97910 members 
Mstep: Class 2 contains 102558 members 
Entering Unmasked Estep 
Score: -20482640.000000 Penalty: 3967.733398
	Iteration 80F: 3 clusters Score -2.048264e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97910 members 
Mstep: Class 2 contains 102558 members 
Entering Unmasked Estep 
Score: -20482658.000000 Penalty: 3967.733398
	Iteration 81Q: 3 clusters Score -2.048266e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97908 members 
Mstep: Class 2 contains 102560 members 
Entering Unmasked Estep 
Score: -20482644.000000 Penalty: 3967.733398
	Iteration 82Q: 3 clusters Score -2.048264e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97907 members 
Mstep: Class 2 contains 102561 members 
Entering Unmasked Estep 
Score: -20482650.000000 Penalty: 3967.733398
	Iteration 83Q: 3 clusters Score -2.048265e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97918 members 
Mstep: Class 2 contains 102550 members 
Entering Unmasked Estep 
Score: -20482656.000000 Penalty: 3967.733398
	Iteration 84Q: 3 clusters Score -2.048266e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97927 members 
Mstep: Class 2 contains 102541 members 
Entering Unmasked Estep 
Score: -20482676.000000 Penalty: 3967.733398
	Iteration 85Q: 3 clusters Score -2.048268e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97930 members 
Mstep: Class 2 contains 102538 members 
Entering Unmasked Estep 
Score: -20482694.000000 Penalty: 3967.733398
	Iteration 86Q: 3 clusters Score -2.048269e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97934 members 
Mstep: Class 2 contains 102534 members 
Entering Unmasked Estep 
Score: -20482712.000000 Penalty: 3967.733398
	Iteration 87Q: 3 clusters Score -2.048271e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97941 members 
Mstep: Class 2 contains 102527 members 
Entering Unmasked Estep 
Score: -20482696.000000 Penalty: 3967.733398
	Iteration 88Q: 3 clusters Score -2.04827e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97945 members 
Mstep: Class 2 contains 102523 members 
Entering Unmasked Estep 
Score: -20482726.000000 Penalty: 3967.733398
	Iteration 89Q: 3 clusters Score -2.048273e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97941 members 
Mstep: Class 2 contains 102527 members 
Entering Unmasked Estep 
Score: -20482754.000000 Penalty: 3967.733398
	Iteration 90Q: 3 clusters Score -2.048275e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97941 members 
Mstep: Class 2 contains 102527 members 
Entering Unmasked Estep 
Score: -20482770.000000 Penalty: 3967.733398
	Iteration 91Q: 3 clusters Score -2.048277e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97951 members 
Mstep: Class 2 contains 102517 members 
Entering Unmasked Estep 
Score: -20482780.000000 Penalty: 3967.733398
	Iteration 92Q: 3 clusters Score -2.048278e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97961 members 
Mstep: Class 2 contains 102507 members 
Entering Unmasked Estep 
Score: -20482754.000000 Penalty: 3967.733398
	Iteration 93Q: 3 clusters Score -2.048275e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97974 members 
Mstep: Class 2 contains 102494 members 
Entering Unmasked Estep 
Score: -20482778.000000 Penalty: 3967.733398
	Iteration 94Q: 3 clusters Score -2.048278e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97977 members 
Mstep: Class 2 contains 102491 members 
Entering Unmasked Estep 
Score: -20482782.000000 Penalty: 3967.733398
	Iteration 95Q: 3 clusters Score -2.048278e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97982 members 
Mstep: Class 2 contains 102486 members 
Entering Unmasked Estep 
Score: -20482772.000000 Penalty: 3967.733398
	Iteration 96Q: 3 clusters Score -2.048277e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97990 members 
Mstep: Class 2 contains 102478 members 
Entering Unmasked Estep 
Score: -20482796.000000 Penalty: 3967.733398
	Iteration 97Q: 3 clusters Score -2.04828e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98002 members 
Mstep: Class 2 contains 102466 members 
Entering Unmasked Estep 
Score: -20482820.000000 Penalty: 3967.733398
	Iteration 98Q: 3 clusters Score -2.048282e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98011 members 
Mstep: Class 2 contains 102457 members 
Entering Unmasked Estep 
Score: -20482808.000000 Penalty: 3967.733398
	Iteration 99Q: 3 clusters Score -2.048281e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98020 members 
Mstep: Class 2 contains 102448 members 
Entering Unmasked Estep 
Score: -20482812.000000 Penalty: 3967.733398
	Iteration 100F: 3 clusters Score -2.048281e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98031 members 
Mstep: Class 2 contains 102437 members 
Entering Unmasked Estep 
Score: -20482832.000000 Penalty: 3967.733398
	Iteration 101Q: 3 clusters Score -2.048283e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98034 members 
Mstep: Class 2 contains 102434 members 
Entering Unmasked Estep 
Score: -20482854.000000 Penalty: 3967.733398
	Iteration 102Q: 3 clusters Score -2.048285e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98039 members 
Mstep: Class 2 contains 102429 members 
Entering Unmasked Estep 
Score: -20482842.000000 Penalty: 3967.733398
	Iteration 103Q: 3 clusters Score -2.048284e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98039 members 
Mstep: Class 2 contains 102429 members 
Entering Unmasked Estep 
Score: -20482860.000000 Penalty: 3967.733398
	Iteration 104Q: 3 clusters Score -2.048286e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98048 members 
Mstep: Class 2 contains 102420 members 
Entering Unmasked Estep 
Score: -20482868.000000 Penalty: 3967.733398
	Iteration 105Q: 3 clusters Score -2.048287e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98056 members 
Mstep: Class 2 contains 102412 members 
Entering Unmasked Estep 
Score: -20482856.000000 Penalty: 3967.733398
	Iteration 106Q: 3 clusters Score -2.048286e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98064 members 
Mstep: Class 2 contains 102404 members 
Entering Unmasked Estep 
Score: -20482868.000000 Penalty: 3967.733398
	Iteration 107Q: 3 clusters Score -2.048287e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98068 members 
Mstep: Class 2 contains 102400 members 
Entering Unmasked Estep 
Score: -20482874.000000 Penalty: 3967.733398
	Iteration 108Q: 3 clusters Score -2.048287e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98066 members 
Mstep: Class 2 contains 102402 members 
Entering Unmasked Estep 
Score: -20482864.000000 Penalty: 3967.733398
	Iteration 109Q: 3 clusters Score -2.048286e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98052 members 
Mstep: Class 2 contains 102416 members 
Entering Unmasked Estep 
Score: -20482884.000000 Penalty: 3967.733398
	Iteration 110Q: 3 clusters Score -2.048288e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98040 members 
Mstep: Class 2 contains 102428 members 
Entering Unmasked Estep 
Score: -20482862.000000 Penalty: 3967.733398
	Iteration 111Q: 3 clusters Score -2.048286e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98038 members 
Mstep: Class 2 contains 102430 members 
Entering Unmasked Estep 
Score: -20482854.000000 Penalty: 3967.733398
	Iteration 112Q: 3 clusters Score -2.048285e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98031 members 
Mstep: Class 2 contains 102437 members 
Entering Unmasked Estep 
Score: -20482868.000000 Penalty: 3967.733398
	Iteration 113Q: 3 clusters Score -2.048287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98026 members 
Mstep: Class 2 contains 102442 members 
Entering Unmasked Estep 
Score: -20482868.000000 Penalty: 3967.733398
	Iteration 114Q: 3 clusters Score -2.048287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98021 members 
Mstep: Class 2 contains 102447 members 
Entering Unmasked Estep 
Score: -20482848.000000 Penalty: 3967.733398
	Iteration 115Q: 3 clusters Score -2.048285e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98026 members 
Mstep: Class 2 contains 102442 members 
Entering Unmasked Estep 
Score: -20482864.000000 Penalty: 3967.733398
	Iteration 116Q: 3 clusters Score -2.048286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98033 members 
Mstep: Class 2 contains 102435 members 
Entering Unmasked Estep 
Score: -20482856.000000 Penalty: 3967.733398
	Iteration 117Q: 3 clusters Score -2.048286e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98029 members 
Mstep: Class 2 contains 102439 members 
Entering Unmasked Estep 
Score: -20482868.000000 Penalty: 3967.733398
	Iteration 118Q: 3 clusters Score -2.048287e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98036 members 
Mstep: Class 2 contains 102432 members 
Entering Unmasked Estep 
Score: -20482874.000000 Penalty: 3967.733398
	Iteration 119Q: 3 clusters Score -2.048287e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98037 members 
Mstep: Class 2 contains 102431 members 
Entering Unmasked Estep 
Score: -20482874.000000 Penalty: 3967.733398
	Iteration 120F: 3 clusters Score -2.048287e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98036 members 
Mstep: Class 2 contains 102432 members 
Entering Unmasked Estep 
Score: -20482850.000000 Penalty: 3967.733398
	Iteration 121Q: 3 clusters Score -2.048285e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98037 members 
Mstep: Class 2 contains 102431 members 
Entering Unmasked Estep 
Score: -20482884.000000 Penalty: 3967.733398
	Iteration 122Q: 3 clusters Score -2.048288e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98037 members 
Mstep: Class 2 contains 102431 members 
Entering Unmasked Estep 
Score: -20482878.000000 Penalty: 3967.733398
	Iteration 123Q: 3 clusters Score -2.048288e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98035 members 
Mstep: Class 2 contains 102433 members 
Entering Unmasked Estep 
Score: -20482870.000000 Penalty: 3967.733398
	Iteration 124Q: 3 clusters Score -2.048287e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98025 members 
Mstep: Class 2 contains 102443 members 
Entering Unmasked Estep 
Score: -20482878.000000 Penalty: 3967.733398
	Iteration 125Q: 3 clusters Score -2.048288e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98014 members 
Mstep: Class 2 contains 102454 members 
Entering Unmasked Estep 
Score: -20482868.000000 Penalty: 3967.733398
	Iteration 126Q: 3 clusters Score -2.048287e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98007 members 
Mstep: Class 2 contains 102461 members 
Entering Unmasked Estep 
Score: -20482892.000000 Penalty: 3967.733398
	Iteration 127Q: 3 clusters Score -2.048289e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98002 members 
Mstep: Class 2 contains 102466 members 
Entering Unmasked Estep 
Score: -20482872.000000 Penalty: 3967.733398
	Iteration 128Q: 3 clusters Score -2.048287e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97997 members 
Mstep: Class 2 contains 102471 members 
Entering Unmasked Estep 
Score: -20482884.000000 Penalty: 3967.733398
	Iteration 129Q: 3 clusters Score -2.048288e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98000 members 
Mstep: Class 2 contains 102468 members 
Entering Unmasked Estep 
Score: -20482876.000000 Penalty: 3967.733398
	Iteration 130Q: 3 clusters Score -2.048288e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98002 members 
Mstep: Class 2 contains 102466 members 
Entering Unmasked Estep 
Score: -20482884.000000 Penalty: 3967.733398
	Iteration 131Q: 3 clusters Score -2.048288e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98007 members 
Mstep: Class 2 contains 102461 members 
Entering Unmasked Estep 
Score: -20482870.000000 Penalty: 3967.733398
	Iteration 132Q: 3 clusters Score -2.048287e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98014 members 
Mstep: Class 2 contains 102454 members 
Entering Unmasked Estep 
Score: -20482864.000000 Penalty: 3967.733398
	Iteration 133Q: 3 clusters Score -2.048286e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98023 members 
Mstep: Class 2 contains 102445 members 
Entering Unmasked Estep 
Score: -20482866.000000 Penalty: 3967.733398
	Iteration 134Q: 3 clusters Score -2.048287e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98025 members 
Mstep: Class 2 contains 102443 members 
Entering Unmasked Estep 
Score: -20482874.000000 Penalty: 3967.733398
	Iteration 135Q: 3 clusters Score -2.048287e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98019 members 
Mstep: Class 2 contains 102449 members 
Entering Unmasked Estep 
Score: -20482884.000000 Penalty: 3967.733398
	Iteration 136Q: 3 clusters Score -2.048288e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98015 members 
Mstep: Class 2 contains 102453 members 
Entering Unmasked Estep 
Score: -20482874.000000 Penalty: 3967.733398
	Iteration 137Q: 3 clusters Score -2.048287e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98020 members 
Mstep: Class 2 contains 102448 members 
Entering Unmasked Estep 
Score: -20482852.000000 Penalty: 3967.733398
	Iteration 138Q: 3 clusters Score -2.048285e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98022 members 
Mstep: Class 2 contains 102446 members 
Entering Unmasked Estep 
Score: -20482826.000000 Penalty: 3967.733398
	Iteration 139Q: 3 clusters Score -2.048283e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98026 members 
Mstep: Class 2 contains 102442 members 
Entering Unmasked Estep 
Score: -20482826.000000 Penalty: 3967.733398
	Iteration 140F: 3 clusters Score -2.048283e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98032 members 
Mstep: Class 2 contains 102436 members 
Entering Unmasked Estep 
Score: -20482822.000000 Penalty: 3967.733398
	Iteration 141Q: 3 clusters Score -2.048282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98036 members 
Mstep: Class 2 contains 102432 members 
Entering Unmasked Estep 
Score: -20482812.000000 Penalty: 3967.733398
	Iteration 142Q: 3 clusters Score -2.048281e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98041 members 
Mstep: Class 2 contains 102427 members 
Entering Unmasked Estep 
Score: -20482822.000000 Penalty: 3967.733398
	Iteration 143Q: 3 clusters Score -2.048282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98050 members 
Mstep: Class 2 contains 102418 members 
Entering Unmasked Estep 
Score: -20482836.000000 Penalty: 3967.733398
	Iteration 144Q: 3 clusters Score -2.048284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98051 members 
Mstep: Class 2 contains 102417 members 
Entering Unmasked Estep 
Score: -20482848.000000 Penalty: 3967.733398
	Iteration 145Q: 3 clusters Score -2.048285e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98046 members 
Mstep: Class 2 contains 102422 members 
Entering Unmasked Estep 
Score: -20482852.000000 Penalty: 3967.733398
	Iteration 146Q: 3 clusters Score -2.048285e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98042 members 
Mstep: Class 2 contains 102426 members 
Entering Unmasked Estep 
Score: -20482838.000000 Penalty: 3967.733398
	Iteration 147Q: 3 clusters Score -2.048284e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98040 members 
Mstep: Class 2 contains 102428 members 
Entering Unmasked Estep 
Score: -20482846.000000 Penalty: 3967.733398
	Iteration 148Q: 3 clusters Score -2.048285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98045 members 
Mstep: Class 2 contains 102423 members 
Entering Unmasked Estep 
Score: -20482812.000000 Penalty: 3967.733398
	Iteration 149Q: 3 clusters Score -2.048281e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98052 members 
Mstep: Class 2 contains 102416 members 
Entering Unmasked Estep 
Score: -20482824.000000 Penalty: 3967.733398
	Iteration 150Q: 3 clusters Score -2.048282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98057 members 
Mstep: Class 2 contains 102411 members 
Entering Unmasked Estep 
Score: -20482830.000000 Penalty: 3967.733398
	Iteration 151Q: 3 clusters Score -2.048283e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98059 members 
Mstep: Class 2 contains 102409 members 
Entering Unmasked Estep 
Score: -20482842.000000 Penalty: 3967.733398
	Iteration 152Q: 3 clusters Score -2.048284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98053 members 
Mstep: Class 2 contains 102415 members 
Entering Unmasked Estep 
Score: -20482804.000000 Penalty: 3967.733398
	Iteration 153Q: 3 clusters Score -2.04828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98050 members 
Mstep: Class 2 contains 102418 members 
Entering Unmasked Estep 
Score: -20482808.000000 Penalty: 3967.733398
	Iteration 154Q: 3 clusters Score -2.048281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98046 members 
Mstep: Class 2 contains 102422 members 
Entering Unmasked Estep 
Score: -20482814.000000 Penalty: 3967.733398
	Iteration 155Q: 3 clusters Score -2.048281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98041 members 
Mstep: Class 2 contains 102427 members 
Entering Unmasked Estep 
Score: -20482818.000000 Penalty: 3967.733398
	Iteration 156Q: 3 clusters Score -2.048282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98041 members 
Mstep: Class 2 contains 102427 members 
Entering Unmasked Estep 
Score: -20482818.000000 Penalty: 3967.733398
	Iteration 157Q: 3 clusters Score -2.048282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98048 members 
Mstep: Class 2 contains 102420 members 
Entering Unmasked Estep 
Score: -20482826.000000 Penalty: 3967.733398
	Iteration 158Q: 3 clusters Score -2.048283e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98053 members 
Mstep: Class 2 contains 102415 members 
Entering Unmasked Estep 
Score: -20482824.000000 Penalty: 3967.733398
	Iteration 159Q: 3 clusters Score -2.048282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98048 members 
Mstep: Class 2 contains 102420 members 
Entering Unmasked Estep 
Score: -20482834.000000 Penalty: 3967.733398
	Iteration 160F: 3 clusters Score -2.048283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98038 members 
Mstep: Class 2 contains 102430 members 
Entering Unmasked Estep 
Score: -20482842.000000 Penalty: 3967.733398
	Iteration 161Q: 3 clusters Score -2.048284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98033 members 
Mstep: Class 2 contains 102435 members 
Entering Unmasked Estep 
Score: -20482832.000000 Penalty: 3967.733398
	Iteration 162Q: 3 clusters Score -2.048283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98025 members 
Mstep: Class 2 contains 102443 members 
Entering Unmasked Estep 
Score: -20482834.000000 Penalty: 3967.733398
	Iteration 163Q: 3 clusters Score -2.048283e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98017 members 
Mstep: Class 2 contains 102451 members 
Entering Unmasked Estep 
Score: -20482840.000000 Penalty: 3967.733398
	Iteration 164Q: 3 clusters Score -2.048284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98001 members 
Mstep: Class 2 contains 102467 members 
Entering Unmasked Estep 
Score: -20482856.000000 Penalty: 3967.733398
	Iteration 165Q: 3 clusters Score -2.048286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97993 members 
Mstep: Class 2 contains 102475 members 
Entering Unmasked Estep 
Score: -20482860.000000 Penalty: 3967.733398
	Iteration 166Q: 3 clusters Score -2.048286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97981 members 
Mstep: Class 2 contains 102487 members 
Entering Unmasked Estep 
Score: -20482860.000000 Penalty: 3967.733398
	Iteration 167Q: 3 clusters Score -2.048286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97969 members 
Mstep: Class 2 contains 102499 members 
Entering Unmasked Estep 
Score: -20482844.000000 Penalty: 3967.733398
	Iteration 168Q: 3 clusters Score -2.048284e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97965 members 
Mstep: Class 2 contains 102503 members 
Entering Unmasked Estep 
Score: -20482836.000000 Penalty: 3967.733398
	Iteration 169Q: 3 clusters Score -2.048284e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97967 members 
Mstep: Class 2 contains 102501 members 
Entering Unmasked Estep 
Score: -20482828.000000 Penalty: 3967.733398
	Iteration 170Q: 3 clusters Score -2.048283e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97961 members 
Mstep: Class 2 contains 102507 members 
Entering Unmasked Estep 
Score: -20482846.000000 Penalty: 3967.733398
	Iteration 171Q: 3 clusters Score -2.048285e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97948 members 
Mstep: Class 2 contains 102520 members 
Entering Unmasked Estep 
Score: -20482830.000000 Penalty: 3967.733398
	Iteration 172Q: 3 clusters Score -2.048283e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97946 members 
Mstep: Class 2 contains 102522 members 
Entering Unmasked Estep 
Score: -20482846.000000 Penalty: 3967.733398
	Iteration 173Q: 3 clusters Score -2.048285e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97943 members 
Mstep: Class 2 contains 102525 members 
Entering Unmasked Estep 
Score: -20482864.000000 Penalty: 3967.733398
	Iteration 174Q: 3 clusters Score -2.048286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97941 members 
Mstep: Class 2 contains 102527 members 
Entering Unmasked Estep 
Score: -20482864.000000 Penalty: 3967.733398
	Iteration 175Q: 3 clusters Score -2.048286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97949 members 
Mstep: Class 2 contains 102519 members 
Entering Unmasked Estep 
Score: -20482846.000000 Penalty: 3967.733398
	Iteration 176Q: 3 clusters Score -2.048285e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97961 members 
Mstep: Class 2 contains 102507 members 
Entering Unmasked Estep 
Score: -20482882.000000 Penalty: 3967.733398
	Iteration 177Q: 3 clusters Score -2.048288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97970 members 
Mstep: Class 2 contains 102498 members 
Entering Unmasked Estep 
Score: -20482876.000000 Penalty: 3967.733398
	Iteration 178Q: 3 clusters Score -2.048288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97970 members 
Mstep: Class 2 contains 102498 members 
Entering Unmasked Estep 
Score: -20482868.000000 Penalty: 3967.733398
	Iteration 179Q: 3 clusters Score -2.048287e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97971 members 
Mstep: Class 2 contains 102497 members 
Entering Unmasked Estep 
Score: -20482886.000000 Penalty: 3967.733398
	Iteration 180F: 3 clusters Score -2.048289e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97971 members 
Mstep: Class 2 contains 102497 members 
Entering Unmasked Estep 
Score: -20482866.000000 Penalty: 3967.733398
	Iteration 181Q: 3 clusters Score -2.048287e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97968 members 
Mstep: Class 2 contains 102500 members 
Entering Unmasked Estep 
Score: -20482880.000000 Penalty: 3967.733398
	Iteration 182Q: 3 clusters Score -2.048288e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97958 members 
Mstep: Class 2 contains 102510 members 
Entering Unmasked Estep 
Score: -20482876.000000 Penalty: 3967.733398
	Iteration 183Q: 3 clusters Score -2.048288e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97953 members 
Mstep: Class 2 contains 102515 members 
Entering Unmasked Estep 
Score: -20482878.000000 Penalty: 3967.733398
	Iteration 184Q: 3 clusters Score -2.048288e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97943 members 
Mstep: Class 2 contains 102525 members 
Entering Unmasked Estep 
Score: -20482890.000000 Penalty: 3967.733398
	Iteration 185Q: 3 clusters Score -2.048289e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97928 members 
Mstep: Class 2 contains 102540 members 
Entering Unmasked Estep 
Score: -20482886.000000 Penalty: 3967.733398
	Iteration 186Q: 3 clusters Score -2.048289e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97908 members 
Mstep: Class 2 contains 102560 members 
Entering Unmasked Estep 
Score: -20482874.000000 Penalty: 3967.733398
	Iteration 187Q: 3 clusters Score -2.048287e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97884 members 
Mstep: Class 2 contains 102584 members 
Entering Unmasked Estep 
Score: -20482878.000000 Penalty: 3967.733398
	Iteration 188Q: 3 clusters Score -2.048288e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97868 members 
Mstep: Class 2 contains 102600 members 
Entering Unmasked Estep 
Score: -20482862.000000 Penalty: 3967.733398
	Iteration 189Q: 3 clusters Score -2.048286e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97849 members 
Mstep: Class 2 contains 102619 members 
Entering Unmasked Estep 
Score: -20482856.000000 Penalty: 3967.733398
	Iteration 190Q: 3 clusters Score -2.048286e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97836 members 
Mstep: Class 2 contains 102632 members 
Entering Unmasked Estep 
Score: -20482846.000000 Penalty: 3967.733398
	Iteration 191Q: 3 clusters Score -2.048285e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97828 members 
Mstep: Class 2 contains 102640 members 
Entering Unmasked Estep 
Score: -20482848.000000 Penalty: 3967.733398
	Iteration 192Q: 3 clusters Score -2.048285e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97818 members 
Mstep: Class 2 contains 102650 members 
Entering Unmasked Estep 
Score: -20482852.000000 Penalty: 3967.733398
	Iteration 193Q: 3 clusters Score -2.048285e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97811 members 
Mstep: Class 2 contains 102657 members 
Entering Unmasked Estep 
Score: -20482864.000000 Penalty: 3967.733398
	Iteration 194Q: 3 clusters Score -2.048286e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97799 members 
Mstep: Class 2 contains 102669 members 
Entering Unmasked Estep 
Score: -20482868.000000 Penalty: 3967.733398
	Iteration 195Q: 3 clusters Score -2.048287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97779 members 
Mstep: Class 2 contains 102689 members 
Entering Unmasked Estep 
Score: -20482848.000000 Penalty: 3967.733398
	Iteration 196Q: 3 clusters Score -2.048285e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97755 members 
Mstep: Class 2 contains 102713 members 
Entering Unmasked Estep 
Score: -20482846.000000 Penalty: 3967.733398
	Iteration 197Q: 3 clusters Score -2.048285e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97720 members 
Mstep: Class 2 contains 102748 members 
Entering Unmasked Estep 
Score: -20482860.000000 Penalty: 3967.733398
	Iteration 198Q: 3 clusters Score -2.048286e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97701 members 
Mstep: Class 2 contains 102767 members 
Entering Unmasked Estep 
Score: -20482848.000000 Penalty: 3967.733398
	Iteration 199Q: 3 clusters Score -2.048285e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97683 members 
Mstep: Class 2 contains 102785 members 
Entering Unmasked Estep 
Score: -20482828.000000 Penalty: 3967.733398
	Iteration 200F: 3 clusters Score -2.048283e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97655 members 
Mstep: Class 2 contains 102813 members 
Entering Unmasked Estep 
Score: -20482830.000000 Penalty: 3967.733398
	Iteration 201Q: 3 clusters Score -2.048283e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97637 members 
Mstep: Class 2 contains 102831 members 
Entering Unmasked Estep 
Score: -20482850.000000 Penalty: 3967.733398
	Iteration 202Q: 3 clusters Score -2.048285e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97621 members 
Mstep: Class 2 contains 102847 members 
Entering Unmasked Estep 
Score: -20482850.000000 Penalty: 3967.733398
	Iteration 203Q: 3 clusters Score -2.048285e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97609 members 
Mstep: Class 2 contains 102859 members 
Entering Unmasked Estep 
Score: -20482834.000000 Penalty: 3967.733398
	Iteration 204Q: 3 clusters Score -2.048283e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97602 members 
Mstep: Class 2 contains 102866 members 
Entering Unmasked Estep 
Score: -20482814.000000 Penalty: 3967.733398
	Iteration 205Q: 3 clusters Score -2.048281e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97595 members 
Mstep: Class 2 contains 102873 members 
Entering Unmasked Estep 
Score: -20482828.000000 Penalty: 3967.733398
	Iteration 206Q: 3 clusters Score -2.048283e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97584 members 
Mstep: Class 2 contains 102884 members 
Entering Unmasked Estep 
Score: -20482844.000000 Penalty: 3967.733398
	Iteration 207Q: 3 clusters Score -2.048284e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97570 members 
Mstep: Class 2 contains 102898 members 
Entering Unmasked Estep 
Score: -20482846.000000 Penalty: 3967.733398
	Iteration 208Q: 3 clusters Score -2.048285e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97550 members 
Mstep: Class 2 contains 102918 members 
Entering Unmasked Estep 
Score: -20482828.000000 Penalty: 3967.733398
	Iteration 209Q: 3 clusters Score -2.048283e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97534 members 
Mstep: Class 2 contains 102934 members 
Entering Unmasked Estep 
Score: -20482844.000000 Penalty: 3967.733398
	Iteration 210Q: 3 clusters Score -2.048284e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97515 members 
Mstep: Class 2 contains 102953 members 
Entering Unmasked Estep 
Score: -20482832.000000 Penalty: 3967.733398
	Iteration 211Q: 3 clusters Score -2.048283e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97501 members 
Mstep: Class 2 contains 102967 members 
Entering Unmasked Estep 
Score: -20482846.000000 Penalty: 3967.733398
	Iteration 212Q: 3 clusters Score -2.048285e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97491 members 
Mstep: Class 2 contains 102977 members 
Entering Unmasked Estep 
Score: -20482866.000000 Penalty: 3967.733398
	Iteration 213Q: 3 clusters Score -2.048287e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97487 members 
Mstep: Class 2 contains 102981 members 
Entering Unmasked Estep 
Score: -20482884.000000 Penalty: 3967.733398
	Iteration 214Q: 3 clusters Score -2.048288e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97483 members 
Mstep: Class 2 contains 102985 members 
Entering Unmasked Estep 
Score: -20482876.000000 Penalty: 3967.733398
	Iteration 215Q: 3 clusters Score -2.048288e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97474 members 
Mstep: Class 2 contains 102994 members 
Entering Unmasked Estep 
Score: -20482880.000000 Penalty: 3967.733398
	Iteration 216Q: 3 clusters Score -2.048288e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97469 members 
Mstep: Class 2 contains 102999 members 
Entering Unmasked Estep 
Score: -20482872.000000 Penalty: 3967.733398
	Iteration 217Q: 3 clusters Score -2.048287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97467 members 
Mstep: Class 2 contains 103001 members 
Entering Unmasked Estep 
Score: -20482844.000000 Penalty: 3967.733398
	Iteration 218Q: 3 clusters Score -2.048284e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97459 members 
Mstep: Class 2 contains 103009 members 
Entering Unmasked Estep 
Score: -20482838.000000 Penalty: 3967.733398
	Iteration 219Q: 3 clusters Score -2.048284e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97457 members 
Mstep: Class 2 contains 103011 members 
Entering Unmasked Estep 
Score: -20482810.000000 Penalty: 3967.733398
	Iteration 220F: 3 clusters Score -2.048281e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97446 members 
Mstep: Class 2 contains 103022 members 
Entering Unmasked Estep 
Score: -20482804.000000 Penalty: 3967.733398
	Iteration 221Q: 3 clusters Score -2.04828e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97438 members 
Mstep: Class 2 contains 103030 members 
Entering Unmasked Estep 
Score: -20482804.000000 Penalty: 3967.733398
	Iteration 222Q: 3 clusters Score -2.04828e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97430 members 
Mstep: Class 2 contains 103038 members 
Entering Unmasked Estep 
Score: -20482772.000000 Penalty: 3967.733398
	Iteration 223Q: 3 clusters Score -2.048277e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97415 members 
Mstep: Class 2 contains 103053 members 
Entering Unmasked Estep 
Score: -20482780.000000 Penalty: 3967.733398
	Iteration 224Q: 3 clusters Score -2.048278e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97400 members 
Mstep: Class 2 contains 103068 members 
Entering Unmasked Estep 
Score: -20482774.000000 Penalty: 3967.733398
	Iteration 225Q: 3 clusters Score -2.048277e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97379 members 
Mstep: Class 2 contains 103089 members 
Entering Unmasked Estep 
Score: -20482764.000000 Penalty: 3967.733398
	Iteration 226Q: 3 clusters Score -2.048276e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97371 members 
Mstep: Class 2 contains 103097 members 
Entering Unmasked Estep 
Score: -20482764.000000 Penalty: 3967.733398
	Iteration 227Q: 3 clusters Score -2.048276e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97359 members 
Mstep: Class 2 contains 103109 members 
Entering Unmasked Estep 
Score: -20482778.000000 Penalty: 3967.733398
	Iteration 228Q: 3 clusters Score -2.048278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97352 members 
Mstep: Class 2 contains 103116 members 
Entering Unmasked Estep 
Score: -20482786.000000 Penalty: 3967.733398
	Iteration 229Q: 3 clusters Score -2.048279e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97349 members 
Mstep: Class 2 contains 103119 members 
Entering Unmasked Estep 
Score: -20482780.000000 Penalty: 3967.733398
	Iteration 230Q: 3 clusters Score -2.048278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97346 members 
Mstep: Class 2 contains 103122 members 
Entering Unmasked Estep 
Score: -20482788.000000 Penalty: 3967.733398
	Iteration 231Q: 3 clusters Score -2.048279e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97342 members 
Mstep: Class 2 contains 103126 members 
Entering Unmasked Estep 
Score: -20482792.000000 Penalty: 3967.733398
	Iteration 232Q: 3 clusters Score -2.048279e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97334 members 
Mstep: Class 2 contains 103134 members 
Entering Unmasked Estep 
Score: -20482798.000000 Penalty: 3967.733398
	Iteration 233Q: 3 clusters Score -2.04828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97331 members 
Mstep: Class 2 contains 103137 members 
Entering Unmasked Estep 
Score: -20482792.000000 Penalty: 3967.733398
	Iteration 234Q: 3 clusters Score -2.048279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97328 members 
Mstep: Class 2 contains 103140 members 
Entering Unmasked Estep 
Score: -20482796.000000 Penalty: 3967.733398
	Iteration 235Q: 3 clusters Score -2.04828e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97334 members 
Mstep: Class 2 contains 103134 members 
Entering Unmasked Estep 
Score: -20482798.000000 Penalty: 3967.733398
	Iteration 236Q: 3 clusters Score -2.04828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97338 members 
Mstep: Class 2 contains 103130 members 
Entering Unmasked Estep 
Score: -20482790.000000 Penalty: 3967.733398
	Iteration 237Q: 3 clusters Score -2.048279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97343 members 
Mstep: Class 2 contains 103125 members 
Entering Unmasked Estep 
Score: -20482804.000000 Penalty: 3967.733398
	Iteration 238Q: 3 clusters Score -2.04828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97344 members 
Mstep: Class 2 contains 103124 members 
Entering Unmasked Estep 
Score: -20482796.000000 Penalty: 3967.733398
	Iteration 239Q: 3 clusters Score -2.04828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97346 members 
Mstep: Class 2 contains 103122 members 
Entering Unmasked Estep 
Score: -20482802.000000 Penalty: 3967.733398
	Iteration 240F: 3 clusters Score -2.04828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97345 members 
Mstep: Class 2 contains 103123 members 
Entering Unmasked Estep 
Score: -20482794.000000 Penalty: 3967.733398
	Iteration 241Q: 3 clusters Score -2.048279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97346 members 
Mstep: Class 2 contains 103122 members 
Entering Unmasked Estep 
Score: -20482782.000000 Penalty: 3967.733398
	Iteration 242Q: 3 clusters Score -2.048278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97342 members 
Mstep: Class 2 contains 103126 members 
Entering Unmasked Estep 
Score: -20482776.000000 Penalty: 3967.733398
	Iteration 243Q: 3 clusters Score -2.048278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97341 members 
Mstep: Class 2 contains 103127 members 
Entering Unmasked Estep 
Score: -20482774.000000 Penalty: 3967.733398
	Iteration 244Q: 3 clusters Score -2.048277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97340 members 
Mstep: Class 2 contains 103128 members 
Entering Unmasked Estep 
Score: -20482778.000000 Penalty: 3967.733398
	Iteration 245Q: 3 clusters Score -2.048278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97340 members 
Mstep: Class 2 contains 103128 members 
Entering Unmasked Estep 
Score: -20482778.000000 Penalty: 3967.733398
	Iteration 246F: 3 clusters Score -2.048278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67739 members 
Entering Unmasked Estep 
Score: -6876099.000000 Penalty: 1807.555298
	Iteration 0F: 2 clusters Score -6876099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -6831000.000000 Penalty: 3615.110596
	Iteration 0F: 3 clusters Score -6831000 nChanged 31907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -6849767.000000 Penalty: 3615.110596
	Iteration 1F: 3 clusters Score -6849767 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -6850865.500000 Penalty: 3615.110596
	Iteration 2Q: 3 clusters Score -6850866 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -6852517.500000 Penalty: 3615.110596
	Iteration 3F: 3 clusters Score -6852518 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -6854768.500000 Penalty: 3615.110596
	Iteration 4F: 3 clusters Score -6854768 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -6858125.000000 Penalty: 3615.110596
	Iteration 5F: 3 clusters Score -6858125 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 50964 members 
Entering Unmasked Estep 
Score: -6862501.500000 Penalty: 3615.110596
	Iteration 6F: 3 clusters Score -6862502 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -6866875.500000 Penalty: 3615.110596
	Iteration 7F: 3 clusters Score -6866876 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -6870195.000000 Penalty: 3615.110596
	Iteration 8Q: 3 clusters Score -6870195 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 59089 members 
Entering Unmasked Estep 
Score: -6871749.500000 Penalty: 3615.110596
	Iteration 9Q: 3 clusters Score -6871750 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 59955 members 
Entering Unmasked Estep 
Score: -6872391.000000 Penalty: 3615.110596
	Iteration 10Q: 3 clusters Score -6872391 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 60622 members 
Entering Unmasked Estep 
Score: -6872666.500000 Penalty: 3615.110596
	Iteration 11Q: 3 clusters Score -6872666 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 61222 members 
Entering Unmasked Estep 
Score: -6872886.000000 Penalty: 3615.110596
	Iteration 12Q: 3 clusters Score -6872886 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 61794 members 
Entering Unmasked Estep 
Score: -6873068.500000 Penalty: 3615.110596
	Iteration 13Q: 3 clusters Score -6873068 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
Score: -6873265.500000 Penalty: 3615.110596
	Iteration 14Q: 3 clusters Score -6873266 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -6873482.000000 Penalty: 3615.110596
	Iteration 15Q: 3 clusters Score -6873482 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 63281 members 
Entering Unmasked Estep 
Score: -6873650.000000 Penalty: 3615.110596
	Iteration 16Q: 3 clusters Score -6873650 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 63728 members 
Entering Unmasked Estep 
Score: -6873790.000000 Penalty: 3615.110596
	Iteration 17Q: 3 clusters Score -6873790 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 64094 members 
Entering Unmasked Estep 
Score: -6873949.000000 Penalty: 3615.110596
	Iteration 18Q: 3 clusters Score -6873949 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -6874064.000000 Penalty: 3615.110596
	Iteration 19Q: 3 clusters Score -6874064 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 64684 members 
Entering Unmasked Estep 
Score: -6874136.500000 Penalty: 3615.110596
	Iteration 20F: 3 clusters Score -6874136 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 64921 members 
Entering Unmasked Estep 
Score: -6874230.000000 Penalty: 3615.110596
	Iteration 21Q: 3 clusters Score -6874230 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -6874303.500000 Penalty: 3615.110596
	Iteration 22Q: 3 clusters Score -6874304 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -6874363.500000 Penalty: 3615.110596
	Iteration 23Q: 3 clusters Score -6874364 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -6874435.500000 Penalty: 3615.110596
	Iteration 24Q: 3 clusters Score -6874436 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 65686 members 
Entering Unmasked Estep 
Score: -6874493.500000 Penalty: 3615.110596
	Iteration 25Q: 3 clusters Score -6874494 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -6874555.500000 Penalty: 3615.110596
	Iteration 26Q: 3 clusters Score -6874556 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -6874613.000000 Penalty: 3615.110596
	Iteration 27Q: 3 clusters Score -6874613 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 66063 members 
Entering Unmasked Estep 
Score: -6874637.000000 Penalty: 3615.110596
	Iteration 28Q: 3 clusters Score -6874637 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -6874670.500000 Penalty: 3615.110596
	Iteration 29Q: 3 clusters Score -6874670 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 66197 members 
Entering Unmasked Estep 
Score: -6874676.000000 Penalty: 3615.110596
	Iteration 30Q: 3 clusters Score -6874676 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -6874698.000000 Penalty: 3615.110596
	Iteration 31Q: 3 clusters Score -6874698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 66286 members 
Entering Unmasked Estep 
Score: -6874700.500000 Penalty: 3615.110596
	Iteration 32Q: 3 clusters Score -6874700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 66320 members 
Entering Unmasked Estep 
Score: -6874709.000000 Penalty: 3615.110596
	Iteration 33Q: 3 clusters Score -6874709 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -6874710.000000 Penalty: 3615.110596
	Iteration 34Q: 3 clusters Score -6874710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
Score: -6874719.000000 Penalty: 3615.110596
	Iteration 35Q: 3 clusters Score -6874719 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 66407 members 
Entering Unmasked Estep 
Score: -6874715.000000 Penalty: 3615.110596
	Iteration 36Q: 3 clusters Score -6874715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 66427 members 
Entering Unmasked Estep 
Score: -6874718.500000 Penalty: 3615.110596
	Iteration 37Q: 3 clusters Score -6874718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 66446 members 
Entering Unmasked Estep 
Score: -6874732.000000 Penalty: 3615.110596
	Iteration 38Q: 3 clusters Score -6874732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -6874736.000000 Penalty: 3615.110596
	Iteration 39Q: 3 clusters Score -6874736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -6874730.500000 Penalty: 3615.110596
	Iteration 40F: 3 clusters Score -6874730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -6874750.500000 Penalty: 3615.110596
	Iteration 41Q: 3 clusters Score -6874750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 66526 members 
Entering Unmasked Estep 
Score: -6874751.500000 Penalty: 3615.110596
	Iteration 42Q: 3 clusters Score -6874752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
Score: -6874762.500000 Penalty: 3615.110596
	Iteration 43Q: 3 clusters Score -6874762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -6874777.000000 Penalty: 3615.110596
	Iteration 44Q: 3 clusters Score -6874777 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 66581 members 
Entering Unmasked Estep 
Score: -6874787.000000 Penalty: 3615.110596
	Iteration 45Q: 3 clusters Score -6874787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 66591 members 
Entering Unmasked Estep 
Score: -6874796.500000 Penalty: 3615.110596
	Iteration 46Q: 3 clusters Score -6874796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 66600 members 
Entering Unmasked Estep 
Score: -6874788.500000 Penalty: 3615.110596
	Iteration 47Q: 3 clusters Score -6874788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -6874790.000000 Penalty: 3615.110596
	Iteration 48Q: 3 clusters Score -6874790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 66625 members 
Entering Unmasked Estep 
Score: -6874797.000000 Penalty: 3615.110596
	Iteration 49Q: 3 clusters Score -6874797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 66632 members 
Entering Unmasked Estep 
Score: -6874798.000000 Penalty: 3615.110596
	Iteration 50Q: 3 clusters Score -6874798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 66641 members 
Entering Unmasked Estep 
Score: -6874802.500000 Penalty: 3615.110596
	Iteration 51Q: 3 clusters Score -6874802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 66648 members 
Entering Unmasked Estep 
Score: -6874803.000000 Penalty: 3615.110596
	Iteration 52Q: 3 clusters Score -6874803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 66651 members 
Entering Unmasked Estep 
Score: -6874806.000000 Penalty: 3615.110596
	Iteration 53Q: 3 clusters Score -6874806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -6874806.000000 Penalty: 3615.110596
	Iteration 54Q: 3 clusters Score -6874806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -6874806.000000 Penalty: 3615.110596
	Iteration 55F: 3 clusters Score -6874806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Entering Unmasked Estep 
Score: -1072867.000000 Penalty: 1502.866089
	Iteration 0F: 2 clusters Score -1072867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1065362.125000 Penalty: 3005.732178
	Iteration 0F: 3 clusters Score -1065362 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1067767.500000 Penalty: 3005.732178
	Iteration 1F: 3 clusters Score -1067768 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1068040.000000 Penalty: 3005.732178
	Iteration 2F: 3 clusters Score -1068040 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1068349.250000 Penalty: 3005.732178
	Iteration 3F: 3 clusters Score -1068349 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1068687.875000 Penalty: 3005.732178
	Iteration 4F: 3 clusters Score -1068688 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1069103.875000 Penalty: 3005.732178
	Iteration 5F: 3 clusters Score -1069104 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1069541.500000 Penalty: 3005.732178
	Iteration 6F: 3 clusters Score -1069542 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1070016.750000 Penalty: 3005.732178
	Iteration 7F: 3 clusters Score -1070017 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1070483.750000 Penalty: 3005.732178
	Iteration 8F: 3 clusters Score -1070484 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1070889.375000 Penalty: 3005.732178
	Iteration 9Q: 3 clusters Score -1070889 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1071189.250000 Penalty: 3005.732178
	Iteration 10Q: 3 clusters Score -1071189 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1071354.000000 Penalty: 3005.732178
	Iteration 11Q: 3 clusters Score -1071354 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1071438.625000 Penalty: 3005.732178
	Iteration 12Q: 3 clusters Score -1071439 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1071496.875000 Penalty: 3005.732178
	Iteration 13Q: 3 clusters Score -1071497 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1071544.625000 Penalty: 3005.732178
	Iteration 14Q: 3 clusters Score -1071545 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1071580.375000 Penalty: 3005.732178
	Iteration 15Q: 3 clusters Score -1071580 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1071604.500000 Penalty: 3005.732178
	Iteration 16Q: 3 clusters Score -1071604 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1071627.250000 Penalty: 3005.732178
	Iteration 17Q: 3 clusters Score -1071627 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1071649.500000 Penalty: 3005.732178
	Iteration 18Q: 3 clusters Score -1071650 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1071671.375000 Penalty: 3005.732178
	Iteration 19Q: 3 clusters Score -1071671 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1071692.125000 Penalty: 3005.732178
	Iteration 20F: 3 clusters Score -1071692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1071707.500000 Penalty: 3005.732178
	Iteration 21Q: 3 clusters Score -1071708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1071729.250000 Penalty: 3005.732178
	Iteration 22Q: 3 clusters Score -1071729 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1071745.625000 Penalty: 3005.732178
	Iteration 23Q: 3 clusters Score -1071746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1071761.250000 Penalty: 3005.732178
	Iteration 24Q: 3 clusters Score -1071761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1071766.125000 Penalty: 3005.732178
	Iteration 25Q: 3 clusters Score -1071766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1071771.500000 Penalty: 3005.732178
	Iteration 26Q: 3 clusters Score -1071772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1071772.125000 Penalty: 3005.732178
	Iteration 27Q: 3 clusters Score -1071772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1071774.500000 Penalty: 3005.732178
	Iteration 28Q: 3 clusters Score -1071774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1071775.500000 Penalty: 3005.732178
	Iteration 29Q: 3 clusters Score -1071776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1071780.500000 Penalty: 3005.732178
	Iteration 30Q: 3 clusters Score -1071780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1071783.250000 Penalty: 3005.732178
	Iteration 31Q: 3 clusters Score -1071783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1071783.750000 Penalty: 3005.732178
	Iteration 32Q: 3 clusters Score -1071784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1071784.625000 Penalty: 3005.732178
	Iteration 33Q: 3 clusters Score -1071785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1071789.125000 Penalty: 3005.732178
	Iteration 34Q: 3 clusters Score -1071789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1071790.875000 Penalty: 3005.732178
	Iteration 35Q: 3 clusters Score -1071791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1071793.750000 Penalty: 3005.732178
	Iteration 36Q: 3 clusters Score -1071794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1071794.750000 Penalty: 3005.732178
	Iteration 37Q: 3 clusters Score -1071795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1071796.250000 Penalty: 3005.732178
	Iteration 38Q: 3 clusters Score -1071796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1071794.875000 Penalty: 3005.732178
	Iteration 39Q: 3 clusters Score -1071795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1071798.500000 Penalty: 3005.732178
	Iteration 40F: 3 clusters Score -1071798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1071797.750000 Penalty: 3005.732178
	Iteration 41Q: 3 clusters Score -1071798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1071797.250000 Penalty: 3005.732178
	Iteration 42Q: 3 clusters Score -1071797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1071797.375000 Penalty: 3005.732178
	Iteration 43Q: 3 clusters Score -1071797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1071798.250000 Penalty: 3005.732178
	Iteration 44Q: 3 clusters Score -1071798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1071797.000000 Penalty: 3005.732178
	Iteration 45Q: 3 clusters Score -1071797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1071797.000000 Penalty: 3005.732178
	Iteration 46F: 3 clusters Score -1071797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Entering Unmasked Estep 
Score: -271099.562500 Penalty: 1304.358887
	Iteration 0F: 2 clusters Score -271099.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -268339.718750 Penalty: 2608.717773
	Iteration 0F: 3 clusters Score -268339.7 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -269120.218750 Penalty: 2608.717773
	Iteration 1F: 3 clusters Score -269120.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -269321.406250 Penalty: 2608.717773
	Iteration 2F: 3 clusters Score -269321.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -269435.593750 Penalty: 2608.717773
	Iteration 3F: 3 clusters Score -269435.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -269512.062500 Penalty: 2608.717773
	Iteration 4Q: 3 clusters Score -269512.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -269565.281250 Penalty: 2608.717773
	Iteration 5Q: 3 clusters Score -269565.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -269604.500000 Penalty: 2608.717773
	Iteration 6Q: 3 clusters Score -269604.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -269637.468750 Penalty: 2608.717773
	Iteration 7Q: 3 clusters Score -269637.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -269665.718750 Penalty: 2608.717773
	Iteration 8Q: 3 clusters Score -269665.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -269691.937500 Penalty: 2608.717773
	Iteration 9Q: 3 clusters Score -269691.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -269717.156250 Penalty: 2608.717773
	Iteration 10Q: 3 clusters Score -269717.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -269735.687500 Penalty: 2608.717773
	Iteration 11Q: 3 clusters Score -269735.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -269758.531250 Penalty: 2608.717773
	Iteration 12Q: 3 clusters Score -269758.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -269789.312500 Penalty: 2608.717773
	Iteration 13Q: 3 clusters Score -269789.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -269825.312500 Penalty: 2608.717773
	Iteration 14Q: 3 clusters Score -269825.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -269867.843750 Penalty: 2608.717773
	Iteration 15Q: 3 clusters Score -269867.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -269904.625000 Penalty: 2608.717773
	Iteration 16Q: 3 clusters Score -269904.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -269950.468750 Penalty: 2608.717773
	Iteration 17Q: 3 clusters Score -269950.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -270001.281250 Penalty: 2608.717773
	Iteration 18Q: 3 clusters Score -270001.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -270047.875000 Penalty: 2608.717773
	Iteration 19Q: 3 clusters Score -270047.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -270095.375000 Penalty: 2608.717773
	Iteration 20F: 3 clusters Score -270095.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -270134.187500 Penalty: 2608.717773
	Iteration 21Q: 3 clusters Score -270134.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -270163.406250 Penalty: 2608.717773
	Iteration 22Q: 3 clusters Score -270163.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -270194.375000 Penalty: 2608.717773
	Iteration 23Q: 3 clusters Score -270194.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -270216.281250 Penalty: 2608.717773
	Iteration 24Q: 3 clusters Score -270216.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -270233.250000 Penalty: 2608.717773
	Iteration 25Q: 3 clusters Score -270233.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -270242.843750 Penalty: 2608.717773
	Iteration 26Q: 3 clusters Score -270242.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -270252.281250 Penalty: 2608.717773
	Iteration 27Q: 3 clusters Score -270252.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -270257.593750 Penalty: 2608.717773
	Iteration 28Q: 3 clusters Score -270257.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -270261.156250 Penalty: 2608.717773
	Iteration 29Q: 3 clusters Score -270261.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -270264.500000 Penalty: 2608.717773
	Iteration 30Q: 3 clusters Score -270264.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -270268.312500 Penalty: 2608.717773
	Iteration 31Q: 3 clusters Score -270268.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -270271.781250 Penalty: 2608.717773
	Iteration 32Q: 3 clusters Score -270271.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -270274.593750 Penalty: 2608.717773
	Iteration 33Q: 3 clusters Score -270274.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -270276.593750 Penalty: 2608.717773
	Iteration 34Q: 3 clusters Score -270276.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -270278.781250 Penalty: 2608.717773
	Iteration 35Q: 3 clusters Score -270278.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -270279.781250 Penalty: 2608.717773
	Iteration 36Q: 3 clusters Score -270279.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -270281.218750 Penalty: 2608.717773
	Iteration 37Q: 3 clusters Score -270281.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -270281.937500 Penalty: 2608.717773
	Iteration 38Q: 3 clusters Score -270281.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -270283.375000 Penalty: 2608.717773
	Iteration 39Q: 3 clusters Score -270283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -270284.875000 Penalty: 2608.717773
	Iteration 40F: 3 clusters Score -270284.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -270285.031250 Penalty: 2608.717773
	Iteration 41Q: 3 clusters Score -270285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -270284.937500 Penalty: 2608.717773
	Iteration 42Q: 3 clusters Score -270284.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -270285.875000 Penalty: 2608.717773
	Iteration 43Q: 3 clusters Score -270285.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -270286.062500 Penalty: 2608.717773
	Iteration 44Q: 3 clusters Score -270286.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -270286.906250 Penalty: 2608.717773
	Iteration 45Q: 3 clusters Score -270286.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -270286.468750 Penalty: 2608.717773
	Iteration 46Q: 3 clusters Score -270286.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -270286.468750 Penalty: 2608.717773
	Iteration 47F: 3 clusters Score -270286.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62780 members 
Entering Unmasked Estep 
Score: -6381559.500000 Penalty: 1795.201172
	Iteration 0F: 2 clusters Score -6381560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -6339473.000000 Penalty: 3590.402344
	Iteration 0F: 3 clusters Score -6339473 nChanged 29752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -6356510.500000 Penalty: 3590.402344
	Iteration 1F: 3 clusters Score -6356510 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -6357289.000000 Penalty: 3590.402344
	Iteration 2Q: 3 clusters Score -6357289 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -6358127.500000 Penalty: 3590.402344
	Iteration 3Q: 3 clusters Score -6358128 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -6359478.500000 Penalty: 3590.402344
	Iteration 4Q: 3 clusters Score -6359478 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -6361444.000000 Penalty: 3590.402344
	Iteration 5F: 3 clusters Score -6361444 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -6363877.500000 Penalty: 3590.402344
	Iteration 6F: 3 clusters Score -6363878 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -6366819.500000 Penalty: 3590.402344
	Iteration 7F: 3 clusters Score -6366820 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -6369998.500000 Penalty: 3590.402344
	Iteration 8F: 3 clusters Score -6369998 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -6372622.000000 Penalty: 3590.402344
	Iteration 9F: 3 clusters Score -6372622 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -6374205.000000 Penalty: 3590.402344
	Iteration 10Q: 3 clusters Score -6374205 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -6375044.500000 Penalty: 3590.402344
	Iteration 11Q: 3 clusters Score -6375044 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -6375615.500000 Penalty: 3590.402344
	Iteration 12Q: 3 clusters Score -6375616 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -6376001.500000 Penalty: 3590.402344
	Iteration 13Q: 3 clusters Score -6376002 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -6376376.500000 Penalty: 3590.402344
	Iteration 14Q: 3 clusters Score -6376376 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -6376716.000000 Penalty: 3590.402344
	Iteration 15Q: 3 clusters Score -6376716 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -6377030.000000 Penalty: 3590.402344
	Iteration 16Q: 3 clusters Score -6377030 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -6377289.500000 Penalty: 3590.402344
	Iteration 17Q: 3 clusters Score -6377290 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -6377585.500000 Penalty: 3590.402344
	Iteration 18Q: 3 clusters Score -6377586 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -6377844.500000 Penalty: 3590.402344
	Iteration 19Q: 3 clusters Score -6377844 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -6378056.500000 Penalty: 3590.402344
	Iteration 20F: 3 clusters Score -6378056 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -6378324.500000 Penalty: 3590.402344
	Iteration 21Q: 3 clusters Score -6378324 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -6378484.500000 Penalty: 3590.402344
	Iteration 22Q: 3 clusters Score -6378484 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -6378694.500000 Penalty: 3590.402344
	Iteration 23Q: 3 clusters Score -6378694 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -6378847.000000 Penalty: 3590.402344
	Iteration 24Q: 3 clusters Score -6378847 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 55389 members 
Entering Unmasked Estep 
Score: -6379034.000000 Penalty: 3590.402344
	Iteration 25Q: 3 clusters Score -6379034 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -6379199.000000 Penalty: 3590.402344
	Iteration 26Q: 3 clusters Score -6379199 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -6379333.500000 Penalty: 3590.402344
	Iteration 27Q: 3 clusters Score -6379334 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -6379472.000000 Penalty: 3590.402344
	Iteration 28Q: 3 clusters Score -6379472 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -6379581.000000 Penalty: 3590.402344
	Iteration 29Q: 3 clusters Score -6379581 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -6379673.500000 Penalty: 3590.402344
	Iteration 30Q: 3 clusters Score -6379674 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 57876 members 
Entering Unmasked Estep 
Score: -6379752.500000 Penalty: 3590.402344
	Iteration 31Q: 3 clusters Score -6379752 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 58201 members 
Entering Unmasked Estep 
Score: -6379859.500000 Penalty: 3590.402344
	Iteration 32Q: 3 clusters Score -6379860 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 58522 members 
Entering Unmasked Estep 
Score: -6379952.500000 Penalty: 3590.402344
	Iteration 33Q: 3 clusters Score -6379952 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 58819 members 
Entering Unmasked Estep 
Score: -6380036.000000 Penalty: 3590.402344
	Iteration 34Q: 3 clusters Score -6380036 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 59075 members 
Entering Unmasked Estep 
Score: -6380095.000000 Penalty: 3590.402344
	Iteration 35Q: 3 clusters Score -6380095 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 59336 members 
Entering Unmasked Estep 
Score: -6380150.500000 Penalty: 3590.402344
	Iteration 36Q: 3 clusters Score -6380150 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 59550 members 
Entering Unmasked Estep 
Score: -6380185.000000 Penalty: 3590.402344
	Iteration 37Q: 3 clusters Score -6380185 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -6380252.000000 Penalty: 3590.402344
	Iteration 38Q: 3 clusters Score -6380252 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 59926 members 
Entering Unmasked Estep 
Score: -6380312.000000 Penalty: 3590.402344
	Iteration 39Q: 3 clusters Score -6380312 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 60095 members 
Entering Unmasked Estep 
Score: -6380367.000000 Penalty: 3590.402344
	Iteration 40F: 3 clusters Score -6380367 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 60226 members 
Entering Unmasked Estep 
Score: -6380397.000000 Penalty: 3590.402344
	Iteration 41Q: 3 clusters Score -6380397 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -6380431.500000 Penalty: 3590.402344
	Iteration 42Q: 3 clusters Score -6380432 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 60467 members 
Entering Unmasked Estep 
Score: -6380474.000000 Penalty: 3590.402344
	Iteration 43Q: 3 clusters Score -6380474 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 60568 members 
Entering Unmasked Estep 
Score: -6380530.000000 Penalty: 3590.402344
	Iteration 44Q: 3 clusters Score -6380530 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 60658 members 
Entering Unmasked Estep 
Score: -6380523.000000 Penalty: 3590.402344
	Iteration 45Q: 3 clusters Score -6380523 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -6380532.000000 Penalty: 3590.402344
	Iteration 46Q: 3 clusters Score -6380532 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 60796 members 
Entering Unmasked Estep 
Score: -6380552.000000 Penalty: 3590.402344
	Iteration 47Q: 3 clusters Score -6380552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
Score: -6380563.500000 Penalty: 3590.402344
	Iteration 48Q: 3 clusters Score -6380564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 60867 members 
Entering Unmasked Estep 
Score: -6380564.000000 Penalty: 3590.402344
	Iteration 49Q: 3 clusters Score -6380564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -6380568.500000 Penalty: 3590.402344
	Iteration 50Q: 3 clusters Score -6380568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 60904 members 
Entering Unmasked Estep 
Score: -6380575.000000 Penalty: 3590.402344
	Iteration 51Q: 3 clusters Score -6380575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -6380581.000000 Penalty: 3590.402344
	Iteration 52Q: 3 clusters Score -6380581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -6380581.500000 Penalty: 3590.402344
	Iteration 53Q: 3 clusters Score -6380582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -6380578.000000 Penalty: 3590.402344
	Iteration 54Q: 3 clusters Score -6380578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 60991 members 
Entering Unmasked Estep 
Score: -6380590.000000 Penalty: 3590.402344
	Iteration 55Q: 3 clusters Score -6380590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 61006 members 
Entering Unmasked Estep 
Score: -6380595.000000 Penalty: 3590.402344
	Iteration 56Q: 3 clusters Score -6380595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -6380604.000000 Penalty: 3590.402344
	Iteration 57Q: 3 clusters Score -6380604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 61026 members 
Entering Unmasked Estep 
Score: -6380601.500000 Penalty: 3590.402344
	Iteration 58Q: 3 clusters Score -6380602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -6380613.500000 Penalty: 3590.402344
	Iteration 59Q: 3 clusters Score -6380614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -6380612.000000 Penalty: 3590.402344
	Iteration 60F: 3 clusters Score -6380612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 61059 members 
Entering Unmasked Estep 
Score: -6380613.000000 Penalty: 3590.402344
	Iteration 61Q: 3 clusters Score -6380613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -6380612.500000 Penalty: 3590.402344
	Iteration 62Q: 3 clusters Score -6380612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -6380623.500000 Penalty: 3590.402344
	Iteration 63Q: 3 clusters Score -6380624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 61089 members 
Entering Unmasked Estep 
Score: -6380618.500000 Penalty: 3590.402344
	Iteration 64Q: 3 clusters Score -6380618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -6380621.000000 Penalty: 3590.402344
	Iteration 65Q: 3 clusters Score -6380621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -6380625.000000 Penalty: 3590.402344
	Iteration 66Q: 3 clusters Score -6380625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -6380620.500000 Penalty: 3590.402344
	Iteration 67Q: 3 clusters Score -6380620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 61143 members 
Entering Unmasked Estep 
Score: -6380629.500000 Penalty: 3590.402344
	Iteration 68Q: 3 clusters Score -6380630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 61153 members 
Entering Unmasked Estep 
Score: -6380637.000000 Penalty: 3590.402344
	Iteration 69Q: 3 clusters Score -6380637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -6380635.000000 Penalty: 3590.402344
	Iteration 70Q: 3 clusters Score -6380635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -6380638.500000 Penalty: 3590.402344
	Iteration 71Q: 3 clusters Score -6380638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 61166 members 
Entering Unmasked Estep 
Score: -6380640.500000 Penalty: 3590.402344
	Iteration 72Q: 3 clusters Score -6380640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -6380645.000000 Penalty: 3590.402344
	Iteration 73Q: 3 clusters Score -6380645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -6380647.500000 Penalty: 3590.402344
	Iteration 74Q: 3 clusters Score -6380648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -6380646.500000 Penalty: 3590.402344
	Iteration 75Q: 3 clusters Score -6380646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -6380646.500000 Penalty: 3590.402344
	Iteration 76F: 3 clusters Score -6380646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (211311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211311 members 
Entering Unmasked Estep 
Score: -21598668.000000 Penalty: 1992.426514
	Iteration 0F: 2 clusters Score -2.159867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105690 members 
Mstep: Class 2 contains 105621 members 
Entering Unmasked Estep 
Score: -21486926.000000 Penalty: 3984.853027
	Iteration 0F: 3 clusters Score -2.148693e+07 nChanged 102536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104538 members 
Mstep: Class 2 contains 106773 members 
Entering Unmasked Estep 
Score: -21548472.000000 Penalty: 3984.853027
	Iteration 1F: 3 clusters Score -2.154847e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103903 members 
Mstep: Class 2 contains 107408 members 
Entering Unmasked Estep 
Score: -21550608.000000 Penalty: 3984.853027
	Iteration 2Q: 3 clusters Score -2.155061e+07 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102781 members 
Mstep: Class 2 contains 108530 members 
Entering Unmasked Estep 
Score: -21553442.000000 Penalty: 3984.853027
	Iteration 3Q: 3 clusters Score -2.155344e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100943 members 
Mstep: Class 2 contains 110368 members 
Entering Unmasked Estep 
Score: -21557688.000000 Penalty: 3984.853027
	Iteration 4Q: 3 clusters Score -2.155769e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98218 members 
Mstep: Class 2 contains 113093 members 
Entering Unmasked Estep 
Score: -21563118.000000 Penalty: 3984.853027
	Iteration 5F: 3 clusters Score -2.156312e+07 nChanged 12255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94737 members 
Mstep: Class 2 contains 116574 members 
Entering Unmasked Estep 
Score: -21570370.000000 Penalty: 3984.853027
	Iteration 6F: 3 clusters Score -2.157037e+07 nChanged 13073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90728 members 
Mstep: Class 2 contains 120583 members 
Entering Unmasked Estep 
Score: -21579734.000000 Penalty: 3984.853027
	Iteration 7F: 3 clusters Score -2.157973e+07 nChanged 13059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87121 members 
Mstep: Class 2 contains 124190 members 
Entering Unmasked Estep 
Score: -21589844.000000 Penalty: 3984.853027
	Iteration 8F: 3 clusters Score -2.158984e+07 nChanged 11610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84269 members 
Mstep: Class 2 contains 127042 members 
Entering Unmasked Estep 
Score: -21597368.000000 Penalty: 3984.853027
	Iteration 9F: 3 clusters Score -2.159737e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82020 members 
Mstep: Class 2 contains 129291 members 
Entering Unmasked Estep 
Score: -21601156.000000 Penalty: 3984.853027
	Iteration 10Q: 3 clusters Score -2.160116e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79943 members 
Mstep: Class 2 contains 131368 members 
Entering Unmasked Estep 
Score: -21602580.000000 Penalty: 3984.853027
	Iteration 11Q: 3 clusters Score -2.160258e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77825 members 
Mstep: Class 2 contains 133486 members 
Entering Unmasked Estep 
Score: -21603528.000000 Penalty: 3984.853027
	Iteration 12Q: 3 clusters Score -2.160353e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75555 members 
Mstep: Class 2 contains 135756 members 
Entering Unmasked Estep 
Score: -21604676.000000 Penalty: 3984.853027
	Iteration 13Q: 3 clusters Score -2.160468e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73194 members 
Mstep: Class 2 contains 138117 members 
Entering Unmasked Estep 
Score: -21605590.000000 Penalty: 3984.853027
	Iteration 14Q: 3 clusters Score -2.160559e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70704 members 
Mstep: Class 2 contains 140607 members 
Entering Unmasked Estep 
Score: -21606334.000000 Penalty: 3984.853027
	Iteration 15Q: 3 clusters Score -2.160633e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68060 members 
Mstep: Class 2 contains 143251 members 
Entering Unmasked Estep 
Score: -21607016.000000 Penalty: 3984.853027
	Iteration 16Q: 3 clusters Score -2.160702e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 145818 members 
Entering Unmasked Estep 
Score: -21607570.000000 Penalty: 3984.853027
	Iteration 17Q: 3 clusters Score -2.160757e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62906 members 
Mstep: Class 2 contains 148405 members 
Entering Unmasked Estep 
Score: -21607884.000000 Penalty: 3984.853027
	Iteration 18Q: 3 clusters Score -2.160788e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60223 members 
Mstep: Class 2 contains 151088 members 
Entering Unmasked Estep 
Score: -21608320.000000 Penalty: 3984.853027
	Iteration 19Q: 3 clusters Score -2.160832e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57464 members 
Mstep: Class 2 contains 153847 members 
Entering Unmasked Estep 
Score: -21608570.000000 Penalty: 3984.853027
	Iteration 20F: 3 clusters Score -2.160857e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 156527 members 
Entering Unmasked Estep 
Score: -21608650.000000 Penalty: 3984.853027
	Iteration 21Q: 3 clusters Score -2.160865e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 159256 members 
Entering Unmasked Estep 
Score: -21608680.000000 Penalty: 3984.853027
	Iteration 22Q: 3 clusters Score -2.160868e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 161972 members 
Entering Unmasked Estep 
Score: -21608652.000000 Penalty: 3984.853027
	Iteration 23Q: 3 clusters Score -2.160865e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 164564 members 
Entering Unmasked Estep 
Score: -21608580.000000 Penalty: 3984.853027
	Iteration 24Q: 3 clusters Score -2.160858e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 167080 members 
Entering Unmasked Estep 
Score: -21608258.000000 Penalty: 3984.853027
	Iteration 25Q: 3 clusters Score -2.160826e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 169441 members 
Entering Unmasked Estep 
Score: -21608080.000000 Penalty: 3984.853027
	Iteration 26Q: 3 clusters Score -2.160808e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 171645 members 
Entering Unmasked Estep 
Score: -21607836.000000 Penalty: 3984.853027
	Iteration 27Q: 3 clusters Score -2.160784e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 173885 members 
Entering Unmasked Estep 
Score: -21607382.000000 Penalty: 3984.853027
	Iteration 28Q: 3 clusters Score -2.160738e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 176160 members 
Entering Unmasked Estep 
Score: -21606742.000000 Penalty: 3984.853027
	Iteration 29Q: 3 clusters Score -2.160674e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 178458 members 
Entering Unmasked Estep 
Score: -21606208.000000 Penalty: 3984.853027
	Iteration 30Q: 3 clusters Score -2.160621e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 180714 members 
Entering Unmasked Estep 
Score: -21605404.000000 Penalty: 3984.853027
	Iteration 31Q: 3 clusters Score -2.16054e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 182968 members 
Entering Unmasked Estep 
Score: -21604886.000000 Penalty: 3984.853027
	Iteration 32Q: 3 clusters Score -2.160489e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 185081 members 
Entering Unmasked Estep 
Score: -21604242.000000 Penalty: 3984.853027
	Iteration 33Q: 3 clusters Score -2.160424e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 187055 members 
Entering Unmasked Estep 
Score: -21603688.000000 Penalty: 3984.853027
	Iteration 34Q: 3 clusters Score -2.160369e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 188984 members 
Entering Unmasked Estep 
Score: -21603112.000000 Penalty: 3984.853027
	Iteration 35Q: 3 clusters Score -2.160311e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 190800 members 
Entering Unmasked Estep 
Score: -21602714.000000 Penalty: 3984.853027
	Iteration 36Q: 3 clusters Score -2.160271e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 192460 members 
Entering Unmasked Estep 
Score: -21602254.000000 Penalty: 3984.853027
	Iteration 37Q: 3 clusters Score -2.160225e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 194054 members 
Entering Unmasked Estep 
Score: -21601810.000000 Penalty: 3984.853027
	Iteration 38Q: 3 clusters Score -2.160181e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 195495 members 
Entering Unmasked Estep 
Score: -21601320.000000 Penalty: 3984.853027
	Iteration 39Q: 3 clusters Score -2.160132e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 196810 members 
Entering Unmasked Estep 
Score: -21600840.000000 Penalty: 3984.853027
	Iteration 40F: 3 clusters Score -2.160084e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 198088 members 
Entering Unmasked Estep 
Score: -21600466.000000 Penalty: 3984.853027
	Iteration 41Q: 3 clusters Score -2.160047e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 199281 members 
Entering Unmasked Estep 
Score: -21600126.000000 Penalty: 3984.853027
	Iteration 42Q: 3 clusters Score -2.160013e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 200377 members 
Entering Unmasked Estep 
Score: -21599782.000000 Penalty: 3984.853027
	Iteration 43Q: 3 clusters Score -2.159978e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 201392 members 
Entering Unmasked Estep 
Score: -21599594.000000 Penalty: 3984.853027
	Iteration 44Q: 3 clusters Score -2.159959e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 202373 members 
Entering Unmasked Estep 
Score: -21599398.000000 Penalty: 3984.853027
	Iteration 45Q: 3 clusters Score -2.15994e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 203262 members 
Entering Unmasked Estep 
Score: -21599194.000000 Penalty: 3984.853027
	Iteration 46Q: 3 clusters Score -2.159919e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 204101 members 
Entering Unmasked Estep 
Score: -21599066.000000 Penalty: 3984.853027
	Iteration 47Q: 3 clusters Score -2.159907e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 204853 members 
Entering Unmasked Estep 
Score: -21598870.000000 Penalty: 3984.853027
	Iteration 48Q: 3 clusters Score -2.159887e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 205527 members 
Entering Unmasked Estep 
Score: -21598766.000000 Penalty: 3984.853027
	Iteration 49Q: 3 clusters Score -2.159877e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 206089 members 
Entering Unmasked Estep 
Score: -21598684.000000 Penalty: 3984.853027
	Iteration 50Q: 3 clusters Score -2.159868e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 206581 members 
Entering Unmasked Estep 
Score: -21598566.000000 Penalty: 3984.853027
	Iteration 51Q: 3 clusters Score -2.159857e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 207027 members 
Entering Unmasked Estep 
Score: -21598576.000000 Penalty: 3984.853027
	Iteration 52Q: 3 clusters Score -2.159858e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 207416 members 
Entering Unmasked Estep 
Score: -21598472.000000 Penalty: 3984.853027
	Iteration 53Q: 3 clusters Score -2.159847e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 207760 members 
Entering Unmasked Estep 
Score: -21598406.000000 Penalty: 3984.853027
	Iteration 54Q: 3 clusters Score -2.159841e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 208048 members 
Entering Unmasked Estep 
Score: -21598360.000000 Penalty: 3984.853027
	Iteration 55Q: 3 clusters Score -2.159836e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 208311 members 
Entering Unmasked Estep 
Score: -21598368.000000 Penalty: 3984.853027
	Iteration 56Q: 3 clusters Score -2.159837e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 208542 members 
Entering Unmasked Estep 
Score: -21598354.000000 Penalty: 3984.853027
	Iteration 57Q: 3 clusters Score -2.159835e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 208746 members 
Entering Unmasked Estep 
Score: -21598340.000000 Penalty: 3984.853027
	Iteration 58Q: 3 clusters Score -2.159834e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 208909 members 
Entering Unmasked Estep 
Score: -21598350.000000 Penalty: 3984.853027
	Iteration 59Q: 3 clusters Score -2.159835e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 209064 members 
Entering Unmasked Estep 
Score: -21598348.000000 Penalty: 3984.853027
	Iteration 60F: 3 clusters Score -2.159835e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 209195 members 
Entering Unmasked Estep 
Score: -21598306.000000 Penalty: 3984.853027
	Iteration 61Q: 3 clusters Score -2.159831e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 209295 members 
Entering Unmasked Estep 
Score: -21598266.000000 Penalty: 3984.853027
	Iteration 62Q: 3 clusters Score -2.159827e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 209373 members 
Entering Unmasked Estep 
Score: -21598274.000000 Penalty: 3984.853027
	Iteration 63Q: 3 clusters Score -2.159827e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 209441 members 
Entering Unmasked Estep 
Score: -21598222.000000 Penalty: 3984.853027
	Iteration 64Q: 3 clusters Score -2.159822e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 209494 members 
Entering Unmasked Estep 
Score: -21598226.000000 Penalty: 3984.853027
	Iteration 65Q: 3 clusters Score -2.159823e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 209543 members 
Entering Unmasked Estep 
Score: -21598174.000000 Penalty: 3984.853027
	Iteration 66Q: 3 clusters Score -2.159817e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 209598 members 
Entering Unmasked Estep 
Score: -21598148.000000 Penalty: 3984.853027
	Iteration 67Q: 3 clusters Score -2.159815e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 209642 members 
Entering Unmasked Estep 
Score: -21598120.000000 Penalty: 3984.853027
	Iteration 68Q: 3 clusters Score -2.159812e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 209672 members 
Entering Unmasked Estep 
Score: -21598128.000000 Penalty: 3984.853027
	Iteration 69Q: 3 clusters Score -2.159813e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 209697 members 
Entering Unmasked Estep 
Score: -21598122.000000 Penalty: 3984.853027
	Iteration 70Q: 3 clusters Score -2.159812e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 209719 members 
Entering Unmasked Estep 
Score: -21598082.000000 Penalty: 3984.853027
	Iteration 71Q: 3 clusters Score -2.159808e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 209744 members 
Entering Unmasked Estep 
Score: -21598072.000000 Penalty: 3984.853027
	Iteration 72Q: 3 clusters Score -2.159807e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 209761 members 
Entering Unmasked Estep 
Score: -21598060.000000 Penalty: 3984.853027
	Iteration 73Q: 3 clusters Score -2.159806e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 209780 members 
Entering Unmasked Estep 
Score: -21598082.000000 Penalty: 3984.853027
	Iteration 74Q: 3 clusters Score -2.159808e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 209793 members 
Entering Unmasked Estep 
Score: -21598076.000000 Penalty: 3984.853027
	Iteration 75Q: 3 clusters Score -2.159808e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 209805 members 
Entering Unmasked Estep 
Score: -21598058.000000 Penalty: 3984.853027
	Iteration 76Q: 3 clusters Score -2.159806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 209816 members 
Entering Unmasked Estep 
Score: -21598038.000000 Penalty: 3984.853027
	Iteration 77Q: 3 clusters Score -2.159804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 209824 members 
Entering Unmasked Estep 
Score: -21598040.000000 Penalty: 3984.853027
	Iteration 78Q: 3 clusters Score -2.159804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 209827 members 
Entering Unmasked Estep 
Score: -21598040.000000 Penalty: 3984.853027
	Iteration 79Q: 3 clusters Score -2.159804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 209832 members 
Entering Unmasked Estep 
Score: -21598034.000000 Penalty: 3984.853027
	Iteration 80F: 3 clusters Score -2.159803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 209837 members 
Entering Unmasked Estep 
Score: -21598034.000000 Penalty: 3984.853027
	Iteration 81Q: 3 clusters Score -2.159803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 209841 members 
Entering Unmasked Estep 
Score: -21598048.000000 Penalty: 3984.853027
	Iteration 82Q: 3 clusters Score -2.159805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 209842 members 
Entering Unmasked Estep 
Score: -21598034.000000 Penalty: 3984.853027
	Iteration 83Q: 3 clusters Score -2.159803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 209843 members 
Entering Unmasked Estep 
Score: -21598036.000000 Penalty: 3984.853027
	Iteration 84Q: 3 clusters Score -2.159804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 209847 members 
Entering Unmasked Estep 
Score: -21598028.000000 Penalty: 3984.853027
	Iteration 85Q: 3 clusters Score -2.159803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 209851 members 
Entering Unmasked Estep 
Score: -21598026.000000 Penalty: 3984.853027
	Iteration 86Q: 3 clusters Score -2.159803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 209854 members 
Entering Unmasked Estep 
Score: -21598020.000000 Penalty: 3984.853027
	Iteration 87Q: 3 clusters Score -2.159802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 209857 members 
Entering Unmasked Estep 
Score: -21598028.000000 Penalty: 3984.853027
	Iteration 88Q: 3 clusters Score -2.159803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 209861 members 
Entering Unmasked Estep 
Score: -21598020.000000 Penalty: 3984.853027
	Iteration 89Q: 3 clusters Score -2.159802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 209864 members 
Entering Unmasked Estep 
Score: -21598026.000000 Penalty: 3984.853027
	Iteration 90Q: 3 clusters Score -2.159803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 209867 members 
Entering Unmasked Estep 
Score: -21598032.000000 Penalty: 3984.853027
	Iteration 91Q: 3 clusters Score -2.159803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 209871 members 
Entering Unmasked Estep 
Score: -21598022.000000 Penalty: 3984.853027
	Iteration 92Q: 3 clusters Score -2.159802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 209875 members 
Entering Unmasked Estep 
Score: -21598020.000000 Penalty: 3984.853027
	Iteration 93Q: 3 clusters Score -2.159802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 209875 members 
Entering Unmasked Estep 
Score: -21598020.000000 Penalty: 3984.853027
	Iteration 94Q: 3 clusters Score -2.159802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 209877 members 
Entering Unmasked Estep 
Score: -21598022.000000 Penalty: 3984.853027
	Iteration 95Q: 3 clusters Score -2.159802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 209878 members 
Entering Unmasked Estep 
Score: -21598022.000000 Penalty: 3984.853027
	Iteration 96Q: 3 clusters Score -2.159802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 209879 members 
Entering Unmasked Estep 
Score: -21598022.000000 Penalty: 3984.853027
	Iteration 97Q: 3 clusters Score -2.159802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 209879 members 
Entering Unmasked Estep 
Score: -21598022.000000 Penalty: 3984.853027
	Iteration 98F: 3 clusters Score -2.159802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 186112 members 
Mstep: Class 4 contains 140432 members 
Mstep: Class 5 contains 38586 members 
Mstep: Class 7 contains 6485 members 
Mstep: Class 8 contains 3329 members 
Mstep: Class 9 contains 155500 members 
Mstep: Class 10 contains 2986 members 
Mstep: Class 11 contains 164202 members 
Mstep: Class 12 contains 200468 members 
Mstep: Class 16 contains 67739 members 
Mstep: Class 17 contains 10388 members 
Mstep: Class 20 contains 3062 members 
Mstep: Class 21 contains 62780 members 
Mstep: Class 22 contains 211311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921432.000000 Penalty: 36575.996094
Iteration 439Q: 17 clusters Score -1.279214e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 9680 members 
Mstep: Class 3 contains 186099 members 
Mstep: Class 4 contains 140550 members 
Mstep: Class 5 contains 38653 members 
Mstep: Class 7 contains 6483 members 
Mstep: Class 8 contains 3328 members 
Mstep: Class 9 contains 155509 members 
Mstep: Class 10 contains 2989 members 
Mstep: Class 11 contains 164214 members 
Mstep: Class 12 contains 200523 members 
Mstep: Class 16 contains 67740 members 
Mstep: Class 17 contains 10421 members 
Mstep: Class 20 contains 3062 members 
Mstep: Class 21 contains 62779 members 
Mstep: Class 22 contains 211027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921424.000000 Penalty: 36575.996094
Iteration 440F: 17 clusters Score -1.279214e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 9688 members 
Mstep: Class 3 contains 186072 members 
Mstep: Class 4 contains 140657 members 
Mstep: Class 5 contains 38715 members 
Mstep: Class 7 contains 6479 members 
Mstep: Class 8 contains 3325 members 
Mstep: Class 9 contains 155514 members 
Mstep: Class 10 contains 2990 members 
Mstep: Class 11 contains 164243 members 
Mstep: Class 12 contains 200599 members 
Mstep: Class 16 contains 67739 members 
Mstep: Class 17 contains 10462 members 
Mstep: Class 20 contains 3061 members 
Mstep: Class 21 contains 62770 members 
Mstep: Class 22 contains 210745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921544.000000 Penalty: 36575.996094
Iteration 441Q: 17 clusters Score -1.279215e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 9694 members 
Mstep: Class 3 contains 186012 members 
Mstep: Class 4 contains 140779 members 
Mstep: Class 5 contains 38782 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 3319 members 
Mstep: Class 9 contains 155515 members 
Mstep: Class 10 contains 2990 members 
Mstep: Class 11 contains 164301 members 
Mstep: Class 12 contains 200686 members 
Mstep: Class 16 contains 67741 members 
Mstep: Class 17 contains 10504 members 
Mstep: Class 20 contains 3061 members 
Mstep: Class 21 contains 62755 members 
Mstep: Class 22 contains 210442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921680.000000 Penalty: 36575.996094
Iteration 442Q: 17 clusters Score -1.279217e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 9698 members 
Mstep: Class 3 contains 185963 members 
Mstep: Class 4 contains 140875 members 
Mstep: Class 5 contains 38852 members 
Mstep: Class 7 contains 6461 members 
Mstep: Class 8 contains 3313 members 
Mstep: Class 9 contains 155539 members 
Mstep: Class 10 contains 2990 members 
Mstep: Class 11 contains 164352 members 
Mstep: Class 12 contains 200745 members 
Mstep: Class 16 contains 67734 members 
Mstep: Class 17 contains 10550 members 
Mstep: Class 20 contains 3064 members 
Mstep: Class 21 contains 62750 members 
Mstep: Class 22 contains 210170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921664.000000 Penalty: 36575.996094
Iteration 443Q: 17 clusters Score -1.279217e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 9705 members 
Mstep: Class 3 contains 185908 members 
Mstep: Class 4 contains 140981 members 
Mstep: Class 5 contains 38933 members 
Mstep: Class 7 contains 6454 members 
Mstep: Class 8 contains 3307 members 
Mstep: Class 9 contains 155556 members 
Mstep: Class 10 contains 2991 members 
Mstep: Class 11 contains 164388 members 
Mstep: Class 12 contains 200803 members 
Mstep: Class 16 contains 67736 members 
Mstep: Class 17 contains 10601 members 
Mstep: Class 20 contains 3068 members 
Mstep: Class 21 contains 62743 members 
Mstep: Class 22 contains 209879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921848.000000 Penalty: 36575.996094
Iteration 444Q: 17 clusters Score -1.279218e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 9712 members 
Mstep: Class 3 contains 185880 members 
Mstep: Class 4 contains 141101 members 
Mstep: Class 5 contains 39001 members 
Mstep: Class 7 contains 6446 members 
Mstep: Class 8 contains 3302 members 
Mstep: Class 9 contains 155589 members 
Mstep: Class 10 contains 2992 members 
Mstep: Class 11 contains 164384 members 
Mstep: Class 12 contains 200855 members 
Mstep: Class 16 contains 67730 members 
Mstep: Class 17 contains 10666 members 
Mstep: Class 20 contains 3071 members 
Mstep: Class 21 contains 62740 members 
Mstep: Class 22 contains 209579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922208.000000 Penalty: 36575.996094
Iteration 445Q: 17 clusters Score -1.279222e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 9716 members 
Mstep: Class 3 contains 185851 members 
Mstep: Class 4 contains 141206 members 
Mstep: Class 5 contains 39073 members 
Mstep: Class 7 contains 6431 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 155611 members 
Mstep: Class 10 contains 2992 members 
Mstep: Class 11 contains 164377 members 
Mstep: Class 12 contains 200933 members 
Mstep: Class 16 contains 67731 members 
Mstep: Class 17 contains 10732 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 21 contains 62751 members 
Mstep: Class 22 contains 209270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922096.000000 Penalty: 36575.996094
Iteration 446Q: 17 clusters Score -1.279221e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 9721 members 
Mstep: Class 3 contains 185789 members 
Mstep: Class 4 contains 141300 members 
Mstep: Class 5 contains 39125 members 
Mstep: Class 7 contains 6429 members 
Mstep: Class 8 contains 3290 members 
Mstep: Class 9 contains 155662 members 
Mstep: Class 10 contains 2995 members 
Mstep: Class 11 contains 164406 members 
Mstep: Class 12 contains 200996 members 
Mstep: Class 16 contains 67725 members 
Mstep: Class 17 contains 10795 members 
Mstep: Class 20 contains 3072 members 
Mstep: Class 21 contains 62768 members 
Mstep: Class 22 contains 208963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922200.000000 Penalty: 36575.996094
Iteration 447Q: 17 clusters Score -1.279222e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 9731 members 
Mstep: Class 3 contains 185753 members 
Mstep: Class 4 contains 141412 members 
Mstep: Class 5 contains 39171 members 
Mstep: Class 7 contains 6423 members 
Mstep: Class 8 contains 3285 members 
Mstep: Class 9 contains 155700 members 
Mstep: Class 10 contains 2996 members 
Mstep: Class 11 contains 164451 members 
Mstep: Class 12 contains 201079 members 
Mstep: Class 16 contains 67714 members 
Mstep: Class 17 contains 10839 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 21 contains 62788 members 
Mstep: Class 22 contains 208626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922328.000000 Penalty: 36575.996094
Iteration 448Q: 17 clusters Score -1.279223e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 9745 members 
Mstep: Class 3 contains 185703 members 
Mstep: Class 4 contains 141526 members 
Mstep: Class 5 contains 39227 members 
Mstep: Class 7 contains 6416 members 
Mstep: Class 8 contains 3281 members 
Mstep: Class 9 contains 155745 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 164478 members 
Mstep: Class 12 contains 201160 members 
Mstep: Class 16 contains 67710 members 
Mstep: Class 17 contains 10884 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 21 contains 62788 members 
Mstep: Class 22 contains 208308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922456.000000 Penalty: 36575.996094
Iteration 449Q: 17 clusters Score -1.279225e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 9761 members 
Mstep: Class 3 contains 185673 members 
Mstep: Class 4 contains 141665 members 
Mstep: Class 5 contains 39282 members 
Mstep: Class 7 contains 6411 members 
Mstep: Class 8 contains 3275 members 
Mstep: Class 9 contains 155783 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 164488 members 
Mstep: Class 12 contains 201221 members 
Mstep: Class 16 contains 67708 members 
Mstep: Class 17 contains 10926 members 
Mstep: Class 20 contains 3071 members 
Mstep: Class 21 contains 62787 members 
Mstep: Class 22 contains 207997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922320.000000 Penalty: 36575.996094
Iteration 450Q: 17 clusters Score -1.279223e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 9775 members 
Mstep: Class 3 contains 185670 members 
Mstep: Class 4 contains 141799 members 
Mstep: Class 5 contains 39344 members 
Mstep: Class 7 contains 6398 members 
Mstep: Class 8 contains 3271 members 
Mstep: Class 9 contains 155825 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 164525 members 
Mstep: Class 12 contains 201292 members 
Mstep: Class 16 contains 67692 members 
Mstep: Class 17 contains 10983 members 
Mstep: Class 20 contains 3070 members 
Mstep: Class 21 contains 62760 members 
Mstep: Class 22 contains 207644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922584.000000 Penalty: 36575.996094
Iteration 451Q: 17 clusters Score -1.279226e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 9788 members 
Mstep: Class 3 contains 185687 members 
Mstep: Class 4 contains 141921 members 
Mstep: Class 5 contains 39425 members 
Mstep: Class 7 contains 6396 members 
Mstep: Class 8 contains 3270 members 
Mstep: Class 9 contains 155863 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 164569 members 
Mstep: Class 12 contains 201345 members 
Mstep: Class 16 contains 67685 members 
Mstep: Class 17 contains 11041 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 21 contains 62751 members 
Mstep: Class 22 contains 207238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922640.000000 Penalty: 36575.996094
Iteration 452Q: 17 clusters Score -1.279226e+08 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 9804 members 
Mstep: Class 3 contains 185701 members 
Mstep: Class 4 contains 142054 members 
Mstep: Class 5 contains 39495 members 
Mstep: Class 7 contains 6389 members 
Mstep: Class 8 contains 3268 members 
Mstep: Class 9 contains 155904 members 
Mstep: Class 10 contains 3006 members 
Mstep: Class 11 contains 164568 members 
Mstep: Class 12 contains 201397 members 
Mstep: Class 16 contains 67685 members 
Mstep: Class 17 contains 11091 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 21 contains 62755 members 
Mstep: Class 22 contains 206875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922760.000000 Penalty: 36575.996094
Iteration 453Q: 17 clusters Score -1.279228e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 9822 members 
Mstep: Class 3 contains 185660 members 
Mstep: Class 4 contains 142187 members 
Mstep: Class 5 contains 39580 members 
Mstep: Class 7 contains 6383 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 155956 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 164581 members 
Mstep: Class 12 contains 201451 members 
Mstep: Class 16 contains 67680 members 
Mstep: Class 17 contains 11130 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 21 contains 62767 members 
Mstep: Class 22 contains 206537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922944.000000 Penalty: 36575.996094
Iteration 454Q: 17 clusters Score -1.279229e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 9839 members 
Mstep: Class 3 contains 185619 members 
Mstep: Class 4 contains 142301 members 
Mstep: Class 5 contains 39655 members 
Mstep: Class 7 contains 6372 members 
Mstep: Class 8 contains 3261 members 
Mstep: Class 9 contains 156019 members 
Mstep: Class 10 contains 3003 members 
Mstep: Class 11 contains 164582 members 
Mstep: Class 12 contains 201516 members 
Mstep: Class 16 contains 67682 members 
Mstep: Class 17 contains 11165 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 21 contains 62775 members 
Mstep: Class 22 contains 206229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923200.000000 Penalty: 36575.996094
Iteration 455Q: 17 clusters Score -1.279232e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 9865 members 
Mstep: Class 3 contains 185601 members 
Mstep: Class 4 contains 142424 members 
Mstep: Class 5 contains 39734 members 
Mstep: Class 7 contains 6359 members 
Mstep: Class 8 contains 3256 members 
Mstep: Class 9 contains 156078 members 
Mstep: Class 10 contains 3006 members 
Mstep: Class 11 contains 164601 members 
Mstep: Class 12 contains 201557 members 
Mstep: Class 16 contains 67677 members 
Mstep: Class 17 contains 11193 members 
Mstep: Class 20 contains 3075 members 
Mstep: Class 21 contains 62784 members 
Mstep: Class 22 contains 205899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923288.000000 Penalty: 36575.996094
Iteration 456Q: 17 clusters Score -1.279233e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 9893 members 
Mstep: Class 3 contains 185659 members 
Mstep: Class 4 contains 142521 members 
Mstep: Class 5 contains 39802 members 
Mstep: Class 7 contains 6351 members 
Mstep: Class 8 contains 3250 members 
Mstep: Class 9 contains 156132 members 
Mstep: Class 10 contains 3007 members 
Mstep: Class 11 contains 164595 members 
Mstep: Class 12 contains 201582 members 
Mstep: Class 16 contains 67682 members 
Mstep: Class 17 contains 11229 members 
Mstep: Class 20 contains 3077 members 
Mstep: Class 21 contains 62781 members 
Mstep: Class 22 contains 205558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923168.000000 Penalty: 36575.996094
Iteration 457Q: 17 clusters Score -1.279232e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 9923 members 
Mstep: Class 3 contains 185770 members 
Mstep: Class 4 contains 142626 members 
Mstep: Class 5 contains 39867 members 
Mstep: Class 7 contains 6330 members 
Mstep: Class 8 contains 3245 members 
Mstep: Class 9 contains 156199 members 
Mstep: Class 10 contains 3009 members 
Mstep: Class 11 contains 164548 members 
Mstep: Class 12 contains 201580 members 
Mstep: Class 16 contains 67690 members 
Mstep: Class 17 contains 11271 members 
Mstep: Class 20 contains 3077 members 
Mstep: Class 21 contains 62781 members 
Mstep: Class 22 contains 205221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923360.000000 Penalty: 36575.996094
Iteration 458Q: 17 clusters Score -1.279234e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 9954 members 
Mstep: Class 3 contains 185796 members 
Mstep: Class 4 contains 142769 members 
Mstep: Class 5 contains 39921 members 
Mstep: Class 7 contains 6313 members 
Mstep: Class 8 contains 3239 members 
Mstep: Class 9 contains 156270 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 164519 members 
Mstep: Class 12 contains 201622 members 
Mstep: Class 16 contains 67704 members 
Mstep: Class 17 contains 11311 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 62791 members 
Mstep: Class 22 contains 204862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923344.000000 Penalty: 36575.996094
Iteration 459Q: 17 clusters Score -1.279233e+08 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 185881 members 
Mstep: Class 4 contains 142887 members 
Mstep: Class 5 contains 39969 members 
Mstep: Class 7 contains 6297 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 156342 members 
Mstep: Class 10 contains 3011 members 
Mstep: Class 11 contains 164478 members 
Mstep: Class 12 contains 201657 members 
Mstep: Class 16 contains 67714 members 
Mstep: Class 17 contains 11348 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 62798 members 
Mstep: Class 22 contains 204498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923208.000000 Penalty: 36575.996094
Iteration 460F: 17 clusters Score -1.279232e+08 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 10019 members 
Mstep: Class 3 contains 185979 members 
Mstep: Class 4 contains 142981 members 
Mstep: Class 5 contains 40023 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 156415 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 164448 members 
Mstep: Class 12 contains 201701 members 
Mstep: Class 16 contains 67726 members 
Mstep: Class 17 contains 11381 members 
Mstep: Class 20 contains 3077 members 
Mstep: Class 21 contains 62808 members 
Mstep: Class 22 contains 204118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923176.000000 Penalty: 36575.996094
Iteration 461Q: 17 clusters Score -1.279232e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 10041 members 
Mstep: Class 3 contains 186045 members 
Mstep: Class 4 contains 143079 members 
Mstep: Class 5 contains 40078 members 
Mstep: Class 7 contains 6280 members 
Mstep: Class 8 contains 3217 members 
Mstep: Class 9 contains 156464 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 164466 members 
Mstep: Class 12 contains 201765 members 
Mstep: Class 16 contains 67732 members 
Mstep: Class 17 contains 11427 members 
Mstep: Class 20 contains 3078 members 
Mstep: Class 21 contains 62809 members 
Mstep: Class 22 contains 203712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922944.000000 Penalty: 36575.996094
Iteration 462Q: 17 clusters Score -1.279229e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 10065 members 
Mstep: Class 3 contains 186063 members 
Mstep: Class 4 contains 143180 members 
Mstep: Class 5 contains 40142 members 
Mstep: Class 7 contains 6272 members 
Mstep: Class 8 contains 3204 members 
Mstep: Class 9 contains 156516 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 164492 members 
Mstep: Class 12 contains 201848 members 
Mstep: Class 16 contains 67739 members 
Mstep: Class 17 contains 11474 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 21 contains 62825 members 
Mstep: Class 22 contains 203295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923104.000000 Penalty: 36575.996094
Iteration 463Q: 17 clusters Score -1.279231e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 10081 members 
Mstep: Class 3 contains 186117 members 
Mstep: Class 4 contains 143290 members 
Mstep: Class 5 contains 40205 members 
Mstep: Class 7 contains 6257 members 
Mstep: Class 8 contains 3195 members 
Mstep: Class 9 contains 156577 members 
Mstep: Class 10 contains 3014 members 
Mstep: Class 11 contains 164483 members 
Mstep: Class 12 contains 201909 members 
Mstep: Class 16 contains 67749 members 
Mstep: Class 17 contains 11525 members 
Mstep: Class 20 contains 3068 members 
Mstep: Class 21 contains 62850 members 
Mstep: Class 22 contains 202872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923216.000000 Penalty: 36575.996094
Iteration 464Q: 17 clusters Score -1.279232e+08 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 10097 members 
Mstep: Class 3 contains 186091 members 
Mstep: Class 4 contains 143422 members 
Mstep: Class 5 contains 40269 members 
Mstep: Class 7 contains 6245 members 
Mstep: Class 8 contains 3188 members 
Mstep: Class 9 contains 156638 members 
Mstep: Class 10 contains 3016 members 
Mstep: Class 11 contains 164482 members 
Mstep: Class 12 contains 201993 members 
Mstep: Class 16 contains 67758 members 
Mstep: Class 17 contains 11569 members 
Mstep: Class 20 contains 3068 members 
Mstep: Class 21 contains 62876 members 
Mstep: Class 22 contains 202474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923128.000000 Penalty: 36575.996094
Iteration 465Q: 17 clusters Score -1.279231e+08 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 10115 members 
Mstep: Class 3 contains 186073 members 
Mstep: Class 4 contains 143550 members 
Mstep: Class 5 contains 40338 members 
Mstep: Class 7 contains 6232 members 
Mstep: Class 8 contains 3178 members 
Mstep: Class 9 contains 156720 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 164481 members 
Mstep: Class 12 contains 202093 members 
Mstep: Class 16 contains 67769 members 
Mstep: Class 17 contains 11616 members 
Mstep: Class 20 contains 3065 members 
Mstep: Class 21 contains 62884 members 
Mstep: Class 22 contains 202041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923168.000000 Penalty: 36575.996094
Iteration 466Q: 17 clusters Score -1.279232e+08 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 10131 members 
Mstep: Class 3 contains 186065 members 
Mstep: Class 4 contains 143655 members 
Mstep: Class 5 contains 40409 members 
Mstep: Class 7 contains 6222 members 
Mstep: Class 8 contains 3164 members 
Mstep: Class 9 contains 156810 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 164487 members 
Mstep: Class 12 contains 202214 members 
Mstep: Class 16 contains 67766 members 
Mstep: Class 17 contains 11654 members 
Mstep: Class 20 contains 3067 members 
Mstep: Class 21 contains 62901 members 
Mstep: Class 22 contains 201604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922976.000000 Penalty: 36575.996094
Iteration 467Q: 17 clusters Score -1.27923e+08 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 10147 members 
Mstep: Class 3 contains 186107 members 
Mstep: Class 4 contains 143765 members 
Mstep: Class 5 contains 40477 members 
Mstep: Class 7 contains 6205 members 
Mstep: Class 8 contains 3153 members 
Mstep: Class 9 contains 156884 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 164494 members 
Mstep: Class 12 contains 202338 members 
Mstep: Class 16 contains 67777 members 
Mstep: Class 17 contains 11698 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 21 contains 62921 members 
Mstep: Class 22 contains 201110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922896.000000 Penalty: 36575.996094
Iteration 468Q: 17 clusters Score -1.279229e+08 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 10147 members 
Mstep: Class 3 contains 186115 members 
Mstep: Class 4 contains 143887 members 
Mstep: Class 5 contains 40534 members 
Mstep: Class 7 contains 6184 members 
Mstep: Class 8 contains 3138 members 
Mstep: Class 9 contains 156955 members 
Mstep: Class 10 contains 3019 members 
Mstep: Class 11 contains 164530 members 
Mstep: Class 12 contains 202490 members 
Mstep: Class 16 contains 67785 members 
Mstep: Class 17 contains 11740 members 
Mstep: Class 20 contains 3076 members 
Mstep: Class 21 contains 62956 members 
Mstep: Class 22 contains 200593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923040.000000 Penalty: 36575.996094
Iteration 469Q: 17 clusters Score -1.27923e+08 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 10160 members 
Mstep: Class 3 contains 186063 members 
Mstep: Class 4 contains 143990 members 
Mstep: Class 5 contains 40618 members 
Mstep: Class 7 contains 6169 members 
Mstep: Class 8 contains 3124 members 
Mstep: Class 9 contains 157011 members 
Mstep: Class 10 contains 3021 members 
Mstep: Class 11 contains 164563 members 
Mstep: Class 12 contains 202656 members 
Mstep: Class 16 contains 67802 members 
Mstep: Class 17 contains 11793 members 
Mstep: Class 20 contains 3078 members 
Mstep: Class 21 contains 62999 members 
Mstep: Class 22 contains 200091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923128.000000 Penalty: 36575.996094
Iteration 470Q: 17 clusters Score -1.279231e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 10165 members 
Mstep: Class 3 contains 186027 members 
Mstep: Class 4 contains 144121 members 
Mstep: Class 5 contains 40706 members 
Mstep: Class 7 contains 6167 members 
Mstep: Class 8 contains 3113 members 
Mstep: Class 9 contains 157057 members 
Mstep: Class 10 contains 3019 members 
Mstep: Class 11 contains 164579 members 
Mstep: Class 12 contains 202834 members 
Mstep: Class 16 contains 67830 members 
Mstep: Class 17 contains 11848 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 63041 members 
Mstep: Class 22 contains 199541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923120.000000 Penalty: 36575.996094
Iteration 471Q: 17 clusters Score -1.279231e+08 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 10174 members 
Mstep: Class 3 contains 186039 members 
Mstep: Class 4 contains 144225 members 
Mstep: Class 5 contains 40803 members 
Mstep: Class 7 contains 6160 members 
Mstep: Class 8 contains 3106 members 
Mstep: Class 9 contains 157113 members 
Mstep: Class 10 contains 3019 members 
Mstep: Class 11 contains 164572 members 
Mstep: Class 12 contains 203031 members 
Mstep: Class 16 contains 67866 members 
Mstep: Class 17 contains 11902 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 63064 members 
Mstep: Class 22 contains 198965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923104.000000 Penalty: 36575.996094
Iteration 472Q: 17 clusters Score -1.279231e+08 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 10177 members 
Mstep: Class 3 contains 186094 members 
Mstep: Class 4 contains 144341 members 
Mstep: Class 5 contains 40908 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 3100 members 
Mstep: Class 9 contains 157150 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 164574 members 
Mstep: Class 12 contains 203241 members 
Mstep: Class 16 contains 67887 members 
Mstep: Class 17 contains 11966 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 63093 members 
Mstep: Class 22 contains 198344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923208.000000 Penalty: 36575.996094
Iteration 473Q: 17 clusters Score -1.279232e+08 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 10189 members 
Mstep: Class 3 contains 186122 members 
Mstep: Class 4 contains 144456 members 
Mstep: Class 5 contains 41022 members 
Mstep: Class 7 contains 6141 members 
Mstep: Class 8 contains 3093 members 
Mstep: Class 9 contains 157202 members 
Mstep: Class 10 contains 3015 members 
Mstep: Class 11 contains 164541 members 
Mstep: Class 12 contains 203450 members 
Mstep: Class 16 contains 67917 members 
Mstep: Class 17 contains 12024 members 
Mstep: Class 20 contains 3075 members 
Mstep: Class 21 contains 63111 members 
Mstep: Class 22 contains 197750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923152.000000 Penalty: 36575.996094
Iteration 474Q: 17 clusters Score -1.279232e+08 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 10198 members 
Mstep: Class 3 contains 186105 members 
Mstep: Class 4 contains 144580 members 
Mstep: Class 5 contains 41128 members 
Mstep: Class 7 contains 6151 members 
Mstep: Class 8 contains 3087 members 
Mstep: Class 9 contains 157243 members 
Mstep: Class 10 contains 3014 members 
Mstep: Class 11 contains 164551 members 
Mstep: Class 12 contains 203667 members 
Mstep: Class 16 contains 67954 members 
Mstep: Class 17 contains 12087 members 
Mstep: Class 20 contains 3076 members 
Mstep: Class 21 contains 63147 members 
Mstep: Class 22 contains 197113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923424.000000 Penalty: 36575.996094
Iteration 475Q: 17 clusters Score -1.279234e+08 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 10213 members 
Mstep: Class 3 contains 186113 members 
Mstep: Class 4 contains 144730 members 
Mstep: Class 5 contains 41212 members 
Mstep: Class 7 contains 6162 members 
Mstep: Class 8 contains 3081 members 
Mstep: Class 9 contains 157270 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 164542 members 
Mstep: Class 12 contains 203916 members 
Mstep: Class 16 contains 68004 members 
Mstep: Class 17 contains 12145 members 
Mstep: Class 20 contains 3078 members 
Mstep: Class 21 contains 63181 members 
Mstep: Class 22 contains 196440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923664.000000 Penalty: 36575.996094
Iteration 476Q: 17 clusters Score -1.279237e+08 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 10225 members 
Mstep: Class 3 contains 186110 members 
Mstep: Class 4 contains 144901 members 
Mstep: Class 5 contains 41313 members 
Mstep: Class 7 contains 6175 members 
Mstep: Class 8 contains 3070 members 
Mstep: Class 9 contains 157299 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 164522 members 
Mstep: Class 12 contains 204164 members 
Mstep: Class 16 contains 68057 members 
Mstep: Class 17 contains 12198 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 63214 members 
Mstep: Class 22 contains 195743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923568.000000 Penalty: 36575.996094
Iteration 477Q: 17 clusters Score -1.279236e+08 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 10237 members 
Mstep: Class 3 contains 186147 members 
Mstep: Class 4 contains 145088 members 
Mstep: Class 5 contains 41411 members 
Mstep: Class 7 contains 6176 members 
Mstep: Class 8 contains 3065 members 
Mstep: Class 9 contains 157336 members 
Mstep: Class 10 contains 3007 members 
Mstep: Class 11 contains 164532 members 
Mstep: Class 12 contains 204404 members 
Mstep: Class 16 contains 68087 members 
Mstep: Class 17 contains 12257 members 
Mstep: Class 20 contains 3087 members 
Mstep: Class 21 contains 63225 members 
Mstep: Class 22 contains 195019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923680.000000 Penalty: 36575.996094
Iteration 478Q: 17 clusters Score -1.279237e+08 nChanged 2750
Entering ConstructFrom: 
Score: -127923680.000000 Penalty: 36575.996094
Entering ConstructFrom: 
Trying to split cluster 1 (23740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Entering Unmasked Estep 
Score: -2302425.250000 Penalty: 1637.173950
	Iteration 0F: 2 clusters Score -2302425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2286329.000000 Penalty: 3274.347900
	Iteration 0F: 3 clusters Score -2286329 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2292116.000000 Penalty: 3274.347900
	Iteration 1F: 3 clusters Score -2292116 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2292404.250000 Penalty: 3274.347900
	Iteration 2Q: 3 clusters Score -2292404 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2292779.750000 Penalty: 3274.347900
	Iteration 3Q: 3 clusters Score -2292780 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2293191.500000 Penalty: 3274.347900
	Iteration 4Q: 3 clusters Score -2293192 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2293636.500000 Penalty: 3274.347900
	Iteration 5Q: 3 clusters Score -2293636 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2294160.000000 Penalty: 3274.347900
	Iteration 6Q: 3 clusters Score -2294160 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2294718.250000 Penalty: 3274.347900
	Iteration 7Q: 3 clusters Score -2294718 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2295246.000000 Penalty: 3274.347900
	Iteration 8Q: 3 clusters Score -2295246 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2295813.750000 Penalty: 3274.347900
	Iteration 9Q: 3 clusters Score -2295814 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2296417.750000 Penalty: 3274.347900
	Iteration 10Q: 3 clusters Score -2296418 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2297031.000000 Penalty: 3274.347900
	Iteration 11Q: 3 clusters Score -2297031 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2297542.750000 Penalty: 3274.347900
	Iteration 12Q: 3 clusters Score -2297543 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2297965.500000 Penalty: 3274.347900
	Iteration 13Q: 3 clusters Score -2297966 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2298285.750000 Penalty: 3274.347900
	Iteration 14Q: 3 clusters Score -2298286 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2298546.500000 Penalty: 3274.347900
	Iteration 15Q: 3 clusters Score -2298546 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2298795.250000 Penalty: 3274.347900
	Iteration 16Q: 3 clusters Score -2298795 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2299028.000000 Penalty: 3274.347900
	Iteration 17Q: 3 clusters Score -2299028 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2299228.250000 Penalty: 3274.347900
	Iteration 18Q: 3 clusters Score -2299228 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2299451.000000 Penalty: 3274.347900
	Iteration 19Q: 3 clusters Score -2299451 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2299641.750000 Penalty: 3274.347900
	Iteration 20F: 3 clusters Score -2299642 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -2299842.750000 Penalty: 3274.347900
	Iteration 21Q: 3 clusters Score -2299843 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2300036.750000 Penalty: 3274.347900
	Iteration 22Q: 3 clusters Score -2300037 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2300230.000000 Penalty: 3274.347900
	Iteration 23Q: 3 clusters Score -2300230 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -2300390.250000 Penalty: 3274.347900
	Iteration 24Q: 3 clusters Score -2300390 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -2300529.000000 Penalty: 3274.347900
	Iteration 25Q: 3 clusters Score -2300529 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -2300643.500000 Penalty: 3274.347900
	Iteration 26Q: 3 clusters Score -2300644 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -2300726.500000 Penalty: 3274.347900
	Iteration 27Q: 3 clusters Score -2300726 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -2300793.250000 Penalty: 3274.347900
	Iteration 28Q: 3 clusters Score -2300793 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -2300841.750000 Penalty: 3274.347900
	Iteration 29Q: 3 clusters Score -2300842 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -2300878.250000 Penalty: 3274.347900
	Iteration 30Q: 3 clusters Score -2300878 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -2300906.000000 Penalty: 3274.347900
	Iteration 31Q: 3 clusters Score -2300906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2300924.500000 Penalty: 3274.347900
	Iteration 32Q: 3 clusters Score -2300924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -2300939.250000 Penalty: 3274.347900
	Iteration 33Q: 3 clusters Score -2300939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -2300952.500000 Penalty: 3274.347900
	Iteration 34Q: 3 clusters Score -2300952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -2300972.250000 Penalty: 3274.347900
	Iteration 35Q: 3 clusters Score -2300972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -2300986.250000 Penalty: 3274.347900
	Iteration 36Q: 3 clusters Score -2300986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -2300989.250000 Penalty: 3274.347900
	Iteration 37Q: 3 clusters Score -2300989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -2301009.750000 Penalty: 3274.347900
	Iteration 38Q: 3 clusters Score -2301010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -2301020.500000 Penalty: 3274.347900
	Iteration 39Q: 3 clusters Score -2301020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -2301029.750000 Penalty: 3274.347900
	Iteration 40F: 3 clusters Score -2301030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -2301036.000000 Penalty: 3274.347900
	Iteration 41Q: 3 clusters Score -2301036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -2301037.250000 Penalty: 3274.347900
	Iteration 42Q: 3 clusters Score -2301037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -2301037.500000 Penalty: 3274.347900
	Iteration 43Q: 3 clusters Score -2301038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -2301037.500000 Penalty: 3274.347900
	Iteration 44F: 3 clusters Score -2301038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Entering Unmasked Estep 
Score: -1036579.312500 Penalty: 1500.819580
	Iteration 0F: 2 clusters Score -1036579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1029287.687500 Penalty: 3001.639160
	Iteration 0F: 3 clusters Score -1029288 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1031592.250000 Penalty: 3001.639160
	Iteration 1F: 3 clusters Score -1031592 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1031800.625000 Penalty: 3001.639160
	Iteration 2F: 3 clusters Score -1031801 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1031983.250000 Penalty: 3001.639160
	Iteration 3Q: 3 clusters Score -1031983 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1032104.750000 Penalty: 3001.639160
	Iteration 4Q: 3 clusters Score -1032105 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1032190.500000 Penalty: 3001.639160
	Iteration 5Q: 3 clusters Score -1032190 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1032242.562500 Penalty: 3001.639160
	Iteration 6Q: 3 clusters Score -1032243 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1032292.500000 Penalty: 3001.639160
	Iteration 7Q: 3 clusters Score -1032292 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1032350.687500 Penalty: 3001.639160
	Iteration 8Q: 3 clusters Score -1032351 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1032427.625000 Penalty: 3001.639160
	Iteration 9Q: 3 clusters Score -1032428 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1032513.500000 Penalty: 3001.639160
	Iteration 10Q: 3 clusters Score -1032514 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1032632.562500 Penalty: 3001.639160
	Iteration 11Q: 3 clusters Score -1032633 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1032795.500000 Penalty: 3001.639160
	Iteration 12Q: 3 clusters Score -1032796 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1032984.250000 Penalty: 3001.639160
	Iteration 13Q: 3 clusters Score -1032984 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1033248.125000 Penalty: 3001.639160
	Iteration 14Q: 3 clusters Score -1033248 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1033541.937500 Penalty: 3001.639160
	Iteration 15Q: 3 clusters Score -1033542 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1033838.062500 Penalty: 3001.639160
	Iteration 16Q: 3 clusters Score -1033838 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1034103.500000 Penalty: 3001.639160
	Iteration 17Q: 3 clusters Score -1034104 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1034311.187500 Penalty: 3001.639160
	Iteration 18Q: 3 clusters Score -1034311 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1034517.500000 Penalty: 3001.639160
	Iteration 19Q: 3 clusters Score -1034518 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1034692.250000 Penalty: 3001.639160
	Iteration 20F: 3 clusters Score -1034692 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1034830.187500 Penalty: 3001.639160
	Iteration 21Q: 3 clusters Score -1034830 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1034910.625000 Penalty: 3001.639160
	Iteration 22Q: 3 clusters Score -1034911 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1034974.875000 Penalty: 3001.639160
	Iteration 23Q: 3 clusters Score -1034975 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1035024.250000 Penalty: 3001.639160
	Iteration 24Q: 3 clusters Score -1035024 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1035060.562500 Penalty: 3001.639160
	Iteration 25Q: 3 clusters Score -1035061 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1035094.500000 Penalty: 3001.639160
	Iteration 26Q: 3 clusters Score -1035094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1035128.000000 Penalty: 3001.639160
	Iteration 27Q: 3 clusters Score -1035128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1035150.187500 Penalty: 3001.639160
	Iteration 28Q: 3 clusters Score -1035150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1035170.750000 Penalty: 3001.639160
	Iteration 29Q: 3 clusters Score -1035171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1035188.250000 Penalty: 3001.639160
	Iteration 30Q: 3 clusters Score -1035188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1035199.812500 Penalty: 3001.639160
	Iteration 31Q: 3 clusters Score -1035200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1035203.187500 Penalty: 3001.639160
	Iteration 32Q: 3 clusters Score -1035203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1035207.375000 Penalty: 3001.639160
	Iteration 33Q: 3 clusters Score -1035207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1035212.937500 Penalty: 3001.639160
	Iteration 34Q: 3 clusters Score -1035213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1035226.562500 Penalty: 3001.639160
	Iteration 35Q: 3 clusters Score -1035227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1035230.062500 Penalty: 3001.639160
	Iteration 36Q: 3 clusters Score -1035230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1035228.312500 Penalty: 3001.639160
	Iteration 37Q: 3 clusters Score -1035228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1035231.625000 Penalty: 3001.639160
	Iteration 38Q: 3 clusters Score -1035232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1035231.500000 Penalty: 3001.639160
	Iteration 39Q: 3 clusters Score -1035232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1035231.500000 Penalty: 3001.639160
	Iteration 40F: 3 clusters Score -1035232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (186249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186249 members 
Entering Unmasked Estep 
Score: -19016686.000000 Penalty: 1971.911499
	Iteration 0F: 2 clusters Score -1.901669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93077 members 
Mstep: Class 2 contains 93172 members 
Entering Unmasked Estep 
Score: -18901684.000000 Penalty: 3943.822998
	Iteration 0F: 3 clusters Score -1.890168e+07 nChanged 90135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93266 members 
Mstep: Class 2 contains 92983 members 
Entering Unmasked Estep 
Score: -18954134.000000 Penalty: 3943.822998
	Iteration 1F: 3 clusters Score -1.895413e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93325 members 
Mstep: Class 2 contains 92924 members 
Entering Unmasked Estep 
Score: -18955978.000000 Penalty: 3943.822998
	Iteration 2Q: 3 clusters Score -1.895598e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93707 members 
Mstep: Class 2 contains 92542 members 
Entering Unmasked Estep 
Score: -18958542.000000 Penalty: 3943.822998
	Iteration 3Q: 3 clusters Score -1.895854e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94632 members 
Mstep: Class 2 contains 91617 members 
Entering Unmasked Estep 
Score: -18962740.000000 Penalty: 3943.822998
	Iteration 4Q: 3 clusters Score -1.896274e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96175 members 
Mstep: Class 2 contains 90074 members 
Entering Unmasked Estep 
Score: -18969596.000000 Penalty: 3943.822998
	Iteration 5F: 3 clusters Score -1.89696e+07 nChanged 13097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98076 members 
Mstep: Class 2 contains 88173 members 
Entering Unmasked Estep 
Score: -18980118.000000 Penalty: 3943.822998
	Iteration 6F: 3 clusters Score -1.898012e+07 nChanged 14269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100103 members 
Mstep: Class 2 contains 86146 members 
Entering Unmasked Estep 
Score: -18992438.000000 Penalty: 3943.822998
	Iteration 7F: 3 clusters Score -1.899244e+07 nChanged 12319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101938 members 
Mstep: Class 2 contains 84311 members 
Entering Unmasked Estep 
Score: -19000060.000000 Penalty: 3943.822998
	Iteration 8F: 3 clusters Score -1.900006e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103736 members 
Mstep: Class 2 contains 82513 members 
Entering Unmasked Estep 
Score: -19002732.000000 Penalty: 3943.822998
	Iteration 9Q: 3 clusters Score -1.900273e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105581 members 
Mstep: Class 2 contains 80668 members 
Entering Unmasked Estep 
Score: -19003656.000000 Penalty: 3943.822998
	Iteration 10Q: 3 clusters Score -1.900366e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107382 members 
Mstep: Class 2 contains 78867 members 
Entering Unmasked Estep 
Score: -19004298.000000 Penalty: 3943.822998
	Iteration 11Q: 3 clusters Score -1.90043e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109210 members 
Mstep: Class 2 contains 77039 members 
Entering Unmasked Estep 
Score: -19004648.000000 Penalty: 3943.822998
	Iteration 12Q: 3 clusters Score -1.900465e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111124 members 
Mstep: Class 2 contains 75125 members 
Entering Unmasked Estep 
Score: -19005004.000000 Penalty: 3943.822998
	Iteration 13Q: 3 clusters Score -1.9005e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113109 members 
Mstep: Class 2 contains 73140 members 
Entering Unmasked Estep 
Score: -19005430.000000 Penalty: 3943.822998
	Iteration 14Q: 3 clusters Score -1.900543e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115002 members 
Mstep: Class 2 contains 71247 members 
Entering Unmasked Estep 
Score: -19005854.000000 Penalty: 3943.822998
	Iteration 15Q: 3 clusters Score -1.900585e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116940 members 
Mstep: Class 2 contains 69309 members 
Entering Unmasked Estep 
Score: -19006196.000000 Penalty: 3943.822998
	Iteration 16Q: 3 clusters Score -1.90062e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118962 members 
Mstep: Class 2 contains 67287 members 
Entering Unmasked Estep 
Score: -19006546.000000 Penalty: 3943.822998
	Iteration 17Q: 3 clusters Score -1.900655e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121089 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -19006942.000000 Penalty: 3943.822998
	Iteration 18Q: 3 clusters Score -1.900694e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123308 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -19007294.000000 Penalty: 3943.822998
	Iteration 19Q: 3 clusters Score -1.900729e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125636 members 
Mstep: Class 2 contains 60613 members 
Entering Unmasked Estep 
Score: -19007730.000000 Penalty: 3943.822998
	Iteration 20F: 3 clusters Score -1.900773e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127924 members 
Mstep: Class 2 contains 58325 members 
Entering Unmasked Estep 
Score: -19008180.000000 Penalty: 3943.822998
	Iteration 21Q: 3 clusters Score -1.900818e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130214 members 
Mstep: Class 2 contains 56035 members 
Entering Unmasked Estep 
Score: -19008552.000000 Penalty: 3943.822998
	Iteration 22Q: 3 clusters Score -1.900855e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132367 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -19008978.000000 Penalty: 3943.822998
	Iteration 23Q: 3 clusters Score -1.900898e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134457 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -19009434.000000 Penalty: 3943.822998
	Iteration 24Q: 3 clusters Score -1.900943e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136427 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -19009890.000000 Penalty: 3943.822998
	Iteration 25Q: 3 clusters Score -1.900989e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138335 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -19010188.000000 Penalty: 3943.822998
	Iteration 26Q: 3 clusters Score -1.901019e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140191 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -19010508.000000 Penalty: 3943.822998
	Iteration 27Q: 3 clusters Score -1.901051e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142007 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -19010992.000000 Penalty: 3943.822998
	Iteration 28Q: 3 clusters Score -1.901099e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143788 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -19011428.000000 Penalty: 3943.822998
	Iteration 29Q: 3 clusters Score -1.901143e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145502 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -19012050.000000 Penalty: 3943.822998
	Iteration 30Q: 3 clusters Score -1.901205e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147027 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -19012714.000000 Penalty: 3943.822998
	Iteration 31Q: 3 clusters Score -1.901271e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148471 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -19013134.000000 Penalty: 3943.822998
	Iteration 32Q: 3 clusters Score -1.901313e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149885 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -19013478.000000 Penalty: 3943.822998
	Iteration 33Q: 3 clusters Score -1.901348e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151225 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -19013906.000000 Penalty: 3943.822998
	Iteration 34Q: 3 clusters Score -1.901391e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152500 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -19014104.000000 Penalty: 3943.822998
	Iteration 35Q: 3 clusters Score -1.90141e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153744 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -19014364.000000 Penalty: 3943.822998
	Iteration 36Q: 3 clusters Score -1.901436e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154948 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -19014556.000000 Penalty: 3943.822998
	Iteration 37Q: 3 clusters Score -1.901456e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156156 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -19014778.000000 Penalty: 3943.822998
	Iteration 38Q: 3 clusters Score -1.901478e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157309 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -19015102.000000 Penalty: 3943.822998
	Iteration 39Q: 3 clusters Score -1.90151e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158346 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -19015320.000000 Penalty: 3943.822998
	Iteration 40F: 3 clusters Score -1.901532e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159369 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -19015432.000000 Penalty: 3943.822998
	Iteration 41Q: 3 clusters Score -1.901543e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160299 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -19015534.000000 Penalty: 3943.822998
	Iteration 42Q: 3 clusters Score -1.901553e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161155 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -19015638.000000 Penalty: 3943.822998
	Iteration 43Q: 3 clusters Score -1.901564e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161972 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -19015736.000000 Penalty: 3943.822998
	Iteration 44Q: 3 clusters Score -1.901574e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162730 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -19015778.000000 Penalty: 3943.822998
	Iteration 45Q: 3 clusters Score -1.901578e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163418 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -19015798.000000 Penalty: 3943.822998
	Iteration 46Q: 3 clusters Score -1.90158e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164056 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -19015890.000000 Penalty: 3943.822998
	Iteration 47Q: 3 clusters Score -1.901589e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164641 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -19015920.000000 Penalty: 3943.822998
	Iteration 48Q: 3 clusters Score -1.901592e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165216 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -19015972.000000 Penalty: 3943.822998
	Iteration 49Q: 3 clusters Score -1.901597e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165793 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -19016028.000000 Penalty: 3943.822998
	Iteration 50Q: 3 clusters Score -1.901603e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166343 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -19016100.000000 Penalty: 3943.822998
	Iteration 51Q: 3 clusters Score -1.90161e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166897 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -19016058.000000 Penalty: 3943.822998
	Iteration 52Q: 3 clusters Score -1.901606e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167458 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -19016034.000000 Penalty: 3943.822998
	Iteration 53Q: 3 clusters Score -1.901603e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167976 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -19016036.000000 Penalty: 3943.822998
	Iteration 54Q: 3 clusters Score -1.901604e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168522 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -19016086.000000 Penalty: 3943.822998
	Iteration 55Q: 3 clusters Score -1.901609e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169045 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -19016076.000000 Penalty: 3943.822998
	Iteration 56Q: 3 clusters Score -1.901608e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169528 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -19016044.000000 Penalty: 3943.822998
	Iteration 57Q: 3 clusters Score -1.901604e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169981 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -19016034.000000 Penalty: 3943.822998
	Iteration 58Q: 3 clusters Score -1.901603e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170429 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -19015926.000000 Penalty: 3943.822998
	Iteration 59Q: 3 clusters Score -1.901593e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170902 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -19015940.000000 Penalty: 3943.822998
	Iteration 60F: 3 clusters Score -1.901594e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171412 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -19016006.000000 Penalty: 3943.822998
	Iteration 61Q: 3 clusters Score -1.901601e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171855 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -19015956.000000 Penalty: 3943.822998
	Iteration 62Q: 3 clusters Score -1.901596e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172277 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -19015920.000000 Penalty: 3943.822998
	Iteration 63Q: 3 clusters Score -1.901592e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172700 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -19015840.000000 Penalty: 3943.822998
	Iteration 64Q: 3 clusters Score -1.901584e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173111 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -19015828.000000 Penalty: 3943.822998
	Iteration 65Q: 3 clusters Score -1.901583e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173526 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -19015840.000000 Penalty: 3943.822998
	Iteration 66Q: 3 clusters Score -1.901584e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173913 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -19015846.000000 Penalty: 3943.822998
	Iteration 67Q: 3 clusters Score -1.901585e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174233 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -19015802.000000 Penalty: 3943.822998
	Iteration 68Q: 3 clusters Score -1.90158e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174531 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -19015770.000000 Penalty: 3943.822998
	Iteration 69Q: 3 clusters Score -1.901577e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174833 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -19015704.000000 Penalty: 3943.822998
	Iteration 70Q: 3 clusters Score -1.90157e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175133 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -19015670.000000 Penalty: 3943.822998
	Iteration 71Q: 3 clusters Score -1.901567e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175415 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -19015650.000000 Penalty: 3943.822998
	Iteration 72Q: 3 clusters Score -1.901565e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175685 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -19015602.000000 Penalty: 3943.822998
	Iteration 73Q: 3 clusters Score -1.90156e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175914 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -19015562.000000 Penalty: 3943.822998
	Iteration 74Q: 3 clusters Score -1.901556e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176138 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -19015590.000000 Penalty: 3943.822998
	Iteration 75Q: 3 clusters Score -1.901559e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176364 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -19015582.000000 Penalty: 3943.822998
	Iteration 76Q: 3 clusters Score -1.901558e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176568 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -19015616.000000 Penalty: 3943.822998
	Iteration 77Q: 3 clusters Score -1.901562e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176748 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -19015628.000000 Penalty: 3943.822998
	Iteration 78Q: 3 clusters Score -1.901563e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176905 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -19015574.000000 Penalty: 3943.822998
	Iteration 79Q: 3 clusters Score -1.901557e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177059 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -19015534.000000 Penalty: 3943.822998
	Iteration 80F: 3 clusters Score -1.901553e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177216 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -19015542.000000 Penalty: 3943.822998
	Iteration 81Q: 3 clusters Score -1.901554e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177375 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -19015474.000000 Penalty: 3943.822998
	Iteration 82Q: 3 clusters Score -1.901547e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177505 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -19015440.000000 Penalty: 3943.822998
	Iteration 83Q: 3 clusters Score -1.901544e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177638 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -19015394.000000 Penalty: 3943.822998
	Iteration 84Q: 3 clusters Score -1.901539e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177757 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -19015378.000000 Penalty: 3943.822998
	Iteration 85Q: 3 clusters Score -1.901538e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177874 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -19015364.000000 Penalty: 3943.822998
	Iteration 86Q: 3 clusters Score -1.901536e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177976 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -19015354.000000 Penalty: 3943.822998
	Iteration 87Q: 3 clusters Score -1.901535e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178075 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -19015378.000000 Penalty: 3943.822998
	Iteration 88Q: 3 clusters Score -1.901538e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178164 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -19015428.000000 Penalty: 3943.822998
	Iteration 89Q: 3 clusters Score -1.901543e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178245 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -19015432.000000 Penalty: 3943.822998
	Iteration 90Q: 3 clusters Score -1.901543e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178308 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -19015396.000000 Penalty: 3943.822998
	Iteration 91Q: 3 clusters Score -1.90154e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178380 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -19015392.000000 Penalty: 3943.822998
	Iteration 92Q: 3 clusters Score -1.901539e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178451 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -19015380.000000 Penalty: 3943.822998
	Iteration 93Q: 3 clusters Score -1.901538e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178513 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -19015404.000000 Penalty: 3943.822998
	Iteration 94Q: 3 clusters Score -1.90154e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178580 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -19015412.000000 Penalty: 3943.822998
	Iteration 95Q: 3 clusters Score -1.901541e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178624 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -19015410.000000 Penalty: 3943.822998
	Iteration 96Q: 3 clusters Score -1.901541e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178665 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -19015418.000000 Penalty: 3943.822998
	Iteration 97Q: 3 clusters Score -1.901542e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178693 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -19015410.000000 Penalty: 3943.822998
	Iteration 98Q: 3 clusters Score -1.901541e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178731 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -19015436.000000 Penalty: 3943.822998
	Iteration 99Q: 3 clusters Score -1.901544e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178763 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -19015434.000000 Penalty: 3943.822998
	Iteration 100F: 3 clusters Score -1.901543e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178806 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -19015418.000000 Penalty: 3943.822998
	Iteration 101Q: 3 clusters Score -1.901542e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178845 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -19015406.000000 Penalty: 3943.822998
	Iteration 102Q: 3 clusters Score -1.901541e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178889 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -19015376.000000 Penalty: 3943.822998
	Iteration 103Q: 3 clusters Score -1.901538e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178942 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -19015368.000000 Penalty: 3943.822998
	Iteration 104Q: 3 clusters Score -1.901537e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179004 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -19015378.000000 Penalty: 3943.822998
	Iteration 105Q: 3 clusters Score -1.901538e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179051 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -19015390.000000 Penalty: 3943.822998
	Iteration 106Q: 3 clusters Score -1.901539e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179098 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -19015372.000000 Penalty: 3943.822998
	Iteration 107Q: 3 clusters Score -1.901537e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179148 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -19015348.000000 Penalty: 3943.822998
	Iteration 108Q: 3 clusters Score -1.901535e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179175 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -19015360.000000 Penalty: 3943.822998
	Iteration 109Q: 3 clusters Score -1.901536e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179208 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -19015356.000000 Penalty: 3943.822998
	Iteration 110Q: 3 clusters Score -1.901536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179222 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -19015374.000000 Penalty: 3943.822998
	Iteration 111Q: 3 clusters Score -1.901537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179227 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -19015368.000000 Penalty: 3943.822998
	Iteration 112Q: 3 clusters Score -1.901537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179235 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -19015378.000000 Penalty: 3943.822998
	Iteration 113Q: 3 clusters Score -1.901538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179243 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -19015372.000000 Penalty: 3943.822998
	Iteration 114Q: 3 clusters Score -1.901537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179252 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -19015378.000000 Penalty: 3943.822998
	Iteration 115Q: 3 clusters Score -1.901538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179258 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -19015396.000000 Penalty: 3943.822998
	Iteration 116Q: 3 clusters Score -1.90154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179263 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -19015396.000000 Penalty: 3943.822998
	Iteration 117Q: 3 clusters Score -1.90154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179267 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -19015386.000000 Penalty: 3943.822998
	Iteration 118Q: 3 clusters Score -1.901539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179276 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -19015402.000000 Penalty: 3943.822998
	Iteration 119Q: 3 clusters Score -1.90154e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179289 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -19015390.000000 Penalty: 3943.822998
	Iteration 120F: 3 clusters Score -1.901539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179298 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -19015376.000000 Penalty: 3943.822998
	Iteration 121Q: 3 clusters Score -1.901538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179310 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -19015386.000000 Penalty: 3943.822998
	Iteration 122Q: 3 clusters Score -1.901539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179320 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -19015388.000000 Penalty: 3943.822998
	Iteration 123Q: 3 clusters Score -1.901539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179328 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -19015380.000000 Penalty: 3943.822998
	Iteration 124Q: 3 clusters Score -1.901538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179336 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -19015386.000000 Penalty: 3943.822998
	Iteration 125Q: 3 clusters Score -1.901539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179342 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -19015376.000000 Penalty: 3943.822998
	Iteration 126Q: 3 clusters Score -1.901538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179349 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -19015372.000000 Penalty: 3943.822998
	Iteration 127Q: 3 clusters Score -1.901537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179357 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -19015360.000000 Penalty: 3943.822998
	Iteration 128Q: 3 clusters Score -1.901536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179369 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -19015364.000000 Penalty: 3943.822998
	Iteration 129Q: 3 clusters Score -1.901536e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179385 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -19015364.000000 Penalty: 3943.822998
	Iteration 130Q: 3 clusters Score -1.901536e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179402 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -19015376.000000 Penalty: 3943.822998
	Iteration 131Q: 3 clusters Score -1.901538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179416 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -19015364.000000 Penalty: 3943.822998
	Iteration 132Q: 3 clusters Score -1.901536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179429 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -19015364.000000 Penalty: 3943.822998
	Iteration 133Q: 3 clusters Score -1.901536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179443 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -19015370.000000 Penalty: 3943.822998
	Iteration 134Q: 3 clusters Score -1.901537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179455 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -19015358.000000 Penalty: 3943.822998
	Iteration 135Q: 3 clusters Score -1.901536e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179474 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -19015376.000000 Penalty: 3943.822998
	Iteration 136Q: 3 clusters Score -1.901538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179485 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -19015366.000000 Penalty: 3943.822998
	Iteration 137Q: 3 clusters Score -1.901537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179496 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -19015372.000000 Penalty: 3943.822998
	Iteration 138Q: 3 clusters Score -1.901537e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179513 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -19015378.000000 Penalty: 3943.822998
	Iteration 139Q: 3 clusters Score -1.901538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179525 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -19015366.000000 Penalty: 3943.822998
	Iteration 140F: 3 clusters Score -1.901537e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179538 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -19015364.000000 Penalty: 3943.822998
	Iteration 141Q: 3 clusters Score -1.901536e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179551 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -19015366.000000 Penalty: 3943.822998
	Iteration 142Q: 3 clusters Score -1.901537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179568 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -19015356.000000 Penalty: 3943.822998
	Iteration 143Q: 3 clusters Score -1.901536e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179587 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -19015368.000000 Penalty: 3943.822998
	Iteration 144Q: 3 clusters Score -1.901537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179600 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -19015376.000000 Penalty: 3943.822998
	Iteration 145Q: 3 clusters Score -1.901538e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179611 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -19015366.000000 Penalty: 3943.822998
	Iteration 146Q: 3 clusters Score -1.901537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179620 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -19015356.000000 Penalty: 3943.822998
	Iteration 147Q: 3 clusters Score -1.901536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179632 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -19015360.000000 Penalty: 3943.822998
	Iteration 148Q: 3 clusters Score -1.901536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179638 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -19015364.000000 Penalty: 3943.822998
	Iteration 149Q: 3 clusters Score -1.901536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179650 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -19015356.000000 Penalty: 3943.822998
	Iteration 150Q: 3 clusters Score -1.901536e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179665 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -19015376.000000 Penalty: 3943.822998
	Iteration 151Q: 3 clusters Score -1.901538e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179678 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -19015380.000000 Penalty: 3943.822998
	Iteration 152Q: 3 clusters Score -1.901538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179689 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -19015374.000000 Penalty: 3943.822998
	Iteration 153Q: 3 clusters Score -1.901537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179701 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -19015368.000000 Penalty: 3943.822998
	Iteration 154Q: 3 clusters Score -1.901537e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179714 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -19015382.000000 Penalty: 3943.822998
	Iteration 155Q: 3 clusters Score -1.901538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179724 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -19015350.000000 Penalty: 3943.822998
	Iteration 156Q: 3 clusters Score -1.901535e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179741 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -19015374.000000 Penalty: 3943.822998
	Iteration 157Q: 3 clusters Score -1.901537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179752 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -19015394.000000 Penalty: 3943.822998
	Iteration 158Q: 3 clusters Score -1.901539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179760 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -19015386.000000 Penalty: 3943.822998
	Iteration 159Q: 3 clusters Score -1.901539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179772 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -19015390.000000 Penalty: 3943.822998
	Iteration 160F: 3 clusters Score -1.901539e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179788 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -19015400.000000 Penalty: 3943.822998
	Iteration 161Q: 3 clusters Score -1.90154e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179799 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -19015392.000000 Penalty: 3943.822998
	Iteration 162Q: 3 clusters Score -1.901539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179809 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -19015386.000000 Penalty: 3943.822998
	Iteration 163Q: 3 clusters Score -1.901539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179822 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -19015400.000000 Penalty: 3943.822998
	Iteration 164Q: 3 clusters Score -1.90154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179833 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -19015398.000000 Penalty: 3943.822998
	Iteration 165Q: 3 clusters Score -1.90154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179842 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -19015388.000000 Penalty: 3943.822998
	Iteration 166Q: 3 clusters Score -1.901539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179848 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -19015396.000000 Penalty: 3943.822998
	Iteration 167Q: 3 clusters Score -1.90154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179858 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -19015396.000000 Penalty: 3943.822998
	Iteration 168Q: 3 clusters Score -1.90154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179865 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -19015384.000000 Penalty: 3943.822998
	Iteration 169Q: 3 clusters Score -1.901538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179872 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -19015384.000000 Penalty: 3943.822998
	Iteration 170Q: 3 clusters Score -1.901538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179881 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -19015386.000000 Penalty: 3943.822998
	Iteration 171Q: 3 clusters Score -1.901539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179891 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -19015384.000000 Penalty: 3943.822998
	Iteration 172Q: 3 clusters Score -1.901538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179900 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -19015366.000000 Penalty: 3943.822998
	Iteration 173Q: 3 clusters Score -1.901537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179904 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -19015366.000000 Penalty: 3943.822998
	Iteration 174Q: 3 clusters Score -1.901537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179909 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -19015376.000000 Penalty: 3943.822998
	Iteration 175Q: 3 clusters Score -1.901538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179913 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -19015384.000000 Penalty: 3943.822998
	Iteration 176Q: 3 clusters Score -1.901538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179916 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -19015390.000000 Penalty: 3943.822998
	Iteration 177Q: 3 clusters Score -1.901539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179921 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -19015396.000000 Penalty: 3943.822998
	Iteration 178Q: 3 clusters Score -1.90154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179924 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -19015402.000000 Penalty: 3943.822998
	Iteration 179Q: 3 clusters Score -1.90154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179929 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -19015410.000000 Penalty: 3943.822998
	Iteration 180F: 3 clusters Score -1.901541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179936 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -19015414.000000 Penalty: 3943.822998
	Iteration 181Q: 3 clusters Score -1.901541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179943 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -19015416.000000 Penalty: 3943.822998
	Iteration 182Q: 3 clusters Score -1.901542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179949 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -19015418.000000 Penalty: 3943.822998
	Iteration 183Q: 3 clusters Score -1.901542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179954 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -19015426.000000 Penalty: 3943.822998
	Iteration 184Q: 3 clusters Score -1.901543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179959 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -19015436.000000 Penalty: 3943.822998
	Iteration 185Q: 3 clusters Score -1.901544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179969 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -19015436.000000 Penalty: 3943.822998
	Iteration 186Q: 3 clusters Score -1.901544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179975 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -19015442.000000 Penalty: 3943.822998
	Iteration 187Q: 3 clusters Score -1.901544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179978 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -19015436.000000 Penalty: 3943.822998
	Iteration 188Q: 3 clusters Score -1.901544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179979 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -19015432.000000 Penalty: 3943.822998
	Iteration 189Q: 3 clusters Score -1.901543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179980 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -19015436.000000 Penalty: 3943.822998
	Iteration 190Q: 3 clusters Score -1.901544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179983 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -19015432.000000 Penalty: 3943.822998
	Iteration 191Q: 3 clusters Score -1.901543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179988 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -19015436.000000 Penalty: 3943.822998
	Iteration 192Q: 3 clusters Score -1.901544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179992 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -19015430.000000 Penalty: 3943.822998
	Iteration 193Q: 3 clusters Score -1.901543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179994 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -19015428.000000 Penalty: 3943.822998
	Iteration 194Q: 3 clusters Score -1.901543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179996 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -19015436.000000 Penalty: 3943.822998
	Iteration 195Q: 3 clusters Score -1.901544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180000 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -19015436.000000 Penalty: 3943.822998
	Iteration 196Q: 3 clusters Score -1.901544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180007 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -19015434.000000 Penalty: 3943.822998
	Iteration 197Q: 3 clusters Score -1.901543e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180015 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -19015440.000000 Penalty: 3943.822998
	Iteration 198Q: 3 clusters Score -1.901544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180024 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -19015430.000000 Penalty: 3943.822998
	Iteration 199Q: 3 clusters Score -1.901543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180033 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -19015400.000000 Penalty: 3943.822998
	Iteration 200F: 3 clusters Score -1.90154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180042 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -19015400.000000 Penalty: 3943.822998
	Iteration 201Q: 3 clusters Score -1.90154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180049 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -19015406.000000 Penalty: 3943.822998
	Iteration 202Q: 3 clusters Score -1.901541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180056 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -19015398.000000 Penalty: 3943.822998
	Iteration 203Q: 3 clusters Score -1.90154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180060 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -19015396.000000 Penalty: 3943.822998
	Iteration 204Q: 3 clusters Score -1.90154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180060 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -19015396.000000 Penalty: 3943.822998
	Iteration 205F: 3 clusters Score -1.90154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (145269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145269 members 
Entering Unmasked Estep 
Score: -14752668.000000 Penalty: 1931.530640
	Iteration 0F: 2 clusters Score -1.475267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 72605 members 
Entering Unmasked Estep 
Score: -14655696.000000 Penalty: 3863.061279
	Iteration 0F: 3 clusters Score -1.46557e+07 nChanged 69866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 72225 members 
Entering Unmasked Estep 
Score: -14696559.000000 Penalty: 3863.061279
	Iteration 1F: 3 clusters Score -1.469656e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73525 members 
Mstep: Class 2 contains 71744 members 
Entering Unmasked Estep 
Score: -14697245.000000 Penalty: 3863.061279
	Iteration 2Q: 3 clusters Score -1.469724e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74226 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -14698272.000000 Penalty: 3863.061279
	Iteration 3Q: 3 clusters Score -1.469827e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75306 members 
Mstep: Class 2 contains 69963 members 
Entering Unmasked Estep 
Score: -14699741.000000 Penalty: 3863.061279
	Iteration 4Q: 3 clusters Score -1.469974e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76775 members 
Mstep: Class 2 contains 68494 members 
Entering Unmasked Estep 
Score: -14701796.000000 Penalty: 3863.061279
	Iteration 5Q: 3 clusters Score -1.47018e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78898 members 
Mstep: Class 2 contains 66371 members 
Entering Unmasked Estep 
Score: -14705017.000000 Penalty: 3863.061279
	Iteration 6Q: 3 clusters Score -1.470502e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81596 members 
Mstep: Class 2 contains 63673 members 
Entering Unmasked Estep 
Score: -14710112.000000 Penalty: 3863.061279
	Iteration 7F: 3 clusters Score -1.471011e+07 nChanged 8878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84372 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -14716554.000000 Penalty: 3863.061279
	Iteration 8F: 3 clusters Score -1.471655e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86797 members 
Mstep: Class 2 contains 58472 members 
Entering Unmasked Estep 
Score: -14722485.000000 Penalty: 3863.061279
	Iteration 9F: 3 clusters Score -1.472248e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88951 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -14725474.000000 Penalty: 3863.061279
	Iteration 10Q: 3 clusters Score -1.472547e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90982 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -14726625.000000 Penalty: 3863.061279
	Iteration 11Q: 3 clusters Score -1.472662e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -14727101.000000 Penalty: 3863.061279
	Iteration 12Q: 3 clusters Score -1.47271e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95383 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -14727658.000000 Penalty: 3863.061279
	Iteration 13Q: 3 clusters Score -1.472766e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97819 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -14728156.000000 Penalty: 3863.061279
	Iteration 14Q: 3 clusters Score -1.472816e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100356 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -14728692.000000 Penalty: 3863.061279
	Iteration 15Q: 3 clusters Score -1.472869e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102982 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -14729283.000000 Penalty: 3863.061279
	Iteration 16Q: 3 clusters Score -1.472928e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105736 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -14730056.000000 Penalty: 3863.061279
	Iteration 17Q: 3 clusters Score -1.473006e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108722 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -14731041.000000 Penalty: 3863.061279
	Iteration 18Q: 3 clusters Score -1.473104e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111857 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -14732070.000000 Penalty: 3863.061279
	Iteration 19Q: 3 clusters Score -1.473207e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115183 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -14733302.000000 Penalty: 3863.061279
	Iteration 20F: 3 clusters Score -1.47333e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118693 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -14734762.000000 Penalty: 3863.061279
	Iteration 21Q: 3 clusters Score -1.473476e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122238 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -14736425.000000 Penalty: 3863.061279
	Iteration 22Q: 3 clusters Score -1.473642e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125725 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -14738170.000000 Penalty: 3863.061279
	Iteration 23Q: 3 clusters Score -1.473817e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129067 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -14740030.000000 Penalty: 3863.061279
	Iteration 24Q: 3 clusters Score -1.474003e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132183 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -14741942.000000 Penalty: 3863.061279
	Iteration 25Q: 3 clusters Score -1.474194e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135006 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -14743693.000000 Penalty: 3863.061279
	Iteration 26Q: 3 clusters Score -1.474369e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137502 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -14745434.000000 Penalty: 3863.061279
	Iteration 27Q: 3 clusters Score -1.474543e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139626 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -14747089.000000 Penalty: 3863.061279
	Iteration 28Q: 3 clusters Score -1.474709e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141332 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -14748424.000000 Penalty: 3863.061279
	Iteration 29Q: 3 clusters Score -1.474842e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142583 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -14749371.000000 Penalty: 3863.061279
	Iteration 30Q: 3 clusters Score -1.474937e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143439 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -14749994.000000 Penalty: 3863.061279
	Iteration 31Q: 3 clusters Score -1.474999e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144000 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -14750414.000000 Penalty: 3863.061279
	Iteration 32Q: 3 clusters Score -1.475041e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144369 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -14750674.000000 Penalty: 3863.061279
	Iteration 33Q: 3 clusters Score -1.475067e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144577 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -14750815.000000 Penalty: 3863.061279
	Iteration 34Q: 3 clusters Score -1.475082e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144695 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -14750916.000000 Penalty: 3863.061279
	Iteration 35Q: 3 clusters Score -1.475092e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144760 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -14750980.000000 Penalty: 3863.061279
	Iteration 36Q: 3 clusters Score -1.475098e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144809 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -14751046.000000 Penalty: 3863.061279
	Iteration 37Q: 3 clusters Score -1.475105e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144848 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -14751065.000000 Penalty: 3863.061279
	Iteration 38Q: 3 clusters Score -1.475106e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144872 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -14751081.000000 Penalty: 3863.061279
	Iteration 39Q: 3 clusters Score -1.475108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144884 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -14751097.000000 Penalty: 3863.061279
	Iteration 40F: 3 clusters Score -1.47511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144888 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -14751099.000000 Penalty: 3863.061279
	Iteration 41Q: 3 clusters Score -1.47511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144891 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -14751106.000000 Penalty: 3863.061279
	Iteration 42Q: 3 clusters Score -1.475111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144895 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -14751102.000000 Penalty: 3863.061279
	Iteration 43Q: 3 clusters Score -1.47511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144896 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -14751093.000000 Penalty: 3863.061279
	Iteration 44Q: 3 clusters Score -1.475109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144898 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -14751098.000000 Penalty: 3863.061279
	Iteration 45Q: 3 clusters Score -1.47511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144899 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -14751097.000000 Penalty: 3863.061279
	Iteration 46Q: 3 clusters Score -1.47511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144900 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -14751103.000000 Penalty: 3863.061279
	Iteration 47Q: 3 clusters Score -1.47511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144905 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -14751114.000000 Penalty: 3863.061279
	Iteration 48Q: 3 clusters Score -1.475111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144907 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -14751107.000000 Penalty: 3863.061279
	Iteration 49Q: 3 clusters Score -1.475111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144909 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -14751115.000000 Penalty: 3863.061279
	Iteration 50Q: 3 clusters Score -1.475112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144911 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -14751114.000000 Penalty: 3863.061279
	Iteration 51Q: 3 clusters Score -1.475111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144912 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -14751115.000000 Penalty: 3863.061279
	Iteration 52Q: 3 clusters Score -1.475112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144912 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -14751115.000000 Penalty: 3863.061279
	Iteration 53F: 3 clusters Score -1.475112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Entering Unmasked Estep 
Score: -4223091.500000 Penalty: 1727.923584
	Iteration 0F: 2 clusters Score -4223092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -4195300.000000 Penalty: 3455.847168
	Iteration 0F: 3 clusters Score -4195300 nChanged 19442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -4206246.500000 Penalty: 3455.847168
	Iteration 1F: 3 clusters Score -4206246 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -4206814.500000 Penalty: 3455.847168
	Iteration 2Q: 3 clusters Score -4206814 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -4207522.000000 Penalty: 3455.847168
	Iteration 3Q: 3 clusters Score -4207522 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -4208481.000000 Penalty: 3455.847168
	Iteration 4Q: 3 clusters Score -4208481 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -4209867.000000 Penalty: 3455.847168
	Iteration 5F: 3 clusters Score -4209867 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -4211831.500000 Penalty: 3455.847168
	Iteration 6F: 3 clusters Score -4211832 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -4214203.000000 Penalty: 3455.847168
	Iteration 7F: 3 clusters Score -4214203 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -4216328.000000 Penalty: 3455.847168
	Iteration 8F: 3 clusters Score -4216328 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -4217906.000000 Penalty: 3455.847168
	Iteration 9Q: 3 clusters Score -4217906 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -4218993.500000 Penalty: 3455.847168
	Iteration 10Q: 3 clusters Score -4218994 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -4219646.500000 Penalty: 3455.847168
	Iteration 11Q: 3 clusters Score -4219646 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4220104.500000 Penalty: 3455.847168
	Iteration 12Q: 3 clusters Score -4220104 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4220467.500000 Penalty: 3455.847168
	Iteration 13Q: 3 clusters Score -4220468 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4220748.500000 Penalty: 3455.847168
	Iteration 14Q: 3 clusters Score -4220748 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4220948.500000 Penalty: 3455.847168
	Iteration 15Q: 3 clusters Score -4220948 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4221103.500000 Penalty: 3455.847168
	Iteration 16Q: 3 clusters Score -4221104 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4221218.500000 Penalty: 3455.847168
	Iteration 17Q: 3 clusters Score -4221218 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4221315.000000 Penalty: 3455.847168
	Iteration 18Q: 3 clusters Score -4221315 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4221383.000000 Penalty: 3455.847168
	Iteration 19Q: 3 clusters Score -4221383 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4221434.000000 Penalty: 3455.847168
	Iteration 20F: 3 clusters Score -4221434 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4221466.000000 Penalty: 3455.847168
	Iteration 21Q: 3 clusters Score -4221466 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4221492.000000 Penalty: 3455.847168
	Iteration 22Q: 3 clusters Score -4221492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4221510.500000 Penalty: 3455.847168
	Iteration 23Q: 3 clusters Score -4221510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4221528.500000 Penalty: 3455.847168
	Iteration 24Q: 3 clusters Score -4221528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4221539.500000 Penalty: 3455.847168
	Iteration 25Q: 3 clusters Score -4221540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4221556.000000 Penalty: 3455.847168
	Iteration 26Q: 3 clusters Score -4221556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4221565.500000 Penalty: 3455.847168
	Iteration 27Q: 3 clusters Score -4221566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4221565.000000 Penalty: 3455.847168
	Iteration 28Q: 3 clusters Score -4221565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4221570.500000 Penalty: 3455.847168
	Iteration 29Q: 3 clusters Score -4221570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4221571.500000 Penalty: 3455.847168
	Iteration 30Q: 3 clusters Score -4221572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4221575.500000 Penalty: 3455.847168
	Iteration 31Q: 3 clusters Score -4221576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4221581.500000 Penalty: 3455.847168
	Iteration 32Q: 3 clusters Score -4221582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4221586.500000 Penalty: 3455.847168
	Iteration 33Q: 3 clusters Score -4221586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4221590.500000 Penalty: 3455.847168
	Iteration 34Q: 3 clusters Score -4221590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4221597.000000 Penalty: 3455.847168
	Iteration 35Q: 3 clusters Score -4221597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4221599.500000 Penalty: 3455.847168
	Iteration 36Q: 3 clusters Score -4221600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4221614.500000 Penalty: 3455.847168
	Iteration 37Q: 3 clusters Score -4221614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4221615.000000 Penalty: 3455.847168
	Iteration 38Q: 3 clusters Score -4221615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4221616.000000 Penalty: 3455.847168
	Iteration 39Q: 3 clusters Score -4221616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4221616.000000 Penalty: 3455.847168
	Iteration 40F: 3 clusters Score -4221616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4221616.500000 Penalty: 3455.847168
	Iteration 41Q: 3 clusters Score -4221616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4221618.000000 Penalty: 3455.847168
	Iteration 42Q: 3 clusters Score -4221618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4221617.000000 Penalty: 3455.847168
	Iteration 43Q: 3 clusters Score -4221617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4221618.000000 Penalty: 3455.847168
	Iteration 44Q: 3 clusters Score -4221618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4221618.000000 Penalty: 3455.847168
	Iteration 45F: 3 clusters Score -4221618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Entering Unmasked Estep 
Score: -629038.125000 Penalty: 1418.421875
	Iteration 0F: 2 clusters Score -629038.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -624348.250000 Penalty: 2836.843750
	Iteration 0F: 3 clusters Score -624348.2 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -625715.125000 Penalty: 2836.843750
	Iteration 1F: 3 clusters Score -625715.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -625917.750000 Penalty: 2836.843750
	Iteration 2F: 3 clusters Score -625917.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -626095.937500 Penalty: 2836.843750
	Iteration 3F: 3 clusters Score -626095.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -626230.937500 Penalty: 2836.843750
	Iteration 4Q: 3 clusters Score -626230.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -626361.812500 Penalty: 2836.843750
	Iteration 5Q: 3 clusters Score -626361.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -626464.187500 Penalty: 2836.843750
	Iteration 6Q: 3 clusters Score -626464.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -626565.500000 Penalty: 2836.843750
	Iteration 7Q: 3 clusters Score -626565.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -626671.375000 Penalty: 2836.843750
	Iteration 8Q: 3 clusters Score -626671.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -626797.750000 Penalty: 2836.843750
	Iteration 9Q: 3 clusters Score -626797.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -626920.375000 Penalty: 2836.843750
	Iteration 10Q: 3 clusters Score -626920.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -627050.375000 Penalty: 2836.843750
	Iteration 11Q: 3 clusters Score -627050.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -627184.625000 Penalty: 2836.843750
	Iteration 12Q: 3 clusters Score -627184.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -627314.937500 Penalty: 2836.843750
	Iteration 13Q: 3 clusters Score -627314.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -627426.812500 Penalty: 2836.843750
	Iteration 14Q: 3 clusters Score -627426.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -627527.562500 Penalty: 2836.843750
	Iteration 15Q: 3 clusters Score -627527.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -627597.625000 Penalty: 2836.843750
	Iteration 16Q: 3 clusters Score -627597.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -627652.562500 Penalty: 2836.843750
	Iteration 17Q: 3 clusters Score -627652.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -627682.750000 Penalty: 2836.843750
	Iteration 18Q: 3 clusters Score -627682.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -627703.375000 Penalty: 2836.843750
	Iteration 19Q: 3 clusters Score -627703.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -627722.062500 Penalty: 2836.843750
	Iteration 20F: 3 clusters Score -627722.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -627738.812500 Penalty: 2836.843750
	Iteration 21Q: 3 clusters Score -627738.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -627752.875000 Penalty: 2836.843750
	Iteration 22Q: 3 clusters Score -627752.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -627762.312500 Penalty: 2836.843750
	Iteration 23Q: 3 clusters Score -627762.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -627771.812500 Penalty: 2836.843750
	Iteration 24Q: 3 clusters Score -627771.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -627781.375000 Penalty: 2836.843750
	Iteration 25Q: 3 clusters Score -627781.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -627792.937500 Penalty: 2836.843750
	Iteration 26Q: 3 clusters Score -627792.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -627802.750000 Penalty: 2836.843750
	Iteration 27Q: 3 clusters Score -627802.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -627816.687500 Penalty: 2836.843750
	Iteration 28Q: 3 clusters Score -627816.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -627820.187500 Penalty: 2836.843750
	Iteration 29Q: 3 clusters Score -627820.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -627825.125000 Penalty: 2836.843750
	Iteration 30Q: 3 clusters Score -627825.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -627828.687500 Penalty: 2836.843750
	Iteration 31Q: 3 clusters Score -627828.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -627830.062500 Penalty: 2836.843750
	Iteration 32Q: 3 clusters Score -627830.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -627831.125000 Penalty: 2836.843750
	Iteration 33Q: 3 clusters Score -627831.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -627832.312500 Penalty: 2836.843750
	Iteration 34Q: 3 clusters Score -627832.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -627834.000000 Penalty: 2836.843750
	Iteration 35Q: 3 clusters Score -627834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -627834.812500 Penalty: 2836.843750
	Iteration 36Q: 3 clusters Score -627834.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -627834.812500 Penalty: 2836.843750
	Iteration 37F: 3 clusters Score -627834.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Entering Unmasked Estep 
Score: -283621.093750 Penalty: 1304.305786
	Iteration 0F: 2 clusters Score -283621.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -280919.906250 Penalty: 2608.611572
	Iteration 0F: 3 clusters Score -280919.9 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -281804.437500 Penalty: 2608.611572
	Iteration 1F: 3 clusters Score -281804.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -282073.812500 Penalty: 2608.611572
	Iteration 2F: 3 clusters Score -282073.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -282282.531250 Penalty: 2608.611572
	Iteration 3F: 3 clusters Score -282282.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -282503.281250 Penalty: 2608.611572
	Iteration 4F: 3 clusters Score -282503.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -282719.000000 Penalty: 2608.611572
	Iteration 5F: 3 clusters Score -282719 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -282887.562500 Penalty: 2608.611572
	Iteration 6F: 3 clusters Score -282887.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -283005.187500 Penalty: 2608.611572
	Iteration 7Q: 3 clusters Score -283005.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -283071.093750 Penalty: 2608.611572
	Iteration 8Q: 3 clusters Score -283071.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -283112.656250 Penalty: 2608.611572
	Iteration 9Q: 3 clusters Score -283112.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -283139.750000 Penalty: 2608.611572
	Iteration 10Q: 3 clusters Score -283139.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -283157.656250 Penalty: 2608.611572
	Iteration 11Q: 3 clusters Score -283157.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -283203.843750 Penalty: 2608.611572
	Iteration 12Q: 3 clusters Score -283203.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -283217.312500 Penalty: 2608.611572
	Iteration 13Q: 3 clusters Score -283217.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -283223.531250 Penalty: 2608.611572
	Iteration 14Q: 3 clusters Score -283223.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -283224.718750 Penalty: 2608.611572
	Iteration 15Q: 3 clusters Score -283224.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -283225.625000 Penalty: 2608.611572
	Iteration 16Q: 3 clusters Score -283225.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -283231.343750 Penalty: 2608.611572
	Iteration 17Q: 3 clusters Score -283231.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -283241.718750 Penalty: 2608.611572
	Iteration 18Q: 3 clusters Score -283241.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -283251.312500 Penalty: 2608.611572
	Iteration 19Q: 3 clusters Score -283251.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -283286.343750 Penalty: 2608.611572
	Iteration 20F: 3 clusters Score -283286.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -283331.125000 Penalty: 2608.611572
	Iteration 21Q: 3 clusters Score -283331.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -283341.062500 Penalty: 2608.611572
	Iteration 22Q: 3 clusters Score -283341.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -283348.937500 Penalty: 2608.611572
	Iteration 23Q: 3 clusters Score -283348.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -283356.750000 Penalty: 2608.611572
	Iteration 24Q: 3 clusters Score -283356.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -283358.031250 Penalty: 2608.611572
	Iteration 25Q: 3 clusters Score -283358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -283359.781250 Penalty: 2608.611572
	Iteration 26Q: 3 clusters Score -283359.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -283362.031250 Penalty: 2608.611572
	Iteration 27Q: 3 clusters Score -283362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -283366.218750 Penalty: 2608.611572
	Iteration 28Q: 3 clusters Score -283366.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -283369.625000 Penalty: 2608.611572
	Iteration 29Q: 3 clusters Score -283369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -283372.031250 Penalty: 2608.611572
	Iteration 30Q: 3 clusters Score -283372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -283373.437500 Penalty: 2608.611572
	Iteration 31Q: 3 clusters Score -283373.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -283374.656250 Penalty: 2608.611572
	Iteration 32Q: 3 clusters Score -283374.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -283375.062500 Penalty: 2608.611572
	Iteration 33Q: 3 clusters Score -283375.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -283375.968750 Penalty: 2608.611572
	Iteration 34Q: 3 clusters Score -283376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -283375.812500 Penalty: 2608.611572
	Iteration 35Q: 3 clusters Score -283375.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -283375.906250 Penalty: 2608.611572
	Iteration 36Q: 3 clusters Score -283375.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -283376.187500 Penalty: 2608.611572
	Iteration 37Q: 3 clusters Score -283376.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -283376.187500 Penalty: 2608.611572
	Iteration 38F: 3 clusters Score -283376.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (157381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157381 members 
Entering Unmasked Estep 
Score: -15999608.000000 Penalty: 1944.544067
	Iteration 0F: 2 clusters Score -1.599961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79002 members 
Mstep: Class 2 contains 78379 members 
Entering Unmasked Estep 
Score: -15895258.000000 Penalty: 3889.088135
	Iteration 0F: 3 clusters Score -1.589526e+07 nChanged 75678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85374 members 
Mstep: Class 2 contains 72007 members 
Entering Unmasked Estep 
Score: -15940621.000000 Penalty: 3889.088135
	Iteration 1F: 3 clusters Score -1.594062e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89894 members 
Mstep: Class 2 contains 67487 members 
Entering Unmasked Estep 
Score: -15942649.000000 Penalty: 3889.088135
	Iteration 2Q: 3 clusters Score -1.594265e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96666 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -15946302.000000 Penalty: 3889.088135
	Iteration 3F: 3 clusters Score -1.59463e+07 nChanged 10348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106186 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -15952437.000000 Penalty: 3889.088135
	Iteration 4F: 3 clusters Score -1.595244e+07 nChanged 12634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118348 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -15962346.000000 Penalty: 3889.088135
	Iteration 5F: 3 clusters Score -1.596235e+07 nChanged 13757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131897 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -15975063.000000 Penalty: 3889.088135
	Iteration 6F: 3 clusters Score -1.597506e+07 nChanged 11971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143778 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -15986565.000000 Penalty: 3889.088135
	Iteration 7F: 3 clusters Score -1.598656e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151237 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -15993522.000000 Penalty: 3889.088135
	Iteration 8Q: 3 clusters Score -1.599352e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154856 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -15996479.000000 Penalty: 3889.088135
	Iteration 9Q: 3 clusters Score -1.599648e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156211 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -15997409.000000 Penalty: 3889.088135
	Iteration 10Q: 3 clusters Score -1.599741e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156699 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -15997674.000000 Penalty: 3889.088135
	Iteration 11Q: 3 clusters Score -1.599767e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156884 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -15997802.000000 Penalty: 3889.088135
	Iteration 12Q: 3 clusters Score -1.59978e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156976 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -15997851.000000 Penalty: 3889.088135
	Iteration 13Q: 3 clusters Score -1.599785e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157028 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -15997916.000000 Penalty: 3889.088135
	Iteration 14Q: 3 clusters Score -1.599792e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157052 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -15997929.000000 Penalty: 3889.088135
	Iteration 15Q: 3 clusters Score -1.599793e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157066 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -15997950.000000 Penalty: 3889.088135
	Iteration 16Q: 3 clusters Score -1.599795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157076 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -15997970.000000 Penalty: 3889.088135
	Iteration 17Q: 3 clusters Score -1.599797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157077 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -15997980.000000 Penalty: 3889.088135
	Iteration 18Q: 3 clusters Score -1.599798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157079 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -15997989.000000 Penalty: 3889.088135
	Iteration 19Q: 3 clusters Score -1.599799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157077 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -15998000.000000 Penalty: 3889.088135
	Iteration 20F: 3 clusters Score -1.5998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157078 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -15998002.000000 Penalty: 3889.088135
	Iteration 21Q: 3 clusters Score -1.5998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157078 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -15998010.000000 Penalty: 3889.088135
	Iteration 22Q: 3 clusters Score -1.599801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157080 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -15998020.000000 Penalty: 3889.088135
	Iteration 23Q: 3 clusters Score -1.599802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157084 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -15998015.000000 Penalty: 3889.088135
	Iteration 24Q: 3 clusters Score -1.599802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157084 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -15998027.000000 Penalty: 3889.088135
	Iteration 25Q: 3 clusters Score -1.599803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157085 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -15998030.000000 Penalty: 3889.088135
	Iteration 26Q: 3 clusters Score -1.599803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157085 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -15998036.000000 Penalty: 3889.088135
	Iteration 27Q: 3 clusters Score -1.599804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157083 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -15998040.000000 Penalty: 3889.088135
	Iteration 28Q: 3 clusters Score -1.599804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157082 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -15998037.000000 Penalty: 3889.088135
	Iteration 29Q: 3 clusters Score -1.599804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157081 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -15998029.000000 Penalty: 3889.088135
	Iteration 30Q: 3 clusters Score -1.599803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157081 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -15998029.000000 Penalty: 3889.088135
	Iteration 31F: 3 clusters Score -1.599803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Entering Unmasked Estep 
Score: -309070.406250 Penalty: 1301.467407
	Iteration 0F: 2 clusters Score -309070.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -306320.843750 Penalty: 2602.934814
	Iteration 0F: 3 clusters Score -306320.8 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -306972.687500 Penalty: 2602.934814
	Iteration 1F: 3 clusters Score -306972.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -307093.187500 Penalty: 2602.934814
	Iteration 2F: 3 clusters Score -307093.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -307197.718750 Penalty: 2602.934814
	Iteration 3Q: 3 clusters Score -307197.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -307302.750000 Penalty: 2602.934814
	Iteration 4Q: 3 clusters Score -307302.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -307409.250000 Penalty: 2602.934814
	Iteration 5Q: 3 clusters Score -307409.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -307541.718750 Penalty: 2602.934814
	Iteration 6Q: 3 clusters Score -307541.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -307698.875000 Penalty: 2602.934814
	Iteration 7F: 3 clusters Score -307698.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -307885.968750 Penalty: 2602.934814
	Iteration 8F: 3 clusters Score -307886 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -308064.781250 Penalty: 2602.934814
	Iteration 9F: 3 clusters Score -308064.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -308184.968750 Penalty: 2602.934814
	Iteration 10Q: 3 clusters Score -308185 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -308266.250000 Penalty: 2602.934814
	Iteration 11Q: 3 clusters Score -308266.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -308323.062500 Penalty: 2602.934814
	Iteration 12Q: 3 clusters Score -308323.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -308367.468750 Penalty: 2602.934814
	Iteration 13Q: 3 clusters Score -308367.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -308390.656250 Penalty: 2602.934814
	Iteration 14Q: 3 clusters Score -308390.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -308410.687500 Penalty: 2602.934814
	Iteration 15Q: 3 clusters Score -308410.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -308420.250000 Penalty: 2602.934814
	Iteration 16Q: 3 clusters Score -308420.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -308424.406250 Penalty: 2602.934814
	Iteration 17Q: 3 clusters Score -308424.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -308426.437500 Penalty: 2602.934814
	Iteration 18Q: 3 clusters Score -308426.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -308428.343750 Penalty: 2602.934814
	Iteration 19Q: 3 clusters Score -308428.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -308429.562500 Penalty: 2602.934814
	Iteration 20F: 3 clusters Score -308429.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -308431.093750 Penalty: 2602.934814
	Iteration 21Q: 3 clusters Score -308431.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -308432.343750 Penalty: 2602.934814
	Iteration 22Q: 3 clusters Score -308432.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -308433.156250 Penalty: 2602.934814
	Iteration 23Q: 3 clusters Score -308433.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -308434.125000 Penalty: 2602.934814
	Iteration 24Q: 3 clusters Score -308434.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -308434.718750 Penalty: 2602.934814
	Iteration 25Q: 3 clusters Score -308434.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -308435.093750 Penalty: 2602.934814
	Iteration 26Q: 3 clusters Score -308435.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -308435.093750 Penalty: 2602.934814
	Iteration 27F: 3 clusters Score -308435.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (164475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164475 members 
Entering Unmasked Estep 
Score: -16561849.000000 Penalty: 1951.708618
	Iteration 0F: 2 clusters Score -1.656185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81976 members 
Mstep: Class 2 contains 82499 members 
Entering Unmasked Estep 
Score: -16455118.000000 Penalty: 3903.417236
	Iteration 0F: 3 clusters Score -1.645512e+07 nChanged 79206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78458 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
Score: -16501518.000000 Penalty: 3903.417236
	Iteration 1F: 3 clusters Score -1.650152e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75727 members 
Mstep: Class 2 contains 88748 members 
Entering Unmasked Estep 
Score: -16502628.000000 Penalty: 3903.417236
	Iteration 2Q: 3 clusters Score -1.650263e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 92844 members 
Entering Unmasked Estep 
Score: -16504225.000000 Penalty: 3903.417236
	Iteration 3Q: 3 clusters Score -1.650422e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 99147 members 
Entering Unmasked Estep 
Score: -16507105.000000 Penalty: 3903.417236
	Iteration 4Q: 3 clusters Score -1.65071e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 108445 members 
Entering Unmasked Estep 
Score: -16512266.000000 Penalty: 3903.417236
	Iteration 5F: 3 clusters Score -1.651227e+07 nChanged 12562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 120887 members 
Entering Unmasked Estep 
Score: -16521518.000000 Penalty: 3903.417236
	Iteration 6F: 3 clusters Score -1.652152e+07 nChanged 14299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 135156 members 
Entering Unmasked Estep 
Score: -16533963.000000 Penalty: 3903.417236
	Iteration 7F: 3 clusters Score -1.653396e+07 nChanged 13170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 148320 members 
Entering Unmasked Estep 
Score: -16547388.000000 Penalty: 3903.417236
	Iteration 8F: 3 clusters Score -1.654739e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 157589 members 
Entering Unmasked Estep 
Score: -16555946.000000 Penalty: 3903.417236
	Iteration 9F: 3 clusters Score -1.655595e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 162345 members 
Entering Unmasked Estep 
Score: -16559024.000000 Penalty: 3903.417236
	Iteration 10Q: 3 clusters Score -1.655902e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 163882 members 
Entering Unmasked Estep 
Score: -16559810.000000 Penalty: 3903.417236
	Iteration 11Q: 3 clusters Score -1.655981e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 164223 members 
Entering Unmasked Estep 
Score: -16560022.000000 Penalty: 3903.417236
	Iteration 12Q: 3 clusters Score -1.656002e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164303 members 
Entering Unmasked Estep 
Score: -16560121.000000 Penalty: 3903.417236
	Iteration 13Q: 3 clusters Score -1.656012e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 164326 members 
Entering Unmasked Estep 
Score: -16560166.000000 Penalty: 3903.417236
	Iteration 14Q: 3 clusters Score -1.656017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 164333 members 
Entering Unmasked Estep 
Score: -16560174.000000 Penalty: 3903.417236
	Iteration 15Q: 3 clusters Score -1.656017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 164341 members 
Entering Unmasked Estep 
Score: -16560189.000000 Penalty: 3903.417236
	Iteration 16Q: 3 clusters Score -1.656019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 164347 members 
Entering Unmasked Estep 
Score: -16560208.000000 Penalty: 3903.417236
	Iteration 17Q: 3 clusters Score -1.656021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 164349 members 
Entering Unmasked Estep 
Score: -16560203.000000 Penalty: 3903.417236
	Iteration 18Q: 3 clusters Score -1.65602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 164350 members 
Entering Unmasked Estep 
Score: -16560205.000000 Penalty: 3903.417236
	Iteration 19Q: 3 clusters Score -1.65602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 164350 members 
Entering Unmasked Estep 
Score: -16560215.000000 Penalty: 3903.417236
	Iteration 20F: 3 clusters Score -1.656022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 164351 members 
Entering Unmasked Estep 
Score: -16560221.000000 Penalty: 3903.417236
	Iteration 21Q: 3 clusters Score -1.656022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 164351 members 
Entering Unmasked Estep 
Score: -16560221.000000 Penalty: 3903.417236
	Iteration 22F: 3 clusters Score -1.656022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (204707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204707 members 
Entering Unmasked Estep 
Score: -20924252.000000 Penalty: 1987.266968
	Iteration 0F: 2 clusters Score -2.092425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102329 members 
Mstep: Class 2 contains 102378 members 
Entering Unmasked Estep 
Score: -20805810.000000 Penalty: 3974.533936
	Iteration 0F: 3 clusters Score -2.080581e+07 nChanged 99116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102933 members 
Mstep: Class 2 contains 101774 members 
Entering Unmasked Estep 
Score: -20865348.000000 Penalty: 3974.533936
	Iteration 1F: 3 clusters Score -2.086535e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102734 members 
Mstep: Class 2 contains 101973 members 
Entering Unmasked Estep 
Score: -20867518.000000 Penalty: 3974.533936
	Iteration 2Q: 3 clusters Score -2.086752e+07 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101972 members 
Mstep: Class 2 contains 102735 members 
Entering Unmasked Estep 
Score: -20870126.000000 Penalty: 3974.533936
	Iteration 3Q: 3 clusters Score -2.087013e+07 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100352 members 
Mstep: Class 2 contains 104355 members 
Entering Unmasked Estep 
Score: -20874046.000000 Penalty: 3974.533936
	Iteration 4Q: 3 clusters Score -2.087405e+07 nChanged 10901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97447 members 
Mstep: Class 2 contains 107260 members 
Entering Unmasked Estep 
Score: -20879906.000000 Penalty: 3974.533936
	Iteration 5F: 3 clusters Score -2.087991e+07 nChanged 13159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 111383 members 
Entering Unmasked Estep 
Score: -20888670.000000 Penalty: 3974.533936
	Iteration 6F: 3 clusters Score -2.088867e+07 nChanged 14836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89044 members 
Mstep: Class 2 contains 115663 members 
Entering Unmasked Estep 
Score: -20899960.000000 Penalty: 3974.533936
	Iteration 7F: 3 clusters Score -2.089996e+07 nChanged 14166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85834 members 
Mstep: Class 2 contains 118873 members 
Entering Unmasked Estep 
Score: -20908796.000000 Penalty: 3974.533936
	Iteration 8F: 3 clusters Score -2.09088e+07 nChanged 10141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83993 members 
Mstep: Class 2 contains 120714 members 
Entering Unmasked Estep 
Score: -20912370.000000 Penalty: 3974.533936
	Iteration 9Q: 3 clusters Score -2.091237e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82718 members 
Mstep: Class 2 contains 121989 members 
Entering Unmasked Estep 
Score: -20913608.000000 Penalty: 3974.533936
	Iteration 10Q: 3 clusters Score -2.091361e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 123112 members 
Entering Unmasked Estep 
Score: -20913920.000000 Penalty: 3974.533936
	Iteration 11Q: 3 clusters Score -2.091392e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 124116 members 
Entering Unmasked Estep 
Score: -20914312.000000 Penalty: 3974.533936
	Iteration 12Q: 3 clusters Score -2.091431e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79734 members 
Mstep: Class 2 contains 124973 members 
Entering Unmasked Estep 
Score: -20914586.000000 Penalty: 3974.533936
	Iteration 13Q: 3 clusters Score -2.091459e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79023 members 
Mstep: Class 2 contains 125684 members 
Entering Unmasked Estep 
Score: -20914814.000000 Penalty: 3974.533936
	Iteration 14Q: 3 clusters Score -2.091481e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78378 members 
Mstep: Class 2 contains 126329 members 
Entering Unmasked Estep 
Score: -20915166.000000 Penalty: 3974.533936
	Iteration 15Q: 3 clusters Score -2.091517e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77771 members 
Mstep: Class 2 contains 126936 members 
Entering Unmasked Estep 
Score: -20915376.000000 Penalty: 3974.533936
	Iteration 16Q: 3 clusters Score -2.091538e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77218 members 
Mstep: Class 2 contains 127489 members 
Entering Unmasked Estep 
Score: -20915570.000000 Penalty: 3974.533936
	Iteration 17Q: 3 clusters Score -2.091557e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76730 members 
Mstep: Class 2 contains 127977 members 
Entering Unmasked Estep 
Score: -20915768.000000 Penalty: 3974.533936
	Iteration 18Q: 3 clusters Score -2.091577e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76305 members 
Mstep: Class 2 contains 128402 members 
Entering Unmasked Estep 
Score: -20915844.000000 Penalty: 3974.533936
	Iteration 19Q: 3 clusters Score -2.091584e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75947 members 
Mstep: Class 2 contains 128760 members 
Entering Unmasked Estep 
Score: -20915904.000000 Penalty: 3974.533936
	Iteration 20F: 3 clusters Score -2.09159e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75665 members 
Mstep: Class 2 contains 129042 members 
Entering Unmasked Estep 
Score: -20916014.000000 Penalty: 3974.533936
	Iteration 21Q: 3 clusters Score -2.091601e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75445 members 
Mstep: Class 2 contains 129262 members 
Entering Unmasked Estep 
Score: -20916070.000000 Penalty: 3974.533936
	Iteration 22Q: 3 clusters Score -2.091607e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75341 members 
Mstep: Class 2 contains 129366 members 
Entering Unmasked Estep 
Score: -20916204.000000 Penalty: 3974.533936
	Iteration 23Q: 3 clusters Score -2.09162e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75290 members 
Mstep: Class 2 contains 129417 members 
Entering Unmasked Estep 
Score: -20916318.000000 Penalty: 3974.533936
	Iteration 24Q: 3 clusters Score -2.091632e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75336 members 
Mstep: Class 2 contains 129371 members 
Entering Unmasked Estep 
Score: -20916312.000000 Penalty: 3974.533936
	Iteration 25Q: 3 clusters Score -2.091631e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75410 members 
Mstep: Class 2 contains 129297 members 
Entering Unmasked Estep 
Score: -20916296.000000 Penalty: 3974.533936
	Iteration 26Q: 3 clusters Score -2.09163e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75534 members 
Mstep: Class 2 contains 129173 members 
Entering Unmasked Estep 
Score: -20916280.000000 Penalty: 3974.533936
	Iteration 27Q: 3 clusters Score -2.091628e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75696 members 
Mstep: Class 2 contains 129011 members 
Entering Unmasked Estep 
Score: -20916294.000000 Penalty: 3974.533936
	Iteration 28Q: 3 clusters Score -2.091629e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75837 members 
Mstep: Class 2 contains 128870 members 
Entering Unmasked Estep 
Score: -20916268.000000 Penalty: 3974.533936
	Iteration 29Q: 3 clusters Score -2.091627e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75997 members 
Mstep: Class 2 contains 128710 members 
Entering Unmasked Estep 
Score: -20916260.000000 Penalty: 3974.533936
	Iteration 30Q: 3 clusters Score -2.091626e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76191 members 
Mstep: Class 2 contains 128516 members 
Entering Unmasked Estep 
Score: -20916276.000000 Penalty: 3974.533936
	Iteration 31Q: 3 clusters Score -2.091628e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 128292 members 
Entering Unmasked Estep 
Score: -20916308.000000 Penalty: 3974.533936
	Iteration 32Q: 3 clusters Score -2.091631e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76640 members 
Mstep: Class 2 contains 128067 members 
Entering Unmasked Estep 
Score: -20916258.000000 Penalty: 3974.533936
	Iteration 33Q: 3 clusters Score -2.091626e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76861 members 
Mstep: Class 2 contains 127846 members 
Entering Unmasked Estep 
Score: -20916202.000000 Penalty: 3974.533936
	Iteration 34Q: 3 clusters Score -2.09162e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 127646 members 
Entering Unmasked Estep 
Score: -20916126.000000 Penalty: 3974.533936
	Iteration 35Q: 3 clusters Score -2.091613e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77275 members 
Mstep: Class 2 contains 127432 members 
Entering Unmasked Estep 
Score: -20915988.000000 Penalty: 3974.533936
	Iteration 36Q: 3 clusters Score -2.091599e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77503 members 
Mstep: Class 2 contains 127204 members 
Entering Unmasked Estep 
Score: -20915892.000000 Penalty: 3974.533936
	Iteration 37Q: 3 clusters Score -2.091589e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77699 members 
Mstep: Class 2 contains 127008 members 
Entering Unmasked Estep 
Score: -20915876.000000 Penalty: 3974.533936
	Iteration 38Q: 3 clusters Score -2.091588e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77914 members 
Mstep: Class 2 contains 126793 members 
Entering Unmasked Estep 
Score: -20915866.000000 Penalty: 3974.533936
	Iteration 39Q: 3 clusters Score -2.091587e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78124 members 
Mstep: Class 2 contains 126583 members 
Entering Unmasked Estep 
Score: -20915780.000000 Penalty: 3974.533936
	Iteration 40F: 3 clusters Score -2.091578e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78349 members 
Mstep: Class 2 contains 126358 members 
Entering Unmasked Estep 
Score: -20915746.000000 Penalty: 3974.533936
	Iteration 41Q: 3 clusters Score -2.091575e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78579 members 
Mstep: Class 2 contains 126128 members 
Entering Unmasked Estep 
Score: -20915700.000000 Penalty: 3974.533936
	Iteration 42Q: 3 clusters Score -2.09157e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78830 members 
Mstep: Class 2 contains 125877 members 
Entering Unmasked Estep 
Score: -20915664.000000 Penalty: 3974.533936
	Iteration 43Q: 3 clusters Score -2.091566e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79098 members 
Mstep: Class 2 contains 125609 members 
Entering Unmasked Estep 
Score: -20915566.000000 Penalty: 3974.533936
	Iteration 44Q: 3 clusters Score -2.091557e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 125336 members 
Entering Unmasked Estep 
Score: -20915452.000000 Penalty: 3974.533936
	Iteration 45Q: 3 clusters Score -2.091545e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79680 members 
Mstep: Class 2 contains 125027 members 
Entering Unmasked Estep 
Score: -20915312.000000 Penalty: 3974.533936
	Iteration 46Q: 3 clusters Score -2.091531e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79990 members 
Mstep: Class 2 contains 124717 members 
Entering Unmasked Estep 
Score: -20915168.000000 Penalty: 3974.533936
	Iteration 47Q: 3 clusters Score -2.091517e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80301 members 
Mstep: Class 2 contains 124406 members 
Entering Unmasked Estep 
Score: -20915086.000000 Penalty: 3974.533936
	Iteration 48Q: 3 clusters Score -2.091509e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80627 members 
Mstep: Class 2 contains 124080 members 
Entering Unmasked Estep 
Score: -20915026.000000 Penalty: 3974.533936
	Iteration 49Q: 3 clusters Score -2.091503e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80967 members 
Mstep: Class 2 contains 123740 members 
Entering Unmasked Estep 
Score: -20914976.000000 Penalty: 3974.533936
	Iteration 50Q: 3 clusters Score -2.091498e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81284 members 
Mstep: Class 2 contains 123423 members 
Entering Unmasked Estep 
Score: -20914878.000000 Penalty: 3974.533936
	Iteration 51Q: 3 clusters Score -2.091488e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81615 members 
Mstep: Class 2 contains 123092 members 
Entering Unmasked Estep 
Score: -20914778.000000 Penalty: 3974.533936
	Iteration 52Q: 3 clusters Score -2.091478e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81989 members 
Mstep: Class 2 contains 122718 members 
Entering Unmasked Estep 
Score: -20914752.000000 Penalty: 3974.533936
	Iteration 53Q: 3 clusters Score -2.091475e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 122346 members 
Entering Unmasked Estep 
Score: -20914640.000000 Penalty: 3974.533936
	Iteration 54Q: 3 clusters Score -2.091464e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82766 members 
Mstep: Class 2 contains 121941 members 
Entering Unmasked Estep 
Score: -20914590.000000 Penalty: 3974.533936
	Iteration 55Q: 3 clusters Score -2.091459e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83194 members 
Mstep: Class 2 contains 121513 members 
Entering Unmasked Estep 
Score: -20914538.000000 Penalty: 3974.533936
	Iteration 56Q: 3 clusters Score -2.091454e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83615 members 
Mstep: Class 2 contains 121092 members 
Entering Unmasked Estep 
Score: -20914408.000000 Penalty: 3974.533936
	Iteration 57Q: 3 clusters Score -2.091441e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84044 members 
Mstep: Class 2 contains 120663 members 
Entering Unmasked Estep 
Score: -20914294.000000 Penalty: 3974.533936
	Iteration 58Q: 3 clusters Score -2.091429e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84477 members 
Mstep: Class 2 contains 120230 members 
Entering Unmasked Estep 
Score: -20914260.000000 Penalty: 3974.533936
	Iteration 59Q: 3 clusters Score -2.091426e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84893 members 
Mstep: Class 2 contains 119814 members 
Entering Unmasked Estep 
Score: -20914168.000000 Penalty: 3974.533936
	Iteration 60F: 3 clusters Score -2.091417e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85316 members 
Mstep: Class 2 contains 119391 members 
Entering Unmasked Estep 
Score: -20914092.000000 Penalty: 3974.533936
	Iteration 61Q: 3 clusters Score -2.091409e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85754 members 
Mstep: Class 2 contains 118953 members 
Entering Unmasked Estep 
Score: -20914004.000000 Penalty: 3974.533936
	Iteration 62Q: 3 clusters Score -2.0914e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86180 members 
Mstep: Class 2 contains 118527 members 
Entering Unmasked Estep 
Score: -20913900.000000 Penalty: 3974.533936
	Iteration 63Q: 3 clusters Score -2.09139e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86639 members 
Mstep: Class 2 contains 118068 members 
Entering Unmasked Estep 
Score: -20913858.000000 Penalty: 3974.533936
	Iteration 64Q: 3 clusters Score -2.091386e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87080 members 
Mstep: Class 2 contains 117627 members 
Entering Unmasked Estep 
Score: -20913782.000000 Penalty: 3974.533936
	Iteration 65Q: 3 clusters Score -2.091378e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87518 members 
Mstep: Class 2 contains 117189 members 
Entering Unmasked Estep 
Score: -20913762.000000 Penalty: 3974.533936
	Iteration 66Q: 3 clusters Score -2.091376e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87926 members 
Mstep: Class 2 contains 116781 members 
Entering Unmasked Estep 
Score: -20913766.000000 Penalty: 3974.533936
	Iteration 67Q: 3 clusters Score -2.091377e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88328 members 
Mstep: Class 2 contains 116379 members 
Entering Unmasked Estep 
Score: -20913754.000000 Penalty: 3974.533936
	Iteration 68Q: 3 clusters Score -2.091375e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88747 members 
Mstep: Class 2 contains 115960 members 
Entering Unmasked Estep 
Score: -20913736.000000 Penalty: 3974.533936
	Iteration 69Q: 3 clusters Score -2.091374e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89173 members 
Mstep: Class 2 contains 115534 members 
Entering Unmasked Estep 
Score: -20913668.000000 Penalty: 3974.533936
	Iteration 70Q: 3 clusters Score -2.091367e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89581 members 
Mstep: Class 2 contains 115126 members 
Entering Unmasked Estep 
Score: -20913658.000000 Penalty: 3974.533936
	Iteration 71Q: 3 clusters Score -2.091366e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90040 members 
Mstep: Class 2 contains 114667 members 
Entering Unmasked Estep 
Score: -20913592.000000 Penalty: 3974.533936
	Iteration 72Q: 3 clusters Score -2.091359e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90495 members 
Mstep: Class 2 contains 114212 members 
Entering Unmasked Estep 
Score: -20913616.000000 Penalty: 3974.533936
	Iteration 73Q: 3 clusters Score -2.091362e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90923 members 
Mstep: Class 2 contains 113784 members 
Entering Unmasked Estep 
Score: -20913628.000000 Penalty: 3974.533936
	Iteration 74Q: 3 clusters Score -2.091363e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91351 members 
Mstep: Class 2 contains 113356 members 
Entering Unmasked Estep 
Score: -20913710.000000 Penalty: 3974.533936
	Iteration 75Q: 3 clusters Score -2.091371e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91765 members 
Mstep: Class 2 contains 112942 members 
Entering Unmasked Estep 
Score: -20913656.000000 Penalty: 3974.533936
	Iteration 76Q: 3 clusters Score -2.091366e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92184 members 
Mstep: Class 2 contains 112523 members 
Entering Unmasked Estep 
Score: -20913578.000000 Penalty: 3974.533936
	Iteration 77Q: 3 clusters Score -2.091358e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92589 members 
Mstep: Class 2 contains 112118 members 
Entering Unmasked Estep 
Score: -20913626.000000 Penalty: 3974.533936
	Iteration 78Q: 3 clusters Score -2.091363e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92962 members 
Mstep: Class 2 contains 111745 members 
Entering Unmasked Estep 
Score: -20913636.000000 Penalty: 3974.533936
	Iteration 79Q: 3 clusters Score -2.091364e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93348 members 
Mstep: Class 2 contains 111359 members 
Entering Unmasked Estep 
Score: -20913646.000000 Penalty: 3974.533936
	Iteration 80F: 3 clusters Score -2.091365e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93765 members 
Mstep: Class 2 contains 110942 members 
Entering Unmasked Estep 
Score: -20913698.000000 Penalty: 3974.533936
	Iteration 81Q: 3 clusters Score -2.09137e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94189 members 
Mstep: Class 2 contains 110518 members 
Entering Unmasked Estep 
Score: -20913746.000000 Penalty: 3974.533936
	Iteration 82Q: 3 clusters Score -2.091375e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94621 members 
Mstep: Class 2 contains 110086 members 
Entering Unmasked Estep 
Score: -20913734.000000 Penalty: 3974.533936
	Iteration 83Q: 3 clusters Score -2.091373e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95072 members 
Mstep: Class 2 contains 109635 members 
Entering Unmasked Estep 
Score: -20913754.000000 Penalty: 3974.533936
	Iteration 84Q: 3 clusters Score -2.091375e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95528 members 
Mstep: Class 2 contains 109179 members 
Entering Unmasked Estep 
Score: -20913762.000000 Penalty: 3974.533936
	Iteration 85Q: 3 clusters Score -2.091376e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95991 members 
Mstep: Class 2 contains 108716 members 
Entering Unmasked Estep 
Score: -20913656.000000 Penalty: 3974.533936
	Iteration 86Q: 3 clusters Score -2.091366e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96498 members 
Mstep: Class 2 contains 108209 members 
Entering Unmasked Estep 
Score: -20913720.000000 Penalty: 3974.533936
	Iteration 87Q: 3 clusters Score -2.091372e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97010 members 
Mstep: Class 2 contains 107697 members 
Entering Unmasked Estep 
Score: -20913686.000000 Penalty: 3974.533936
	Iteration 88Q: 3 clusters Score -2.091369e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97545 members 
Mstep: Class 2 contains 107162 members 
Entering Unmasked Estep 
Score: -20913714.000000 Penalty: 3974.533936
	Iteration 89Q: 3 clusters Score -2.091371e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98114 members 
Mstep: Class 2 contains 106593 members 
Entering Unmasked Estep 
Score: -20913808.000000 Penalty: 3974.533936
	Iteration 90Q: 3 clusters Score -2.091381e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98660 members 
Mstep: Class 2 contains 106047 members 
Entering Unmasked Estep 
Score: -20913918.000000 Penalty: 3974.533936
	Iteration 91Q: 3 clusters Score -2.091392e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99222 members 
Mstep: Class 2 contains 105485 members 
Entering Unmasked Estep 
Score: -20913972.000000 Penalty: 3974.533936
	Iteration 92Q: 3 clusters Score -2.091397e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99783 members 
Mstep: Class 2 contains 104924 members 
Entering Unmasked Estep 
Score: -20913996.000000 Penalty: 3974.533936
	Iteration 93Q: 3 clusters Score -2.0914e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100422 members 
Mstep: Class 2 contains 104285 members 
Entering Unmasked Estep 
Score: -20914090.000000 Penalty: 3974.533936
	Iteration 94Q: 3 clusters Score -2.091409e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101058 members 
Mstep: Class 2 contains 103649 members 
Entering Unmasked Estep 
Score: -20914164.000000 Penalty: 3974.533936
	Iteration 95Q: 3 clusters Score -2.091416e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101719 members 
Mstep: Class 2 contains 102988 members 
Entering Unmasked Estep 
Score: -20914230.000000 Penalty: 3974.533936
	Iteration 96Q: 3 clusters Score -2.091423e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102352 members 
Mstep: Class 2 contains 102355 members 
Entering Unmasked Estep 
Score: -20914386.000000 Penalty: 3974.533936
	Iteration 97Q: 3 clusters Score -2.091439e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103095 members 
Mstep: Class 2 contains 101612 members 
Entering Unmasked Estep 
Score: -20914514.000000 Penalty: 3974.533936
	Iteration 98Q: 3 clusters Score -2.091451e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103879 members 
Mstep: Class 2 contains 100828 members 
Entering Unmasked Estep 
Score: -20914660.000000 Penalty: 3974.533936
	Iteration 99Q: 3 clusters Score -2.091466e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104635 members 
Mstep: Class 2 contains 100072 members 
Entering Unmasked Estep 
Score: -20914738.000000 Penalty: 3974.533936
	Iteration 100F: 3 clusters Score -2.091474e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105456 members 
Mstep: Class 2 contains 99251 members 
Entering Unmasked Estep 
Score: -20914822.000000 Penalty: 3974.533936
	Iteration 101Q: 3 clusters Score -2.091482e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106339 members 
Mstep: Class 2 contains 98368 members 
Entering Unmasked Estep 
Score: -20915014.000000 Penalty: 3974.533936
	Iteration 102Q: 3 clusters Score -2.091501e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107187 members 
Mstep: Class 2 contains 97520 members 
Entering Unmasked Estep 
Score: -20915118.000000 Penalty: 3974.533936
	Iteration 103Q: 3 clusters Score -2.091512e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108083 members 
Mstep: Class 2 contains 96624 members 
Entering Unmasked Estep 
Score: -20915208.000000 Penalty: 3974.533936
	Iteration 104Q: 3 clusters Score -2.091521e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109024 members 
Mstep: Class 2 contains 95683 members 
Entering Unmasked Estep 
Score: -20915342.000000 Penalty: 3974.533936
	Iteration 105Q: 3 clusters Score -2.091534e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110072 members 
Mstep: Class 2 contains 94635 members 
Entering Unmasked Estep 
Score: -20915508.000000 Penalty: 3974.533936
	Iteration 106Q: 3 clusters Score -2.091551e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111193 members 
Mstep: Class 2 contains 93514 members 
Entering Unmasked Estep 
Score: -20915764.000000 Penalty: 3974.533936
	Iteration 107Q: 3 clusters Score -2.091576e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112429 members 
Mstep: Class 2 contains 92278 members 
Entering Unmasked Estep 
Score: -20915932.000000 Penalty: 3974.533936
	Iteration 108Q: 3 clusters Score -2.091593e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113701 members 
Mstep: Class 2 contains 91006 members 
Entering Unmasked Estep 
Score: -20916100.000000 Penalty: 3974.533936
	Iteration 109Q: 3 clusters Score -2.09161e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115029 members 
Mstep: Class 2 contains 89678 members 
Entering Unmasked Estep 
Score: -20916388.000000 Penalty: 3974.533936
	Iteration 110Q: 3 clusters Score -2.091639e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116437 members 
Mstep: Class 2 contains 88270 members 
Entering Unmasked Estep 
Score: -20916634.000000 Penalty: 3974.533936
	Iteration 111Q: 3 clusters Score -2.091663e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117922 members 
Mstep: Class 2 contains 86785 members 
Entering Unmasked Estep 
Score: -20916892.000000 Penalty: 3974.533936
	Iteration 112Q: 3 clusters Score -2.091689e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119395 members 
Mstep: Class 2 contains 85312 members 
Entering Unmasked Estep 
Score: -20917100.000000 Penalty: 3974.533936
	Iteration 113Q: 3 clusters Score -2.09171e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120917 members 
Mstep: Class 2 contains 83790 members 
Entering Unmasked Estep 
Score: -20917442.000000 Penalty: 3974.533936
	Iteration 114Q: 3 clusters Score -2.091744e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122596 members 
Mstep: Class 2 contains 82111 members 
Entering Unmasked Estep 
Score: -20917722.000000 Penalty: 3974.533936
	Iteration 115Q: 3 clusters Score -2.091772e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124281 members 
Mstep: Class 2 contains 80426 members 
Entering Unmasked Estep 
Score: -20917946.000000 Penalty: 3974.533936
	Iteration 116Q: 3 clusters Score -2.091795e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125949 members 
Mstep: Class 2 contains 78758 members 
Entering Unmasked Estep 
Score: -20918306.000000 Penalty: 3974.533936
	Iteration 117Q: 3 clusters Score -2.091831e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127601 members 
Mstep: Class 2 contains 77106 members 
Entering Unmasked Estep 
Score: -20918498.000000 Penalty: 3974.533936
	Iteration 118Q: 3 clusters Score -2.09185e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129108 members 
Mstep: Class 2 contains 75599 members 
Entering Unmasked Estep 
Score: -20918754.000000 Penalty: 3974.533936
	Iteration 119Q: 3 clusters Score -2.091875e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130669 members 
Mstep: Class 2 contains 74038 members 
Entering Unmasked Estep 
Score: -20918968.000000 Penalty: 3974.533936
	Iteration 120F: 3 clusters Score -2.091897e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132430 members 
Mstep: Class 2 contains 72277 members 
Entering Unmasked Estep 
Score: -20919400.000000 Penalty: 3974.533936
	Iteration 121Q: 3 clusters Score -2.09194e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134341 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
Score: -20919648.000000 Penalty: 3974.533936
	Iteration 122Q: 3 clusters Score -2.091965e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136420 members 
Mstep: Class 2 contains 68287 members 
Entering Unmasked Estep 
Score: -20920068.000000 Penalty: 3974.533936
	Iteration 123Q: 3 clusters Score -2.092007e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138645 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -20920478.000000 Penalty: 3974.533936
	Iteration 124Q: 3 clusters Score -2.092048e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141054 members 
Mstep: Class 2 contains 63653 members 
Entering Unmasked Estep 
Score: -20921096.000000 Penalty: 3974.533936
	Iteration 125Q: 3 clusters Score -2.09211e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143554 members 
Mstep: Class 2 contains 61153 members 
Entering Unmasked Estep 
Score: -20921608.000000 Penalty: 3974.533936
	Iteration 126Q: 3 clusters Score -2.092161e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146034 members 
Mstep: Class 2 contains 58673 members 
Entering Unmasked Estep 
Score: -20922160.000000 Penalty: 3974.533936
	Iteration 127Q: 3 clusters Score -2.092216e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148654 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -20922770.000000 Penalty: 3974.533936
	Iteration 128Q: 3 clusters Score -2.092277e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151366 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -20923224.000000 Penalty: 3974.533936
	Iteration 129Q: 3 clusters Score -2.092322e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154165 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -20923814.000000 Penalty: 3974.533936
	Iteration 130Q: 3 clusters Score -2.092381e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157188 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -20924308.000000 Penalty: 3974.533936
	Iteration 131Q: 3 clusters Score -2.092431e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160172 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -20924672.000000 Penalty: 3974.533936
	Iteration 132Q: 3 clusters Score -2.092467e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163113 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -20924952.000000 Penalty: 3974.533936
	Iteration 133Q: 3 clusters Score -2.092495e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165852 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -20925094.000000 Penalty: 3974.533936
	Iteration 134Q: 3 clusters Score -2.092509e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168515 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -20925204.000000 Penalty: 3974.533936
	Iteration 135Q: 3 clusters Score -2.09252e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170993 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -20925350.000000 Penalty: 3974.533936
	Iteration 136Q: 3 clusters Score -2.092535e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173313 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -20925364.000000 Penalty: 3974.533936
	Iteration 137Q: 3 clusters Score -2.092536e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175576 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -20925308.000000 Penalty: 3974.533936
	Iteration 138Q: 3 clusters Score -2.092531e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177688 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -20925418.000000 Penalty: 3974.533936
	Iteration 139Q: 3 clusters Score -2.092542e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179751 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -20925342.000000 Penalty: 3974.533936
	Iteration 140F: 3 clusters Score -2.092534e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181773 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -20925098.000000 Penalty: 3974.533936
	Iteration 141Q: 3 clusters Score -2.09251e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183724 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -20924984.000000 Penalty: 3974.533936
	Iteration 142Q: 3 clusters Score -2.092498e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185529 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -20924918.000000 Penalty: 3974.533936
	Iteration 143Q: 3 clusters Score -2.092492e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187216 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -20924714.000000 Penalty: 3974.533936
	Iteration 144Q: 3 clusters Score -2.092471e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188761 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -20924654.000000 Penalty: 3974.533936
	Iteration 145Q: 3 clusters Score -2.092465e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190210 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -20924586.000000 Penalty: 3974.533936
	Iteration 146Q: 3 clusters Score -2.092459e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191504 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -20924390.000000 Penalty: 3974.533936
	Iteration 147Q: 3 clusters Score -2.092439e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192726 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -20924332.000000 Penalty: 3974.533936
	Iteration 148Q: 3 clusters Score -2.092433e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193850 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -20924342.000000 Penalty: 3974.533936
	Iteration 149Q: 3 clusters Score -2.092434e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194894 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -20924342.000000 Penalty: 3974.533936
	Iteration 150Q: 3 clusters Score -2.092434e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195886 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -20924302.000000 Penalty: 3974.533936
	Iteration 151Q: 3 clusters Score -2.09243e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196753 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -20924324.000000 Penalty: 3974.533936
	Iteration 152Q: 3 clusters Score -2.092432e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197552 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -20924386.000000 Penalty: 3974.533936
	Iteration 153Q: 3 clusters Score -2.092439e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198211 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -20924338.000000 Penalty: 3974.533936
	Iteration 154Q: 3 clusters Score -2.092434e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198771 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -20924410.000000 Penalty: 3974.533936
	Iteration 155Q: 3 clusters Score -2.092441e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199262 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -20924214.000000 Penalty: 3974.533936
	Iteration 156Q: 3 clusters Score -2.092421e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199708 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -20924172.000000 Penalty: 3974.533936
	Iteration 157Q: 3 clusters Score -2.092417e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200116 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -20924114.000000 Penalty: 3974.533936
	Iteration 158Q: 3 clusters Score -2.092411e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200458 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -20924104.000000 Penalty: 3974.533936
	Iteration 159Q: 3 clusters Score -2.09241e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200741 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -20924078.000000 Penalty: 3974.533936
	Iteration 160F: 3 clusters Score -2.092408e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200996 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -20924084.000000 Penalty: 3974.533936
	Iteration 161Q: 3 clusters Score -2.092408e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201228 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -20924070.000000 Penalty: 3974.533936
	Iteration 162Q: 3 clusters Score -2.092407e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201423 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -20924014.000000 Penalty: 3974.533936
	Iteration 163Q: 3 clusters Score -2.092401e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201590 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -20923984.000000 Penalty: 3974.533936
	Iteration 164Q: 3 clusters Score -2.092398e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201730 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -20923982.000000 Penalty: 3974.533936
	Iteration 165Q: 3 clusters Score -2.092398e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201859 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -20923972.000000 Penalty: 3974.533936
	Iteration 166Q: 3 clusters Score -2.092397e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201988 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -20923990.000000 Penalty: 3974.533936
	Iteration 167Q: 3 clusters Score -2.092399e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202103 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -20923980.000000 Penalty: 3974.533936
	Iteration 168Q: 3 clusters Score -2.092398e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202200 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -20923982.000000 Penalty: 3974.533936
	Iteration 169Q: 3 clusters Score -2.092398e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202300 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -20923986.000000 Penalty: 3974.533936
	Iteration 170Q: 3 clusters Score -2.092399e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202387 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -20923958.000000 Penalty: 3974.533936
	Iteration 171Q: 3 clusters Score -2.092396e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202467 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -20923966.000000 Penalty: 3974.533936
	Iteration 172Q: 3 clusters Score -2.092397e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202531 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -20923960.000000 Penalty: 3974.533936
	Iteration 173Q: 3 clusters Score -2.092396e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202571 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -20923946.000000 Penalty: 3974.533936
	Iteration 174Q: 3 clusters Score -2.092395e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202595 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -20923958.000000 Penalty: 3974.533936
	Iteration 175Q: 3 clusters Score -2.092396e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202616 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -20923920.000000 Penalty: 3974.533936
	Iteration 176Q: 3 clusters Score -2.092392e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202636 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -20923932.000000 Penalty: 3974.533936
	Iteration 177Q: 3 clusters Score -2.092393e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202653 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -20923928.000000 Penalty: 3974.533936
	Iteration 178Q: 3 clusters Score -2.092393e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202665 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -20923918.000000 Penalty: 3974.533936
	Iteration 179Q: 3 clusters Score -2.092392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202680 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -20923926.000000 Penalty: 3974.533936
	Iteration 180F: 3 clusters Score -2.092393e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202692 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -20923942.000000 Penalty: 3974.533936
	Iteration 181Q: 3 clusters Score -2.092394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202702 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -20923944.000000 Penalty: 3974.533936
	Iteration 182Q: 3 clusters Score -2.092394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202709 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -20923946.000000 Penalty: 3974.533936
	Iteration 183Q: 3 clusters Score -2.092395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202714 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -20923948.000000 Penalty: 3974.533936
	Iteration 184Q: 3 clusters Score -2.092395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202726 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -20923948.000000 Penalty: 3974.533936
	Iteration 185Q: 3 clusters Score -2.092395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202736 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -20923940.000000 Penalty: 3974.533936
	Iteration 186Q: 3 clusters Score -2.092394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202746 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -20923948.000000 Penalty: 3974.533936
	Iteration 187Q: 3 clusters Score -2.092395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202755 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -20923978.000000 Penalty: 3974.533936
	Iteration 188Q: 3 clusters Score -2.092398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202758 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -20923960.000000 Penalty: 3974.533936
	Iteration 189Q: 3 clusters Score -2.092396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202763 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -20923958.000000 Penalty: 3974.533936
	Iteration 190Q: 3 clusters Score -2.092396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202770 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -20923950.000000 Penalty: 3974.533936
	Iteration 191Q: 3 clusters Score -2.092395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202772 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -20923954.000000 Penalty: 3974.533936
	Iteration 192Q: 3 clusters Score -2.092395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202774 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -20923962.000000 Penalty: 3974.533936
	Iteration 193Q: 3 clusters Score -2.092396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202774 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -20923962.000000 Penalty: 3974.533936
	Iteration 194F: 3 clusters Score -2.092396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68110 members 
Entering Unmasked Estep 
Score: -6913393.500000 Penalty: 1808.442871
	Iteration 0F: 2 clusters Score -6913394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -6867717.500000 Penalty: 3616.885742
	Iteration 0F: 3 clusters Score -6867718 nChanged 32564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -6887013.500000 Penalty: 3616.885742
	Iteration 1F: 3 clusters Score -6887014 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -6888303.000000 Penalty: 3616.885742
	Iteration 2Q: 3 clusters Score -6888303 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -6890005.500000 Penalty: 3616.885742
	Iteration 3F: 3 clusters Score -6890006 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -6892195.500000 Penalty: 3616.885742
	Iteration 4F: 3 clusters Score -6892196 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -6894974.500000 Penalty: 3616.885742
	Iteration 5F: 3 clusters Score -6894974 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -6898198.500000 Penalty: 3616.885742
	Iteration 6F: 3 clusters Score -6898198 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -6901210.000000 Penalty: 3616.885742
	Iteration 7F: 3 clusters Score -6901210 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -6903374.500000 Penalty: 3616.885742
	Iteration 8F: 3 clusters Score -6903374 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -6904710.000000 Penalty: 3616.885742
	Iteration 9Q: 3 clusters Score -6904710 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -6905351.500000 Penalty: 3616.885742
	Iteration 10Q: 3 clusters Score -6905352 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -6905773.000000 Penalty: 3616.885742
	Iteration 11Q: 3 clusters Score -6905773 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -6906062.500000 Penalty: 3616.885742
	Iteration 12Q: 3 clusters Score -6906062 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -6906239.000000 Penalty: 3616.885742
	Iteration 13Q: 3 clusters Score -6906239 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -6906439.500000 Penalty: 3616.885742
	Iteration 14Q: 3 clusters Score -6906440 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -6906634.500000 Penalty: 3616.885742
	Iteration 15Q: 3 clusters Score -6906634 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -6906873.500000 Penalty: 3616.885742
	Iteration 16Q: 3 clusters Score -6906874 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -6907092.000000 Penalty: 3616.885742
	Iteration 17Q: 3 clusters Score -6907092 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -6907288.500000 Penalty: 3616.885742
	Iteration 18Q: 3 clusters Score -6907288 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -6907503.000000 Penalty: 3616.885742
	Iteration 19Q: 3 clusters Score -6907503 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -6907670.000000 Penalty: 3616.885742
	Iteration 20F: 3 clusters Score -6907670 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -6907844.500000 Penalty: 3616.885742
	Iteration 21Q: 3 clusters Score -6907844 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -6907987.500000 Penalty: 3616.885742
	Iteration 22Q: 3 clusters Score -6907988 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -6908177.500000 Penalty: 3616.885742
	Iteration 23Q: 3 clusters Score -6908178 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 54966 members 
Entering Unmasked Estep 
Score: -6908373.500000 Penalty: 3616.885742
	Iteration 24Q: 3 clusters Score -6908374 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -6908571.500000 Penalty: 3616.885742
	Iteration 25Q: 3 clusters Score -6908572 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -6908744.500000 Penalty: 3616.885742
	Iteration 26Q: 3 clusters Score -6908744 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -6908982.000000 Penalty: 3616.885742
	Iteration 27Q: 3 clusters Score -6908982 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 57856 members 
Entering Unmasked Estep 
Score: -6909152.500000 Penalty: 3616.885742
	Iteration 28Q: 3 clusters Score -6909152 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 58514 members 
Entering Unmasked Estep 
Score: -6909334.500000 Penalty: 3616.885742
	Iteration 29Q: 3 clusters Score -6909334 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 59171 members 
Entering Unmasked Estep 
Score: -6909535.500000 Penalty: 3616.885742
	Iteration 30Q: 3 clusters Score -6909536 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 59803 members 
Entering Unmasked Estep 
Score: -6909711.500000 Penalty: 3616.885742
	Iteration 31Q: 3 clusters Score -6909712 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
Score: -6909919.500000 Penalty: 3616.885742
	Iteration 32Q: 3 clusters Score -6909920 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 60969 members 
Entering Unmasked Estep 
Score: -6910079.500000 Penalty: 3616.885742
	Iteration 33Q: 3 clusters Score -6910080 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -6910218.500000 Penalty: 3616.885742
	Iteration 34Q: 3 clusters Score -6910218 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 62114 members 
Entering Unmasked Estep 
Score: -6910408.500000 Penalty: 3616.885742
	Iteration 35Q: 3 clusters Score -6910408 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 62675 members 
Entering Unmasked Estep 
Score: -6910604.000000 Penalty: 3616.885742
	Iteration 36Q: 3 clusters Score -6910604 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 63183 members 
Entering Unmasked Estep 
Score: -6910789.000000 Penalty: 3616.885742
	Iteration 37Q: 3 clusters Score -6910789 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 63657 members 
Entering Unmasked Estep 
Score: -6910939.000000 Penalty: 3616.885742
	Iteration 38Q: 3 clusters Score -6910939 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 64051 members 
Entering Unmasked Estep 
Score: -6911064.500000 Penalty: 3616.885742
	Iteration 39Q: 3 clusters Score -6911064 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -6911218.000000 Penalty: 3616.885742
	Iteration 40F: 3 clusters Score -6911218 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -6911317.000000 Penalty: 3616.885742
	Iteration 41Q: 3 clusters Score -6911317 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 65057 members 
Entering Unmasked Estep 
Score: -6911406.000000 Penalty: 3616.885742
	Iteration 42Q: 3 clusters Score -6911406 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 65302 members 
Entering Unmasked Estep 
Score: -6911475.000000 Penalty: 3616.885742
	Iteration 43Q: 3 clusters Score -6911475 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 65527 members 
Entering Unmasked Estep 
Score: -6911545.000000 Penalty: 3616.885742
	Iteration 44Q: 3 clusters Score -6911545 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 65739 members 
Entering Unmasked Estep 
Score: -6911625.500000 Penalty: 3616.885742
	Iteration 45Q: 3 clusters Score -6911626 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 65938 members 
Entering Unmasked Estep 
Score: -6911709.500000 Penalty: 3616.885742
	Iteration 46Q: 3 clusters Score -6911710 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 66097 members 
Entering Unmasked Estep 
Score: -6911761.500000 Penalty: 3616.885742
	Iteration 47Q: 3 clusters Score -6911762 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 66245 members 
Entering Unmasked Estep 
Score: -6911827.000000 Penalty: 3616.885742
	Iteration 48Q: 3 clusters Score -6911827 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -6911853.500000 Penalty: 3616.885742
	Iteration 49Q: 3 clusters Score -6911854 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 66448 members 
Entering Unmasked Estep 
Score: -6911891.000000 Penalty: 3616.885742
	Iteration 50Q: 3 clusters Score -6911891 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 66521 members 
Entering Unmasked Estep 
Score: -6911915.500000 Penalty: 3616.885742
	Iteration 51Q: 3 clusters Score -6911916 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 66579 members 
Entering Unmasked Estep 
Score: -6911956.500000 Penalty: 3616.885742
	Iteration 52Q: 3 clusters Score -6911956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 66625 members 
Entering Unmasked Estep 
Score: -6911961.000000 Penalty: 3616.885742
	Iteration 53Q: 3 clusters Score -6911961 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -6911963.000000 Penalty: 3616.885742
	Iteration 54Q: 3 clusters Score -6911963 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 66702 members 
Entering Unmasked Estep 
Score: -6911975.000000 Penalty: 3616.885742
	Iteration 55Q: 3 clusters Score -6911975 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 66742 members 
Entering Unmasked Estep 
Score: -6912000.500000 Penalty: 3616.885742
	Iteration 56Q: 3 clusters Score -6912000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 66775 members 
Entering Unmasked Estep 
Score: -6911998.000000 Penalty: 3616.885742
	Iteration 57Q: 3 clusters Score -6911998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 66803 members 
Entering Unmasked Estep 
Score: -6912014.000000 Penalty: 3616.885742
	Iteration 58Q: 3 clusters Score -6912014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 66821 members 
Entering Unmasked Estep 
Score: -6912016.000000 Penalty: 3616.885742
	Iteration 59Q: 3 clusters Score -6912016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 66844 members 
Entering Unmasked Estep 
Score: -6912029.500000 Penalty: 3616.885742
	Iteration 60F: 3 clusters Score -6912030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -6912030.500000 Penalty: 3616.885742
	Iteration 61Q: 3 clusters Score -6912030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 66883 members 
Entering Unmasked Estep 
Score: -6912038.500000 Penalty: 3616.885742
	Iteration 62Q: 3 clusters Score -6912038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 66898 members 
Entering Unmasked Estep 
Score: -6912032.000000 Penalty: 3616.885742
	Iteration 63Q: 3 clusters Score -6912032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 66913 members 
Entering Unmasked Estep 
Score: -6912030.000000 Penalty: 3616.885742
	Iteration 64Q: 3 clusters Score -6912030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 66927 members 
Entering Unmasked Estep 
Score: -6912029.000000 Penalty: 3616.885742
	Iteration 65Q: 3 clusters Score -6912029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 66943 members 
Entering Unmasked Estep 
Score: -6912037.500000 Penalty: 3616.885742
	Iteration 66Q: 3 clusters Score -6912038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 66958 members 
Entering Unmasked Estep 
Score: -6912043.500000 Penalty: 3616.885742
	Iteration 67Q: 3 clusters Score -6912044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 66973 members 
Entering Unmasked Estep 
Score: -6912055.000000 Penalty: 3616.885742
	Iteration 68Q: 3 clusters Score -6912055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -6912059.500000 Penalty: 3616.885742
	Iteration 69Q: 3 clusters Score -6912060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 67006 members 
Entering Unmasked Estep 
Score: -6912065.500000 Penalty: 3616.885742
	Iteration 70Q: 3 clusters Score -6912066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 67013 members 
Entering Unmasked Estep 
Score: -6912050.000000 Penalty: 3616.885742
	Iteration 71Q: 3 clusters Score -6912050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 67022 members 
Entering Unmasked Estep 
Score: -6912054.000000 Penalty: 3616.885742
	Iteration 72Q: 3 clusters Score -6912054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 67034 members 
Entering Unmasked Estep 
Score: -6912049.000000 Penalty: 3616.885742
	Iteration 73Q: 3 clusters Score -6912049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -6912054.500000 Penalty: 3616.885742
	Iteration 74Q: 3 clusters Score -6912054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 67060 members 
Entering Unmasked Estep 
Score: -6912063.000000 Penalty: 3616.885742
	Iteration 75Q: 3 clusters Score -6912063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 67073 members 
Entering Unmasked Estep 
Score: -6912064.500000 Penalty: 3616.885742
	Iteration 76Q: 3 clusters Score -6912064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 67084 members 
Entering Unmasked Estep 
Score: -6912070.500000 Penalty: 3616.885742
	Iteration 77Q: 3 clusters Score -6912070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 67094 members 
Entering Unmasked Estep 
Score: -6912078.500000 Penalty: 3616.885742
	Iteration 78Q: 3 clusters Score -6912078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 67101 members 
Entering Unmasked Estep 
Score: -6912076.000000 Penalty: 3616.885742
	Iteration 79Q: 3 clusters Score -6912076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 67104 members 
Entering Unmasked Estep 
Score: -6912073.500000 Penalty: 3616.885742
	Iteration 80F: 3 clusters Score -6912074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 67106 members 
Entering Unmasked Estep 
Score: -6912075.000000 Penalty: 3616.885742
	Iteration 81Q: 3 clusters Score -6912075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 67109 members 
Entering Unmasked Estep 
Score: -6912069.000000 Penalty: 3616.885742
	Iteration 82Q: 3 clusters Score -6912069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 67114 members 
Entering Unmasked Estep 
Score: -6912072.000000 Penalty: 3616.885742
	Iteration 83Q: 3 clusters Score -6912072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 67117 members 
Entering Unmasked Estep 
Score: -6912075.000000 Penalty: 3616.885742
	Iteration 84Q: 3 clusters Score -6912075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 67118 members 
Entering Unmasked Estep 
Score: -6912080.000000 Penalty: 3616.885742
	Iteration 85Q: 3 clusters Score -6912080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 67124 members 
Entering Unmasked Estep 
Score: -6912075.500000 Penalty: 3616.885742
	Iteration 86Q: 3 clusters Score -6912076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 67127 members 
Entering Unmasked Estep 
Score: -6912073.500000 Penalty: 3616.885742
	Iteration 87Q: 3 clusters Score -6912074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 67130 members 
Entering Unmasked Estep 
Score: -6912077.000000 Penalty: 3616.885742
	Iteration 88Q: 3 clusters Score -6912077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 67131 members 
Entering Unmasked Estep 
Score: -6912077.500000 Penalty: 3616.885742
	Iteration 89Q: 3 clusters Score -6912078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 67132 members 
Entering Unmasked Estep 
Score: -6912072.500000 Penalty: 3616.885742
	Iteration 90Q: 3 clusters Score -6912072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 67133 members 
Entering Unmasked Estep 
Score: -6912071.000000 Penalty: 3616.885742
	Iteration 91Q: 3 clusters Score -6912071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 67134 members 
Entering Unmasked Estep 
Score: -6912070.500000 Penalty: 3616.885742
	Iteration 92Q: 3 clusters Score -6912070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 67136 members 
Entering Unmasked Estep 
Score: -6912068.500000 Penalty: 3616.885742
	Iteration 93Q: 3 clusters Score -6912068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 67138 members 
Entering Unmasked Estep 
Score: -6912070.000000 Penalty: 3616.885742
	Iteration 94Q: 3 clusters Score -6912070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 67138 members 
Entering Unmasked Estep 
Score: -6912071.000000 Penalty: 3616.885742
	Iteration 95Q: 3 clusters Score -6912071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 67138 members 
Entering Unmasked Estep 
Score: -6912070.500000 Penalty: 3616.885742
	Iteration 96Q: 3 clusters Score -6912070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 67140 members 
Entering Unmasked Estep 
Score: -6912066.500000 Penalty: 3616.885742
	Iteration 97Q: 3 clusters Score -6912066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 67142 members 
Entering Unmasked Estep 
Score: -6912070.000000 Penalty: 3616.885742
	Iteration 98Q: 3 clusters Score -6912070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 67143 members 
Entering Unmasked Estep 
Score: -6912066.000000 Penalty: 3616.885742
	Iteration 99Q: 3 clusters Score -6912066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 67143 members 
Entering Unmasked Estep 
Score: -6912066.000000 Penalty: 3616.885742
	Iteration 100F: 3 clusters Score -6912066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Entering Unmasked Estep 
Score: -1269254.750000 Penalty: 1530.346436
	Iteration 0F: 2 clusters Score -1269255 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 6154 members 
Entering Unmasked Estep 
Score: -1260653.625000 Penalty: 3060.692871
	Iteration 0F: 3 clusters Score -1260654 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1263471.875000 Penalty: 3060.692871
	Iteration 1F: 3 clusters Score -1263472 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1263761.875000 Penalty: 3060.692871
	Iteration 2F: 3 clusters Score -1263762 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1264003.250000 Penalty: 3060.692871
	Iteration 3Q: 3 clusters Score -1264003 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1264205.000000 Penalty: 3060.692871
	Iteration 4Q: 3 clusters Score -1264205 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1264382.000000 Penalty: 3060.692871
	Iteration 5Q: 3 clusters Score -1264382 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1264563.750000 Penalty: 3060.692871
	Iteration 6Q: 3 clusters Score -1264564 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1264754.000000 Penalty: 3060.692871
	Iteration 7Q: 3 clusters Score -1264754 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1264956.000000 Penalty: 3060.692871
	Iteration 8Q: 3 clusters Score -1264956 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1265183.625000 Penalty: 3060.692871
	Iteration 9Q: 3 clusters Score -1265184 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1265476.125000 Penalty: 3060.692871
	Iteration 10Q: 3 clusters Score -1265476 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1265703.625000 Penalty: 3060.692871
	Iteration 11Q: 3 clusters Score -1265704 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1265874.375000 Penalty: 3060.692871
	Iteration 12Q: 3 clusters Score -1265874 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1266062.125000 Penalty: 3060.692871
	Iteration 13Q: 3 clusters Score -1266062 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1266254.500000 Penalty: 3060.692871
	Iteration 14Q: 3 clusters Score -1266254 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1266422.250000 Penalty: 3060.692871
	Iteration 15Q: 3 clusters Score -1266422 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1266564.000000 Penalty: 3060.692871
	Iteration 16Q: 3 clusters Score -1266564 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1266683.375000 Penalty: 3060.692871
	Iteration 17Q: 3 clusters Score -1266683 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1266781.000000 Penalty: 3060.692871
	Iteration 18Q: 3 clusters Score -1266781 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1266858.125000 Penalty: 3060.692871
	Iteration 19Q: 3 clusters Score -1266858 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1266922.625000 Penalty: 3060.692871
	Iteration 20F: 3 clusters Score -1266923 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1266967.000000 Penalty: 3060.692871
	Iteration 21Q: 3 clusters Score -1266967 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1267014.375000 Penalty: 3060.692871
	Iteration 22Q: 3 clusters Score -1267014 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1267062.125000 Penalty: 3060.692871
	Iteration 23Q: 3 clusters Score -1267062 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1267113.375000 Penalty: 3060.692871
	Iteration 24Q: 3 clusters Score -1267113 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1267171.500000 Penalty: 3060.692871
	Iteration 25Q: 3 clusters Score -1267172 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1267220.500000 Penalty: 3060.692871
	Iteration 26Q: 3 clusters Score -1267220 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1267262.000000 Penalty: 3060.692871
	Iteration 27Q: 3 clusters Score -1267262 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1267309.750000 Penalty: 3060.692871
	Iteration 28Q: 3 clusters Score -1267310 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1267341.375000 Penalty: 3060.692871
	Iteration 29Q: 3 clusters Score -1267341 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1267375.125000 Penalty: 3060.692871
	Iteration 30Q: 3 clusters Score -1267375 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1267404.875000 Penalty: 3060.692871
	Iteration 31Q: 3 clusters Score -1267405 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1267441.000000 Penalty: 3060.692871
	Iteration 32Q: 3 clusters Score -1267441 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1267473.125000 Penalty: 3060.692871
	Iteration 33Q: 3 clusters Score -1267473 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1267507.500000 Penalty: 3060.692871
	Iteration 34Q: 3 clusters Score -1267508 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1267543.000000 Penalty: 3060.692871
	Iteration 35Q: 3 clusters Score -1267543 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1267569.875000 Penalty: 3060.692871
	Iteration 36Q: 3 clusters Score -1267570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1267591.500000 Penalty: 3060.692871
	Iteration 37Q: 3 clusters Score -1267592 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1267617.000000 Penalty: 3060.692871
	Iteration 38Q: 3 clusters Score -1267617 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1267640.750000 Penalty: 3060.692871
	Iteration 39Q: 3 clusters Score -1267641 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1267656.375000 Penalty: 3060.692871
	Iteration 40F: 3 clusters Score -1267656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1267671.625000 Penalty: 3060.692871
	Iteration 41Q: 3 clusters Score -1267672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1267687.875000 Penalty: 3060.692871
	Iteration 42Q: 3 clusters Score -1267688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1267702.375000 Penalty: 3060.692871
	Iteration 43Q: 3 clusters Score -1267702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1267724.625000 Penalty: 3060.692871
	Iteration 44Q: 3 clusters Score -1267725 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1267750.250000 Penalty: 3060.692871
	Iteration 45Q: 3 clusters Score -1267750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1267768.750000 Penalty: 3060.692871
	Iteration 46Q: 3 clusters Score -1267769 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1267781.625000 Penalty: 3060.692871
	Iteration 47Q: 3 clusters Score -1267782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1267791.500000 Penalty: 3060.692871
	Iteration 48Q: 3 clusters Score -1267792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1267800.250000 Penalty: 3060.692871
	Iteration 49Q: 3 clusters Score -1267800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1267807.625000 Penalty: 3060.692871
	Iteration 50Q: 3 clusters Score -1267808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1267816.375000 Penalty: 3060.692871
	Iteration 51Q: 3 clusters Score -1267816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1267821.875000 Penalty: 3060.692871
	Iteration 52Q: 3 clusters Score -1267822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1267830.625000 Penalty: 3060.692871
	Iteration 53Q: 3 clusters Score -1267831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1267840.750000 Penalty: 3060.692871
	Iteration 54Q: 3 clusters Score -1267841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1267848.625000 Penalty: 3060.692871
	Iteration 55Q: 3 clusters Score -1267849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1267850.375000 Penalty: 3060.692871
	Iteration 56Q: 3 clusters Score -1267850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1267854.125000 Penalty: 3060.692871
	Iteration 57Q: 3 clusters Score -1267854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1267857.375000 Penalty: 3060.692871
	Iteration 58Q: 3 clusters Score -1267857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1267858.500000 Penalty: 3060.692871
	Iteration 59Q: 3 clusters Score -1267858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1267861.375000 Penalty: 3060.692871
	Iteration 60F: 3 clusters Score -1267861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1267867.875000 Penalty: 3060.692871
	Iteration 61Q: 3 clusters Score -1267868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1267874.125000 Penalty: 3060.692871
	Iteration 62Q: 3 clusters Score -1267874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1267882.125000 Penalty: 3060.692871
	Iteration 63Q: 3 clusters Score -1267882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1267883.875000 Penalty: 3060.692871
	Iteration 64Q: 3 clusters Score -1267884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1267889.000000 Penalty: 3060.692871
	Iteration 65Q: 3 clusters Score -1267889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1267890.125000 Penalty: 3060.692871
	Iteration 66Q: 3 clusters Score -1267890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1267892.375000 Penalty: 3060.692871
	Iteration 67Q: 3 clusters Score -1267892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1267892.750000 Penalty: 3060.692871
	Iteration 68Q: 3 clusters Score -1267893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1267894.000000 Penalty: 3060.692871
	Iteration 69Q: 3 clusters Score -1267894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1267894.125000 Penalty: 3060.692871
	Iteration 70Q: 3 clusters Score -1267894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1267895.875000 Penalty: 3060.692871
	Iteration 71Q: 3 clusters Score -1267896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1267898.500000 Penalty: 3060.692871
	Iteration 72Q: 3 clusters Score -1267898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1267897.000000 Penalty: 3060.692871
	Iteration 73Q: 3 clusters Score -1267897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1267898.750000 Penalty: 3060.692871
	Iteration 74Q: 3 clusters Score -1267899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1267898.750000 Penalty: 3060.692871
	Iteration 75F: 3 clusters Score -1267899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Entering Unmasked Estep 
Score: -273235.562500 Penalty: 1305.574829
	Iteration 0F: 2 clusters Score -273235.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -270570.187500 Penalty: 2611.149658
	Iteration 0F: 3 clusters Score -270570.2 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -271399.500000 Penalty: 2611.149658
	Iteration 1F: 3 clusters Score -271399.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -271671.375000 Penalty: 2611.149658
	Iteration 2F: 3 clusters Score -271671.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -271885.000000 Penalty: 2611.149658
	Iteration 3F: 3 clusters Score -271885 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -272059.218750 Penalty: 2611.149658
	Iteration 4F: 3 clusters Score -272059.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -272184.218750 Penalty: 2611.149658
	Iteration 5Q: 3 clusters Score -272184.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -272257.875000 Penalty: 2611.149658
	Iteration 6Q: 3 clusters Score -272257.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -272304.312500 Penalty: 2611.149658
	Iteration 7Q: 3 clusters Score -272304.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -272335.718750 Penalty: 2611.149658
	Iteration 8Q: 3 clusters Score -272335.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -272356.437500 Penalty: 2611.149658
	Iteration 9Q: 3 clusters Score -272356.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -272372.125000 Penalty: 2611.149658
	Iteration 10Q: 3 clusters Score -272372.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -272379.031250 Penalty: 2611.149658
	Iteration 11Q: 3 clusters Score -272379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -272385.156250 Penalty: 2611.149658
	Iteration 12Q: 3 clusters Score -272385.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -272389.437500 Penalty: 2611.149658
	Iteration 13Q: 3 clusters Score -272389.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -272392.093750 Penalty: 2611.149658
	Iteration 14Q: 3 clusters Score -272392.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -272396.312500 Penalty: 2611.149658
	Iteration 15Q: 3 clusters Score -272396.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -272399.750000 Penalty: 2611.149658
	Iteration 16Q: 3 clusters Score -272399.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -272402.593750 Penalty: 2611.149658
	Iteration 17Q: 3 clusters Score -272402.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -272405.125000 Penalty: 2611.149658
	Iteration 18Q: 3 clusters Score -272405.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -272410.500000 Penalty: 2611.149658
	Iteration 19Q: 3 clusters Score -272410.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -272412.218750 Penalty: 2611.149658
	Iteration 20F: 3 clusters Score -272412.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -272413.656250 Penalty: 2611.149658
	Iteration 21Q: 3 clusters Score -272413.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -272415.156250 Penalty: 2611.149658
	Iteration 22Q: 3 clusters Score -272415.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -272416.250000 Penalty: 2611.149658
	Iteration 23Q: 3 clusters Score -272416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -272418.093750 Penalty: 2611.149658
	Iteration 24Q: 3 clusters Score -272418.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -272420.531250 Penalty: 2611.149658
	Iteration 25Q: 3 clusters Score -272420.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -272423.406250 Penalty: 2611.149658
	Iteration 26Q: 3 clusters Score -272423.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -272428.718750 Penalty: 2611.149658
	Iteration 27Q: 3 clusters Score -272428.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -272430.937500 Penalty: 2611.149658
	Iteration 28Q: 3 clusters Score -272430.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -272435.375000 Penalty: 2611.149658
	Iteration 29Q: 3 clusters Score -272435.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -272439.218750 Penalty: 2611.149658
	Iteration 30Q: 3 clusters Score -272439.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -272440.468750 Penalty: 2611.149658
	Iteration 31Q: 3 clusters Score -272440.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -272441.437500 Penalty: 2611.149658
	Iteration 32Q: 3 clusters Score -272441.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -272442.156250 Penalty: 2611.149658
	Iteration 33Q: 3 clusters Score -272442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -272443.437500 Penalty: 2611.149658
	Iteration 34Q: 3 clusters Score -272443.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -272444.343750 Penalty: 2611.149658
	Iteration 35Q: 3 clusters Score -272444.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -272444.625000 Penalty: 2611.149658
	Iteration 36Q: 3 clusters Score -272444.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -272446.031250 Penalty: 2611.149658
	Iteration 37Q: 3 clusters Score -272446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -272446.375000 Penalty: 2611.149658
	Iteration 38Q: 3 clusters Score -272446.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -272446.375000 Penalty: 2611.149658
	Iteration 39F: 3 clusters Score -272446.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (63238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63238 members 
Entering Unmasked Estep 
Score: -6428388.000000 Penalty: 1796.382324
	Iteration 0F: 2 clusters Score -6428388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -6386015.000000 Penalty: 3592.764648
	Iteration 0F: 3 clusters Score -6386015 nChanged 29929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -6403632.000000 Penalty: 3592.764648
	Iteration 1F: 3 clusters Score -6403632 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -6404708.000000 Penalty: 3592.764648
	Iteration 2Q: 3 clusters Score -6404708 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -6406263.500000 Penalty: 3592.764648
	Iteration 3F: 3 clusters Score -6406264 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -6408829.500000 Penalty: 3592.764648
	Iteration 4F: 3 clusters Score -6408830 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -6412545.500000 Penalty: 3592.764648
	Iteration 5F: 3 clusters Score -6412546 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -6417276.000000 Penalty: 3592.764648
	Iteration 6F: 3 clusters Score -6417276 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -6421521.000000 Penalty: 3592.764648
	Iteration 7F: 3 clusters Score -6421521 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 58289 members 
Entering Unmasked Estep 
Score: -6424479.500000 Penalty: 3592.764648
	Iteration 8Q: 3 clusters Score -6424480 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -6426084.500000 Penalty: 3592.764648
	Iteration 9Q: 3 clusters Score -6426084 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -6426804.000000 Penalty: 3592.764648
	Iteration 10Q: 3 clusters Score -6426804 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -6427120.000000 Penalty: 3592.764648
	Iteration 11Q: 3 clusters Score -6427120 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
Score: -6427255.000000 Penalty: 3592.764648
	Iteration 12Q: 3 clusters Score -6427255 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -6427301.500000 Penalty: 3592.764648
	Iteration 13Q: 3 clusters Score -6427302 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 61167 members 
Entering Unmasked Estep 
Score: -6427325.000000 Penalty: 3592.764648
	Iteration 14Q: 3 clusters Score -6427325 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
Score: -6427345.000000 Penalty: 3592.764648
	Iteration 15Q: 3 clusters Score -6427345 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -6427348.500000 Penalty: 3592.764648
	Iteration 16Q: 3 clusters Score -6427348 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 61325 members 
Entering Unmasked Estep 
Score: -6427354.000000 Penalty: 3592.764648
	Iteration 17Q: 3 clusters Score -6427354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 61357 members 
Entering Unmasked Estep 
Score: -6427365.000000 Penalty: 3592.764648
	Iteration 18Q: 3 clusters Score -6427365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 61392 members 
Entering Unmasked Estep 
Score: -6427376.000000 Penalty: 3592.764648
	Iteration 19Q: 3 clusters Score -6427376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 61413 members 
Entering Unmasked Estep 
Score: -6427377.000000 Penalty: 3592.764648
	Iteration 20F: 3 clusters Score -6427377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 61435 members 
Entering Unmasked Estep 
Score: -6427385.500000 Penalty: 3592.764648
	Iteration 21Q: 3 clusters Score -6427386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 61459 members 
Entering Unmasked Estep 
Score: -6427402.000000 Penalty: 3592.764648
	Iteration 22Q: 3 clusters Score -6427402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 61491 members 
Entering Unmasked Estep 
Score: -6427404.500000 Penalty: 3592.764648
	Iteration 23Q: 3 clusters Score -6427404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -6427418.000000 Penalty: 3592.764648
	Iteration 24Q: 3 clusters Score -6427418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 61540 members 
Entering Unmasked Estep 
Score: -6427414.000000 Penalty: 3592.764648
	Iteration 25Q: 3 clusters Score -6427414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 61563 members 
Entering Unmasked Estep 
Score: -6427432.500000 Penalty: 3592.764648
	Iteration 26Q: 3 clusters Score -6427432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 61574 members 
Entering Unmasked Estep 
Score: -6427432.500000 Penalty: 3592.764648
	Iteration 27Q: 3 clusters Score -6427432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 61586 members 
Entering Unmasked Estep 
Score: -6427440.500000 Penalty: 3592.764648
	Iteration 28Q: 3 clusters Score -6427440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 61601 members 
Entering Unmasked Estep 
Score: -6427435.500000 Penalty: 3592.764648
	Iteration 29Q: 3 clusters Score -6427436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 61617 members 
Entering Unmasked Estep 
Score: -6427427.000000 Penalty: 3592.764648
	Iteration 30Q: 3 clusters Score -6427427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 61636 members 
Entering Unmasked Estep 
Score: -6427436.500000 Penalty: 3592.764648
	Iteration 31Q: 3 clusters Score -6427436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 61648 members 
Entering Unmasked Estep 
Score: -6427443.000000 Penalty: 3592.764648
	Iteration 32Q: 3 clusters Score -6427443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 61670 members 
Entering Unmasked Estep 
Score: -6427441.000000 Penalty: 3592.764648
	Iteration 33Q: 3 clusters Score -6427441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
Score: -6427451.500000 Penalty: 3592.764648
	Iteration 34Q: 3 clusters Score -6427452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 61694 members 
Entering Unmasked Estep 
Score: -6427465.500000 Penalty: 3592.764648
	Iteration 35Q: 3 clusters Score -6427466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -6427472.500000 Penalty: 3592.764648
	Iteration 36Q: 3 clusters Score -6427472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -6427465.000000 Penalty: 3592.764648
	Iteration 37Q: 3 clusters Score -6427465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 61714 members 
Entering Unmasked Estep 
Score: -6427461.000000 Penalty: 3592.764648
	Iteration 38Q: 3 clusters Score -6427461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 61721 members 
Entering Unmasked Estep 
Score: -6427460.000000 Penalty: 3592.764648
	Iteration 39Q: 3 clusters Score -6427460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 61727 members 
Entering Unmasked Estep 
Score: -6427462.000000 Penalty: 3592.764648
	Iteration 40F: 3 clusters Score -6427462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (194258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194258 members 
Entering Unmasked Estep 
Score: -19859826.000000 Penalty: 1978.753174
	Iteration 0F: 2 clusters Score -1.985983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97300 members 
Mstep: Class 2 contains 96958 members 
Entering Unmasked Estep 
Score: -19749174.000000 Penalty: 3957.506348
	Iteration 0F: 3 clusters Score -1.974917e+07 nChanged 94098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97868 members 
Mstep: Class 2 contains 96390 members 
Entering Unmasked Estep 
Score: -19804848.000000 Penalty: 3957.506348
	Iteration 1F: 3 clusters Score -1.980485e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98288 members 
Mstep: Class 2 contains 95970 members 
Entering Unmasked Estep 
Score: -19806144.000000 Penalty: 3957.506348
	Iteration 2Q: 3 clusters Score -1.980614e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98972 members 
Mstep: Class 2 contains 95286 members 
Entering Unmasked Estep 
Score: -19807718.000000 Penalty: 3957.506348
	Iteration 3Q: 3 clusters Score -1.980772e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100185 members 
Mstep: Class 2 contains 94073 members 
Entering Unmasked Estep 
Score: -19809740.000000 Penalty: 3957.506348
	Iteration 4Q: 3 clusters Score -1.980974e+07 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102466 members 
Mstep: Class 2 contains 91792 members 
Entering Unmasked Estep 
Score: -19812530.000000 Penalty: 3957.506348
	Iteration 5Q: 3 clusters Score -1.981253e+07 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105967 members 
Mstep: Class 2 contains 88291 members 
Entering Unmasked Estep 
Score: -19815982.000000 Penalty: 3957.506348
	Iteration 6Q: 3 clusters Score -1.981598e+07 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111408 members 
Mstep: Class 2 contains 82850 members 
Entering Unmasked Estep 
Score: -19820176.000000 Penalty: 3957.506348
	Iteration 7Q: 3 clusters Score -1.982018e+07 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119022 members 
Mstep: Class 2 contains 75236 members 
Entering Unmasked Estep 
Score: -19825600.000000 Penalty: 3957.506348
	Iteration 8F: 3 clusters Score -1.98256e+07 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128946 members 
Mstep: Class 2 contains 65312 members 
Entering Unmasked Estep 
Score: -19832476.000000 Penalty: 3957.506348
	Iteration 9F: 3 clusters Score -1.983248e+07 nChanged 12377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140753 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -19840962.000000 Penalty: 3957.506348
	Iteration 10F: 3 clusters Score -1.984096e+07 nChanged 12672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153281 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -19848250.000000 Penalty: 3957.506348
	Iteration 11F: 3 clusters Score -1.984825e+07 nChanged 11442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164585 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -19853490.000000 Penalty: 3957.506348
	Iteration 12F: 3 clusters Score -1.985349e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173588 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -19856314.000000 Penalty: 3957.506348
	Iteration 13Q: 3 clusters Score -1.985631e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179968 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -19857628.000000 Penalty: 3957.506348
	Iteration 14Q: 3 clusters Score -1.985763e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184293 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -19858094.000000 Penalty: 3957.506348
	Iteration 15Q: 3 clusters Score -1.985809e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187134 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -19858256.000000 Penalty: 3957.506348
	Iteration 16Q: 3 clusters Score -1.985826e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189014 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -19858524.000000 Penalty: 3957.506348
	Iteration 17Q: 3 clusters Score -1.985852e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190209 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -19858540.000000 Penalty: 3957.506348
	Iteration 18Q: 3 clusters Score -1.985854e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191021 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -19858634.000000 Penalty: 3957.506348
	Iteration 19Q: 3 clusters Score -1.985863e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191546 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -19858716.000000 Penalty: 3957.506348
	Iteration 20F: 3 clusters Score -1.985872e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191905 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -19858724.000000 Penalty: 3957.506348
	Iteration 21Q: 3 clusters Score -1.985872e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192161 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -19858758.000000 Penalty: 3957.506348
	Iteration 22Q: 3 clusters Score -1.985876e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192342 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -19858774.000000 Penalty: 3957.506348
	Iteration 23Q: 3 clusters Score -1.985877e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192458 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -19858816.000000 Penalty: 3957.506348
	Iteration 24Q: 3 clusters Score -1.985882e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192544 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -19858832.000000 Penalty: 3957.506348
	Iteration 25Q: 3 clusters Score -1.985883e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192614 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -19858868.000000 Penalty: 3957.506348
	Iteration 26Q: 3 clusters Score -1.985887e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192675 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -19858856.000000 Penalty: 3957.506348
	Iteration 27Q: 3 clusters Score -1.985886e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192729 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -19858862.000000 Penalty: 3957.506348
	Iteration 28Q: 3 clusters Score -1.985886e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192757 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -19858854.000000 Penalty: 3957.506348
	Iteration 29Q: 3 clusters Score -1.985885e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192780 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -19858850.000000 Penalty: 3957.506348
	Iteration 30Q: 3 clusters Score -1.985885e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192805 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -19858836.000000 Penalty: 3957.506348
	Iteration 31Q: 3 clusters Score -1.985884e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192816 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -19858844.000000 Penalty: 3957.506348
	Iteration 32Q: 3 clusters Score -1.985884e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192831 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -19858844.000000 Penalty: 3957.506348
	Iteration 33Q: 3 clusters Score -1.985884e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192850 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -19858840.000000 Penalty: 3957.506348
	Iteration 34Q: 3 clusters Score -1.985884e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192870 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -19858844.000000 Penalty: 3957.506348
	Iteration 35Q: 3 clusters Score -1.985884e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192886 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -19858848.000000 Penalty: 3957.506348
	Iteration 36Q: 3 clusters Score -1.985885e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192890 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -19858850.000000 Penalty: 3957.506348
	Iteration 37Q: 3 clusters Score -1.985885e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192893 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -19858864.000000 Penalty: 3957.506348
	Iteration 38Q: 3 clusters Score -1.985886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192903 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -19858866.000000 Penalty: 3957.506348
	Iteration 39Q: 3 clusters Score -1.985887e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192915 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -19858870.000000 Penalty: 3957.506348
	Iteration 40F: 3 clusters Score -1.985887e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192924 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -19858864.000000 Penalty: 3957.506348
	Iteration 41Q: 3 clusters Score -1.985886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192932 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -19858860.000000 Penalty: 3957.506348
	Iteration 42Q: 3 clusters Score -1.985886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192934 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -19858864.000000 Penalty: 3957.506348
	Iteration 43Q: 3 clusters Score -1.985886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192941 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -19858854.000000 Penalty: 3957.506348
	Iteration 44Q: 3 clusters Score -1.985885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192946 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -19858862.000000 Penalty: 3957.506348
	Iteration 45Q: 3 clusters Score -1.985886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192953 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -19858856.000000 Penalty: 3957.506348
	Iteration 46Q: 3 clusters Score -1.985886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192954 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -19858858.000000 Penalty: 3957.506348
	Iteration 47Q: 3 clusters Score -1.985886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192960 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -19858858.000000 Penalty: 3957.506348
	Iteration 48Q: 3 clusters Score -1.985886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192963 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -19858858.000000 Penalty: 3957.506348
	Iteration 49Q: 3 clusters Score -1.985886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192965 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -19858866.000000 Penalty: 3957.506348
	Iteration 50Q: 3 clusters Score -1.985887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192961 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -19858864.000000 Penalty: 3957.506348
	Iteration 51Q: 3 clusters Score -1.985886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192966 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -19858872.000000 Penalty: 3957.506348
	Iteration 52Q: 3 clusters Score -1.985887e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192971 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -19858880.000000 Penalty: 3957.506348
	Iteration 53Q: 3 clusters Score -1.985888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192975 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -19858870.000000 Penalty: 3957.506348
	Iteration 54Q: 3 clusters Score -1.985887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192974 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -19858880.000000 Penalty: 3957.506348
	Iteration 55Q: 3 clusters Score -1.985888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192973 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -19858876.000000 Penalty: 3957.506348
	Iteration 56Q: 3 clusters Score -1.985888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192974 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -19858880.000000 Penalty: 3957.506348
	Iteration 57Q: 3 clusters Score -1.985888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192974 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -19858872.000000 Penalty: 3957.506348
	Iteration 58Q: 3 clusters Score -1.985887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192975 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -19858876.000000 Penalty: 3957.506348
	Iteration 59Q: 3 clusters Score -1.985888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192976 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -19858874.000000 Penalty: 3957.506348
	Iteration 60F: 3 clusters Score -1.985887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192977 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -19858868.000000 Penalty: 3957.506348
	Iteration 61Q: 3 clusters Score -1.985887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192978 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -19858874.000000 Penalty: 3957.506348
	Iteration 62Q: 3 clusters Score -1.985887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192978 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -19858874.000000 Penalty: 3957.506348
	Iteration 63F: 3 clusters Score -1.985887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 10258 members 
Mstep: Class 3 contains 186249 members 
Mstep: Class 4 contains 145269 members 
Mstep: Class 5 contains 41497 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 3061 members 
Mstep: Class 9 contains 157381 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 164475 members 
Mstep: Class 12 contains 204707 members 
Mstep: Class 16 contains 68110 members 
Mstep: Class 17 contains 12302 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 63238 members 
Mstep: Class 22 contains 194258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923792.000000 Penalty: 36575.996094
Iteration 479Q: 17 clusters Score -1.279238e+08 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 10282 members 
Mstep: Class 3 contains 186391 members 
Mstep: Class 4 contains 145447 members 
Mstep: Class 5 contains 41577 members 
Mstep: Class 7 contains 6188 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 157399 members 
Mstep: Class 10 contains 3009 members 
Mstep: Class 11 contains 164420 members 
Mstep: Class 12 contains 204994 members 
Mstep: Class 16 contains 68139 members 
Mstep: Class 17 contains 12374 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 63257 members 
Mstep: Class 22 contains 193458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923504.000000 Penalty: 36575.996094
Iteration 480F: 17 clusters Score -1.279235e+08 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 10303 members 
Mstep: Class 3 contains 186441 members 
Mstep: Class 4 contains 145604 members 
Mstep: Class 5 contains 41668 members 
Mstep: Class 7 contains 6200 members 
Mstep: Class 8 contains 3050 members 
Mstep: Class 9 contains 157427 members 
Mstep: Class 10 contains 3014 members 
Mstep: Class 11 contains 164372 members 
Mstep: Class 12 contains 205330 members 
Mstep: Class 16 contains 68179 members 
Mstep: Class 17 contains 12429 members 
Mstep: Class 20 contains 3088 members 
Mstep: Class 21 contains 63281 members 
Mstep: Class 22 contains 192685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923384.000000 Penalty: 36575.996094
Iteration 481Q: 17 clusters Score -1.279234e+08 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 186328 members 
Mstep: Class 4 contains 145778 members 
Mstep: Class 5 contains 41765 members 
Mstep: Class 7 contains 6222 members 
Mstep: Class 8 contains 3038 members 
Mstep: Class 9 contains 157494 members 
Mstep: Class 10 contains 3022 members 
Mstep: Class 11 contains 164321 members 
Mstep: Class 12 contains 205722 members 
Mstep: Class 16 contains 68231 members 
Mstep: Class 17 contains 12485 members 
Mstep: Class 20 contains 3090 members 
Mstep: Class 21 contains 63314 members 
Mstep: Class 22 contains 191918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923528.000000 Penalty: 36575.996094
Iteration 482Q: 17 clusters Score -1.279235e+08 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 186355 members 
Mstep: Class 4 contains 145926 members 
Mstep: Class 5 contains 41860 members 
Mstep: Class 7 contains 6235 members 
Mstep: Class 8 contains 3025 members 
Mstep: Class 9 contains 157566 members 
Mstep: Class 10 contains 3027 members 
Mstep: Class 11 contains 164233 members 
Mstep: Class 12 contains 206089 members 
Mstep: Class 16 contains 68272 members 
Mstep: Class 17 contains 12552 members 
Mstep: Class 20 contains 3091 members 
Mstep: Class 21 contains 63335 members 
Mstep: Class 22 contains 191109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923864.000000 Penalty: 36575.996094
Iteration 483Q: 17 clusters Score -1.279239e+08 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 10364 members 
Mstep: Class 3 contains 186333 members 
Mstep: Class 4 contains 146045 members 
Mstep: Class 5 contains 41961 members 
Mstep: Class 7 contains 6262 members 
Mstep: Class 8 contains 3012 members 
Mstep: Class 9 contains 157631 members 
Mstep: Class 10 contains 3029 members 
Mstep: Class 11 contains 164139 members 
Mstep: Class 12 contains 206556 members 
Mstep: Class 16 contains 68314 members 
Mstep: Class 17 contains 12598 members 
Mstep: Class 20 contains 3090 members 
Mstep: Class 21 contains 63350 members 
Mstep: Class 22 contains 190304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924352.000000 Penalty: 36575.996094
Iteration 484Q: 17 clusters Score -1.279244e+08 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 10381 members 
Mstep: Class 3 contains 186424 members 
Mstep: Class 4 contains 146127 members 
Mstep: Class 5 contains 42060 members 
Mstep: Class 7 contains 6292 members 
Mstep: Class 8 contains 2996 members 
Mstep: Class 9 contains 157667 members 
Mstep: Class 10 contains 3032 members 
Mstep: Class 11 contains 164092 members 
Mstep: Class 12 contains 207054 members 
Mstep: Class 16 contains 68367 members 
Mstep: Class 17 contains 12635 members 
Mstep: Class 20 contains 3092 members 
Mstep: Class 21 contains 63362 members 
Mstep: Class 22 contains 189387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924256.000000 Penalty: 36575.996094
Iteration 485Q: 17 clusters Score -1.279243e+08 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 10407 members 
Mstep: Class 3 contains 186437 members 
Mstep: Class 4 contains 146195 members 
Mstep: Class 5 contains 42169 members 
Mstep: Class 7 contains 6322 members 
Mstep: Class 8 contains 2979 members 
Mstep: Class 9 contains 157676 members 
Mstep: Class 10 contains 3036 members 
Mstep: Class 11 contains 164079 members 
Mstep: Class 12 contains 207636 members 
Mstep: Class 16 contains 68426 members 
Mstep: Class 17 contains 12664 members 
Mstep: Class 20 contains 3098 members 
Mstep: Class 21 contains 63394 members 
Mstep: Class 22 contains 188439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924128.000000 Penalty: 36575.996094
Iteration 486Q: 17 clusters Score -1.279241e+08 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 10423 members 
Mstep: Class 3 contains 186437 members 
Mstep: Class 4 contains 146271 members 
Mstep: Class 5 contains 42283 members 
Mstep: Class 7 contains 6368 members 
Mstep: Class 8 contains 2967 members 
Mstep: Class 9 contains 157673 members 
Mstep: Class 10 contains 3041 members 
Mstep: Class 11 contains 164125 members 
Mstep: Class 12 contains 208267 members 
Mstep: Class 16 contains 68465 members 
Mstep: Class 17 contains 12686 members 
Mstep: Class 20 contains 3104 members 
Mstep: Class 21 contains 63426 members 
Mstep: Class 22 contains 187402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924056.000000 Penalty: 36575.996094
Iteration 487Q: 17 clusters Score -1.279241e+08 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 10448 members 
Mstep: Class 3 contains 186331 members 
Mstep: Class 4 contains 146316 members 
Mstep: Class 5 contains 42398 members 
Mstep: Class 7 contains 6409 members 
Mstep: Class 8 contains 2954 members 
Mstep: Class 9 contains 157717 members 
Mstep: Class 10 contains 3043 members 
Mstep: Class 11 contains 164180 members 
Mstep: Class 12 contains 208992 members 
Mstep: Class 16 contains 68503 members 
Mstep: Class 17 contains 12709 members 
Mstep: Class 20 contains 3101 members 
Mstep: Class 21 contains 63446 members 
Mstep: Class 22 contains 186374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924344.000000 Penalty: 36575.996094
Iteration 488Q: 17 clusters Score -1.279243e+08 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 186247 members 
Mstep: Class 4 contains 146404 members 
Mstep: Class 5 contains 42499 members 
Mstep: Class 7 contains 6455 members 
Mstep: Class 8 contains 2944 members 
Mstep: Class 9 contains 157773 members 
Mstep: Class 10 contains 3047 members 
Mstep: Class 11 contains 164249 members 
Mstep: Class 12 contains 209715 members 
Mstep: Class 16 contains 68544 members 
Mstep: Class 17 contains 12717 members 
Mstep: Class 20 contains 3101 members 
Mstep: Class 21 contains 63454 members 
Mstep: Class 22 contains 185289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924408.000000 Penalty: 36575.996094
Iteration 489Q: 17 clusters Score -1.279244e+08 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 10484 members 
Mstep: Class 3 contains 186117 members 
Mstep: Class 4 contains 146465 members 
Mstep: Class 5 contains 42589 members 
Mstep: Class 7 contains 6499 members 
Mstep: Class 8 contains 2931 members 
Mstep: Class 9 contains 157850 members 
Mstep: Class 10 contains 3056 members 
Mstep: Class 11 contains 164334 members 
Mstep: Class 12 contains 210512 members 
Mstep: Class 16 contains 68579 members 
Mstep: Class 17 contains 12729 members 
Mstep: Class 20 contains 3105 members 
Mstep: Class 21 contains 63468 members 
Mstep: Class 22 contains 184160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924968.000000 Penalty: 36575.996094
Iteration 490Q: 17 clusters Score -1.27925e+08 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 185775 members 
Mstep: Class 4 contains 146543 members 
Mstep: Class 5 contains 42662 members 
Mstep: Class 7 contains 6527 members 
Mstep: Class 8 contains 2920 members 
Mstep: Class 9 contains 157920 members 
Mstep: Class 10 contains 3068 members 
Mstep: Class 11 contains 164464 members 
Mstep: Class 12 contains 211389 members 
Mstep: Class 16 contains 68624 members 
Mstep: Class 17 contains 12761 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 63469 members 
Mstep: Class 22 contains 183137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924384.000000 Penalty: 36575.996094
Iteration 491Q: 17 clusters Score -1.279244e+08 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 10510 members 
Mstep: Class 3 contains 185502 members 
Mstep: Class 4 contains 146607 members 
Mstep: Class 5 contains 42744 members 
Mstep: Class 7 contains 6556 members 
Mstep: Class 8 contains 2908 members 
Mstep: Class 9 contains 157990 members 
Mstep: Class 10 contains 3074 members 
Mstep: Class 11 contains 164567 members 
Mstep: Class 12 contains 212324 members 
Mstep: Class 16 contains 68641 members 
Mstep: Class 17 contains 12743 members 
Mstep: Class 20 contains 3109 members 
Mstep: Class 21 contains 63502 members 
Mstep: Class 22 contains 182077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923968.000000 Penalty: 36575.996094
Iteration 492Q: 17 clusters Score -1.27924e+08 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 10523 members 
Mstep: Class 3 contains 185159 members 
Mstep: Class 4 contains 146650 members 
Mstep: Class 5 contains 42830 members 
Mstep: Class 7 contains 6569 members 
Mstep: Class 8 contains 2894 members 
Mstep: Class 9 contains 158066 members 
Mstep: Class 10 contains 3077 members 
Mstep: Class 11 contains 164673 members 
Mstep: Class 12 contains 213293 members 
Mstep: Class 16 contains 68654 members 
Mstep: Class 17 contains 12738 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 63537 members 
Mstep: Class 22 contains 181073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924304.000000 Penalty: 36575.996094
Iteration 493Q: 17 clusters Score -1.279243e+08 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 10532 members 
Mstep: Class 3 contains 184681 members 
Mstep: Class 4 contains 146716 members 
Mstep: Class 5 contains 42903 members 
Mstep: Class 7 contains 6579 members 
Mstep: Class 8 contains 2885 members 
Mstep: Class 9 contains 158174 members 
Mstep: Class 10 contains 3087 members 
Mstep: Class 11 contains 164845 members 
Mstep: Class 12 contains 214368 members 
Mstep: Class 16 contains 68638 members 
Mstep: Class 17 contains 12757 members 
Mstep: Class 20 contains 3103 members 
Mstep: Class 21 contains 63553 members 
Mstep: Class 22 contains 180017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924136.000000 Penalty: 36575.996094
Iteration 494Q: 17 clusters Score -1.279241e+08 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 10530 members 
Mstep: Class 3 contains 184271 members 
Mstep: Class 4 contains 146751 members 
Mstep: Class 5 contains 42996 members 
Mstep: Class 7 contains 6592 members 
Mstep: Class 8 contains 2872 members 
Mstep: Class 9 contains 158277 members 
Mstep: Class 10 contains 3097 members 
Mstep: Class 11 contains 164974 members 
Mstep: Class 12 contains 215557 members 
Mstep: Class 16 contains 68664 members 
Mstep: Class 17 contains 12723 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 63548 members 
Mstep: Class 22 contains 178880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924112.000000 Penalty: 36575.996094
Iteration 495Q: 17 clusters Score -1.279241e+08 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 10537 members 
Mstep: Class 3 contains 183788 members 
Mstep: Class 4 contains 146721 members 
Mstep: Class 5 contains 43101 members 
Mstep: Class 7 contains 6613 members 
Mstep: Class 8 contains 2862 members 
Mstep: Class 9 contains 158328 members 
Mstep: Class 10 contains 3106 members 
Mstep: Class 11 contains 165151 members 
Mstep: Class 12 contains 216993 members 
Mstep: Class 16 contains 68649 members 
Mstep: Class 17 contains 12692 members 
Mstep: Class 20 contains 3113 members 
Mstep: Class 21 contains 63523 members 
Mstep: Class 22 contains 177672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924248.000000 Penalty: 36575.996094
Iteration 496Q: 17 clusters Score -1.279242e+08 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 183338 members 
Mstep: Class 4 contains 146642 members 
Mstep: Class 5 contains 43196 members 
Mstep: Class 7 contains 6642 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 158320 members 
Mstep: Class 10 contains 3110 members 
Mstep: Class 11 contains 165363 members 
Mstep: Class 12 contains 218598 members 
Mstep: Class 16 contains 68626 members 
Mstep: Class 17 contains 12634 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 63437 members 
Mstep: Class 22 contains 176430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924552.000000 Penalty: 36575.996094
Iteration 497Q: 17 clusters Score -1.279246e+08 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 182743 members 
Mstep: Class 4 contains 146517 members 
Mstep: Class 5 contains 43313 members 
Mstep: Class 7 contains 6676 members 
Mstep: Class 8 contains 2842 members 
Mstep: Class 9 contains 158314 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 165639 members 
Mstep: Class 12 contains 220470 members 
Mstep: Class 16 contains 68607 members 
Mstep: Class 17 contains 12560 members 
Mstep: Class 20 contains 3123 members 
Mstep: Class 21 contains 63345 members 
Mstep: Class 22 contains 175045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924248.000000 Penalty: 36575.996094
Iteration 498Q: 17 clusters Score -1.279242e+08 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 10519 members 
Mstep: Class 3 contains 182096 members 
Mstep: Class 4 contains 146381 members 
Mstep: Class 5 contains 43392 members 
Mstep: Class 7 contains 6724 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 158319 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 165930 members 
Mstep: Class 12 contains 222584 members 
Mstep: Class 16 contains 68544 members 
Mstep: Class 17 contains 12445 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 63275 members 
Mstep: Class 22 contains 173531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924344.000000 Penalty: 36575.996094
Iteration 499Q: 17 clusters Score -1.279243e+08 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 181413 members 
Mstep: Class 4 contains 146095 members 
Mstep: Class 5 contains 43410 members 
Mstep: Class 7 contains 6773 members 
Mstep: Class 8 contains 2816 members 
Mstep: Class 9 contains 158372 members 
Mstep: Class 10 contains 3127 members 
Mstep: Class 11 contains 166229 members 
Mstep: Class 12 contains 224972 members 
Mstep: Class 16 contains 68477 members 
Mstep: Class 17 contains 12288 members 
Mstep: Class 20 contains 3138 members 
Mstep: Class 21 contains 63186 members 
Mstep: Class 22 contains 171963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924600.000000 Penalty: 36575.996094
Iteration 500F: 17 clusters Score -1.279246e+08 nChanged 9653
Maximum iterations exceeded
--- Evaluating fit on full set of 3860486 points ---
Entering Unmasked Estep 
Score: -377273952.000000 Penalty: 39432.390625
23->17 Clusters: Score -377273952.000000, best is -377398944.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1286828 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55758 members 
Mstep: Class 2 contains 55876 members 
Mstep: Class 3 contains 55571 members 
Mstep: Class 4 contains 56153 members 
Mstep: Class 5 contains 55788 members 
Mstep: Class 6 contains 56280 members 
Mstep: Class 7 contains 55932 members 
Mstep: Class 8 contains 56177 members 
Mstep: Class 9 contains 56321 members 
Mstep: Class 10 contains 55716 members 
Mstep: Class 11 contains 55855 members 
Mstep: Class 12 contains 55915 members 
Mstep: Class 13 contains 56093 members 
Mstep: Class 14 contains 56016 members 
Mstep: Class 15 contains 56036 members 
Mstep: Class 16 contains 55725 members 
Mstep: Class 17 contains 56057 members 
Mstep: Class 18 contains 55978 members 
Mstep: Class 19 contains 56368 members 
Mstep: Class 20 contains 55854 members 
Mstep: Class 21 contains 55798 members 
Mstep: Class 22 contains 55987 members 
Mstep: Class 23 contains 55574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 818.896851 but Gain 2286.000000
Score: -123320016.000000 Penalty: 50291.996094
Iteration 0F: 23 clusters Score -1.2332e+08 nChanged 1224157
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 51417 members 
Mstep: Class 3 contains 53278 members 
Mstep: Class 4 contains 85641 members 
Mstep: Class 5 contains 41653 members 
Mstep: Class 6 contains 60060 members 
Mstep: Class 7 contains 69434 members 
Mstep: Class 8 contains 63434 members 
Mstep: Class 9 contains 78856 members 
Mstep: Class 10 contains 34825 members 
Mstep: Class 11 contains 113442 members 
Mstep: Class 12 contains 65867 members 
Mstep: Class 13 contains 42494 members 
Mstep: Class 14 contains 37769 members 
Mstep: Class 15 contains 55985 members 
Mstep: Class 16 contains 52822 members 
Mstep: Class 17 contains 45957 members 
Mstep: Class 18 contains 54489 members 
Mstep: Class 19 contains 60077 members 
Mstep: Class 20 contains 46588 members 
Mstep: Class 21 contains 72129 members 
Mstep: Class 22 contains 53809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126333440.000000 Penalty: 50291.996094
Iteration 1F: 23 clusters Score -1.263334e+08 nChanged 325042
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 47098 members 
Mstep: Class 3 contains 54594 members 
Mstep: Class 4 contains 89722 members 
Mstep: Class 5 contains 35964 members 
Mstep: Class 6 contains 58263 members 
Mstep: Class 7 contains 73241 members 
Mstep: Class 8 contains 63448 members 
Mstep: Class 9 contains 85275 members 
Mstep: Class 10 contains 28403 members 
Mstep: Class 11 contains 150747 members 
Mstep: Class 12 contains 58754 members 
Mstep: Class 13 contains 35118 members 
Mstep: Class 14 contains 32710 members 
Mstep: Class 15 contains 57062 members 
Mstep: Class 16 contains 50647 members 
Mstep: Class 17 contains 34770 members 
Mstep: Class 18 contains 51368 members 
Mstep: Class 19 contains 64099 members 
Mstep: Class 20 contains 42550 members 
Mstep: Class 21 contains 79536 members 
Mstep: Class 22 contains 54261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126628632.000000 Penalty: 50291.996094
Iteration 2F: 23 clusters Score -1.266286e+08 nChanged 261995
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 41879 members 
Mstep: Class 3 contains 58067 members 
Mstep: Class 4 contains 96437 members 
Mstep: Class 5 contains 29533 members 
Mstep: Class 6 contains 50386 members 
Mstep: Class 7 contains 71350 members 
Mstep: Class 8 contains 56587 members 
Mstep: Class 9 contains 94064 members 
Mstep: Class 10 contains 25042 members 
Mstep: Class 11 contains 193325 members 
Mstep: Class 12 contains 60177 members 
Mstep: Class 13 contains 29895 members 
Mstep: Class 14 contains 30349 members 
Mstep: Class 15 contains 60106 members 
Mstep: Class 16 contains 46451 members 
Mstep: Class 17 contains 28287 members 
Mstep: Class 18 contains 44162 members 
Mstep: Class 19 contains 66183 members 
Mstep: Class 20 contains 37965 members 
Mstep: Class 21 contains 81426 members 
Mstep: Class 22 contains 52914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126843664.000000 Penalty: 50291.996094
Iteration 3F: 23 clusters Score -1.268437e+08 nChanged 235395
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 36313 members 
Mstep: Class 3 contains 57589 members 
Mstep: Class 4 contains 104890 members 
Mstep: Class 5 contains 22857 members 
Mstep: Class 6 contains 40143 members 
Mstep: Class 7 contains 65939 members 
Mstep: Class 8 contains 46561 members 
Mstep: Class 9 contains 108622 members 
Mstep: Class 10 contains 22173 members 
Mstep: Class 11 contains 233132 members 
Mstep: Class 12 contains 66155 members 
Mstep: Class 13 contains 25967 members 
Mstep: Class 14 contains 31437 members 
Mstep: Class 15 contains 64886 members 
Mstep: Class 16 contains 41668 members 
Mstep: Class 17 contains 24008 members 
Mstep: Class 18 contains 36614 members 
Mstep: Class 19 contains 68079 members 
Mstep: Class 20 contains 32577 members 
Mstep: Class 21 contains 78756 members 
Mstep: Class 22 contains 52620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127008888.000000 Penalty: 50291.996094
Iteration 4F: 23 clusters Score -1.270089e+08 nChanged 206745
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 31441 members 
Mstep: Class 3 contains 54601 members 
Mstep: Class 4 contains 115137 members 
Mstep: Class 5 contains 16961 members 
Mstep: Class 6 contains 30897 members 
Mstep: Class 7 contains 59690 members 
Mstep: Class 8 contains 36781 members 
Mstep: Class 9 contains 127265 members 
Mstep: Class 10 contains 19023 members 
Mstep: Class 11 contains 254680 members 
Mstep: Class 12 contains 73829 members 
Mstep: Class 13 contains 22845 members 
Mstep: Class 14 contains 35024 members 
Mstep: Class 15 contains 72769 members 
Mstep: Class 16 contains 36331 members 
Mstep: Class 17 contains 21365 members 
Mstep: Class 18 contains 29731 members 
Mstep: Class 19 contains 69466 members 
Mstep: Class 20 contains 28110 members 
Mstep: Class 21 contains 75714 members 
Mstep: Class 22 contains 55105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127142720.000000 Penalty: 50291.996094
Iteration 5F: 23 clusters Score -1.271427e+08 nChanged 180574
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 27098 members 
Mstep: Class 3 contains 51355 members 
Mstep: Class 4 contains 127891 members 
Mstep: Class 5 contains 12073 members 
Mstep: Class 6 contains 22991 members 
Mstep: Class 7 contains 53251 members 
Mstep: Class 8 contains 27774 members 
Mstep: Class 9 contains 146833 members 
Mstep: Class 10 contains 15884 members 
Mstep: Class 11 contains 259442 members 
Mstep: Class 12 contains 82087 members 
Mstep: Class 13 contains 19979 members 
Mstep: Class 14 contains 39693 members 
Mstep: Class 15 contains 84803 members 
Mstep: Class 16 contains 30435 members 
Mstep: Class 17 contains 20118 members 
Mstep: Class 18 contains 24409 members 
Mstep: Class 19 contains 68607 members 
Mstep: Class 20 contains 24913 members 
Mstep: Class 21 contains 72442 members 
Mstep: Class 22 contains 59943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127265624.000000 Penalty: 50291.996094
Iteration 6F: 23 clusters Score -1.272656e+08 nChanged 159729
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 23050 members 
Mstep: Class 3 contains 48396 members 
Mstep: Class 4 contains 144329 members 
Mstep: Class 5 contains 8161 members 
Mstep: Class 6 contains 16247 members 
Mstep: Class 7 contains 46112 members 
Mstep: Class 8 contains 20033 members 
Mstep: Class 9 contains 164717 members 
Mstep: Class 10 contains 12555 members 
Mstep: Class 11 contains 255874 members 
Mstep: Class 12 contains 90561 members 
Mstep: Class 13 contains 17165 members 
Mstep: Class 14 contains 44556 members 
Mstep: Class 15 contains 99911 members 
Mstep: Class 16 contains 24747 members 
Mstep: Class 17 contains 19951 members 
Mstep: Class 18 contains 20404 members 
Mstep: Class 19 contains 65243 members 
Mstep: Class 20 contains 22501 members 
Mstep: Class 21 contains 66550 members 
Mstep: Class 22 contains 65621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127377928.000000 Penalty: 50291.996094
Iteration 7F: 23 clusters Score -1.273779e+08 nChanged 146078
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 19188 members 
Mstep: Class 3 contains 45887 members 
Mstep: Class 4 contains 165334 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 10634 members 
Mstep: Class 7 contains 38244 members 
Mstep: Class 8 contains 13609 members 
Mstep: Class 9 contains 178253 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 248715 members 
Mstep: Class 12 contains 99811 members 
Mstep: Class 13 contains 14282 members 
Mstep: Class 14 contains 49505 members 
Mstep: Class 15 contains 117634 members 
Mstep: Class 16 contains 19669 members 
Mstep: Class 17 contains 20149 members 
Mstep: Class 18 contains 17025 members 
Mstep: Class 19 contains 59674 members 
Mstep: Class 20 contains 20372 members 
Mstep: Class 21 contains 56631 members 
Mstep: Class 22 contains 71428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127486024.000000 Penalty: 50291.996094
Iteration 8F: 23 clusters Score -1.27486e+08 nChanged 135764
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 15490 members 
Mstep: Class 3 contains 43595 members 
Mstep: Class 4 contains 189308 members 
Mstep: Class 5 contains 3000 members 
Mstep: Class 6 contains 6622 members 
Mstep: Class 7 contains 29817 members 
Mstep: Class 8 contains 8856 members 
Mstep: Class 9 contains 186863 members 
Mstep: Class 10 contains 6355 members 
Mstep: Class 11 contains 239567 members 
Mstep: Class 12 contains 109686 members 
Mstep: Class 13 contains 11560 members 
Mstep: Class 14 contains 54229 members 
Mstep: Class 15 contains 137145 members 
Mstep: Class 16 contains 15351 members 
Mstep: Class 17 contains 20334 members 
Mstep: Class 18 contains 14009 members 
Mstep: Class 19 contains 52492 members 
Mstep: Class 20 contains 18568 members 
Mstep: Class 21 contains 43324 members 
Mstep: Class 22 contains 76868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1722.096558 but Gain 2286.000000
Score: -127583944.000000 Penalty: 48005.996094
Iteration 9F: 22 clusters Score -1.275839e+08 nChanged 121310
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 12306 members 
Mstep: Class 3 contains 41506 members 
Mstep: Class 4 contains 209880 members 
Mstep: Class 6 contains 4093 members 
Mstep: Class 7 contains 22204 members 
Mstep: Class 8 contains 5688 members 
Mstep: Class 9 contains 192845 members 
Mstep: Class 10 contains 4100 members 
Mstep: Class 11 contains 229756 members 
Mstep: Class 12 contains 120403 members 
Mstep: Class 13 contains 9209 members 
Mstep: Class 14 contains 58320 members 
Mstep: Class 15 contains 155023 members 
Mstep: Class 16 contains 11976 members 
Mstep: Class 17 contains 20554 members 
Mstep: Class 18 contains 11272 members 
Mstep: Class 19 contains 46045 members 
Mstep: Class 20 contains 17005 members 
Mstep: Class 21 contains 30497 members 
Mstep: Class 22 contains 81993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1349.169189 but Gain 2286.000000
Score: -127661592.000000 Penalty: 45719.996094
Iteration 10F: 21 clusters Score -1.276616e+08 nChanged 100569
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 9687 members 
Mstep: Class 3 contains 39556 members 
Mstep: Class 4 contains 220055 members 
Mstep: Class 6 contains 2585 members 
Mstep: Class 7 contains 16546 members 
Mstep: Class 8 contains 3760 members 
Mstep: Class 9 contains 195430 members 
Mstep: Class 10 contains 2534 members 
Mstep: Class 11 contains 220381 members 
Mstep: Class 12 contains 130257 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 61513 members 
Mstep: Class 15 contains 175632 members 
Mstep: Class 16 contains 9482 members 
Mstep: Class 17 contains 20870 members 
Mstep: Class 18 contains 8701 members 
Mstep: Class 19 contains 40636 members 
Mstep: Class 20 contains 15657 members 
Mstep: Class 21 contains 20862 members 
Mstep: Class 22 contains 85273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1709.135986 but Gain 2286.000000
Score: -127713064.000000 Penalty: 43433.996094
Iteration 11F: 20 clusters Score -1.277131e+08 nChanged 87756
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 7650 members 
Mstep: Class 3 contains 37525 members 
Mstep: Class 4 contains 219890 members 
Mstep: Class 7 contains 12720 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 194472 members 
Mstep: Class 10 contains 1540 members 
Mstep: Class 11 contains 214609 members 
Mstep: Class 12 contains 139370 members 
Mstep: Class 13 contains 5985 members 
Mstep: Class 14 contains 63545 members 
Mstep: Class 15 contains 199922 members 
Mstep: Class 16 contains 7731 members 
Mstep: Class 17 contains 21403 members 
Mstep: Class 18 contains 6431 members 
Mstep: Class 19 contains 35500 members 
Mstep: Class 20 contains 14554 members 
Mstep: Class 21 contains 14220 members 
Mstep: Class 22 contains 87014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1291.236816 but Gain 2286.000000
Score: -127740288.000000 Penalty: 41147.996094
Iteration 12F: 19 clusters Score -1.277403e+08 nChanged 76309
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 35593 members 
Mstep: Class 4 contains 213881 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 190618 members 
Mstep: Class 11 contains 211385 members 
Mstep: Class 12 contains 147498 members 
Mstep: Class 13 contains 4964 members 
Mstep: Class 14 contains 64647 members 
Mstep: Class 15 contains 223681 members 
Mstep: Class 16 contains 6500 members 
Mstep: Class 17 contains 22182 members 
Mstep: Class 18 contains 4666 members 
Mstep: Class 19 contains 30546 members 
Mstep: Class 20 contains 13855 members 
Mstep: Class 21 contains 9966 members 
Mstep: Class 22 contains 88568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127756496.000000 Penalty: 41147.996094
Iteration 13F: 19 clusters Score -1.277565e+08 nChanged 63209
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 4866 members 
Mstep: Class 3 contains 33691 members 
Mstep: Class 4 contains 205844 members 
Mstep: Class 7 contains 8237 members 
Mstep: Class 8 contains 1942 members 
Mstep: Class 9 contains 186327 members 
Mstep: Class 11 contains 210372 members 
Mstep: Class 12 contains 155283 members 
Mstep: Class 13 contains 4195 members 
Mstep: Class 14 contains 65006 members 
Mstep: Class 15 contains 241814 members 
Mstep: Class 16 contains 5679 members 
Mstep: Class 17 contains 22997 members 
Mstep: Class 18 contains 3329 members 
Mstep: Class 19 contains 25934 members 
Mstep: Class 20 contains 13488 members 
Mstep: Class 21 contains 7416 members 
Mstep: Class 22 contains 90376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127765344.000000 Penalty: 41147.996094
Iteration 14Q: 19 clusters Score -1.277653e+08 nChanged 52147
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 31931 members 
Mstep: Class 4 contains 198184 members 
Mstep: Class 7 contains 6899 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 182660 members 
Mstep: Class 11 contains 211079 members 
Mstep: Class 12 contains 163608 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 65133 members 
Mstep: Class 15 contains 252562 members 
Mstep: Class 16 contains 5159 members 
Mstep: Class 17 contains 23772 members 
Mstep: Class 18 contains 2463 members 
Mstep: Class 19 contains 21899 members 
Mstep: Class 20 contains 13572 members 
Mstep: Class 21 contains 5949 members 
Mstep: Class 22 contains 92401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2216.323242 but Gain 2286.000000
Score: -127771440.000000 Penalty: 38861.996094
Iteration 15Q: 18 clusters Score -1.277714e+08 nChanged 44942
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 3585 members 
Mstep: Class 3 contains 30421 members 
Mstep: Class 4 contains 191860 members 
Mstep: Class 7 contains 6046 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 179531 members 
Mstep: Class 11 contains 213600 members 
Mstep: Class 12 contains 172069 members 
Mstep: Class 13 contains 3128 members 
Mstep: Class 14 contains 65371 members 
Mstep: Class 15 contains 257045 members 
Mstep: Class 16 contains 4931 members 
Mstep: Class 17 contains 24458 members 
Mstep: Class 19 contains 18466 members 
Mstep: Class 20 contains 14097 members 
Mstep: Class 21 contains 5100 members 
Mstep: Class 22 contains 95243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780520.000000 Penalty: 38861.996094
Iteration 16Q: 18 clusters Score -1.277805e+08 nChanged 36055
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3327 members 
Mstep: Class 3 contains 29142 members 
Mstep: Class 4 contains 186556 members 
Mstep: Class 7 contains 5393 members 
Mstep: Class 8 contains 1944 members 
Mstep: Class 9 contains 176309 members 
Mstep: Class 11 contains 216036 members 
Mstep: Class 12 contains 179906 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 65451 members 
Mstep: Class 15 contains 257330 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 25057 members 
Mstep: Class 19 contains 15541 members 
Mstep: Class 20 contains 14814 members 
Mstep: Class 21 contains 4600 members 
Mstep: Class 22 contains 97826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787784.000000 Penalty: 38861.996094
Iteration 17Q: 18 clusters Score -1.277878e+08 nChanged 31318
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3169 members 
Mstep: Class 3 contains 28088 members 
Mstep: Class 4 contains 182266 members 
Mstep: Class 7 contains 4884 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 173045 members 
Mstep: Class 11 contains 218553 members 
Mstep: Class 12 contains 187586 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 65669 members 
Mstep: Class 15 contains 255031 members 
Mstep: Class 16 contains 4856 members 
Mstep: Class 17 contains 25538 members 
Mstep: Class 19 contains 13155 members 
Mstep: Class 20 contains 15713 members 
Mstep: Class 21 contains 4238 members 
Mstep: Class 22 contains 100447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795496.000000 Penalty: 38861.996094
Iteration 18Q: 18 clusters Score -1.277955e+08 nChanged 27451
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 27152 members 
Mstep: Class 4 contains 178384 members 
Mstep: Class 7 contains 4506 members 
Mstep: Class 8 contains 2368 members 
Mstep: Class 9 contains 170711 members 
Mstep: Class 11 contains 220747 members 
Mstep: Class 12 contains 193846 members 
Mstep: Class 13 contains 2161 members 
Mstep: Class 14 contains 66015 members 
Mstep: Class 15 contains 251891 members 
Mstep: Class 16 contains 4900 members 
Mstep: Class 17 contains 25964 members 
Mstep: Class 19 contains 11383 members 
Mstep: Class 20 contains 16763 members 
Mstep: Class 21 contains 3987 members 
Mstep: Class 22 contains 102946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127803224.000000 Penalty: 38861.996094
Iteration 19Q: 18 clusters Score -1.278032e+08 nChanged 25087
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3001 members 
Mstep: Class 3 contains 26343 members 
Mstep: Class 4 contains 174937 members 
Mstep: Class 7 contains 4227 members 
Mstep: Class 8 contains 2573 members 
Mstep: Class 9 contains 168882 members 
Mstep: Class 11 contains 222929 members 
Mstep: Class 12 contains 198332 members 
Mstep: Class 13 contains 1982 members 
Mstep: Class 14 contains 66352 members 
Mstep: Class 15 contains 248740 members 
Mstep: Class 16 contains 4993 members 
Mstep: Class 17 contains 26326 members 
Mstep: Class 19 contains 10002 members 
Mstep: Class 20 contains 18048 members 
Mstep: Class 21 contains 3804 members 
Mstep: Class 22 contains 105327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127809456.000000 Penalty: 38861.996094
Iteration 20F: 18 clusters Score -1.278095e+08 nChanged 22885
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 25645 members 
Mstep: Class 4 contains 171674 members 
Mstep: Class 7 contains 4015 members 
Mstep: Class 8 contains 2756 members 
Mstep: Class 9 contains 167549 members 
Mstep: Class 11 contains 224949 members 
Mstep: Class 12 contains 201302 members 
Mstep: Class 13 contains 1885 members 
Mstep: Class 14 contains 66627 members 
Mstep: Class 15 contains 246013 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 26635 members 
Mstep: Class 19 contains 8915 members 
Mstep: Class 20 contains 19595 members 
Mstep: Class 21 contains 3615 members 
Mstep: Class 22 contains 107571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127815776.000000 Penalty: 38861.996094
Iteration 21Q: 18 clusters Score -1.278158e+08 nChanged 21395
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 2980 members 
Mstep: Class 3 contains 25053 members 
Mstep: Class 4 contains 168782 members 
Mstep: Class 7 contains 3843 members 
Mstep: Class 8 contains 2907 members 
Mstep: Class 9 contains 166447 members 
Mstep: Class 11 contains 226681 members 
Mstep: Class 12 contains 202976 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 66924 members 
Mstep: Class 15 contains 243801 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 26951 members 
Mstep: Class 19 contains 8019 members 
Mstep: Class 20 contains 21317 members 
Mstep: Class 21 contains 3421 members 
Mstep: Class 22 contains 109704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127820856.000000 Penalty: 38861.996094
Iteration 22Q: 18 clusters Score -1.278209e+08 nChanged 19791
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3041 members 
Mstep: Class 3 contains 24569 members 
Mstep: Class 4 contains 166189 members 
Mstep: Class 7 contains 3694 members 
Mstep: Class 8 contains 3046 members 
Mstep: Class 9 contains 165593 members 
Mstep: Class 11 contains 228118 members 
Mstep: Class 12 contains 203352 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 67222 members 
Mstep: Class 15 contains 242120 members 
Mstep: Class 16 contains 5277 members 
Mstep: Class 17 contains 27272 members 
Mstep: Class 19 contains 7271 members 
Mstep: Class 20 contains 23266 members 
Mstep: Class 21 contains 3236 members 
Mstep: Class 22 contains 111772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127825656.000000 Penalty: 38861.996094
Iteration 23Q: 18 clusters Score -1.278257e+08 nChanged 18653
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3138 members 
Mstep: Class 3 contains 24141 members 
Mstep: Class 4 contains 164026 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 3181 members 
Mstep: Class 9 contains 164963 members 
Mstep: Class 11 contains 229143 members 
Mstep: Class 12 contains 202711 members 
Mstep: Class 13 contains 1750 members 
Mstep: Class 14 contains 67560 members 
Mstep: Class 15 contains 240780 members 
Mstep: Class 16 contains 5388 members 
Mstep: Class 17 contains 27573 members 
Mstep: Class 19 contains 6614 members 
Mstep: Class 20 contains 25486 members 
Mstep: Class 21 contains 3045 members 
Mstep: Class 22 contains 113721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127829288.000000 Penalty: 38861.996094
Iteration 24Q: 18 clusters Score -1.278293e+08 nChanged 17503
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3286 members 
Mstep: Class 3 contains 23756 members 
Mstep: Class 4 contains 162108 members 
Mstep: Class 7 contains 3481 members 
Mstep: Class 8 contains 3308 members 
Mstep: Class 9 contains 164675 members 
Mstep: Class 11 contains 229829 members 
Mstep: Class 12 contains 201263 members 
Mstep: Class 13 contains 1737 members 
Mstep: Class 14 contains 67919 members 
Mstep: Class 15 contains 239811 members 
Mstep: Class 16 contains 5491 members 
Mstep: Class 17 contains 27844 members 
Mstep: Class 19 contains 6017 members 
Mstep: Class 20 contains 27903 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 22 contains 115509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127833200.000000 Penalty: 38861.996094
Iteration 25Q: 18 clusters Score -1.278332e+08 nChanged 16409
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3440 members 
Mstep: Class 3 contains 23414 members 
Mstep: Class 4 contains 160471 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 3419 members 
Mstep: Class 9 contains 164528 members 
Mstep: Class 11 contains 230137 members 
Mstep: Class 12 contains 199342 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 68276 members 
Mstep: Class 15 contains 239066 members 
Mstep: Class 16 contains 5587 members 
Mstep: Class 17 contains 28111 members 
Mstep: Class 19 contains 5537 members 
Mstep: Class 20 contains 30481 members 
Mstep: Class 21 contains 2704 members 
Mstep: Class 22 contains 117173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127836368.000000 Penalty: 38861.996094
Iteration 26Q: 18 clusters Score -1.278364e+08 nChanged 15632
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3575 members 
Mstep: Class 3 contains 23111 members 
Mstep: Class 4 contains 159204 members 
Mstep: Class 7 contains 3332 members 
Mstep: Class 8 contains 3509 members 
Mstep: Class 9 contains 164426 members 
Mstep: Class 11 contains 230076 members 
Mstep: Class 12 contains 196826 members 
Mstep: Class 13 contains 1684 members 
Mstep: Class 14 contains 68685 members 
Mstep: Class 15 contains 238451 members 
Mstep: Class 16 contains 5677 members 
Mstep: Class 17 contains 28381 members 
Mstep: Class 19 contains 5130 members 
Mstep: Class 20 contains 33407 members 
Mstep: Class 21 contains 2581 members 
Mstep: Class 22 contains 118743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127840016.000000 Penalty: 38861.996094
Iteration 27Q: 18 clusters Score -1.2784e+08 nChanged 14762
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3726 members 
Mstep: Class 3 contains 22861 members 
Mstep: Class 4 contains 158144 members 
Mstep: Class 7 contains 3283 members 
Mstep: Class 8 contains 3584 members 
Mstep: Class 9 contains 164537 members 
Mstep: Class 11 contains 229648 members 
Mstep: Class 12 contains 193733 members 
Mstep: Class 13 contains 1657 members 
Mstep: Class 14 contains 69156 members 
Mstep: Class 15 contains 238042 members 
Mstep: Class 16 contains 5793 members 
Mstep: Class 17 contains 28625 members 
Mstep: Class 19 contains 4752 members 
Mstep: Class 20 contains 36552 members 
Mstep: Class 21 contains 2475 members 
Mstep: Class 22 contains 120230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127843024.000000 Penalty: 38861.996094
Iteration 28Q: 18 clusters Score -1.27843e+08 nChanged 13782
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3866 members 
Mstep: Class 3 contains 22697 members 
Mstep: Class 4 contains 157321 members 
Mstep: Class 7 contains 3223 members 
Mstep: Class 8 contains 3654 members 
Mstep: Class 9 contains 164634 members 
Mstep: Class 11 contains 228770 members 
Mstep: Class 12 contains 190624 members 
Mstep: Class 13 contains 1632 members 
Mstep: Class 14 contains 69549 members 
Mstep: Class 15 contains 237727 members 
Mstep: Class 16 contains 5924 members 
Mstep: Class 17 contains 28802 members 
Mstep: Class 19 contains 4424 members 
Mstep: Class 20 contains 40017 members 
Mstep: Class 21 contains 2389 members 
Mstep: Class 22 contains 121545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127845952.000000 Penalty: 38861.996094
Iteration 29Q: 18 clusters Score -1.27846e+08 nChanged 12795
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3984 members 
Mstep: Class 3 contains 22527 members 
Mstep: Class 4 contains 156625 members 
Mstep: Class 7 contains 3139 members 
Mstep: Class 8 contains 3720 members 
Mstep: Class 9 contains 164743 members 
Mstep: Class 11 contains 227505 members 
Mstep: Class 12 contains 187576 members 
Mstep: Class 13 contains 1602 members 
Mstep: Class 14 contains 70007 members 
Mstep: Class 15 contains 237439 members 
Mstep: Class 16 contains 6049 members 
Mstep: Class 17 contains 28987 members 
Mstep: Class 19 contains 4128 members 
Mstep: Class 20 contains 43664 members 
Mstep: Class 21 contains 2324 members 
Mstep: Class 22 contains 122779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127848240.000000 Penalty: 38861.996094
Iteration 30Q: 18 clusters Score -1.278482e+08 nChanged 11864
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 22411 members 
Mstep: Class 4 contains 156151 members 
Mstep: Class 7 contains 3070 members 
Mstep: Class 8 contains 3766 members 
Mstep: Class 9 contains 164820 members 
Mstep: Class 11 contains 226019 members 
Mstep: Class 12 contains 184731 members 
Mstep: Class 13 contains 1564 members 
Mstep: Class 14 contains 70429 members 
Mstep: Class 15 contains 237032 members 
Mstep: Class 16 contains 6169 members 
Mstep: Class 17 contains 29095 members 
Mstep: Class 19 contains 3896 members 
Mstep: Class 20 contains 47363 members 
Mstep: Class 21 contains 2272 members 
Mstep: Class 22 contains 123902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127850200.000000 Penalty: 38861.996094
Iteration 31Q: 18 clusters Score -1.278502e+08 nChanged 10977
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 4212 members 
Mstep: Class 3 contains 22339 members 
Mstep: Class 4 contains 155689 members 
Mstep: Class 7 contains 3017 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 164799 members 
Mstep: Class 11 contains 224264 members 
Mstep: Class 12 contains 182209 members 
Mstep: Class 13 contains 1506 members 
Mstep: Class 14 contains 70846 members 
Mstep: Class 15 contains 236608 members 
Mstep: Class 16 contains 6298 members 
Mstep: Class 17 contains 29183 members 
Mstep: Class 19 contains 3720 members 
Mstep: Class 20 contains 51156 members 
Mstep: Class 21 contains 2213 members 
Mstep: Class 22 contains 124933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127852432.000000 Penalty: 38861.996094
Iteration 32Q: 18 clusters Score -1.278524e+08 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 4308 members 
Mstep: Class 3 contains 22301 members 
Mstep: Class 4 contains 155328 members 
Mstep: Class 7 contains 2961 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 164618 members 
Mstep: Class 11 contains 222289 members 
Mstep: Class 12 contains 180117 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 71146 members 
Mstep: Class 15 contains 236077 members 
Mstep: Class 16 contains 6442 members 
Mstep: Class 17 contains 29218 members 
Mstep: Class 19 contains 3573 members 
Mstep: Class 20 contains 55087 members 
Mstep: Class 21 contains 2172 members 
Mstep: Class 22 contains 125845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127854632.000000 Penalty: 38861.996094
Iteration 33Q: 18 clusters Score -1.278546e+08 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 4429 members 
Mstep: Class 3 contains 22258 members 
Mstep: Class 4 contains 155059 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 3870 members 
Mstep: Class 9 contains 164348 members 
Mstep: Class 11 contains 220143 members 
Mstep: Class 12 contains 178287 members 
Mstep: Class 13 contains 1438 members 
Mstep: Class 14 contains 71388 members 
Mstep: Class 15 contains 235625 members 
Mstep: Class 16 contains 6574 members 
Mstep: Class 17 contains 29236 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 58960 members 
Mstep: Class 21 contains 2138 members 
Mstep: Class 22 contains 126702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2257.916992 but Gain 2286.000000
Score: -127856944.000000 Penalty: 36575.996094
Iteration 34Q: 17 clusters Score -1.278569e+08 nChanged 10951
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 4517 members 
Mstep: Class 3 contains 22314 members 
Mstep: Class 4 contains 154962 members 
Mstep: Class 7 contains 2867 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 164149 members 
Mstep: Class 11 contains 217843 members 
Mstep: Class 12 contains 176950 members 
Mstep: Class 14 contains 71953 members 
Mstep: Class 15 contains 235300 members 
Mstep: Class 16 contains 6722 members 
Mstep: Class 17 contains 29246 members 
Mstep: Class 19 contains 3345 members 
Mstep: Class 20 contains 63170 members 
Mstep: Class 21 contains 2100 members 
Mstep: Class 22 contains 127461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127860168.000000 Penalty: 36575.996094
Iteration 35Q: 17 clusters Score -1.278602e+08 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 4607 members 
Mstep: Class 3 contains 22252 members 
Mstep: Class 4 contains 154842 members 
Mstep: Class 7 contains 2850 members 
Mstep: Class 8 contains 3926 members 
Mstep: Class 9 contains 163862 members 
Mstep: Class 11 contains 215184 members 
Mstep: Class 12 contains 175456 members 
Mstep: Class 14 contains 72205 members 
Mstep: Class 15 contains 234971 members 
Mstep: Class 16 contains 6885 members 
Mstep: Class 17 contains 29184 members 
Mstep: Class 19 contains 3227 members 
Mstep: Class 20 contains 67082 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 128179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127861952.000000 Penalty: 36575.996094
Iteration 36Q: 17 clusters Score -1.27862e+08 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 22222 members 
Mstep: Class 4 contains 154813 members 
Mstep: Class 7 contains 2813 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 163525 members 
Mstep: Class 11 contains 212439 members 
Mstep: Class 12 contains 174235 members 
Mstep: Class 14 contains 72388 members 
Mstep: Class 15 contains 234702 members 
Mstep: Class 16 contains 7052 members 
Mstep: Class 17 contains 29124 members 
Mstep: Class 19 contains 3117 members 
Mstep: Class 20 contains 70874 members 
Mstep: Class 21 contains 2076 members 
Mstep: Class 22 contains 128782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127863832.000000 Penalty: 36575.996094
Iteration 37Q: 17 clusters Score -1.278638e+08 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 4743 members 
Mstep: Class 3 contains 22180 members 
Mstep: Class 4 contains 154872 members 
Mstep: Class 7 contains 2790 members 
Mstep: Class 8 contains 3956 members 
Mstep: Class 9 contains 163167 members 
Mstep: Class 11 contains 209777 members 
Mstep: Class 12 contains 173067 members 
Mstep: Class 14 contains 72577 members 
Mstep: Class 15 contains 234466 members 
Mstep: Class 16 contains 7238 members 
Mstep: Class 17 contains 29068 members 
Mstep: Class 19 contains 3004 members 
Mstep: Class 20 contains 74507 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 129347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127865432.000000 Penalty: 36575.996094
Iteration 38Q: 17 clusters Score -1.278654e+08 nChanged 8346
Entering ConstructFrom: 
Score: -127865432.000000 Penalty: 36575.996094
Entering ConstructFrom: 
Trying to split cluster 2 (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: -499790.125000 Penalty: 1377.579468
	Iteration 0F: 2 clusters Score -499790.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -495953.937500 Penalty: 2755.158936
	Iteration 0F: 3 clusters Score -495953.9 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -496980.375000 Penalty: 2755.158936
	Iteration 1F: 3 clusters Score -496980.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -497119.875000 Penalty: 2755.158936
	Iteration 2F: 3 clusters Score -497119.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -497215.468750 Penalty: 2755.158936
	Iteration 3Q: 3 clusters Score -497215.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -497284.562500 Penalty: 2755.158936
	Iteration 4Q: 3 clusters Score -497284.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -497352.093750 Penalty: 2755.158936
	Iteration 5Q: 3 clusters Score -497352.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -497409.812500 Penalty: 2755.158936
	Iteration 6Q: 3 clusters Score -497409.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -497464.312500 Penalty: 2755.158936
	Iteration 7Q: 3 clusters Score -497464.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -497514.500000 Penalty: 2755.158936
	Iteration 8Q: 3 clusters Score -497514.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -497584.281250 Penalty: 2755.158936
	Iteration 9Q: 3 clusters Score -497584.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -497673.875000 Penalty: 2755.158936
	Iteration 10Q: 3 clusters Score -497673.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -497767.156250 Penalty: 2755.158936
	Iteration 11Q: 3 clusters Score -497767.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -497859.437500 Penalty: 2755.158936
	Iteration 12Q: 3 clusters Score -497859.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -497965.093750 Penalty: 2755.158936
	Iteration 13Q: 3 clusters Score -497965.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -498069.593750 Penalty: 2755.158936
	Iteration 14Q: 3 clusters Score -498069.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -498188.750000 Penalty: 2755.158936
	Iteration 15Q: 3 clusters Score -498188.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -498298.531250 Penalty: 2755.158936
	Iteration 16Q: 3 clusters Score -498298.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -498380.062500 Penalty: 2755.158936
	Iteration 17Q: 3 clusters Score -498380.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -498437.468750 Penalty: 2755.158936
	Iteration 18Q: 3 clusters Score -498437.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -498487.093750 Penalty: 2755.158936
	Iteration 19Q: 3 clusters Score -498487.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -498519.750000 Penalty: 2755.158936
	Iteration 20F: 3 clusters Score -498519.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -498546.750000 Penalty: 2755.158936
	Iteration 21Q: 3 clusters Score -498546.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -498562.531250 Penalty: 2755.158936
	Iteration 22Q: 3 clusters Score -498562.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -498577.250000 Penalty: 2755.158936
	Iteration 23Q: 3 clusters Score -498577.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -498586.531250 Penalty: 2755.158936
	Iteration 24Q: 3 clusters Score -498586.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -498593.843750 Penalty: 2755.158936
	Iteration 25Q: 3 clusters Score -498593.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -498607.062500 Penalty: 2755.158936
	Iteration 26Q: 3 clusters Score -498607.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -498621.562500 Penalty: 2755.158936
	Iteration 27Q: 3 clusters Score -498621.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -498626.531250 Penalty: 2755.158936
	Iteration 28Q: 3 clusters Score -498626.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -498629.656250 Penalty: 2755.158936
	Iteration 29Q: 3 clusters Score -498629.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -498630.093750 Penalty: 2755.158936
	Iteration 30Q: 3 clusters Score -498630.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -498630.093750 Penalty: 2755.158936
	Iteration 31F: 3 clusters Score -498630.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Entering Unmasked Estep 
Score: -2104507.250000 Penalty: 1625.974731
	Iteration 0F: 2 clusters Score -2104507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2089589.500000 Penalty: 3251.949463
	Iteration 0F: 3 clusters Score -2089590 nChanged 10101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2095444.500000 Penalty: 3251.949463
	Iteration 1F: 3 clusters Score -2095444 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2097407.500000 Penalty: 3251.949463
	Iteration 2F: 3 clusters Score -2097408 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2100565.750000 Penalty: 3251.949463
	Iteration 3F: 3 clusters Score -2100566 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2103713.500000 Penalty: 3251.949463
	Iteration 4F: 3 clusters Score -2103714 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2105562.750000 Penalty: 3251.949463
	Iteration 5F: 3 clusters Score -2105563 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2106334.250000 Penalty: 3251.949463
	Iteration 6F: 3 clusters Score -2106334 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2106723.000000 Penalty: 3251.949463
	Iteration 7Q: 3 clusters Score -2106723 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2106945.250000 Penalty: 3251.949463
	Iteration 8Q: 3 clusters Score -2106945 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2107095.000000 Penalty: 3251.949463
	Iteration 9Q: 3 clusters Score -2107095 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2107199.750000 Penalty: 3251.949463
	Iteration 10Q: 3 clusters Score -2107200 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2107286.750000 Penalty: 3251.949463
	Iteration 11Q: 3 clusters Score -2107287 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2107340.750000 Penalty: 3251.949463
	Iteration 12Q: 3 clusters Score -2107341 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2107360.750000 Penalty: 3251.949463
	Iteration 13Q: 3 clusters Score -2107361 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2107383.750000 Penalty: 3251.949463
	Iteration 14Q: 3 clusters Score -2107384 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2107396.250000 Penalty: 3251.949463
	Iteration 15Q: 3 clusters Score -2107396 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2107417.500000 Penalty: 3251.949463
	Iteration 16Q: 3 clusters Score -2107418 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -2107431.250000 Penalty: 3251.949463
	Iteration 17Q: 3 clusters Score -2107431 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2107441.500000 Penalty: 3251.949463
	Iteration 18Q: 3 clusters Score -2107442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2107454.250000 Penalty: 3251.949463
	Iteration 19Q: 3 clusters Score -2107454 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2107461.000000 Penalty: 3251.949463
	Iteration 20F: 3 clusters Score -2107461 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2107474.000000 Penalty: 3251.949463
	Iteration 21Q: 3 clusters Score -2107474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2107492.250000 Penalty: 3251.949463
	Iteration 22Q: 3 clusters Score -2107492 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2107504.250000 Penalty: 3251.949463
	Iteration 23Q: 3 clusters Score -2107504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2107514.750000 Penalty: 3251.949463
	Iteration 24Q: 3 clusters Score -2107515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2107524.750000 Penalty: 3251.949463
	Iteration 25Q: 3 clusters Score -2107525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2107530.750000 Penalty: 3251.949463
	Iteration 26Q: 3 clusters Score -2107531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2107541.000000 Penalty: 3251.949463
	Iteration 27Q: 3 clusters Score -2107541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2107547.500000 Penalty: 3251.949463
	Iteration 28Q: 3 clusters Score -2107548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2107550.000000 Penalty: 3251.949463
	Iteration 29Q: 3 clusters Score -2107550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2107551.500000 Penalty: 3251.949463
	Iteration 30Q: 3 clusters Score -2107552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2107550.750000 Penalty: 3251.949463
	Iteration 31Q: 3 clusters Score -2107551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2107548.250000 Penalty: 3251.949463
	Iteration 32Q: 3 clusters Score -2107548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2107550.750000 Penalty: 3251.949463
	Iteration 33Q: 3 clusters Score -2107551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2107550.750000 Penalty: 3251.949463
	Iteration 34F: 3 clusters Score -2107551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 154969 members 
Mstep: Class 7 contains 2760 members 
Mstep: Class 8 contains 3959 members 
Mstep: Class 9 contains 162835 members 
Mstep: Class 11 contains 207165 members 
Mstep: Class 12 contains 172169 members 
Mstep: Class 14 contains 72677 members 
Mstep: Class 15 contains 234164 members 
Mstep: Class 16 contains 7388 members 
Mstep: Class 17 contains 28985 members 
Mstep: Class 19 contains 2924 members 
Mstep: Class 20 contains 77965 members 
Mstep: Class 21 contains 2009 members 
Mstep: Class 22 contains 129865 members 
Entering Unmasked Estep 
Score: -127868096.000000 Penalty: 38861.996094
Splitting cluster 3 changes total score from -127865432.000000 to -127868096.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (154969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154969 members 
Entering Unmasked Estep 
Score: -15751939.000000 Penalty: 1942.034302
	Iteration 0F: 2 clusters Score -1.575194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 77824 members 
Entering Unmasked Estep 
Score: -15648723.000000 Penalty: 3884.068604
	Iteration 0F: 3 clusters Score -1.564872e+07 nChanged 74906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71835 members 
Mstep: Class 2 contains 83134 members 
Entering Unmasked Estep 
Score: -15692605.000000 Penalty: 3884.068604
	Iteration 1F: 3 clusters Score -1.56926e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 86622 members 
Entering Unmasked Estep 
Score: -15694008.000000 Penalty: 3884.068604
	Iteration 2Q: 3 clusters Score -1.569401e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62612 members 
Mstep: Class 2 contains 92357 members 
Entering Unmasked Estep 
Score: -15696625.000000 Penalty: 3884.068604
	Iteration 3Q: 3 clusters Score -1.569662e+07 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 101198 members 
Entering Unmasked Estep 
Score: -15701448.000000 Penalty: 3884.068604
	Iteration 4F: 3 clusters Score -1.570145e+07 nChanged 12602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 113646 members 
Entering Unmasked Estep 
Score: -15711139.000000 Penalty: 3884.068604
	Iteration 5F: 3 clusters Score -1.571114e+07 nChanged 15095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 128667 members 
Entering Unmasked Estep 
Score: -15725527.000000 Penalty: 3884.068604
	Iteration 6F: 3 clusters Score -1.572553e+07 nChanged 13277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 141888 members 
Entering Unmasked Estep 
Score: -15739192.000000 Penalty: 3884.068604
	Iteration 7F: 3 clusters Score -1.573919e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 149549 members 
Entering Unmasked Estep 
Score: -15746645.000000 Penalty: 3884.068604
	Iteration 8Q: 3 clusters Score -1.574664e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 152652 members 
Entering Unmasked Estep 
Score: -15749499.000000 Penalty: 3884.068604
	Iteration 9Q: 3 clusters Score -1.57495e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 153714 members 
Entering Unmasked Estep 
Score: -15750515.000000 Penalty: 3884.068604
	Iteration 10Q: 3 clusters Score -1.575052e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 154115 members 
Entering Unmasked Estep 
Score: -15750927.000000 Penalty: 3884.068604
	Iteration 11Q: 3 clusters Score -1.575093e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 154301 members 
Entering Unmasked Estep 
Score: -15751080.000000 Penalty: 3884.068604
	Iteration 12Q: 3 clusters Score -1.575108e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 154390 members 
Entering Unmasked Estep 
Score: -15751132.000000 Penalty: 3884.068604
	Iteration 13Q: 3 clusters Score -1.575113e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 154447 members 
Entering Unmasked Estep 
Score: -15751159.000000 Penalty: 3884.068604
	Iteration 14Q: 3 clusters Score -1.575116e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 154490 members 
Entering Unmasked Estep 
Score: -15751187.000000 Penalty: 3884.068604
	Iteration 15Q: 3 clusters Score -1.575119e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 154508 members 
Entering Unmasked Estep 
Score: -15751186.000000 Penalty: 3884.068604
	Iteration 16Q: 3 clusters Score -1.575119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 154523 members 
Entering Unmasked Estep 
Score: -15751177.000000 Penalty: 3884.068604
	Iteration 17Q: 3 clusters Score -1.575118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 154530 members 
Entering Unmasked Estep 
Score: -15751171.000000 Penalty: 3884.068604
	Iteration 18Q: 3 clusters Score -1.575117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 154536 members 
Entering Unmasked Estep 
Score: -15751193.000000 Penalty: 3884.068604
	Iteration 19Q: 3 clusters Score -1.575119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 154540 members 
Entering Unmasked Estep 
Score: -15751212.000000 Penalty: 3884.068604
	Iteration 20F: 3 clusters Score -1.575121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 154538 members 
Entering Unmasked Estep 
Score: -15751233.000000 Penalty: 3884.068604
	Iteration 21Q: 3 clusters Score -1.575123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 154552 members 
Entering Unmasked Estep 
Score: -15751234.000000 Penalty: 3884.068604
	Iteration 22Q: 3 clusters Score -1.575123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 154559 members 
Entering Unmasked Estep 
Score: -15751236.000000 Penalty: 3884.068604
	Iteration 23Q: 3 clusters Score -1.575124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 154563 members 
Entering Unmasked Estep 
Score: -15751244.000000 Penalty: 3884.068604
	Iteration 24Q: 3 clusters Score -1.575124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 154565 members 
Entering Unmasked Estep 
Score: -15751249.000000 Penalty: 3884.068604
	Iteration 25Q: 3 clusters Score -1.575125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 154567 members 
Entering Unmasked Estep 
Score: -15751239.000000 Penalty: 3884.068604
	Iteration 26Q: 3 clusters Score -1.575124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 154567 members 
Entering Unmasked Estep 
Score: -15751239.000000 Penalty: 3884.068604
	Iteration 27F: 3 clusters Score -1.575124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 154566 members 
Entering Unmasked Estep 
Score: -15751252.000000 Penalty: 3884.068604
	Iteration 28Q: 3 clusters Score -1.575125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 154574 members 
Entering Unmasked Estep 
Score: -15751255.000000 Penalty: 3884.068604
	Iteration 29Q: 3 clusters Score -1.575126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 154576 members 
Entering Unmasked Estep 
Score: -15751253.000000 Penalty: 3884.068604
	Iteration 30Q: 3 clusters Score -1.575125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 154578 members 
Entering Unmasked Estep 
Score: -15751260.000000 Penalty: 3884.068604
	Iteration 31Q: 3 clusters Score -1.575126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 154577 members 
Entering Unmasked Estep 
Score: -15751263.000000 Penalty: 3884.068604
	Iteration 32Q: 3 clusters Score -1.575126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 154577 members 
Entering Unmasked Estep 
Score: -15751263.000000 Penalty: 3884.068604
	Iteration 33F: 3 clusters Score -1.575126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Entering Unmasked Estep 
Score: -285982.562500 Penalty: 1287.485229
	Iteration 0F: 2 clusters Score -285982.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -283367.343750 Penalty: 2574.970459
	Iteration 0F: 3 clusters Score -283367.3 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -283949.000000 Penalty: 2574.970459
	Iteration 1F: 3 clusters Score -283949 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -284074.718750 Penalty: 2574.970459
	Iteration 2F: 3 clusters Score -284074.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -284157.656250 Penalty: 2574.970459
	Iteration 3F: 3 clusters Score -284157.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -284211.343750 Penalty: 2574.970459
	Iteration 4Q: 3 clusters Score -284211.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -284258.625000 Penalty: 2574.970459
	Iteration 5Q: 3 clusters Score -284258.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -284304.843750 Penalty: 2574.970459
	Iteration 6Q: 3 clusters Score -284304.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -284342.031250 Penalty: 2574.970459
	Iteration 7Q: 3 clusters Score -284342 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -284377.375000 Penalty: 2574.970459
	Iteration 8Q: 3 clusters Score -284377.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -284402.093750 Penalty: 2574.970459
	Iteration 9Q: 3 clusters Score -284402.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -284430.812500 Penalty: 2574.970459
	Iteration 10Q: 3 clusters Score -284430.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -284461.375000 Penalty: 2574.970459
	Iteration 11Q: 3 clusters Score -284461.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -284491.937500 Penalty: 2574.970459
	Iteration 12Q: 3 clusters Score -284491.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -284522.812500 Penalty: 2574.970459
	Iteration 13Q: 3 clusters Score -284522.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -284555.218750 Penalty: 2574.970459
	Iteration 14Q: 3 clusters Score -284555.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -284589.968750 Penalty: 2574.970459
	Iteration 15Q: 3 clusters Score -284590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -284626.218750 Penalty: 2574.970459
	Iteration 16Q: 3 clusters Score -284626.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -284656.781250 Penalty: 2574.970459
	Iteration 17Q: 3 clusters Score -284656.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -284683.843750 Penalty: 2574.970459
	Iteration 18Q: 3 clusters Score -284683.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -284700.750000 Penalty: 2574.970459
	Iteration 19Q: 3 clusters Score -284700.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -284713.437500 Penalty: 2574.970459
	Iteration 20F: 3 clusters Score -284713.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -284727.812500 Penalty: 2574.970459
	Iteration 21Q: 3 clusters Score -284727.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -284741.218750 Penalty: 2574.970459
	Iteration 22Q: 3 clusters Score -284741.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -284750.750000 Penalty: 2574.970459
	Iteration 23Q: 3 clusters Score -284750.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -284760.781250 Penalty: 2574.970459
	Iteration 24Q: 3 clusters Score -284760.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -284776.031250 Penalty: 2574.970459
	Iteration 25Q: 3 clusters Score -284776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -284791.250000 Penalty: 2574.970459
	Iteration 26Q: 3 clusters Score -284791.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -284803.531250 Penalty: 2574.970459
	Iteration 27Q: 3 clusters Score -284803.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -284815.375000 Penalty: 2574.970459
	Iteration 28Q: 3 clusters Score -284815.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -284833.750000 Penalty: 2574.970459
	Iteration 29Q: 3 clusters Score -284833.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -284843.437500 Penalty: 2574.970459
	Iteration 30Q: 3 clusters Score -284843.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -284850.687500 Penalty: 2574.970459
	Iteration 31Q: 3 clusters Score -284850.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -284861.218750 Penalty: 2574.970459
	Iteration 32Q: 3 clusters Score -284861.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -284870.593750 Penalty: 2574.970459
	Iteration 33Q: 3 clusters Score -284870.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -284876.593750 Penalty: 2574.970459
	Iteration 34Q: 3 clusters Score -284876.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -284884.218750 Penalty: 2574.970459
	Iteration 35Q: 3 clusters Score -284884.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -284887.500000 Penalty: 2574.970459
	Iteration 36Q: 3 clusters Score -284887.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -284890.531250 Penalty: 2574.970459
	Iteration 37Q: 3 clusters Score -284890.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -284892.437500 Penalty: 2574.970459
	Iteration 38Q: 3 clusters Score -284892.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -284894.687500 Penalty: 2574.970459
	Iteration 39Q: 3 clusters Score -284894.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -284897.906250 Penalty: 2574.970459
	Iteration 40F: 3 clusters Score -284897.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -284898.750000 Penalty: 2574.970459
	Iteration 41Q: 3 clusters Score -284898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -284900.437500 Penalty: 2574.970459
	Iteration 42Q: 3 clusters Score -284900.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -284906.218750 Penalty: 2574.970459
	Iteration 43Q: 3 clusters Score -284906.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -284907.187500 Penalty: 2574.970459
	Iteration 44Q: 3 clusters Score -284907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -284908.437500 Penalty: 2574.970459
	Iteration 45Q: 3 clusters Score -284908.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -284909.218750 Penalty: 2574.970459
	Iteration 46Q: 3 clusters Score -284909.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -284909.218750 Penalty: 2574.970459
	Iteration 47F: 3 clusters Score -284909.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Entering Unmasked Estep 
Score: -405912.875000 Penalty: 1346.108887
	Iteration 0F: 2 clusters Score -405912.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -402594.500000 Penalty: 2692.217773
	Iteration 0F: 3 clusters Score -402594.5 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -403502.593750 Penalty: 2692.217773
	Iteration 1F: 3 clusters Score -403502.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -403783.250000 Penalty: 2692.217773
	Iteration 2F: 3 clusters Score -403783.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -404086.031250 Penalty: 2692.217773
	Iteration 3F: 3 clusters Score -404086 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -404403.562500 Penalty: 2692.217773
	Iteration 4F: 3 clusters Score -404403.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -404713.468750 Penalty: 2692.217773
	Iteration 5F: 3 clusters Score -404713.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -404982.156250 Penalty: 2692.217773
	Iteration 6F: 3 clusters Score -404982.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -405134.968750 Penalty: 2692.217773
	Iteration 7Q: 3 clusters Score -405135 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -405224.812500 Penalty: 2692.217773
	Iteration 8Q: 3 clusters Score -405224.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -405283.312500 Penalty: 2692.217773
	Iteration 9Q: 3 clusters Score -405283.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -405322.125000 Penalty: 2692.217773
	Iteration 10Q: 3 clusters Score -405322.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -405350.531250 Penalty: 2692.217773
	Iteration 11Q: 3 clusters Score -405350.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -405374.125000 Penalty: 2692.217773
	Iteration 12Q: 3 clusters Score -405374.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -405395.468750 Penalty: 2692.217773
	Iteration 13Q: 3 clusters Score -405395.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -405413.781250 Penalty: 2692.217773
	Iteration 14Q: 3 clusters Score -405413.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -405426.375000 Penalty: 2692.217773
	Iteration 15Q: 3 clusters Score -405426.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -405437.093750 Penalty: 2692.217773
	Iteration 16Q: 3 clusters Score -405437.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -405444.812500 Penalty: 2692.217773
	Iteration 17Q: 3 clusters Score -405444.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -405451.531250 Penalty: 2692.217773
	Iteration 18Q: 3 clusters Score -405451.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -405455.000000 Penalty: 2692.217773
	Iteration 19Q: 3 clusters Score -405455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -405458.875000 Penalty: 2692.217773
	Iteration 20F: 3 clusters Score -405458.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -405461.187500 Penalty: 2692.217773
	Iteration 21Q: 3 clusters Score -405461.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -405463.125000 Penalty: 2692.217773
	Iteration 22Q: 3 clusters Score -405463.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -405464.968750 Penalty: 2692.217773
	Iteration 23Q: 3 clusters Score -405465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -405466.906250 Penalty: 2692.217773
	Iteration 24Q: 3 clusters Score -405466.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -405468.312500 Penalty: 2692.217773
	Iteration 25Q: 3 clusters Score -405468.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -405468.718750 Penalty: 2692.217773
	Iteration 26Q: 3 clusters Score -405468.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -405469.343750 Penalty: 2692.217773
	Iteration 27Q: 3 clusters Score -405469.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -405469.031250 Penalty: 2692.217773
	Iteration 28Q: 3 clusters Score -405469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -405469.031250 Penalty: 2692.217773
	Iteration 29F: 3 clusters Score -405469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (162835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162835 members 
Entering Unmasked Estep 
Score: -16372392.000000 Penalty: 1950.080078
	Iteration 0F: 2 clusters Score -1.637239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81097 members 
Mstep: Class 2 contains 81738 members 
Entering Unmasked Estep 
Score: -16264350.000000 Penalty: 3900.160156
	Iteration 0F: 3 clusters Score -1.626435e+07 nChanged 78595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75096 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -16311239.000000 Penalty: 3900.160156
	Iteration 1F: 3 clusters Score -1.631124e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71226 members 
Mstep: Class 2 contains 91609 members 
Entering Unmasked Estep 
Score: -16313656.000000 Penalty: 3900.160156
	Iteration 2Q: 3 clusters Score -1.631366e+07 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 97748 members 
Entering Unmasked Estep 
Score: -16318253.000000 Penalty: 3900.160156
	Iteration 3F: 3 clusters Score -1.631825e+07 nChanged 11606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 106726 members 
Entering Unmasked Estep 
Score: -16326553.000000 Penalty: 3900.160156
	Iteration 4F: 3 clusters Score -1.632655e+07 nChanged 14244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 118062 members 
Entering Unmasked Estep 
Score: -16338878.000000 Penalty: 3900.160156
	Iteration 5F: 3 clusters Score -1.633888e+07 nChanged 13686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 129018 members 
Entering Unmasked Estep 
Score: -16351702.000000 Penalty: 3900.160156
	Iteration 6F: 3 clusters Score -1.63517e+07 nChanged 10127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 137049 members 
Entering Unmasked Estep 
Score: -16360719.000000 Penalty: 3900.160156
	Iteration 7F: 3 clusters Score -1.636072e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 141782 members 
Entering Unmasked Estep 
Score: -16365511.000000 Penalty: 3900.160156
	Iteration 8Q: 3 clusters Score -1.636551e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 144609 members 
Entering Unmasked Estep 
Score: -16367898.000000 Penalty: 3900.160156
	Iteration 9Q: 3 clusters Score -1.63679e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 146616 members 
Entering Unmasked Estep 
Score: -16369045.000000 Penalty: 3900.160156
	Iteration 10Q: 3 clusters Score -1.636904e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 148208 members 
Entering Unmasked Estep 
Score: -16369788.000000 Penalty: 3900.160156
	Iteration 11Q: 3 clusters Score -1.636979e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 149544 members 
Entering Unmasked Estep 
Score: -16370268.000000 Penalty: 3900.160156
	Iteration 12Q: 3 clusters Score -1.637027e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 150649 members 
Entering Unmasked Estep 
Score: -16370618.000000 Penalty: 3900.160156
	Iteration 13Q: 3 clusters Score -1.637062e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 151639 members 
Entering Unmasked Estep 
Score: -16370911.000000 Penalty: 3900.160156
	Iteration 14Q: 3 clusters Score -1.637091e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 152502 members 
Entering Unmasked Estep 
Score: -16371101.000000 Penalty: 3900.160156
	Iteration 15Q: 3 clusters Score -1.63711e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 153307 members 
Entering Unmasked Estep 
Score: -16371286.000000 Penalty: 3900.160156
	Iteration 16Q: 3 clusters Score -1.637129e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 154043 members 
Entering Unmasked Estep 
Score: -16371415.000000 Penalty: 3900.160156
	Iteration 17Q: 3 clusters Score -1.637142e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 154709 members 
Entering Unmasked Estep 
Score: -16371433.000000 Penalty: 3900.160156
	Iteration 18Q: 3 clusters Score -1.637143e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 155327 members 
Entering Unmasked Estep 
Score: -16371572.000000 Penalty: 3900.160156
	Iteration 19Q: 3 clusters Score -1.637157e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 155903 members 
Entering Unmasked Estep 
Score: -16371717.000000 Penalty: 3900.160156
	Iteration 20F: 3 clusters Score -1.637172e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 156398 members 
Entering Unmasked Estep 
Score: -16371794.000000 Penalty: 3900.160156
	Iteration 21Q: 3 clusters Score -1.637179e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 156839 members 
Entering Unmasked Estep 
Score: -16371855.000000 Penalty: 3900.160156
	Iteration 22Q: 3 clusters Score -1.637186e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 157254 members 
Entering Unmasked Estep 
Score: -16371870.000000 Penalty: 3900.160156
	Iteration 23Q: 3 clusters Score -1.637187e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 157608 members 
Entering Unmasked Estep 
Score: -16371933.000000 Penalty: 3900.160156
	Iteration 24Q: 3 clusters Score -1.637193e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 157928 members 
Entering Unmasked Estep 
Score: -16371922.000000 Penalty: 3900.160156
	Iteration 25Q: 3 clusters Score -1.637192e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 158203 members 
Entering Unmasked Estep 
Score: -16371987.000000 Penalty: 3900.160156
	Iteration 26Q: 3 clusters Score -1.637199e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 158460 members 
Entering Unmasked Estep 
Score: -16372008.000000 Penalty: 3900.160156
	Iteration 27Q: 3 clusters Score -1.637201e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 158694 members 
Entering Unmasked Estep 
Score: -16371952.000000 Penalty: 3900.160156
	Iteration 28Q: 3 clusters Score -1.637195e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 158893 members 
Entering Unmasked Estep 
Score: -16371933.000000 Penalty: 3900.160156
	Iteration 29Q: 3 clusters Score -1.637193e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 159051 members 
Entering Unmasked Estep 
Score: -16371968.000000 Penalty: 3900.160156
	Iteration 30Q: 3 clusters Score -1.637197e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 159198 members 
Entering Unmasked Estep 
Score: -16372005.000000 Penalty: 3900.160156
	Iteration 31Q: 3 clusters Score -1.6372e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 159305 members 
Entering Unmasked Estep 
Score: -16371990.000000 Penalty: 3900.160156
	Iteration 32Q: 3 clusters Score -1.637199e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 159392 members 
Entering Unmasked Estep 
Score: -16371982.000000 Penalty: 3900.160156
	Iteration 33Q: 3 clusters Score -1.637198e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 159465 members 
Entering Unmasked Estep 
Score: -16371971.000000 Penalty: 3900.160156
	Iteration 34Q: 3 clusters Score -1.637197e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 159519 members 
Entering Unmasked Estep 
Score: -16371978.000000 Penalty: 3900.160156
	Iteration 35Q: 3 clusters Score -1.637198e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 159573 members 
Entering Unmasked Estep 
Score: -16372002.000000 Penalty: 3900.160156
	Iteration 36Q: 3 clusters Score -1.6372e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 159630 members 
Entering Unmasked Estep 
Score: -16371996.000000 Penalty: 3900.160156
	Iteration 37Q: 3 clusters Score -1.6372e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 159681 members 
Entering Unmasked Estep 
Score: -16371978.000000 Penalty: 3900.160156
	Iteration 38Q: 3 clusters Score -1.637198e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 159731 members 
Entering Unmasked Estep 
Score: -16371958.000000 Penalty: 3900.160156
	Iteration 39Q: 3 clusters Score -1.637196e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 159770 members 
Entering Unmasked Estep 
Score: -16371978.000000 Penalty: 3900.160156
	Iteration 40F: 3 clusters Score -1.637198e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 159802 members 
Entering Unmasked Estep 
Score: -16371975.000000 Penalty: 3900.160156
	Iteration 41Q: 3 clusters Score -1.637198e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 159841 members 
Entering Unmasked Estep 
Score: -16371991.000000 Penalty: 3900.160156
	Iteration 42Q: 3 clusters Score -1.637199e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 159877 members 
Entering Unmasked Estep 
Score: -16372006.000000 Penalty: 3900.160156
	Iteration 43Q: 3 clusters Score -1.637201e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 159900 members 
Entering Unmasked Estep 
Score: -16371985.000000 Penalty: 3900.160156
	Iteration 44Q: 3 clusters Score -1.637198e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 159917 members 
Entering Unmasked Estep 
Score: -16371995.000000 Penalty: 3900.160156
	Iteration 45Q: 3 clusters Score -1.6372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 159931 members 
Entering Unmasked Estep 
Score: -16371996.000000 Penalty: 3900.160156
	Iteration 46Q: 3 clusters Score -1.6372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 159939 members 
Entering Unmasked Estep 
Score: -16371988.000000 Penalty: 3900.160156
	Iteration 47Q: 3 clusters Score -1.637199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 159950 members 
Entering Unmasked Estep 
Score: -16371995.000000 Penalty: 3900.160156
	Iteration 48Q: 3 clusters Score -1.6372e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 159959 members 
Entering Unmasked Estep 
Score: -16371986.000000 Penalty: 3900.160156
	Iteration 49Q: 3 clusters Score -1.637199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 159970 members 
Entering Unmasked Estep 
Score: -16372005.000000 Penalty: 3900.160156
	Iteration 50Q: 3 clusters Score -1.6372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 159979 members 
Entering Unmasked Estep 
Score: -16372011.000000 Penalty: 3900.160156
	Iteration 51Q: 3 clusters Score -1.637201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 159984 members 
Entering Unmasked Estep 
Score: -16372009.000000 Penalty: 3900.160156
	Iteration 52Q: 3 clusters Score -1.637201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 159988 members 
Entering Unmasked Estep 
Score: -16372019.000000 Penalty: 3900.160156
	Iteration 53Q: 3 clusters Score -1.637202e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 160003 members 
Entering Unmasked Estep 
Score: -16372023.000000 Penalty: 3900.160156
	Iteration 54Q: 3 clusters Score -1.637202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 160025 members 
Entering Unmasked Estep 
Score: -16372011.000000 Penalty: 3900.160156
	Iteration 55Q: 3 clusters Score -1.637201e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 160045 members 
Entering Unmasked Estep 
Score: -16372002.000000 Penalty: 3900.160156
	Iteration 56Q: 3 clusters Score -1.6372e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 160067 members 
Entering Unmasked Estep 
Score: -16372012.000000 Penalty: 3900.160156
	Iteration 57Q: 3 clusters Score -1.637201e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 160096 members 
Entering Unmasked Estep 
Score: -16372000.000000 Penalty: 3900.160156
	Iteration 58Q: 3 clusters Score -1.6372e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 160120 members 
Entering Unmasked Estep 
Score: -16371981.000000 Penalty: 3900.160156
	Iteration 59Q: 3 clusters Score -1.637198e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 160146 members 
Entering Unmasked Estep 
Score: -16372006.000000 Penalty: 3900.160156
	Iteration 60F: 3 clusters Score -1.637201e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 160161 members 
Entering Unmasked Estep 
Score: -16372011.000000 Penalty: 3900.160156
	Iteration 61Q: 3 clusters Score -1.637201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 160173 members 
Entering Unmasked Estep 
Score: -16372028.000000 Penalty: 3900.160156
	Iteration 62Q: 3 clusters Score -1.637203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 160185 members 
Entering Unmasked Estep 
Score: -16372028.000000 Penalty: 3900.160156
	Iteration 63Q: 3 clusters Score -1.637203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 160197 members 
Entering Unmasked Estep 
Score: -16372021.000000 Penalty: 3900.160156
	Iteration 64Q: 3 clusters Score -1.637202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 160207 members 
Entering Unmasked Estep 
Score: -16372018.000000 Penalty: 3900.160156
	Iteration 65Q: 3 clusters Score -1.637202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 160213 members 
Entering Unmasked Estep 
Score: -16372019.000000 Penalty: 3900.160156
	Iteration 66Q: 3 clusters Score -1.637202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 160220 members 
Entering Unmasked Estep 
Score: -16372006.000000 Penalty: 3900.160156
	Iteration 67Q: 3 clusters Score -1.637201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 160223 members 
Entering Unmasked Estep 
Score: -16372007.000000 Penalty: 3900.160156
	Iteration 68Q: 3 clusters Score -1.637201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 160228 members 
Entering Unmasked Estep 
Score: -16372003.000000 Penalty: 3900.160156
	Iteration 69Q: 3 clusters Score -1.6372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 160232 members 
Entering Unmasked Estep 
Score: -16372010.000000 Penalty: 3900.160156
	Iteration 70Q: 3 clusters Score -1.637201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 160234 members 
Entering Unmasked Estep 
Score: -16372000.000000 Penalty: 3900.160156
	Iteration 71Q: 3 clusters Score -1.6372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 160235 members 
Entering Unmasked Estep 
Score: -16371996.000000 Penalty: 3900.160156
	Iteration 72Q: 3 clusters Score -1.6372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 160236 members 
Entering Unmasked Estep 
Score: -16371998.000000 Penalty: 3900.160156
	Iteration 73Q: 3 clusters Score -1.6372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 160238 members 
Entering Unmasked Estep 
Score: -16371996.000000 Penalty: 3900.160156
	Iteration 74Q: 3 clusters Score -1.6372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 160241 members 
Entering Unmasked Estep 
Score: -16372003.000000 Penalty: 3900.160156
	Iteration 75Q: 3 clusters Score -1.6372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 160242 members 
Entering Unmasked Estep 
Score: -16371998.000000 Penalty: 3900.160156
	Iteration 76Q: 3 clusters Score -1.6372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 160244 members 
Entering Unmasked Estep 
Score: -16371998.000000 Penalty: 3900.160156
	Iteration 77Q: 3 clusters Score -1.6372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 160245 members 
Entering Unmasked Estep 
Score: -16372002.000000 Penalty: 3900.160156
	Iteration 78Q: 3 clusters Score -1.6372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 160246 members 
Entering Unmasked Estep 
Score: -16371999.000000 Penalty: 3900.160156
	Iteration 79Q: 3 clusters Score -1.6372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 160246 members 
Entering Unmasked Estep 
Score: -16371999.000000 Penalty: 3900.160156
	Iteration 80F: 3 clusters Score -1.6372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (207165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207165 members 
Entering Unmasked Estep 
Score: -21097596.000000 Penalty: 1989.206543
	Iteration 0F: 2 clusters Score -2.10976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103615 members 
Mstep: Class 2 contains 103550 members 
Entering Unmasked Estep 
Score: -20986130.000000 Penalty: 3978.413086
	Iteration 0F: 3 clusters Score -2.098613e+07 nChanged 100549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105736 members 
Mstep: Class 2 contains 101429 members 
Entering Unmasked Estep 
Score: -21046776.000000 Penalty: 3978.413086
	Iteration 1F: 3 clusters Score -2.104678e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106078 members 
Mstep: Class 2 contains 101087 members 
Entering Unmasked Estep 
Score: -21048036.000000 Penalty: 3978.413086
	Iteration 2Q: 3 clusters Score -2.104804e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106344 members 
Mstep: Class 2 contains 100821 members 
Entering Unmasked Estep 
Score: -21049662.000000 Penalty: 3978.413086
	Iteration 3Q: 3 clusters Score -2.104966e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106343 members 
Mstep: Class 2 contains 100822 members 
Entering Unmasked Estep 
Score: -21051716.000000 Penalty: 3978.413086
	Iteration 4Q: 3 clusters Score -2.105172e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105842 members 
Mstep: Class 2 contains 101323 members 
Entering Unmasked Estep 
Score: -21054538.000000 Penalty: 3978.413086
	Iteration 5Q: 3 clusters Score -2.105454e+07 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104539 members 
Mstep: Class 2 contains 102626 members 
Entering Unmasked Estep 
Score: -21058754.000000 Penalty: 3978.413086
	Iteration 6Q: 3 clusters Score -2.105875e+07 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102159 members 
Mstep: Class 2 contains 105006 members 
Entering Unmasked Estep 
Score: -21065490.000000 Penalty: 3978.413086
	Iteration 7F: 3 clusters Score -2.106549e+07 nChanged 12767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98742 members 
Mstep: Class 2 contains 108423 members 
Entering Unmasked Estep 
Score: -21074742.000000 Penalty: 3978.413086
	Iteration 8F: 3 clusters Score -2.107474e+07 nChanged 13322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94660 members 
Mstep: Class 2 contains 112505 members 
Entering Unmasked Estep 
Score: -21084022.000000 Penalty: 3978.413086
	Iteration 9F: 3 clusters Score -2.108402e+07 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90961 members 
Mstep: Class 2 contains 116204 members 
Entering Unmasked Estep 
Score: -21089730.000000 Penalty: 3978.413086
	Iteration 10F: 3 clusters Score -2.108973e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87570 members 
Mstep: Class 2 contains 119595 members 
Entering Unmasked Estep 
Score: -21092466.000000 Penalty: 3978.413086
	Iteration 11Q: 3 clusters Score -2.109247e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84153 members 
Mstep: Class 2 contains 123012 members 
Entering Unmasked Estep 
Score: -21094072.000000 Penalty: 3978.413086
	Iteration 12Q: 3 clusters Score -2.109407e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 126528 members 
Entering Unmasked Estep 
Score: -21095324.000000 Penalty: 3978.413086
	Iteration 13Q: 3 clusters Score -2.109532e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76930 members 
Mstep: Class 2 contains 130235 members 
Entering Unmasked Estep 
Score: -21096598.000000 Penalty: 3978.413086
	Iteration 14Q: 3 clusters Score -2.10966e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73264 members 
Mstep: Class 2 contains 133901 members 
Entering Unmasked Estep 
Score: -21097798.000000 Penalty: 3978.413086
	Iteration 15Q: 3 clusters Score -2.10978e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69678 members 
Mstep: Class 2 contains 137487 members 
Entering Unmasked Estep 
Score: -21099098.000000 Penalty: 3978.413086
	Iteration 16Q: 3 clusters Score -2.10991e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 140964 members 
Entering Unmasked Estep 
Score: -21100266.000000 Penalty: 3978.413086
	Iteration 17Q: 3 clusters Score -2.110027e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62692 members 
Mstep: Class 2 contains 144473 members 
Entering Unmasked Estep 
Score: -21101078.000000 Penalty: 3978.413086
	Iteration 18Q: 3 clusters Score -2.110108e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59153 members 
Mstep: Class 2 contains 148012 members 
Entering Unmasked Estep 
Score: -21101304.000000 Penalty: 3978.413086
	Iteration 19Q: 3 clusters Score -2.11013e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 151649 members 
Entering Unmasked Estep 
Score: -21101590.000000 Penalty: 3978.413086
	Iteration 20F: 3 clusters Score -2.110159e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 155281 members 
Entering Unmasked Estep 
Score: -21101828.000000 Penalty: 3978.413086
	Iteration 21Q: 3 clusters Score -2.110183e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 158782 members 
Entering Unmasked Estep 
Score: -21102004.000000 Penalty: 3978.413086
	Iteration 22Q: 3 clusters Score -2.1102e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 162107 members 
Entering Unmasked Estep 
Score: -21101802.000000 Penalty: 3978.413086
	Iteration 23Q: 3 clusters Score -2.11018e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 165417 members 
Entering Unmasked Estep 
Score: -21101678.000000 Penalty: 3978.413086
	Iteration 24Q: 3 clusters Score -2.110168e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 168621 members 
Entering Unmasked Estep 
Score: -21101494.000000 Penalty: 3978.413086
	Iteration 25Q: 3 clusters Score -2.110149e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 171695 members 
Entering Unmasked Estep 
Score: -21101182.000000 Penalty: 3978.413086
	Iteration 26Q: 3 clusters Score -2.110118e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 174760 members 
Entering Unmasked Estep 
Score: -21100732.000000 Penalty: 3978.413086
	Iteration 27Q: 3 clusters Score -2.110073e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 177871 members 
Entering Unmasked Estep 
Score: -21100236.000000 Penalty: 3978.413086
	Iteration 28Q: 3 clusters Score -2.110024e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 180876 members 
Entering Unmasked Estep 
Score: -21099706.000000 Penalty: 3978.413086
	Iteration 29Q: 3 clusters Score -2.109971e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 183848 members 
Entering Unmasked Estep 
Score: -21099238.000000 Penalty: 3978.413086
	Iteration 30Q: 3 clusters Score -2.109924e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 186745 members 
Entering Unmasked Estep 
Score: -21098786.000000 Penalty: 3978.413086
	Iteration 31Q: 3 clusters Score -2.109879e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 189589 members 
Entering Unmasked Estep 
Score: -21098394.000000 Penalty: 3978.413086
	Iteration 32Q: 3 clusters Score -2.109839e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 192138 members 
Entering Unmasked Estep 
Score: -21098106.000000 Penalty: 3978.413086
	Iteration 33Q: 3 clusters Score -2.109811e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 194426 members 
Entering Unmasked Estep 
Score: -21098098.000000 Penalty: 3978.413086
	Iteration 34Q: 3 clusters Score -2.10981e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 196450 members 
Entering Unmasked Estep 
Score: -21097818.000000 Penalty: 3978.413086
	Iteration 35Q: 3 clusters Score -2.109782e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 198259 members 
Entering Unmasked Estep 
Score: -21097772.000000 Penalty: 3978.413086
	Iteration 36Q: 3 clusters Score -2.109777e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 199855 members 
Entering Unmasked Estep 
Score: -21097722.000000 Penalty: 3978.413086
	Iteration 37Q: 3 clusters Score -2.109772e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 201185 members 
Entering Unmasked Estep 
Score: -21097656.000000 Penalty: 3978.413086
	Iteration 38Q: 3 clusters Score -2.109766e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 202300 members 
Entering Unmasked Estep 
Score: -21097692.000000 Penalty: 3978.413086
	Iteration 39Q: 3 clusters Score -2.109769e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 203200 members 
Entering Unmasked Estep 
Score: -21097772.000000 Penalty: 3978.413086
	Iteration 40F: 3 clusters Score -2.109777e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 203960 members 
Entering Unmasked Estep 
Score: -21097708.000000 Penalty: 3978.413086
	Iteration 41Q: 3 clusters Score -2.109771e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 204545 members 
Entering Unmasked Estep 
Score: -21097586.000000 Penalty: 3978.413086
	Iteration 42Q: 3 clusters Score -2.109759e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 205023 members 
Entering Unmasked Estep 
Score: -21097508.000000 Penalty: 3978.413086
	Iteration 43Q: 3 clusters Score -2.109751e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 205374 members 
Entering Unmasked Estep 
Score: -21097424.000000 Penalty: 3978.413086
	Iteration 44Q: 3 clusters Score -2.109742e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 205635 members 
Entering Unmasked Estep 
Score: -21097368.000000 Penalty: 3978.413086
	Iteration 45Q: 3 clusters Score -2.109737e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 205821 members 
Entering Unmasked Estep 
Score: -21097348.000000 Penalty: 3978.413086
	Iteration 46Q: 3 clusters Score -2.109735e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 205964 members 
Entering Unmasked Estep 
Score: -21097336.000000 Penalty: 3978.413086
	Iteration 47Q: 3 clusters Score -2.109734e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 206066 members 
Entering Unmasked Estep 
Score: -21097294.000000 Penalty: 3978.413086
	Iteration 48Q: 3 clusters Score -2.109729e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 206127 members 
Entering Unmasked Estep 
Score: -21097292.000000 Penalty: 3978.413086
	Iteration 49Q: 3 clusters Score -2.109729e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 206176 members 
Entering Unmasked Estep 
Score: -21097274.000000 Penalty: 3978.413086
	Iteration 50Q: 3 clusters Score -2.109727e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 206201 members 
Entering Unmasked Estep 
Score: -21097288.000000 Penalty: 3978.413086
	Iteration 51Q: 3 clusters Score -2.109729e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 206216 members 
Entering Unmasked Estep 
Score: -21097250.000000 Penalty: 3978.413086
	Iteration 52Q: 3 clusters Score -2.109725e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 206233 members 
Entering Unmasked Estep 
Score: -21097256.000000 Penalty: 3978.413086
	Iteration 53Q: 3 clusters Score -2.109726e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 206246 members 
Entering Unmasked Estep 
Score: -21097276.000000 Penalty: 3978.413086
	Iteration 54Q: 3 clusters Score -2.109728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 206255 members 
Entering Unmasked Estep 
Score: -21097268.000000 Penalty: 3978.413086
	Iteration 55Q: 3 clusters Score -2.109727e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 206263 members 
Entering Unmasked Estep 
Score: -21097262.000000 Penalty: 3978.413086
	Iteration 56Q: 3 clusters Score -2.109726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 206267 members 
Entering Unmasked Estep 
Score: -21097262.000000 Penalty: 3978.413086
	Iteration 57Q: 3 clusters Score -2.109726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 206266 members 
Entering Unmasked Estep 
Score: -21097272.000000 Penalty: 3978.413086
	Iteration 58Q: 3 clusters Score -2.109727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 206267 members 
Entering Unmasked Estep 
Score: -21097266.000000 Penalty: 3978.413086
	Iteration 59Q: 3 clusters Score -2.109727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 206271 members 
Entering Unmasked Estep 
Score: -21097272.000000 Penalty: 3978.413086
	Iteration 60F: 3 clusters Score -2.109727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 206270 members 
Entering Unmasked Estep 
Score: -21097266.000000 Penalty: 3978.413086
	Iteration 61Q: 3 clusters Score -2.109727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 206269 members 
Entering Unmasked Estep 
Score: -21097260.000000 Penalty: 3978.413086
	Iteration 62Q: 3 clusters Score -2.109726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 206269 members 
Entering Unmasked Estep 
Score: -21097260.000000 Penalty: 3978.413086
	Iteration 63F: 3 clusters Score -2.109726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (172169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172169 members 
Entering Unmasked Estep 
Score: -17401406.000000 Penalty: 1959.137573
	Iteration 0F: 2 clusters Score -1.740141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86041 members 
Mstep: Class 2 contains 86128 members 
Entering Unmasked Estep 
Score: -17288228.000000 Penalty: 3918.275146
	Iteration 0F: 3 clusters Score -1.728823e+07 nChanged 82830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87857 members 
Mstep: Class 2 contains 84312 members 
Entering Unmasked Estep 
Score: -17337314.000000 Penalty: 3918.275146
	Iteration 1F: 3 clusters Score -1.733731e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 83183 members 
Entering Unmasked Estep 
Score: -17339226.000000 Penalty: 3918.275146
	Iteration 2Q: 3 clusters Score -1.733923e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90705 members 
Mstep: Class 2 contains 81464 members 
Entering Unmasked Estep 
Score: -17342102.000000 Penalty: 3918.275146
	Iteration 3Q: 3 clusters Score -1.73421e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93138 members 
Mstep: Class 2 contains 79031 members 
Entering Unmasked Estep 
Score: -17346912.000000 Penalty: 3918.275146
	Iteration 4F: 3 clusters Score -1.734691e+07 nChanged 10794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96516 members 
Mstep: Class 2 contains 75653 members 
Entering Unmasked Estep 
Score: -17353692.000000 Penalty: 3918.275146
	Iteration 5F: 3 clusters Score -1.735369e+07 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100484 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -17362878.000000 Penalty: 3918.275146
	Iteration 6F: 3 clusters Score -1.736288e+07 nChanged 11857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104287 members 
Mstep: Class 2 contains 67882 members 
Entering Unmasked Estep 
Score: -17372170.000000 Penalty: 3918.275146
	Iteration 7F: 3 clusters Score -1.737217e+07 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107146 members 
Mstep: Class 2 contains 65023 members 
Entering Unmasked Estep 
Score: -17379042.000000 Penalty: 3918.275146
	Iteration 8F: 3 clusters Score -1.737904e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109348 members 
Mstep: Class 2 contains 62821 members 
Entering Unmasked Estep 
Score: -17382430.000000 Penalty: 3918.275146
	Iteration 9Q: 3 clusters Score -1.738243e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111273 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -17383992.000000 Penalty: 3918.275146
	Iteration 10Q: 3 clusters Score -1.738399e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113221 members 
Mstep: Class 2 contains 58948 members 
Entering Unmasked Estep 
Score: -17384930.000000 Penalty: 3918.275146
	Iteration 11Q: 3 clusters Score -1.738493e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115125 members 
Mstep: Class 2 contains 57044 members 
Entering Unmasked Estep 
Score: -17385780.000000 Penalty: 3918.275146
	Iteration 12Q: 3 clusters Score -1.738578e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116971 members 
Mstep: Class 2 contains 55198 members 
Entering Unmasked Estep 
Score: -17386470.000000 Penalty: 3918.275146
	Iteration 13Q: 3 clusters Score -1.738647e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118876 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -17387126.000000 Penalty: 3918.275146
	Iteration 14Q: 3 clusters Score -1.738713e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120767 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -17387644.000000 Penalty: 3918.275146
	Iteration 15Q: 3 clusters Score -1.738764e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122674 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -17388206.000000 Penalty: 3918.275146
	Iteration 16Q: 3 clusters Score -1.738821e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124594 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -17388666.000000 Penalty: 3918.275146
	Iteration 17Q: 3 clusters Score -1.738867e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126454 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -17389046.000000 Penalty: 3918.275146
	Iteration 18Q: 3 clusters Score -1.738905e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128343 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -17389456.000000 Penalty: 3918.275146
	Iteration 19Q: 3 clusters Score -1.738946e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130137 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -17389888.000000 Penalty: 3918.275146
	Iteration 20F: 3 clusters Score -1.738989e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131925 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -17390292.000000 Penalty: 3918.275146
	Iteration 21Q: 3 clusters Score -1.739029e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133737 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -17390706.000000 Penalty: 3918.275146
	Iteration 22Q: 3 clusters Score -1.739071e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135500 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -17391218.000000 Penalty: 3918.275146
	Iteration 23Q: 3 clusters Score -1.739122e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137275 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -17391614.000000 Penalty: 3918.275146
	Iteration 24Q: 3 clusters Score -1.739161e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139025 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -17391926.000000 Penalty: 3918.275146
	Iteration 25Q: 3 clusters Score -1.739193e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140784 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -17392358.000000 Penalty: 3918.275146
	Iteration 26Q: 3 clusters Score -1.739236e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142550 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -17392784.000000 Penalty: 3918.275146
	Iteration 27Q: 3 clusters Score -1.739278e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144408 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -17393252.000000 Penalty: 3918.275146
	Iteration 28Q: 3 clusters Score -1.739325e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146263 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -17393778.000000 Penalty: 3918.275146
	Iteration 29Q: 3 clusters Score -1.739378e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148171 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -17394374.000000 Penalty: 3918.275146
	Iteration 30Q: 3 clusters Score -1.739437e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150075 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -17394814.000000 Penalty: 3918.275146
	Iteration 31Q: 3 clusters Score -1.739481e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151973 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -17395434.000000 Penalty: 3918.275146
	Iteration 32Q: 3 clusters Score -1.739543e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153918 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -17396128.000000 Penalty: 3918.275146
	Iteration 33Q: 3 clusters Score -1.739613e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155934 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -17396796.000000 Penalty: 3918.275146
	Iteration 34Q: 3 clusters Score -1.73968e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157885 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -17397470.000000 Penalty: 3918.275146
	Iteration 35Q: 3 clusters Score -1.739747e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159771 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -17398060.000000 Penalty: 3918.275146
	Iteration 36Q: 3 clusters Score -1.739806e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161544 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -17398542.000000 Penalty: 3918.275146
	Iteration 37Q: 3 clusters Score -1.739854e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163145 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -17399194.000000 Penalty: 3918.275146
	Iteration 38Q: 3 clusters Score -1.739919e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164553 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -17399546.000000 Penalty: 3918.275146
	Iteration 39Q: 3 clusters Score -1.739955e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165780 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -17399936.000000 Penalty: 3918.275146
	Iteration 40F: 3 clusters Score -1.739994e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166842 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -17400226.000000 Penalty: 3918.275146
	Iteration 41Q: 3 clusters Score -1.740023e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167694 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -17400442.000000 Penalty: 3918.275146
	Iteration 42Q: 3 clusters Score -1.740044e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168406 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -17400644.000000 Penalty: 3918.275146
	Iteration 43Q: 3 clusters Score -1.740064e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168949 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -17400706.000000 Penalty: 3918.275146
	Iteration 44Q: 3 clusters Score -1.740071e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169367 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -17400752.000000 Penalty: 3918.275146
	Iteration 45Q: 3 clusters Score -1.740075e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169689 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -17400814.000000 Penalty: 3918.275146
	Iteration 46Q: 3 clusters Score -1.740081e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169908 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -17400792.000000 Penalty: 3918.275146
	Iteration 47Q: 3 clusters Score -1.740079e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170077 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -17400832.000000 Penalty: 3918.275146
	Iteration 48Q: 3 clusters Score -1.740083e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170210 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -17400824.000000 Penalty: 3918.275146
	Iteration 49Q: 3 clusters Score -1.740082e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170312 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -17400854.000000 Penalty: 3918.275146
	Iteration 50Q: 3 clusters Score -1.740085e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170403 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -17400902.000000 Penalty: 3918.275146
	Iteration 51Q: 3 clusters Score -1.74009e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170476 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -17400896.000000 Penalty: 3918.275146
	Iteration 52Q: 3 clusters Score -1.74009e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170537 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -17400896.000000 Penalty: 3918.275146
	Iteration 53Q: 3 clusters Score -1.74009e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170583 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -17400926.000000 Penalty: 3918.275146
	Iteration 54Q: 3 clusters Score -1.740093e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170620 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -17400902.000000 Penalty: 3918.275146
	Iteration 55Q: 3 clusters Score -1.74009e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170651 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -17400888.000000 Penalty: 3918.275146
	Iteration 56Q: 3 clusters Score -1.740089e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170668 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -17400904.000000 Penalty: 3918.275146
	Iteration 57Q: 3 clusters Score -1.74009e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170683 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -17400886.000000 Penalty: 3918.275146
	Iteration 58Q: 3 clusters Score -1.740089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170695 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -17400886.000000 Penalty: 3918.275146
	Iteration 59Q: 3 clusters Score -1.740089e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170704 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -17400886.000000 Penalty: 3918.275146
	Iteration 60F: 3 clusters Score -1.740089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170708 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -17400882.000000 Penalty: 3918.275146
	Iteration 61Q: 3 clusters Score -1.740088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170713 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -17400904.000000 Penalty: 3918.275146
	Iteration 62Q: 3 clusters Score -1.74009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170718 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -17400894.000000 Penalty: 3918.275146
	Iteration 63Q: 3 clusters Score -1.740089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170718 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -17400894.000000 Penalty: 3918.275146
	Iteration 64Q: 3 clusters Score -1.740089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170721 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -17400898.000000 Penalty: 3918.275146
	Iteration 65Q: 3 clusters Score -1.74009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170723 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -17400902.000000 Penalty: 3918.275146
	Iteration 66Q: 3 clusters Score -1.74009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170728 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -17400888.000000 Penalty: 3918.275146
	Iteration 67Q: 3 clusters Score -1.740089e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170736 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -17400900.000000 Penalty: 3918.275146
	Iteration 68Q: 3 clusters Score -1.74009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170748 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -17400890.000000 Penalty: 3918.275146
	Iteration 69Q: 3 clusters Score -1.740089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170756 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -17400902.000000 Penalty: 3918.275146
	Iteration 70Q: 3 clusters Score -1.74009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170762 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -17400914.000000 Penalty: 3918.275146
	Iteration 71Q: 3 clusters Score -1.740091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170766 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -17400898.000000 Penalty: 3918.275146
	Iteration 72Q: 3 clusters Score -1.74009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170769 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -17400904.000000 Penalty: 3918.275146
	Iteration 73Q: 3 clusters Score -1.74009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170771 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -17400910.000000 Penalty: 3918.275146
	Iteration 74Q: 3 clusters Score -1.740091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170775 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -17400912.000000 Penalty: 3918.275146
	Iteration 75Q: 3 clusters Score -1.740091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170779 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -17400918.000000 Penalty: 3918.275146
	Iteration 76Q: 3 clusters Score -1.740092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170782 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -17400922.000000 Penalty: 3918.275146
	Iteration 77Q: 3 clusters Score -1.740092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170784 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -17400924.000000 Penalty: 3918.275146
	Iteration 78Q: 3 clusters Score -1.740092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170786 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -17400918.000000 Penalty: 3918.275146
	Iteration 79Q: 3 clusters Score -1.740092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170787 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -17400922.000000 Penalty: 3918.275146
	Iteration 80F: 3 clusters Score -1.740092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170789 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -17400912.000000 Penalty: 3918.275146
	Iteration 81Q: 3 clusters Score -1.740091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170789 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -17400918.000000 Penalty: 3918.275146
	Iteration 82Q: 3 clusters Score -1.740092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170791 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -17400918.000000 Penalty: 3918.275146
	Iteration 83Q: 3 clusters Score -1.740092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170792 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -17400914.000000 Penalty: 3918.275146
	Iteration 84Q: 3 clusters Score -1.740091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170793 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -17400920.000000 Penalty: 3918.275146
	Iteration 85Q: 3 clusters Score -1.740092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170795 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -17400916.000000 Penalty: 3918.275146
	Iteration 86Q: 3 clusters Score -1.740092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170797 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -17400912.000000 Penalty: 3918.275146
	Iteration 87Q: 3 clusters Score -1.740091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170797 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -17400912.000000 Penalty: 3918.275146
	Iteration 88F: 3 clusters Score -1.740091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (72677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72677 members 
Entering Unmasked Estep 
Score: -7305328.000000 Penalty: 1818.989258
	Iteration 0F: 2 clusters Score -7305328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -7256837.500000 Penalty: 3637.978516
	Iteration 0F: 3 clusters Score -7256838 nChanged 34556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -7277291.000000 Penalty: 3637.978516
	Iteration 1F: 3 clusters Score -7277291 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -7278560.500000 Penalty: 3637.978516
	Iteration 2Q: 3 clusters Score -7278560 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -7280587.000000 Penalty: 3637.978516
	Iteration 3F: 3 clusters Score -7280587 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -7283812.500000 Penalty: 3637.978516
	Iteration 4F: 3 clusters Score -7283812 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -7288364.000000 Penalty: 3637.978516
	Iteration 5F: 3 clusters Score -7288364 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -7293507.000000 Penalty: 3637.978516
	Iteration 6F: 3 clusters Score -7293507 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -7297751.500000 Penalty: 3637.978516
	Iteration 7F: 3 clusters Score -7297752 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -7300275.000000 Penalty: 3637.978516
	Iteration 8Q: 3 clusters Score -7300275 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 53659 members 
Entering Unmasked Estep 
Score: -7301421.500000 Penalty: 3637.978516
	Iteration 9Q: 3 clusters Score -7301422 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -7301948.000000 Penalty: 3637.978516
	Iteration 10Q: 3 clusters Score -7301948 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 55307 members 
Entering Unmasked Estep 
Score: -7302324.500000 Penalty: 3637.978516
	Iteration 11Q: 3 clusters Score -7302324 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -7302715.500000 Penalty: 3637.978516
	Iteration 12Q: 3 clusters Score -7302716 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -7303063.000000 Penalty: 3637.978516
	Iteration 13Q: 3 clusters Score -7303063 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 57710 members 
Entering Unmasked Estep 
Score: -7303432.000000 Penalty: 3637.978516
	Iteration 14Q: 3 clusters Score -7303432 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 58456 members 
Entering Unmasked Estep 
Score: -7303764.500000 Penalty: 3637.978516
	Iteration 15Q: 3 clusters Score -7303764 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 59145 members 
Entering Unmasked Estep 
Score: -7304061.000000 Penalty: 3637.978516
	Iteration 16Q: 3 clusters Score -7304061 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -7304332.000000 Penalty: 3637.978516
	Iteration 17Q: 3 clusters Score -7304332 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 60306 members 
Entering Unmasked Estep 
Score: -7304460.500000 Penalty: 3637.978516
	Iteration 18Q: 3 clusters Score -7304460 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -7304561.000000 Penalty: 3637.978516
	Iteration 19Q: 3 clusters Score -7304561 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 61132 members 
Entering Unmasked Estep 
Score: -7304660.000000 Penalty: 3637.978516
	Iteration 20F: 3 clusters Score -7304660 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 61486 members 
Entering Unmasked Estep 
Score: -7304726.500000 Penalty: 3637.978516
	Iteration 21Q: 3 clusters Score -7304726 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 61803 members 
Entering Unmasked Estep 
Score: -7304795.000000 Penalty: 3637.978516
	Iteration 22Q: 3 clusters Score -7304795 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 62114 members 
Entering Unmasked Estep 
Score: -7304863.500000 Penalty: 3637.978516
	Iteration 23Q: 3 clusters Score -7304864 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -7304892.000000 Penalty: 3637.978516
	Iteration 24Q: 3 clusters Score -7304892 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 62670 members 
Entering Unmasked Estep 
Score: -7304946.500000 Penalty: 3637.978516
	Iteration 25Q: 3 clusters Score -7304946 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 62932 members 
Entering Unmasked Estep 
Score: -7304975.000000 Penalty: 3637.978516
	Iteration 26Q: 3 clusters Score -7304975 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 63138 members 
Entering Unmasked Estep 
Score: -7305001.500000 Penalty: 3637.978516
	Iteration 27Q: 3 clusters Score -7305002 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -7305052.500000 Penalty: 3637.978516
	Iteration 28Q: 3 clusters Score -7305052 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -7305085.500000 Penalty: 3637.978516
	Iteration 29Q: 3 clusters Score -7305086 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 63670 members 
Entering Unmasked Estep 
Score: -7305113.500000 Penalty: 3637.978516
	Iteration 30Q: 3 clusters Score -7305114 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -7305124.500000 Penalty: 3637.978516
	Iteration 31Q: 3 clusters Score -7305124 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 63948 members 
Entering Unmasked Estep 
Score: -7305115.000000 Penalty: 3637.978516
	Iteration 32Q: 3 clusters Score -7305115 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 64060 members 
Entering Unmasked Estep 
Score: -7305142.500000 Penalty: 3637.978516
	Iteration 33Q: 3 clusters Score -7305142 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 64160 members 
Entering Unmasked Estep 
Score: -7305155.500000 Penalty: 3637.978516
	Iteration 34Q: 3 clusters Score -7305156 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -7305168.000000 Penalty: 3637.978516
	Iteration 35Q: 3 clusters Score -7305168 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 64314 members 
Entering Unmasked Estep 
Score: -7305170.000000 Penalty: 3637.978516
	Iteration 36Q: 3 clusters Score -7305170 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 64391 members 
Entering Unmasked Estep 
Score: -7305184.500000 Penalty: 3637.978516
	Iteration 37Q: 3 clusters Score -7305184 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -7305161.000000 Penalty: 3637.978516
	Iteration 38Q: 3 clusters Score -7305161 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -7305163.000000 Penalty: 3637.978516
	Iteration 39Q: 3 clusters Score -7305163 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 64610 members 
Entering Unmasked Estep 
Score: -7305186.000000 Penalty: 3637.978516
	Iteration 40F: 3 clusters Score -7305186 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 64688 members 
Entering Unmasked Estep 
Score: -7305178.000000 Penalty: 3637.978516
	Iteration 41Q: 3 clusters Score -7305178 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 64757 members 
Entering Unmasked Estep 
Score: -7305170.500000 Penalty: 3637.978516
	Iteration 42Q: 3 clusters Score -7305170 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 64819 members 
Entering Unmasked Estep 
Score: -7305175.000000 Penalty: 3637.978516
	Iteration 43Q: 3 clusters Score -7305175 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -7305169.000000 Penalty: 3637.978516
	Iteration 44Q: 3 clusters Score -7305169 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 64921 members 
Entering Unmasked Estep 
Score: -7305176.000000 Penalty: 3637.978516
	Iteration 45Q: 3 clusters Score -7305176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 64972 members 
Entering Unmasked Estep 
Score: -7305186.000000 Penalty: 3637.978516
	Iteration 46Q: 3 clusters Score -7305186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 65010 members 
Entering Unmasked Estep 
Score: -7305182.000000 Penalty: 3637.978516
	Iteration 47Q: 3 clusters Score -7305182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 65051 members 
Entering Unmasked Estep 
Score: -7305187.500000 Penalty: 3637.978516
	Iteration 48Q: 3 clusters Score -7305188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 65088 members 
Entering Unmasked Estep 
Score: -7305198.500000 Penalty: 3637.978516
	Iteration 49Q: 3 clusters Score -7305198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 65120 members 
Entering Unmasked Estep 
Score: -7305199.500000 Penalty: 3637.978516
	Iteration 50Q: 3 clusters Score -7305200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 65154 members 
Entering Unmasked Estep 
Score: -7305194.500000 Penalty: 3637.978516
	Iteration 51Q: 3 clusters Score -7305194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -7305204.500000 Penalty: 3637.978516
	Iteration 52Q: 3 clusters Score -7305204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 65206 members 
Entering Unmasked Estep 
Score: -7305204.000000 Penalty: 3637.978516
	Iteration 53Q: 3 clusters Score -7305204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -7305203.000000 Penalty: 3637.978516
	Iteration 54Q: 3 clusters Score -7305203 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 65259 members 
Entering Unmasked Estep 
Score: -7305209.500000 Penalty: 3637.978516
	Iteration 55Q: 3 clusters Score -7305210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 65288 members 
Entering Unmasked Estep 
Score: -7305212.500000 Penalty: 3637.978516
	Iteration 56Q: 3 clusters Score -7305212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 65322 members 
Entering Unmasked Estep 
Score: -7305211.500000 Penalty: 3637.978516
	Iteration 57Q: 3 clusters Score -7305212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -7305200.500000 Penalty: 3637.978516
	Iteration 58Q: 3 clusters Score -7305200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 65370 members 
Entering Unmasked Estep 
Score: -7305202.500000 Penalty: 3637.978516
	Iteration 59Q: 3 clusters Score -7305202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 65389 members 
Entering Unmasked Estep 
Score: -7305198.500000 Penalty: 3637.978516
	Iteration 60F: 3 clusters Score -7305198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -7305198.500000 Penalty: 3637.978516
	Iteration 61Q: 3 clusters Score -7305198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -7305192.000000 Penalty: 3637.978516
	Iteration 62Q: 3 clusters Score -7305192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -7305201.500000 Penalty: 3637.978516
	Iteration 63Q: 3 clusters Score -7305202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 65518 members 
Entering Unmasked Estep 
Score: -7305205.000000 Penalty: 3637.978516
	Iteration 64Q: 3 clusters Score -7305205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 65556 members 
Entering Unmasked Estep 
Score: -7305204.500000 Penalty: 3637.978516
	Iteration 65Q: 3 clusters Score -7305204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 65584 members 
Entering Unmasked Estep 
Score: -7305210.000000 Penalty: 3637.978516
	Iteration 66Q: 3 clusters Score -7305210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 65608 members 
Entering Unmasked Estep 
Score: -7305211.500000 Penalty: 3637.978516
	Iteration 67Q: 3 clusters Score -7305212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -7305231.500000 Penalty: 3637.978516
	Iteration 68Q: 3 clusters Score -7305232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -7305221.000000 Penalty: 3637.978516
	Iteration 69Q: 3 clusters Score -7305221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 65679 members 
Entering Unmasked Estep 
Score: -7305218.500000 Penalty: 3637.978516
	Iteration 70Q: 3 clusters Score -7305218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 65706 members 
Entering Unmasked Estep 
Score: -7305211.500000 Penalty: 3637.978516
	Iteration 71Q: 3 clusters Score -7305212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 65728 members 
Entering Unmasked Estep 
Score: -7305215.500000 Penalty: 3637.978516
	Iteration 72Q: 3 clusters Score -7305216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 65743 members 
Entering Unmasked Estep 
Score: -7305223.500000 Penalty: 3637.978516
	Iteration 73Q: 3 clusters Score -7305224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -7305224.500000 Penalty: 3637.978516
	Iteration 74Q: 3 clusters Score -7305224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -7305217.500000 Penalty: 3637.978516
	Iteration 75Q: 3 clusters Score -7305218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 65766 members 
Entering Unmasked Estep 
Score: -7305219.500000 Penalty: 3637.978516
	Iteration 76Q: 3 clusters Score -7305220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 65778 members 
Entering Unmasked Estep 
Score: -7305223.000000 Penalty: 3637.978516
	Iteration 77Q: 3 clusters Score -7305223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 65790 members 
Entering Unmasked Estep 
Score: -7305216.000000 Penalty: 3637.978516
	Iteration 78Q: 3 clusters Score -7305216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -7305226.000000 Penalty: 3637.978516
	Iteration 79Q: 3 clusters Score -7305226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 65803 members 
Entering Unmasked Estep 
Score: -7305227.000000 Penalty: 3637.978516
	Iteration 80F: 3 clusters Score -7305227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -7305229.000000 Penalty: 3637.978516
	Iteration 81Q: 3 clusters Score -7305229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 65808 members 
Entering Unmasked Estep 
Score: -7305225.500000 Penalty: 3637.978516
	Iteration 82Q: 3 clusters Score -7305226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 65809 members 
Entering Unmasked Estep 
Score: -7305226.000000 Penalty: 3637.978516
	Iteration 83Q: 3 clusters Score -7305226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 65811 members 
Entering Unmasked Estep 
Score: -7305226.500000 Penalty: 3637.978516
	Iteration 84Q: 3 clusters Score -7305226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 65812 members 
Entering Unmasked Estep 
Score: -7305219.500000 Penalty: 3637.978516
	Iteration 85Q: 3 clusters Score -7305220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 65813 members 
Entering Unmasked Estep 
Score: -7305217.500000 Penalty: 3637.978516
	Iteration 86Q: 3 clusters Score -7305218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -7305221.000000 Penalty: 3637.978516
	Iteration 87Q: 3 clusters Score -7305221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 65816 members 
Entering Unmasked Estep 
Score: -7305219.000000 Penalty: 3637.978516
	Iteration 88Q: 3 clusters Score -7305219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -7305218.000000 Penalty: 3637.978516
	Iteration 89Q: 3 clusters Score -7305218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -7305218.000000 Penalty: 3637.978516
	Iteration 90F: 3 clusters Score -7305218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (234164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234164 members 
Entering Unmasked Estep 
Score: -23917390.000000 Penalty: 2009.113770
	Iteration 0F: 2 clusters Score -2.391739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117213 members 
Mstep: Class 2 contains 116951 members 
Entering Unmasked Estep 
Score: -23792352.000000 Penalty: 4018.227539
	Iteration 0F: 3 clusters Score -2.379235e+07 nChanged 113545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119308 members 
Mstep: Class 2 contains 114856 members 
Entering Unmasked Estep 
Score: -23859604.000000 Penalty: 4018.227539
	Iteration 1F: 3 clusters Score -2.38596e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120434 members 
Mstep: Class 2 contains 113730 members 
Entering Unmasked Estep 
Score: -23861216.000000 Penalty: 4018.227539
	Iteration 2Q: 3 clusters Score -2.386122e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122146 members 
Mstep: Class 2 contains 112018 members 
Entering Unmasked Estep 
Score: -23863228.000000 Penalty: 4018.227539
	Iteration 3Q: 3 clusters Score -2.386323e+07 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124674 members 
Mstep: Class 2 contains 109490 members 
Entering Unmasked Estep 
Score: -23866060.000000 Penalty: 4018.227539
	Iteration 4Q: 3 clusters Score -2.386606e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128510 members 
Mstep: Class 2 contains 105654 members 
Entering Unmasked Estep 
Score: -23870188.000000 Penalty: 4018.227539
	Iteration 5Q: 3 clusters Score -2.387019e+07 nChanged 12223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134279 members 
Mstep: Class 2 contains 99885 members 
Entering Unmasked Estep 
Score: -23877086.000000 Penalty: 4018.227539
	Iteration 6F: 3 clusters Score -2.387709e+07 nChanged 14819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141686 members 
Mstep: Class 2 contains 92478 members 
Entering Unmasked Estep 
Score: -23887764.000000 Penalty: 4018.227539
	Iteration 7F: 3 clusters Score -2.388776e+07 nChanged 16485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149371 members 
Mstep: Class 2 contains 84793 members 
Entering Unmasked Estep 
Score: -23901370.000000 Penalty: 4018.227539
	Iteration 8F: 3 clusters Score -2.390137e+07 nChanged 15804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156095 members 
Mstep: Class 2 contains 78069 members 
Entering Unmasked Estep 
Score: -23912594.000000 Penalty: 4018.227539
	Iteration 9F: 3 clusters Score -2.391259e+07 nChanged 12511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161332 members 
Mstep: Class 2 contains 72832 members 
Entering Unmasked Estep 
Score: -23918184.000000 Penalty: 4018.227539
	Iteration 10F: 3 clusters Score -2.391818e+07 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166485 members 
Mstep: Class 2 contains 67679 members 
Entering Unmasked Estep 
Score: -23919418.000000 Penalty: 4018.227539
	Iteration 11Q: 3 clusters Score -2.391942e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171982 members 
Mstep: Class 2 contains 62182 members 
Entering Unmasked Estep 
Score: -23919238.000000 Penalty: 4018.227539
	Iteration 12Q: 3 clusters Score -2.391924e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177878 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -23918594.000000 Penalty: 4018.227539
	Iteration 13Q: 3 clusters Score -2.391859e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184156 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -23917468.000000 Penalty: 4018.227539
	Iteration 14Q: 3 clusters Score -2.391747e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190479 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -23916184.000000 Penalty: 4018.227539
	Iteration 15Q: 3 clusters Score -2.391618e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196438 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -23915142.000000 Penalty: 4018.227539
	Iteration 16Q: 3 clusters Score -2.391514e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201710 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -23914336.000000 Penalty: 4018.227539
	Iteration 17Q: 3 clusters Score -2.391434e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206261 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -23913474.000000 Penalty: 4018.227539
	Iteration 18Q: 3 clusters Score -2.391347e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210166 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -23912620.000000 Penalty: 4018.227539
	Iteration 19Q: 3 clusters Score -2.391262e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213432 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -23912404.000000 Penalty: 4018.227539
	Iteration 20F: 3 clusters Score -2.39124e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216387 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -23912700.000000 Penalty: 4018.227539
	Iteration 21Q: 3 clusters Score -2.39127e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219004 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -23912986.000000 Penalty: 4018.227539
	Iteration 22Q: 3 clusters Score -2.391299e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221406 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -23913244.000000 Penalty: 4018.227539
	Iteration 23Q: 3 clusters Score -2.391324e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223526 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -23913486.000000 Penalty: 4018.227539
	Iteration 24Q: 3 clusters Score -2.391349e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225393 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -23913736.000000 Penalty: 4018.227539
	Iteration 25Q: 3 clusters Score -2.391374e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226959 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -23913962.000000 Penalty: 4018.227539
	Iteration 26Q: 3 clusters Score -2.391396e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228298 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -23914234.000000 Penalty: 4018.227539
	Iteration 27Q: 3 clusters Score -2.391423e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229392 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -23914350.000000 Penalty: 4018.227539
	Iteration 28Q: 3 clusters Score -2.391435e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230271 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -23914540.000000 Penalty: 4018.227539
	Iteration 29Q: 3 clusters Score -2.391454e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230951 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -23914682.000000 Penalty: 4018.227539
	Iteration 30Q: 3 clusters Score -2.391468e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231504 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -23914918.000000 Penalty: 4018.227539
	Iteration 31Q: 3 clusters Score -2.391492e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231915 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -23915044.000000 Penalty: 4018.227539
	Iteration 32Q: 3 clusters Score -2.391504e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232224 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -23915116.000000 Penalty: 4018.227539
	Iteration 33Q: 3 clusters Score -2.391512e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232482 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -23915156.000000 Penalty: 4018.227539
	Iteration 34Q: 3 clusters Score -2.391516e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232671 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -23915286.000000 Penalty: 4018.227539
	Iteration 35Q: 3 clusters Score -2.391529e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232811 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -23915348.000000 Penalty: 4018.227539
	Iteration 36Q: 3 clusters Score -2.391535e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232917 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -23915410.000000 Penalty: 4018.227539
	Iteration 37Q: 3 clusters Score -2.391541e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232989 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -23915450.000000 Penalty: 4018.227539
	Iteration 38Q: 3 clusters Score -2.391545e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233052 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -23915524.000000 Penalty: 4018.227539
	Iteration 39Q: 3 clusters Score -2.391552e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233102 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -23915580.000000 Penalty: 4018.227539
	Iteration 40F: 3 clusters Score -2.391558e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233136 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -23915618.000000 Penalty: 4018.227539
	Iteration 41Q: 3 clusters Score -2.391562e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233172 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -23915658.000000 Penalty: 4018.227539
	Iteration 42Q: 3 clusters Score -2.391566e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233199 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -23915678.000000 Penalty: 4018.227539
	Iteration 43Q: 3 clusters Score -2.391568e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233221 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -23915672.000000 Penalty: 4018.227539
	Iteration 44Q: 3 clusters Score -2.391567e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233248 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -23915712.000000 Penalty: 4018.227539
	Iteration 45Q: 3 clusters Score -2.391571e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233263 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -23915716.000000 Penalty: 4018.227539
	Iteration 46Q: 3 clusters Score -2.391572e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233275 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -23915714.000000 Penalty: 4018.227539
	Iteration 47Q: 3 clusters Score -2.391571e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233287 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -23915720.000000 Penalty: 4018.227539
	Iteration 48Q: 3 clusters Score -2.391572e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233290 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -23915726.000000 Penalty: 4018.227539
	Iteration 49Q: 3 clusters Score -2.391573e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233299 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -23915746.000000 Penalty: 4018.227539
	Iteration 50Q: 3 clusters Score -2.391575e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233311 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -23915728.000000 Penalty: 4018.227539
	Iteration 51Q: 3 clusters Score -2.391573e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233321 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -23915730.000000 Penalty: 4018.227539
	Iteration 52Q: 3 clusters Score -2.391573e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233331 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -23915728.000000 Penalty: 4018.227539
	Iteration 53Q: 3 clusters Score -2.391573e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233337 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -23915746.000000 Penalty: 4018.227539
	Iteration 54Q: 3 clusters Score -2.391575e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233351 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -23915754.000000 Penalty: 4018.227539
	Iteration 55Q: 3 clusters Score -2.391575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233363 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -23915756.000000 Penalty: 4018.227539
	Iteration 56Q: 3 clusters Score -2.391576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233370 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -23915756.000000 Penalty: 4018.227539
	Iteration 57Q: 3 clusters Score -2.391576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233379 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -23915756.000000 Penalty: 4018.227539
	Iteration 58Q: 3 clusters Score -2.391576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233383 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -23915758.000000 Penalty: 4018.227539
	Iteration 59Q: 3 clusters Score -2.391576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233389 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -23915756.000000 Penalty: 4018.227539
	Iteration 60F: 3 clusters Score -2.391576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233390 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -23915734.000000 Penalty: 4018.227539
	Iteration 61Q: 3 clusters Score -2.391573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233393 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -23915758.000000 Penalty: 4018.227539
	Iteration 62Q: 3 clusters Score -2.391576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233394 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -23915772.000000 Penalty: 4018.227539
	Iteration 63Q: 3 clusters Score -2.391577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233398 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -23915772.000000 Penalty: 4018.227539
	Iteration 64Q: 3 clusters Score -2.391577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233400 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -23915768.000000 Penalty: 4018.227539
	Iteration 65Q: 3 clusters Score -2.391577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233403 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -23915784.000000 Penalty: 4018.227539
	Iteration 66Q: 3 clusters Score -2.391578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233403 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -23915784.000000 Penalty: 4018.227539
	Iteration 67Q: 3 clusters Score -2.391578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233403 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -23915784.000000 Penalty: 4018.227539
	Iteration 68F: 3 clusters Score -2.391578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -765683.500000 Penalty: 1447.487061
	Iteration 0F: 2 clusters Score -765683.5 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 3662 members 
Entering Unmasked Estep 
Score: -760205.250000 Penalty: 2894.974121
	Iteration 0F: 3 clusters Score -760205.2 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -761839.812500 Penalty: 2894.974121
	Iteration 1F: 3 clusters Score -761839.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -762082.187500 Penalty: 2894.974121
	Iteration 2F: 3 clusters Score -762082.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -762288.937500 Penalty: 2894.974121
	Iteration 3F: 3 clusters Score -762288.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -762502.062500 Penalty: 2894.974121
	Iteration 4F: 3 clusters Score -762502.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -762724.437500 Penalty: 2894.974121
	Iteration 5F: 3 clusters Score -762724.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -762962.062500 Penalty: 2894.974121
	Iteration 6F: 3 clusters Score -762962.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -763221.937500 Penalty: 2894.974121
	Iteration 7F: 3 clusters Score -763221.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -763534.875000 Penalty: 2894.974121
	Iteration 8F: 3 clusters Score -763534.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -763861.562500 Penalty: 2894.974121
	Iteration 9F: 3 clusters Score -763861.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -764141.375000 Penalty: 2894.974121
	Iteration 10Q: 3 clusters Score -764141.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -764370.312500 Penalty: 2894.974121
	Iteration 11Q: 3 clusters Score -764370.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -764516.500000 Penalty: 2894.974121
	Iteration 12Q: 3 clusters Score -764516.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -764601.562500 Penalty: 2894.974121
	Iteration 13Q: 3 clusters Score -764601.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -764654.687500 Penalty: 2894.974121
	Iteration 14Q: 3 clusters Score -764654.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -764687.812500 Penalty: 2894.974121
	Iteration 15Q: 3 clusters Score -764687.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -764704.000000 Penalty: 2894.974121
	Iteration 16Q: 3 clusters Score -764704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -764711.750000 Penalty: 2894.974121
	Iteration 17Q: 3 clusters Score -764711.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -764718.812500 Penalty: 2894.974121
	Iteration 18Q: 3 clusters Score -764718.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -764727.187500 Penalty: 2894.974121
	Iteration 19Q: 3 clusters Score -764727.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -764732.562500 Penalty: 2894.974121
	Iteration 20F: 3 clusters Score -764732.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -764737.875000 Penalty: 2894.974121
	Iteration 21Q: 3 clusters Score -764737.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -764738.937500 Penalty: 2894.974121
	Iteration 22Q: 3 clusters Score -764738.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -764740.125000 Penalty: 2894.974121
	Iteration 23Q: 3 clusters Score -764740.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -764743.312500 Penalty: 2894.974121
	Iteration 24Q: 3 clusters Score -764743.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -764744.375000 Penalty: 2894.974121
	Iteration 25Q: 3 clusters Score -764744.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -764744.375000 Penalty: 2894.974121
	Iteration 26F: 3 clusters Score -764744.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Entering Unmasked Estep 
Score: -2905977.250000 Penalty: 1669.611694
	Iteration 0F: 2 clusters Score -2905977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2886474.000000 Penalty: 3339.223389
	Iteration 0F: 3 clusters Score -2886474 nChanged 13354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2893912.000000 Penalty: 3339.223389
	Iteration 1F: 3 clusters Score -2893912 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2894451.000000 Penalty: 3339.223389
	Iteration 2Q: 3 clusters Score -2894451 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2895074.000000 Penalty: 3339.223389
	Iteration 3Q: 3 clusters Score -2895074 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2895876.500000 Penalty: 3339.223389
	Iteration 4F: 3 clusters Score -2895876 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2896988.000000 Penalty: 3339.223389
	Iteration 5F: 3 clusters Score -2896988 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2898390.750000 Penalty: 3339.223389
	Iteration 6F: 3 clusters Score -2898391 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2899990.750000 Penalty: 3339.223389
	Iteration 7F: 3 clusters Score -2899991 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2901281.250000 Penalty: 3339.223389
	Iteration 8F: 3 clusters Score -2901281 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2902001.750000 Penalty: 3339.223389
	Iteration 9Q: 3 clusters Score -2902002 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2902426.500000 Penalty: 3339.223389
	Iteration 10Q: 3 clusters Score -2902426 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2902768.250000 Penalty: 3339.223389
	Iteration 11Q: 3 clusters Score -2902768 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2903055.000000 Penalty: 3339.223389
	Iteration 12Q: 3 clusters Score -2903055 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2903369.250000 Penalty: 3339.223389
	Iteration 13Q: 3 clusters Score -2903369 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2903677.750000 Penalty: 3339.223389
	Iteration 14Q: 3 clusters Score -2903678 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2903922.750000 Penalty: 3339.223389
	Iteration 15Q: 3 clusters Score -2903923 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2904136.750000 Penalty: 3339.223389
	Iteration 16Q: 3 clusters Score -2904137 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2904300.500000 Penalty: 3339.223389
	Iteration 17Q: 3 clusters Score -2904300 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2904410.750000 Penalty: 3339.223389
	Iteration 18Q: 3 clusters Score -2904411 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2904525.250000 Penalty: 3339.223389
	Iteration 19Q: 3 clusters Score -2904525 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2904592.000000 Penalty: 3339.223389
	Iteration 20F: 3 clusters Score -2904592 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2904639.250000 Penalty: 3339.223389
	Iteration 21Q: 3 clusters Score -2904639 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2904655.000000 Penalty: 3339.223389
	Iteration 22Q: 3 clusters Score -2904655 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2904687.250000 Penalty: 3339.223389
	Iteration 23Q: 3 clusters Score -2904687 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2904724.000000 Penalty: 3339.223389
	Iteration 24Q: 3 clusters Score -2904724 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2904750.750000 Penalty: 3339.223389
	Iteration 25Q: 3 clusters Score -2904751 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2904769.500000 Penalty: 3339.223389
	Iteration 26Q: 3 clusters Score -2904770 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2904774.750000 Penalty: 3339.223389
	Iteration 27Q: 3 clusters Score -2904775 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2904788.750000 Penalty: 3339.223389
	Iteration 28Q: 3 clusters Score -2904789 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2904807.750000 Penalty: 3339.223389
	Iteration 29Q: 3 clusters Score -2904808 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2904822.250000 Penalty: 3339.223389
	Iteration 30Q: 3 clusters Score -2904822 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2904837.250000 Penalty: 3339.223389
	Iteration 31Q: 3 clusters Score -2904837 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2904853.000000 Penalty: 3339.223389
	Iteration 32Q: 3 clusters Score -2904853 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2904881.000000 Penalty: 3339.223389
	Iteration 33Q: 3 clusters Score -2904881 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2904874.500000 Penalty: 3339.223389
	Iteration 34Q: 3 clusters Score -2904874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2904876.500000 Penalty: 3339.223389
	Iteration 35Q: 3 clusters Score -2904876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2904882.500000 Penalty: 3339.223389
	Iteration 36Q: 3 clusters Score -2904882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2904881.750000 Penalty: 3339.223389
	Iteration 37Q: 3 clusters Score -2904882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2904887.500000 Penalty: 3339.223389
	Iteration 38Q: 3 clusters Score -2904888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2904887.250000 Penalty: 3339.223389
	Iteration 39Q: 3 clusters Score -2904887 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2904895.500000 Penalty: 3339.223389
	Iteration 40F: 3 clusters Score -2904896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2904894.750000 Penalty: 3339.223389
	Iteration 41Q: 3 clusters Score -2904895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2904895.500000 Penalty: 3339.223389
	Iteration 42Q: 3 clusters Score -2904896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2904907.750000 Penalty: 3339.223389
	Iteration 43Q: 3 clusters Score -2904908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2904912.000000 Penalty: 3339.223389
	Iteration 44Q: 3 clusters Score -2904912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2904924.500000 Penalty: 3339.223389
	Iteration 45Q: 3 clusters Score -2904924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2904924.250000 Penalty: 3339.223389
	Iteration 46Q: 3 clusters Score -2904924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2904925.750000 Penalty: 3339.223389
	Iteration 47Q: 3 clusters Score -2904926 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2904932.750000 Penalty: 3339.223389
	Iteration 48Q: 3 clusters Score -2904933 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2904948.250000 Penalty: 3339.223389
	Iteration 49Q: 3 clusters Score -2904948 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2904957.500000 Penalty: 3339.223389
	Iteration 50Q: 3 clusters Score -2904958 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2904964.500000 Penalty: 3339.223389
	Iteration 51Q: 3 clusters Score -2904964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2904965.500000 Penalty: 3339.223389
	Iteration 52Q: 3 clusters Score -2904966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2904974.250000 Penalty: 3339.223389
	Iteration 53Q: 3 clusters Score -2904974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2904977.500000 Penalty: 3339.223389
	Iteration 54Q: 3 clusters Score -2904978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2904979.250000 Penalty: 3339.223389
	Iteration 55Q: 3 clusters Score -2904979 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2904985.750000 Penalty: 3339.223389
	Iteration 56Q: 3 clusters Score -2904986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2904996.750000 Penalty: 3339.223389
	Iteration 57Q: 3 clusters Score -2904997 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2905008.250000 Penalty: 3339.223389
	Iteration 58Q: 3 clusters Score -2905008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2905006.000000 Penalty: 3339.223389
	Iteration 59Q: 3 clusters Score -2905006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2905002.750000 Penalty: 3339.223389
	Iteration 60F: 3 clusters Score -2905003 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2905013.250000 Penalty: 3339.223389
	Iteration 61Q: 3 clusters Score -2905013 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2905013.000000 Penalty: 3339.223389
	Iteration 62Q: 3 clusters Score -2905013 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2905022.250000 Penalty: 3339.223389
	Iteration 63Q: 3 clusters Score -2905022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2905026.750000 Penalty: 3339.223389
	Iteration 64Q: 3 clusters Score -2905027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2905035.000000 Penalty: 3339.223389
	Iteration 65Q: 3 clusters Score -2905035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2905040.000000 Penalty: 3339.223389
	Iteration 66Q: 3 clusters Score -2905040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2905045.250000 Penalty: 3339.223389
	Iteration 67Q: 3 clusters Score -2905045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2905040.250000 Penalty: 3339.223389
	Iteration 68Q: 3 clusters Score -2905040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2905040.500000 Penalty: 3339.223389
	Iteration 69Q: 3 clusters Score -2905040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2905040.500000 Penalty: 3339.223389
	Iteration 70Q: 3 clusters Score -2905040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2905048.250000 Penalty: 3339.223389
	Iteration 71Q: 3 clusters Score -2905048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2905042.500000 Penalty: 3339.223389
	Iteration 72Q: 3 clusters Score -2905042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2905043.250000 Penalty: 3339.223389
	Iteration 73Q: 3 clusters Score -2905043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2905045.250000 Penalty: 3339.223389
	Iteration 74Q: 3 clusters Score -2905045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2905044.250000 Penalty: 3339.223389
	Iteration 75Q: 3 clusters Score -2905044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2905044.250000 Penalty: 3339.223389
	Iteration 76Q: 3 clusters Score -2905044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2905049.500000 Penalty: 3339.223389
	Iteration 77Q: 3 clusters Score -2905050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2905050.500000 Penalty: 3339.223389
	Iteration 78Q: 3 clusters Score -2905050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2905049.250000 Penalty: 3339.223389
	Iteration 79Q: 3 clusters Score -2905049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2905047.500000 Penalty: 3339.223389
	Iteration 80F: 3 clusters Score -2905048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2905048.500000 Penalty: 3339.223389
	Iteration 81Q: 3 clusters Score -2905048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2905051.000000 Penalty: 3339.223389
	Iteration 82Q: 3 clusters Score -2905051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2905053.500000 Penalty: 3339.223389
	Iteration 83Q: 3 clusters Score -2905054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2905054.000000 Penalty: 3339.223389
	Iteration 84Q: 3 clusters Score -2905054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2905054.000000 Penalty: 3339.223389
	Iteration 85F: 3 clusters Score -2905054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Entering Unmasked Estep 
Score: -309772.531250 Penalty: 1296.864990
	Iteration 0F: 2 clusters Score -309772.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -307101.281250 Penalty: 2593.729980
	Iteration 0F: 3 clusters Score -307101.3 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -307752.593750 Penalty: 2593.729980
	Iteration 1F: 3 clusters Score -307752.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -307873.250000 Penalty: 2593.729980
	Iteration 2F: 3 clusters Score -307873.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -307946.781250 Penalty: 2593.729980
	Iteration 3Q: 3 clusters Score -307946.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -308001.375000 Penalty: 2593.729980
	Iteration 4Q: 3 clusters Score -308001.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -308050.000000 Penalty: 2593.729980
	Iteration 5Q: 3 clusters Score -308050 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -308101.187500 Penalty: 2593.729980
	Iteration 6Q: 3 clusters Score -308101.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -308147.937500 Penalty: 2593.729980
	Iteration 7Q: 3 clusters Score -308147.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -308188.656250 Penalty: 2593.729980
	Iteration 8Q: 3 clusters Score -308188.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -308223.875000 Penalty: 2593.729980
	Iteration 9Q: 3 clusters Score -308223.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -308257.875000 Penalty: 2593.729980
	Iteration 10Q: 3 clusters Score -308257.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -308288.343750 Penalty: 2593.729980
	Iteration 11Q: 3 clusters Score -308288.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -308319.812500 Penalty: 2593.729980
	Iteration 12Q: 3 clusters Score -308319.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -308352.343750 Penalty: 2593.729980
	Iteration 13Q: 3 clusters Score -308352.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -308380.656250 Penalty: 2593.729980
	Iteration 14Q: 3 clusters Score -308380.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -308402.812500 Penalty: 2593.729980
	Iteration 15Q: 3 clusters Score -308402.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -308420.750000 Penalty: 2593.729980
	Iteration 16Q: 3 clusters Score -308420.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -308437.687500 Penalty: 2593.729980
	Iteration 17Q: 3 clusters Score -308437.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -308455.531250 Penalty: 2593.729980
	Iteration 18Q: 3 clusters Score -308455.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -308471.531250 Penalty: 2593.729980
	Iteration 19Q: 3 clusters Score -308471.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -308494.843750 Penalty: 2593.729980
	Iteration 20F: 3 clusters Score -308494.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -308513.593750 Penalty: 2593.729980
	Iteration 21Q: 3 clusters Score -308513.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -308532.687500 Penalty: 2593.729980
	Iteration 22Q: 3 clusters Score -308532.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -308541.625000 Penalty: 2593.729980
	Iteration 23Q: 3 clusters Score -308541.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -308552.250000 Penalty: 2593.729980
	Iteration 24Q: 3 clusters Score -308552.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -308557.656250 Penalty: 2593.729980
	Iteration 25Q: 3 clusters Score -308557.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -308564.031250 Penalty: 2593.729980
	Iteration 26Q: 3 clusters Score -308564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -308569.562500 Penalty: 2593.729980
	Iteration 27Q: 3 clusters Score -308569.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -308576.531250 Penalty: 2593.729980
	Iteration 28Q: 3 clusters Score -308576.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -308584.531250 Penalty: 2593.729980
	Iteration 29Q: 3 clusters Score -308584.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -308590.562500 Penalty: 2593.729980
	Iteration 30Q: 3 clusters Score -308590.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -308594.656250 Penalty: 2593.729980
	Iteration 31Q: 3 clusters Score -308594.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -308595.406250 Penalty: 2593.729980
	Iteration 32Q: 3 clusters Score -308595.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -308597.687500 Penalty: 2593.729980
	Iteration 33Q: 3 clusters Score -308597.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -308598.843750 Penalty: 2593.729980
	Iteration 34Q: 3 clusters Score -308598.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -308598.843750 Penalty: 2593.729980
	Iteration 35F: 3 clusters Score -308598.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (77965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77965 members 
Entering Unmasked Estep 
Score: -8113701.500000 Penalty: 1830.402466
	Iteration 0F: 2 clusters Score -8113702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -8061626.000000 Penalty: 3660.804932
	Iteration 0F: 3 clusters Score -8061626 nChanged 37006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -8082982.500000 Penalty: 3660.804932
	Iteration 1F: 3 clusters Score -8082982 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -8083622.000000 Penalty: 3660.804932
	Iteration 2Q: 3 clusters Score -8083622 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -8084338.000000 Penalty: 3660.804932
	Iteration 3Q: 3 clusters Score -8084338 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -8085438.500000 Penalty: 3660.804932
	Iteration 4Q: 3 clusters Score -8085438 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -8087132.500000 Penalty: 3660.804932
	Iteration 5Q: 3 clusters Score -8087132 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52696 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -8089835.000000 Penalty: 3660.804932
	Iteration 6F: 3 clusters Score -8089835 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58074 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -8094038.500000 Penalty: 3660.804932
	Iteration 7F: 3 clusters Score -8094038 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63950 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -8099375.500000 Penalty: 3660.804932
	Iteration 8F: 3 clusters Score -8099376 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69043 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -8104306.500000 Penalty: 3660.804932
	Iteration 9F: 3 clusters Score -8104306 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72619 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -8107766.500000 Penalty: 3660.804932
	Iteration 10Q: 3 clusters Score -8107766 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74738 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -8109687.500000 Penalty: 3660.804932
	Iteration 11Q: 3 clusters Score -8109688 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75968 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -8110805.000000 Penalty: 3660.804932
	Iteration 12Q: 3 clusters Score -8110805 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76632 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8111354.000000 Penalty: 3660.804932
	Iteration 13Q: 3 clusters Score -8111354 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76992 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8111606.000000 Penalty: 3660.804932
	Iteration 14Q: 3 clusters Score -8111606 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8111725.000000 Penalty: 3660.804932
	Iteration 15Q: 3 clusters Score -8111725 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77332 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8111813.500000 Penalty: 3660.804932
	Iteration 16Q: 3 clusters Score -8111814 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77428 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8111860.500000 Penalty: 3660.804932
	Iteration 17Q: 3 clusters Score -8111860 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77493 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8111897.000000 Penalty: 3660.804932
	Iteration 18Q: 3 clusters Score -8111897 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77533 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8111935.500000 Penalty: 3660.804932
	Iteration 19Q: 3 clusters Score -8111936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77563 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8111948.000000 Penalty: 3660.804932
	Iteration 20F: 3 clusters Score -8111948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8111972.000000 Penalty: 3660.804932
	Iteration 21Q: 3 clusters Score -8111972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77595 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8111986.000000 Penalty: 3660.804932
	Iteration 22Q: 3 clusters Score -8111986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77610 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8112009.500000 Penalty: 3660.804932
	Iteration 23Q: 3 clusters Score -8112010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77620 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8112032.500000 Penalty: 3660.804932
	Iteration 24Q: 3 clusters Score -8112032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77635 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8112046.500000 Penalty: 3660.804932
	Iteration 25Q: 3 clusters Score -8112046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77643 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8112061.000000 Penalty: 3660.804932
	Iteration 26Q: 3 clusters Score -8112061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77647 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8112067.000000 Penalty: 3660.804932
	Iteration 27Q: 3 clusters Score -8112067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77652 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8112071.500000 Penalty: 3660.804932
	Iteration 28Q: 3 clusters Score -8112072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77653 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8112070.000000 Penalty: 3660.804932
	Iteration 29Q: 3 clusters Score -8112070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77655 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8112072.500000 Penalty: 3660.804932
	Iteration 30Q: 3 clusters Score -8112072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77657 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8112074.500000 Penalty: 3660.804932
	Iteration 31Q: 3 clusters Score -8112074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77657 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8112068.500000 Penalty: 3660.804932
	Iteration 32Q: 3 clusters Score -8112068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77658 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8112078.500000 Penalty: 3660.804932
	Iteration 33Q: 3 clusters Score -8112078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77661 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8112080.500000 Penalty: 3660.804932
	Iteration 34Q: 3 clusters Score -8112080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77662 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8112083.000000 Penalty: 3660.804932
	Iteration 35Q: 3 clusters Score -8112083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77664 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8112084.500000 Penalty: 3660.804932
	Iteration 36Q: 3 clusters Score -8112084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77664 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8112084.500000 Penalty: 3660.804932
	Iteration 37F: 3 clusters Score -8112084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Entering Unmasked Estep 
Score: -217784.390625 Penalty: 1235.876221
	Iteration 0F: 2 clusters Score -217784.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -215699.828125 Penalty: 2471.752441
	Iteration 0F: 3 clusters Score -215699.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -216150.468750 Penalty: 2471.752441
	Iteration 1F: 3 clusters Score -216150.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -216231.640625 Penalty: 2471.752441
	Iteration 2F: 3 clusters Score -216231.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -216276.187500 Penalty: 2471.752441
	Iteration 3Q: 3 clusters Score -216276.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -216309.906250 Penalty: 2471.752441
	Iteration 4Q: 3 clusters Score -216309.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -216332.265625 Penalty: 2471.752441
	Iteration 5Q: 3 clusters Score -216332.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -216346.109375 Penalty: 2471.752441
	Iteration 6Q: 3 clusters Score -216346.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -216354.875000 Penalty: 2471.752441
	Iteration 7Q: 3 clusters Score -216354.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -216358.921875 Penalty: 2471.752441
	Iteration 8Q: 3 clusters Score -216358.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -216362.468750 Penalty: 2471.752441
	Iteration 9Q: 3 clusters Score -216362.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -216366.203125 Penalty: 2471.752441
	Iteration 10Q: 3 clusters Score -216366.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -216368.406250 Penalty: 2471.752441
	Iteration 11Q: 3 clusters Score -216368.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -216369.140625 Penalty: 2471.752441
	Iteration 12Q: 3 clusters Score -216369.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -216370.984375 Penalty: 2471.752441
	Iteration 13Q: 3 clusters Score -216371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -216372.671875 Penalty: 2471.752441
	Iteration 14Q: 3 clusters Score -216372.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -216375.062500 Penalty: 2471.752441
	Iteration 15Q: 3 clusters Score -216375.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -216378.421875 Penalty: 2471.752441
	Iteration 16Q: 3 clusters Score -216378.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -216383.171875 Penalty: 2471.752441
	Iteration 17Q: 3 clusters Score -216383.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -216387.421875 Penalty: 2471.752441
	Iteration 18Q: 3 clusters Score -216387.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -216392.421875 Penalty: 2471.752441
	Iteration 19Q: 3 clusters Score -216392.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -216395.859375 Penalty: 2471.752441
	Iteration 20F: 3 clusters Score -216395.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -216399.765625 Penalty: 2471.752441
	Iteration 21Q: 3 clusters Score -216399.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -216404.968750 Penalty: 2471.752441
	Iteration 22Q: 3 clusters Score -216405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -216408.875000 Penalty: 2471.752441
	Iteration 23Q: 3 clusters Score -216408.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -216412.015625 Penalty: 2471.752441
	Iteration 24Q: 3 clusters Score -216412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -216414.578125 Penalty: 2471.752441
	Iteration 25Q: 3 clusters Score -216414.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -216417.093750 Penalty: 2471.752441
	Iteration 26Q: 3 clusters Score -216417.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -216420.500000 Penalty: 2471.752441
	Iteration 27Q: 3 clusters Score -216420.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -216424.812500 Penalty: 2471.752441
	Iteration 28Q: 3 clusters Score -216424.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -216428.875000 Penalty: 2471.752441
	Iteration 29Q: 3 clusters Score -216428.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -216433.421875 Penalty: 2471.752441
	Iteration 30Q: 3 clusters Score -216433.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -216436.515625 Penalty: 2471.752441
	Iteration 31Q: 3 clusters Score -216436.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -216441.796875 Penalty: 2471.752441
	Iteration 32Q: 3 clusters Score -216441.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -216445.234375 Penalty: 2471.752441
	Iteration 33Q: 3 clusters Score -216445.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -216447.890625 Penalty: 2471.752441
	Iteration 34Q: 3 clusters Score -216447.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -216449.671875 Penalty: 2471.752441
	Iteration 35Q: 3 clusters Score -216449.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -216451.828125 Penalty: 2471.752441
	Iteration 36Q: 3 clusters Score -216451.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -216452.921875 Penalty: 2471.752441
	Iteration 37Q: 3 clusters Score -216452.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -216453.281250 Penalty: 2471.752441
	Iteration 38Q: 3 clusters Score -216453.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -216453.546875 Penalty: 2471.752441
	Iteration 39Q: 3 clusters Score -216453.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -216453.843750 Penalty: 2471.752441
	Iteration 40F: 3 clusters Score -216453.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (129865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129865 members 
Entering Unmasked Estep 
Score: -13206194.000000 Penalty: 1913.315796
	Iteration 0F: 2 clusters Score -1.320619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -13119300.000000 Penalty: 3826.631592
	Iteration 0F: 3 clusters Score -1.31193e+07 nChanged 62253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 58071 members 
Entering Unmasked Estep 
Score: -13156223.000000 Penalty: 3826.631592
	Iteration 1F: 3 clusters Score -1.315622e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75876 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -13157716.000000 Penalty: 3826.631592
	Iteration 2Q: 3 clusters Score -1.315772e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82219 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -13161214.000000 Penalty: 3826.631592
	Iteration 3F: 3 clusters Score -1.316121e+07 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91530 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -13167655.000000 Penalty: 3826.631592
	Iteration 4F: 3 clusters Score -1.316766e+07 nChanged 11890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103342 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -13178069.000000 Penalty: 3826.631592
	Iteration 5F: 3 clusters Score -1.317807e+07 nChanged 12033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115333 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -13190397.000000 Penalty: 3826.631592
	Iteration 6F: 3 clusters Score -1.31904e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123937 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -13199339.000000 Penalty: 3826.631592
	Iteration 7F: 3 clusters Score -1.319934e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127807 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -13203167.000000 Penalty: 3826.631592
	Iteration 8Q: 3 clusters Score -1.320317e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129013 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -13204260.000000 Penalty: 3826.631592
	Iteration 9Q: 3 clusters Score -1.320426e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129354 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -13204583.000000 Penalty: 3826.631592
	Iteration 10Q: 3 clusters Score -1.320458e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129487 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -13204720.000000 Penalty: 3826.631592
	Iteration 11Q: 3 clusters Score -1.320472e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129542 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -13204779.000000 Penalty: 3826.631592
	Iteration 12Q: 3 clusters Score -1.320478e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129564 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -13204818.000000 Penalty: 3826.631592
	Iteration 13Q: 3 clusters Score -1.320482e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129578 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -13204840.000000 Penalty: 3826.631592
	Iteration 14Q: 3 clusters Score -1.320484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129585 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -13204838.000000 Penalty: 3826.631592
	Iteration 15Q: 3 clusters Score -1.320484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129590 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -13204841.000000 Penalty: 3826.631592
	Iteration 16Q: 3 clusters Score -1.320484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129596 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -13204855.000000 Penalty: 3826.631592
	Iteration 17Q: 3 clusters Score -1.320486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129599 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -13204849.000000 Penalty: 3826.631592
	Iteration 18Q: 3 clusters Score -1.320485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129602 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -13204854.000000 Penalty: 3826.631592
	Iteration 19Q: 3 clusters Score -1.320485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129604 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -13204854.000000 Penalty: 3826.631592
	Iteration 20F: 3 clusters Score -1.320485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129604 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -13204861.000000 Penalty: 3826.631592
	Iteration 21Q: 3 clusters Score -1.320486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129606 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -13204857.000000 Penalty: 3826.631592
	Iteration 22Q: 3 clusters Score -1.320486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129604 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -13204864.000000 Penalty: 3826.631592
	Iteration 23Q: 3 clusters Score -1.320486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129603 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -13204868.000000 Penalty: 3826.631592
	Iteration 24Q: 3 clusters Score -1.320487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129603 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -13204868.000000 Penalty: 3826.631592
	Iteration 25F: 3 clusters Score -1.320487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 154969 members 
Mstep: Class 7 contains 2760 members 
Mstep: Class 8 contains 3959 members 
Mstep: Class 9 contains 162835 members 
Mstep: Class 11 contains 207165 members 
Mstep: Class 12 contains 172169 members 
Mstep: Class 14 contains 72677 members 
Mstep: Class 15 contains 234164 members 
Mstep: Class 16 contains 7388 members 
Mstep: Class 17 contains 28985 members 
Mstep: Class 19 contains 2924 members 
Mstep: Class 20 contains 77965 members 
Mstep: Class 21 contains 2009 members 
Mstep: Class 22 contains 129865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127869192.000000 Penalty: 38861.996094
Iteration 39Q: 18 clusters Score -1.278692e+08 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 4864 members 
Mstep: Class 3 contains 1736 members 
Mstep: Class 4 contains 155027 members 
Mstep: Class 7 contains 2728 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 162476 members 
Mstep: Class 11 contains 204741 members 
Mstep: Class 12 contains 171604 members 
Mstep: Class 14 contains 72694 members 
Mstep: Class 15 contains 233891 members 
Mstep: Class 16 contains 7543 members 
Mstep: Class 17 contains 28990 members 
Mstep: Class 19 contains 2843 members 
Mstep: Class 20 contains 81176 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 130296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127872856.000000 Penalty: 38861.996094
Iteration 40F: 18 clusters Score -1.278729e+08 nChanged 10950
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 4936 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 154564 members 
Mstep: Class 7 contains 2716 members 
Mstep: Class 8 contains 3963 members 
Mstep: Class 9 contains 162008 members 
Mstep: Class 11 contains 200753 members 
Mstep: Class 12 contains 171034 members 
Mstep: Class 14 contains 72131 members 
Mstep: Class 15 contains 233533 members 
Mstep: Class 16 contains 7703 members 
Mstep: Class 17 contains 28585 members 
Mstep: Class 19 contains 2790 members 
Mstep: Class 20 contains 86627 members 
Mstep: Class 21 contains 1952 members 
Mstep: Class 22 contains 130678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127876288.000000 Penalty: 38861.996094
Iteration 41Q: 18 clusters Score -1.278763e+08 nChanged 11076
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 5010 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 154126 members 
Mstep: Class 7 contains 2680 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 161438 members 
Mstep: Class 11 contains 196579 members 
Mstep: Class 12 contains 170662 members 
Mstep: Class 14 contains 71743 members 
Mstep: Class 15 contains 233240 members 
Mstep: Class 16 contains 7847 members 
Mstep: Class 17 contains 28340 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 91982 members 
Mstep: Class 21 contains 1943 members 
Mstep: Class 22 contains 131030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127879224.000000 Penalty: 38861.996094
Iteration 42Q: 18 clusters Score -1.278792e+08 nChanged 11451
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 5078 members 
Mstep: Class 3 contains 1917 members 
Mstep: Class 4 contains 153776 members 
Mstep: Class 7 contains 2655 members 
Mstep: Class 8 contains 3972 members 
Mstep: Class 9 contains 160939 members 
Mstep: Class 11 contains 191889 members 
Mstep: Class 12 contains 170433 members 
Mstep: Class 14 contains 71473 members 
Mstep: Class 15 contains 233022 members 
Mstep: Class 16 contains 8021 members 
Mstep: Class 17 contains 28159 members 
Mstep: Class 19 contains 2704 members 
Mstep: Class 20 contains 97446 members 
Mstep: Class 21 contains 1922 members 
Mstep: Class 22 contains 131353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127882032.000000 Penalty: 38861.996094
Iteration 43Q: 18 clusters Score -1.27882e+08 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 5150 members 
Mstep: Class 3 contains 1933 members 
Mstep: Class 4 contains 153525 members 
Mstep: Class 7 contains 2617 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 160563 members 
Mstep: Class 11 contains 186748 members 
Mstep: Class 12 contains 170346 members 
Mstep: Class 14 contains 71323 members 
Mstep: Class 15 contains 232899 members 
Mstep: Class 16 contains 8173 members 
Mstep: Class 17 contains 27976 members 
Mstep: Class 19 contains 2685 members 
Mstep: Class 20 contains 102932 members 
Mstep: Class 21 contains 1916 members 
Mstep: Class 22 contains 131611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127884880.000000 Penalty: 38861.996094
Iteration 44Q: 18 clusters Score -1.278849e+08 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 5228 members 
Mstep: Class 3 contains 1938 members 
Mstep: Class 4 contains 153334 members 
Mstep: Class 7 contains 2565 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 160280 members 
Mstep: Class 11 contains 181284 members 
Mstep: Class 12 contains 170336 members 
Mstep: Class 14 contains 71227 members 
Mstep: Class 15 contains 232859 members 
Mstep: Class 16 contains 8321 members 
Mstep: Class 17 contains 27875 members 
Mstep: Class 19 contains 2673 members 
Mstep: Class 20 contains 108371 members 
Mstep: Class 21 contains 1901 members 
Mstep: Class 22 contains 131891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127886872.000000 Penalty: 38861.996094
Iteration 45Q: 18 clusters Score -1.278869e+08 nChanged 11492
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 5270 members 
Mstep: Class 3 contains 1945 members 
Mstep: Class 4 contains 153182 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 3968 members 
Mstep: Class 9 contains 160117 members 
Mstep: Class 11 contains 175711 members 
Mstep: Class 12 contains 170451 members 
Mstep: Class 14 contains 71103 members 
Mstep: Class 15 contains 232809 members 
Mstep: Class 16 contains 8448 members 
Mstep: Class 17 contains 27821 members 
Mstep: Class 19 contains 2662 members 
Mstep: Class 20 contains 113747 members 
Mstep: Class 21 contains 1890 members 
Mstep: Class 22 contains 132127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127888744.000000 Penalty: 38861.996094
Iteration 46Q: 18 clusters Score -1.278887e+08 nChanged 11435
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 1950 members 
Mstep: Class 4 contains 153078 members 
Mstep: Class 7 contains 2477 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 159909 members 
Mstep: Class 11 contains 170163 members 
Mstep: Class 12 contains 170663 members 
Mstep: Class 14 contains 71035 members 
Mstep: Class 15 contains 232681 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 27744 members 
Mstep: Class 19 contains 2652 members 
Mstep: Class 20 contains 119061 members 
Mstep: Class 21 contains 1885 members 
Mstep: Class 22 contains 132346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127890176.000000 Penalty: 38861.996094
Iteration 47Q: 18 clusters Score -1.278902e+08 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 5377 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 152994 members 
Mstep: Class 7 contains 2446 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 159648 members 
Mstep: Class 11 contains 164851 members 
Mstep: Class 12 contains 171068 members 
Mstep: Class 14 contains 70991 members 
Mstep: Class 15 contains 232604 members 
Mstep: Class 16 contains 8660 members 
Mstep: Class 17 contains 27726 members 
Mstep: Class 19 contains 2669 members 
Mstep: Class 20 contains 123918 members 
Mstep: Class 21 contains 1872 members 
Mstep: Class 22 contains 132511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127892032.000000 Penalty: 38861.996094
Iteration 48Q: 18 clusters Score -1.27892e+08 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 5415 members 
Mstep: Class 3 contains 1965 members 
Mstep: Class 4 contains 152983 members 
Mstep: Class 7 contains 2414 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 159454 members 
Mstep: Class 11 contains 159600 members 
Mstep: Class 12 contains 171345 members 
Mstep: Class 14 contains 71023 members 
Mstep: Class 15 contains 232624 members 
Mstep: Class 16 contains 8744 members 
Mstep: Class 17 contains 27704 members 
Mstep: Class 19 contains 2678 members 
Mstep: Class 20 contains 128551 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 132693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127893088.000000 Penalty: 38861.996094
Iteration 49Q: 18 clusters Score -1.278931e+08 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 5446 members 
Mstep: Class 3 contains 1973 members 
Mstep: Class 4 contains 152978 members 
Mstep: Class 7 contains 2380 members 
Mstep: Class 8 contains 3968 members 
Mstep: Class 9 contains 159240 members 
Mstep: Class 11 contains 154829 members 
Mstep: Class 12 contains 171634 members 
Mstep: Class 14 contains 71052 members 
Mstep: Class 15 contains 232732 members 
Mstep: Class 16 contains 8822 members 
Mstep: Class 17 contains 27678 members 
Mstep: Class 19 contains 2674 members 
Mstep: Class 20 contains 132732 members 
Mstep: Class 21 contains 1855 members 
Mstep: Class 22 contains 132823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127893720.000000 Penalty: 38861.996094
Iteration 50Q: 18 clusters Score -1.278937e+08 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 153002 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 159035 members 
Mstep: Class 11 contains 150687 members 
Mstep: Class 12 contains 171823 members 
Mstep: Class 14 contains 71143 members 
Mstep: Class 15 contains 232850 members 
Mstep: Class 16 contains 8893 members 
Mstep: Class 17 contains 27636 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 136307 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 132958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127894504.000000 Penalty: 38861.996094
Iteration 51Q: 18 clusters Score -1.278945e+08 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 5511 members 
Mstep: Class 3 contains 1992 members 
Mstep: Class 4 contains 152977 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 158790 members 
Mstep: Class 11 contains 147284 members 
Mstep: Class 12 contains 172031 members 
Mstep: Class 14 contains 71300 members 
Mstep: Class 15 contains 232921 members 
Mstep: Class 16 contains 8972 members 
Mstep: Class 17 contains 27585 members 
Mstep: Class 19 contains 2651 members 
Mstep: Class 20 contains 139248 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 133040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895216.000000 Penalty: 38861.996094
Iteration 52Q: 18 clusters Score -1.278952e+08 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 5539 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 152946 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 158593 members 
Mstep: Class 11 contains 144512 members 
Mstep: Class 12 contains 172235 members 
Mstep: Class 14 contains 71515 members 
Mstep: Class 15 contains 232939 members 
Mstep: Class 16 contains 9032 members 
Mstep: Class 17 contains 27579 members 
Mstep: Class 19 contains 2621 members 
Mstep: Class 20 contains 141575 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 133097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895320.000000 Penalty: 38861.996094
Iteration 53Q: 18 clusters Score -1.278953e+08 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 152950 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 158436 members 
Mstep: Class 11 contains 142325 members 
Mstep: Class 12 contains 172426 members 
Mstep: Class 14 contains 71727 members 
Mstep: Class 15 contains 232905 members 
Mstep: Class 16 contains 9097 members 
Mstep: Class 17 contains 27557 members 
Mstep: Class 19 contains 2606 members 
Mstep: Class 20 contains 143373 members 
Mstep: Class 21 contains 1839 members 
Mstep: Class 22 contains 133115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895624.000000 Penalty: 38861.996094
Iteration 54Q: 18 clusters Score -1.278956e+08 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 5589 members 
Mstep: Class 3 contains 2012 members 
Mstep: Class 4 contains 152987 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 158306 members 
Mstep: Class 11 contains 140638 members 
Mstep: Class 12 contains 172646 members 
Mstep: Class 14 contains 71957 members 
Mstep: Class 15 contains 232832 members 
Mstep: Class 16 contains 9165 members 
Mstep: Class 17 contains 27571 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 20 contains 144610 members 
Mstep: Class 21 contains 1829 members 
Mstep: Class 22 contains 133125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895944.000000 Penalty: 38861.996094
Iteration 55Q: 18 clusters Score -1.278959e+08 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 5598 members 
Mstep: Class 3 contains 2014 members 
Mstep: Class 4 contains 153010 members 
Mstep: Class 7 contains 2132 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 158211 members 
Mstep: Class 11 contains 138906 members 
Mstep: Class 12 contains 172961 members 
Mstep: Class 14 contains 72223 members 
Mstep: Class 15 contains 232675 members 
Mstep: Class 16 contains 9218 members 
Mstep: Class 17 contains 27570 members 
Mstep: Class 19 contains 2560 members 
Mstep: Class 20 contains 145812 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 133136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127896096.000000 Penalty: 38861.996094
Iteration 56Q: 18 clusters Score -1.278961e+08 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 5608 members 
Mstep: Class 3 contains 2027 members 
Mstep: Class 4 contains 153046 members 
Mstep: Class 7 contains 2096 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 158152 members 
Mstep: Class 11 contains 137207 members 
Mstep: Class 12 contains 173283 members 
Mstep: Class 14 contains 72530 members 
Mstep: Class 15 contains 232522 members 
Mstep: Class 16 contains 9260 members 
Mstep: Class 17 contains 27588 members 
Mstep: Class 19 contains 2554 members 
Mstep: Class 20 contains 146898 members 
Mstep: Class 21 contains 1826 members 
Mstep: Class 22 contains 133122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127896016.000000 Penalty: 38861.996094
Iteration 57Q: 18 clusters Score -1.27896e+08 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 5635 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 153065 members 
Mstep: Class 7 contains 2056 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 158097 members 
Mstep: Class 11 contains 135588 members 
Mstep: Class 12 contains 173594 members 
Mstep: Class 14 contains 72848 members 
Mstep: Class 15 contains 232349 members 
Mstep: Class 16 contains 9300 members 
Mstep: Class 17 contains 27618 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 147868 members 
Mstep: Class 21 contains 1820 members 
Mstep: Class 22 contains 133106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895824.000000 Penalty: 38861.996094
Iteration 58Q: 18 clusters Score -1.278958e+08 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 5664 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 153082 members 
Mstep: Class 7 contains 2023 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 158035 members 
Mstep: Class 11 contains 134078 members 
Mstep: Class 12 contains 174037 members 
Mstep: Class 14 contains 73147 members 
Mstep: Class 15 contains 232195 members 
Mstep: Class 16 contains 9345 members 
Mstep: Class 17 contains 27632 members 
Mstep: Class 19 contains 2612 members 
Mstep: Class 20 contains 148625 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 133070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895624.000000 Penalty: 38861.996094
Iteration 59Q: 18 clusters Score -1.278956e+08 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 5686 members 
Mstep: Class 3 contains 2086 members 
Mstep: Class 4 contains 153098 members 
Mstep: Class 7 contains 1987 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 158031 members 
Mstep: Class 11 contains 132743 members 
Mstep: Class 12 contains 174440 members 
Mstep: Class 14 contains 73437 members 
Mstep: Class 15 contains 232095 members 
Mstep: Class 16 contains 9360 members 
Mstep: Class 17 contains 27650 members 
Mstep: Class 19 contains 2631 members 
Mstep: Class 20 contains 149168 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 133060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127897144.000000 Penalty: 38861.996094
Iteration 60F: 18 clusters Score -1.278971e+08 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 5704 members 
Mstep: Class 3 contains 2112 members 
Mstep: Class 4 contains 153153 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 158043 members 
Mstep: Class 11 contains 129353 members 
Mstep: Class 12 contains 174791 members 
Mstep: Class 14 contains 73745 members 
Mstep: Class 15 contains 231951 members 
Mstep: Class 16 contains 9372 members 
Mstep: Class 17 contains 27676 members 
Mstep: Class 19 contains 2665 members 
Mstep: Class 20 contains 151770 members 
Mstep: Class 21 contains 1827 members 
Mstep: Class 22 contains 133058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127897104.000000 Penalty: 38861.996094
Iteration 61Q: 18 clusters Score -1.278971e+08 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 5725 members 
Mstep: Class 3 contains 2129 members 
Mstep: Class 4 contains 153215 members 
Mstep: Class 7 contains 1939 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 158098 members 
Mstep: Class 11 contains 125942 members 
Mstep: Class 12 contains 174984 members 
Mstep: Class 14 contains 74065 members 
Mstep: Class 15 contains 231830 members 
Mstep: Class 16 contains 9381 members 
Mstep: Class 17 contains 27699 members 
Mstep: Class 19 contains 2696 members 
Mstep: Class 20 contains 154477 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 133049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127896968.000000 Penalty: 38861.996094
Iteration 62Q: 18 clusters Score -1.27897e+08 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 5745 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 153278 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 158129 members 
Mstep: Class 11 contains 122706 members 
Mstep: Class 12 contains 175005 members 
Mstep: Class 14 contains 74384 members 
Mstep: Class 15 contains 231703 members 
Mstep: Class 16 contains 9399 members 
Mstep: Class 17 contains 27759 members 
Mstep: Class 19 contains 2716 members 
Mstep: Class 20 contains 157172 members 
Mstep: Class 21 contains 1829 members 
Mstep: Class 22 contains 133069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127896384.000000 Penalty: 38861.996094
Iteration 63Q: 18 clusters Score -1.278964e+08 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 5767 members 
Mstep: Class 3 contains 2141 members 
Mstep: Class 4 contains 153360 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 158168 members 
Mstep: Class 11 contains 119668 members 
Mstep: Class 12 contains 174951 members 
Mstep: Class 14 contains 74726 members 
Mstep: Class 15 contains 231541 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 27831 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 159738 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 133051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895984.000000 Penalty: 38861.996094
Iteration 64Q: 18 clusters Score -1.27896e+08 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 5811 members 
Mstep: Class 3 contains 2151 members 
Mstep: Class 4 contains 153377 members 
Mstep: Class 7 contains 1826 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 158191 members 
Mstep: Class 11 contains 117038 members 
Mstep: Class 12 contains 174845 members 
Mstep: Class 14 contains 75088 members 
Mstep: Class 15 contains 231391 members 
Mstep: Class 16 contains 9445 members 
Mstep: Class 17 contains 27880 members 
Mstep: Class 19 contains 2772 members 
Mstep: Class 20 contains 162058 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 133034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895672.000000 Penalty: 38861.996094
Iteration 65Q: 18 clusters Score -1.278957e+08 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 5842 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 153368 members 
Mstep: Class 7 contains 1789 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 158200 members 
Mstep: Class 11 contains 114664 members 
Mstep: Class 12 contains 174648 members 
Mstep: Class 14 contains 75393 members 
Mstep: Class 15 contains 231288 members 
Mstep: Class 16 contains 9470 members 
Mstep: Class 17 contains 27923 members 
Mstep: Class 19 contains 2800 members 
Mstep: Class 20 contains 164244 members 
Mstep: Class 21 contains 1850 members 
Mstep: Class 22 contains 133006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895048.000000 Penalty: 38861.996094
Iteration 66Q: 18 clusters Score -1.27895e+08 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 5896 members 
Mstep: Class 3 contains 2165 members 
Mstep: Class 4 contains 153365 members 
Mstep: Class 7 contains 1757 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 158176 members 
Mstep: Class 11 contains 112736 members 
Mstep: Class 12 contains 174360 members 
Mstep: Class 14 contains 75678 members 
Mstep: Class 15 contains 231209 members 
Mstep: Class 16 contains 9492 members 
Mstep: Class 17 contains 27980 members 
Mstep: Class 19 contains 2834 members 
Mstep: Class 20 contains 166069 members 
Mstep: Class 21 contains 1848 members 
Mstep: Class 22 contains 132974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127894944.000000 Penalty: 38861.996094
Iteration 67Q: 18 clusters Score -1.278949e+08 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 5941 members 
Mstep: Class 3 contains 2173 members 
Mstep: Class 4 contains 153382 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 158146 members 
Mstep: Class 11 contains 111197 members 
Mstep: Class 12 contains 174033 members 
Mstep: Class 14 contains 76038 members 
Mstep: Class 15 contains 231123 members 
Mstep: Class 16 contains 9510 members 
Mstep: Class 17 contains 28014 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 167527 members 
Mstep: Class 21 contains 1846 members 
Mstep: Class 22 contains 132934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127894496.000000 Penalty: 38861.996094
Iteration 68Q: 18 clusters Score -1.278945e+08 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 3 contains 2180 members 
Mstep: Class 4 contains 153390 members 
Mstep: Class 7 contains 1681 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 158061 members 
Mstep: Class 11 contains 110149 members 
Mstep: Class 12 contains 173662 members 
Mstep: Class 14 contains 76397 members 
Mstep: Class 15 contains 231060 members 
Mstep: Class 16 contains 9519 members 
Mstep: Class 17 contains 28046 members 
Mstep: Class 19 contains 2905 members 
Mstep: Class 20 contains 168609 members 
Mstep: Class 21 contains 1840 members 
Mstep: Class 22 contains 132876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127894752.000000 Penalty: 38861.996094
Iteration 69Q: 18 clusters Score -1.278948e+08 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 6028 members 
Mstep: Class 3 contains 2186 members 
Mstep: Class 4 contains 153399 members 
Mstep: Class 7 contains 1641 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 157970 members 
Mstep: Class 11 contains 109592 members 
Mstep: Class 12 contains 173203 members 
Mstep: Class 14 contains 76729 members 
Mstep: Class 15 contains 230940 members 
Mstep: Class 16 contains 9530 members 
Mstep: Class 17 contains 28075 members 
Mstep: Class 19 contains 2945 members 
Mstep: Class 20 contains 169362 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 132833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895024.000000 Penalty: 38861.996094
Iteration 70Q: 18 clusters Score -1.27895e+08 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 6062 members 
Mstep: Class 3 contains 2194 members 
Mstep: Class 4 contains 153373 members 
Mstep: Class 7 contains 1615 members 
Mstep: Class 8 contains 3968 members 
Mstep: Class 9 contains 157841 members 
Mstep: Class 11 contains 109408 members 
Mstep: Class 12 contains 172668 members 
Mstep: Class 14 contains 77033 members 
Mstep: Class 15 contains 230859 members 
Mstep: Class 16 contains 9536 members 
Mstep: Class 17 contains 28109 members 
Mstep: Class 19 contains 2995 members 
Mstep: Class 20 contains 169850 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 132795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895248.000000 Penalty: 38861.996094
Iteration 71Q: 18 clusters Score -1.278952e+08 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 2207 members 
Mstep: Class 4 contains 153362 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 157683 members 
Mstep: Class 11 contains 109618 members 
Mstep: Class 12 contains 171986 members 
Mstep: Class 14 contains 77409 members 
Mstep: Class 15 contains 230741 members 
Mstep: Class 16 contains 9535 members 
Mstep: Class 17 contains 28140 members 
Mstep: Class 19 contains 3049 members 
Mstep: Class 20 contains 170073 members 
Mstep: Class 21 contains 1824 members 
Mstep: Class 22 contains 132750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895392.000000 Penalty: 38861.996094
Iteration 72Q: 18 clusters Score -1.278954e+08 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 2220 members 
Mstep: Class 4 contains 153316 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 157496 members 
Mstep: Class 11 contains 110128 members 
Mstep: Class 12 contains 171229 members 
Mstep: Class 14 contains 77761 members 
Mstep: Class 15 contains 230673 members 
Mstep: Class 16 contains 9551 members 
Mstep: Class 17 contains 28169 members 
Mstep: Class 19 contains 3112 members 
Mstep: Class 20 contains 170114 members 
Mstep: Class 21 contains 1816 members 
Mstep: Class 22 contains 132710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895328.000000 Penalty: 38861.996094
Iteration 73Q: 18 clusters Score -1.278953e+08 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 6144 members 
Mstep: Class 3 contains 2236 members 
Mstep: Class 4 contains 153270 members 
Mstep: Class 7 contains 1583 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 157259 members 
Mstep: Class 11 contains 110802 members 
Mstep: Class 12 contains 170502 members 
Mstep: Class 14 contains 78121 members 
Mstep: Class 15 contains 230629 members 
Mstep: Class 16 contains 9555 members 
Mstep: Class 17 contains 28195 members 
Mstep: Class 19 contains 3159 members 
Mstep: Class 20 contains 170037 members 
Mstep: Class 21 contains 1817 members 
Mstep: Class 22 contains 132649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895816.000000 Penalty: 38861.996094
Iteration 74Q: 18 clusters Score -1.278958e+08 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 3 contains 2249 members 
Mstep: Class 4 contains 153221 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 3963 members 
Mstep: Class 9 contains 157015 members 
Mstep: Class 11 contains 111689 members 
Mstep: Class 12 contains 169771 members 
Mstep: Class 14 contains 78514 members 
Mstep: Class 15 contains 230532 members 
Mstep: Class 16 contains 9548 members 
Mstep: Class 17 contains 28225 members 
Mstep: Class 19 contains 3210 members 
Mstep: Class 20 contains 169763 members 
Mstep: Class 21 contains 1814 members 
Mstep: Class 22 contains 132617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127896448.000000 Penalty: 38861.996094
Iteration 75Q: 18 clusters Score -1.278964e+08 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 153161 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 3962 members 
Mstep: Class 9 contains 156744 members 
Mstep: Class 11 contains 112743 members 
Mstep: Class 12 contains 169130 members 
Mstep: Class 14 contains 78860 members 
Mstep: Class 15 contains 230409 members 
Mstep: Class 16 contains 9541 members 
Mstep: Class 17 contains 28251 members 
Mstep: Class 19 contains 3278 members 
Mstep: Class 20 contains 169334 members 
Mstep: Class 21 contains 1810 members 
Mstep: Class 22 contains 132575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127896840.000000 Penalty: 38861.996094
Iteration 76Q: 18 clusters Score -1.278968e+08 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 6185 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 153092 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 3960 members 
Mstep: Class 9 contains 156517 members 
Mstep: Class 11 contains 113910 members 
Mstep: Class 12 contains 168526 members 
Mstep: Class 14 contains 79183 members 
Mstep: Class 15 contains 230288 members 
Mstep: Class 16 contains 9537 members 
Mstep: Class 17 contains 28283 members 
Mstep: Class 19 contains 3341 members 
Mstep: Class 20 contains 168756 members 
Mstep: Class 21 contains 1812 members 
Mstep: Class 22 contains 132517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127897872.000000 Penalty: 38861.996094
Iteration 77Q: 18 clusters Score -1.278979e+08 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 6194 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 153032 members 
Mstep: Class 7 contains 1590 members 
Mstep: Class 8 contains 3962 members 
Mstep: Class 9 contains 156284 members 
Mstep: Class 11 contains 115108 members 
Mstep: Class 12 contains 167847 members 
Mstep: Class 14 contains 79557 members 
Mstep: Class 15 contains 230213 members 
Mstep: Class 16 contains 9532 members 
Mstep: Class 17 contains 28311 members 
Mstep: Class 19 contains 3407 members 
Mstep: Class 20 contains 168095 members 
Mstep: Class 21 contains 1812 members 
Mstep: Class 22 contains 132480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127898160.000000 Penalty: 38861.996094
Iteration 78Q: 18 clusters Score -1.278982e+08 nChanged 3930
Entering ConstructFrom: 
Score: -127898160.000000 Penalty: 38861.996094
Entering ConstructFrom: 
Trying to split cluster 1 (27180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Entering Unmasked Estep 
Score: -2627803.000000 Penalty: 1659.163452
	Iteration 0F: 2 clusters Score -2627803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2609575.250000 Penalty: 3318.326904
	Iteration 0F: 3 clusters Score -2609575 nChanged 12362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2616563.750000 Penalty: 3318.326904
	Iteration 1F: 3 clusters Score -2616564 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2617189.750000 Penalty: 3318.326904
	Iteration 2F: 3 clusters Score -2617190 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2618133.750000 Penalty: 3318.326904
	Iteration 3F: 3 clusters Score -2618134 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2619619.750000 Penalty: 3318.326904
	Iteration 4F: 3 clusters Score -2619620 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2621597.500000 Penalty: 3318.326904
	Iteration 5F: 3 clusters Score -2621598 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2623695.000000 Penalty: 3318.326904
	Iteration 6F: 3 clusters Score -2623695 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2625456.000000 Penalty: 3318.326904
	Iteration 7F: 3 clusters Score -2625456 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2626873.500000 Penalty: 3318.326904
	Iteration 8Q: 3 clusters Score -2626874 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2627479.500000 Penalty: 3318.326904
	Iteration 9Q: 3 clusters Score -2627480 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2627571.000000 Penalty: 3318.326904
	Iteration 10Q: 3 clusters Score -2627571 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2627602.250000 Penalty: 3318.326904
	Iteration 11Q: 3 clusters Score -2627602 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2627622.500000 Penalty: 3318.326904
	Iteration 12Q: 3 clusters Score -2627622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2627626.250000 Penalty: 3318.326904
	Iteration 13Q: 3 clusters Score -2627626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2627627.750000 Penalty: 3318.326904
	Iteration 14Q: 3 clusters Score -2627628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2627629.250000 Penalty: 3318.326904
	Iteration 15Q: 3 clusters Score -2627629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2627627.750000 Penalty: 3318.326904
	Iteration 16Q: 3 clusters Score -2627628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2627626.000000 Penalty: 3318.326904
	Iteration 17Q: 3 clusters Score -2627626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2627625.750000 Penalty: 3318.326904
	Iteration 18Q: 3 clusters Score -2627626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2627629.500000 Penalty: 3318.326904
	Iteration 19Q: 3 clusters Score -2627630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2627632.750000 Penalty: 3318.326904
	Iteration 20F: 3 clusters Score -2627633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2627631.000000 Penalty: 3318.326904
	Iteration 21Q: 3 clusters Score -2627631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2627633.000000 Penalty: 3318.326904
	Iteration 22Q: 3 clusters Score -2627633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2627637.250000 Penalty: 3318.326904
	Iteration 23Q: 3 clusters Score -2627637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2627635.750000 Penalty: 3318.326904
	Iteration 24Q: 3 clusters Score -2627636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2627633.250000 Penalty: 3318.326904
	Iteration 25Q: 3 clusters Score -2627633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2627634.500000 Penalty: 3318.326904
	Iteration 26Q: 3 clusters Score -2627634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2627636.750000 Penalty: 3318.326904
	Iteration 27Q: 3 clusters Score -2627637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2627633.500000 Penalty: 3318.326904
	Iteration 28Q: 3 clusters Score -2627634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2627634.750000 Penalty: 3318.326904
	Iteration 29Q: 3 clusters Score -2627635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2627634.750000 Penalty: 3318.326904
	Iteration 30F: 3 clusters Score -2627635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Entering Unmasked Estep 
Score: -643622.625000 Penalty: 1419.156616
	Iteration 0F: 2 clusters Score -643622.6 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 3105 members 
Entering Unmasked Estep 
Score: -638912.437500 Penalty: 2838.313232
	Iteration 0F: 3 clusters Score -638912.4 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -640269.312500 Penalty: 2838.313232
	Iteration 1F: 3 clusters Score -640269.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -640434.250000 Penalty: 2838.313232
	Iteration 2F: 3 clusters Score -640434.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -640549.625000 Penalty: 2838.313232
	Iteration 3Q: 3 clusters Score -640549.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -640628.750000 Penalty: 2838.313232
	Iteration 4Q: 3 clusters Score -640628.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -640690.687500 Penalty: 2838.313232
	Iteration 5Q: 3 clusters Score -640690.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -640741.312500 Penalty: 2838.313232
	Iteration 6Q: 3 clusters Score -640741.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -640787.812500 Penalty: 2838.313232
	Iteration 7Q: 3 clusters Score -640787.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -640832.937500 Penalty: 2838.313232
	Iteration 8Q: 3 clusters Score -640832.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -640885.062500 Penalty: 2838.313232
	Iteration 9Q: 3 clusters Score -640885.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -640936.312500 Penalty: 2838.313232
	Iteration 10Q: 3 clusters Score -640936.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -640983.250000 Penalty: 2838.313232
	Iteration 11Q: 3 clusters Score -640983.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -641047.687500 Penalty: 2838.313232
	Iteration 12Q: 3 clusters Score -641047.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -641139.750000 Penalty: 2838.313232
	Iteration 13Q: 3 clusters Score -641139.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -641231.062500 Penalty: 2838.313232
	Iteration 14Q: 3 clusters Score -641231.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -641338.562500 Penalty: 2838.313232
	Iteration 15Q: 3 clusters Score -641338.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -641471.437500 Penalty: 2838.313232
	Iteration 16Q: 3 clusters Score -641471.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -641608.562500 Penalty: 2838.313232
	Iteration 17Q: 3 clusters Score -641608.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -641748.187500 Penalty: 2838.313232
	Iteration 18Q: 3 clusters Score -641748.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -641885.250000 Penalty: 2838.313232
	Iteration 19Q: 3 clusters Score -641885.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -641998.375000 Penalty: 2838.313232
	Iteration 20F: 3 clusters Score -641998.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -642076.437500 Penalty: 2838.313232
	Iteration 21Q: 3 clusters Score -642076.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -642141.312500 Penalty: 2838.313232
	Iteration 22Q: 3 clusters Score -642141.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -642198.312500 Penalty: 2838.313232
	Iteration 23Q: 3 clusters Score -642198.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -642236.750000 Penalty: 2838.313232
	Iteration 24Q: 3 clusters Score -642236.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -642262.750000 Penalty: 2838.313232
	Iteration 25Q: 3 clusters Score -642262.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -642282.625000 Penalty: 2838.313232
	Iteration 26Q: 3 clusters Score -642282.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -642297.000000 Penalty: 2838.313232
	Iteration 27Q: 3 clusters Score -642297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -642307.812500 Penalty: 2838.313232
	Iteration 28Q: 3 clusters Score -642307.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -642315.625000 Penalty: 2838.313232
	Iteration 29Q: 3 clusters Score -642315.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -642321.250000 Penalty: 2838.313232
	Iteration 30Q: 3 clusters Score -642321.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -642323.750000 Penalty: 2838.313232
	Iteration 31Q: 3 clusters Score -642323.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -642326.812500 Penalty: 2838.313232
	Iteration 32Q: 3 clusters Score -642326.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -642330.562500 Penalty: 2838.313232
	Iteration 33Q: 3 clusters Score -642330.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -642334.125000 Penalty: 2838.313232
	Iteration 34Q: 3 clusters Score -642334.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -642337.750000 Penalty: 2838.313232
	Iteration 35Q: 3 clusters Score -642337.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -642338.875000 Penalty: 2838.313232
	Iteration 36Q: 3 clusters Score -642338.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -642340.062500 Penalty: 2838.313232
	Iteration 37Q: 3 clusters Score -642340.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -642341.000000 Penalty: 2838.313232
	Iteration 38Q: 3 clusters Score -642341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -642342.750000 Penalty: 2838.313232
	Iteration 39Q: 3 clusters Score -642342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -642343.062500 Penalty: 2838.313232
	Iteration 40F: 3 clusters Score -642343.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Entering Unmasked Estep 
Score: -198497.343750 Penalty: 1256.794678
	Iteration 0F: 2 clusters Score -198497.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -196398.109375 Penalty: 2513.589355
	Iteration 0F: 3 clusters Score -196398.1 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -197308.937500 Penalty: 2513.589355
	Iteration 1F: 3 clusters Score -197308.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -197975.015625 Penalty: 2513.589355
	Iteration 2F: 3 clusters Score -197975 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -198790.875000 Penalty: 2513.589355
	Iteration 3F: 3 clusters Score -198790.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -199426.093750 Penalty: 2513.589355
	Iteration 4F: 3 clusters Score -199426.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -199997.078125 Penalty: 2513.589355
	Iteration 5F: 3 clusters Score -199997.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -200333.546875 Penalty: 2513.589355
	Iteration 6Q: 3 clusters Score -200333.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -200387.750000 Penalty: 2513.589355
	Iteration 7Q: 3 clusters Score -200387.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -200395.968750 Penalty: 2513.589355
	Iteration 8Q: 3 clusters Score -200396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -200397.390625 Penalty: 2513.589355
	Iteration 9Q: 3 clusters Score -200397.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -200397.250000 Penalty: 2513.589355
	Iteration 10Q: 3 clusters Score -200397.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -200397.796875 Penalty: 2513.589355
	Iteration 11Q: 3 clusters Score -200397.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -200398.359375 Penalty: 2513.589355
	Iteration 12Q: 3 clusters Score -200398.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -200398.656250 Penalty: 2513.589355
	Iteration 13Q: 3 clusters Score -200398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -200399.609375 Penalty: 2513.589355
	Iteration 14Q: 3 clusters Score -200399.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -200399.609375 Penalty: 2513.589355
	Iteration 15F: 3 clusters Score -200399.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 6206 members 
Mstep: Class 3 contains 713 members 
Mstep: Class 4 contains 152976 members 
Mstep: Class 5 contains 1572 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 3967 members 
Mstep: Class 9 contains 156093 members 
Mstep: Class 11 contains 116447 members 
Mstep: Class 12 contains 167183 members 
Mstep: Class 14 contains 79904 members 
Mstep: Class 15 contains 230148 members 
Mstep: Class 16 contains 9517 members 
Mstep: Class 17 contains 28317 members 
Mstep: Class 19 contains 3479 members 
Mstep: Class 20 contains 167259 members 
Mstep: Class 21 contains 1818 members 
Mstep: Class 22 contains 132442 members 
Entering Unmasked Estep 
Score: -127899424.000000 Penalty: 41147.996094
Splitting cluster 3 changes total score from -127898160.000000 to -127899424.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 4 (152976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152976 members 
Entering Unmasked Estep 
Score: -15557269.000000 Penalty: 1939.930786
	Iteration 0F: 2 clusters Score -1.555727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76462 members 
Mstep: Class 2 contains 76514 members 
Entering Unmasked Estep 
Score: -15455069.000000 Penalty: 3879.861572
	Iteration 0F: 3 clusters Score -1.545507e+07 nChanged 73993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74331 members 
Mstep: Class 2 contains 78645 members 
Entering Unmasked Estep 
Score: -15498212.000000 Penalty: 3879.861572
	Iteration 1F: 3 clusters Score -1.549821e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72969 members 
Mstep: Class 2 contains 80007 members 
Entering Unmasked Estep 
Score: -15499011.000000 Penalty: 3879.861572
	Iteration 2Q: 3 clusters Score -1.549901e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70765 members 
Mstep: Class 2 contains 82211 members 
Entering Unmasked Estep 
Score: -15499827.000000 Penalty: 3879.861572
	Iteration 3Q: 3 clusters Score -1.549983e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 85589 members 
Entering Unmasked Estep 
Score: -15501012.000000 Penalty: 3879.861572
	Iteration 4Q: 3 clusters Score -1.550101e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 90684 members 
Entering Unmasked Estep 
Score: -15503194.000000 Penalty: 3879.861572
	Iteration 5Q: 3 clusters Score -1.550319e+07 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 98232 members 
Entering Unmasked Estep 
Score: -15507063.000000 Penalty: 3879.861572
	Iteration 6F: 3 clusters Score -1.550706e+07 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 108543 members 
Entering Unmasked Estep 
Score: -15514028.000000 Penalty: 3879.861572
	Iteration 7F: 3 clusters Score -1.551403e+07 nChanged 12941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 121436 members 
Entering Unmasked Estep 
Score: -15524597.000000 Penalty: 3879.861572
	Iteration 8F: 3 clusters Score -1.55246e+07 nChanged 13357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 134783 members 
Entering Unmasked Estep 
Score: -15537766.000000 Penalty: 3879.861572
	Iteration 9F: 3 clusters Score -1.553777e+07 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 145060 members 
Entering Unmasked Estep 
Score: -15548314.000000 Penalty: 3879.861572
	Iteration 10F: 3 clusters Score -1.554831e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 150374 members 
Entering Unmasked Estep 
Score: -15553372.000000 Penalty: 3879.861572
	Iteration 11Q: 3 clusters Score -1.555337e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 152179 members 
Entering Unmasked Estep 
Score: -15554950.000000 Penalty: 3879.861572
	Iteration 12Q: 3 clusters Score -1.555495e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 152632 members 
Entering Unmasked Estep 
Score: -15555340.000000 Penalty: 3879.861572
	Iteration 13Q: 3 clusters Score -1.555534e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 152728 members 
Entering Unmasked Estep 
Score: -15555437.000000 Penalty: 3879.861572
	Iteration 14Q: 3 clusters Score -1.555544e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 152757 members 
Entering Unmasked Estep 
Score: -15555465.000000 Penalty: 3879.861572
	Iteration 15Q: 3 clusters Score -1.555546e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 152772 members 
Entering Unmasked Estep 
Score: -15555493.000000 Penalty: 3879.861572
	Iteration 16Q: 3 clusters Score -1.555549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 152782 members 
Entering Unmasked Estep 
Score: -15555507.000000 Penalty: 3879.861572
	Iteration 17Q: 3 clusters Score -1.555551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 152785 members 
Entering Unmasked Estep 
Score: -15555511.000000 Penalty: 3879.861572
	Iteration 18Q: 3 clusters Score -1.555551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 152789 members 
Entering Unmasked Estep 
Score: -15555530.000000 Penalty: 3879.861572
	Iteration 19Q: 3 clusters Score -1.555553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 152789 members 
Entering Unmasked Estep 
Score: -15555532.000000 Penalty: 3879.861572
	Iteration 20F: 3 clusters Score -1.555553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 152794 members 
Entering Unmasked Estep 
Score: -15555540.000000 Penalty: 3879.861572
	Iteration 21Q: 3 clusters Score -1.555554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 152795 members 
Entering Unmasked Estep 
Score: -15555547.000000 Penalty: 3879.861572
	Iteration 22Q: 3 clusters Score -1.555555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 152798 members 
Entering Unmasked Estep 
Score: -15555555.000000 Penalty: 3879.861572
	Iteration 23Q: 3 clusters Score -1.555556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 152800 members 
Entering Unmasked Estep 
Score: -15555555.000000 Penalty: 3879.861572
	Iteration 24Q: 3 clusters Score -1.555556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 152802 members 
Entering Unmasked Estep 
Score: -15555568.000000 Penalty: 3879.861572
	Iteration 25Q: 3 clusters Score -1.555557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 152805 members 
Entering Unmasked Estep 
Score: -15555564.000000 Penalty: 3879.861572
	Iteration 26Q: 3 clusters Score -1.555556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 152806 members 
Entering Unmasked Estep 
Score: -15555562.000000 Penalty: 3879.861572
	Iteration 27Q: 3 clusters Score -1.555556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 152806 members 
Entering Unmasked Estep 
Score: -15555562.000000 Penalty: 3879.861572
	Iteration 28F: 3 clusters Score -1.555556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -166984.765625 Penalty: 1198.071289
	Iteration 0F: 2 clusters Score -166984.8 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 752 members 
Entering Unmasked Estep 
Score: -165156.281250 Penalty: 2396.142578
	Iteration 0F: 3 clusters Score -165156.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -165520.171875 Penalty: 2396.142578
	Iteration 1F: 3 clusters Score -165520.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -165597.718750 Penalty: 2396.142578
	Iteration 2F: 3 clusters Score -165597.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -165639.984375 Penalty: 2396.142578
	Iteration 3Q: 3 clusters Score -165640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -165664.406250 Penalty: 2396.142578
	Iteration 4Q: 3 clusters Score -165664.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -165680.562500 Penalty: 2396.142578
	Iteration 5Q: 3 clusters Score -165680.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -165695.625000 Penalty: 2396.142578
	Iteration 6Q: 3 clusters Score -165695.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -165708.515625 Penalty: 2396.142578
	Iteration 7Q: 3 clusters Score -165708.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -165715.718750 Penalty: 2396.142578
	Iteration 8Q: 3 clusters Score -165715.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -165721.687500 Penalty: 2396.142578
	Iteration 9Q: 3 clusters Score -165721.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -165725.593750 Penalty: 2396.142578
	Iteration 10Q: 3 clusters Score -165725.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -165728.875000 Penalty: 2396.142578
	Iteration 11Q: 3 clusters Score -165728.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -165729.609375 Penalty: 2396.142578
	Iteration 12Q: 3 clusters Score -165729.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -165730.187500 Penalty: 2396.142578
	Iteration 13Q: 3 clusters Score -165730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -165731.031250 Penalty: 2396.142578
	Iteration 14Q: 3 clusters Score -165731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -165732.578125 Penalty: 2396.142578
	Iteration 15Q: 3 clusters Score -165732.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -165734.218750 Penalty: 2396.142578
	Iteration 16Q: 3 clusters Score -165734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -165736.328125 Penalty: 2396.142578
	Iteration 17Q: 3 clusters Score -165736.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -165736.984375 Penalty: 2396.142578
	Iteration 18Q: 3 clusters Score -165737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -165738.156250 Penalty: 2396.142578
	Iteration 19Q: 3 clusters Score -165738.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -165738.328125 Penalty: 2396.142578
	Iteration 20F: 3 clusters Score -165738.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -407088.656250 Penalty: 1346.436890
	Iteration 0F: 2 clusters Score -407088.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -403806.593750 Penalty: 2692.873779
	Iteration 0F: 3 clusters Score -403806.6 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -404784.781250 Penalty: 2692.873779
	Iteration 1F: 3 clusters Score -404784.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -405112.406250 Penalty: 2692.873779
	Iteration 2F: 3 clusters Score -405112.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -405444.031250 Penalty: 2692.873779
	Iteration 3F: 3 clusters Score -405444 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -405781.187500 Penalty: 2692.873779
	Iteration 4F: 3 clusters Score -405781.2 nChanged 272
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: -406038.062500 Penalty: 2692.873779
	Iteration 5F: 3 clusters Score -406038.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -406177.500000 Penalty: 2692.873779
	Iteration 6Q: 3 clusters Score -406177.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -406263.156250 Penalty: 2692.873779
	Iteration 7Q: 3 clusters Score -406263.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -406308.625000 Penalty: 2692.873779
	Iteration 8Q: 3 clusters Score -406308.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -406339.343750 Penalty: 2692.873779
	Iteration 9Q: 3 clusters Score -406339.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -406360.468750 Penalty: 2692.873779
	Iteration 10Q: 3 clusters Score -406360.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -406373.437500 Penalty: 2692.873779
	Iteration 11Q: 3 clusters Score -406373.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -406382.312500 Penalty: 2692.873779
	Iteration 12Q: 3 clusters Score -406382.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -406391.750000 Penalty: 2692.873779
	Iteration 13Q: 3 clusters Score -406391.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -406398.000000 Penalty: 2692.873779
	Iteration 14Q: 3 clusters Score -406398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -406406.875000 Penalty: 2692.873779
	Iteration 15Q: 3 clusters Score -406406.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -406417.250000 Penalty: 2692.873779
	Iteration 16Q: 3 clusters Score -406417.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -406425.187500 Penalty: 2692.873779
	Iteration 17Q: 3 clusters Score -406425.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -406430.281250 Penalty: 2692.873779
	Iteration 18Q: 3 clusters Score -406430.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -406434.656250 Penalty: 2692.873779
	Iteration 19Q: 3 clusters Score -406434.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -406439.468750 Penalty: 2692.873779
	Iteration 20F: 3 clusters Score -406439.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -406443.562500 Penalty: 2692.873779
	Iteration 21Q: 3 clusters Score -406443.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -406449.687500 Penalty: 2692.873779
	Iteration 22Q: 3 clusters Score -406449.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -406454.937500 Penalty: 2692.873779
	Iteration 23Q: 3 clusters Score -406454.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -406461.875000 Penalty: 2692.873779
	Iteration 24Q: 3 clusters Score -406461.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -406465.406250 Penalty: 2692.873779
	Iteration 25Q: 3 clusters Score -406465.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -406472.156250 Penalty: 2692.873779
	Iteration 26Q: 3 clusters Score -406472.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -406477.656250 Penalty: 2692.873779
	Iteration 27Q: 3 clusters Score -406477.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -406483.812500 Penalty: 2692.873779
	Iteration 28Q: 3 clusters Score -406483.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -406493.406250 Penalty: 2692.873779
	Iteration 29Q: 3 clusters Score -406493.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -406500.156250 Penalty: 2692.873779
	Iteration 30Q: 3 clusters Score -406500.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -406504.750000 Penalty: 2692.873779
	Iteration 31Q: 3 clusters Score -406504.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -406510.625000 Penalty: 2692.873779
	Iteration 32Q: 3 clusters Score -406510.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -406517.062500 Penalty: 2692.873779
	Iteration 33Q: 3 clusters Score -406517.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -406521.093750 Penalty: 2692.873779
	Iteration 34Q: 3 clusters Score -406521.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -406523.812500 Penalty: 2692.873779
	Iteration 35Q: 3 clusters Score -406523.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -406525.656250 Penalty: 2692.873779
	Iteration 36Q: 3 clusters Score -406525.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -406527.531250 Penalty: 2692.873779
	Iteration 37Q: 3 clusters Score -406527.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -406528.093750 Penalty: 2692.873779
	Iteration 38Q: 3 clusters Score -406528.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -406528.562500 Penalty: 2692.873779
	Iteration 39Q: 3 clusters Score -406528.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -406529.437500 Penalty: 2692.873779
	Iteration 40F: 3 clusters Score -406529.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -406530.093750 Penalty: 2692.873779
	Iteration 41Q: 3 clusters Score -406530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -406530.781250 Penalty: 2692.873779
	Iteration 42Q: 3 clusters Score -406530.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -406530.781250 Penalty: 2692.873779
	Iteration 43F: 3 clusters Score -406530.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (156093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156093 members 
Entering Unmasked Estep 
Score: -15703164.000000 Penalty: 1943.208618
	Iteration 0F: 2 clusters Score -1.570316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78143 members 
Mstep: Class 2 contains 77950 members 
Entering Unmasked Estep 
Score: -15599395.000000 Penalty: 3886.417236
	Iteration 0F: 3 clusters Score -1.55994e+07 nChanged 75143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79106 members 
Mstep: Class 2 contains 76987 members 
Entering Unmasked Estep 
Score: -15643551.000000 Penalty: 3886.417236
	Iteration 1F: 3 clusters Score -1.564355e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79840 members 
Mstep: Class 2 contains 76253 members 
Entering Unmasked Estep 
Score: -15644574.000000 Penalty: 3886.417236
	Iteration 2Q: 3 clusters Score -1.564457e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80654 members 
Mstep: Class 2 contains 75439 members 
Entering Unmasked Estep 
Score: -15646074.000000 Penalty: 3886.417236
	Iteration 3Q: 3 clusters Score -1.564607e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81725 members 
Mstep: Class 2 contains 74368 members 
Entering Unmasked Estep 
Score: -15648360.000000 Penalty: 3886.417236
	Iteration 4Q: 3 clusters Score -1.564836e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82969 members 
Mstep: Class 2 contains 73124 members 
Entering Unmasked Estep 
Score: -15651842.000000 Penalty: 3886.417236
	Iteration 5Q: 3 clusters Score -1.565184e+07 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84452 members 
Mstep: Class 2 contains 71641 members 
Entering Unmasked Estep 
Score: -15656580.000000 Penalty: 3886.417236
	Iteration 6F: 3 clusters Score -1.565658e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86096 members 
Mstep: Class 2 contains 69997 members 
Entering Unmasked Estep 
Score: -15662156.000000 Penalty: 3886.417236
	Iteration 7F: 3 clusters Score -1.566216e+07 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87747 members 
Mstep: Class 2 contains 68346 members 
Entering Unmasked Estep 
Score: -15668132.000000 Penalty: 3886.417236
	Iteration 8F: 3 clusters Score -1.566813e+07 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89394 members 
Mstep: Class 2 contains 66699 members 
Entering Unmasked Estep 
Score: -15673306.000000 Penalty: 3886.417236
	Iteration 9F: 3 clusters Score -1.567331e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90818 members 
Mstep: Class 2 contains 65275 members 
Entering Unmasked Estep 
Score: -15677310.000000 Penalty: 3886.417236
	Iteration 10F: 3 clusters Score -1.567731e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91900 members 
Mstep: Class 2 contains 64193 members 
Entering Unmasked Estep 
Score: -15679883.000000 Penalty: 3886.417236
	Iteration 11Q: 3 clusters Score -1.567988e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92766 members 
Mstep: Class 2 contains 63327 members 
Entering Unmasked Estep 
Score: -15681139.000000 Penalty: 3886.417236
	Iteration 12Q: 3 clusters Score -1.568114e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93421 members 
Mstep: Class 2 contains 62672 members 
Entering Unmasked Estep 
Score: -15681678.000000 Penalty: 3886.417236
	Iteration 13Q: 3 clusters Score -1.568168e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93937 members 
Mstep: Class 2 contains 62156 members 
Entering Unmasked Estep 
Score: -15682037.000000 Penalty: 3886.417236
	Iteration 14Q: 3 clusters Score -1.568204e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94429 members 
Mstep: Class 2 contains 61664 members 
Entering Unmasked Estep 
Score: -15682297.000000 Penalty: 3886.417236
	Iteration 15Q: 3 clusters Score -1.56823e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94875 members 
Mstep: Class 2 contains 61218 members 
Entering Unmasked Estep 
Score: -15682532.000000 Penalty: 3886.417236
	Iteration 16Q: 3 clusters Score -1.568253e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95292 members 
Mstep: Class 2 contains 60801 members 
Entering Unmasked Estep 
Score: -15682777.000000 Penalty: 3886.417236
	Iteration 17Q: 3 clusters Score -1.568278e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95693 members 
Mstep: Class 2 contains 60400 members 
Entering Unmasked Estep 
Score: -15682998.000000 Penalty: 3886.417236
	Iteration 18Q: 3 clusters Score -1.5683e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96081 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -15683276.000000 Penalty: 3886.417236
	Iteration 19Q: 3 clusters Score -1.568328e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96476 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -15683379.000000 Penalty: 3886.417236
	Iteration 20F: 3 clusters Score -1.568338e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96963 members 
Mstep: Class 2 contains 59130 members 
Entering Unmasked Estep 
Score: -15683640.000000 Penalty: 3886.417236
	Iteration 21Q: 3 clusters Score -1.568364e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97427 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -15683772.000000 Penalty: 3886.417236
	Iteration 22Q: 3 clusters Score -1.568377e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97959 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -15684013.000000 Penalty: 3886.417236
	Iteration 23Q: 3 clusters Score -1.568401e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98559 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -15684299.000000 Penalty: 3886.417236
	Iteration 24Q: 3 clusters Score -1.56843e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99232 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -15684500.000000 Penalty: 3886.417236
	Iteration 25Q: 3 clusters Score -1.56845e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99909 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -15684625.000000 Penalty: 3886.417236
	Iteration 26Q: 3 clusters Score -1.568462e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100634 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -15684838.000000 Penalty: 3886.417236
	Iteration 27Q: 3 clusters Score -1.568484e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101398 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -15685046.000000 Penalty: 3886.417236
	Iteration 28Q: 3 clusters Score -1.568505e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102161 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -15685190.000000 Penalty: 3886.417236
	Iteration 29Q: 3 clusters Score -1.568519e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102993 members 
Mstep: Class 2 contains 53100 members 
Entering Unmasked Estep 
Score: -15685356.000000 Penalty: 3886.417236
	Iteration 30Q: 3 clusters Score -1.568536e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103875 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -15685548.000000 Penalty: 3886.417236
	Iteration 31Q: 3 clusters Score -1.568555e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104811 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -15685743.000000 Penalty: 3886.417236
	Iteration 32Q: 3 clusters Score -1.568574e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105774 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -15685876.000000 Penalty: 3886.417236
	Iteration 33Q: 3 clusters Score -1.568588e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106785 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -15685992.000000 Penalty: 3886.417236
	Iteration 34Q: 3 clusters Score -1.568599e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107922 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -15686155.000000 Penalty: 3886.417236
	Iteration 35Q: 3 clusters Score -1.568616e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109039 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -15686362.000000 Penalty: 3886.417236
	Iteration 36Q: 3 clusters Score -1.568636e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110265 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -15686602.000000 Penalty: 3886.417236
	Iteration 37Q: 3 clusters Score -1.56866e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111566 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -15686893.000000 Penalty: 3886.417236
	Iteration 38Q: 3 clusters Score -1.568689e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112912 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -15687126.000000 Penalty: 3886.417236
	Iteration 39Q: 3 clusters Score -1.568713e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114288 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -15687426.000000 Penalty: 3886.417236
	Iteration 40F: 3 clusters Score -1.568743e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115705 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -15687705.000000 Penalty: 3886.417236
	Iteration 41Q: 3 clusters Score -1.56877e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117205 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -15688008.000000 Penalty: 3886.417236
	Iteration 42Q: 3 clusters Score -1.568801e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118770 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -15688384.000000 Penalty: 3886.417236
	Iteration 43Q: 3 clusters Score -1.568838e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120371 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -15688745.000000 Penalty: 3886.417236
	Iteration 44Q: 3 clusters Score -1.568874e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121999 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -15689154.000000 Penalty: 3886.417236
	Iteration 45Q: 3 clusters Score -1.568915e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123745 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -15689624.000000 Penalty: 3886.417236
	Iteration 46Q: 3 clusters Score -1.568962e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125516 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -15690024.000000 Penalty: 3886.417236
	Iteration 47Q: 3 clusters Score -1.569002e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127323 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -15690632.000000 Penalty: 3886.417236
	Iteration 48Q: 3 clusters Score -1.569063e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129136 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -15691171.000000 Penalty: 3886.417236
	Iteration 49Q: 3 clusters Score -1.569117e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131020 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -15691761.000000 Penalty: 3886.417236
	Iteration 50Q: 3 clusters Score -1.569176e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133011 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -15692394.000000 Penalty: 3886.417236
	Iteration 51Q: 3 clusters Score -1.569239e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135085 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -15693144.000000 Penalty: 3886.417236
	Iteration 52Q: 3 clusters Score -1.569314e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137177 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -15693872.000000 Penalty: 3886.417236
	Iteration 53Q: 3 clusters Score -1.569387e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139294 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -15694694.000000 Penalty: 3886.417236
	Iteration 54Q: 3 clusters Score -1.569469e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141370 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -15695642.000000 Penalty: 3886.417236
	Iteration 55Q: 3 clusters Score -1.569564e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143418 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -15696530.000000 Penalty: 3886.417236
	Iteration 56Q: 3 clusters Score -1.569653e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145362 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -15697287.000000 Penalty: 3886.417236
	Iteration 57Q: 3 clusters Score -1.569729e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147090 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -15698004.000000 Penalty: 3886.417236
	Iteration 58Q: 3 clusters Score -1.5698e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148647 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -15698660.000000 Penalty: 3886.417236
	Iteration 59Q: 3 clusters Score -1.569866e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150001 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -15699205.000000 Penalty: 3886.417236
	Iteration 60F: 3 clusters Score -1.56992e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151139 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -15699718.000000 Penalty: 3886.417236
	Iteration 61Q: 3 clusters Score -1.569972e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152062 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -15700094.000000 Penalty: 3886.417236
	Iteration 62Q: 3 clusters Score -1.570009e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152782 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -15700387.000000 Penalty: 3886.417236
	Iteration 63Q: 3 clusters Score -1.570039e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153332 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -15700638.000000 Penalty: 3886.417236
	Iteration 64Q: 3 clusters Score -1.570064e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153761 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -15700851.000000 Penalty: 3886.417236
	Iteration 65Q: 3 clusters Score -1.570085e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154092 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -15701023.000000 Penalty: 3886.417236
	Iteration 66Q: 3 clusters Score -1.570102e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154345 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -15701178.000000 Penalty: 3886.417236
	Iteration 67Q: 3 clusters Score -1.570118e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154555 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -15701256.000000 Penalty: 3886.417236
	Iteration 68Q: 3 clusters Score -1.570126e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154716 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -15701332.000000 Penalty: 3886.417236
	Iteration 69Q: 3 clusters Score -1.570133e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154827 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -15701361.000000 Penalty: 3886.417236
	Iteration 70Q: 3 clusters Score -1.570136e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154910 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -15701411.000000 Penalty: 3886.417236
	Iteration 71Q: 3 clusters Score -1.570141e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154979 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -15701439.000000 Penalty: 3886.417236
	Iteration 72Q: 3 clusters Score -1.570144e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155036 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -15701439.000000 Penalty: 3886.417236
	Iteration 73Q: 3 clusters Score -1.570144e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155077 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -15701457.000000 Penalty: 3886.417236
	Iteration 74Q: 3 clusters Score -1.570146e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155107 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -15701476.000000 Penalty: 3886.417236
	Iteration 75Q: 3 clusters Score -1.570148e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155130 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -15701489.000000 Penalty: 3886.417236
	Iteration 76Q: 3 clusters Score -1.570149e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155153 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -15701498.000000 Penalty: 3886.417236
	Iteration 77Q: 3 clusters Score -1.57015e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155175 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -15701517.000000 Penalty: 3886.417236
	Iteration 78Q: 3 clusters Score -1.570152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155192 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -15701521.000000 Penalty: 3886.417236
	Iteration 79Q: 3 clusters Score -1.570152e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155207 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -15701532.000000 Penalty: 3886.417236
	Iteration 80F: 3 clusters Score -1.570153e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155215 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -15701529.000000 Penalty: 3886.417236
	Iteration 81Q: 3 clusters Score -1.570153e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155226 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -15701536.000000 Penalty: 3886.417236
	Iteration 82Q: 3 clusters Score -1.570154e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155233 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -15701541.000000 Penalty: 3886.417236
	Iteration 83Q: 3 clusters Score -1.570154e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155244 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -15701544.000000 Penalty: 3886.417236
	Iteration 84Q: 3 clusters Score -1.570154e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155256 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -15701546.000000 Penalty: 3886.417236
	Iteration 85Q: 3 clusters Score -1.570155e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155264 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -15701547.000000 Penalty: 3886.417236
	Iteration 86Q: 3 clusters Score -1.570155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155271 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -15701546.000000 Penalty: 3886.417236
	Iteration 87Q: 3 clusters Score -1.570155e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155281 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -15701544.000000 Penalty: 3886.417236
	Iteration 88Q: 3 clusters Score -1.570154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155286 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -15701540.000000 Penalty: 3886.417236
	Iteration 89Q: 3 clusters Score -1.570154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155296 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -15701550.000000 Penalty: 3886.417236
	Iteration 90Q: 3 clusters Score -1.570155e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155305 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -15701559.000000 Penalty: 3886.417236
	Iteration 91Q: 3 clusters Score -1.570156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155311 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -15701566.000000 Penalty: 3886.417236
	Iteration 92Q: 3 clusters Score -1.570157e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155319 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -15701572.000000 Penalty: 3886.417236
	Iteration 93Q: 3 clusters Score -1.570157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155324 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -15701580.000000 Penalty: 3886.417236
	Iteration 94Q: 3 clusters Score -1.570158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155329 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -15701574.000000 Penalty: 3886.417236
	Iteration 95Q: 3 clusters Score -1.570157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155334 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -15701571.000000 Penalty: 3886.417236
	Iteration 96Q: 3 clusters Score -1.570157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155335 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -15701574.000000 Penalty: 3886.417236
	Iteration 97Q: 3 clusters Score -1.570157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155336 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -15701575.000000 Penalty: 3886.417236
	Iteration 98Q: 3 clusters Score -1.570158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155336 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -15701575.000000 Penalty: 3886.417236
	Iteration 99F: 3 clusters Score -1.570158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (116447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116447 members 
Entering Unmasked Estep 
Score: -11895883.000000 Penalty: 1895.593628
	Iteration 0F: 2 clusters Score -1.189588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 58275 members 
Entering Unmasked Estep 
Score: -11818523.000000 Penalty: 3791.187256
	Iteration 0F: 3 clusters Score -1.181852e+07 nChanged 56155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -11851483.000000 Penalty: 3791.187256
	Iteration 1F: 3 clusters Score -1.185148e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 60064 members 
Entering Unmasked Estep 
Score: -11853276.000000 Penalty: 3791.187256
	Iteration 2Q: 3 clusters Score -1.185328e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -11856760.000000 Penalty: 3791.187256
	Iteration 3F: 3 clusters Score -1.185676e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 65728 members 
Entering Unmasked Estep 
Score: -11862491.000000 Penalty: 3791.187256
	Iteration 4F: 3 clusters Score -1.186249e+07 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
Score: -11870238.000000 Penalty: 3791.187256
	Iteration 5F: 3 clusters Score -1.187024e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -11877060.000000 Penalty: 3791.187256
	Iteration 6F: 3 clusters Score -1.187706e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 78324 members 
Entering Unmasked Estep 
Score: -11881721.000000 Penalty: 3791.187256
	Iteration 7F: 3 clusters Score -1.188172e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 80791 members 
Entering Unmasked Estep 
Score: -11884180.000000 Penalty: 3791.187256
	Iteration 8Q: 3 clusters Score -1.188418e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 82692 members 
Entering Unmasked Estep 
Score: -11885549.000000 Penalty: 3791.187256
	Iteration 9Q: 3 clusters Score -1.188555e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 84427 members 
Entering Unmasked Estep 
Score: -11886390.000000 Penalty: 3791.187256
	Iteration 10Q: 3 clusters Score -1.188639e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 86025 members 
Entering Unmasked Estep 
Score: -11886889.000000 Penalty: 3791.187256
	Iteration 11Q: 3 clusters Score -1.188689e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 87665 members 
Entering Unmasked Estep 
Score: -11887430.000000 Penalty: 3791.187256
	Iteration 12Q: 3 clusters Score -1.188743e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 89258 members 
Entering Unmasked Estep 
Score: -11887871.000000 Penalty: 3791.187256
	Iteration 13Q: 3 clusters Score -1.188787e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 90813 members 
Entering Unmasked Estep 
Score: -11888238.000000 Penalty: 3791.187256
	Iteration 14Q: 3 clusters Score -1.188824e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 92320 members 
Entering Unmasked Estep 
Score: -11888663.000000 Penalty: 3791.187256
	Iteration 15Q: 3 clusters Score -1.188866e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 93822 members 
Entering Unmasked Estep 
Score: -11889088.000000 Penalty: 3791.187256
	Iteration 16Q: 3 clusters Score -1.188909e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 95265 members 
Entering Unmasked Estep 
Score: -11889423.000000 Penalty: 3791.187256
	Iteration 17Q: 3 clusters Score -1.188942e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 96749 members 
Entering Unmasked Estep 
Score: -11889851.000000 Penalty: 3791.187256
	Iteration 18Q: 3 clusters Score -1.188985e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 98216 members 
Entering Unmasked Estep 
Score: -11890357.000000 Penalty: 3791.187256
	Iteration 19Q: 3 clusters Score -1.189036e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 99662 members 
Entering Unmasked Estep 
Score: -11890908.000000 Penalty: 3791.187256
	Iteration 20F: 3 clusters Score -1.189091e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 101047 members 
Entering Unmasked Estep 
Score: -11891472.000000 Penalty: 3791.187256
	Iteration 21Q: 3 clusters Score -1.189147e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 102345 members 
Entering Unmasked Estep 
Score: -11892014.000000 Penalty: 3791.187256
	Iteration 22Q: 3 clusters Score -1.189201e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 103508 members 
Entering Unmasked Estep 
Score: -11892477.000000 Penalty: 3791.187256
	Iteration 23Q: 3 clusters Score -1.189248e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 104544 members 
Entering Unmasked Estep 
Score: -11892907.000000 Penalty: 3791.187256
	Iteration 24Q: 3 clusters Score -1.189291e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 105500 members 
Entering Unmasked Estep 
Score: -11893305.000000 Penalty: 3791.187256
	Iteration 25Q: 3 clusters Score -1.18933e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 106368 members 
Entering Unmasked Estep 
Score: -11893738.000000 Penalty: 3791.187256
	Iteration 26Q: 3 clusters Score -1.189374e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 107120 members 
Entering Unmasked Estep 
Score: -11894128.000000 Penalty: 3791.187256
	Iteration 27Q: 3 clusters Score -1.189413e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 107800 members 
Entering Unmasked Estep 
Score: -11894391.000000 Penalty: 3791.187256
	Iteration 28Q: 3 clusters Score -1.189439e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 108371 members 
Entering Unmasked Estep 
Score: -11894557.000000 Penalty: 3791.187256
	Iteration 29Q: 3 clusters Score -1.189456e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 108892 members 
Entering Unmasked Estep 
Score: -11894770.000000 Penalty: 3791.187256
	Iteration 30Q: 3 clusters Score -1.189477e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 109323 members 
Entering Unmasked Estep 
Score: -11894881.000000 Penalty: 3791.187256
	Iteration 31Q: 3 clusters Score -1.189488e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 109678 members 
Entering Unmasked Estep 
Score: -11895000.000000 Penalty: 3791.187256
	Iteration 32Q: 3 clusters Score -1.1895e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 110012 members 
Entering Unmasked Estep 
Score: -11895059.000000 Penalty: 3791.187256
	Iteration 33Q: 3 clusters Score -1.189506e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 110318 members 
Entering Unmasked Estep 
Score: -11895100.000000 Penalty: 3791.187256
	Iteration 34Q: 3 clusters Score -1.18951e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 110623 members 
Entering Unmasked Estep 
Score: -11895172.000000 Penalty: 3791.187256
	Iteration 35Q: 3 clusters Score -1.189517e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 110899 members 
Entering Unmasked Estep 
Score: -11895212.000000 Penalty: 3791.187256
	Iteration 36Q: 3 clusters Score -1.189521e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 111180 members 
Entering Unmasked Estep 
Score: -11895281.000000 Penalty: 3791.187256
	Iteration 37Q: 3 clusters Score -1.189528e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 111434 members 
Entering Unmasked Estep 
Score: -11895321.000000 Penalty: 3791.187256
	Iteration 38Q: 3 clusters Score -1.189532e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 111679 members 
Entering Unmasked Estep 
Score: -11895383.000000 Penalty: 3791.187256
	Iteration 39Q: 3 clusters Score -1.189538e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 111897 members 
Entering Unmasked Estep 
Score: -11895423.000000 Penalty: 3791.187256
	Iteration 40F: 3 clusters Score -1.189542e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 112071 members 
Entering Unmasked Estep 
Score: -11895425.000000 Penalty: 3791.187256
	Iteration 41Q: 3 clusters Score -1.189542e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 112224 members 
Entering Unmasked Estep 
Score: -11895480.000000 Penalty: 3791.187256
	Iteration 42Q: 3 clusters Score -1.189548e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 112346 members 
Entering Unmasked Estep 
Score: -11895496.000000 Penalty: 3791.187256
	Iteration 43Q: 3 clusters Score -1.18955e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 112441 members 
Entering Unmasked Estep 
Score: -11895514.000000 Penalty: 3791.187256
	Iteration 44Q: 3 clusters Score -1.189551e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 112515 members 
Entering Unmasked Estep 
Score: -11895509.000000 Penalty: 3791.187256
	Iteration 45Q: 3 clusters Score -1.189551e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 112582 members 
Entering Unmasked Estep 
Score: -11895530.000000 Penalty: 3791.187256
	Iteration 46Q: 3 clusters Score -1.189553e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 112644 members 
Entering Unmasked Estep 
Score: -11895530.000000 Penalty: 3791.187256
	Iteration 47Q: 3 clusters Score -1.189553e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 112700 members 
Entering Unmasked Estep 
Score: -11895554.000000 Penalty: 3791.187256
	Iteration 48Q: 3 clusters Score -1.189555e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 112749 members 
Entering Unmasked Estep 
Score: -11895551.000000 Penalty: 3791.187256
	Iteration 49Q: 3 clusters Score -1.189555e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 112807 members 
Entering Unmasked Estep 
Score: -11895579.000000 Penalty: 3791.187256
	Iteration 50Q: 3 clusters Score -1.189558e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 112863 members 
Entering Unmasked Estep 
Score: -11895597.000000 Penalty: 3791.187256
	Iteration 51Q: 3 clusters Score -1.18956e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 112904 members 
Entering Unmasked Estep 
Score: -11895602.000000 Penalty: 3791.187256
	Iteration 52Q: 3 clusters Score -1.18956e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 112947 members 
Entering Unmasked Estep 
Score: -11895584.000000 Penalty: 3791.187256
	Iteration 53Q: 3 clusters Score -1.189558e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 112980 members 
Entering Unmasked Estep 
Score: -11895597.000000 Penalty: 3791.187256
	Iteration 54Q: 3 clusters Score -1.18956e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 113011 members 
Entering Unmasked Estep 
Score: -11895576.000000 Penalty: 3791.187256
	Iteration 55Q: 3 clusters Score -1.189558e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 113043 members 
Entering Unmasked Estep 
Score: -11895572.000000 Penalty: 3791.187256
	Iteration 56Q: 3 clusters Score -1.189557e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 113079 members 
Entering Unmasked Estep 
Score: -11895565.000000 Penalty: 3791.187256
	Iteration 57Q: 3 clusters Score -1.189556e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 113107 members 
Entering Unmasked Estep 
Score: -11895555.000000 Penalty: 3791.187256
	Iteration 58Q: 3 clusters Score -1.189556e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 113133 members 
Entering Unmasked Estep 
Score: -11895570.000000 Penalty: 3791.187256
	Iteration 59Q: 3 clusters Score -1.189557e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 113155 members 
Entering Unmasked Estep 
Score: -11895576.000000 Penalty: 3791.187256
	Iteration 60F: 3 clusters Score -1.189558e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 113180 members 
Entering Unmasked Estep 
Score: -11895585.000000 Penalty: 3791.187256
	Iteration 61Q: 3 clusters Score -1.189558e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 113210 members 
Entering Unmasked Estep 
Score: -11895585.000000 Penalty: 3791.187256
	Iteration 62Q: 3 clusters Score -1.189558e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 113236 members 
Entering Unmasked Estep 
Score: -11895604.000000 Penalty: 3791.187256
	Iteration 63Q: 3 clusters Score -1.18956e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 113265 members 
Entering Unmasked Estep 
Score: -11895609.000000 Penalty: 3791.187256
	Iteration 64Q: 3 clusters Score -1.189561e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 113285 members 
Entering Unmasked Estep 
Score: -11895603.000000 Penalty: 3791.187256
	Iteration 65Q: 3 clusters Score -1.18956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 113302 members 
Entering Unmasked Estep 
Score: -11895596.000000 Penalty: 3791.187256
	Iteration 66Q: 3 clusters Score -1.18956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 113318 members 
Entering Unmasked Estep 
Score: -11895593.000000 Penalty: 3791.187256
	Iteration 67Q: 3 clusters Score -1.189559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 113334 members 
Entering Unmasked Estep 
Score: -11895593.000000 Penalty: 3791.187256
	Iteration 68Q: 3 clusters Score -1.189559e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 113354 members 
Entering Unmasked Estep 
Score: -11895597.000000 Penalty: 3791.187256
	Iteration 69Q: 3 clusters Score -1.18956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 113369 members 
Entering Unmasked Estep 
Score: -11895600.000000 Penalty: 3791.187256
	Iteration 70Q: 3 clusters Score -1.18956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 113381 members 
Entering Unmasked Estep 
Score: -11895602.000000 Penalty: 3791.187256
	Iteration 71Q: 3 clusters Score -1.18956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 113388 members 
Entering Unmasked Estep 
Score: -11895603.000000 Penalty: 3791.187256
	Iteration 72Q: 3 clusters Score -1.18956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 113395 members 
Entering Unmasked Estep 
Score: -11895596.000000 Penalty: 3791.187256
	Iteration 73Q: 3 clusters Score -1.18956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 113402 members 
Entering Unmasked Estep 
Score: -11895601.000000 Penalty: 3791.187256
	Iteration 74Q: 3 clusters Score -1.18956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 113411 members 
Entering Unmasked Estep 
Score: -11895604.000000 Penalty: 3791.187256
	Iteration 75Q: 3 clusters Score -1.18956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 113420 members 
Entering Unmasked Estep 
Score: -11895602.000000 Penalty: 3791.187256
	Iteration 76Q: 3 clusters Score -1.18956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 113428 members 
Entering Unmasked Estep 
Score: -11895617.000000 Penalty: 3791.187256
	Iteration 77Q: 3 clusters Score -1.189562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 113434 members 
Entering Unmasked Estep 
Score: -11895616.000000 Penalty: 3791.187256
	Iteration 78Q: 3 clusters Score -1.189562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 113439 members 
Entering Unmasked Estep 
Score: -11895621.000000 Penalty: 3791.187256
	Iteration 79Q: 3 clusters Score -1.189562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 113444 members 
Entering Unmasked Estep 
Score: -11895620.000000 Penalty: 3791.187256
	Iteration 80F: 3 clusters Score -1.189562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 113451 members 
Entering Unmasked Estep 
Score: -11895621.000000 Penalty: 3791.187256
	Iteration 81Q: 3 clusters Score -1.189562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 113459 members 
Entering Unmasked Estep 
Score: -11895612.000000 Penalty: 3791.187256
	Iteration 82Q: 3 clusters Score -1.189561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 113464 members 
Entering Unmasked Estep 
Score: -11895616.000000 Penalty: 3791.187256
	Iteration 83Q: 3 clusters Score -1.189562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 113473 members 
Entering Unmasked Estep 
Score: -11895625.000000 Penalty: 3791.187256
	Iteration 84Q: 3 clusters Score -1.189562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 113478 members 
Entering Unmasked Estep 
Score: -11895628.000000 Penalty: 3791.187256
	Iteration 85Q: 3 clusters Score -1.189563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 113483 members 
Entering Unmasked Estep 
Score: -11895621.000000 Penalty: 3791.187256
	Iteration 86Q: 3 clusters Score -1.189562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 113491 members 
Entering Unmasked Estep 
Score: -11895629.000000 Penalty: 3791.187256
	Iteration 87Q: 3 clusters Score -1.189563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 113500 members 
Entering Unmasked Estep 
Score: -11895625.000000 Penalty: 3791.187256
	Iteration 88Q: 3 clusters Score -1.189562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 113506 members 
Entering Unmasked Estep 
Score: -11895617.000000 Penalty: 3791.187256
	Iteration 89Q: 3 clusters Score -1.189562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 113513 members 
Entering Unmasked Estep 
Score: -11895630.000000 Penalty: 3791.187256
	Iteration 90Q: 3 clusters Score -1.189563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 113518 members 
Entering Unmasked Estep 
Score: -11895633.000000 Penalty: 3791.187256
	Iteration 91Q: 3 clusters Score -1.189563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 113521 members 
Entering Unmasked Estep 
Score: -11895637.000000 Penalty: 3791.187256
	Iteration 92Q: 3 clusters Score -1.189564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 113526 members 
Entering Unmasked Estep 
Score: -11895633.000000 Penalty: 3791.187256
	Iteration 93Q: 3 clusters Score -1.189563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 113529 members 
Entering Unmasked Estep 
Score: -11895640.000000 Penalty: 3791.187256
	Iteration 94Q: 3 clusters Score -1.189564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 113534 members 
Entering Unmasked Estep 
Score: -11895644.000000 Penalty: 3791.187256
	Iteration 95Q: 3 clusters Score -1.189564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 113541 members 
Entering Unmasked Estep 
Score: -11895632.000000 Penalty: 3791.187256
	Iteration 96Q: 3 clusters Score -1.189563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 113553 members 
Entering Unmasked Estep 
Score: -11895644.000000 Penalty: 3791.187256
	Iteration 97Q: 3 clusters Score -1.189564e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 113567 members 
Entering Unmasked Estep 
Score: -11895634.000000 Penalty: 3791.187256
	Iteration 98Q: 3 clusters Score -1.189563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 113577 members 
Entering Unmasked Estep 
Score: -11895641.000000 Penalty: 3791.187256
	Iteration 99Q: 3 clusters Score -1.189564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 113584 members 
Entering Unmasked Estep 
Score: -11895641.000000 Penalty: 3791.187256
	Iteration 100F: 3 clusters Score -1.189564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 113593 members 
Entering Unmasked Estep 
Score: -11895635.000000 Penalty: 3791.187256
	Iteration 101Q: 3 clusters Score -1.189564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 113599 members 
Entering Unmasked Estep 
Score: -11895620.000000 Penalty: 3791.187256
	Iteration 102Q: 3 clusters Score -1.189562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 113609 members 
Entering Unmasked Estep 
Score: -11895624.000000 Penalty: 3791.187256
	Iteration 103Q: 3 clusters Score -1.189562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 113616 members 
Entering Unmasked Estep 
Score: -11895622.000000 Penalty: 3791.187256
	Iteration 104Q: 3 clusters Score -1.189562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 113621 members 
Entering Unmasked Estep 
Score: -11895623.000000 Penalty: 3791.187256
	Iteration 105Q: 3 clusters Score -1.189562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 113623 members 
Entering Unmasked Estep 
Score: -11895625.000000 Penalty: 3791.187256
	Iteration 106Q: 3 clusters Score -1.189562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 113624 members 
Entering Unmasked Estep 
Score: -11895625.000000 Penalty: 3791.187256
	Iteration 107Q: 3 clusters Score -1.189562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 113626 members 
Entering Unmasked Estep 
Score: -11895625.000000 Penalty: 3791.187256
	Iteration 108Q: 3 clusters Score -1.189562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 113627 members 
Entering Unmasked Estep 
Score: -11895634.000000 Penalty: 3791.187256
	Iteration 109Q: 3 clusters Score -1.189563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 113627 members 
Entering Unmasked Estep 
Score: -11895634.000000 Penalty: 3791.187256
	Iteration 110F: 3 clusters Score -1.189563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (167183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167183 members 
Entering Unmasked Estep 
Score: -16930150.000000 Penalty: 1954.362183
	Iteration 0F: 2 clusters Score -1.693015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83286 members 
Mstep: Class 2 contains 83897 members 
Entering Unmasked Estep 
Score: -16819420.000000 Penalty: 3908.724365
	Iteration 0F: 3 clusters Score -1.681942e+07 nChanged 80766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76384 members 
Mstep: Class 2 contains 90799 members 
Entering Unmasked Estep 
Score: -16867278.000000 Penalty: 3908.724365
	Iteration 1F: 3 clusters Score -1.686728e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71889 members 
Mstep: Class 2 contains 95294 members 
Entering Unmasked Estep 
Score: -16869012.000000 Penalty: 3908.724365
	Iteration 2Q: 3 clusters Score -1.686901e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64949 members 
Mstep: Class 2 contains 102234 members 
Entering Unmasked Estep 
Score: -16872482.000000 Penalty: 3908.724365
	Iteration 3Q: 3 clusters Score -1.687248e+07 nChanged 10999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 112547 members 
Entering Unmasked Estep 
Score: -16879260.000000 Penalty: 3908.724365
	Iteration 4F: 3 clusters Score -1.687926e+07 nChanged 14460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 126565 members 
Entering Unmasked Estep 
Score: -16891112.000000 Penalty: 3908.724365
	Iteration 5F: 3 clusters Score -1.689111e+07 nChanged 15861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 142100 members 
Entering Unmasked Estep 
Score: -16906724.000000 Penalty: 3908.724365
	Iteration 6F: 3 clusters Score -1.690672e+07 nChanged 12492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 154406 members 
Entering Unmasked Estep 
Score: -16919238.000000 Penalty: 3908.724365
	Iteration 7F: 3 clusters Score -1.691924e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 161115 members 
Entering Unmasked Estep 
Score: -16925834.000000 Penalty: 3908.724365
	Iteration 8Q: 3 clusters Score -1.692583e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 163886 members 
Entering Unmasked Estep 
Score: -16928254.000000 Penalty: 3908.724365
	Iteration 9Q: 3 clusters Score -1.692825e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 164945 members 
Entering Unmasked Estep 
Score: -16928888.000000 Penalty: 3908.724365
	Iteration 10Q: 3 clusters Score -1.692889e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 165452 members 
Entering Unmasked Estep 
Score: -16929214.000000 Penalty: 3908.724365
	Iteration 11Q: 3 clusters Score -1.692921e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 165717 members 
Entering Unmasked Estep 
Score: -16929334.000000 Penalty: 3908.724365
	Iteration 12Q: 3 clusters Score -1.692933e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 165888 members 
Entering Unmasked Estep 
Score: -16929434.000000 Penalty: 3908.724365
	Iteration 13Q: 3 clusters Score -1.692943e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 165990 members 
Entering Unmasked Estep 
Score: -16929442.000000 Penalty: 3908.724365
	Iteration 14Q: 3 clusters Score -1.692944e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 166062 members 
Entering Unmasked Estep 
Score: -16929386.000000 Penalty: 3908.724365
	Iteration 15Q: 3 clusters Score -1.692939e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 166112 members 
Entering Unmasked Estep 
Score: -16929394.000000 Penalty: 3908.724365
	Iteration 16Q: 3 clusters Score -1.692939e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 166152 members 
Entering Unmasked Estep 
Score: -16929396.000000 Penalty: 3908.724365
	Iteration 17Q: 3 clusters Score -1.69294e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 166178 members 
Entering Unmasked Estep 
Score: -16929404.000000 Penalty: 3908.724365
	Iteration 18Q: 3 clusters Score -1.69294e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 166196 members 
Entering Unmasked Estep 
Score: -16929394.000000 Penalty: 3908.724365
	Iteration 19Q: 3 clusters Score -1.692939e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 166210 members 
Entering Unmasked Estep 
Score: -16929398.000000 Penalty: 3908.724365
	Iteration 20F: 3 clusters Score -1.69294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 166218 members 
Entering Unmasked Estep 
Score: -16929386.000000 Penalty: 3908.724365
	Iteration 21Q: 3 clusters Score -1.692939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 166225 members 
Entering Unmasked Estep 
Score: -16929386.000000 Penalty: 3908.724365
	Iteration 22Q: 3 clusters Score -1.692939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 166229 members 
Entering Unmasked Estep 
Score: -16929386.000000 Penalty: 3908.724365
	Iteration 23Q: 3 clusters Score -1.692939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 166229 members 
Entering Unmasked Estep 
Score: -16929384.000000 Penalty: 3908.724365
	Iteration 24Q: 3 clusters Score -1.692938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 166228 members 
Entering Unmasked Estep 
Score: -16929378.000000 Penalty: 3908.724365
	Iteration 25Q: 3 clusters Score -1.692938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 166228 members 
Entering Unmasked Estep 
Score: -16929378.000000 Penalty: 3908.724365
	Iteration 26F: 3 clusters Score -1.692938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (79904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Entering Unmasked Estep 
Score: -8043016.000000 Penalty: 1834.394409
	Iteration 0F: 2 clusters Score -8043016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -7989446.000000 Penalty: 3668.788818
	Iteration 0F: 3 clusters Score -7989446 nChanged 37941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -8011290.000000 Penalty: 3668.788818
	Iteration 1F: 3 clusters Score -8011290 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -8012432.500000 Penalty: 3668.788818
	Iteration 2Q: 3 clusters Score -8012432 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -8014351.000000 Penalty: 3668.788818
	Iteration 3Q: 3 clusters Score -8014351 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -8017518.000000 Penalty: 3668.788818
	Iteration 4F: 3 clusters Score -8017518 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -8022261.500000 Penalty: 3668.788818
	Iteration 5F: 3 clusters Score -8022262 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -8028362.500000 Penalty: 3668.788818
	Iteration 6F: 3 clusters Score -8028362 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 54929 members 
Entering Unmasked Estep 
Score: -8034184.500000 Penalty: 3668.788818
	Iteration 7F: 3 clusters Score -8034184 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 56891 members 
Entering Unmasked Estep 
Score: -8037561.500000 Penalty: 3668.788818
	Iteration 8F: 3 clusters Score -8037562 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 58247 members 
Entering Unmasked Estep 
Score: -8039135.000000 Penalty: 3668.788818
	Iteration 9Q: 3 clusters Score -8039135 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -8040004.000000 Penalty: 3668.788818
	Iteration 10Q: 3 clusters Score -8040004 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 60178 members 
Entering Unmasked Estep 
Score: -8040552.000000 Penalty: 3668.788818
	Iteration 11Q: 3 clusters Score -8040552 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
Score: -8040997.500000 Penalty: 3668.788818
	Iteration 12Q: 3 clusters Score -8040998 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 61774 members 
Entering Unmasked Estep 
Score: -8041316.000000 Penalty: 3668.788818
	Iteration 13Q: 3 clusters Score -8041316 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 62502 members 
Entering Unmasked Estep 
Score: -8041577.000000 Penalty: 3668.788818
	Iteration 14Q: 3 clusters Score -8041577 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -8041765.000000 Penalty: 3668.788818
	Iteration 15Q: 3 clusters Score -8041765 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 63731 members 
Entering Unmasked Estep 
Score: -8041900.000000 Penalty: 3668.788818
	Iteration 16Q: 3 clusters Score -8041900 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 64288 members 
Entering Unmasked Estep 
Score: -8042035.500000 Penalty: 3668.788818
	Iteration 17Q: 3 clusters Score -8042036 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 64799 members 
Entering Unmasked Estep 
Score: -8042153.000000 Penalty: 3668.788818
	Iteration 18Q: 3 clusters Score -8042153 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -8042253.500000 Penalty: 3668.788818
	Iteration 19Q: 3 clusters Score -8042254 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 65622 members 
Entering Unmasked Estep 
Score: -8042331.000000 Penalty: 3668.788818
	Iteration 20F: 3 clusters Score -8042331 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 65984 members 
Entering Unmasked Estep 
Score: -8042370.000000 Penalty: 3668.788818
	Iteration 21Q: 3 clusters Score -8042370 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -8042420.500000 Penalty: 3668.788818
	Iteration 22Q: 3 clusters Score -8042420 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 66581 members 
Entering Unmasked Estep 
Score: -8042487.000000 Penalty: 3668.788818
	Iteration 23Q: 3 clusters Score -8042487 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -8042509.500000 Penalty: 3668.788818
	Iteration 24Q: 3 clusters Score -8042510 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 67127 members 
Entering Unmasked Estep 
Score: -8042545.000000 Penalty: 3668.788818
	Iteration 25Q: 3 clusters Score -8042545 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 67393 members 
Entering Unmasked Estep 
Score: -8042594.500000 Penalty: 3668.788818
	Iteration 26Q: 3 clusters Score -8042594 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 67655 members 
Entering Unmasked Estep 
Score: -8042601.500000 Penalty: 3668.788818
	Iteration 27Q: 3 clusters Score -8042602 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
Score: -8042626.500000 Penalty: 3668.788818
	Iteration 28Q: 3 clusters Score -8042626 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 68149 members 
Entering Unmasked Estep 
Score: -8042668.500000 Penalty: 3668.788818
	Iteration 29Q: 3 clusters Score -8042668 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 68383 members 
Entering Unmasked Estep 
Score: -8042712.000000 Penalty: 3668.788818
	Iteration 30Q: 3 clusters Score -8042712 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 68594 members 
Entering Unmasked Estep 
Score: -8042743.000000 Penalty: 3668.788818
	Iteration 31Q: 3 clusters Score -8042743 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 68776 members 
Entering Unmasked Estep 
Score: -8042774.500000 Penalty: 3668.788818
	Iteration 32Q: 3 clusters Score -8042774 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 68946 members 
Entering Unmasked Estep 
Score: -8042760.500000 Penalty: 3668.788818
	Iteration 33Q: 3 clusters Score -8042760 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 69095 members 
Entering Unmasked Estep 
Score: -8042774.000000 Penalty: 3668.788818
	Iteration 34Q: 3 clusters Score -8042774 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 69223 members 
Entering Unmasked Estep 
Score: -8042810.000000 Penalty: 3668.788818
	Iteration 35Q: 3 clusters Score -8042810 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 69331 members 
Entering Unmasked Estep 
Score: -8042829.500000 Penalty: 3668.788818
	Iteration 36Q: 3 clusters Score -8042830 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 69428 members 
Entering Unmasked Estep 
Score: -8042826.500000 Penalty: 3668.788818
	Iteration 37Q: 3 clusters Score -8042826 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -8042832.500000 Penalty: 3668.788818
	Iteration 38Q: 3 clusters Score -8042832 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 69581 members 
Entering Unmasked Estep 
Score: -8042838.500000 Penalty: 3668.788818
	Iteration 39Q: 3 clusters Score -8042838 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 69651 members 
Entering Unmasked Estep 
Score: -8042855.000000 Penalty: 3668.788818
	Iteration 40F: 3 clusters Score -8042855 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 69718 members 
Entering Unmasked Estep 
Score: -8042849.000000 Penalty: 3668.788818
	Iteration 41Q: 3 clusters Score -8042849 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -8042841.000000 Penalty: 3668.788818
	Iteration 42Q: 3 clusters Score -8042841 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 69842 members 
Entering Unmasked Estep 
Score: -8042860.500000 Penalty: 3668.788818
	Iteration 43Q: 3 clusters Score -8042860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 69895 members 
Entering Unmasked Estep 
Score: -8042862.000000 Penalty: 3668.788818
	Iteration 44Q: 3 clusters Score -8042862 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 69949 members 
Entering Unmasked Estep 
Score: -8042868.000000 Penalty: 3668.788818
	Iteration 45Q: 3 clusters Score -8042868 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 70008 members 
Entering Unmasked Estep 
Score: -8042875.500000 Penalty: 3668.788818
	Iteration 46Q: 3 clusters Score -8042876 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 70069 members 
Entering Unmasked Estep 
Score: -8042889.000000 Penalty: 3668.788818
	Iteration 47Q: 3 clusters Score -8042889 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 70130 members 
Entering Unmasked Estep 
Score: -8042897.000000 Penalty: 3668.788818
	Iteration 48Q: 3 clusters Score -8042897 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 70187 members 
Entering Unmasked Estep 
Score: -8042907.500000 Penalty: 3668.788818
	Iteration 49Q: 3 clusters Score -8042908 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 70237 members 
Entering Unmasked Estep 
Score: -8042899.000000 Penalty: 3668.788818
	Iteration 50Q: 3 clusters Score -8042899 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 70298 members 
Entering Unmasked Estep 
Score: -8042929.000000 Penalty: 3668.788818
	Iteration 51Q: 3 clusters Score -8042929 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 70361 members 
Entering Unmasked Estep 
Score: -8042920.000000 Penalty: 3668.788818
	Iteration 52Q: 3 clusters Score -8042920 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 70417 members 
Entering Unmasked Estep 
Score: -8042930.000000 Penalty: 3668.788818
	Iteration 53Q: 3 clusters Score -8042930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 70468 members 
Entering Unmasked Estep 
Score: -8042924.500000 Penalty: 3668.788818
	Iteration 54Q: 3 clusters Score -8042924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -8042921.500000 Penalty: 3668.788818
	Iteration 55Q: 3 clusters Score -8042922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 70547 members 
Entering Unmasked Estep 
Score: -8042932.500000 Penalty: 3668.788818
	Iteration 56Q: 3 clusters Score -8042932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 70587 members 
Entering Unmasked Estep 
Score: -8042926.000000 Penalty: 3668.788818
	Iteration 57Q: 3 clusters Score -8042926 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 70623 members 
Entering Unmasked Estep 
Score: -8042934.500000 Penalty: 3668.788818
	Iteration 58Q: 3 clusters Score -8042934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 70648 members 
Entering Unmasked Estep 
Score: -8042951.500000 Penalty: 3668.788818
	Iteration 59Q: 3 clusters Score -8042952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 70674 members 
Entering Unmasked Estep 
Score: -8042955.000000 Penalty: 3668.788818
	Iteration 60F: 3 clusters Score -8042955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
Score: -8042943.000000 Penalty: 3668.788818
	Iteration 61Q: 3 clusters Score -8042943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 70722 members 
Entering Unmasked Estep 
Score: -8042940.500000 Penalty: 3668.788818
	Iteration 62Q: 3 clusters Score -8042940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 70744 members 
Entering Unmasked Estep 
Score: -8042929.000000 Penalty: 3668.788818
	Iteration 63Q: 3 clusters Score -8042929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 70763 members 
Entering Unmasked Estep 
Score: -8042936.000000 Penalty: 3668.788818
	Iteration 64Q: 3 clusters Score -8042936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 70775 members 
Entering Unmasked Estep 
Score: -8042932.500000 Penalty: 3668.788818
	Iteration 65Q: 3 clusters Score -8042932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 70789 members 
Entering Unmasked Estep 
Score: -8042938.000000 Penalty: 3668.788818
	Iteration 66Q: 3 clusters Score -8042938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 70804 members 
Entering Unmasked Estep 
Score: -8042926.500000 Penalty: 3668.788818
	Iteration 67Q: 3 clusters Score -8042926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 70817 members 
Entering Unmasked Estep 
Score: -8042929.000000 Penalty: 3668.788818
	Iteration 68Q: 3 clusters Score -8042929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 70827 members 
Entering Unmasked Estep 
Score: -8042926.000000 Penalty: 3668.788818
	Iteration 69Q: 3 clusters Score -8042926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 70840 members 
Entering Unmasked Estep 
Score: -8042929.000000 Penalty: 3668.788818
	Iteration 70Q: 3 clusters Score -8042929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 70852 members 
Entering Unmasked Estep 
Score: -8042930.000000 Penalty: 3668.788818
	Iteration 71Q: 3 clusters Score -8042930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 70860 members 
Entering Unmasked Estep 
Score: -8042929.500000 Penalty: 3668.788818
	Iteration 72Q: 3 clusters Score -8042930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 70866 members 
Entering Unmasked Estep 
Score: -8042928.000000 Penalty: 3668.788818
	Iteration 73Q: 3 clusters Score -8042928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -8042921.000000 Penalty: 3668.788818
	Iteration 74Q: 3 clusters Score -8042921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 70871 members 
Entering Unmasked Estep 
Score: -8042923.000000 Penalty: 3668.788818
	Iteration 75Q: 3 clusters Score -8042923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 70874 members 
Entering Unmasked Estep 
Score: -8042921.500000 Penalty: 3668.788818
	Iteration 76Q: 3 clusters Score -8042922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 70877 members 
Entering Unmasked Estep 
Score: -8042918.500000 Penalty: 3668.788818
	Iteration 77Q: 3 clusters Score -8042918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 70881 members 
Entering Unmasked Estep 
Score: -8042920.500000 Penalty: 3668.788818
	Iteration 78Q: 3 clusters Score -8042920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 70885 members 
Entering Unmasked Estep 
Score: -8042926.000000 Penalty: 3668.788818
	Iteration 79Q: 3 clusters Score -8042926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 70888 members 
Entering Unmasked Estep 
Score: -8042925.500000 Penalty: 3668.788818
	Iteration 80F: 3 clusters Score -8042926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (230148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230148 members 
Entering Unmasked Estep 
Score: -23519564.000000 Penalty: 2006.302612
	Iteration 0F: 2 clusters Score -2.351956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114874 members 
Mstep: Class 2 contains 115274 members 
Entering Unmasked Estep 
Score: -23395214.000000 Penalty: 4012.605225
	Iteration 0F: 3 clusters Score -2.339521e+07 nChanged 111558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111016 members 
Mstep: Class 2 contains 119132 members 
Entering Unmasked Estep 
Score: -23461782.000000 Penalty: 4012.605225
	Iteration 1F: 3 clusters Score -2.346178e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109988 members 
Mstep: Class 2 contains 120160 members 
Entering Unmasked Estep 
Score: -23463736.000000 Penalty: 4012.605225
	Iteration 2Q: 3 clusters Score -2.346374e+07 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108686 members 
Mstep: Class 2 contains 121462 members 
Entering Unmasked Estep 
Score: -23466750.000000 Penalty: 4012.605225
	Iteration 3Q: 3 clusters Score -2.346675e+07 nChanged 10630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107420 members 
Mstep: Class 2 contains 122728 members 
Entering Unmasked Estep 
Score: -23471642.000000 Penalty: 4012.605225
	Iteration 4Q: 3 clusters Score -2.347164e+07 nChanged 13123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106265 members 
Mstep: Class 2 contains 123883 members 
Entering Unmasked Estep 
Score: -23478694.000000 Penalty: 4012.605225
	Iteration 5F: 3 clusters Score -2.347869e+07 nChanged 14932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105437 members 
Mstep: Class 2 contains 124711 members 
Entering Unmasked Estep 
Score: -23487614.000000 Penalty: 4012.605225
	Iteration 6F: 3 clusters Score -2.348761e+07 nChanged 15735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104784 members 
Mstep: Class 2 contains 125364 members 
Entering Unmasked Estep 
Score: -23497058.000000 Penalty: 4012.605225
	Iteration 7F: 3 clusters Score -2.349706e+07 nChanged 14627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104559 members 
Mstep: Class 2 contains 125589 members 
Entering Unmasked Estep 
Score: -23504554.000000 Penalty: 4012.605225
	Iteration 8F: 3 clusters Score -2.350455e+07 nChanged 11796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104257 members 
Mstep: Class 2 contains 125891 members 
Entering Unmasked Estep 
Score: -23508258.000000 Penalty: 4012.605225
	Iteration 9F: 3 clusters Score -2.350826e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103917 members 
Mstep: Class 2 contains 126231 members 
Entering Unmasked Estep 
Score: -23509552.000000 Penalty: 4012.605225
	Iteration 10Q: 3 clusters Score -2.350955e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103450 members 
Mstep: Class 2 contains 126698 members 
Entering Unmasked Estep 
Score: -23510026.000000 Penalty: 4012.605225
	Iteration 11Q: 3 clusters Score -2.351003e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102829 members 
Mstep: Class 2 contains 127319 members 
Entering Unmasked Estep 
Score: -23510172.000000 Penalty: 4012.605225
	Iteration 12Q: 3 clusters Score -2.351017e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102034 members 
Mstep: Class 2 contains 128114 members 
Entering Unmasked Estep 
Score: -23510232.000000 Penalty: 4012.605225
	Iteration 13Q: 3 clusters Score -2.351023e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101181 members 
Mstep: Class 2 contains 128967 members 
Entering Unmasked Estep 
Score: -23510158.000000 Penalty: 4012.605225
	Iteration 14Q: 3 clusters Score -2.351016e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100287 members 
Mstep: Class 2 contains 129861 members 
Entering Unmasked Estep 
Score: -23510212.000000 Penalty: 4012.605225
	Iteration 15Q: 3 clusters Score -2.351021e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99407 members 
Mstep: Class 2 contains 130741 members 
Entering Unmasked Estep 
Score: -23510334.000000 Penalty: 4012.605225
	Iteration 16Q: 3 clusters Score -2.351033e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98488 members 
Mstep: Class 2 contains 131660 members 
Entering Unmasked Estep 
Score: -23510424.000000 Penalty: 4012.605225
	Iteration 17Q: 3 clusters Score -2.351042e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97477 members 
Mstep: Class 2 contains 132671 members 
Entering Unmasked Estep 
Score: -23510482.000000 Penalty: 4012.605225
	Iteration 18Q: 3 clusters Score -2.351048e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96411 members 
Mstep: Class 2 contains 133737 members 
Entering Unmasked Estep 
Score: -23510530.000000 Penalty: 4012.605225
	Iteration 19Q: 3 clusters Score -2.351053e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95363 members 
Mstep: Class 2 contains 134785 members 
Entering Unmasked Estep 
Score: -23510690.000000 Penalty: 4012.605225
	Iteration 20F: 3 clusters Score -2.351069e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94319 members 
Mstep: Class 2 contains 135829 members 
Entering Unmasked Estep 
Score: -23510714.000000 Penalty: 4012.605225
	Iteration 21Q: 3 clusters Score -2.351071e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93334 members 
Mstep: Class 2 contains 136814 members 
Entering Unmasked Estep 
Score: -23510844.000000 Penalty: 4012.605225
	Iteration 22Q: 3 clusters Score -2.351084e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92382 members 
Mstep: Class 2 contains 137766 members 
Entering Unmasked Estep 
Score: -23510980.000000 Penalty: 4012.605225
	Iteration 23Q: 3 clusters Score -2.351098e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91404 members 
Mstep: Class 2 contains 138744 members 
Entering Unmasked Estep 
Score: -23511144.000000 Penalty: 4012.605225
	Iteration 24Q: 3 clusters Score -2.351114e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90403 members 
Mstep: Class 2 contains 139745 members 
Entering Unmasked Estep 
Score: -23511276.000000 Penalty: 4012.605225
	Iteration 25Q: 3 clusters Score -2.351128e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89421 members 
Mstep: Class 2 contains 140727 members 
Entering Unmasked Estep 
Score: -23511474.000000 Penalty: 4012.605225
	Iteration 26Q: 3 clusters Score -2.351147e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88528 members 
Mstep: Class 2 contains 141620 members 
Entering Unmasked Estep 
Score: -23511618.000000 Penalty: 4012.605225
	Iteration 27Q: 3 clusters Score -2.351162e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 142475 members 
Entering Unmasked Estep 
Score: -23511812.000000 Penalty: 4012.605225
	Iteration 28Q: 3 clusters Score -2.351181e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86878 members 
Mstep: Class 2 contains 143270 members 
Entering Unmasked Estep 
Score: -23511898.000000 Penalty: 4012.605225
	Iteration 29Q: 3 clusters Score -2.35119e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86252 members 
Mstep: Class 2 contains 143896 members 
Entering Unmasked Estep 
Score: -23511980.000000 Penalty: 4012.605225
	Iteration 30Q: 3 clusters Score -2.351198e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85714 members 
Mstep: Class 2 contains 144434 members 
Entering Unmasked Estep 
Score: -23511992.000000 Penalty: 4012.605225
	Iteration 31Q: 3 clusters Score -2.351199e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85224 members 
Mstep: Class 2 contains 144924 members 
Entering Unmasked Estep 
Score: -23512030.000000 Penalty: 4012.605225
	Iteration 32Q: 3 clusters Score -2.351203e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84801 members 
Mstep: Class 2 contains 145347 members 
Entering Unmasked Estep 
Score: -23512104.000000 Penalty: 4012.605225
	Iteration 33Q: 3 clusters Score -2.35121e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84531 members 
Mstep: Class 2 contains 145617 members 
Entering Unmasked Estep 
Score: -23512278.000000 Penalty: 4012.605225
	Iteration 34Q: 3 clusters Score -2.351228e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84306 members 
Mstep: Class 2 contains 145842 members 
Entering Unmasked Estep 
Score: -23512266.000000 Penalty: 4012.605225
	Iteration 35Q: 3 clusters Score -2.351227e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84145 members 
Mstep: Class 2 contains 146003 members 
Entering Unmasked Estep 
Score: -23512322.000000 Penalty: 4012.605225
	Iteration 36Q: 3 clusters Score -2.351232e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83996 members 
Mstep: Class 2 contains 146152 members 
Entering Unmasked Estep 
Score: -23512442.000000 Penalty: 4012.605225
	Iteration 37Q: 3 clusters Score -2.351244e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83920 members 
Mstep: Class 2 contains 146228 members 
Entering Unmasked Estep 
Score: -23512540.000000 Penalty: 4012.605225
	Iteration 38Q: 3 clusters Score -2.351254e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83855 members 
Mstep: Class 2 contains 146293 members 
Entering Unmasked Estep 
Score: -23512572.000000 Penalty: 4012.605225
	Iteration 39Q: 3 clusters Score -2.351257e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83825 members 
Mstep: Class 2 contains 146323 members 
Entering Unmasked Estep 
Score: -23512642.000000 Penalty: 4012.605225
	Iteration 40F: 3 clusters Score -2.351264e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83834 members 
Mstep: Class 2 contains 146314 members 
Entering Unmasked Estep 
Score: -23512718.000000 Penalty: 4012.605225
	Iteration 41Q: 3 clusters Score -2.351272e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83855 members 
Mstep: Class 2 contains 146293 members 
Entering Unmasked Estep 
Score: -23512860.000000 Penalty: 4012.605225
	Iteration 42Q: 3 clusters Score -2.351286e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83838 members 
Mstep: Class 2 contains 146310 members 
Entering Unmasked Estep 
Score: -23512934.000000 Penalty: 4012.605225
	Iteration 43Q: 3 clusters Score -2.351293e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83815 members 
Mstep: Class 2 contains 146333 members 
Entering Unmasked Estep 
Score: -23512976.000000 Penalty: 4012.605225
	Iteration 44Q: 3 clusters Score -2.351298e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83859 members 
Mstep: Class 2 contains 146289 members 
Entering Unmasked Estep 
Score: -23512974.000000 Penalty: 4012.605225
	Iteration 45Q: 3 clusters Score -2.351297e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 146237 members 
Entering Unmasked Estep 
Score: -23512862.000000 Penalty: 4012.605225
	Iteration 46Q: 3 clusters Score -2.351286e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83950 members 
Mstep: Class 2 contains 146198 members 
Entering Unmasked Estep 
Score: -23513004.000000 Penalty: 4012.605225
	Iteration 47Q: 3 clusters Score -2.3513e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83968 members 
Mstep: Class 2 contains 146180 members 
Entering Unmasked Estep 
Score: -23513044.000000 Penalty: 4012.605225
	Iteration 48Q: 3 clusters Score -2.351304e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83950 members 
Mstep: Class 2 contains 146198 members 
Entering Unmasked Estep 
Score: -23513090.000000 Penalty: 4012.605225
	Iteration 49Q: 3 clusters Score -2.351309e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83931 members 
Mstep: Class 2 contains 146217 members 
Entering Unmasked Estep 
Score: -23512976.000000 Penalty: 4012.605225
	Iteration 50Q: 3 clusters Score -2.351298e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83857 members 
Mstep: Class 2 contains 146291 members 
Entering Unmasked Estep 
Score: -23513018.000000 Penalty: 4012.605225
	Iteration 51Q: 3 clusters Score -2.351302e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83788 members 
Mstep: Class 2 contains 146360 members 
Entering Unmasked Estep 
Score: -23512966.000000 Penalty: 4012.605225
	Iteration 52Q: 3 clusters Score -2.351297e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83754 members 
Mstep: Class 2 contains 146394 members 
Entering Unmasked Estep 
Score: -23513144.000000 Penalty: 4012.605225
	Iteration 53Q: 3 clusters Score -2.351314e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83767 members 
Mstep: Class 2 contains 146381 members 
Entering Unmasked Estep 
Score: -23513054.000000 Penalty: 4012.605225
	Iteration 54Q: 3 clusters Score -2.351305e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 146304 members 
Entering Unmasked Estep 
Score: -23512960.000000 Penalty: 4012.605225
	Iteration 55Q: 3 clusters Score -2.351296e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83955 members 
Mstep: Class 2 contains 146193 members 
Entering Unmasked Estep 
Score: -23512960.000000 Penalty: 4012.605225
	Iteration 56Q: 3 clusters Score -2.351296e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84058 members 
Mstep: Class 2 contains 146090 members 
Entering Unmasked Estep 
Score: -23513004.000000 Penalty: 4012.605225
	Iteration 57Q: 3 clusters Score -2.3513e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84180 members 
Mstep: Class 2 contains 145968 members 
Entering Unmasked Estep 
Score: -23512950.000000 Penalty: 4012.605225
	Iteration 58Q: 3 clusters Score -2.351295e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84296 members 
Mstep: Class 2 contains 145852 members 
Entering Unmasked Estep 
Score: -23512922.000000 Penalty: 4012.605225
	Iteration 59Q: 3 clusters Score -2.351292e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84456 members 
Mstep: Class 2 contains 145692 members 
Entering Unmasked Estep 
Score: -23512790.000000 Penalty: 4012.605225
	Iteration 60F: 3 clusters Score -2.351279e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84575 members 
Mstep: Class 2 contains 145573 members 
Entering Unmasked Estep 
Score: -23512714.000000 Penalty: 4012.605225
	Iteration 61Q: 3 clusters Score -2.351271e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84718 members 
Mstep: Class 2 contains 145430 members 
Entering Unmasked Estep 
Score: -23512758.000000 Penalty: 4012.605225
	Iteration 62Q: 3 clusters Score -2.351276e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84875 members 
Mstep: Class 2 contains 145273 members 
Entering Unmasked Estep 
Score: -23512786.000000 Penalty: 4012.605225
	Iteration 63Q: 3 clusters Score -2.351279e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85021 members 
Mstep: Class 2 contains 145127 members 
Entering Unmasked Estep 
Score: -23512832.000000 Penalty: 4012.605225
	Iteration 64Q: 3 clusters Score -2.351283e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85110 members 
Mstep: Class 2 contains 145038 members 
Entering Unmasked Estep 
Score: -23512838.000000 Penalty: 4012.605225
	Iteration 65Q: 3 clusters Score -2.351284e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85174 members 
Mstep: Class 2 contains 144974 members 
Entering Unmasked Estep 
Score: -23512872.000000 Penalty: 4012.605225
	Iteration 66Q: 3 clusters Score -2.351287e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85239 members 
Mstep: Class 2 contains 144909 members 
Entering Unmasked Estep 
Score: -23512880.000000 Penalty: 4012.605225
	Iteration 67Q: 3 clusters Score -2.351288e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85300 members 
Mstep: Class 2 contains 144848 members 
Entering Unmasked Estep 
Score: -23512952.000000 Penalty: 4012.605225
	Iteration 68Q: 3 clusters Score -2.351295e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85319 members 
Mstep: Class 2 contains 144829 members 
Entering Unmasked Estep 
Score: -23512898.000000 Penalty: 4012.605225
	Iteration 69Q: 3 clusters Score -2.35129e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85368 members 
Mstep: Class 2 contains 144780 members 
Entering Unmasked Estep 
Score: -23512964.000000 Penalty: 4012.605225
	Iteration 70Q: 3 clusters Score -2.351296e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85404 members 
Mstep: Class 2 contains 144744 members 
Entering Unmasked Estep 
Score: -23513034.000000 Penalty: 4012.605225
	Iteration 71Q: 3 clusters Score -2.351303e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85421 members 
Mstep: Class 2 contains 144727 members 
Entering Unmasked Estep 
Score: -23513058.000000 Penalty: 4012.605225
	Iteration 72Q: 3 clusters Score -2.351306e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85431 members 
Mstep: Class 2 contains 144717 members 
Entering Unmasked Estep 
Score: -23513066.000000 Penalty: 4012.605225
	Iteration 73Q: 3 clusters Score -2.351307e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85436 members 
Mstep: Class 2 contains 144712 members 
Entering Unmasked Estep 
Score: -23513094.000000 Penalty: 4012.605225
	Iteration 74Q: 3 clusters Score -2.351309e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85391 members 
Mstep: Class 2 contains 144757 members 
Entering Unmasked Estep 
Score: -23513108.000000 Penalty: 4012.605225
	Iteration 75Q: 3 clusters Score -2.351311e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85332 members 
Mstep: Class 2 contains 144816 members 
Entering Unmasked Estep 
Score: -23513158.000000 Penalty: 4012.605225
	Iteration 76Q: 3 clusters Score -2.351316e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85289 members 
Mstep: Class 2 contains 144859 members 
Entering Unmasked Estep 
Score: -23513234.000000 Penalty: 4012.605225
	Iteration 77Q: 3 clusters Score -2.351323e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85269 members 
Mstep: Class 2 contains 144879 members 
Entering Unmasked Estep 
Score: -23513242.000000 Penalty: 4012.605225
	Iteration 78Q: 3 clusters Score -2.351324e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85286 members 
Mstep: Class 2 contains 144862 members 
Entering Unmasked Estep 
Score: -23513278.000000 Penalty: 4012.605225
	Iteration 79Q: 3 clusters Score -2.351328e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85299 members 
Mstep: Class 2 contains 144849 members 
Entering Unmasked Estep 
Score: -23513318.000000 Penalty: 4012.605225
	Iteration 80F: 3 clusters Score -2.351332e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85284 members 
Mstep: Class 2 contains 144864 members 
Entering Unmasked Estep 
Score: -23513376.000000 Penalty: 4012.605225
	Iteration 81Q: 3 clusters Score -2.351338e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85282 members 
Mstep: Class 2 contains 144866 members 
Entering Unmasked Estep 
Score: -23513348.000000 Penalty: 4012.605225
	Iteration 82Q: 3 clusters Score -2.351335e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85283 members 
Mstep: Class 2 contains 144865 members 
Entering Unmasked Estep 
Score: -23513428.000000 Penalty: 4012.605225
	Iteration 83Q: 3 clusters Score -2.351343e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85285 members 
Mstep: Class 2 contains 144863 members 
Entering Unmasked Estep 
Score: -23513426.000000 Penalty: 4012.605225
	Iteration 84Q: 3 clusters Score -2.351343e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85292 members 
Mstep: Class 2 contains 144856 members 
Entering Unmasked Estep 
Score: -23513426.000000 Penalty: 4012.605225
	Iteration 85Q: 3 clusters Score -2.351343e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85305 members 
Mstep: Class 2 contains 144843 members 
Entering Unmasked Estep 
Score: -23513418.000000 Penalty: 4012.605225
	Iteration 86Q: 3 clusters Score -2.351342e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85329 members 
Mstep: Class 2 contains 144819 members 
Entering Unmasked Estep 
Score: -23513394.000000 Penalty: 4012.605225
	Iteration 87Q: 3 clusters Score -2.351339e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85347 members 
Mstep: Class 2 contains 144801 members 
Entering Unmasked Estep 
Score: -23513410.000000 Penalty: 4012.605225
	Iteration 88Q: 3 clusters Score -2.351341e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85383 members 
Mstep: Class 2 contains 144765 members 
Entering Unmasked Estep 
Score: -23513430.000000 Penalty: 4012.605225
	Iteration 89Q: 3 clusters Score -2.351343e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85407 members 
Mstep: Class 2 contains 144741 members 
Entering Unmasked Estep 
Score: -23513444.000000 Penalty: 4012.605225
	Iteration 90Q: 3 clusters Score -2.351344e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85430 members 
Mstep: Class 2 contains 144718 members 
Entering Unmasked Estep 
Score: -23513406.000000 Penalty: 4012.605225
	Iteration 91Q: 3 clusters Score -2.351341e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85456 members 
Mstep: Class 2 contains 144692 members 
Entering Unmasked Estep 
Score: -23513430.000000 Penalty: 4012.605225
	Iteration 92Q: 3 clusters Score -2.351343e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85484 members 
Mstep: Class 2 contains 144664 members 
Entering Unmasked Estep 
Score: -23513456.000000 Penalty: 4012.605225
	Iteration 93Q: 3 clusters Score -2.351346e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85503 members 
Mstep: Class 2 contains 144645 members 
Entering Unmasked Estep 
Score: -23513458.000000 Penalty: 4012.605225
	Iteration 94Q: 3 clusters Score -2.351346e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 144636 members 
Entering Unmasked Estep 
Score: -23513448.000000 Penalty: 4012.605225
	Iteration 95Q: 3 clusters Score -2.351345e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85516 members 
Mstep: Class 2 contains 144632 members 
Entering Unmasked Estep 
Score: -23513428.000000 Penalty: 4012.605225
	Iteration 96Q: 3 clusters Score -2.351343e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85536 members 
Mstep: Class 2 contains 144612 members 
Entering Unmasked Estep 
Score: -23513438.000000 Penalty: 4012.605225
	Iteration 97Q: 3 clusters Score -2.351344e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85565 members 
Mstep: Class 2 contains 144583 members 
Entering Unmasked Estep 
Score: -23513440.000000 Penalty: 4012.605225
	Iteration 98Q: 3 clusters Score -2.351344e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85581 members 
Mstep: Class 2 contains 144567 members 
Entering Unmasked Estep 
Score: -23513412.000000 Penalty: 4012.605225
	Iteration 99Q: 3 clusters Score -2.351341e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85580 members 
Mstep: Class 2 contains 144568 members 
Entering Unmasked Estep 
Score: -23513396.000000 Penalty: 4012.605225
	Iteration 100F: 3 clusters Score -2.35134e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85582 members 
Mstep: Class 2 contains 144566 members 
Entering Unmasked Estep 
Score: -23513394.000000 Penalty: 4012.605225
	Iteration 101Q: 3 clusters Score -2.351339e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85585 members 
Mstep: Class 2 contains 144563 members 
Entering Unmasked Estep 
Score: -23513418.000000 Penalty: 4012.605225
	Iteration 102Q: 3 clusters Score -2.351342e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85597 members 
Mstep: Class 2 contains 144551 members 
Entering Unmasked Estep 
Score: -23513376.000000 Penalty: 4012.605225
	Iteration 103Q: 3 clusters Score -2.351338e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85602 members 
Mstep: Class 2 contains 144546 members 
Entering Unmasked Estep 
Score: -23513408.000000 Penalty: 4012.605225
	Iteration 104Q: 3 clusters Score -2.351341e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 144547 members 
Entering Unmasked Estep 
Score: -23513406.000000 Penalty: 4012.605225
	Iteration 105Q: 3 clusters Score -2.351341e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85608 members 
Mstep: Class 2 contains 144540 members 
Entering Unmasked Estep 
Score: -23513430.000000 Penalty: 4012.605225
	Iteration 106Q: 3 clusters Score -2.351343e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85613 members 
Mstep: Class 2 contains 144535 members 
Entering Unmasked Estep 
Score: -23513432.000000 Penalty: 4012.605225
	Iteration 107Q: 3 clusters Score -2.351343e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85618 members 
Mstep: Class 2 contains 144530 members 
Entering Unmasked Estep 
Score: -23513424.000000 Penalty: 4012.605225
	Iteration 108Q: 3 clusters Score -2.351342e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85627 members 
Mstep: Class 2 contains 144521 members 
Entering Unmasked Estep 
Score: -23513428.000000 Penalty: 4012.605225
	Iteration 109Q: 3 clusters Score -2.351343e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85627 members 
Mstep: Class 2 contains 144521 members 
Entering Unmasked Estep 
Score: -23513412.000000 Penalty: 4012.605225
	Iteration 110Q: 3 clusters Score -2.351341e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85630 members 
Mstep: Class 2 contains 144518 members 
Entering Unmasked Estep 
Score: -23513440.000000 Penalty: 4012.605225
	Iteration 111Q: 3 clusters Score -2.351344e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85635 members 
Mstep: Class 2 contains 144513 members 
Entering Unmasked Estep 
Score: -23513448.000000 Penalty: 4012.605225
	Iteration 112Q: 3 clusters Score -2.351345e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85632 members 
Mstep: Class 2 contains 144516 members 
Entering Unmasked Estep 
Score: -23513436.000000 Penalty: 4012.605225
	Iteration 113Q: 3 clusters Score -2.351344e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85636 members 
Mstep: Class 2 contains 144512 members 
Entering Unmasked Estep 
Score: -23513434.000000 Penalty: 4012.605225
	Iteration 114Q: 3 clusters Score -2.351343e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85643 members 
Mstep: Class 2 contains 144505 members 
Entering Unmasked Estep 
Score: -23513414.000000 Penalty: 4012.605225
	Iteration 115Q: 3 clusters Score -2.351341e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85654 members 
Mstep: Class 2 contains 144494 members 
Entering Unmasked Estep 
Score: -23513418.000000 Penalty: 4012.605225
	Iteration 116Q: 3 clusters Score -2.351342e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85654 members 
Mstep: Class 2 contains 144494 members 
Entering Unmasked Estep 
Score: -23513404.000000 Penalty: 4012.605225
	Iteration 117Q: 3 clusters Score -2.35134e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85665 members 
Mstep: Class 2 contains 144483 members 
Entering Unmasked Estep 
Score: -23513436.000000 Penalty: 4012.605225
	Iteration 118Q: 3 clusters Score -2.351344e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85678 members 
Mstep: Class 2 contains 144470 members 
Entering Unmasked Estep 
Score: -23513438.000000 Penalty: 4012.605225
	Iteration 119Q: 3 clusters Score -2.351344e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85684 members 
Mstep: Class 2 contains 144464 members 
Entering Unmasked Estep 
Score: -23513446.000000 Penalty: 4012.605225
	Iteration 120F: 3 clusters Score -2.351345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85683 members 
Mstep: Class 2 contains 144465 members 
Entering Unmasked Estep 
Score: -23513438.000000 Penalty: 4012.605225
	Iteration 121Q: 3 clusters Score -2.351344e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85674 members 
Mstep: Class 2 contains 144474 members 
Entering Unmasked Estep 
Score: -23513434.000000 Penalty: 4012.605225
	Iteration 122Q: 3 clusters Score -2.351343e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85665 members 
Mstep: Class 2 contains 144483 members 
Entering Unmasked Estep 
Score: -23513430.000000 Penalty: 4012.605225
	Iteration 123Q: 3 clusters Score -2.351343e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85651 members 
Mstep: Class 2 contains 144497 members 
Entering Unmasked Estep 
Score: -23513416.000000 Penalty: 4012.605225
	Iteration 124Q: 3 clusters Score -2.351342e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85647 members 
Mstep: Class 2 contains 144501 members 
Entering Unmasked Estep 
Score: -23513432.000000 Penalty: 4012.605225
	Iteration 125Q: 3 clusters Score -2.351343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85644 members 
Mstep: Class 2 contains 144504 members 
Entering Unmasked Estep 
Score: -23513430.000000 Penalty: 4012.605225
	Iteration 126Q: 3 clusters Score -2.351343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85637 members 
Mstep: Class 2 contains 144511 members 
Entering Unmasked Estep 
Score: -23513420.000000 Penalty: 4012.605225
	Iteration 127Q: 3 clusters Score -2.351342e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 144517 members 
Entering Unmasked Estep 
Score: -23513428.000000 Penalty: 4012.605225
	Iteration 128Q: 3 clusters Score -2.351343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85632 members 
Mstep: Class 2 contains 144516 members 
Entering Unmasked Estep 
Score: -23513420.000000 Penalty: 4012.605225
	Iteration 129Q: 3 clusters Score -2.351342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85634 members 
Mstep: Class 2 contains 144514 members 
Entering Unmasked Estep 
Score: -23513426.000000 Penalty: 4012.605225
	Iteration 130Q: 3 clusters Score -2.351343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85635 members 
Mstep: Class 2 contains 144513 members 
Entering Unmasked Estep 
Score: -23513422.000000 Penalty: 4012.605225
	Iteration 131Q: 3 clusters Score -2.351342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 144517 members 
Entering Unmasked Estep 
Score: -23513420.000000 Penalty: 4012.605225
	Iteration 132Q: 3 clusters Score -2.351342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85630 members 
Mstep: Class 2 contains 144518 members 
Entering Unmasked Estep 
Score: -23513430.000000 Penalty: 4012.605225
	Iteration 133Q: 3 clusters Score -2.351343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85629 members 
Mstep: Class 2 contains 144519 members 
Entering Unmasked Estep 
Score: -23513436.000000 Penalty: 4012.605225
	Iteration 134Q: 3 clusters Score -2.351344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85629 members 
Mstep: Class 2 contains 144519 members 
Entering Unmasked Estep 
Score: -23513428.000000 Penalty: 4012.605225
	Iteration 135Q: 3 clusters Score -2.351343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85632 members 
Mstep: Class 2 contains 144516 members 
Entering Unmasked Estep 
Score: -23513422.000000 Penalty: 4012.605225
	Iteration 136Q: 3 clusters Score -2.351342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85629 members 
Mstep: Class 2 contains 144519 members 
Entering Unmasked Estep 
Score: -23513426.000000 Penalty: 4012.605225
	Iteration 137Q: 3 clusters Score -2.351343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85632 members 
Mstep: Class 2 contains 144516 members 
Entering Unmasked Estep 
Score: -23513420.000000 Penalty: 4012.605225
	Iteration 138Q: 3 clusters Score -2.351342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85635 members 
Mstep: Class 2 contains 144513 members 
Entering Unmasked Estep 
Score: -23513424.000000 Penalty: 4012.605225
	Iteration 139Q: 3 clusters Score -2.351342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85636 members 
Mstep: Class 2 contains 144512 members 
Entering Unmasked Estep 
Score: -23513412.000000 Penalty: 4012.605225
	Iteration 140F: 3 clusters Score -2.351341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85633 members 
Mstep: Class 2 contains 144515 members 
Entering Unmasked Estep 
Score: -23513410.000000 Penalty: 4012.605225
	Iteration 141Q: 3 clusters Score -2.351341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85634 members 
Mstep: Class 2 contains 144514 members 
Entering Unmasked Estep 
Score: -23513404.000000 Penalty: 4012.605225
	Iteration 142Q: 3 clusters Score -2.35134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85633 members 
Mstep: Class 2 contains 144515 members 
Entering Unmasked Estep 
Score: -23513406.000000 Penalty: 4012.605225
	Iteration 143Q: 3 clusters Score -2.351341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85630 members 
Mstep: Class 2 contains 144518 members 
Entering Unmasked Estep 
Score: -23513414.000000 Penalty: 4012.605225
	Iteration 144Q: 3 clusters Score -2.351341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85633 members 
Mstep: Class 2 contains 144515 members 
Entering Unmasked Estep 
Score: -23513404.000000 Penalty: 4012.605225
	Iteration 145Q: 3 clusters Score -2.35134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85632 members 
Mstep: Class 2 contains 144516 members 
Entering Unmasked Estep 
Score: -23513406.000000 Penalty: 4012.605225
	Iteration 146Q: 3 clusters Score -2.351341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 144517 members 
Entering Unmasked Estep 
Score: -23513398.000000 Penalty: 4012.605225
	Iteration 147Q: 3 clusters Score -2.35134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85634 members 
Mstep: Class 2 contains 144514 members 
Entering Unmasked Estep 
Score: -23513398.000000 Penalty: 4012.605225
	Iteration 148Q: 3 clusters Score -2.35134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85636 members 
Mstep: Class 2 contains 144512 members 
Entering Unmasked Estep 
Score: -23513398.000000 Penalty: 4012.605225
	Iteration 149Q: 3 clusters Score -2.35134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85636 members 
Mstep: Class 2 contains 144512 members 
Entering Unmasked Estep 
Score: -23513408.000000 Penalty: 4012.605225
	Iteration 150Q: 3 clusters Score -2.351341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85636 members 
Mstep: Class 2 contains 144512 members 
Entering Unmasked Estep 
Score: -23513398.000000 Penalty: 4012.605225
	Iteration 151Q: 3 clusters Score -2.35134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85628 members 
Mstep: Class 2 contains 144520 members 
Entering Unmasked Estep 
Score: -23513394.000000 Penalty: 4012.605225
	Iteration 152Q: 3 clusters Score -2.351339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85624 members 
Mstep: Class 2 contains 144524 members 
Entering Unmasked Estep 
Score: -23513394.000000 Penalty: 4012.605225
	Iteration 153Q: 3 clusters Score -2.351339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85624 members 
Mstep: Class 2 contains 144524 members 
Entering Unmasked Estep 
Score: -23513410.000000 Penalty: 4012.605225
	Iteration 154Q: 3 clusters Score -2.351341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85623 members 
Mstep: Class 2 contains 144525 members 
Entering Unmasked Estep 
Score: -23513420.000000 Penalty: 4012.605225
	Iteration 155Q: 3 clusters Score -2.351342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85625 members 
Mstep: Class 2 contains 144523 members 
Entering Unmasked Estep 
Score: -23513414.000000 Penalty: 4012.605225
	Iteration 156Q: 3 clusters Score -2.351341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85628 members 
Mstep: Class 2 contains 144520 members 
Entering Unmasked Estep 
Score: -23513418.000000 Penalty: 4012.605225
	Iteration 157Q: 3 clusters Score -2.351342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85630 members 
Mstep: Class 2 contains 144518 members 
Entering Unmasked Estep 
Score: -23513416.000000 Penalty: 4012.605225
	Iteration 158Q: 3 clusters Score -2.351342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85626 members 
Mstep: Class 2 contains 144522 members 
Entering Unmasked Estep 
Score: -23513416.000000 Penalty: 4012.605225
	Iteration 159Q: 3 clusters Score -2.351342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85627 members 
Mstep: Class 2 contains 144521 members 
Entering Unmasked Estep 
Score: -23513420.000000 Penalty: 4012.605225
	Iteration 160F: 3 clusters Score -2.351342e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Entering Unmasked Estep 
Score: -983388.937500 Penalty: 1488.635742
	Iteration 0F: 2 clusters Score -983388.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -976551.312500 Penalty: 2977.271484
	Iteration 0F: 3 clusters Score -976551.3 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -978705.562500 Penalty: 2977.271484
	Iteration 1F: 3 clusters Score -978705.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -978986.312500 Penalty: 2977.271484
	Iteration 2F: 3 clusters Score -978986.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -979281.937500 Penalty: 2977.271484
	Iteration 3F: 3 clusters Score -979281.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -979611.437500 Penalty: 2977.271484
	Iteration 4F: 3 clusters Score -979611.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -979965.187500 Penalty: 2977.271484
	Iteration 5F: 3 clusters Score -979965.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -980326.250000 Penalty: 2977.271484
	Iteration 6F: 3 clusters Score -980326.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -980691.750000 Penalty: 2977.271484
	Iteration 7F: 3 clusters Score -980691.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -981073.875000 Penalty: 2977.271484
	Iteration 8F: 3 clusters Score -981073.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -981370.500000 Penalty: 2977.271484
	Iteration 9Q: 3 clusters Score -981370.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -981626.625000 Penalty: 2977.271484
	Iteration 10Q: 3 clusters Score -981626.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -981807.000000 Penalty: 2977.271484
	Iteration 11Q: 3 clusters Score -981807 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -981908.750000 Penalty: 2977.271484
	Iteration 12Q: 3 clusters Score -981908.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -981980.625000 Penalty: 2977.271484
	Iteration 13Q: 3 clusters Score -981980.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -982044.875000 Penalty: 2977.271484
	Iteration 14Q: 3 clusters Score -982044.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -982084.625000 Penalty: 2977.271484
	Iteration 15Q: 3 clusters Score -982084.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -982120.875000 Penalty: 2977.271484
	Iteration 16Q: 3 clusters Score -982120.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -982154.875000 Penalty: 2977.271484
	Iteration 17Q: 3 clusters Score -982154.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -982182.000000 Penalty: 2977.271484
	Iteration 18Q: 3 clusters Score -982182 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -982208.437500 Penalty: 2977.271484
	Iteration 19Q: 3 clusters Score -982208.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -982224.750000 Penalty: 2977.271484
	Iteration 20F: 3 clusters Score -982224.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -982243.937500 Penalty: 2977.271484
	Iteration 21Q: 3 clusters Score -982243.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -982275.937500 Penalty: 2977.271484
	Iteration 22Q: 3 clusters Score -982275.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -982301.312500 Penalty: 2977.271484
	Iteration 23Q: 3 clusters Score -982301.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -982318.125000 Penalty: 2977.271484
	Iteration 24Q: 3 clusters Score -982318.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -982337.812500 Penalty: 2977.271484
	Iteration 25Q: 3 clusters Score -982337.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -982348.500000 Penalty: 2977.271484
	Iteration 26Q: 3 clusters Score -982348.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -982358.375000 Penalty: 2977.271484
	Iteration 27Q: 3 clusters Score -982358.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -982367.750000 Penalty: 2977.271484
	Iteration 28Q: 3 clusters Score -982367.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -982383.250000 Penalty: 2977.271484
	Iteration 29Q: 3 clusters Score -982383.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -982398.375000 Penalty: 2977.271484
	Iteration 30Q: 3 clusters Score -982398.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -982406.437500 Penalty: 2977.271484
	Iteration 31Q: 3 clusters Score -982406.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -982409.625000 Penalty: 2977.271484
	Iteration 32Q: 3 clusters Score -982409.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -982416.750000 Penalty: 2977.271484
	Iteration 33Q: 3 clusters Score -982416.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -982417.750000 Penalty: 2977.271484
	Iteration 34Q: 3 clusters Score -982417.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -982419.250000 Penalty: 2977.271484
	Iteration 35Q: 3 clusters Score -982419.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -982421.500000 Penalty: 2977.271484
	Iteration 36Q: 3 clusters Score -982421.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -982423.687500 Penalty: 2977.271484
	Iteration 37Q: 3 clusters Score -982423.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -982424.750000 Penalty: 2977.271484
	Iteration 38Q: 3 clusters Score -982424.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -982425.750000 Penalty: 2977.271484
	Iteration 39Q: 3 clusters Score -982425.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -982424.375000 Penalty: 2977.271484
	Iteration 40F: 3 clusters Score -982424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -982424.062500 Penalty: 2977.271484
	Iteration 41Q: 3 clusters Score -982424.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -982424.000000 Penalty: 2977.271484
	Iteration 42Q: 3 clusters Score -982424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -982424.000000 Penalty: 2977.271484
	Iteration 43F: 3 clusters Score -982424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Entering Unmasked Estep 
Score: -2848652.750000 Penalty: 1665.822876
	Iteration 0F: 2 clusters Score -2848653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -2829624.250000 Penalty: 3331.645752
	Iteration 0F: 3 clusters Score -2829624 nChanged 13049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2837269.250000 Penalty: 3331.645752
	Iteration 1F: 3 clusters Score -2837269 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2837919.750000 Penalty: 3331.645752
	Iteration 2F: 3 clusters Score -2837920 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2838868.250000 Penalty: 3331.645752
	Iteration 3F: 3 clusters Score -2838868 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2840133.000000 Penalty: 3331.645752
	Iteration 4F: 3 clusters Score -2840133 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2841632.750000 Penalty: 3331.645752
	Iteration 5F: 3 clusters Score -2841633 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -2843357.000000 Penalty: 3331.645752
	Iteration 6F: 3 clusters Score -2843357 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -2845188.250000 Penalty: 3331.645752
	Iteration 7F: 3 clusters Score -2845188 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -2846544.500000 Penalty: 3331.645752
	Iteration 8Q: 3 clusters Score -2846544 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2847019.000000 Penalty: 3331.645752
	Iteration 9Q: 3 clusters Score -2847019 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -2847178.500000 Penalty: 3331.645752
	Iteration 10Q: 3 clusters Score -2847178 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -2847275.000000 Penalty: 3331.645752
	Iteration 11Q: 3 clusters Score -2847275 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -2847340.000000 Penalty: 3331.645752
	Iteration 12Q: 3 clusters Score -2847340 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -2847410.750000 Penalty: 3331.645752
	Iteration 13Q: 3 clusters Score -2847411 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -2847467.000000 Penalty: 3331.645752
	Iteration 14Q: 3 clusters Score -2847467 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -2847499.750000 Penalty: 3331.645752
	Iteration 15Q: 3 clusters Score -2847500 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -2847516.500000 Penalty: 3331.645752
	Iteration 16Q: 3 clusters Score -2847516 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -2847521.750000 Penalty: 3331.645752
	Iteration 17Q: 3 clusters Score -2847522 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -2847538.750000 Penalty: 3331.645752
	Iteration 18Q: 3 clusters Score -2847539 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -2847559.250000 Penalty: 3331.645752
	Iteration 19Q: 3 clusters Score -2847559 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -2847567.500000 Penalty: 3331.645752
	Iteration 20F: 3 clusters Score -2847568 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -2847574.250000 Penalty: 3331.645752
	Iteration 21Q: 3 clusters Score -2847574 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -2847585.250000 Penalty: 3331.645752
	Iteration 22Q: 3 clusters Score -2847585 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -2847601.000000 Penalty: 3331.645752
	Iteration 23Q: 3 clusters Score -2847601 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -2847604.750000 Penalty: 3331.645752
	Iteration 24Q: 3 clusters Score -2847605 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -2847605.000000 Penalty: 3331.645752
	Iteration 25Q: 3 clusters Score -2847605 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -2847612.750000 Penalty: 3331.645752
	Iteration 26Q: 3 clusters Score -2847613 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -2847616.000000 Penalty: 3331.645752
	Iteration 27Q: 3 clusters Score -2847616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -2847610.000000 Penalty: 3331.645752
	Iteration 28Q: 3 clusters Score -2847610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -2847612.750000 Penalty: 3331.645752
	Iteration 29Q: 3 clusters Score -2847613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -2847622.500000 Penalty: 3331.645752
	Iteration 30Q: 3 clusters Score -2847622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -2847633.250000 Penalty: 3331.645752
	Iteration 31Q: 3 clusters Score -2847633 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -2847646.250000 Penalty: 3331.645752
	Iteration 32Q: 3 clusters Score -2847646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -2847654.250000 Penalty: 3331.645752
	Iteration 33Q: 3 clusters Score -2847654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -2847653.500000 Penalty: 3331.645752
	Iteration 34Q: 3 clusters Score -2847654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -2847652.750000 Penalty: 3331.645752
	Iteration 35Q: 3 clusters Score -2847653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -2847664.500000 Penalty: 3331.645752
	Iteration 36Q: 3 clusters Score -2847664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -2847672.500000 Penalty: 3331.645752
	Iteration 37Q: 3 clusters Score -2847672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -2847672.000000 Penalty: 3331.645752
	Iteration 38Q: 3 clusters Score -2847672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -2847671.000000 Penalty: 3331.645752
	Iteration 39Q: 3 clusters Score -2847671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -2847667.000000 Penalty: 3331.645752
	Iteration 40F: 3 clusters Score -2847667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -2847670.000000 Penalty: 3331.645752
	Iteration 41Q: 3 clusters Score -2847670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -2847671.000000 Penalty: 3331.645752
	Iteration 42Q: 3 clusters Score -2847671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -2847669.000000 Penalty: 3331.645752
	Iteration 43Q: 3 clusters Score -2847669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -2847671.250000 Penalty: 3331.645752
	Iteration 44Q: 3 clusters Score -2847671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -2847673.750000 Penalty: 3331.645752
	Iteration 45Q: 3 clusters Score -2847674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -2847675.250000 Penalty: 3331.645752
	Iteration 46Q: 3 clusters Score -2847675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -2847674.250000 Penalty: 3331.645752
	Iteration 47Q: 3 clusters Score -2847674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -2847669.750000 Penalty: 3331.645752
	Iteration 48Q: 3 clusters Score -2847670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -2847672.750000 Penalty: 3331.645752
	Iteration 49Q: 3 clusters Score -2847673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -2847673.500000 Penalty: 3331.645752
	Iteration 50Q: 3 clusters Score -2847674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -2847673.750000 Penalty: 3331.645752
	Iteration 51Q: 3 clusters Score -2847674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -2847678.500000 Penalty: 3331.645752
	Iteration 52Q: 3 clusters Score -2847678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -2847682.750000 Penalty: 3331.645752
	Iteration 53Q: 3 clusters Score -2847683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -2847677.500000 Penalty: 3331.645752
	Iteration 54Q: 3 clusters Score -2847678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -2847679.500000 Penalty: 3331.645752
	Iteration 55Q: 3 clusters Score -2847680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -2847683.500000 Penalty: 3331.645752
	Iteration 56Q: 3 clusters Score -2847684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -2847685.750000 Penalty: 3331.645752
	Iteration 57Q: 3 clusters Score -2847686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -2847689.000000 Penalty: 3331.645752
	Iteration 58Q: 3 clusters Score -2847689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -2847690.500000 Penalty: 3331.645752
	Iteration 59Q: 3 clusters Score -2847690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -2847698.250000 Penalty: 3331.645752
	Iteration 60F: 3 clusters Score -2847698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -2847694.250000 Penalty: 3331.645752
	Iteration 61Q: 3 clusters Score -2847694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -2847699.750000 Penalty: 3331.645752
	Iteration 62Q: 3 clusters Score -2847700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -2847696.000000 Penalty: 3331.645752
	Iteration 63Q: 3 clusters Score -2847696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -2847693.000000 Penalty: 3331.645752
	Iteration 64Q: 3 clusters Score -2847693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -2847695.250000 Penalty: 3331.645752
	Iteration 65Q: 3 clusters Score -2847695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -2847692.250000 Penalty: 3331.645752
	Iteration 66Q: 3 clusters Score -2847692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -2847694.500000 Penalty: 3331.645752
	Iteration 67Q: 3 clusters Score -2847694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -2847696.750000 Penalty: 3331.645752
	Iteration 68Q: 3 clusters Score -2847697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -2847695.000000 Penalty: 3331.645752
	Iteration 69Q: 3 clusters Score -2847695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -2847696.500000 Penalty: 3331.645752
	Iteration 70Q: 3 clusters Score -2847696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -2847697.500000 Penalty: 3331.645752
	Iteration 71Q: 3 clusters Score -2847698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -2847704.750000 Penalty: 3331.645752
	Iteration 72Q: 3 clusters Score -2847705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -2847703.750000 Penalty: 3331.645752
	Iteration 73Q: 3 clusters Score -2847704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -2847705.500000 Penalty: 3331.645752
	Iteration 74Q: 3 clusters Score -2847706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -2847708.750000 Penalty: 3331.645752
	Iteration 75Q: 3 clusters Score -2847709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -2847712.750000 Penalty: 3331.645752
	Iteration 76Q: 3 clusters Score -2847713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -2847714.500000 Penalty: 3331.645752
	Iteration 77Q: 3 clusters Score -2847714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -2847719.250000 Penalty: 3331.645752
	Iteration 78Q: 3 clusters Score -2847719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -2847716.000000 Penalty: 3331.645752
	Iteration 79Q: 3 clusters Score -2847716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -2847711.500000 Penalty: 3331.645752
	Iteration 80F: 3 clusters Score -2847712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -2847711.750000 Penalty: 3331.645752
	Iteration 81Q: 3 clusters Score -2847712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -2847711.500000 Penalty: 3331.645752
	Iteration 82Q: 3 clusters Score -2847712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -2847711.500000 Penalty: 3331.645752
	Iteration 83F: 3 clusters Score -2847712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -374012.000000 Penalty: 1325.106201
	Iteration 0F: 2 clusters Score -374012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -370951.281250 Penalty: 2650.212402
	Iteration 0F: 3 clusters Score -370951.3 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -371712.718750 Penalty: 2650.212402
	Iteration 1F: 3 clusters Score -371712.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -371840.656250 Penalty: 2650.212402
	Iteration 2F: 3 clusters Score -371840.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -371924.968750 Penalty: 2650.212402
	Iteration 3Q: 3 clusters Score -371925 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -371988.875000 Penalty: 2650.212402
	Iteration 4Q: 3 clusters Score -371988.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -372029.343750 Penalty: 2650.212402
	Iteration 5Q: 3 clusters Score -372029.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -372056.406250 Penalty: 2650.212402
	Iteration 6Q: 3 clusters Score -372056.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -372075.906250 Penalty: 2650.212402
	Iteration 7Q: 3 clusters Score -372075.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -372089.656250 Penalty: 2650.212402
	Iteration 8Q: 3 clusters Score -372089.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -372104.281250 Penalty: 2650.212402
	Iteration 9Q: 3 clusters Score -372104.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -372120.531250 Penalty: 2650.212402
	Iteration 10Q: 3 clusters Score -372120.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -372133.718750 Penalty: 2650.212402
	Iteration 11Q: 3 clusters Score -372133.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -372149.250000 Penalty: 2650.212402
	Iteration 12Q: 3 clusters Score -372149.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -372164.125000 Penalty: 2650.212402
	Iteration 13Q: 3 clusters Score -372164.1 nChanged 29
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: -372174.687500 Penalty: 2650.212402
	Iteration 14Q: 3 clusters Score -372174.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -372189.781250 Penalty: 2650.212402
	Iteration 15Q: 3 clusters Score -372189.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -372205.062500 Penalty: 2650.212402
	Iteration 16Q: 3 clusters Score -372205.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -372224.343750 Penalty: 2650.212402
	Iteration 17Q: 3 clusters Score -372224.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -372240.843750 Penalty: 2650.212402
	Iteration 18Q: 3 clusters Score -372240.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -372253.656250 Penalty: 2650.212402
	Iteration 19Q: 3 clusters Score -372253.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -372269.593750 Penalty: 2650.212402
	Iteration 20F: 3 clusters Score -372269.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -372283.125000 Penalty: 2650.212402
	Iteration 21Q: 3 clusters Score -372283.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -372292.062500 Penalty: 2650.212402
	Iteration 22Q: 3 clusters Score -372292.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -372299.437500 Penalty: 2650.212402
	Iteration 23Q: 3 clusters Score -372299.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -372305.281250 Penalty: 2650.212402
	Iteration 24Q: 3 clusters Score -372305.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -372312.875000 Penalty: 2650.212402
	Iteration 25Q: 3 clusters Score -372312.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -372318.562500 Penalty: 2650.212402
	Iteration 26Q: 3 clusters Score -372318.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -372327.031250 Penalty: 2650.212402
	Iteration 27Q: 3 clusters Score -372327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -372335.031250 Penalty: 2650.212402
	Iteration 28Q: 3 clusters Score -372335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -372342.562500 Penalty: 2650.212402
	Iteration 29Q: 3 clusters Score -372342.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -372346.750000 Penalty: 2650.212402
	Iteration 30Q: 3 clusters Score -372346.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -372351.156250 Penalty: 2650.212402
	Iteration 31Q: 3 clusters Score -372351.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -372353.531250 Penalty: 2650.212402
	Iteration 32Q: 3 clusters Score -372353.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -372357.500000 Penalty: 2650.212402
	Iteration 33Q: 3 clusters Score -372357.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -372365.968750 Penalty: 2650.212402
	Iteration 34Q: 3 clusters Score -372366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -372377.625000 Penalty: 2650.212402
	Iteration 35Q: 3 clusters Score -372377.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -372389.125000 Penalty: 2650.212402
	Iteration 36Q: 3 clusters Score -372389.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -372401.812500 Penalty: 2650.212402
	Iteration 37Q: 3 clusters Score -372401.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -372413.843750 Penalty: 2650.212402
	Iteration 38Q: 3 clusters Score -372413.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -372431.000000 Penalty: 2650.212402
	Iteration 39Q: 3 clusters Score -372431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -372446.562500 Penalty: 2650.212402
	Iteration 40F: 3 clusters Score -372446.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -372465.906250 Penalty: 2650.212402
	Iteration 41Q: 3 clusters Score -372465.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -372485.156250 Penalty: 2650.212402
	Iteration 42Q: 3 clusters Score -372485.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -372500.562500 Penalty: 2650.212402
	Iteration 43Q: 3 clusters Score -372500.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -372510.875000 Penalty: 2650.212402
	Iteration 44Q: 3 clusters Score -372510.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -372518.156250 Penalty: 2650.212402
	Iteration 45Q: 3 clusters Score -372518.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -372524.656250 Penalty: 2650.212402
	Iteration 46Q: 3 clusters Score -372524.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -372530.187500 Penalty: 2650.212402
	Iteration 47Q: 3 clusters Score -372530.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -372539.031250 Penalty: 2650.212402
	Iteration 48Q: 3 clusters Score -372539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -372547.250000 Penalty: 2650.212402
	Iteration 49Q: 3 clusters Score -372547.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -372555.687500 Penalty: 2650.212402
	Iteration 50Q: 3 clusters Score -372555.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -372566.718750 Penalty: 2650.212402
	Iteration 51Q: 3 clusters Score -372566.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -372577.000000 Penalty: 2650.212402
	Iteration 52Q: 3 clusters Score -372577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -372582.156250 Penalty: 2650.212402
	Iteration 53Q: 3 clusters Score -372582.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -372587.625000 Penalty: 2650.212402
	Iteration 54Q: 3 clusters Score -372587.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -372592.875000 Penalty: 2650.212402
	Iteration 55Q: 3 clusters Score -372592.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -372598.406250 Penalty: 2650.212402
	Iteration 56Q: 3 clusters Score -372598.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -372601.968750 Penalty: 2650.212402
	Iteration 57Q: 3 clusters Score -372602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -372604.093750 Penalty: 2650.212402
	Iteration 58Q: 3 clusters Score -372604.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -372605.437500 Penalty: 2650.212402
	Iteration 59Q: 3 clusters Score -372605.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -372606.937500 Penalty: 2650.212402
	Iteration 60F: 3 clusters Score -372606.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -372609.343750 Penalty: 2650.212402
	Iteration 61Q: 3 clusters Score -372609.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -372611.656250 Penalty: 2650.212402
	Iteration 62Q: 3 clusters Score -372611.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -372614.500000 Penalty: 2650.212402
	Iteration 63Q: 3 clusters Score -372614.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -372617.312500 Penalty: 2650.212402
	Iteration 64Q: 3 clusters Score -372617.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -372621.937500 Penalty: 2650.212402
	Iteration 65Q: 3 clusters Score -372621.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -372624.281250 Penalty: 2650.212402
	Iteration 66Q: 3 clusters Score -372624.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -372628.625000 Penalty: 2650.212402
	Iteration 67Q: 3 clusters Score -372628.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -372632.375000 Penalty: 2650.212402
	Iteration 68Q: 3 clusters Score -372632.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -372636.687500 Penalty: 2650.212402
	Iteration 69Q: 3 clusters Score -372636.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -372643.093750 Penalty: 2650.212402
	Iteration 70Q: 3 clusters Score -372643.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -372650.062500 Penalty: 2650.212402
	Iteration 71Q: 3 clusters Score -372650.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -372653.656250 Penalty: 2650.212402
	Iteration 72Q: 3 clusters Score -372653.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -372656.312500 Penalty: 2650.212402
	Iteration 73Q: 3 clusters Score -372656.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -372660.968750 Penalty: 2650.212402
	Iteration 74Q: 3 clusters Score -372661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -372667.312500 Penalty: 2650.212402
	Iteration 75Q: 3 clusters Score -372667.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -372672.843750 Penalty: 2650.212402
	Iteration 76Q: 3 clusters Score -372672.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -372677.843750 Penalty: 2650.212402
	Iteration 77Q: 3 clusters Score -372677.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -372681.812500 Penalty: 2650.212402
	Iteration 78Q: 3 clusters Score -372681.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -372685.937500 Penalty: 2650.212402
	Iteration 79Q: 3 clusters Score -372685.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -372691.000000 Penalty: 2650.212402
	Iteration 80F: 3 clusters Score -372691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -372693.781250 Penalty: 2650.212402
	Iteration 81Q: 3 clusters Score -372693.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -372693.531250 Penalty: 2650.212402
	Iteration 82Q: 3 clusters Score -372693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -372693.937500 Penalty: 2650.212402
	Iteration 83Q: 3 clusters Score -372693.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -372693.937500 Penalty: 2650.212402
	Iteration 84F: 3 clusters Score -372693.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (167259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167259 members 
Entering Unmasked Estep 
Score: -17197052.000000 Penalty: 1954.436035
	Iteration 0F: 2 clusters Score -1.719705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83799 members 
Mstep: Class 2 contains 83460 members 
Entering Unmasked Estep 
Score: -17091272.000000 Penalty: 3908.872070
	Iteration 0F: 3 clusters Score -1.709127e+07 nChanged 80983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89240 members 
Mstep: Class 2 contains 78019 members 
Entering Unmasked Estep 
Score: -17139280.000000 Penalty: 3908.872070
	Iteration 1F: 3 clusters Score -1.713928e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93544 members 
Mstep: Class 2 contains 73715 members 
Entering Unmasked Estep 
Score: -17141154.000000 Penalty: 3908.872070
	Iteration 2Q: 3 clusters Score -1.714115e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99964 members 
Mstep: Class 2 contains 67295 members 
Entering Unmasked Estep 
Score: -17144230.000000 Penalty: 3908.872070
	Iteration 3Q: 3 clusters Score -1.714423e+07 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108992 members 
Mstep: Class 2 contains 58267 members 
Entering Unmasked Estep 
Score: -17149222.000000 Penalty: 3908.872070
	Iteration 4F: 3 clusters Score -1.714922e+07 nChanged 12368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120686 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -17157132.000000 Penalty: 3908.872070
	Iteration 5F: 3 clusters Score -1.715713e+07 nChanged 13902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134316 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -17168374.000000 Penalty: 3908.872070
	Iteration 6F: 3 clusters Score -1.716837e+07 nChanged 13493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147737 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -17180510.000000 Penalty: 3908.872070
	Iteration 7F: 3 clusters Score -1.718051e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158139 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -17189226.000000 Penalty: 3908.872070
	Iteration 8F: 3 clusters Score -1.718923e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163856 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -17193490.000000 Penalty: 3908.872070
	Iteration 9Q: 3 clusters Score -1.719349e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166019 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -17194766.000000 Penalty: 3908.872070
	Iteration 10Q: 3 clusters Score -1.719477e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166718 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -17195176.000000 Penalty: 3908.872070
	Iteration 11Q: 3 clusters Score -1.719518e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166909 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -17195308.000000 Penalty: 3908.872070
	Iteration 12Q: 3 clusters Score -1.719531e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166975 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -17195342.000000 Penalty: 3908.872070
	Iteration 13Q: 3 clusters Score -1.719534e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167006 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -17195394.000000 Penalty: 3908.872070
	Iteration 14Q: 3 clusters Score -1.719539e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167023 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -17195392.000000 Penalty: 3908.872070
	Iteration 15Q: 3 clusters Score -1.719539e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167038 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17195404.000000 Penalty: 3908.872070
	Iteration 16Q: 3 clusters Score -1.71954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167038 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17195428.000000 Penalty: 3908.872070
	Iteration 17Q: 3 clusters Score -1.719543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167040 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -17195436.000000 Penalty: 3908.872070
	Iteration 18Q: 3 clusters Score -1.719544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167042 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17195432.000000 Penalty: 3908.872070
	Iteration 19Q: 3 clusters Score -1.719543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167044 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17195438.000000 Penalty: 3908.872070
	Iteration 20F: 3 clusters Score -1.719544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167045 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17195426.000000 Penalty: 3908.872070
	Iteration 21Q: 3 clusters Score -1.719543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167047 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17195426.000000 Penalty: 3908.872070
	Iteration 22Q: 3 clusters Score -1.719543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167047 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17195426.000000 Penalty: 3908.872070
	Iteration 23F: 3 clusters Score -1.719543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Entering Unmasked Estep 
Score: -197431.437500 Penalty: 1219.642456
	Iteration 0F: 2 clusters Score -197431.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -195459.578125 Penalty: 2439.284912
	Iteration 0F: 3 clusters Score -195459.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -195870.109375 Penalty: 2439.284912
	Iteration 1F: 3 clusters Score -195870.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -195955.718750 Penalty: 2439.284912
	Iteration 2F: 3 clusters Score -195955.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -195994.500000 Penalty: 2439.284912
	Iteration 3Q: 3 clusters Score -195994.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -196024.125000 Penalty: 2439.284912
	Iteration 4Q: 3 clusters Score -196024.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -196045.609375 Penalty: 2439.284912
	Iteration 5Q: 3 clusters Score -196045.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -196062.593750 Penalty: 2439.284912
	Iteration 6Q: 3 clusters Score -196062.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -196076.546875 Penalty: 2439.284912
	Iteration 7Q: 3 clusters Score -196076.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -196083.125000 Penalty: 2439.284912
	Iteration 8Q: 3 clusters Score -196083.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -196089.156250 Penalty: 2439.284912
	Iteration 9Q: 3 clusters Score -196089.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -196093.390625 Penalty: 2439.284912
	Iteration 10Q: 3 clusters Score -196093.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -196097.375000 Penalty: 2439.284912
	Iteration 11Q: 3 clusters Score -196097.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -196101.328125 Penalty: 2439.284912
	Iteration 12Q: 3 clusters Score -196101.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -196104.828125 Penalty: 2439.284912
	Iteration 13Q: 3 clusters Score -196104.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -196110.859375 Penalty: 2439.284912
	Iteration 14Q: 3 clusters Score -196110.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -196112.921875 Penalty: 2439.284912
	Iteration 15Q: 3 clusters Score -196112.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -196114.156250 Penalty: 2439.284912
	Iteration 16Q: 3 clusters Score -196114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -196115.625000 Penalty: 2439.284912
	Iteration 17Q: 3 clusters Score -196115.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -196115.687500 Penalty: 2439.284912
	Iteration 18Q: 3 clusters Score -196115.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -196115.687500 Penalty: 2439.284912
	Iteration 19F: 3 clusters Score -196115.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (132442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132442 members 
Entering Unmasked Estep 
Score: -13463608.000000 Penalty: 1916.508789
	Iteration 0F: 2 clusters Score -1.346361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 65861 members 
Entering Unmasked Estep 
Score: -13374938.000000 Penalty: 3833.017578
	Iteration 0F: 3 clusters Score -1.337494e+07 nChanged 63803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72306 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -13413079.000000 Penalty: 3833.017578
	Iteration 1F: 3 clusters Score -1.341308e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76271 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -13415349.000000 Penalty: 3833.017578
	Iteration 2Q: 3 clusters Score -1.341535e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -13419411.000000 Penalty: 3833.017578
	Iteration 3F: 3 clusters Score -1.341941e+07 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90751 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -13426475.000000 Penalty: 3833.017578
	Iteration 4F: 3 clusters Score -1.342648e+07 nChanged 11400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -13436488.000000 Penalty: 3833.017578
	Iteration 5F: 3 clusters Score -1.343649e+07 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110709 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -13446388.000000 Penalty: 3833.017578
	Iteration 6F: 3 clusters Score -1.344639e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117202 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -13453414.000000 Penalty: 3833.017578
	Iteration 7F: 3 clusters Score -1.345341e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120757 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -13456815.000000 Penalty: 3833.017578
	Iteration 8Q: 3 clusters Score -1.345682e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122800 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -13458473.000000 Penalty: 3833.017578
	Iteration 9Q: 3 clusters Score -1.345847e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124201 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -13459327.000000 Penalty: 3833.017578
	Iteration 10Q: 3 clusters Score -1.345933e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125338 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -13459903.000000 Penalty: 3833.017578
	Iteration 11Q: 3 clusters Score -1.34599e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126324 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -13460386.000000 Penalty: 3833.017578
	Iteration 12Q: 3 clusters Score -1.346039e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127150 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -13460685.000000 Penalty: 3833.017578
	Iteration 13Q: 3 clusters Score -1.346068e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127801 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -13460881.000000 Penalty: 3833.017578
	Iteration 14Q: 3 clusters Score -1.346088e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128340 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -13461046.000000 Penalty: 3833.017578
	Iteration 15Q: 3 clusters Score -1.346105e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128803 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -13461220.000000 Penalty: 3833.017578
	Iteration 16Q: 3 clusters Score -1.346122e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129196 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -13461374.000000 Penalty: 3833.017578
	Iteration 17Q: 3 clusters Score -1.346137e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129543 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -13461518.000000 Penalty: 3833.017578
	Iteration 18Q: 3 clusters Score -1.346152e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129831 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -13461695.000000 Penalty: 3833.017578
	Iteration 19Q: 3 clusters Score -1.34617e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130058 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -13461773.000000 Penalty: 3833.017578
	Iteration 20F: 3 clusters Score -1.346177e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130270 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -13461840.000000 Penalty: 3833.017578
	Iteration 21Q: 3 clusters Score -1.346184e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130429 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -13461880.000000 Penalty: 3833.017578
	Iteration 22Q: 3 clusters Score -1.346188e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130550 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -13461908.000000 Penalty: 3833.017578
	Iteration 23Q: 3 clusters Score -1.346191e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130666 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -13461957.000000 Penalty: 3833.017578
	Iteration 24Q: 3 clusters Score -1.346196e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130767 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -13461981.000000 Penalty: 3833.017578
	Iteration 25Q: 3 clusters Score -1.346198e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130861 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -13462004.000000 Penalty: 3833.017578
	Iteration 26Q: 3 clusters Score -1.3462e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130945 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -13462033.000000 Penalty: 3833.017578
	Iteration 27Q: 3 clusters Score -1.346203e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131018 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -13462053.000000 Penalty: 3833.017578
	Iteration 28Q: 3 clusters Score -1.346205e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131071 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -13462076.000000 Penalty: 3833.017578
	Iteration 29Q: 3 clusters Score -1.346208e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131121 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -13462098.000000 Penalty: 3833.017578
	Iteration 30Q: 3 clusters Score -1.34621e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131164 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -13462109.000000 Penalty: 3833.017578
	Iteration 31Q: 3 clusters Score -1.346211e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131198 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -13462121.000000 Penalty: 3833.017578
	Iteration 32Q: 3 clusters Score -1.346212e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131230 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -13462127.000000 Penalty: 3833.017578
	Iteration 33Q: 3 clusters Score -1.346213e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131265 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -13462151.000000 Penalty: 3833.017578
	Iteration 34Q: 3 clusters Score -1.346215e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131301 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -13462159.000000 Penalty: 3833.017578
	Iteration 35Q: 3 clusters Score -1.346216e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131333 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -13462167.000000 Penalty: 3833.017578
	Iteration 36Q: 3 clusters Score -1.346217e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131354 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -13462180.000000 Penalty: 3833.017578
	Iteration 37Q: 3 clusters Score -1.346218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131372 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -13462175.000000 Penalty: 3833.017578
	Iteration 38Q: 3 clusters Score -1.346218e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131389 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -13462179.000000 Penalty: 3833.017578
	Iteration 39Q: 3 clusters Score -1.346218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131403 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -13462183.000000 Penalty: 3833.017578
	Iteration 40F: 3 clusters Score -1.346218e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131416 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -13462179.000000 Penalty: 3833.017578
	Iteration 41Q: 3 clusters Score -1.346218e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131429 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -13462195.000000 Penalty: 3833.017578
	Iteration 42Q: 3 clusters Score -1.34622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131440 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -13462187.000000 Penalty: 3833.017578
	Iteration 43Q: 3 clusters Score -1.346219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131446 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -13462200.000000 Penalty: 3833.017578
	Iteration 44Q: 3 clusters Score -1.34622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131452 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -13462200.000000 Penalty: 3833.017578
	Iteration 45Q: 3 clusters Score -1.34622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131457 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -13462202.000000 Penalty: 3833.017578
	Iteration 46Q: 3 clusters Score -1.34622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131461 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13462205.000000 Penalty: 3833.017578
	Iteration 47Q: 3 clusters Score -1.34622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131463 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -13462204.000000 Penalty: 3833.017578
	Iteration 48Q: 3 clusters Score -1.34622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131470 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -13462203.000000 Penalty: 3833.017578
	Iteration 49Q: 3 clusters Score -1.34622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131483 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -13462211.000000 Penalty: 3833.017578
	Iteration 50Q: 3 clusters Score -1.346221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131488 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -13462222.000000 Penalty: 3833.017578
	Iteration 51Q: 3 clusters Score -1.346222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131492 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -13462224.000000 Penalty: 3833.017578
	Iteration 52Q: 3 clusters Score -1.346222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131497 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -13462234.000000 Penalty: 3833.017578
	Iteration 53Q: 3 clusters Score -1.346223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131503 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -13462234.000000 Penalty: 3833.017578
	Iteration 54Q: 3 clusters Score -1.346223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131509 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -13462248.000000 Penalty: 3833.017578
	Iteration 55Q: 3 clusters Score -1.346225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131515 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -13462259.000000 Penalty: 3833.017578
	Iteration 56Q: 3 clusters Score -1.346226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131522 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -13462256.000000 Penalty: 3833.017578
	Iteration 57Q: 3 clusters Score -1.346226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131527 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -13462253.000000 Penalty: 3833.017578
	Iteration 58Q: 3 clusters Score -1.346225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131533 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -13462272.000000 Penalty: 3833.017578
	Iteration 59Q: 3 clusters Score -1.346227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131539 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -13462268.000000 Penalty: 3833.017578
	Iteration 60F: 3 clusters Score -1.346227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131543 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -13462263.000000 Penalty: 3833.017578
	Iteration 61Q: 3 clusters Score -1.346226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131548 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -13462267.000000 Penalty: 3833.017578
	Iteration 62Q: 3 clusters Score -1.346227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131555 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -13462270.000000 Penalty: 3833.017578
	Iteration 63Q: 3 clusters Score -1.346227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131560 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -13462266.000000 Penalty: 3833.017578
	Iteration 64Q: 3 clusters Score -1.346227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131565 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -13462264.000000 Penalty: 3833.017578
	Iteration 65Q: 3 clusters Score -1.346226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131572 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -13462270.000000 Penalty: 3833.017578
	Iteration 66Q: 3 clusters Score -1.346227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131575 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -13462271.000000 Penalty: 3833.017578
	Iteration 67Q: 3 clusters Score -1.346227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131578 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -13462271.000000 Penalty: 3833.017578
	Iteration 68Q: 3 clusters Score -1.346227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131581 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -13462274.000000 Penalty: 3833.017578
	Iteration 69Q: 3 clusters Score -1.346227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131587 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -13462274.000000 Penalty: 3833.017578
	Iteration 70Q: 3 clusters Score -1.346227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131592 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -13462276.000000 Penalty: 3833.017578
	Iteration 71Q: 3 clusters Score -1.346228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131595 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -13462276.000000 Penalty: 3833.017578
	Iteration 72Q: 3 clusters Score -1.346228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131595 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -13462276.000000 Penalty: 3833.017578
	Iteration 73F: 3 clusters Score -1.346228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 6206 members 
Mstep: Class 3 contains 713 members 
Mstep: Class 4 contains 152976 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 3967 members 
Mstep: Class 9 contains 156093 members 
Mstep: Class 11 contains 116447 members 
Mstep: Class 12 contains 167183 members 
Mstep: Class 14 contains 79904 members 
Mstep: Class 15 contains 230148 members 
Mstep: Class 16 contains 9517 members 
Mstep: Class 17 contains 28317 members 
Mstep: Class 19 contains 3479 members 
Mstep: Class 20 contains 167259 members 
Mstep: Class 21 contains 1818 members 
Mstep: Class 22 contains 132442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127900176.000000 Penalty: 41147.996094
Iteration 79Q: 19 clusters Score -1.279002e+08 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 6213 members 
Mstep: Class 3 contains 1044 members 
Mstep: Class 4 contains 152856 members 
Mstep: Class 5 contains 1490 members 
Mstep: Class 7 contains 1591 members 
Mstep: Class 8 contains 3941 members 
Mstep: Class 9 contains 155792 members 
Mstep: Class 11 contains 117725 members 
Mstep: Class 12 contains 166643 members 
Mstep: Class 14 contains 80195 members 
Mstep: Class 15 contains 230030 members 
Mstep: Class 16 contains 9491 members 
Mstep: Class 17 contains 28310 members 
Mstep: Class 19 contains 3536 members 
Mstep: Class 20 contains 166453 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 132346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127901128.000000 Penalty: 41147.996094
Iteration 80F: 19 clusters Score -1.279011e+08 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 6221 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 152774 members 
Mstep: Class 5 contains 1727 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 3931 members 
Mstep: Class 9 contains 155571 members 
Mstep: Class 11 contains 118884 members 
Mstep: Class 12 contains 166165 members 
Mstep: Class 14 contains 80469 members 
Mstep: Class 15 contains 229873 members 
Mstep: Class 16 contains 9480 members 
Mstep: Class 17 contains 28285 members 
Mstep: Class 19 contains 3609 members 
Mstep: Class 20 contains 165696 members 
Mstep: Class 21 contains 1829 members 
Mstep: Class 22 contains 132256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127902784.000000 Penalty: 41147.996094
Iteration 81Q: 19 clusters Score -1.279028e+08 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 6236 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 152676 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 7 contains 1571 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 155373 members 
Mstep: Class 11 contains 120005 members 
Mstep: Class 12 contains 165710 members 
Mstep: Class 14 contains 80643 members 
Mstep: Class 15 contains 229743 members 
Mstep: Class 16 contains 9475 members 
Mstep: Class 17 contains 28225 members 
Mstep: Class 19 contains 3679 members 
Mstep: Class 20 contains 164974 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 132171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127903136.000000 Penalty: 41147.996094
Iteration 82Q: 19 clusters Score -1.279031e+08 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 6238 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 152604 members 
Mstep: Class 5 contains 2064 members 
Mstep: Class 7 contains 1556 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 155146 members 
Mstep: Class 11 contains 121108 members 
Mstep: Class 12 contains 165317 members 
Mstep: Class 14 contains 80763 members 
Mstep: Class 15 contains 229594 members 
Mstep: Class 16 contains 9475 members 
Mstep: Class 17 contains 28146 members 
Mstep: Class 19 contains 3734 members 
Mstep: Class 20 contains 164313 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 132089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127904016.000000 Penalty: 41147.996094
Iteration 83Q: 19 clusters Score -1.27904e+08 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 6230 members 
Mstep: Class 3 contains 1833 members 
Mstep: Class 4 contains 152502 members 
Mstep: Class 5 contains 2217 members 
Mstep: Class 7 contains 1546 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 154885 members 
Mstep: Class 11 contains 122174 members 
Mstep: Class 12 contains 165076 members 
Mstep: Class 14 contains 80869 members 
Mstep: Class 15 contains 229454 members 
Mstep: Class 16 contains 9459 members 
Mstep: Class 17 contains 28037 members 
Mstep: Class 19 contains 3763 members 
Mstep: Class 20 contains 163684 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 132004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127904512.000000 Penalty: 41147.996094
Iteration 84Q: 19 clusters Score -1.279045e+08 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 6225 members 
Mstep: Class 3 contains 1975 members 
Mstep: Class 4 contains 152428 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 7 contains 1544 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 154672 members 
Mstep: Class 11 contains 123219 members 
Mstep: Class 12 contains 164813 members 
Mstep: Class 14 contains 80920 members 
Mstep: Class 15 contains 229285 members 
Mstep: Class 16 contains 9451 members 
Mstep: Class 17 contains 27918 members 
Mstep: Class 19 contains 3792 members 
Mstep: Class 20 contains 163053 members 
Mstep: Class 21 contains 1847 members 
Mstep: Class 22 contains 131926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127904920.000000 Penalty: 41147.996094
Iteration 85Q: 19 clusters Score -1.279049e+08 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 6228 members 
Mstep: Class 3 contains 2094 members 
Mstep: Class 4 contains 152340 members 
Mstep: Class 5 contains 2466 members 
Mstep: Class 7 contains 1545 members 
Mstep: Class 8 contains 3963 members 
Mstep: Class 9 contains 154484 members 
Mstep: Class 11 contains 124199 members 
Mstep: Class 12 contains 164554 members 
Mstep: Class 14 contains 80947 members 
Mstep: Class 15 contains 229133 members 
Mstep: Class 16 contains 9453 members 
Mstep: Class 17 contains 27778 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 162484 members 
Mstep: Class 21 contains 1850 members 
Mstep: Class 22 contains 131833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127905344.000000 Penalty: 41147.996094
Iteration 86Q: 19 clusters Score -1.279053e+08 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 6207 members 
Mstep: Class 3 contains 2172 members 
Mstep: Class 4 contains 152279 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 7 contains 1537 members 
Mstep: Class 8 contains 3963 members 
Mstep: Class 9 contains 154358 members 
Mstep: Class 11 contains 125121 members 
Mstep: Class 12 contains 164252 members 
Mstep: Class 14 contains 81000 members 
Mstep: Class 15 contains 229015 members 
Mstep: Class 16 contains 9462 members 
Mstep: Class 17 contains 27638 members 
Mstep: Class 19 contains 3901 members 
Mstep: Class 20 contains 161940 members 
Mstep: Class 21 contains 1857 members 
Mstep: Class 22 contains 131741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127906056.000000 Penalty: 41147.996094
Iteration 87Q: 19 clusters Score -1.279061e+08 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 6188 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 152217 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 7 contains 1534 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 154238 members 
Mstep: Class 11 contains 126033 members 
Mstep: Class 12 contains 164026 members 
Mstep: Class 14 contains 81018 members 
Mstep: Class 15 contains 228867 members 
Mstep: Class 16 contains 9469 members 
Mstep: Class 17 contains 27476 members 
Mstep: Class 19 contains 3949 members 
Mstep: Class 20 contains 161419 members 
Mstep: Class 21 contains 1855 members 
Mstep: Class 22 contains 131633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127906496.000000 Penalty: 41147.996094
Iteration 88Q: 19 clusters Score -1.279065e+08 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 6166 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 152153 members 
Mstep: Class 5 contains 2770 members 
Mstep: Class 7 contains 1535 members 
Mstep: Class 8 contains 3962 members 
Mstep: Class 9 contains 154106 members 
Mstep: Class 11 contains 126926 members 
Mstep: Class 12 contains 163859 members 
Mstep: Class 14 contains 81036 members 
Mstep: Class 15 contains 228732 members 
Mstep: Class 16 contains 9475 members 
Mstep: Class 17 contains 27295 members 
Mstep: Class 19 contains 4005 members 
Mstep: Class 20 contains 160854 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 131562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127907264.000000 Penalty: 41147.996094
Iteration 89Q: 19 clusters Score -1.279073e+08 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 6151 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 152091 members 
Mstep: Class 5 contains 2849 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 153978 members 
Mstep: Class 11 contains 127738 members 
Mstep: Class 12 contains 163780 members 
Mstep: Class 14 contains 81058 members 
Mstep: Class 15 contains 228574 members 
Mstep: Class 16 contains 9471 members 
Mstep: Class 17 contains 27101 members 
Mstep: Class 19 contains 4036 members 
Mstep: Class 20 contains 160371 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 131489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127907144.000000 Penalty: 41147.996094
Iteration 90Q: 19 clusters Score -1.279071e+08 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 152050 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 3960 members 
Mstep: Class 9 contains 153843 members 
Mstep: Class 11 contains 128517 members 
Mstep: Class 12 contains 163728 members 
Mstep: Class 14 contains 81113 members 
Mstep: Class 15 contains 228413 members 
Mstep: Class 16 contains 9470 members 
Mstep: Class 17 contains 26912 members 
Mstep: Class 19 contains 4074 members 
Mstep: Class 20 contains 159886 members 
Mstep: Class 21 contains 1859 members 
Mstep: Class 22 contains 131378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127908128.000000 Penalty: 41147.996094
Iteration 91Q: 19 clusters Score -1.279081e+08 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 6140 members 
Mstep: Class 3 contains 2402 members 
Mstep: Class 4 contains 152010 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 153692 members 
Mstep: Class 11 contains 129232 members 
Mstep: Class 12 contains 163723 members 
Mstep: Class 14 contains 81229 members 
Mstep: Class 15 contains 228206 members 
Mstep: Class 16 contains 9472 members 
Mstep: Class 17 contains 26700 members 
Mstep: Class 19 contains 4119 members 
Mstep: Class 20 contains 159448 members 
Mstep: Class 21 contains 1867 members 
Mstep: Class 22 contains 131285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127908336.000000 Penalty: 41147.996094
Iteration 92Q: 19 clusters Score -1.279083e+08 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 6137 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 151978 members 
Mstep: Class 5 contains 3092 members 
Mstep: Class 7 contains 1516 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 153544 members 
Mstep: Class 11 contains 129898 members 
Mstep: Class 12 contains 163704 members 
Mstep: Class 14 contains 81340 members 
Mstep: Class 15 contains 228027 members 
Mstep: Class 16 contains 9466 members 
Mstep: Class 17 contains 26486 members 
Mstep: Class 19 contains 4176 members 
Mstep: Class 20 contains 159035 members 
Mstep: Class 21 contains 1861 members 
Mstep: Class 22 contains 131177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127908480.000000 Penalty: 41147.996094
Iteration 93Q: 19 clusters Score -1.279085e+08 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 6106 members 
Mstep: Class 3 contains 2438 members 
Mstep: Class 4 contains 151917 members 
Mstep: Class 5 contains 3162 members 
Mstep: Class 7 contains 1514 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 153386 members 
Mstep: Class 11 contains 130496 members 
Mstep: Class 12 contains 163845 members 
Mstep: Class 14 contains 81451 members 
Mstep: Class 15 contains 227886 members 
Mstep: Class 16 contains 9460 members 
Mstep: Class 17 contains 26208 members 
Mstep: Class 19 contains 4221 members 
Mstep: Class 20 contains 158642 members 
Mstep: Class 21 contains 1860 members 
Mstep: Class 22 contains 131056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127909000.000000 Penalty: 41147.996094
Iteration 94Q: 19 clusters Score -1.27909e+08 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 6075 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 151898 members 
Mstep: Class 5 contains 3244 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 153273 members 
Mstep: Class 11 contains 131029 members 
Mstep: Class 12 contains 163962 members 
Mstep: Class 14 contains 81553 members 
Mstep: Class 15 contains 227726 members 
Mstep: Class 16 contains 9454 members 
Mstep: Class 17 contains 25936 members 
Mstep: Class 19 contains 4283 members 
Mstep: Class 20 contains 158278 members 
Mstep: Class 21 contains 1855 members 
Mstep: Class 22 contains 130917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127909672.000000 Penalty: 41147.996094
Iteration 95Q: 19 clusters Score -1.279097e+08 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 6045 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 151880 members 
Mstep: Class 5 contains 3323 members 
Mstep: Class 7 contains 1495 members 
Mstep: Class 8 contains 3959 members 
Mstep: Class 9 contains 153151 members 
Mstep: Class 11 contains 131495 members 
Mstep: Class 12 contains 164100 members 
Mstep: Class 14 contains 81624 members 
Mstep: Class 15 contains 227541 members 
Mstep: Class 16 contains 9455 members 
Mstep: Class 17 contains 25658 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 158007 members 
Mstep: Class 21 contains 1849 members 
Mstep: Class 22 contains 130794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127910040.000000 Penalty: 41147.996094
Iteration 96Q: 19 clusters Score -1.2791e+08 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 6035 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 151853 members 
Mstep: Class 5 contains 3396 members 
Mstep: Class 7 contains 1488 members 
Mstep: Class 8 contains 3960 members 
Mstep: Class 9 contains 153030 members 
Mstep: Class 11 contains 131919 members 
Mstep: Class 12 contains 164212 members 
Mstep: Class 14 contains 81713 members 
Mstep: Class 15 contains 227388 members 
Mstep: Class 16 contains 9450 members 
Mstep: Class 17 contains 25393 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 157765 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 130650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127910432.000000 Penalty: 41147.996094
Iteration 97Q: 19 clusters Score -1.279104e+08 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 6017 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 151838 members 
Mstep: Class 5 contains 3476 members 
Mstep: Class 7 contains 1483 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 152900 members 
Mstep: Class 11 contains 132289 members 
Mstep: Class 12 contains 164377 members 
Mstep: Class 14 contains 81775 members 
Mstep: Class 15 contains 227189 members 
Mstep: Class 16 contains 9444 members 
Mstep: Class 17 contains 25110 members 
Mstep: Class 19 contains 4492 members 
Mstep: Class 20 contains 157561 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 130529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127911120.000000 Penalty: 41147.996094
Iteration 98Q: 19 clusters Score -1.279111e+08 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 2501 members 
Mstep: Class 4 contains 151831 members 
Mstep: Class 5 contains 3545 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 152764 members 
Mstep: Class 11 contains 132604 members 
Mstep: Class 12 contains 164542 members 
Mstep: Class 14 contains 81828 members 
Mstep: Class 15 contains 226965 members 
Mstep: Class 16 contains 9445 members 
Mstep: Class 17 contains 24816 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 157444 members 
Mstep: Class 21 contains 1839 members 
Mstep: Class 22 contains 130417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127911176.000000 Penalty: 41147.996094
Iteration 99Q: 19 clusters Score -1.279112e+08 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 5967 members 
Mstep: Class 3 contains 2504 members 
Mstep: Class 4 contains 151826 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 8 contains 3956 members 
Mstep: Class 9 contains 152640 members 
Mstep: Class 11 contains 132872 members 
Mstep: Class 12 contains 164776 members 
Mstep: Class 14 contains 81888 members 
Mstep: Class 15 contains 226738 members 
Mstep: Class 16 contains 9451 members 
Mstep: Class 17 contains 24508 members 
Mstep: Class 19 contains 4640 members 
Mstep: Class 20 contains 157307 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 130298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127911608.000000 Penalty: 41147.996094
Iteration 100F: 19 clusters Score -1.279116e+08 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 5946 members 
Mstep: Class 3 contains 2512 members 
Mstep: Class 4 contains 151815 members 
Mstep: Class 5 contains 3683 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 3956 members 
Mstep: Class 9 contains 152484 members 
Mstep: Class 11 contains 133103 members 
Mstep: Class 12 contains 165064 members 
Mstep: Class 14 contains 81943 members 
Mstep: Class 15 contains 226511 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 24151 members 
Mstep: Class 19 contains 4704 members 
Mstep: Class 20 contains 157216 members 
Mstep: Class 21 contains 1844 members 
Mstep: Class 22 contains 130186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127912120.000000 Penalty: 41147.996094
Iteration 101Q: 19 clusters Score -1.279121e+08 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 5937 members 
Mstep: Class 3 contains 2523 members 
Mstep: Class 4 contains 151835 members 
Mstep: Class 5 contains 3765 members 
Mstep: Class 7 contains 1473 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 152311 members 
Mstep: Class 11 contains 133270 members 
Mstep: Class 12 contains 165354 members 
Mstep: Class 14 contains 82013 members 
Mstep: Class 15 contains 226269 members 
Mstep: Class 16 contains 9445 members 
Mstep: Class 17 contains 23797 members 
Mstep: Class 19 contains 4752 members 
Mstep: Class 20 contains 157155 members 
Mstep: Class 21 contains 1849 members 
Mstep: Class 22 contains 130093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127912248.000000 Penalty: 41147.996094
Iteration 102Q: 19 clusters Score -1.279122e+08 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 5933 members 
Mstep: Class 3 contains 2532 members 
Mstep: Class 4 contains 151865 members 
Mstep: Class 5 contains 3850 members 
Mstep: Class 7 contains 1475 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 152158 members 
Mstep: Class 11 contains 133428 members 
Mstep: Class 12 contains 165661 members 
Mstep: Class 14 contains 82018 members 
Mstep: Class 15 contains 226041 members 
Mstep: Class 16 contains 9453 members 
Mstep: Class 17 contains 23412 members 
Mstep: Class 19 contains 4797 members 
Mstep: Class 20 contains 157092 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 130001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127912216.000000 Penalty: 41147.996094
Iteration 103Q: 19 clusters Score -1.279122e+08 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 5929 members 
Mstep: Class 3 contains 2535 members 
Mstep: Class 4 contains 151858 members 
Mstep: Class 5 contains 3938 members 
Mstep: Class 7 contains 1473 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 151983 members 
Mstep: Class 11 contains 133549 members 
Mstep: Class 12 contains 166105 members 
Mstep: Class 14 contains 81999 members 
Mstep: Class 15 contains 225828 members 
Mstep: Class 16 contains 9457 members 
Mstep: Class 17 contains 23015 members 
Mstep: Class 19 contains 4852 members 
Mstep: Class 20 contains 157002 members 
Mstep: Class 21 contains 1856 members 
Mstep: Class 22 contains 129902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127912840.000000 Penalty: 41147.996094
Iteration 104Q: 19 clusters Score -1.279128e+08 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 5925 members 
Mstep: Class 3 contains 2542 members 
Mstep: Class 4 contains 151831 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 7 contains 1474 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 151840 members 
Mstep: Class 11 contains 133632 members 
Mstep: Class 12 contains 166523 members 
Mstep: Class 14 contains 82000 members 
Mstep: Class 15 contains 225670 members 
Mstep: Class 16 contains 9466 members 
Mstep: Class 17 contains 22566 members 
Mstep: Class 19 contains 4912 members 
Mstep: Class 20 contains 156965 members 
Mstep: Class 21 contains 1859 members 
Mstep: Class 22 contains 129784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127913232.000000 Penalty: 41147.996094
Iteration 105Q: 19 clusters Score -1.279132e+08 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 5922 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 151792 members 
Mstep: Class 5 contains 4074 members 
Mstep: Class 7 contains 1469 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 151713 members 
Mstep: Class 11 contains 133713 members 
Mstep: Class 12 contains 166875 members 
Mstep: Class 14 contains 82036 members 
Mstep: Class 15 contains 225483 members 
Mstep: Class 16 contains 9479 members 
Mstep: Class 17 contains 22146 members 
Mstep: Class 19 contains 4978 members 
Mstep: Class 20 contains 156945 members 
Mstep: Class 21 contains 1857 members 
Mstep: Class 22 contains 129683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127913624.000000 Penalty: 41147.996094
Iteration 106Q: 19 clusters Score -1.279136e+08 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 5910 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 151741 members 
Mstep: Class 5 contains 4127 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 3950 members 
Mstep: Class 9 contains 151580 members 
Mstep: Class 11 contains 133744 members 
Mstep: Class 12 contains 167261 members 
Mstep: Class 14 contains 82061 members 
Mstep: Class 15 contains 225323 members 
Mstep: Class 16 contains 9493 members 
Mstep: Class 17 contains 21747 members 
Mstep: Class 19 contains 5074 members 
Mstep: Class 20 contains 156912 members 
Mstep: Class 21 contains 1855 members 
Mstep: Class 22 contains 129597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127913488.000000 Penalty: 41147.996094
Iteration 107Q: 19 clusters Score -1.279135e+08 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 5902 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 151709 members 
Mstep: Class 5 contains 4183 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 3950 members 
Mstep: Class 9 contains 151432 members 
Mstep: Class 11 contains 133745 members 
Mstep: Class 12 contains 167674 members 
Mstep: Class 14 contains 82131 members 
Mstep: Class 15 contains 225161 members 
Mstep: Class 16 contains 9493 members 
Mstep: Class 17 contains 21328 members 
Mstep: Class 19 contains 5153 members 
Mstep: Class 20 contains 156895 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 129513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127913680.000000 Penalty: 41147.996094
Iteration 108Q: 19 clusters Score -1.279137e+08 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 5907 members 
Mstep: Class 3 contains 2561 members 
Mstep: Class 4 contains 151705 members 
Mstep: Class 5 contains 4239 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 3950 members 
Mstep: Class 9 contains 151297 members 
Mstep: Class 11 contains 133720 members 
Mstep: Class 12 contains 168050 members 
Mstep: Class 14 contains 82157 members 
Mstep: Class 15 contains 225023 members 
Mstep: Class 16 contains 9494 members 
Mstep: Class 17 contains 20898 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 156920 members 
Mstep: Class 21 contains 1860 members 
Mstep: Class 22 contains 129429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2285.360107 but Gain 2286.000000
Score: -127913560.000000 Penalty: 38861.996094
Iteration 109Q: 18 clusters Score -1.279136e+08 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 6082 members 
Mstep: Class 3 contains 2572 members 
Mstep: Class 4 contains 151837 members 
Mstep: Class 5 contains 4305 members 
Mstep: Class 8 contains 3949 members 
Mstep: Class 9 contains 151476 members 
Mstep: Class 11 contains 133908 members 
Mstep: Class 12 contains 168624 members 
Mstep: Class 14 contains 82149 members 
Mstep: Class 15 contains 225023 members 
Mstep: Class 16 contains 9512 members 
Mstep: Class 17 contains 20456 members 
Mstep: Class 19 contains 5288 members 
Mstep: Class 20 contains 157112 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 129513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127915088.000000 Penalty: 38861.996094
Iteration 110Q: 18 clusters Score -1.279151e+08 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 6181 members 
Mstep: Class 3 contains 2581 members 
Mstep: Class 4 contains 151790 members 
Mstep: Class 5 contains 4364 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 151364 members 
Mstep: Class 11 contains 133906 members 
Mstep: Class 12 contains 169030 members 
Mstep: Class 14 contains 82162 members 
Mstep: Class 15 contains 224750 members 
Mstep: Class 16 contains 9517 members 
Mstep: Class 17 contains 20027 members 
Mstep: Class 19 contains 5379 members 
Mstep: Class 20 contains 157153 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 129437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127915968.000000 Penalty: 38861.996094
Iteration 111Q: 18 clusters Score -1.27916e+08 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 6264 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 151770 members 
Mstep: Class 5 contains 4433 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 151279 members 
Mstep: Class 11 contains 133860 members 
Mstep: Class 12 contains 169414 members 
Mstep: Class 14 contains 82168 members 
Mstep: Class 15 contains 224533 members 
Mstep: Class 16 contains 9521 members 
Mstep: Class 17 contains 19599 members 
Mstep: Class 19 contains 5455 members 
Mstep: Class 20 contains 157203 members 
Mstep: Class 21 contains 1872 members 
Mstep: Class 22 contains 129372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127916264.000000 Penalty: 38861.996094
Iteration 112Q: 18 clusters Score -1.279163e+08 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 6323 members 
Mstep: Class 3 contains 2597 members 
Mstep: Class 4 contains 151754 members 
Mstep: Class 5 contains 4490 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 151164 members 
Mstep: Class 11 contains 133827 members 
Mstep: Class 12 contains 169767 members 
Mstep: Class 14 contains 82147 members 
Mstep: Class 15 contains 224327 members 
Mstep: Class 16 contains 9519 members 
Mstep: Class 17 contains 19244 members 
Mstep: Class 19 contains 5556 members 
Mstep: Class 20 contains 157279 members 
Mstep: Class 21 contains 1867 members 
Mstep: Class 22 contains 129311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127916416.000000 Penalty: 38861.996094
Iteration 113Q: 18 clusters Score -1.279164e+08 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 6367 members 
Mstep: Class 3 contains 2605 members 
Mstep: Class 4 contains 151739 members 
Mstep: Class 5 contains 4567 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 151000 members 
Mstep: Class 11 contains 133798 members 
Mstep: Class 12 contains 170178 members 
Mstep: Class 14 contains 82141 members 
Mstep: Class 15 contains 224093 members 
Mstep: Class 16 contains 9525 members 
Mstep: Class 17 contains 18878 members 
Mstep: Class 19 contains 5667 members 
Mstep: Class 20 contains 157357 members 
Mstep: Class 21 contains 1867 members 
Mstep: Class 22 contains 129246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127916920.000000 Penalty: 38861.996094
Iteration 114Q: 18 clusters Score -1.279169e+08 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 2608 members 
Mstep: Class 4 contains 151730 members 
Mstep: Class 5 contains 4654 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 150890 members 
Mstep: Class 11 contains 133766 members 
Mstep: Class 12 contains 170565 members 
Mstep: Class 14 contains 82120 members 
Mstep: Class 15 contains 223878 members 
Mstep: Class 16 contains 9526 members 
Mstep: Class 17 contains 18530 members 
Mstep: Class 19 contains 5762 members 
Mstep: Class 20 contains 157414 members 
Mstep: Class 21 contains 1868 members 
Mstep: Class 22 contains 129187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127917120.000000 Penalty: 38861.996094
Iteration 115Q: 18 clusters Score -1.279171e+08 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 6463 members 
Mstep: Class 3 contains 2616 members 
Mstep: Class 4 contains 151748 members 
Mstep: Class 5 contains 4730 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 150819 members 
Mstep: Class 11 contains 133718 members 
Mstep: Class 12 contains 170955 members 
Mstep: Class 14 contains 82073 members 
Mstep: Class 15 contains 223651 members 
Mstep: Class 16 contains 9537 members 
Mstep: Class 17 contains 18201 members 
Mstep: Class 19 contains 5821 members 
Mstep: Class 20 contains 157463 members 
Mstep: Class 21 contains 1869 members 
Mstep: Class 22 contains 129128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127917288.000000 Penalty: 38861.996094
Iteration 116Q: 18 clusters Score -1.279173e+08 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 6509 members 
Mstep: Class 3 contains 2622 members 
Mstep: Class 4 contains 151760 members 
Mstep: Class 5 contains 4769 members 
Mstep: Class 8 contains 3956 members 
Mstep: Class 9 contains 150751 members 
Mstep: Class 11 contains 133646 members 
Mstep: Class 12 contains 171297 members 
Mstep: Class 14 contains 81934 members 
Mstep: Class 15 contains 223487 members 
Mstep: Class 16 contains 9549 members 
Mstep: Class 17 contains 17877 members 
Mstep: Class 19 contains 5907 members 
Mstep: Class 20 contains 157524 members 
Mstep: Class 21 contains 1871 members 
Mstep: Class 22 contains 129091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127917600.000000 Penalty: 38861.996094
Iteration 117Q: 18 clusters Score -1.279176e+08 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 6546 members 
Mstep: Class 3 contains 2620 members 
Mstep: Class 4 contains 151764 members 
Mstep: Class 5 contains 4826 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 150728 members 
Mstep: Class 11 contains 133574 members 
Mstep: Class 12 contains 171642 members 
Mstep: Class 14 contains 81826 members 
Mstep: Class 15 contains 223291 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 17555 members 
Mstep: Class 19 contains 5976 members 
Mstep: Class 20 contains 157575 members 
Mstep: Class 21 contains 1870 members 
Mstep: Class 22 contains 129069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918184.000000 Penalty: 38861.996094
Iteration 118Q: 18 clusters Score -1.279182e+08 nChanged 2367
Entering ConstructFrom: 
Score: -127918184.000000 Penalty: 38861.996094
Entering ConstructFrom: 
Trying to split cluster 1 (34576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Entering Unmasked Estep 
Score: -3376063.250000 Penalty: 1698.273682
	Iteration 0F: 2 clusters Score -3376063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -3352818.000000 Penalty: 3396.547363
	Iteration 0F: 3 clusters Score -3352818 nChanged 16046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -3361847.500000 Penalty: 3396.547363
	Iteration 1F: 3 clusters Score -3361848 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -3362154.000000 Penalty: 3396.547363
	Iteration 2Q: 3 clusters Score -3362154 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -3362448.250000 Penalty: 3396.547363
	Iteration 3Q: 3 clusters Score -3362448 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -3362787.750000 Penalty: 3396.547363
	Iteration 4Q: 3 clusters Score -3362788 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -3363257.750000 Penalty: 3396.547363
	Iteration 5Q: 3 clusters Score -3363258 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -3363958.750000 Penalty: 3396.547363
	Iteration 6Q: 3 clusters Score -3363959 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -3364988.250000 Penalty: 3396.547363
	Iteration 7F: 3 clusters Score -3364988 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -3366641.000000 Penalty: 3396.547363
	Iteration 8F: 3 clusters Score -3366641 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -3368976.750000 Penalty: 3396.547363
	Iteration 9F: 3 clusters Score -3368977 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -3371364.000000 Penalty: 3396.547363
	Iteration 10F: 3 clusters Score -3371364 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -3373062.500000 Penalty: 3396.547363
	Iteration 11F: 3 clusters Score -3373062 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -3373899.000000 Penalty: 3396.547363
	Iteration 12Q: 3 clusters Score -3373899 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -3374224.500000 Penalty: 3396.547363
	Iteration 13Q: 3 clusters Score -3374224 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -3374382.000000 Penalty: 3396.547363
	Iteration 14Q: 3 clusters Score -3374382 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -3374477.750000 Penalty: 3396.547363
	Iteration 15Q: 3 clusters Score -3374478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -3374535.500000 Penalty: 3396.547363
	Iteration 16Q: 3 clusters Score -3374536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -3374566.500000 Penalty: 3396.547363
	Iteration 17Q: 3 clusters Score -3374566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -3374584.250000 Penalty: 3396.547363
	Iteration 18Q: 3 clusters Score -3374584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -3374606.750000 Penalty: 3396.547363
	Iteration 19Q: 3 clusters Score -3374607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -3374627.500000 Penalty: 3396.547363
	Iteration 20F: 3 clusters Score -3374628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -3374637.000000 Penalty: 3396.547363
	Iteration 21Q: 3 clusters Score -3374637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -3374644.750000 Penalty: 3396.547363
	Iteration 22Q: 3 clusters Score -3374645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -3374645.500000 Penalty: 3396.547363
	Iteration 23Q: 3 clusters Score -3374646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -3374648.500000 Penalty: 3396.547363
	Iteration 24Q: 3 clusters Score -3374648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -3374653.500000 Penalty: 3396.547363
	Iteration 25Q: 3 clusters Score -3374654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -3374658.750000 Penalty: 3396.547363
	Iteration 26Q: 3 clusters Score -3374659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -3374658.750000 Penalty: 3396.547363
	Iteration 27F: 3 clusters Score -3374659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Entering Unmasked Estep 
Score: -682146.687500 Penalty: 1428.443481
	Iteration 0F: 2 clusters Score -682146.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -677214.625000 Penalty: 2856.886963
	Iteration 0F: 3 clusters Score -677214.6 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -678535.687500 Penalty: 2856.886963
	Iteration 1F: 3 clusters Score -678535.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -678718.375000 Penalty: 2856.886963
	Iteration 2F: 3 clusters Score -678718.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -678834.250000 Penalty: 2856.886963
	Iteration 3Q: 3 clusters Score -678834.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -678927.562500 Penalty: 2856.886963
	Iteration 4Q: 3 clusters Score -678927.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -679002.625000 Penalty: 2856.886963
	Iteration 5Q: 3 clusters Score -679002.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -679067.187500 Penalty: 2856.886963
	Iteration 6Q: 3 clusters Score -679067.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -679116.375000 Penalty: 2856.886963
	Iteration 7Q: 3 clusters Score -679116.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -679166.937500 Penalty: 2856.886963
	Iteration 8Q: 3 clusters Score -679166.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -679223.500000 Penalty: 2856.886963
	Iteration 9Q: 3 clusters Score -679223.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -679287.125000 Penalty: 2856.886963
	Iteration 10Q: 3 clusters Score -679287.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -679367.937500 Penalty: 2856.886963
	Iteration 11Q: 3 clusters Score -679367.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -679462.250000 Penalty: 2856.886963
	Iteration 12Q: 3 clusters Score -679462.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -679572.437500 Penalty: 2856.886963
	Iteration 13Q: 3 clusters Score -679572.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -679703.500000 Penalty: 2856.886963
	Iteration 14Q: 3 clusters Score -679703.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -679833.437500 Penalty: 2856.886963
	Iteration 15Q: 3 clusters Score -679833.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -679977.625000 Penalty: 2856.886963
	Iteration 16Q: 3 clusters Score -679977.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -680086.937500 Penalty: 2856.886963
	Iteration 17Q: 3 clusters Score -680086.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -680204.687500 Penalty: 2856.886963
	Iteration 18Q: 3 clusters Score -680204.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -680298.937500 Penalty: 2856.886963
	Iteration 19Q: 3 clusters Score -680298.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -680376.250000 Penalty: 2856.886963
	Iteration 20F: 3 clusters Score -680376.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -680426.625000 Penalty: 2856.886963
	Iteration 21Q: 3 clusters Score -680426.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -680478.375000 Penalty: 2856.886963
	Iteration 22Q: 3 clusters Score -680478.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -680536.250000 Penalty: 2856.886963
	Iteration 23Q: 3 clusters Score -680536.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -680577.062500 Penalty: 2856.886963
	Iteration 24Q: 3 clusters Score -680577.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -680606.187500 Penalty: 2856.886963
	Iteration 25Q: 3 clusters Score -680606.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -680634.375000 Penalty: 2856.886963
	Iteration 26Q: 3 clusters Score -680634.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -680659.312500 Penalty: 2856.886963
	Iteration 27Q: 3 clusters Score -680659.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -680679.750000 Penalty: 2856.886963
	Iteration 28Q: 3 clusters Score -680679.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -680694.062500 Penalty: 2856.886963
	Iteration 29Q: 3 clusters Score -680694.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -680713.812500 Penalty: 2856.886963
	Iteration 30Q: 3 clusters Score -680713.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -680731.312500 Penalty: 2856.886963
	Iteration 31Q: 3 clusters Score -680731.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -680752.375000 Penalty: 2856.886963
	Iteration 32Q: 3 clusters Score -680752.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -680768.375000 Penalty: 2856.886963
	Iteration 33Q: 3 clusters Score -680768.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -680782.937500 Penalty: 2856.886963
	Iteration 34Q: 3 clusters Score -680782.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -680792.312500 Penalty: 2856.886963
	Iteration 35Q: 3 clusters Score -680792.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -680802.250000 Penalty: 2856.886963
	Iteration 36Q: 3 clusters Score -680802.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -680809.812500 Penalty: 2856.886963
	Iteration 37Q: 3 clusters Score -680809.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -680815.625000 Penalty: 2856.886963
	Iteration 38Q: 3 clusters Score -680815.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -680818.750000 Penalty: 2856.886963
	Iteration 39Q: 3 clusters Score -680818.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -680826.875000 Penalty: 2856.886963
	Iteration 40F: 3 clusters Score -680826.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -680833.812500 Penalty: 2856.886963
	Iteration 41Q: 3 clusters Score -680833.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -680836.500000 Penalty: 2856.886963
	Iteration 42Q: 3 clusters Score -680836.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -680842.937500 Penalty: 2856.886963
	Iteration 43Q: 3 clusters Score -680842.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -680854.375000 Penalty: 2856.886963
	Iteration 44Q: 3 clusters Score -680854.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -680866.937500 Penalty: 2856.886963
	Iteration 45Q: 3 clusters Score -680866.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -680878.625000 Penalty: 2856.886963
	Iteration 46Q: 3 clusters Score -680878.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -680890.812500 Penalty: 2856.886963
	Iteration 47Q: 3 clusters Score -680890.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -680894.750000 Penalty: 2856.886963
	Iteration 48Q: 3 clusters Score -680894.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -680895.312500 Penalty: 2856.886963
	Iteration 49Q: 3 clusters Score -680895.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -680901.500000 Penalty: 2856.886963
	Iteration 50Q: 3 clusters Score -680901.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -680909.312500 Penalty: 2856.886963
	Iteration 51Q: 3 clusters Score -680909.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -680912.562500 Penalty: 2856.886963
	Iteration 52Q: 3 clusters Score -680912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -680912.937500 Penalty: 2856.886963
	Iteration 53Q: 3 clusters Score -680912.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -680913.937500 Penalty: 2856.886963
	Iteration 54Q: 3 clusters Score -680913.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -680914.562500 Penalty: 2856.886963
	Iteration 55Q: 3 clusters Score -680914.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -680914.562500 Penalty: 2856.886963
	Iteration 56F: 3 clusters Score -680914.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Entering Unmasked Estep 
Score: -231110.468750 Penalty: 1279.459595
	Iteration 0F: 2 clusters Score -231110.5 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 1297 members 
Entering Unmasked Estep 
Score: -228685.234375 Penalty: 2558.919189
	Iteration 0F: 3 clusters Score -228685.2 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -229290.062500 Penalty: 2558.919189
	Iteration 1F: 3 clusters Score -229290.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -229461.390625 Penalty: 2558.919189
	Iteration 2F: 3 clusters Score -229461.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -229592.875000 Penalty: 2558.919189
	Iteration 3F: 3 clusters Score -229592.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -229708.703125 Penalty: 2558.919189
	Iteration 4Q: 3 clusters Score -229708.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -229809.796875 Penalty: 2558.919189
	Iteration 5Q: 3 clusters Score -229809.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -229898.046875 Penalty: 2558.919189
	Iteration 6Q: 3 clusters Score -229898 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -229979.031250 Penalty: 2558.919189
	Iteration 7Q: 3 clusters Score -229979 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -230059.375000 Penalty: 2558.919189
	Iteration 8Q: 3 clusters Score -230059.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -230122.546875 Penalty: 2558.919189
	Iteration 9Q: 3 clusters Score -230122.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -230173.984375 Penalty: 2558.919189
	Iteration 10Q: 3 clusters Score -230174 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -230213.968750 Penalty: 2558.919189
	Iteration 11Q: 3 clusters Score -230214 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -230242.015625 Penalty: 2558.919189
	Iteration 12Q: 3 clusters Score -230242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -230266.296875 Penalty: 2558.919189
	Iteration 13Q: 3 clusters Score -230266.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -230301.984375 Penalty: 2558.919189
	Iteration 14Q: 3 clusters Score -230302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -230339.171875 Penalty: 2558.919189
	Iteration 15Q: 3 clusters Score -230339.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -230365.812500 Penalty: 2558.919189
	Iteration 16Q: 3 clusters Score -230365.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -230383.906250 Penalty: 2558.919189
	Iteration 17Q: 3 clusters Score -230383.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -230396.531250 Penalty: 2558.919189
	Iteration 18Q: 3 clusters Score -230396.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -230404.546875 Penalty: 2558.919189
	Iteration 19Q: 3 clusters Score -230404.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -230413.265625 Penalty: 2558.919189
	Iteration 20F: 3 clusters Score -230413.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -230422.562500 Penalty: 2558.919189
	Iteration 21Q: 3 clusters Score -230422.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -230427.359375 Penalty: 2558.919189
	Iteration 22Q: 3 clusters Score -230427.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -230431.468750 Penalty: 2558.919189
	Iteration 23Q: 3 clusters Score -230431.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -230435.468750 Penalty: 2558.919189
	Iteration 24Q: 3 clusters Score -230435.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -230438.187500 Penalty: 2558.919189
	Iteration 25Q: 3 clusters Score -230438.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -230442.281250 Penalty: 2558.919189
	Iteration 26Q: 3 clusters Score -230442.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -230445.968750 Penalty: 2558.919189
	Iteration 27Q: 3 clusters Score -230446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -230447.875000 Penalty: 2558.919189
	Iteration 28Q: 3 clusters Score -230447.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -230449.906250 Penalty: 2558.919189
	Iteration 29Q: 3 clusters Score -230449.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -230452.890625 Penalty: 2558.919189
	Iteration 30Q: 3 clusters Score -230452.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -230454.656250 Penalty: 2558.919189
	Iteration 31Q: 3 clusters Score -230454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -230454.906250 Penalty: 2558.919189
	Iteration 32Q: 3 clusters Score -230454.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -230456.328125 Penalty: 2558.919189
	Iteration 33Q: 3 clusters Score -230456.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -230456.859375 Penalty: 2558.919189
	Iteration 34Q: 3 clusters Score -230456.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -230457.546875 Penalty: 2558.919189
	Iteration 35Q: 3 clusters Score -230457.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -230457.546875 Penalty: 2558.919189
	Iteration 36F: 3 clusters Score -230457.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (151766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151766 members 
Entering Unmasked Estep 
Score: -15440859.000000 Penalty: 1938.640381
	Iteration 0F: 2 clusters Score -1.544086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 75746 members 
Entering Unmasked Estep 
Score: -15339600.000000 Penalty: 3877.280762
	Iteration 0F: 3 clusters Score -1.53396e+07 nChanged 73267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77669 members 
Mstep: Class 2 contains 74097 members 
Entering Unmasked Estep 
Score: -15382185.000000 Penalty: 3877.280762
	Iteration 1F: 3 clusters Score -1.538218e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78715 members 
Mstep: Class 2 contains 73051 members 
Entering Unmasked Estep 
Score: -15382963.000000 Penalty: 3877.280762
	Iteration 2Q: 3 clusters Score -1.538296e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80354 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -15383581.000000 Penalty: 3877.280762
	Iteration 3Q: 3 clusters Score -1.538358e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82938 members 
Mstep: Class 2 contains 68828 members 
Entering Unmasked Estep 
Score: -15384452.000000 Penalty: 3877.280762
	Iteration 4Q: 3 clusters Score -1.538445e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86894 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -15385984.000000 Penalty: 3877.280762
	Iteration 5Q: 3 clusters Score -1.538598e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92885 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -15388508.000000 Penalty: 3877.280762
	Iteration 6Q: 3 clusters Score -1.538851e+07 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101727 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -15393459.000000 Penalty: 3877.280762
	Iteration 7F: 3 clusters Score -1.539346e+07 nChanged 12193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113916 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -15402626.000000 Penalty: 3877.280762
	Iteration 8F: 3 clusters Score -1.540263e+07 nChanged 14503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128419 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -15416033.000000 Penalty: 3877.280762
	Iteration 9F: 3 clusters Score -1.541603e+07 nChanged 12693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141110 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -15428812.000000 Penalty: 3877.280762
	Iteration 10F: 3 clusters Score -1.542881e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148440 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -15436037.000000 Penalty: 3877.280762
	Iteration 11Q: 3 clusters Score -1.543604e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150991 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -15438403.000000 Penalty: 3877.280762
	Iteration 12Q: 3 clusters Score -1.54384e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151532 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -15438956.000000 Penalty: 3877.280762
	Iteration 13Q: 3 clusters Score -1.543896e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151621 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15439047.000000 Penalty: 3877.280762
	Iteration 14Q: 3 clusters Score -1.543905e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151637 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15439095.000000 Penalty: 3877.280762
	Iteration 15Q: 3 clusters Score -1.54391e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151645 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15439124.000000 Penalty: 3877.280762
	Iteration 16Q: 3 clusters Score -1.543912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151646 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15439130.000000 Penalty: 3877.280762
	Iteration 17Q: 3 clusters Score -1.543913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151647 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15439136.000000 Penalty: 3877.280762
	Iteration 18Q: 3 clusters Score -1.543914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151647 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15439136.000000 Penalty: 3877.280762
	Iteration 19Q: 3 clusters Score -1.543914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151647 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15439136.000000 Penalty: 3877.280762
	Iteration 20F: 3 clusters Score -1.543914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Entering Unmasked Estep 
Score: -458008.000000 Penalty: 1380.329346
	Iteration 0F: 2 clusters Score -458008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -454065.718750 Penalty: 2760.658691
	Iteration 0F: 3 clusters Score -454065.7 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -455587.906250 Penalty: 2760.658691
	Iteration 1F: 3 clusters Score -455587.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -456285.125000 Penalty: 2760.658691
	Iteration 2F: 3 clusters Score -456285.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -456952.281250 Penalty: 2760.658691
	Iteration 3F: 3 clusters Score -456952.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -457488.093750 Penalty: 2760.658691
	Iteration 4F: 3 clusters Score -457488.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -457741.062500 Penalty: 2760.658691
	Iteration 5F: 3 clusters Score -457741.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -457842.281250 Penalty: 2760.658691
	Iteration 6Q: 3 clusters Score -457842.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -457895.250000 Penalty: 2760.658691
	Iteration 7Q: 3 clusters Score -457895.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -457921.000000 Penalty: 2760.658691
	Iteration 8Q: 3 clusters Score -457921 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -457937.437500 Penalty: 2760.658691
	Iteration 9Q: 3 clusters Score -457937.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -457949.937500 Penalty: 2760.658691
	Iteration 10Q: 3 clusters Score -457949.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -457958.625000 Penalty: 2760.658691
	Iteration 11Q: 3 clusters Score -457958.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -457961.312500 Penalty: 2760.658691
	Iteration 12Q: 3 clusters Score -457961.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -457965.593750 Penalty: 2760.658691
	Iteration 13Q: 3 clusters Score -457965.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -457968.593750 Penalty: 2760.658691
	Iteration 14Q: 3 clusters Score -457968.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -457970.781250 Penalty: 2760.658691
	Iteration 15Q: 3 clusters Score -457970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -457971.000000 Penalty: 2760.658691
	Iteration 16Q: 3 clusters Score -457971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -457971.000000 Penalty: 2760.658691
	Iteration 17F: 3 clusters Score -457971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Entering Unmasked Estep 
Score: -407871.906250 Penalty: 1345.862427
	Iteration 0F: 2 clusters Score -407871.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -404513.812500 Penalty: 2691.724854
	Iteration 0F: 3 clusters Score -404513.8 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -405374.562500 Penalty: 2691.724854
	Iteration 1F: 3 clusters Score -405374.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -405594.250000 Penalty: 2691.724854
	Iteration 2F: 3 clusters Score -405594.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -405795.406250 Penalty: 2691.724854
	Iteration 3F: 3 clusters Score -405795.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -406045.187500 Penalty: 2691.724854
	Iteration 4F: 3 clusters Score -406045.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -406292.687500 Penalty: 2691.724854
	Iteration 5F: 3 clusters Score -406292.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -406478.875000 Penalty: 2691.724854
	Iteration 6F: 3 clusters Score -406478.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -406601.531250 Penalty: 2691.724854
	Iteration 7Q: 3 clusters Score -406601.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -406681.125000 Penalty: 2691.724854
	Iteration 8Q: 3 clusters Score -406681.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -406734.781250 Penalty: 2691.724854
	Iteration 9Q: 3 clusters Score -406734.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -406771.406250 Penalty: 2691.724854
	Iteration 10Q: 3 clusters Score -406771.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -406798.812500 Penalty: 2691.724854
	Iteration 11Q: 3 clusters Score -406798.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -406820.812500 Penalty: 2691.724854
	Iteration 12Q: 3 clusters Score -406820.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -406841.031250 Penalty: 2691.724854
	Iteration 13Q: 3 clusters Score -406841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -406850.937500 Penalty: 2691.724854
	Iteration 14Q: 3 clusters Score -406850.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -406863.562500 Penalty: 2691.724854
	Iteration 15Q: 3 clusters Score -406863.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -406873.312500 Penalty: 2691.724854
	Iteration 16Q: 3 clusters Score -406873.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -406880.906250 Penalty: 2691.724854
	Iteration 17Q: 3 clusters Score -406880.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -406889.250000 Penalty: 2691.724854
	Iteration 18Q: 3 clusters Score -406889.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -406903.625000 Penalty: 2691.724854
	Iteration 19Q: 3 clusters Score -406903.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -406914.031250 Penalty: 2691.724854
	Iteration 20F: 3 clusters Score -406914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -406925.656250 Penalty: 2691.724854
	Iteration 21Q: 3 clusters Score -406925.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -406933.875000 Penalty: 2691.724854
	Iteration 22Q: 3 clusters Score -406933.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -406937.687500 Penalty: 2691.724854
	Iteration 23Q: 3 clusters Score -406937.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -406941.562500 Penalty: 2691.724854
	Iteration 24Q: 3 clusters Score -406941.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -406945.343750 Penalty: 2691.724854
	Iteration 25Q: 3 clusters Score -406945.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -406945.812500 Penalty: 2691.724854
	Iteration 26Q: 3 clusters Score -406945.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -406947.312500 Penalty: 2691.724854
	Iteration 27Q: 3 clusters Score -406947.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -406947.906250 Penalty: 2691.724854
	Iteration 28Q: 3 clusters Score -406947.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -406950.468750 Penalty: 2691.724854
	Iteration 29Q: 3 clusters Score -406950.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -406953.906250 Penalty: 2691.724854
	Iteration 30Q: 3 clusters Score -406953.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -406957.468750 Penalty: 2691.724854
	Iteration 31Q: 3 clusters Score -406957.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -406959.687500 Penalty: 2691.724854
	Iteration 32Q: 3 clusters Score -406959.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -406961.812500 Penalty: 2691.724854
	Iteration 33Q: 3 clusters Score -406961.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -406968.531250 Penalty: 2691.724854
	Iteration 34Q: 3 clusters Score -406968.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -406972.812500 Penalty: 2691.724854
	Iteration 35Q: 3 clusters Score -406972.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -406976.031250 Penalty: 2691.724854
	Iteration 36Q: 3 clusters Score -406976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -406978.687500 Penalty: 2691.724854
	Iteration 37Q: 3 clusters Score -406978.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -406979.625000 Penalty: 2691.724854
	Iteration 38Q: 3 clusters Score -406979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -406980.531250 Penalty: 2691.724854
	Iteration 39Q: 3 clusters Score -406980.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -406981.687500 Penalty: 2691.724854
	Iteration 40F: 3 clusters Score -406981.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -406981.718750 Penalty: 2691.724854
	Iteration 41Q: 3 clusters Score -406981.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -406981.843750 Penalty: 2691.724854
	Iteration 42Q: 3 clusters Score -406981.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -406982.812500 Penalty: 2691.724854
	Iteration 43Q: 3 clusters Score -406982.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -406983.375000 Penalty: 2691.724854
	Iteration 44Q: 3 clusters Score -406983.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -406983.593750 Penalty: 2691.724854
	Iteration 45Q: 3 clusters Score -406983.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -406984.093750 Penalty: 2691.724854
	Iteration 46Q: 3 clusters Score -406984.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -406985.062500 Penalty: 2691.724854
	Iteration 47Q: 3 clusters Score -406985.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -406986.531250 Penalty: 2691.724854
	Iteration 48Q: 3 clusters Score -406986.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -406986.875000 Penalty: 2691.724854
	Iteration 49Q: 3 clusters Score -406986.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -406987.968750 Penalty: 2691.724854
	Iteration 50Q: 3 clusters Score -406988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -406989.531250 Penalty: 2691.724854
	Iteration 51Q: 3 clusters Score -406989.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -406990.250000 Penalty: 2691.724854
	Iteration 52Q: 3 clusters Score -406990.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -406990.250000 Penalty: 2691.724854
	Iteration 53F: 3 clusters Score -406990.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (150701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150701 members 
Entering Unmasked Estep 
Score: -15168402.000000 Penalty: 1937.496094
	Iteration 0F: 2 clusters Score -1.51684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75443 members 
Mstep: Class 2 contains 75258 members 
Entering Unmasked Estep 
Score: -15068127.000000 Penalty: 3874.992188
	Iteration 0F: 3 clusters Score -1.506813e+07 nChanged 72622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77075 members 
Mstep: Class 2 contains 73626 members 
Entering Unmasked Estep 
Score: -15110666.000000 Penalty: 3874.992188
	Iteration 1F: 3 clusters Score -1.511067e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78223 members 
Mstep: Class 2 contains 72478 members 
Entering Unmasked Estep 
Score: -15111594.000000 Penalty: 3874.992188
	Iteration 2Q: 3 clusters Score -1.511159e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80209 members 
Mstep: Class 2 contains 70492 members 
Entering Unmasked Estep 
Score: -15112847.000000 Penalty: 3874.992188
	Iteration 3Q: 3 clusters Score -1.511285e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83353 members 
Mstep: Class 2 contains 67348 members 
Entering Unmasked Estep 
Score: -15114679.000000 Penalty: 3874.992188
	Iteration 4Q: 3 clusters Score -1.511468e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88156 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -15117995.000000 Penalty: 3874.992188
	Iteration 5Q: 3 clusters Score -1.5118e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94988 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -15123356.000000 Penalty: 3874.992188
	Iteration 6F: 3 clusters Score -1.512336e+07 nChanged 10957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103785 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -15131720.000000 Penalty: 3874.992188
	Iteration 7F: 3 clusters Score -1.513172e+07 nChanged 11676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113443 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -15141768.000000 Penalty: 3874.992188
	Iteration 8F: 3 clusters Score -1.514177e+07 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121961 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -15150882.000000 Penalty: 3874.992188
	Iteration 9F: 3 clusters Score -1.515088e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128037 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -15157690.000000 Penalty: 3874.992188
	Iteration 10Q: 3 clusters Score -1.515769e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131841 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -15161462.000000 Penalty: 3874.992188
	Iteration 11Q: 3 clusters Score -1.516146e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134405 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -15163569.000000 Penalty: 3874.992188
	Iteration 12Q: 3 clusters Score -1.516357e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136277 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -15164711.000000 Penalty: 3874.992188
	Iteration 13Q: 3 clusters Score -1.516471e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137779 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -15165425.000000 Penalty: 3874.992188
	Iteration 14Q: 3 clusters Score -1.516542e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139047 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -15165961.000000 Penalty: 3874.992188
	Iteration 15Q: 3 clusters Score -1.516596e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140084 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -15166244.000000 Penalty: 3874.992188
	Iteration 16Q: 3 clusters Score -1.516624e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140976 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -15166570.000000 Penalty: 3874.992188
	Iteration 17Q: 3 clusters Score -1.516657e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141734 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -15166762.000000 Penalty: 3874.992188
	Iteration 18Q: 3 clusters Score -1.516676e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142425 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -15166939.000000 Penalty: 3874.992188
	Iteration 19Q: 3 clusters Score -1.516694e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143025 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -15167081.000000 Penalty: 3874.992188
	Iteration 20F: 3 clusters Score -1.516708e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143544 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -15167187.000000 Penalty: 3874.992188
	Iteration 21Q: 3 clusters Score -1.516719e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144001 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -15167324.000000 Penalty: 3874.992188
	Iteration 22Q: 3 clusters Score -1.516732e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144411 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -15167359.000000 Penalty: 3874.992188
	Iteration 23Q: 3 clusters Score -1.516736e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144773 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -15167430.000000 Penalty: 3874.992188
	Iteration 24Q: 3 clusters Score -1.516743e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145068 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -15167452.000000 Penalty: 3874.992188
	Iteration 25Q: 3 clusters Score -1.516745e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145335 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -15167458.000000 Penalty: 3874.992188
	Iteration 26Q: 3 clusters Score -1.516746e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145579 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -15167543.000000 Penalty: 3874.992188
	Iteration 27Q: 3 clusters Score -1.516754e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145798 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -15167589.000000 Penalty: 3874.992188
	Iteration 28Q: 3 clusters Score -1.516759e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146004 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -15167599.000000 Penalty: 3874.992188
	Iteration 29Q: 3 clusters Score -1.51676e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146187 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -15167582.000000 Penalty: 3874.992188
	Iteration 30Q: 3 clusters Score -1.516758e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146352 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -15167590.000000 Penalty: 3874.992188
	Iteration 31Q: 3 clusters Score -1.516759e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146488 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -15167583.000000 Penalty: 3874.992188
	Iteration 32Q: 3 clusters Score -1.516758e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146616 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -15167564.000000 Penalty: 3874.992188
	Iteration 33Q: 3 clusters Score -1.516756e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146742 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -15167586.000000 Penalty: 3874.992188
	Iteration 34Q: 3 clusters Score -1.516759e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146849 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -15167628.000000 Penalty: 3874.992188
	Iteration 35Q: 3 clusters Score -1.516763e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146954 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -15167650.000000 Penalty: 3874.992188
	Iteration 36Q: 3 clusters Score -1.516765e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147043 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -15167619.000000 Penalty: 3874.992188
	Iteration 37Q: 3 clusters Score -1.516762e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147126 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -15167621.000000 Penalty: 3874.992188
	Iteration 38Q: 3 clusters Score -1.516762e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147201 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -15167615.000000 Penalty: 3874.992188
	Iteration 39Q: 3 clusters Score -1.516762e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147259 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -15167598.000000 Penalty: 3874.992188
	Iteration 40F: 3 clusters Score -1.51676e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147309 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -15167596.000000 Penalty: 3874.992188
	Iteration 41Q: 3 clusters Score -1.51676e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147352 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -15167591.000000 Penalty: 3874.992188
	Iteration 42Q: 3 clusters Score -1.516759e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147403 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -15167610.000000 Penalty: 3874.992188
	Iteration 43Q: 3 clusters Score -1.516761e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147453 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -15167608.000000 Penalty: 3874.992188
	Iteration 44Q: 3 clusters Score -1.516761e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147510 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -15167620.000000 Penalty: 3874.992188
	Iteration 45Q: 3 clusters Score -1.516762e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147559 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -15167644.000000 Penalty: 3874.992188
	Iteration 46Q: 3 clusters Score -1.516764e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147596 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -15167643.000000 Penalty: 3874.992188
	Iteration 47Q: 3 clusters Score -1.516764e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147620 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -15167647.000000 Penalty: 3874.992188
	Iteration 48Q: 3 clusters Score -1.516765e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147637 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -15167628.000000 Penalty: 3874.992188
	Iteration 49Q: 3 clusters Score -1.516763e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147654 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -15167639.000000 Penalty: 3874.992188
	Iteration 50Q: 3 clusters Score -1.516764e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147672 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -15167637.000000 Penalty: 3874.992188
	Iteration 51Q: 3 clusters Score -1.516764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147689 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -15167644.000000 Penalty: 3874.992188
	Iteration 52Q: 3 clusters Score -1.516764e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147702 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -15167648.000000 Penalty: 3874.992188
	Iteration 53Q: 3 clusters Score -1.516765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147714 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -15167642.000000 Penalty: 3874.992188
	Iteration 54Q: 3 clusters Score -1.516764e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147726 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -15167649.000000 Penalty: 3874.992188
	Iteration 55Q: 3 clusters Score -1.516765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147738 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -15167642.000000 Penalty: 3874.992188
	Iteration 56Q: 3 clusters Score -1.516764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147748 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -15167636.000000 Penalty: 3874.992188
	Iteration 57Q: 3 clusters Score -1.516764e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147756 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -15167644.000000 Penalty: 3874.992188
	Iteration 58Q: 3 clusters Score -1.516764e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147767 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -15167663.000000 Penalty: 3874.992188
	Iteration 59Q: 3 clusters Score -1.516766e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147784 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -15167643.000000 Penalty: 3874.992188
	Iteration 60F: 3 clusters Score -1.516764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147795 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -15167650.000000 Penalty: 3874.992188
	Iteration 61Q: 3 clusters Score -1.516765e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147807 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -15167662.000000 Penalty: 3874.992188
	Iteration 62Q: 3 clusters Score -1.516766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147814 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -15167651.000000 Penalty: 3874.992188
	Iteration 63Q: 3 clusters Score -1.516765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147826 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -15167668.000000 Penalty: 3874.992188
	Iteration 64Q: 3 clusters Score -1.516767e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147838 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -15167655.000000 Penalty: 3874.992188
	Iteration 65Q: 3 clusters Score -1.516766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147850 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -15167665.000000 Penalty: 3874.992188
	Iteration 66Q: 3 clusters Score -1.516766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147860 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -15167667.000000 Penalty: 3874.992188
	Iteration 67Q: 3 clusters Score -1.516767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147868 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -15167660.000000 Penalty: 3874.992188
	Iteration 68Q: 3 clusters Score -1.516766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147874 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -15167669.000000 Penalty: 3874.992188
	Iteration 69Q: 3 clusters Score -1.516767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147880 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -15167672.000000 Penalty: 3874.992188
	Iteration 70Q: 3 clusters Score -1.516767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147881 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -15167667.000000 Penalty: 3874.992188
	Iteration 71Q: 3 clusters Score -1.516767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147885 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -15167655.000000 Penalty: 3874.992188
	Iteration 72Q: 3 clusters Score -1.516766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147887 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -15167652.000000 Penalty: 3874.992188
	Iteration 73Q: 3 clusters Score -1.516765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147890 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -15167656.000000 Penalty: 3874.992188
	Iteration 74Q: 3 clusters Score -1.516766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147893 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -15167649.000000 Penalty: 3874.992188
	Iteration 75Q: 3 clusters Score -1.516765e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147893 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -15167649.000000 Penalty: 3874.992188
	Iteration 76F: 3 clusters Score -1.516765e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (133527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133527 members 
Entering Unmasked Estep 
Score: -13644188.000000 Penalty: 1917.834595
	Iteration 0F: 2 clusters Score -1.364419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -13555293.000000 Penalty: 3835.669189
	Iteration 0F: 3 clusters Score -1.355529e+07 nChanged 64316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64439 members 
Mstep: Class 2 contains 69088 members 
Entering Unmasked Estep 
Score: -13592287.000000 Penalty: 3835.669189
	Iteration 1F: 3 clusters Score -1.359229e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Mstep: Class 2 contains 70570 members 
Entering Unmasked Estep 
Score: -13593204.000000 Penalty: 3835.669189
	Iteration 2Q: 3 clusters Score -1.35932e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 72937 members 
Entering Unmasked Estep 
Score: -13594349.000000 Penalty: 3835.669189
	Iteration 3Q: 3 clusters Score -1.359435e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56649 members 
Mstep: Class 2 contains 76878 members 
Entering Unmasked Estep 
Score: -13596273.000000 Penalty: 3835.669189
	Iteration 4Q: 3 clusters Score -1.359627e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 83047 members 
Entering Unmasked Estep 
Score: -13600165.000000 Penalty: 3835.669189
	Iteration 5F: 3 clusters Score -1.360016e+07 nChanged 9985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 91812 members 
Entering Unmasked Estep 
Score: -13607211.000000 Penalty: 3835.669189
	Iteration 6F: 3 clusters Score -1.360721e+07 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 102429 members 
Entering Unmasked Estep 
Score: -13617289.000000 Penalty: 3835.669189
	Iteration 7F: 3 clusters Score -1.361729e+07 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 112483 members 
Entering Unmasked Estep 
Score: -13627897.000000 Penalty: 3835.669189
	Iteration 8F: 3 clusters Score -1.36279e+07 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 119408 members 
Entering Unmasked Estep 
Score: -13635087.000000 Penalty: 3835.669189
	Iteration 9F: 3 clusters Score -1.363509e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 123019 members 
Entering Unmasked Estep 
Score: -13638636.000000 Penalty: 3835.669189
	Iteration 10Q: 3 clusters Score -1.363864e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 125080 members 
Entering Unmasked Estep 
Score: -13640284.000000 Penalty: 3835.669189
	Iteration 11Q: 3 clusters Score -1.364028e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 126371 members 
Entering Unmasked Estep 
Score: -13641118.000000 Penalty: 3835.669189
	Iteration 12Q: 3 clusters Score -1.364112e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 127323 members 
Entering Unmasked Estep 
Score: -13641583.000000 Penalty: 3835.669189
	Iteration 13Q: 3 clusters Score -1.364158e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 128102 members 
Entering Unmasked Estep 
Score: -13641981.000000 Penalty: 3835.669189
	Iteration 14Q: 3 clusters Score -1.364198e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 128731 members 
Entering Unmasked Estep 
Score: -13642285.000000 Penalty: 3835.669189
	Iteration 15Q: 3 clusters Score -1.364228e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 129256 members 
Entering Unmasked Estep 
Score: -13642606.000000 Penalty: 3835.669189
	Iteration 16Q: 3 clusters Score -1.364261e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 129695 members 
Entering Unmasked Estep 
Score: -13642864.000000 Penalty: 3835.669189
	Iteration 17Q: 3 clusters Score -1.364286e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 130034 members 
Entering Unmasked Estep 
Score: -13643018.000000 Penalty: 3835.669189
	Iteration 18Q: 3 clusters Score -1.364302e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 130288 members 
Entering Unmasked Estep 
Score: -13643201.000000 Penalty: 3835.669189
	Iteration 19Q: 3 clusters Score -1.36432e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 130502 members 
Entering Unmasked Estep 
Score: -13643320.000000 Penalty: 3835.669189
	Iteration 20F: 3 clusters Score -1.364332e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 130688 members 
Entering Unmasked Estep 
Score: -13643420.000000 Penalty: 3835.669189
	Iteration 21Q: 3 clusters Score -1.364342e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 130826 members 
Entering Unmasked Estep 
Score: -13643462.000000 Penalty: 3835.669189
	Iteration 22Q: 3 clusters Score -1.364346e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 130925 members 
Entering Unmasked Estep 
Score: -13643521.000000 Penalty: 3835.669189
	Iteration 23Q: 3 clusters Score -1.364352e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 131006 members 
Entering Unmasked Estep 
Score: -13643545.000000 Penalty: 3835.669189
	Iteration 24Q: 3 clusters Score -1.364354e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 131097 members 
Entering Unmasked Estep 
Score: -13643560.000000 Penalty: 3835.669189
	Iteration 25Q: 3 clusters Score -1.364356e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 131171 members 
Entering Unmasked Estep 
Score: -13643595.000000 Penalty: 3835.669189
	Iteration 26Q: 3 clusters Score -1.36436e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 131216 members 
Entering Unmasked Estep 
Score: -13643612.000000 Penalty: 3835.669189
	Iteration 27Q: 3 clusters Score -1.364361e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 131245 members 
Entering Unmasked Estep 
Score: -13643611.000000 Penalty: 3835.669189
	Iteration 28Q: 3 clusters Score -1.364361e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 131268 members 
Entering Unmasked Estep 
Score: -13643615.000000 Penalty: 3835.669189
	Iteration 29Q: 3 clusters Score -1.364362e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 131291 members 
Entering Unmasked Estep 
Score: -13643615.000000 Penalty: 3835.669189
	Iteration 30Q: 3 clusters Score -1.364362e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 131313 members 
Entering Unmasked Estep 
Score: -13643630.000000 Penalty: 3835.669189
	Iteration 31Q: 3 clusters Score -1.364363e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 131330 members 
Entering Unmasked Estep 
Score: -13643641.000000 Penalty: 3835.669189
	Iteration 32Q: 3 clusters Score -1.364364e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 131349 members 
Entering Unmasked Estep 
Score: -13643642.000000 Penalty: 3835.669189
	Iteration 33Q: 3 clusters Score -1.364364e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 131367 members 
Entering Unmasked Estep 
Score: -13643664.000000 Penalty: 3835.669189
	Iteration 34Q: 3 clusters Score -1.364366e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 131380 members 
Entering Unmasked Estep 
Score: -13643665.000000 Penalty: 3835.669189
	Iteration 35Q: 3 clusters Score -1.364366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 131394 members 
Entering Unmasked Estep 
Score: -13643662.000000 Penalty: 3835.669189
	Iteration 36Q: 3 clusters Score -1.364366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 131405 members 
Entering Unmasked Estep 
Score: -13643661.000000 Penalty: 3835.669189
	Iteration 37Q: 3 clusters Score -1.364366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 131411 members 
Entering Unmasked Estep 
Score: -13643651.000000 Penalty: 3835.669189
	Iteration 38Q: 3 clusters Score -1.364365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 131419 members 
Entering Unmasked Estep 
Score: -13643652.000000 Penalty: 3835.669189
	Iteration 39Q: 3 clusters Score -1.364365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 131427 members 
Entering Unmasked Estep 
Score: -13643638.000000 Penalty: 3835.669189
	Iteration 40F: 3 clusters Score -1.364364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 131436 members 
Entering Unmasked Estep 
Score: -13643646.000000 Penalty: 3835.669189
	Iteration 41Q: 3 clusters Score -1.364365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 131442 members 
Entering Unmasked Estep 
Score: -13643644.000000 Penalty: 3835.669189
	Iteration 42Q: 3 clusters Score -1.364364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 131444 members 
Entering Unmasked Estep 
Score: -13643640.000000 Penalty: 3835.669189
	Iteration 43Q: 3 clusters Score -1.364364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 131444 members 
Entering Unmasked Estep 
Score: -13643640.000000 Penalty: 3835.669189
	Iteration 44F: 3 clusters Score -1.364364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (171967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171967 members 
Entering Unmasked Estep 
Score: -17387772.000000 Penalty: 1958.946899
	Iteration 0F: 2 clusters Score -1.738777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85758 members 
Mstep: Class 2 contains 86209 members 
Entering Unmasked Estep 
Score: -17273436.000000 Penalty: 3917.893799
	Iteration 0F: 3 clusters Score -1.727344e+07 nChanged 83166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82524 members 
Mstep: Class 2 contains 89443 members 
Entering Unmasked Estep 
Score: -17322218.000000 Penalty: 3917.893799
	Iteration 1F: 3 clusters Score -1.732222e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80103 members 
Mstep: Class 2 contains 91864 members 
Entering Unmasked Estep 
Score: -17323230.000000 Penalty: 3917.893799
	Iteration 2Q: 3 clusters Score -1.732323e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76241 members 
Mstep: Class 2 contains 95726 members 
Entering Unmasked Estep 
Score: -17324824.000000 Penalty: 3917.893799
	Iteration 3Q: 3 clusters Score -1.732482e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70405 members 
Mstep: Class 2 contains 101562 members 
Entering Unmasked Estep 
Score: -17327406.000000 Penalty: 3917.893799
	Iteration 4Q: 3 clusters Score -1.732741e+07 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61673 members 
Mstep: Class 2 contains 110294 members 
Entering Unmasked Estep 
Score: -17332404.000000 Penalty: 3917.893799
	Iteration 5F: 3 clusters Score -1.73324e+07 nChanged 12330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 122544 members 
Entering Unmasked Estep 
Score: -17340960.000000 Penalty: 3917.893799
	Iteration 6F: 3 clusters Score -1.734096e+07 nChanged 14790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 137320 members 
Entering Unmasked Estep 
Score: -17353588.000000 Penalty: 3917.893799
	Iteration 7F: 3 clusters Score -1.735359e+07 nChanged 14635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 151953 members 
Entering Unmasked Estep 
Score: -17367286.000000 Penalty: 3917.893799
	Iteration 8F: 3 clusters Score -1.736729e+07 nChanged 10681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 162634 members 
Entering Unmasked Estep 
Score: -17377600.000000 Penalty: 3917.893799
	Iteration 9F: 3 clusters Score -1.73776e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 168406 members 
Entering Unmasked Estep 
Score: -17382948.000000 Penalty: 3917.893799
	Iteration 10Q: 3 clusters Score -1.738295e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 170736 members 
Entering Unmasked Estep 
Score: -17384976.000000 Penalty: 3917.893799
	Iteration 11Q: 3 clusters Score -1.738498e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 171464 members 
Entering Unmasked Estep 
Score: -17385656.000000 Penalty: 3917.893799
	Iteration 12Q: 3 clusters Score -1.738566e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 171686 members 
Entering Unmasked Estep 
Score: -17385894.000000 Penalty: 3917.893799
	Iteration 13Q: 3 clusters Score -1.738589e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 171749 members 
Entering Unmasked Estep 
Score: -17385960.000000 Penalty: 3917.893799
	Iteration 14Q: 3 clusters Score -1.738596e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 171776 members 
Entering Unmasked Estep 
Score: -17385994.000000 Penalty: 3917.893799
	Iteration 15Q: 3 clusters Score -1.738599e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 171791 members 
Entering Unmasked Estep 
Score: -17386032.000000 Penalty: 3917.893799
	Iteration 16Q: 3 clusters Score -1.738603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 171798 members 
Entering Unmasked Estep 
Score: -17386034.000000 Penalty: 3917.893799
	Iteration 17Q: 3 clusters Score -1.738603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171802 members 
Entering Unmasked Estep 
Score: -17386042.000000 Penalty: 3917.893799
	Iteration 18Q: 3 clusters Score -1.738604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 171804 members 
Entering Unmasked Estep 
Score: -17386054.000000 Penalty: 3917.893799
	Iteration 19Q: 3 clusters Score -1.738605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 171806 members 
Entering Unmasked Estep 
Score: -17386052.000000 Penalty: 3917.893799
	Iteration 20F: 3 clusters Score -1.738605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 171805 members 
Entering Unmasked Estep 
Score: -17386062.000000 Penalty: 3917.893799
	Iteration 21Q: 3 clusters Score -1.738606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 171806 members 
Entering Unmasked Estep 
Score: -17386068.000000 Penalty: 3917.893799
	Iteration 22Q: 3 clusters Score -1.738607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 171806 members 
Entering Unmasked Estep 
Score: -17386068.000000 Penalty: 3917.893799
	Iteration 23F: 3 clusters Score -1.738607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (81721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81721 members 
Entering Unmasked Estep 
Score: -8259805.000000 Penalty: 1838.048340
	Iteration 0F: 2 clusters Score -8259805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -8205119.000000 Penalty: 3676.096680
	Iteration 0F: 3 clusters Score -8205119 nChanged 38920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -8227209.000000 Penalty: 3676.096680
	Iteration 1F: 3 clusters Score -8227209 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -8227692.000000 Penalty: 3676.096680
	Iteration 2Q: 3 clusters Score -8227692 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -8228194.000000 Penalty: 3676.096680
	Iteration 3Q: 3 clusters Score -8228194 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -8228691.000000 Penalty: 3676.096680
	Iteration 4Q: 3 clusters Score -8228691 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -8229430.500000 Penalty: 3676.096680
	Iteration 5Q: 3 clusters Score -8229430 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -8230506.000000 Penalty: 3676.096680
	Iteration 6Q: 3 clusters Score -8230506 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -8232190.500000 Penalty: 3676.096680
	Iteration 7Q: 3 clusters Score -8232190 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -8235183.500000 Penalty: 3676.096680
	Iteration 8F: 3 clusters Score -8235184 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54988 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -8239719.000000 Penalty: 3676.096680
	Iteration 9F: 3 clusters Score -8239719 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -8245549.500000 Penalty: 3676.096680
	Iteration 10F: 3 clusters Score -8245550 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -8250930.500000 Penalty: 3676.096680
	Iteration 11F: 3 clusters Score -8250930 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -8254201.000000 Penalty: 3676.096680
	Iteration 12Q: 3 clusters Score -8254201 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -8255791.000000 Penalty: 3676.096680
	Iteration 13Q: 3 clusters Score -8255791 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66248 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -8256678.500000 Penalty: 3676.096680
	Iteration 14Q: 3 clusters Score -8256678 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66998 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -8257286.000000 Penalty: 3676.096680
	Iteration 15Q: 3 clusters Score -8257286 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -8257695.000000 Penalty: 3676.096680
	Iteration 16Q: 3 clusters Score -8257695 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68201 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -8258063.000000 Penalty: 3676.096680
	Iteration 17Q: 3 clusters Score -8258063 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68678 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -8258267.500000 Penalty: 3676.096680
	Iteration 18Q: 3 clusters Score -8258268 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69081 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -8258406.500000 Penalty: 3676.096680
	Iteration 19Q: 3 clusters Score -8258406 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69408 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -8258469.500000 Penalty: 3676.096680
	Iteration 20F: 3 clusters Score -8258470 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69719 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -8258534.500000 Penalty: 3676.096680
	Iteration 21Q: 3 clusters Score -8258534 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70008 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -8258607.000000 Penalty: 3676.096680
	Iteration 22Q: 3 clusters Score -8258607 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70293 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -8258675.500000 Penalty: 3676.096680
	Iteration 23Q: 3 clusters Score -8258676 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70550 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -8258731.500000 Penalty: 3676.096680
	Iteration 24Q: 3 clusters Score -8258732 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70781 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -8258763.500000 Penalty: 3676.096680
	Iteration 25Q: 3 clusters Score -8258764 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71001 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -8258786.500000 Penalty: 3676.096680
	Iteration 26Q: 3 clusters Score -8258786 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71220 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -8258785.000000 Penalty: 3676.096680
	Iteration 27Q: 3 clusters Score -8258785 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71402 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -8258805.000000 Penalty: 3676.096680
	Iteration 28Q: 3 clusters Score -8258805 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71594 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -8258834.000000 Penalty: 3676.096680
	Iteration 29Q: 3 clusters Score -8258834 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71785 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -8258884.000000 Penalty: 3676.096680
	Iteration 30Q: 3 clusters Score -8258884 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71965 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -8258915.000000 Penalty: 3676.096680
	Iteration 31Q: 3 clusters Score -8258915 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72129 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -8258928.500000 Penalty: 3676.096680
	Iteration 32Q: 3 clusters Score -8258928 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72271 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -8258961.500000 Penalty: 3676.096680
	Iteration 33Q: 3 clusters Score -8258962 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72424 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -8258985.500000 Penalty: 3676.096680
	Iteration 34Q: 3 clusters Score -8258986 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72574 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -8258985.000000 Penalty: 3676.096680
	Iteration 35Q: 3 clusters Score -8258985 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -8259023.000000 Penalty: 3676.096680
	Iteration 36Q: 3 clusters Score -8259023 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72868 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -8259023.500000 Penalty: 3676.096680
	Iteration 37Q: 3 clusters Score -8259024 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73006 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -8259037.500000 Penalty: 3676.096680
	Iteration 38Q: 3 clusters Score -8259038 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73126 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -8259063.500000 Penalty: 3676.096680
	Iteration 39Q: 3 clusters Score -8259064 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73238 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -8259094.500000 Penalty: 3676.096680
	Iteration 40F: 3 clusters Score -8259094 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73337 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -8259108.000000 Penalty: 3676.096680
	Iteration 41Q: 3 clusters Score -8259108 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73438 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -8259112.000000 Penalty: 3676.096680
	Iteration 42Q: 3 clusters Score -8259112 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73541 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -8259129.000000 Penalty: 3676.096680
	Iteration 43Q: 3 clusters Score -8259129 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73654 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -8259139.000000 Penalty: 3676.096680
	Iteration 44Q: 3 clusters Score -8259139 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73769 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -8259138.000000 Penalty: 3676.096680
	Iteration 45Q: 3 clusters Score -8259138 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -8259170.000000 Penalty: 3676.096680
	Iteration 46Q: 3 clusters Score -8259170 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74023 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -8259199.000000 Penalty: 3676.096680
	Iteration 47Q: 3 clusters Score -8259199 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74148 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -8259178.000000 Penalty: 3676.096680
	Iteration 48Q: 3 clusters Score -8259178 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -8259200.500000 Penalty: 3676.096680
	Iteration 49Q: 3 clusters Score -8259200 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74362 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -8259200.000000 Penalty: 3676.096680
	Iteration 50Q: 3 clusters Score -8259200 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74460 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -8259216.500000 Penalty: 3676.096680
	Iteration 51Q: 3 clusters Score -8259216 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74545 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -8259198.000000 Penalty: 3676.096680
	Iteration 52Q: 3 clusters Score -8259198 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74620 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -8259219.500000 Penalty: 3676.096680
	Iteration 53Q: 3 clusters Score -8259220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74690 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -8259204.000000 Penalty: 3676.096680
	Iteration 54Q: 3 clusters Score -8259204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74750 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -8259186.000000 Penalty: 3676.096680
	Iteration 55Q: 3 clusters Score -8259186 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74817 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -8259180.500000 Penalty: 3676.096680
	Iteration 56Q: 3 clusters Score -8259180 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74877 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -8259178.500000 Penalty: 3676.096680
	Iteration 57Q: 3 clusters Score -8259178 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74941 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -8259177.500000 Penalty: 3676.096680
	Iteration 58Q: 3 clusters Score -8259178 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75011 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -8259193.000000 Penalty: 3676.096680
	Iteration 59Q: 3 clusters Score -8259193 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75089 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -8259222.000000 Penalty: 3676.096680
	Iteration 60F: 3 clusters Score -8259222 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75173 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -8259261.000000 Penalty: 3676.096680
	Iteration 61Q: 3 clusters Score -8259261 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -8259261.000000 Penalty: 3676.096680
	Iteration 62Q: 3 clusters Score -8259261 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75315 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -8259258.500000 Penalty: 3676.096680
	Iteration 63Q: 3 clusters Score -8259258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75370 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -8259274.000000 Penalty: 3676.096680
	Iteration 64Q: 3 clusters Score -8259274 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75436 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -8259278.500000 Penalty: 3676.096680
	Iteration 65Q: 3 clusters Score -8259278 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75498 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -8259289.000000 Penalty: 3676.096680
	Iteration 66Q: 3 clusters Score -8259289 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75551 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -8259310.500000 Penalty: 3676.096680
	Iteration 67Q: 3 clusters Score -8259310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75601 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -8259301.000000 Penalty: 3676.096680
	Iteration 68Q: 3 clusters Score -8259301 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75642 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -8259299.000000 Penalty: 3676.096680
	Iteration 69Q: 3 clusters Score -8259299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75674 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -8259297.500000 Penalty: 3676.096680
	Iteration 70Q: 3 clusters Score -8259298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75698 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -8259306.500000 Penalty: 3676.096680
	Iteration 71Q: 3 clusters Score -8259306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75723 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -8259315.500000 Penalty: 3676.096680
	Iteration 72Q: 3 clusters Score -8259316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75742 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -8259319.000000 Penalty: 3676.096680
	Iteration 73Q: 3 clusters Score -8259319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75756 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -8259311.000000 Penalty: 3676.096680
	Iteration 74Q: 3 clusters Score -8259311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -8259329.000000 Penalty: 3676.096680
	Iteration 75Q: 3 clusters Score -8259329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75774 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -8259321.500000 Penalty: 3676.096680
	Iteration 76Q: 3 clusters Score -8259322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75781 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -8259321.500000 Penalty: 3676.096680
	Iteration 77Q: 3 clusters Score -8259322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75784 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -8259320.000000 Penalty: 3676.096680
	Iteration 78Q: 3 clusters Score -8259320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75789 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -8259311.000000 Penalty: 3676.096680
	Iteration 79Q: 3 clusters Score -8259311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -8259313.500000 Penalty: 3676.096680
	Iteration 80F: 3 clusters Score -8259314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75793 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -8259314.500000 Penalty: 3676.096680
	Iteration 81Q: 3 clusters Score -8259314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75798 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -8259314.500000 Penalty: 3676.096680
	Iteration 82Q: 3 clusters Score -8259314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75805 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -8259311.000000 Penalty: 3676.096680
	Iteration 83Q: 3 clusters Score -8259311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75809 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -8259320.500000 Penalty: 3676.096680
	Iteration 84Q: 3 clusters Score -8259320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75814 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -8259313.500000 Penalty: 3676.096680
	Iteration 85Q: 3 clusters Score -8259314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75819 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -8259320.500000 Penalty: 3676.096680
	Iteration 86Q: 3 clusters Score -8259320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75825 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -8259318.000000 Penalty: 3676.096680
	Iteration 87Q: 3 clusters Score -8259318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -8259319.500000 Penalty: 3676.096680
	Iteration 88Q: 3 clusters Score -8259320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75838 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -8259316.500000 Penalty: 3676.096680
	Iteration 89Q: 3 clusters Score -8259316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75843 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -8259320.000000 Penalty: 3676.096680
	Iteration 90Q: 3 clusters Score -8259320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75848 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -8259318.000000 Penalty: 3676.096680
	Iteration 91Q: 3 clusters Score -8259318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -8259313.000000 Penalty: 3676.096680
	Iteration 92Q: 3 clusters Score -8259313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75862 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -8259312.000000 Penalty: 3676.096680
	Iteration 93Q: 3 clusters Score -8259312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75874 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -8259301.500000 Penalty: 3676.096680
	Iteration 94Q: 3 clusters Score -8259302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75888 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -8259301.000000 Penalty: 3676.096680
	Iteration 95Q: 3 clusters Score -8259301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75908 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -8259302.500000 Penalty: 3676.096680
	Iteration 96Q: 3 clusters Score -8259302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75918 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -8259311.000000 Penalty: 3676.096680
	Iteration 97Q: 3 clusters Score -8259311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -8259317.500000 Penalty: 3676.096680
	Iteration 98Q: 3 clusters Score -8259318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -8259314.500000 Penalty: 3676.096680
	Iteration 99Q: 3 clusters Score -8259314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75954 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -8259314.000000 Penalty: 3676.096680
	Iteration 100F: 3 clusters Score -8259314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75965 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -8259323.500000 Penalty: 3676.096680
	Iteration 101Q: 3 clusters Score -8259324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75977 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -8259312.500000 Penalty: 3676.096680
	Iteration 102Q: 3 clusters Score -8259312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75988 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -8259317.500000 Penalty: 3676.096680
	Iteration 103Q: 3 clusters Score -8259318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76001 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -8259331.500000 Penalty: 3676.096680
	Iteration 104Q: 3 clusters Score -8259332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76014 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -8259323.000000 Penalty: 3676.096680
	Iteration 105Q: 3 clusters Score -8259323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76027 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -8259326.000000 Penalty: 3676.096680
	Iteration 106Q: 3 clusters Score -8259326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76036 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -8259337.000000 Penalty: 3676.096680
	Iteration 107Q: 3 clusters Score -8259337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -8259333.000000 Penalty: 3676.096680
	Iteration 108Q: 3 clusters Score -8259333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76047 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -8259342.000000 Penalty: 3676.096680
	Iteration 109Q: 3 clusters Score -8259342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76054 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -8259338.500000 Penalty: 3676.096680
	Iteration 110Q: 3 clusters Score -8259338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76057 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -8259336.000000 Penalty: 3676.096680
	Iteration 111Q: 3 clusters Score -8259336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76062 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -8259330.500000 Penalty: 3676.096680
	Iteration 112Q: 3 clusters Score -8259330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76068 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -8259342.000000 Penalty: 3676.096680
	Iteration 113Q: 3 clusters Score -8259342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -8259342.500000 Penalty: 3676.096680
	Iteration 114Q: 3 clusters Score -8259342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76072 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -8259345.000000 Penalty: 3676.096680
	Iteration 115Q: 3 clusters Score -8259345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76076 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -8259339.500000 Penalty: 3676.096680
	Iteration 116Q: 3 clusters Score -8259340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -8259338.000000 Penalty: 3676.096680
	Iteration 117Q: 3 clusters Score -8259338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76084 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -8259337.500000 Penalty: 3676.096680
	Iteration 118Q: 3 clusters Score -8259338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76085 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -8259337.000000 Penalty: 3676.096680
	Iteration 119Q: 3 clusters Score -8259337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -8259335.500000 Penalty: 3676.096680
	Iteration 120F: 3 clusters Score -8259336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (223119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223119 members 
Entering Unmasked Estep 
Score: -22814796.000000 Penalty: 2001.262329
	Iteration 0F: 2 clusters Score -2.28148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111509 members 
Mstep: Class 2 contains 111610 members 
Entering Unmasked Estep 
Score: -22691606.000000 Penalty: 4002.524658
	Iteration 0F: 3 clusters Score -2.269161e+07 nChanged 108452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105503 members 
Mstep: Class 2 contains 117616 members 
Entering Unmasked Estep 
Score: -22758458.000000 Penalty: 4002.524658
	Iteration 1F: 3 clusters Score -2.275846e+07 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100412 members 
Mstep: Class 2 contains 122707 members 
Entering Unmasked Estep 
Score: -22761810.000000 Penalty: 4002.524658
	Iteration 2Q: 3 clusters Score -2.276181e+07 nChanged 12414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92956 members 
Mstep: Class 2 contains 130163 members 
Entering Unmasked Estep 
Score: -22767628.000000 Penalty: 4002.524658
	Iteration 3F: 3 clusters Score -2.276763e+07 nChanged 15184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83168 members 
Mstep: Class 2 contains 139951 members 
Entering Unmasked Estep 
Score: -22776356.000000 Penalty: 4002.524658
	Iteration 4F: 3 clusters Score -2.277636e+07 nChanged 16582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72006 members 
Mstep: Class 2 contains 151113 members 
Entering Unmasked Estep 
Score: -22786924.000000 Penalty: 4002.524658
	Iteration 5F: 3 clusters Score -2.278692e+07 nChanged 15989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 163982 members 
Entering Unmasked Estep 
Score: -22796462.000000 Penalty: 4002.524658
	Iteration 6F: 3 clusters Score -2.279646e+07 nChanged 16060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 179176 members 
Entering Unmasked Estep 
Score: -22802580.000000 Penalty: 4002.524658
	Iteration 7F: 3 clusters Score -2.280258e+07 nChanged 15655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 194633 members 
Entering Unmasked Estep 
Score: -22805940.000000 Penalty: 4002.524658
	Iteration 8F: 3 clusters Score -2.280594e+07 nChanged 12381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 206990 members 
Entering Unmasked Estep 
Score: -22808298.000000 Penalty: 4002.524658
	Iteration 9F: 3 clusters Score -2.28083e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 214703 members 
Entering Unmasked Estep 
Score: -22810346.000000 Penalty: 4002.524658
	Iteration 10Q: 3 clusters Score -2.281035e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 218755 members 
Entering Unmasked Estep 
Score: -22812198.000000 Penalty: 4002.524658
	Iteration 11Q: 3 clusters Score -2.28122e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 220722 members 
Entering Unmasked Estep 
Score: -22812770.000000 Penalty: 4002.524658
	Iteration 12Q: 3 clusters Score -2.281277e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 221633 members 
Entering Unmasked Estep 
Score: -22812916.000000 Penalty: 4002.524658
	Iteration 13Q: 3 clusters Score -2.281292e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 222060 members 
Entering Unmasked Estep 
Score: -22813026.000000 Penalty: 4002.524658
	Iteration 14Q: 3 clusters Score -2.281303e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 222285 members 
Entering Unmasked Estep 
Score: -22813054.000000 Penalty: 4002.524658
	Iteration 15Q: 3 clusters Score -2.281305e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 222409 members 
Entering Unmasked Estep 
Score: -22813080.000000 Penalty: 4002.524658
	Iteration 16Q: 3 clusters Score -2.281308e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 222497 members 
Entering Unmasked Estep 
Score: -22813168.000000 Penalty: 4002.524658
	Iteration 17Q: 3 clusters Score -2.281317e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 222550 members 
Entering Unmasked Estep 
Score: -22813154.000000 Penalty: 4002.524658
	Iteration 18Q: 3 clusters Score -2.281315e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 222579 members 
Entering Unmasked Estep 
Score: -22813152.000000 Penalty: 4002.524658
	Iteration 19Q: 3 clusters Score -2.281315e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 222598 members 
Entering Unmasked Estep 
Score: -22813172.000000 Penalty: 4002.524658
	Iteration 20F: 3 clusters Score -2.281317e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 222608 members 
Entering Unmasked Estep 
Score: -22813152.000000 Penalty: 4002.524658
	Iteration 21Q: 3 clusters Score -2.281315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 222612 members 
Entering Unmasked Estep 
Score: -22813166.000000 Penalty: 4002.524658
	Iteration 22Q: 3 clusters Score -2.281317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 222616 members 
Entering Unmasked Estep 
Score: -22813184.000000 Penalty: 4002.524658
	Iteration 23Q: 3 clusters Score -2.281318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 222620 members 
Entering Unmasked Estep 
Score: -22813184.000000 Penalty: 4002.524658
	Iteration 24Q: 3 clusters Score -2.281318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 222622 members 
Entering Unmasked Estep 
Score: -22813184.000000 Penalty: 4002.524658
	Iteration 25Q: 3 clusters Score -2.281318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 222627 members 
Entering Unmasked Estep 
Score: -22813180.000000 Penalty: 4002.524658
	Iteration 26Q: 3 clusters Score -2.281318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 222631 members 
Entering Unmasked Estep 
Score: -22813178.000000 Penalty: 4002.524658
	Iteration 27Q: 3 clusters Score -2.281318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 222636 members 
Entering Unmasked Estep 
Score: -22813178.000000 Penalty: 4002.524658
	Iteration 28Q: 3 clusters Score -2.281318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 222640 members 
Entering Unmasked Estep 
Score: -22813178.000000 Penalty: 4002.524658
	Iteration 29Q: 3 clusters Score -2.281318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 222644 members 
Entering Unmasked Estep 
Score: -22813176.000000 Penalty: 4002.524658
	Iteration 30Q: 3 clusters Score -2.281318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 222646 members 
Entering Unmasked Estep 
Score: -22813180.000000 Penalty: 4002.524658
	Iteration 31Q: 3 clusters Score -2.281318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 222646 members 
Entering Unmasked Estep 
Score: -22813180.000000 Penalty: 4002.524658
	Iteration 32F: 3 clusters Score -2.281318e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Entering Unmasked Estep 
Score: -991276.687500 Penalty: 1489.826538
	Iteration 0F: 2 clusters Score -991276.7 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 4748 members 
Entering Unmasked Estep 
Score: -984403.250000 Penalty: 2979.653076
	Iteration 0F: 3 clusters Score -984403.2 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -986740.437500 Penalty: 2979.653076
	Iteration 1F: 3 clusters Score -986740.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -987017.750000 Penalty: 2979.653076
	Iteration 2F: 3 clusters Score -987017.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -987244.625000 Penalty: 2979.653076
	Iteration 3F: 3 clusters Score -987244.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -987431.812500 Penalty: 2979.653076
	Iteration 4Q: 3 clusters Score -987431.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -987590.250000 Penalty: 2979.653076
	Iteration 5Q: 3 clusters Score -987590.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -987751.375000 Penalty: 2979.653076
	Iteration 6Q: 3 clusters Score -987751.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -987935.187500 Penalty: 2979.653076
	Iteration 7Q: 3 clusters Score -987935.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -988113.250000 Penalty: 2979.653076
	Iteration 8Q: 3 clusters Score -988113.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -988267.000000 Penalty: 2979.653076
	Iteration 9Q: 3 clusters Score -988267 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -988408.437500 Penalty: 2979.653076
	Iteration 10Q: 3 clusters Score -988408.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -988527.750000 Penalty: 2979.653076
	Iteration 11Q: 3 clusters Score -988527.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -988647.312500 Penalty: 2979.653076
	Iteration 12Q: 3 clusters Score -988647.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -988726.625000 Penalty: 2979.653076
	Iteration 13Q: 3 clusters Score -988726.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -988785.875000 Penalty: 2979.653076
	Iteration 14Q: 3 clusters Score -988785.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -988848.125000 Penalty: 2979.653076
	Iteration 15Q: 3 clusters Score -988848.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -988907.937500 Penalty: 2979.653076
	Iteration 16Q: 3 clusters Score -988907.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -988956.500000 Penalty: 2979.653076
	Iteration 17Q: 3 clusters Score -988956.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -989005.187500 Penalty: 2979.653076
	Iteration 18Q: 3 clusters Score -989005.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -989058.187500 Penalty: 2979.653076
	Iteration 19Q: 3 clusters Score -989058.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -989106.875000 Penalty: 2979.653076
	Iteration 20F: 3 clusters Score -989106.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -989135.250000 Penalty: 2979.653076
	Iteration 21Q: 3 clusters Score -989135.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -989162.750000 Penalty: 2979.653076
	Iteration 22Q: 3 clusters Score -989162.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -989182.437500 Penalty: 2979.653076
	Iteration 23Q: 3 clusters Score -989182.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -989200.375000 Penalty: 2979.653076
	Iteration 24Q: 3 clusters Score -989200.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -989214.437500 Penalty: 2979.653076
	Iteration 25Q: 3 clusters Score -989214.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -989220.187500 Penalty: 2979.653076
	Iteration 26Q: 3 clusters Score -989220.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -989225.562500 Penalty: 2979.653076
	Iteration 27Q: 3 clusters Score -989225.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -989231.375000 Penalty: 2979.653076
	Iteration 28Q: 3 clusters Score -989231.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -989237.187500 Penalty: 2979.653076
	Iteration 29Q: 3 clusters Score -989237.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -989239.312500 Penalty: 2979.653076
	Iteration 30Q: 3 clusters Score -989239.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -989244.937500 Penalty: 2979.653076
	Iteration 31Q: 3 clusters Score -989244.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -989250.312500 Penalty: 2979.653076
	Iteration 32Q: 3 clusters Score -989250.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -989253.062500 Penalty: 2979.653076
	Iteration 33Q: 3 clusters Score -989253.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -989256.687500 Penalty: 2979.653076
	Iteration 34Q: 3 clusters Score -989256.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -989259.625000 Penalty: 2979.653076
	Iteration 35Q: 3 clusters Score -989259.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -989262.187500 Penalty: 2979.653076
	Iteration 36Q: 3 clusters Score -989262.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -989264.875000 Penalty: 2979.653076
	Iteration 37Q: 3 clusters Score -989264.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -989267.687500 Penalty: 2979.653076
	Iteration 38Q: 3 clusters Score -989267.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -989270.000000 Penalty: 2979.653076
	Iteration 39Q: 3 clusters Score -989270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -989270.750000 Penalty: 2979.653076
	Iteration 40F: 3 clusters Score -989270.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -989270.875000 Penalty: 2979.653076
	Iteration 41Q: 3 clusters Score -989270.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -989271.687500 Penalty: 2979.653076
	Iteration 42Q: 3 clusters Score -989271.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -989271.937500 Penalty: 2979.653076
	Iteration 43Q: 3 clusters Score -989271.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -989272.312500 Penalty: 2979.653076
	Iteration 44Q: 3 clusters Score -989272.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -989274.125000 Penalty: 2979.653076
	Iteration 45Q: 3 clusters Score -989274.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -989275.750000 Penalty: 2979.653076
	Iteration 46Q: 3 clusters Score -989275.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -989275.437500 Penalty: 2979.653076
	Iteration 47Q: 3 clusters Score -989275.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -989276.375000 Penalty: 2979.653076
	Iteration 48Q: 3 clusters Score -989276.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -989277.687500 Penalty: 2979.653076
	Iteration 49Q: 3 clusters Score -989277.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -989277.000000 Penalty: 2979.653076
	Iteration 50Q: 3 clusters Score -989277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -989277.750000 Penalty: 2979.653076
	Iteration 51Q: 3 clusters Score -989277.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -989279.562500 Penalty: 2979.653076
	Iteration 52Q: 3 clusters Score -989279.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -989279.937500 Penalty: 2979.653076
	Iteration 53Q: 3 clusters Score -989279.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -989282.125000 Penalty: 2979.653076
	Iteration 54Q: 3 clusters Score -989282.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -989283.187500 Penalty: 2979.653076
	Iteration 55Q: 3 clusters Score -989283.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -989286.062500 Penalty: 2979.653076
	Iteration 56Q: 3 clusters Score -989286.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -989288.937500 Penalty: 2979.653076
	Iteration 57Q: 3 clusters Score -989288.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -989293.875000 Penalty: 2979.653076
	Iteration 58Q: 3 clusters Score -989293.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -989303.312500 Penalty: 2979.653076
	Iteration 59Q: 3 clusters Score -989303.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -989309.500000 Penalty: 2979.653076
	Iteration 60F: 3 clusters Score -989309.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -989310.375000 Penalty: 2979.653076
	Iteration 61Q: 3 clusters Score -989310.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -989316.062500 Penalty: 2979.653076
	Iteration 62Q: 3 clusters Score -989316.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -989319.187500 Penalty: 2979.653076
	Iteration 63Q: 3 clusters Score -989319.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -989324.500000 Penalty: 2979.653076
	Iteration 64Q: 3 clusters Score -989324.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -989328.625000 Penalty: 2979.653076
	Iteration 65Q: 3 clusters Score -989328.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -989332.437500 Penalty: 2979.653076
	Iteration 66Q: 3 clusters Score -989332.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -989334.000000 Penalty: 2979.653076
	Iteration 67Q: 3 clusters Score -989334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -989340.125000 Penalty: 2979.653076
	Iteration 68Q: 3 clusters Score -989340.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -989342.437500 Penalty: 2979.653076
	Iteration 69Q: 3 clusters Score -989342.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -989348.375000 Penalty: 2979.653076
	Iteration 70Q: 3 clusters Score -989348.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -989351.687500 Penalty: 2979.653076
	Iteration 71Q: 3 clusters Score -989351.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -989356.062500 Penalty: 2979.653076
	Iteration 72Q: 3 clusters Score -989356.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -989362.000000 Penalty: 2979.653076
	Iteration 73Q: 3 clusters Score -989362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -989364.125000 Penalty: 2979.653076
	Iteration 74Q: 3 clusters Score -989364.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -989366.500000 Penalty: 2979.653076
	Iteration 75Q: 3 clusters Score -989366.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -989373.625000 Penalty: 2979.653076
	Iteration 76Q: 3 clusters Score -989373.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -989380.375000 Penalty: 2979.653076
	Iteration 77Q: 3 clusters Score -989380.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -989388.750000 Penalty: 2979.653076
	Iteration 78Q: 3 clusters Score -989388.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -989397.937500 Penalty: 2979.653076
	Iteration 79Q: 3 clusters Score -989397.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -989405.812500 Penalty: 2979.653076
	Iteration 80F: 3 clusters Score -989405.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -989414.375000 Penalty: 2979.653076
	Iteration 81Q: 3 clusters Score -989414.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -989424.562500 Penalty: 2979.653076
	Iteration 82Q: 3 clusters Score -989424.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -989433.625000 Penalty: 2979.653076
	Iteration 83Q: 3 clusters Score -989433.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -989444.937500 Penalty: 2979.653076
	Iteration 84Q: 3 clusters Score -989444.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -989451.562500 Penalty: 2979.653076
	Iteration 85Q: 3 clusters Score -989451.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -989464.375000 Penalty: 2979.653076
	Iteration 86Q: 3 clusters Score -989464.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -989476.250000 Penalty: 2979.653076
	Iteration 87Q: 3 clusters Score -989476.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -989487.250000 Penalty: 2979.653076
	Iteration 88Q: 3 clusters Score -989487.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -989496.562500 Penalty: 2979.653076
	Iteration 89Q: 3 clusters Score -989496.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -989510.312500 Penalty: 2979.653076
	Iteration 90Q: 3 clusters Score -989510.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -989527.312500 Penalty: 2979.653076
	Iteration 91Q: 3 clusters Score -989527.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -989540.625000 Penalty: 2979.653076
	Iteration 92Q: 3 clusters Score -989540.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -989546.875000 Penalty: 2979.653076
	Iteration 93Q: 3 clusters Score -989546.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -989557.937500 Penalty: 2979.653076
	Iteration 94Q: 3 clusters Score -989557.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -989572.250000 Penalty: 2979.653076
	Iteration 95Q: 3 clusters Score -989572.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -989585.937500 Penalty: 2979.653076
	Iteration 96Q: 3 clusters Score -989585.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -989593.125000 Penalty: 2979.653076
	Iteration 97Q: 3 clusters Score -989593.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -989602.812500 Penalty: 2979.653076
	Iteration 98Q: 3 clusters Score -989602.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -989612.125000 Penalty: 2979.653076
	Iteration 99Q: 3 clusters Score -989612.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -989619.062500 Penalty: 2979.653076
	Iteration 100F: 3 clusters Score -989619.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -989629.562500 Penalty: 2979.653076
	Iteration 101Q: 3 clusters Score -989629.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -989635.812500 Penalty: 2979.653076
	Iteration 102Q: 3 clusters Score -989635.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -989644.625000 Penalty: 2979.653076
	Iteration 103Q: 3 clusters Score -989644.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -989652.812500 Penalty: 2979.653076
	Iteration 104Q: 3 clusters Score -989652.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -989658.375000 Penalty: 2979.653076
	Iteration 105Q: 3 clusters Score -989658.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -989669.437500 Penalty: 2979.653076
	Iteration 106Q: 3 clusters Score -989669.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -989678.937500 Penalty: 2979.653076
	Iteration 107Q: 3 clusters Score -989678.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -989687.500000 Penalty: 2979.653076
	Iteration 108Q: 3 clusters Score -989687.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -989699.125000 Penalty: 2979.653076
	Iteration 109Q: 3 clusters Score -989699.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -989710.000000 Penalty: 2979.653076
	Iteration 110Q: 3 clusters Score -989710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -989716.562500 Penalty: 2979.653076
	Iteration 111Q: 3 clusters Score -989716.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -989732.125000 Penalty: 2979.653076
	Iteration 112Q: 3 clusters Score -989732.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -989748.375000 Penalty: 2979.653076
	Iteration 113Q: 3 clusters Score -989748.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -989764.500000 Penalty: 2979.653076
	Iteration 114Q: 3 clusters Score -989764.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -989775.812500 Penalty: 2979.653076
	Iteration 115Q: 3 clusters Score -989775.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -989792.812500 Penalty: 2979.653076
	Iteration 116Q: 3 clusters Score -989792.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -989808.125000 Penalty: 2979.653076
	Iteration 117Q: 3 clusters Score -989808.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -989824.062500 Penalty: 2979.653076
	Iteration 118Q: 3 clusters Score -989824.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -989840.687500 Penalty: 2979.653076
	Iteration 119Q: 3 clusters Score -989840.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -989855.875000 Penalty: 2979.653076
	Iteration 120F: 3 clusters Score -989855.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -989872.375000 Penalty: 2979.653076
	Iteration 121Q: 3 clusters Score -989872.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -989880.687500 Penalty: 2979.653076
	Iteration 122Q: 3 clusters Score -989880.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -989887.750000 Penalty: 2979.653076
	Iteration 123Q: 3 clusters Score -989887.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -989902.125000 Penalty: 2979.653076
	Iteration 124Q: 3 clusters Score -989902.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -989913.062500 Penalty: 2979.653076
	Iteration 125Q: 3 clusters Score -989913.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -989930.437500 Penalty: 2979.653076
	Iteration 126Q: 3 clusters Score -989930.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -989953.875000 Penalty: 2979.653076
	Iteration 127Q: 3 clusters Score -989953.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -989984.625000 Penalty: 2979.653076
	Iteration 128Q: 3 clusters Score -989984.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -990011.500000 Penalty: 2979.653076
	Iteration 129Q: 3 clusters Score -990011.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -990037.187500 Penalty: 2979.653076
	Iteration 130Q: 3 clusters Score -990037.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -990055.687500 Penalty: 2979.653076
	Iteration 131Q: 3 clusters Score -990055.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -990069.875000 Penalty: 2979.653076
	Iteration 132Q: 3 clusters Score -990069.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -990083.812500 Penalty: 2979.653076
	Iteration 133Q: 3 clusters Score -990083.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -990095.750000 Penalty: 2979.653076
	Iteration 134Q: 3 clusters Score -990095.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -990106.562500 Penalty: 2979.653076
	Iteration 135Q: 3 clusters Score -990106.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -990115.062500 Penalty: 2979.653076
	Iteration 136Q: 3 clusters Score -990115.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -990122.625000 Penalty: 2979.653076
	Iteration 137Q: 3 clusters Score -990122.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -990133.312500 Penalty: 2979.653076
	Iteration 138Q: 3 clusters Score -990133.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -990147.437500 Penalty: 2979.653076
	Iteration 139Q: 3 clusters Score -990147.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -990157.187500 Penalty: 2979.653076
	Iteration 140F: 3 clusters Score -990157.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -990168.437500 Penalty: 2979.653076
	Iteration 141Q: 3 clusters Score -990168.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -990178.500000 Penalty: 2979.653076
	Iteration 142Q: 3 clusters Score -990178.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -990187.812500 Penalty: 2979.653076
	Iteration 143Q: 3 clusters Score -990187.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -990193.250000 Penalty: 2979.653076
	Iteration 144Q: 3 clusters Score -990193.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -990201.812500 Penalty: 2979.653076
	Iteration 145Q: 3 clusters Score -990201.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -990209.000000 Penalty: 2979.653076
	Iteration 146Q: 3 clusters Score -990209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -990217.000000 Penalty: 2979.653076
	Iteration 147Q: 3 clusters Score -990217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -990218.562500 Penalty: 2979.653076
	Iteration 148Q: 3 clusters Score -990218.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -990222.812500 Penalty: 2979.653076
	Iteration 149Q: 3 clusters Score -990222.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -990223.125000 Penalty: 2979.653076
	Iteration 150Q: 3 clusters Score -990223.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -990222.937500 Penalty: 2979.653076
	Iteration 151Q: 3 clusters Score -990222.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -990222.750000 Penalty: 2979.653076
	Iteration 152Q: 3 clusters Score -990222.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -990222.625000 Penalty: 2979.653076
	Iteration 153Q: 3 clusters Score -990222.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -990222.625000 Penalty: 2979.653076
	Iteration 154F: 3 clusters Score -990222.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Entering Unmasked Estep 
Score: -1742031.250000 Penalty: 1585.345581
	Iteration 0F: 2 clusters Score -1742031 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 8720 members 
Entering Unmasked Estep 
Score: -1730049.875000 Penalty: 3170.691162
	Iteration 0F: 3 clusters Score -1730050 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1734283.625000 Penalty: 3170.691162
	Iteration 1F: 3 clusters Score -1734284 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1734557.250000 Penalty: 3170.691162
	Iteration 2Q: 3 clusters Score -1734557 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1734798.750000 Penalty: 3170.691162
	Iteration 3Q: 3 clusters Score -1734799 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1735074.500000 Penalty: 3170.691162
	Iteration 4Q: 3 clusters Score -1735074 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1735402.500000 Penalty: 3170.691162
	Iteration 5Q: 3 clusters Score -1735402 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1735839.625000 Penalty: 3170.691162
	Iteration 6Q: 3 clusters Score -1735840 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1736498.125000 Penalty: 3170.691162
	Iteration 7F: 3 clusters Score -1736498 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1737410.250000 Penalty: 3170.691162
	Iteration 8F: 3 clusters Score -1737410 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1738481.750000 Penalty: 3170.691162
	Iteration 9F: 3 clusters Score -1738482 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1739491.500000 Penalty: 3170.691162
	Iteration 10F: 3 clusters Score -1739492 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1740117.875000 Penalty: 3170.691162
	Iteration 11Q: 3 clusters Score -1740118 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -1740475.375000 Penalty: 3170.691162
	Iteration 12Q: 3 clusters Score -1740475 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -1740665.250000 Penalty: 3170.691162
	Iteration 13Q: 3 clusters Score -1740665 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -1740764.375000 Penalty: 3170.691162
	Iteration 14Q: 3 clusters Score -1740764 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1740835.125000 Penalty: 3170.691162
	Iteration 15Q: 3 clusters Score -1740835 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -1740881.125000 Penalty: 3170.691162
	Iteration 16Q: 3 clusters Score -1740881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -1740903.000000 Penalty: 3170.691162
	Iteration 17Q: 3 clusters Score -1740903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -1740906.500000 Penalty: 3170.691162
	Iteration 18Q: 3 clusters Score -1740906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1740912.750000 Penalty: 3170.691162
	Iteration 19Q: 3 clusters Score -1740913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1740917.000000 Penalty: 3170.691162
	Iteration 20F: 3 clusters Score -1740917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1740921.875000 Penalty: 3170.691162
	Iteration 21Q: 3 clusters Score -1740922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -1740923.750000 Penalty: 3170.691162
	Iteration 22Q: 3 clusters Score -1740924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -1740921.375000 Penalty: 3170.691162
	Iteration 23Q: 3 clusters Score -1740921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1740923.000000 Penalty: 3170.691162
	Iteration 24Q: 3 clusters Score -1740923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -1740922.250000 Penalty: 3170.691162
	Iteration 25Q: 3 clusters Score -1740922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -1740923.375000 Penalty: 3170.691162
	Iteration 26Q: 3 clusters Score -1740923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -1740927.875000 Penalty: 3170.691162
	Iteration 27Q: 3 clusters Score -1740928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1740928.875000 Penalty: 3170.691162
	Iteration 28Q: 3 clusters Score -1740929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -1740929.500000 Penalty: 3170.691162
	Iteration 29Q: 3 clusters Score -1740930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -1740929.500000 Penalty: 3170.691162
	Iteration 30F: 3 clusters Score -1740930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Entering Unmasked Estep 
Score: -647047.562500 Penalty: 1414.589478
	Iteration 0F: 2 clusters Score -647047.6 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 3022 members 
Entering Unmasked Estep 
Score: -642342.125000 Penalty: 2829.178955
	Iteration 0F: 3 clusters Score -642342.1 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -643703.687500 Penalty: 2829.178955
	Iteration 1F: 3 clusters Score -643703.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -643861.750000 Penalty: 2829.178955
	Iteration 2F: 3 clusters Score -643861.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -643963.000000 Penalty: 2829.178955
	Iteration 3Q: 3 clusters Score -643963 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -644040.750000 Penalty: 2829.178955
	Iteration 4Q: 3 clusters Score -644040.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -644109.875000 Penalty: 2829.178955
	Iteration 5Q: 3 clusters Score -644109.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -644179.562500 Penalty: 2829.178955
	Iteration 6Q: 3 clusters Score -644179.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -644226.500000 Penalty: 2829.178955
	Iteration 7Q: 3 clusters Score -644226.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -644262.625000 Penalty: 2829.178955
	Iteration 8Q: 3 clusters Score -644262.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -644290.062500 Penalty: 2829.178955
	Iteration 9Q: 3 clusters Score -644290.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -644316.687500 Penalty: 2829.178955
	Iteration 10Q: 3 clusters Score -644316.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -644340.937500 Penalty: 2829.178955
	Iteration 11Q: 3 clusters Score -644340.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -644364.750000 Penalty: 2829.178955
	Iteration 12Q: 3 clusters Score -644364.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -644383.250000 Penalty: 2829.178955
	Iteration 13Q: 3 clusters Score -644383.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -644402.750000 Penalty: 2829.178955
	Iteration 14Q: 3 clusters Score -644402.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -644429.250000 Penalty: 2829.178955
	Iteration 15Q: 3 clusters Score -644429.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -644450.062500 Penalty: 2829.178955
	Iteration 16Q: 3 clusters Score -644450.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -644473.750000 Penalty: 2829.178955
	Iteration 17Q: 3 clusters Score -644473.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -644500.937500 Penalty: 2829.178955
	Iteration 18Q: 3 clusters Score -644500.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -644540.500000 Penalty: 2829.178955
	Iteration 19Q: 3 clusters Score -644540.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -644576.937500 Penalty: 2829.178955
	Iteration 20F: 3 clusters Score -644576.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -644617.562500 Penalty: 2829.178955
	Iteration 21Q: 3 clusters Score -644617.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -644665.500000 Penalty: 2829.178955
	Iteration 22Q: 3 clusters Score -644665.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -644726.687500 Penalty: 2829.178955
	Iteration 23Q: 3 clusters Score -644726.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -644816.312500 Penalty: 2829.178955
	Iteration 24Q: 3 clusters Score -644816.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -644929.812500 Penalty: 2829.178955
	Iteration 25Q: 3 clusters Score -644929.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -645056.187500 Penalty: 2829.178955
	Iteration 26Q: 3 clusters Score -645056.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -645177.875000 Penalty: 2829.178955
	Iteration 27Q: 3 clusters Score -645177.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -645278.750000 Penalty: 2829.178955
	Iteration 28Q: 3 clusters Score -645278.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -645380.375000 Penalty: 2829.178955
	Iteration 29Q: 3 clusters Score -645380.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -645476.437500 Penalty: 2829.178955
	Iteration 30Q: 3 clusters Score -645476.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -645563.500000 Penalty: 2829.178955
	Iteration 31Q: 3 clusters Score -645563.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -645624.750000 Penalty: 2829.178955
	Iteration 32Q: 3 clusters Score -645624.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -645664.312500 Penalty: 2829.178955
	Iteration 33Q: 3 clusters Score -645664.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -645692.750000 Penalty: 2829.178955
	Iteration 34Q: 3 clusters Score -645692.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -645711.687500 Penalty: 2829.178955
	Iteration 35Q: 3 clusters Score -645711.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -645727.125000 Penalty: 2829.178955
	Iteration 36Q: 3 clusters Score -645727.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -645740.437500 Penalty: 2829.178955
	Iteration 37Q: 3 clusters Score -645740.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -645750.062500 Penalty: 2829.178955
	Iteration 38Q: 3 clusters Score -645750.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -645764.062500 Penalty: 2829.178955
	Iteration 39Q: 3 clusters Score -645764.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -645769.937500 Penalty: 2829.178955
	Iteration 40F: 3 clusters Score -645769.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -645774.937500 Penalty: 2829.178955
	Iteration 41Q: 3 clusters Score -645774.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -645776.500000 Penalty: 2829.178955
	Iteration 42Q: 3 clusters Score -645776.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -645779.000000 Penalty: 2829.178955
	Iteration 43Q: 3 clusters Score -645779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -645780.812500 Penalty: 2829.178955
	Iteration 44Q: 3 clusters Score -645780.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -645782.750000 Penalty: 2829.178955
	Iteration 45Q: 3 clusters Score -645782.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -645783.187500 Penalty: 2829.178955
	Iteration 46Q: 3 clusters Score -645783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -645782.937500 Penalty: 2829.178955
	Iteration 47Q: 3 clusters Score -645782.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -645783.750000 Penalty: 2829.178955
	Iteration 48Q: 3 clusters Score -645783.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -645783.750000 Penalty: 2829.178955
	Iteration 49F: 3 clusters Score -645783.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (157594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157594 members 
Entering Unmasked Estep 
Score: -16219646.000000 Penalty: 1944.763794
	Iteration 0F: 2 clusters Score -1.621965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78946 members 
Mstep: Class 2 contains 78648 members 
Entering Unmasked Estep 
Score: -16118614.000000 Penalty: 3889.527588
	Iteration 0F: 3 clusters Score -1.611861e+07 nChanged 76169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81407 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -16163014.000000 Penalty: 3889.527588
	Iteration 1F: 3 clusters Score -1.616301e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83578 members 
Mstep: Class 2 contains 74016 members 
Entering Unmasked Estep 
Score: -16164005.000000 Penalty: 3889.527588
	Iteration 2Q: 3 clusters Score -1.6164e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87059 members 
Mstep: Class 2 contains 70535 members 
Entering Unmasked Estep 
Score: -16165521.000000 Penalty: 3889.527588
	Iteration 3Q: 3 clusters Score -1.616552e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92480 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -16168082.000000 Penalty: 3889.527588
	Iteration 4Q: 3 clusters Score -1.616808e+07 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100847 members 
Mstep: Class 2 contains 56747 members 
Entering Unmasked Estep 
Score: -16173068.000000 Penalty: 3889.527588
	Iteration 5F: 3 clusters Score -1.617307e+07 nChanged 11836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112411 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -16181428.000000 Penalty: 3889.527588
	Iteration 6F: 3 clusters Score -1.618143e+07 nChanged 13649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125960 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -16192918.000000 Penalty: 3889.527588
	Iteration 7F: 3 clusters Score -1.619292e+07 nChanged 12854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138776 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -16204519.000000 Penalty: 3889.527588
	Iteration 8F: 3 clusters Score -1.620452e+07 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147996 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -16212314.000000 Penalty: 3889.527588
	Iteration 9F: 3 clusters Score -1.621231e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153447 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -16216166.000000 Penalty: 3889.527588
	Iteration 10Q: 3 clusters Score -1.621617e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155989 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -16217481.000000 Penalty: 3889.527588
	Iteration 11Q: 3 clusters Score -1.621748e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156918 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -16218003.000000 Penalty: 3889.527588
	Iteration 12Q: 3 clusters Score -1.6218e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157190 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -16218100.000000 Penalty: 3889.527588
	Iteration 13Q: 3 clusters Score -1.62181e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157283 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -16218142.000000 Penalty: 3889.527588
	Iteration 14Q: 3 clusters Score -1.621814e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157312 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16218186.000000 Penalty: 3889.527588
	Iteration 15Q: 3 clusters Score -1.621819e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157324 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -16218188.000000 Penalty: 3889.527588
	Iteration 16Q: 3 clusters Score -1.621819e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157330 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -16218181.000000 Penalty: 3889.527588
	Iteration 17Q: 3 clusters Score -1.621818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157337 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -16218194.000000 Penalty: 3889.527588
	Iteration 18Q: 3 clusters Score -1.621819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157344 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -16218193.000000 Penalty: 3889.527588
	Iteration 19Q: 3 clusters Score -1.621819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157350 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -16218189.000000 Penalty: 3889.527588
	Iteration 20F: 3 clusters Score -1.621819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157353 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16218181.000000 Penalty: 3889.527588
	Iteration 21Q: 3 clusters Score -1.621818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157352 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16218186.000000 Penalty: 3889.527588
	Iteration 22Q: 3 clusters Score -1.621819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157352 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16218186.000000 Penalty: 3889.527588
	Iteration 23F: 3 clusters Score -1.621819e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -203275.531250 Penalty: 1224.225220
	Iteration 0F: 2 clusters Score -203275.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -201249.078125 Penalty: 2448.450439
	Iteration 0F: 3 clusters Score -201249.1 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -201617.921875 Penalty: 2448.450439
	Iteration 1F: 3 clusters Score -201617.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -201727.453125 Penalty: 2448.450439
	Iteration 2F: 3 clusters Score -201727.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -201779.640625 Penalty: 2448.450439
	Iteration 3Q: 3 clusters Score -201779.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -201804.718750 Penalty: 2448.450439
	Iteration 4Q: 3 clusters Score -201804.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -201818.406250 Penalty: 2448.450439
	Iteration 5Q: 3 clusters Score -201818.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -201826.171875 Penalty: 2448.450439
	Iteration 6Q: 3 clusters Score -201826.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -201830.375000 Penalty: 2448.450439
	Iteration 7Q: 3 clusters Score -201830.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -201836.781250 Penalty: 2448.450439
	Iteration 8Q: 3 clusters Score -201836.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -201843.406250 Penalty: 2448.450439
	Iteration 9Q: 3 clusters Score -201843.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -201854.468750 Penalty: 2448.450439
	Iteration 10Q: 3 clusters Score -201854.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -201861.609375 Penalty: 2448.450439
	Iteration 11Q: 3 clusters Score -201861.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -201869.515625 Penalty: 2448.450439
	Iteration 12Q: 3 clusters Score -201869.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -201875.968750 Penalty: 2448.450439
	Iteration 13Q: 3 clusters Score -201876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -201881.359375 Penalty: 2448.450439
	Iteration 14Q: 3 clusters Score -201881.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -201889.890625 Penalty: 2448.450439
	Iteration 15Q: 3 clusters Score -201889.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -201894.953125 Penalty: 2448.450439
	Iteration 16Q: 3 clusters Score -201895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -201900.890625 Penalty: 2448.450439
	Iteration 17Q: 3 clusters Score -201900.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -201906.421875 Penalty: 2448.450439
	Iteration 18Q: 3 clusters Score -201906.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -201911.671875 Penalty: 2448.450439
	Iteration 19Q: 3 clusters Score -201911.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -201914.250000 Penalty: 2448.450439
	Iteration 20F: 3 clusters Score -201914.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -201915.984375 Penalty: 2448.450439
	Iteration 21Q: 3 clusters Score -201916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -201916.218750 Penalty: 2448.450439
	Iteration 22Q: 3 clusters Score -201916.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -201916.828125 Penalty: 2448.450439
	Iteration 23Q: 3 clusters Score -201916.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -201916.828125 Penalty: 2448.450439
	Iteration 24F: 3 clusters Score -201916.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (129048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129048 members 
Entering Unmasked Estep 
Score: -13125188.000000 Penalty: 1912.290161
	Iteration 0F: 2 clusters Score -1.312519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64671 members 
Mstep: Class 2 contains 64377 members 
Entering Unmasked Estep 
Score: -13038790.000000 Penalty: 3824.580322
	Iteration 0F: 3 clusters Score -1.303879e+07 nChanged 62195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69648 members 
Mstep: Class 2 contains 59400 members 
Entering Unmasked Estep 
Score: -13076382.000000 Penalty: 3824.580322
	Iteration 1F: 3 clusters Score -1.307638e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72701 members 
Mstep: Class 2 contains 56347 members 
Entering Unmasked Estep 
Score: -13077930.000000 Penalty: 3824.580322
	Iteration 2Q: 3 clusters Score -1.307793e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77206 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -13080081.000000 Penalty: 3824.580322
	Iteration 3Q: 3 clusters Score -1.308008e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83621 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -13083781.000000 Penalty: 3824.580322
	Iteration 4F: 3 clusters Score -1.308378e+07 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92265 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -13089659.000000 Penalty: 3824.580322
	Iteration 5F: 3 clusters Score -1.308966e+07 nChanged 10612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102753 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -13098471.000000 Penalty: 3824.580322
	Iteration 6F: 3 clusters Score -1.309847e+07 nChanged 10732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113445 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -13108783.000000 Penalty: 3824.580322
	Iteration 7F: 3 clusters Score -1.310878e+07 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121774 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -13116980.000000 Penalty: 3824.580322
	Iteration 8F: 3 clusters Score -1.311698e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126328 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -13121175.000000 Penalty: 3824.580322
	Iteration 9Q: 3 clusters Score -1.312118e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128043 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -13122722.000000 Penalty: 3824.580322
	Iteration 10Q: 3 clusters Score -1.312272e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128589 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -13123172.000000 Penalty: 3824.580322
	Iteration 11Q: 3 clusters Score -1.312317e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128757 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -13123339.000000 Penalty: 3824.580322
	Iteration 12Q: 3 clusters Score -1.312334e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128804 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -13123420.000000 Penalty: 3824.580322
	Iteration 13Q: 3 clusters Score -1.312342e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128831 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13123457.000000 Penalty: 3824.580322
	Iteration 14Q: 3 clusters Score -1.312346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128845 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13123481.000000 Penalty: 3824.580322
	Iteration 15Q: 3 clusters Score -1.312348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128851 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13123500.000000 Penalty: 3824.580322
	Iteration 16Q: 3 clusters Score -1.31235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128852 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13123505.000000 Penalty: 3824.580322
	Iteration 17Q: 3 clusters Score -1.31235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128853 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13123514.000000 Penalty: 3824.580322
	Iteration 18Q: 3 clusters Score -1.312351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128853 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13123514.000000 Penalty: 3824.580322
	Iteration 19F: 3 clusters Score -1.312351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 6571 members 
Mstep: Class 3 contains 2627 members 
Mstep: Class 4 contains 151766 members 
Mstep: Class 5 contains 4887 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 150701 members 
Mstep: Class 11 contains 133527 members 
Mstep: Class 12 contains 171967 members 
Mstep: Class 14 contains 81721 members 
Mstep: Class 15 contains 223119 members 
Mstep: Class 16 contains 9587 members 
Mstep: Class 17 contains 17257 members 
Mstep: Class 19 contains 6034 members 
Mstep: Class 20 contains 157594 members 
Mstep: Class 21 contains 1870 members 
Mstep: Class 22 contains 129048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918304.000000 Penalty: 38861.996094
Iteration 119Q: 18 clusters Score -1.279183e+08 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 6585 members 
Mstep: Class 3 contains 2625 members 
Mstep: Class 4 contains 151767 members 
Mstep: Class 5 contains 4933 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 150662 members 
Mstep: Class 11 contains 133515 members 
Mstep: Class 12 contains 172291 members 
Mstep: Class 14 contains 81577 members 
Mstep: Class 15 contains 222943 members 
Mstep: Class 16 contains 9596 members 
Mstep: Class 17 contains 17011 members 
Mstep: Class 19 contains 6116 members 
Mstep: Class 20 contains 157580 members 
Mstep: Class 21 contains 1870 members 
Mstep: Class 22 contains 129046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918472.000000 Penalty: 38861.996094
Iteration 120F: 18 clusters Score -1.279185e+08 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 6601 members 
Mstep: Class 3 contains 2628 members 
Mstep: Class 4 contains 151783 members 
Mstep: Class 5 contains 4971 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 150635 members 
Mstep: Class 11 contains 133492 members 
Mstep: Class 12 contains 172621 members 
Mstep: Class 14 contains 81451 members 
Mstep: Class 15 contains 222764 members 
Mstep: Class 16 contains 9593 members 
Mstep: Class 17 contains 16749 members 
Mstep: Class 19 contains 6192 members 
Mstep: Class 20 contains 157581 members 
Mstep: Class 21 contains 1871 members 
Mstep: Class 22 contains 129039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918736.000000 Penalty: 38861.996094
Iteration 121Q: 18 clusters Score -1.279187e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 6616 members 
Mstep: Class 3 contains 2628 members 
Mstep: Class 4 contains 151801 members 
Mstep: Class 5 contains 5010 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 150651 members 
Mstep: Class 11 contains 133451 members 
Mstep: Class 12 contains 172953 members 
Mstep: Class 14 contains 81350 members 
Mstep: Class 15 contains 222593 members 
Mstep: Class 16 contains 9590 members 
Mstep: Class 17 contains 16497 members 
Mstep: Class 19 contains 6249 members 
Mstep: Class 20 contains 157579 members 
Mstep: Class 21 contains 1871 members 
Mstep: Class 22 contains 129017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918896.000000 Penalty: 38861.996094
Iteration 122Q: 18 clusters Score -1.279189e+08 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 6622 members 
Mstep: Class 3 contains 2629 members 
Mstep: Class 4 contains 151780 members 
Mstep: Class 5 contains 5043 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 150665 members 
Mstep: Class 11 contains 133405 members 
Mstep: Class 12 contains 173234 members 
Mstep: Class 14 contains 81271 members 
Mstep: Class 15 contains 222463 members 
Mstep: Class 16 contains 9594 members 
Mstep: Class 17 contains 16263 members 
Mstep: Class 19 contains 6326 members 
Mstep: Class 20 contains 157602 members 
Mstep: Class 21 contains 1871 members 
Mstep: Class 22 contains 128988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919008.000000 Penalty: 38861.996094
Iteration 123Q: 18 clusters Score -1.27919e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 2640 members 
Mstep: Class 4 contains 151750 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 150660 members 
Mstep: Class 11 contains 133376 members 
Mstep: Class 12 contains 173529 members 
Mstep: Class 14 contains 81188 members 
Mstep: Class 15 contains 222355 members 
Mstep: Class 16 contains 9593 members 
Mstep: Class 17 contains 16014 members 
Mstep: Class 19 contains 6414 members 
Mstep: Class 20 contains 157598 members 
Mstep: Class 21 contains 1869 members 
Mstep: Class 22 contains 128955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918840.000000 Penalty: 38861.996094
Iteration 124Q: 18 clusters Score -1.279188e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 6647 members 
Mstep: Class 3 contains 2650 members 
Mstep: Class 4 contains 151731 members 
Mstep: Class 5 contains 5115 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 150660 members 
Mstep: Class 11 contains 133342 members 
Mstep: Class 12 contains 173757 members 
Mstep: Class 14 contains 81108 members 
Mstep: Class 15 contains 222229 members 
Mstep: Class 16 contains 9592 members 
Mstep: Class 17 contains 15816 members 
Mstep: Class 19 contains 6505 members 
Mstep: Class 20 contains 157610 members 
Mstep: Class 21 contains 1871 members 
Mstep: Class 22 contains 128926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127918904.000000 Penalty: 38861.996094
Iteration 125Q: 18 clusters Score -1.279189e+08 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 6660 members 
Mstep: Class 3 contains 2654 members 
Mstep: Class 4 contains 151726 members 
Mstep: Class 5 contains 5150 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 150641 members 
Mstep: Class 11 contains 133281 members 
Mstep: Class 12 contains 174006 members 
Mstep: Class 14 contains 81063 members 
Mstep: Class 15 contains 222085 members 
Mstep: Class 16 contains 9594 members 
Mstep: Class 17 contains 15620 members 
Mstep: Class 19 contains 6599 members 
Mstep: Class 20 contains 157650 members 
Mstep: Class 21 contains 1872 members 
Mstep: Class 22 contains 128892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919200.000000 Penalty: 38861.996094
Iteration 126Q: 18 clusters Score -1.279192e+08 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 6678 members 
Mstep: Class 3 contains 2660 members 
Mstep: Class 4 contains 151722 members 
Mstep: Class 5 contains 5175 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 150662 members 
Mstep: Class 11 contains 133228 members 
Mstep: Class 12 contains 174223 members 
Mstep: Class 14 contains 81029 members 
Mstep: Class 15 contains 221953 members 
Mstep: Class 16 contains 9598 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 19 contains 6665 members 
Mstep: Class 20 contains 157684 members 
Mstep: Class 21 contains 1870 members 
Mstep: Class 22 contains 128861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919320.000000 Penalty: 38861.996094
Iteration 127Q: 18 clusters Score -1.279193e+08 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 6696 members 
Mstep: Class 3 contains 2661 members 
Mstep: Class 4 contains 151716 members 
Mstep: Class 5 contains 5203 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 150673 members 
Mstep: Class 11 contains 133173 members 
Mstep: Class 12 contains 174431 members 
Mstep: Class 14 contains 80996 members 
Mstep: Class 15 contains 221836 members 
Mstep: Class 16 contains 9600 members 
Mstep: Class 17 contains 15197 members 
Mstep: Class 19 contains 6740 members 
Mstep: Class 20 contains 157710 members 
Mstep: Class 21 contains 1867 members 
Mstep: Class 22 contains 128844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919496.000000 Penalty: 38861.996094
Iteration 128Q: 18 clusters Score -1.279195e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 6723 members 
Mstep: Class 3 contains 2665 members 
Mstep: Class 4 contains 151716 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 150710 members 
Mstep: Class 11 contains 133136 members 
Mstep: Class 12 contains 174554 members 
Mstep: Class 14 contains 80938 members 
Mstep: Class 15 contains 221780 members 
Mstep: Class 16 contains 9605 members 
Mstep: Class 17 contains 14978 members 
Mstep: Class 19 contains 6828 members 
Mstep: Class 20 contains 157724 members 
Mstep: Class 21 contains 1868 members 
Mstep: Class 22 contains 128814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919520.000000 Penalty: 38861.996094
Iteration 129Q: 18 clusters Score -1.279195e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 2665 members 
Mstep: Class 4 contains 151713 members 
Mstep: Class 5 contains 5253 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 150752 members 
Mstep: Class 11 contains 133093 members 
Mstep: Class 12 contains 174672 members 
Mstep: Class 14 contains 80909 members 
Mstep: Class 15 contains 221670 members 
Mstep: Class 16 contains 9605 members 
Mstep: Class 17 contains 14791 members 
Mstep: Class 19 contains 6935 members 
Mstep: Class 20 contains 157740 members 
Mstep: Class 21 contains 1867 members 
Mstep: Class 22 contains 128784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919816.000000 Penalty: 38861.996094
Iteration 130Q: 18 clusters Score -1.279198e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 6756 members 
Mstep: Class 3 contains 2666 members 
Mstep: Class 4 contains 151703 members 
Mstep: Class 5 contains 5266 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 150789 members 
Mstep: Class 11 contains 133047 members 
Mstep: Class 12 contains 174812 members 
Mstep: Class 14 contains 80907 members 
Mstep: Class 15 contains 221537 members 
Mstep: Class 16 contains 9603 members 
Mstep: Class 17 contains 14616 members 
Mstep: Class 19 contains 7049 members 
Mstep: Class 20 contains 157754 members 
Mstep: Class 21 contains 1869 members 
Mstep: Class 22 contains 128759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919632.000000 Penalty: 38861.996094
Iteration 131Q: 18 clusters Score -1.279196e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 6776 members 
Mstep: Class 3 contains 2669 members 
Mstep: Class 4 contains 151703 members 
Mstep: Class 5 contains 5281 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 150856 members 
Mstep: Class 11 contains 133022 members 
Mstep: Class 12 contains 174917 members 
Mstep: Class 14 contains 80888 members 
Mstep: Class 15 contains 221375 members 
Mstep: Class 16 contains 9611 members 
Mstep: Class 17 contains 14439 members 
Mstep: Class 19 contains 7179 members 
Mstep: Class 20 contains 157778 members 
Mstep: Class 21 contains 1869 members 
Mstep: Class 22 contains 128719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919744.000000 Penalty: 38861.996094
Iteration 132Q: 18 clusters Score -1.279197e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 6788 members 
Mstep: Class 3 contains 2669 members 
Mstep: Class 4 contains 151700 members 
Mstep: Class 5 contains 5293 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 150922 members 
Mstep: Class 11 contains 132976 members 
Mstep: Class 12 contains 174972 members 
Mstep: Class 14 contains 80903 members 
Mstep: Class 15 contains 221218 members 
Mstep: Class 16 contains 9617 members 
Mstep: Class 17 contains 14262 members 
Mstep: Class 19 contains 7300 members 
Mstep: Class 20 contains 157861 members 
Mstep: Class 21 contains 1869 members 
Mstep: Class 22 contains 128676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919504.000000 Penalty: 38861.996094
Iteration 133Q: 18 clusters Score -1.279195e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 6797 members 
Mstep: Class 3 contains 2670 members 
Mstep: Class 4 contains 151678 members 
Mstep: Class 5 contains 5309 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 150989 members 
Mstep: Class 11 contains 132953 members 
Mstep: Class 12 contains 175000 members 
Mstep: Class 14 contains 80927 members 
Mstep: Class 15 contains 221074 members 
Mstep: Class 16 contains 9625 members 
Mstep: Class 17 contains 14100 members 
Mstep: Class 19 contains 7437 members 
Mstep: Class 20 contains 157919 members 
Mstep: Class 21 contains 1867 members 
Mstep: Class 22 contains 128637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127919752.000000 Penalty: 38861.996094
Iteration 134Q: 18 clusters Score -1.279198e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 6820 members 
Mstep: Class 3 contains 2674 members 
Mstep: Class 4 contains 151680 members 
Mstep: Class 5 contains 5327 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 151034 members 
Mstep: Class 11 contains 132924 members 
Mstep: Class 12 contains 174969 members 
Mstep: Class 14 contains 80977 members 
Mstep: Class 15 contains 220925 members 
Mstep: Class 16 contains 9627 members 
Mstep: Class 17 contains 13958 members 
Mstep: Class 19 contains 7572 members 
Mstep: Class 20 contains 157982 members 
Mstep: Class 21 contains 1865 members 
Mstep: Class 22 contains 128605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920016.000000 Penalty: 38861.996094
Iteration 135Q: 18 clusters Score -1.2792e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 6837 members 
Mstep: Class 3 contains 2679 members 
Mstep: Class 4 contains 151667 members 
Mstep: Class 5 contains 5345 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 151069 members 
Mstep: Class 11 contains 132921 members 
Mstep: Class 12 contains 175000 members 
Mstep: Class 14 contains 81016 members 
Mstep: Class 15 contains 220773 members 
Mstep: Class 16 contains 9634 members 
Mstep: Class 17 contains 13821 members 
Mstep: Class 19 contains 7697 members 
Mstep: Class 20 contains 158022 members 
Mstep: Class 21 contains 1865 members 
Mstep: Class 22 contains 128568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920120.000000 Penalty: 38861.996094
Iteration 136Q: 18 clusters Score -1.279201e+08 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 6861 members 
Mstep: Class 3 contains 2682 members 
Mstep: Class 4 contains 151658 members 
Mstep: Class 5 contains 5367 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 151100 members 
Mstep: Class 11 contains 132901 members 
Mstep: Class 12 contains 175009 members 
Mstep: Class 14 contains 81031 members 
Mstep: Class 15 contains 220681 members 
Mstep: Class 16 contains 9638 members 
Mstep: Class 17 contains 13678 members 
Mstep: Class 19 contains 7832 members 
Mstep: Class 20 contains 158054 members 
Mstep: Class 21 contains 1868 members 
Mstep: Class 22 contains 128529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920208.000000 Penalty: 38861.996094
Iteration 137Q: 18 clusters Score -1.279202e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 6871 members 
Mstep: Class 3 contains 2683 members 
Mstep: Class 4 contains 151646 members 
Mstep: Class 5 contains 5380 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 151144 members 
Mstep: Class 11 contains 132889 members 
Mstep: Class 12 contains 175004 members 
Mstep: Class 14 contains 81073 members 
Mstep: Class 15 contains 220590 members 
Mstep: Class 16 contains 9644 members 
Mstep: Class 17 contains 13546 members 
Mstep: Class 19 contains 7941 members 
Mstep: Class 20 contains 158061 members 
Mstep: Class 21 contains 1878 members 
Mstep: Class 22 contains 128514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920376.000000 Penalty: 38861.996094
Iteration 138Q: 18 clusters Score -1.279204e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 6885 members 
Mstep: Class 3 contains 2681 members 
Mstep: Class 4 contains 151635 members 
Mstep: Class 5 contains 5399 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 151158 members 
Mstep: Class 11 contains 132898 members 
Mstep: Class 12 contains 175046 members 
Mstep: Class 14 contains 81092 members 
Mstep: Class 15 contains 220464 members 
Mstep: Class 16 contains 9646 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 19 contains 8057 members 
Mstep: Class 20 contains 158062 members 
Mstep: Class 21 contains 1883 members 
Mstep: Class 22 contains 128502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920216.000000 Penalty: 38861.996094
Iteration 139Q: 18 clusters Score -1.279202e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 6904 members 
Mstep: Class 3 contains 2686 members 
Mstep: Class 4 contains 151631 members 
Mstep: Class 5 contains 5412 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 151198 members 
Mstep: Class 11 contains 132898 members 
Mstep: Class 12 contains 174975 members 
Mstep: Class 14 contains 81121 members 
Mstep: Class 15 contains 220368 members 
Mstep: Class 16 contains 9652 members 
Mstep: Class 17 contains 13337 members 
Mstep: Class 19 contains 8169 members 
Mstep: Class 20 contains 158087 members 
Mstep: Class 21 contains 1885 members 
Mstep: Class 22 contains 128492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920144.000000 Penalty: 38861.996094
Iteration 140F: 18 clusters Score -1.279201e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 6919 members 
Mstep: Class 3 contains 2690 members 
Mstep: Class 4 contains 151623 members 
Mstep: Class 5 contains 5428 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 151219 members 
Mstep: Class 11 contains 132888 members 
Mstep: Class 12 contains 174940 members 
Mstep: Class 14 contains 81166 members 
Mstep: Class 15 contains 220293 members 
Mstep: Class 16 contains 9658 members 
Mstep: Class 17 contains 13228 members 
Mstep: Class 19 contains 8281 members 
Mstep: Class 20 contains 158117 members 
Mstep: Class 21 contains 1887 members 
Mstep: Class 22 contains 128472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920288.000000 Penalty: 38861.996094
Iteration 141Q: 18 clusters Score -1.279203e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 2690 members 
Mstep: Class 4 contains 151619 members 
Mstep: Class 5 contains 5439 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 151227 members 
Mstep: Class 11 contains 132870 members 
Mstep: Class 12 contains 174935 members 
Mstep: Class 14 contains 81196 members 
Mstep: Class 15 contains 220249 members 
Mstep: Class 16 contains 9662 members 
Mstep: Class 17 contains 13114 members 
Mstep: Class 19 contains 8380 members 
Mstep: Class 20 contains 158147 members 
Mstep: Class 21 contains 1884 members 
Mstep: Class 22 contains 128448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920472.000000 Penalty: 38861.996094
Iteration 142Q: 18 clusters Score -1.279205e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 6954 members 
Mstep: Class 3 contains 2692 members 
Mstep: Class 4 contains 151599 members 
Mstep: Class 5 contains 5451 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 151239 members 
Mstep: Class 11 contains 132868 members 
Mstep: Class 12 contains 174915 members 
Mstep: Class 14 contains 81239 members 
Mstep: Class 15 contains 220183 members 
Mstep: Class 16 contains 9668 members 
Mstep: Class 17 contains 13017 members 
Mstep: Class 19 contains 8491 members 
Mstep: Class 20 contains 158152 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 128433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920496.000000 Penalty: 38861.996094
Iteration 143Q: 18 clusters Score -1.279205e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 6973 members 
Mstep: Class 3 contains 2695 members 
Mstep: Class 4 contains 151581 members 
Mstep: Class 5 contains 5466 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 151251 members 
Mstep: Class 11 contains 132872 members 
Mstep: Class 12 contains 174836 members 
Mstep: Class 14 contains 81294 members 
Mstep: Class 15 contains 220112 members 
Mstep: Class 16 contains 9674 members 
Mstep: Class 17 contains 12922 members 
Mstep: Class 19 contains 8620 members 
Mstep: Class 20 contains 158152 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 128428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920488.000000 Penalty: 38861.996094
Iteration 144Q: 18 clusters Score -1.279205e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 6988 members 
Mstep: Class 3 contains 2697 members 
Mstep: Class 4 contains 151579 members 
Mstep: Class 5 contains 5475 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 151239 members 
Mstep: Class 11 contains 132880 members 
Mstep: Class 12 contains 174743 members 
Mstep: Class 14 contains 81354 members 
Mstep: Class 15 contains 220041 members 
Mstep: Class 16 contains 9673 members 
Mstep: Class 17 contains 12824 members 
Mstep: Class 19 contains 8777 members 
Mstep: Class 20 contains 158151 members 
Mstep: Class 21 contains 1878 members 
Mstep: Class 22 contains 128432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920384.000000 Penalty: 38861.996094
Iteration 145Q: 18 clusters Score -1.279204e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 2697 members 
Mstep: Class 4 contains 151562 members 
Mstep: Class 5 contains 5483 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 151223 members 
Mstep: Class 11 contains 132886 members 
Mstep: Class 12 contains 174712 members 
Mstep: Class 14 contains 81437 members 
Mstep: Class 15 contains 219974 members 
Mstep: Class 16 contains 9678 members 
Mstep: Class 17 contains 12724 members 
Mstep: Class 19 contains 8908 members 
Mstep: Class 20 contains 158126 members 
Mstep: Class 21 contains 1872 members 
Mstep: Class 22 contains 128434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920408.000000 Penalty: 38861.996094
Iteration 146Q: 18 clusters Score -1.279204e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 7015 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 151545 members 
Mstep: Class 5 contains 5492 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 151183 members 
Mstep: Class 11 contains 132887 members 
Mstep: Class 12 contains 174689 members 
Mstep: Class 14 contains 81538 members 
Mstep: Class 15 contains 219898 members 
Mstep: Class 16 contains 9683 members 
Mstep: Class 17 contains 12610 members 
Mstep: Class 19 contains 9062 members 
Mstep: Class 20 contains 158103 members 
Mstep: Class 21 contains 1877 members 
Mstep: Class 22 contains 128425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920504.000000 Penalty: 38861.996094
Iteration 147Q: 18 clusters Score -1.279205e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 7029 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 151544 members 
Mstep: Class 5 contains 5509 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 151125 members 
Mstep: Class 11 contains 132893 members 
Mstep: Class 12 contains 174666 members 
Mstep: Class 14 contains 81622 members 
Mstep: Class 15 contains 219824 members 
Mstep: Class 16 contains 9684 members 
Mstep: Class 17 contains 12509 members 
Mstep: Class 19 contains 9224 members 
Mstep: Class 20 contains 158072 members 
Mstep: Class 21 contains 1870 members 
Mstep: Class 22 contains 128417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920768.000000 Penalty: 38861.996094
Iteration 148Q: 18 clusters Score -1.279208e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 7030 members 
Mstep: Class 3 contains 2698 members 
Mstep: Class 4 contains 151531 members 
Mstep: Class 5 contains 5517 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 151084 members 
Mstep: Class 11 contains 132887 members 
Mstep: Class 12 contains 174645 members 
Mstep: Class 14 contains 81697 members 
Mstep: Class 15 contains 219716 members 
Mstep: Class 16 contains 9684 members 
Mstep: Class 17 contains 12404 members 
Mstep: Class 19 contains 9395 members 
Mstep: Class 20 contains 158076 members 
Mstep: Class 21 contains 1869 members 
Mstep: Class 22 contains 128422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920744.000000 Penalty: 38861.996094
Iteration 149Q: 18 clusters Score -1.279207e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 7048 members 
Mstep: Class 3 contains 2698 members 
Mstep: Class 4 contains 151518 members 
Mstep: Class 5 contains 5521 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 151035 members 
Mstep: Class 11 contains 132877 members 
Mstep: Class 12 contains 174641 members 
Mstep: Class 14 contains 81770 members 
Mstep: Class 15 contains 219595 members 
Mstep: Class 16 contains 9686 members 
Mstep: Class 17 contains 12292 members 
Mstep: Class 19 contains 9581 members 
Mstep: Class 20 contains 158082 members 
Mstep: Class 21 contains 1868 members 
Mstep: Class 22 contains 128408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920768.000000 Penalty: 38861.996094
Iteration 150Q: 18 clusters Score -1.279208e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 7058 members 
Mstep: Class 3 contains 2701 members 
Mstep: Class 4 contains 151485 members 
Mstep: Class 5 contains 5527 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 150977 members 
Mstep: Class 11 contains 132880 members 
Mstep: Class 12 contains 174663 members 
Mstep: Class 14 contains 81845 members 
Mstep: Class 15 contains 219455 members 
Mstep: Class 16 contains 9702 members 
Mstep: Class 17 contains 12161 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 158072 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 128420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921056.000000 Penalty: 38861.996094
Iteration 151Q: 18 clusters Score -1.279211e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 7073 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 151470 members 
Mstep: Class 5 contains 5532 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 150942 members 
Mstep: Class 11 contains 132884 members 
Mstep: Class 12 contains 174598 members 
Mstep: Class 14 contains 81918 members 
Mstep: Class 15 contains 219315 members 
Mstep: Class 16 contains 9709 members 
Mstep: Class 17 contains 12045 members 
Mstep: Class 19 contains 9999 members 
Mstep: Class 20 contains 158099 members 
Mstep: Class 21 contains 1860 members 
Mstep: Class 22 contains 128422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920864.000000 Penalty: 38861.996094
Iteration 152Q: 18 clusters Score -1.279209e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 7089 members 
Mstep: Class 3 contains 2701 members 
Mstep: Class 4 contains 151448 members 
Mstep: Class 5 contains 5537 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 150940 members 
Mstep: Class 11 contains 132882 members 
Mstep: Class 12 contains 174515 members 
Mstep: Class 14 contains 81992 members 
Mstep: Class 15 contains 219170 members 
Mstep: Class 16 contains 9720 members 
Mstep: Class 17 contains 11916 members 
Mstep: Class 19 contains 10225 members 
Mstep: Class 20 contains 158141 members 
Mstep: Class 21 contains 1860 members 
Mstep: Class 22 contains 128418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921200.000000 Penalty: 38861.996094
Iteration 153Q: 18 clusters Score -1.279212e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 7099 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 151446 members 
Mstep: Class 5 contains 5540 members 
Mstep: Class 8 contains 3938 members 
Mstep: Class 9 contains 150936 members 
Mstep: Class 11 contains 132886 members 
Mstep: Class 12 contains 174423 members 
Mstep: Class 14 contains 82049 members 
Mstep: Class 15 contains 219002 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 11791 members 
Mstep: Class 19 contains 10460 members 
Mstep: Class 20 contains 158178 members 
Mstep: Class 21 contains 1862 members 
Mstep: Class 22 contains 128432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127920984.000000 Penalty: 38861.996094
Iteration 154Q: 18 clusters Score -1.27921e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 2699 members 
Mstep: Class 4 contains 151432 members 
Mstep: Class 5 contains 5541 members 
Mstep: Class 8 contains 3938 members 
Mstep: Class 9 contains 150931 members 
Mstep: Class 11 contains 132886 members 
Mstep: Class 12 contains 174356 members 
Mstep: Class 14 contains 82114 members 
Mstep: Class 15 contains 218857 members 
Mstep: Class 16 contains 9733 members 
Mstep: Class 17 contains 11642 members 
Mstep: Class 19 contains 10695 members 
Mstep: Class 20 contains 158221 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 128436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921336.000000 Penalty: 38861.996094
Iteration 155Q: 18 clusters Score -1.279213e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 7124 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 151427 members 
Mstep: Class 5 contains 5542 members 
Mstep: Class 8 contains 3938 members 
Mstep: Class 9 contains 150918 members 
Mstep: Class 11 contains 132882 members 
Mstep: Class 12 contains 174269 members 
Mstep: Class 14 contains 82182 members 
Mstep: Class 15 contains 218713 members 
Mstep: Class 16 contains 9743 members 
Mstep: Class 17 contains 11498 members 
Mstep: Class 19 contains 10946 members 
Mstep: Class 20 contains 158249 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 128446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921408.000000 Penalty: 38861.996094
Iteration 156Q: 18 clusters Score -1.279214e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 7138 members 
Mstep: Class 3 contains 2701 members 
Mstep: Class 4 contains 151405 members 
Mstep: Class 5 contains 5544 members 
Mstep: Class 8 contains 3938 members 
Mstep: Class 9 contains 150882 members 
Mstep: Class 11 contains 132878 members 
Mstep: Class 12 contains 174235 members 
Mstep: Class 14 contains 82257 members 
Mstep: Class 15 contains 218574 members 
Mstep: Class 16 contains 9749 members 
Mstep: Class 17 contains 11329 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 158281 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 128453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921456.000000 Penalty: 38861.996094
Iteration 157Q: 18 clusters Score -1.279215e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 7155 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 151384 members 
Mstep: Class 5 contains 5548 members 
Mstep: Class 8 contains 3938 members 
Mstep: Class 9 contains 150846 members 
Mstep: Class 11 contains 132882 members 
Mstep: Class 12 contains 174148 members 
Mstep: Class 14 contains 82329 members 
Mstep: Class 15 contains 218460 members 
Mstep: Class 16 contains 9754 members 
Mstep: Class 17 contains 11171 members 
Mstep: Class 19 contains 11501 members 
Mstep: Class 20 contains 158313 members 
Mstep: Class 21 contains 1844 members 
Mstep: Class 22 contains 128446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921344.000000 Penalty: 38861.996094
Iteration 158Q: 18 clusters Score -1.279213e+08 nChanged 1266
Entering ConstructFrom: 
Score: -127921344.000000 Penalty: 38861.996094
Entering ConstructFrom: 
Trying to split cluster 1 (36400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Entering Unmasked Estep 
Score: -3560730.750000 Penalty: 1706.627686
	Iteration 0F: 2 clusters Score -3560731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3536319.000000 Penalty: 3413.255371
	Iteration 0F: 3 clusters Score -3536319 nChanged 16871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -3545875.750000 Penalty: 3413.255371
	Iteration 1F: 3 clusters Score -3545876 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -3546685.250000 Penalty: 3413.255371
	Iteration 2F: 3 clusters Score -3546685 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -3547661.250000 Penalty: 3413.255371
	Iteration 3F: 3 clusters Score -3547661 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3548873.250000 Penalty: 3413.255371
	Iteration 4F: 3 clusters Score -3548873 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -3550302.250000 Penalty: 3413.255371
	Iteration 5F: 3 clusters Score -3550302 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -3551784.000000 Penalty: 3413.255371
	Iteration 6F: 3 clusters Score -3551784 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -3553257.750000 Penalty: 3413.255371
	Iteration 7F: 3 clusters Score -3553258 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -3554625.500000 Penalty: 3413.255371
	Iteration 8F: 3 clusters Score -3554626 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -3555883.000000 Penalty: 3413.255371
	Iteration 9Q: 3 clusters Score -3555883 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3557033.750000 Penalty: 3413.255371
	Iteration 10Q: 3 clusters Score -3557034 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3558036.750000 Penalty: 3413.255371
	Iteration 11Q: 3 clusters Score -3558037 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3558643.500000 Penalty: 3413.255371
	Iteration 12Q: 3 clusters Score -3558644 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3559007.750000 Penalty: 3413.255371
	Iteration 13Q: 3 clusters Score -3559008 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3559171.750000 Penalty: 3413.255371
	Iteration 14Q: 3 clusters Score -3559172 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3559237.750000 Penalty: 3413.255371
	Iteration 15Q: 3 clusters Score -3559238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3559277.750000 Penalty: 3413.255371
	Iteration 16Q: 3 clusters Score -3559278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3559318.000000 Penalty: 3413.255371
	Iteration 17Q: 3 clusters Score -3559318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3559345.500000 Penalty: 3413.255371
	Iteration 18Q: 3 clusters Score -3559346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3559356.000000 Penalty: 3413.255371
	Iteration 19Q: 3 clusters Score -3559356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3559368.250000 Penalty: 3413.255371
	Iteration 20F: 3 clusters Score -3559368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3559370.500000 Penalty: 3413.255371
	Iteration 21Q: 3 clusters Score -3559370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3559371.000000 Penalty: 3413.255371
	Iteration 22Q: 3 clusters Score -3559371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3559370.000000 Penalty: 3413.255371
	Iteration 23Q: 3 clusters Score -3559370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3559378.000000 Penalty: 3413.255371
	Iteration 24Q: 3 clusters Score -3559378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3559386.750000 Penalty: 3413.255371
	Iteration 25Q: 3 clusters Score -3559387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3559394.500000 Penalty: 3413.255371
	Iteration 26Q: 3 clusters Score -3559394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3559407.750000 Penalty: 3413.255371
	Iteration 27Q: 3 clusters Score -3559408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3559415.750000 Penalty: 3413.255371
	Iteration 28Q: 3 clusters Score -3559416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3559420.500000 Penalty: 3413.255371
	Iteration 29Q: 3 clusters Score -3559420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3559425.750000 Penalty: 3413.255371
	Iteration 30Q: 3 clusters Score -3559426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3559429.250000 Penalty: 3413.255371
	Iteration 31Q: 3 clusters Score -3559429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3559433.250000 Penalty: 3413.255371
	Iteration 32Q: 3 clusters Score -3559433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3559444.250000 Penalty: 3413.255371
	Iteration 33Q: 3 clusters Score -3559444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3559452.250000 Penalty: 3413.255371
	Iteration 34Q: 3 clusters Score -3559452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3559455.500000 Penalty: 3413.255371
	Iteration 35Q: 3 clusters Score -3559456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3559462.750000 Penalty: 3413.255371
	Iteration 36Q: 3 clusters Score -3559463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3559467.250000 Penalty: 3413.255371
	Iteration 37Q: 3 clusters Score -3559467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3559469.750000 Penalty: 3413.255371
	Iteration 38Q: 3 clusters Score -3559470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3559471.750000 Penalty: 3413.255371
	Iteration 39Q: 3 clusters Score -3559472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3559471.750000 Penalty: 3413.255371
	Iteration 40F: 3 clusters Score -3559472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Entering Unmasked Estep 
Score: -745303.375000 Penalty: 1442.733154
	Iteration 0F: 2 clusters Score -745303.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -739919.375000 Penalty: 2885.466309
	Iteration 0F: 3 clusters Score -739919.4 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -741487.875000 Penalty: 2885.466309
	Iteration 1F: 3 clusters Score -741487.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -741750.375000 Penalty: 2885.466309
	Iteration 2F: 3 clusters Score -741750.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -741924.312500 Penalty: 2885.466309
	Iteration 3F: 3 clusters Score -741924.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -742077.125000 Penalty: 2885.466309
	Iteration 4Q: 3 clusters Score -742077.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -742206.187500 Penalty: 2885.466309
	Iteration 5Q: 3 clusters Score -742206.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -742337.875000 Penalty: 2885.466309
	Iteration 6Q: 3 clusters Score -742337.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -742453.937500 Penalty: 2885.466309
	Iteration 7Q: 3 clusters Score -742453.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -742582.437500 Penalty: 2885.466309
	Iteration 8Q: 3 clusters Score -742582.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -742721.375000 Penalty: 2885.466309
	Iteration 9Q: 3 clusters Score -742721.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -742865.375000 Penalty: 2885.466309
	Iteration 10Q: 3 clusters Score -742865.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -743016.625000 Penalty: 2885.466309
	Iteration 11Q: 3 clusters Score -743016.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -743179.437500 Penalty: 2885.466309
	Iteration 12Q: 3 clusters Score -743179.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -743321.062500 Penalty: 2885.466309
	Iteration 13Q: 3 clusters Score -743321.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -743435.562500 Penalty: 2885.466309
	Iteration 14Q: 3 clusters Score -743435.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -743537.187500 Penalty: 2885.466309
	Iteration 15Q: 3 clusters Score -743537.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -743623.687500 Penalty: 2885.466309
	Iteration 16Q: 3 clusters Score -743623.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -743705.562500 Penalty: 2885.466309
	Iteration 17Q: 3 clusters Score -743705.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -743769.500000 Penalty: 2885.466309
	Iteration 18Q: 3 clusters Score -743769.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -743822.687500 Penalty: 2885.466309
	Iteration 19Q: 3 clusters Score -743822.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -743864.125000 Penalty: 2885.466309
	Iteration 20F: 3 clusters Score -743864.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -743901.000000 Penalty: 2885.466309
	Iteration 21Q: 3 clusters Score -743901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -743933.750000 Penalty: 2885.466309
	Iteration 22Q: 3 clusters Score -743933.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -743952.187500 Penalty: 2885.466309
	Iteration 23Q: 3 clusters Score -743952.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -743973.625000 Penalty: 2885.466309
	Iteration 24Q: 3 clusters Score -743973.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -743981.812500 Penalty: 2885.466309
	Iteration 25Q: 3 clusters Score -743981.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -743991.125000 Penalty: 2885.466309
	Iteration 26Q: 3 clusters Score -743991.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -743996.500000 Penalty: 2885.466309
	Iteration 27Q: 3 clusters Score -743996.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -743998.875000 Penalty: 2885.466309
	Iteration 28Q: 3 clusters Score -743998.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -743999.125000 Penalty: 2885.466309
	Iteration 29Q: 3 clusters Score -743999.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -744000.750000 Penalty: 2885.466309
	Iteration 30Q: 3 clusters Score -744000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -744001.250000 Penalty: 2885.466309
	Iteration 31Q: 3 clusters Score -744001.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -744002.375000 Penalty: 2885.466309
	Iteration 32Q: 3 clusters Score -744002.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -744001.562500 Penalty: 2885.466309
	Iteration 33Q: 3 clusters Score -744001.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -744001.562500 Penalty: 2885.466309
	Iteration 34F: 3 clusters Score -744001.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Entering Unmasked Estep 
Score: -238093.843750 Penalty: 1284.214355
	Iteration 0F: 2 clusters Score -238093.8 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 1351 members 
Entering Unmasked Estep 
Score: -235603.328125 Penalty: 2568.428711
	Iteration 0F: 3 clusters Score -235603.3 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -236349.046875 Penalty: 2568.428711
	Iteration 1F: 3 clusters Score -236349 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -236531.515625 Penalty: 2568.428711
	Iteration 2F: 3 clusters Score -236531.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -236645.750000 Penalty: 2568.428711
	Iteration 3F: 3 clusters Score -236645.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -236737.828125 Penalty: 2568.428711
	Iteration 4Q: 3 clusters Score -236737.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -236829.281250 Penalty: 2568.428711
	Iteration 5Q: 3 clusters Score -236829.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -236919.609375 Penalty: 2568.428711
	Iteration 6Q: 3 clusters Score -236919.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -236997.468750 Penalty: 2568.428711
	Iteration 7Q: 3 clusters Score -236997.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -237078.000000 Penalty: 2568.428711
	Iteration 8Q: 3 clusters Score -237078 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -237123.375000 Penalty: 2568.428711
	Iteration 9Q: 3 clusters Score -237123.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -237174.109375 Penalty: 2568.428711
	Iteration 10Q: 3 clusters Score -237174.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -237220.500000 Penalty: 2568.428711
	Iteration 11Q: 3 clusters Score -237220.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -237261.250000 Penalty: 2568.428711
	Iteration 12Q: 3 clusters Score -237261.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -237299.515625 Penalty: 2568.428711
	Iteration 13Q: 3 clusters Score -237299.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -237337.281250 Penalty: 2568.428711
	Iteration 14Q: 3 clusters Score -237337.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -237364.921875 Penalty: 2568.428711
	Iteration 15Q: 3 clusters Score -237364.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -237379.765625 Penalty: 2568.428711
	Iteration 16Q: 3 clusters Score -237379.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -237393.046875 Penalty: 2568.428711
	Iteration 17Q: 3 clusters Score -237393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -237401.640625 Penalty: 2568.428711
	Iteration 18Q: 3 clusters Score -237401.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -237410.734375 Penalty: 2568.428711
	Iteration 19Q: 3 clusters Score -237410.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -237420.718750 Penalty: 2568.428711
	Iteration 20F: 3 clusters Score -237420.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -237428.140625 Penalty: 2568.428711
	Iteration 21Q: 3 clusters Score -237428.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -237432.125000 Penalty: 2568.428711
	Iteration 22Q: 3 clusters Score -237432.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -237434.906250 Penalty: 2568.428711
	Iteration 23Q: 3 clusters Score -237434.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -237439.734375 Penalty: 2568.428711
	Iteration 24Q: 3 clusters Score -237439.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -237441.078125 Penalty: 2568.428711
	Iteration 25Q: 3 clusters Score -237441.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -237442.140625 Penalty: 2568.428711
	Iteration 26Q: 3 clusters Score -237442.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -237442.953125 Penalty: 2568.428711
	Iteration 27Q: 3 clusters Score -237443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -237443.828125 Penalty: 2568.428711
	Iteration 28Q: 3 clusters Score -237443.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -237444.796875 Penalty: 2568.428711
	Iteration 29Q: 3 clusters Score -237444.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -237445.156250 Penalty: 2568.428711
	Iteration 30Q: 3 clusters Score -237445.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -237445.156250 Penalty: 2568.428711
	Iteration 31F: 3 clusters Score -237445.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (151357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151357 members 
Entering Unmasked Estep 
Score: -15401196.000000 Penalty: 1938.202026
	Iteration 0F: 2 clusters Score -1.54012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75526 members 
Mstep: Class 2 contains 75831 members 
Entering Unmasked Estep 
Score: -15300121.000000 Penalty: 3876.404053
	Iteration 0F: 3 clusters Score -1.530012e+07 nChanged 72836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73016 members 
Mstep: Class 2 contains 78341 members 
Entering Unmasked Estep 
Score: -15342695.000000 Penalty: 3876.404053
	Iteration 1F: 3 clusters Score -1.53427e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71251 members 
Mstep: Class 2 contains 80106 members 
Entering Unmasked Estep 
Score: -15343646.000000 Penalty: 3876.404053
	Iteration 2Q: 3 clusters Score -1.534365e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 82800 members 
Entering Unmasked Estep 
Score: -15344880.000000 Penalty: 3876.404053
	Iteration 3Q: 3 clusters Score -1.534488e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 86832 members 
Entering Unmasked Estep 
Score: -15346709.000000 Penalty: 3876.404053
	Iteration 4Q: 3 clusters Score -1.534671e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58606 members 
Mstep: Class 2 contains 92751 members 
Entering Unmasked Estep 
Score: -15350001.000000 Penalty: 3876.404053
	Iteration 5Q: 3 clusters Score -1.535e+07 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 100870 members 
Entering Unmasked Estep 
Score: -15355157.000000 Penalty: 3876.404053
	Iteration 6F: 3 clusters Score -1.535516e+07 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 111161 members 
Entering Unmasked Estep 
Score: -15363217.000000 Penalty: 3876.404053
	Iteration 7F: 3 clusters Score -1.536322e+07 nChanged 11698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 122577 members 
Entering Unmasked Estep 
Score: -15373139.000000 Penalty: 3876.404053
	Iteration 8F: 3 clusters Score -1.537314e+07 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 133221 members 
Entering Unmasked Estep 
Score: -15382941.000000 Penalty: 3876.404053
	Iteration 9F: 3 clusters Score -1.538294e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 141307 members 
Entering Unmasked Estep 
Score: -15390548.000000 Penalty: 3876.404053
	Iteration 10F: 3 clusters Score -1.539055e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 146359 members 
Entering Unmasked Estep 
Score: -15395234.000000 Penalty: 3876.404053
	Iteration 11Q: 3 clusters Score -1.539523e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 149147 members 
Entering Unmasked Estep 
Score: -15397722.000000 Penalty: 3876.404053
	Iteration 12Q: 3 clusters Score -1.539772e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 150395 members 
Entering Unmasked Estep 
Score: -15398759.000000 Penalty: 3876.404053
	Iteration 13Q: 3 clusters Score -1.539876e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 150849 members 
Entering Unmasked Estep 
Score: -15399167.000000 Penalty: 3876.404053
	Iteration 14Q: 3 clusters Score -1.539917e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 151013 members 
Entering Unmasked Estep 
Score: -15399356.000000 Penalty: 3876.404053
	Iteration 15Q: 3 clusters Score -1.539936e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 151062 members 
Entering Unmasked Estep 
Score: -15399430.000000 Penalty: 3876.404053
	Iteration 16Q: 3 clusters Score -1.539943e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 151091 members 
Entering Unmasked Estep 
Score: -15399461.000000 Penalty: 3876.404053
	Iteration 17Q: 3 clusters Score -1.539946e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 151107 members 
Entering Unmasked Estep 
Score: -15399474.000000 Penalty: 3876.404053
	Iteration 18Q: 3 clusters Score -1.539947e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 151119 members 
Entering Unmasked Estep 
Score: -15399486.000000 Penalty: 3876.404053
	Iteration 19Q: 3 clusters Score -1.539949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 151128 members 
Entering Unmasked Estep 
Score: -15399513.000000 Penalty: 3876.404053
	Iteration 20F: 3 clusters Score -1.539951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 151131 members 
Entering Unmasked Estep 
Score: -15399522.000000 Penalty: 3876.404053
	Iteration 21Q: 3 clusters Score -1.539952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 151132 members 
Entering Unmasked Estep 
Score: -15399532.000000 Penalty: 3876.404053
	Iteration 22Q: 3 clusters Score -1.539953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 151136 members 
Entering Unmasked Estep 
Score: -15399547.000000 Penalty: 3876.404053
	Iteration 23Q: 3 clusters Score -1.539955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 151142 members 
Entering Unmasked Estep 
Score: -15399538.000000 Penalty: 3876.404053
	Iteration 24Q: 3 clusters Score -1.539954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 151142 members 
Entering Unmasked Estep 
Score: -15399542.000000 Penalty: 3876.404053
	Iteration 25Q: 3 clusters Score -1.539954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 151143 members 
Entering Unmasked Estep 
Score: -15399558.000000 Penalty: 3876.404053
	Iteration 26Q: 3 clusters Score -1.539956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 151148 members 
Entering Unmasked Estep 
Score: -15399563.000000 Penalty: 3876.404053
	Iteration 27Q: 3 clusters Score -1.539956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 151149 members 
Entering Unmasked Estep 
Score: -15399561.000000 Penalty: 3876.404053
	Iteration 28Q: 3 clusters Score -1.539956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 151149 members 
Entering Unmasked Estep 
Score: -15399562.000000 Penalty: 3876.404053
	Iteration 29Q: 3 clusters Score -1.539956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 151149 members 
Entering Unmasked Estep 
Score: -15399562.000000 Penalty: 3876.404053
	Iteration 30F: 3 clusters Score -1.539956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Entering Unmasked Estep 
Score: -521362.125000 Penalty: 1401.031738
	Iteration 0F: 2 clusters Score -521362.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -517111.781250 Penalty: 2802.063477
	Iteration 0F: 3 clusters Score -517111.8 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -518721.250000 Penalty: 2802.063477
	Iteration 1F: 3 clusters Score -518721.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -519347.843750 Penalty: 2802.063477
	Iteration 2F: 3 clusters Score -519347.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -519991.375000 Penalty: 2802.063477
	Iteration 3F: 3 clusters Score -519991.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -520606.781250 Penalty: 2802.063477
	Iteration 4F: 3 clusters Score -520606.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -521025.125000 Penalty: 2802.063477
	Iteration 5F: 3 clusters Score -521025.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -521194.593750 Penalty: 2802.063477
	Iteration 6Q: 3 clusters Score -521194.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -521255.968750 Penalty: 2802.063477
	Iteration 7Q: 3 clusters Score -521256 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -521280.312500 Penalty: 2802.063477
	Iteration 8Q: 3 clusters Score -521280.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -521302.843750 Penalty: 2802.063477
	Iteration 9Q: 3 clusters Score -521302.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -521321.875000 Penalty: 2802.063477
	Iteration 10Q: 3 clusters Score -521321.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -521331.968750 Penalty: 2802.063477
	Iteration 11Q: 3 clusters Score -521332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -521338.343750 Penalty: 2802.063477
	Iteration 12Q: 3 clusters Score -521338.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -521343.812500 Penalty: 2802.063477
	Iteration 13Q: 3 clusters Score -521343.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -521348.375000 Penalty: 2802.063477
	Iteration 14Q: 3 clusters Score -521348.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -521351.843750 Penalty: 2802.063477
	Iteration 15Q: 3 clusters Score -521351.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -521352.531250 Penalty: 2802.063477
	Iteration 16Q: 3 clusters Score -521352.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -521354.406250 Penalty: 2802.063477
	Iteration 17Q: 3 clusters Score -521354.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -521355.218750 Penalty: 2802.063477
	Iteration 18Q: 3 clusters Score -521355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -521355.625000 Penalty: 2802.063477
	Iteration 19Q: 3 clusters Score -521355.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -521355.625000 Penalty: 2802.063477
	Iteration 20F: 3 clusters Score -521355.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Entering Unmasked Estep 
Score: -406400.156250 Penalty: 1345.244507
	Iteration 0F: 2 clusters Score -406400.2 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 1981 members 
Entering Unmasked Estep 
Score: -403104.000000 Penalty: 2690.489014
	Iteration 0F: 3 clusters Score -403104 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -404051.781250 Penalty: 2690.489014
	Iteration 1F: 3 clusters Score -404051.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -404362.437500 Penalty: 2690.489014
	Iteration 2F: 3 clusters Score -404362.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -404646.656250 Penalty: 2690.489014
	Iteration 3F: 3 clusters Score -404646.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -404872.937500 Penalty: 2690.489014
	Iteration 4F: 3 clusters Score -404872.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -405059.687500 Penalty: 2690.489014
	Iteration 5F: 3 clusters Score -405059.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -405193.031250 Penalty: 2690.489014
	Iteration 6Q: 3 clusters Score -405193 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -405284.093750 Penalty: 2690.489014
	Iteration 7Q: 3 clusters Score -405284.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -405339.656250 Penalty: 2690.489014
	Iteration 8Q: 3 clusters Score -405339.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -405374.562500 Penalty: 2690.489014
	Iteration 9Q: 3 clusters Score -405374.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -405406.000000 Penalty: 2690.489014
	Iteration 10Q: 3 clusters Score -405406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -405438.406250 Penalty: 2690.489014
	Iteration 11Q: 3 clusters Score -405438.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -405458.250000 Penalty: 2690.489014
	Iteration 12Q: 3 clusters Score -405458.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -405472.000000 Penalty: 2690.489014
	Iteration 13Q: 3 clusters Score -405472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -405480.062500 Penalty: 2690.489014
	Iteration 14Q: 3 clusters Score -405480.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -405489.812500 Penalty: 2690.489014
	Iteration 15Q: 3 clusters Score -405489.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -405496.656250 Penalty: 2690.489014
	Iteration 16Q: 3 clusters Score -405496.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -405501.468750 Penalty: 2690.489014
	Iteration 17Q: 3 clusters Score -405501.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -405510.718750 Penalty: 2690.489014
	Iteration 18Q: 3 clusters Score -405510.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -405515.281250 Penalty: 2690.489014
	Iteration 19Q: 3 clusters Score -405515.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -405519.875000 Penalty: 2690.489014
	Iteration 20F: 3 clusters Score -405519.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -405522.718750 Penalty: 2690.489014
	Iteration 21Q: 3 clusters Score -405522.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -405525.343750 Penalty: 2690.489014
	Iteration 22Q: 3 clusters Score -405525.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -405529.562500 Penalty: 2690.489014
	Iteration 23Q: 3 clusters Score -405529.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -405534.125000 Penalty: 2690.489014
	Iteration 24Q: 3 clusters Score -405534.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -405535.281250 Penalty: 2690.489014
	Iteration 25Q: 3 clusters Score -405535.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -405539.250000 Penalty: 2690.489014
	Iteration 26Q: 3 clusters Score -405539.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -405541.937500 Penalty: 2690.489014
	Iteration 27Q: 3 clusters Score -405541.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -405544.875000 Penalty: 2690.489014
	Iteration 28Q: 3 clusters Score -405544.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -405550.468750 Penalty: 2690.489014
	Iteration 29Q: 3 clusters Score -405550.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -405551.843750 Penalty: 2690.489014
	Iteration 30Q: 3 clusters Score -405551.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -405552.843750 Penalty: 2690.489014
	Iteration 31Q: 3 clusters Score -405552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -405552.156250 Penalty: 2690.489014
	Iteration 32Q: 3 clusters Score -405552.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -405552.156250 Penalty: 2690.489014
	Iteration 33F: 3 clusters Score -405552.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (150813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150813 members 
Entering Unmasked Estep 
Score: -15180724.000000 Penalty: 1937.616821
	Iteration 0F: 2 clusters Score -1.518072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75127 members 
Mstep: Class 2 contains 75686 members 
Entering Unmasked Estep 
Score: -15080386.000000 Penalty: 3875.233643
	Iteration 0F: 3 clusters Score -1.508039e+07 nChanged 72901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68806 members 
Mstep: Class 2 contains 82007 members 
Entering Unmasked Estep 
Score: -15123641.000000 Penalty: 3875.233643
	Iteration 1F: 3 clusters Score -1.512364e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65050 members 
Mstep: Class 2 contains 85763 members 
Entering Unmasked Estep 
Score: -15124915.000000 Penalty: 3875.233643
	Iteration 2Q: 3 clusters Score -1.512492e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 91494 members 
Entering Unmasked Estep 
Score: -15127428.000000 Penalty: 3875.233643
	Iteration 3Q: 3 clusters Score -1.512743e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 100085 members 
Entering Unmasked Estep 
Score: -15132464.000000 Penalty: 3875.233643
	Iteration 4F: 3 clusters Score -1.513246e+07 nChanged 12096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 112015 members 
Entering Unmasked Estep 
Score: -15141424.000000 Penalty: 3875.233643
	Iteration 5F: 3 clusters Score -1.514142e+07 nChanged 14071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 126034 members 
Entering Unmasked Estep 
Score: -15154529.000000 Penalty: 3875.233643
	Iteration 6F: 3 clusters Score -1.515453e+07 nChanged 12788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 138790 members 
Entering Unmasked Estep 
Score: -15167837.000000 Penalty: 3875.233643
	Iteration 7F: 3 clusters Score -1.516784e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 146356 members 
Entering Unmasked Estep 
Score: -15175397.000000 Penalty: 3875.233643
	Iteration 8F: 3 clusters Score -1.51754e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 149210 members 
Entering Unmasked Estep 
Score: -15178019.000000 Penalty: 3875.233643
	Iteration 9Q: 3 clusters Score -1.517802e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 150087 members 
Entering Unmasked Estep 
Score: -15178815.000000 Penalty: 3875.233643
	Iteration 10Q: 3 clusters Score -1.517882e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 150323 members 
Entering Unmasked Estep 
Score: -15179000.000000 Penalty: 3875.233643
	Iteration 11Q: 3 clusters Score -1.5179e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 150396 members 
Entering Unmasked Estep 
Score: -15179141.000000 Penalty: 3875.233643
	Iteration 12Q: 3 clusters Score -1.517914e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 150393 members 
Entering Unmasked Estep 
Score: -15179228.000000 Penalty: 3875.233643
	Iteration 13Q: 3 clusters Score -1.517923e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 150379 members 
Entering Unmasked Estep 
Score: -15179291.000000 Penalty: 3875.233643
	Iteration 14Q: 3 clusters Score -1.517929e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 150367 members 
Entering Unmasked Estep 
Score: -15179335.000000 Penalty: 3875.233643
	Iteration 15Q: 3 clusters Score -1.517934e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 150357 members 
Entering Unmasked Estep 
Score: -15179385.000000 Penalty: 3875.233643
	Iteration 16Q: 3 clusters Score -1.517938e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 150335 members 
Entering Unmasked Estep 
Score: -15179429.000000 Penalty: 3875.233643
	Iteration 17Q: 3 clusters Score -1.517943e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 150318 members 
Entering Unmasked Estep 
Score: -15179459.000000 Penalty: 3875.233643
	Iteration 18Q: 3 clusters Score -1.517946e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 150299 members 
Entering Unmasked Estep 
Score: -15179473.000000 Penalty: 3875.233643
	Iteration 19Q: 3 clusters Score -1.517947e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 150280 members 
Entering Unmasked Estep 
Score: -15179494.000000 Penalty: 3875.233643
	Iteration 20F: 3 clusters Score -1.517949e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 150266 members 
Entering Unmasked Estep 
Score: -15179530.000000 Penalty: 3875.233643
	Iteration 21Q: 3 clusters Score -1.517953e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 150249 members 
Entering Unmasked Estep 
Score: -15179540.000000 Penalty: 3875.233643
	Iteration 22Q: 3 clusters Score -1.517954e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 150234 members 
Entering Unmasked Estep 
Score: -15179559.000000 Penalty: 3875.233643
	Iteration 23Q: 3 clusters Score -1.517956e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 150218 members 
Entering Unmasked Estep 
Score: -15179584.000000 Penalty: 3875.233643
	Iteration 24Q: 3 clusters Score -1.517958e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 150201 members 
Entering Unmasked Estep 
Score: -15179601.000000 Penalty: 3875.233643
	Iteration 25Q: 3 clusters Score -1.51796e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 150181 members 
Entering Unmasked Estep 
Score: -15179615.000000 Penalty: 3875.233643
	Iteration 26Q: 3 clusters Score -1.517962e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 150163 members 
Entering Unmasked Estep 
Score: -15179612.000000 Penalty: 3875.233643
	Iteration 27Q: 3 clusters Score -1.517961e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 150143 members 
Entering Unmasked Estep 
Score: -15179608.000000 Penalty: 3875.233643
	Iteration 28Q: 3 clusters Score -1.517961e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 150131 members 
Entering Unmasked Estep 
Score: -15179619.000000 Penalty: 3875.233643
	Iteration 29Q: 3 clusters Score -1.517962e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 150118 members 
Entering Unmasked Estep 
Score: -15179616.000000 Penalty: 3875.233643
	Iteration 30Q: 3 clusters Score -1.517962e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 150103 members 
Entering Unmasked Estep 
Score: -15179640.000000 Penalty: 3875.233643
	Iteration 31Q: 3 clusters Score -1.517964e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 150093 members 
Entering Unmasked Estep 
Score: -15179646.000000 Penalty: 3875.233643
	Iteration 32Q: 3 clusters Score -1.517965e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 150075 members 
Entering Unmasked Estep 
Score: -15179664.000000 Penalty: 3875.233643
	Iteration 33Q: 3 clusters Score -1.517966e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 150062 members 
Entering Unmasked Estep 
Score: -15179680.000000 Penalty: 3875.233643
	Iteration 34Q: 3 clusters Score -1.517968e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 150055 members 
Entering Unmasked Estep 
Score: -15179688.000000 Penalty: 3875.233643
	Iteration 35Q: 3 clusters Score -1.517969e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 150044 members 
Entering Unmasked Estep 
Score: -15179703.000000 Penalty: 3875.233643
	Iteration 36Q: 3 clusters Score -1.51797e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 150037 members 
Entering Unmasked Estep 
Score: -15179708.000000 Penalty: 3875.233643
	Iteration 37Q: 3 clusters Score -1.517971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 150033 members 
Entering Unmasked Estep 
Score: -15179727.000000 Penalty: 3875.233643
	Iteration 38Q: 3 clusters Score -1.517973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 150028 members 
Entering Unmasked Estep 
Score: -15179716.000000 Penalty: 3875.233643
	Iteration 39Q: 3 clusters Score -1.517972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 150026 members 
Entering Unmasked Estep 
Score: -15179707.000000 Penalty: 3875.233643
	Iteration 40F: 3 clusters Score -1.517971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 150024 members 
Entering Unmasked Estep 
Score: -15179713.000000 Penalty: 3875.233643
	Iteration 41Q: 3 clusters Score -1.517971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 150022 members 
Entering Unmasked Estep 
Score: -15179703.000000 Penalty: 3875.233643
	Iteration 42Q: 3 clusters Score -1.51797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 150021 members 
Entering Unmasked Estep 
Score: -15179700.000000 Penalty: 3875.233643
	Iteration 43Q: 3 clusters Score -1.51797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 150020 members 
Entering Unmasked Estep 
Score: -15179698.000000 Penalty: 3875.233643
	Iteration 44Q: 3 clusters Score -1.51797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 150019 members 
Entering Unmasked Estep 
Score: -15179695.000000 Penalty: 3875.233643
	Iteration 45Q: 3 clusters Score -1.51797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 150019 members 
Entering Unmasked Estep 
Score: -15179695.000000 Penalty: 3875.233643
	Iteration 46F: 3 clusters Score -1.51797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (132878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132878 members 
Entering Unmasked Estep 
Score: -13581046.000000 Penalty: 1917.042847
	Iteration 0F: 2 clusters Score -1.358105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 66749 members 
Entering Unmasked Estep 
Score: -13493077.000000 Penalty: 3834.085693
	Iteration 0F: 3 clusters Score -1.349308e+07 nChanged 63598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 70695 members 
Entering Unmasked Estep 
Score: -13530249.000000 Penalty: 3834.085693
	Iteration 1F: 3 clusters Score -1.353025e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60063 members 
Mstep: Class 2 contains 72815 members 
Entering Unmasked Estep 
Score: -13531459.000000 Penalty: 3834.085693
	Iteration 2Q: 3 clusters Score -1.353146e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 75936 members 
Entering Unmasked Estep 
Score: -13533053.000000 Penalty: 3834.085693
	Iteration 3Q: 3 clusters Score -1.353305e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 80748 members 
Entering Unmasked Estep 
Score: -13536075.000000 Penalty: 3834.085693
	Iteration 4Q: 3 clusters Score -1.353608e+07 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 87752 members 
Entering Unmasked Estep 
Score: -13541212.000000 Penalty: 3834.085693
	Iteration 5F: 3 clusters Score -1.354121e+07 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 97071 members 
Entering Unmasked Estep 
Score: -13548915.000000 Penalty: 3834.085693
	Iteration 6F: 3 clusters Score -1.354892e+07 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 107760 members 
Entering Unmasked Estep 
Score: -13558681.000000 Penalty: 3834.085693
	Iteration 7F: 3 clusters Score -1.355868e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 117267 members 
Entering Unmasked Estep 
Score: -13567585.000000 Penalty: 3834.085693
	Iteration 8F: 3 clusters Score -1.356758e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 123318 members 
Entering Unmasked Estep 
Score: -13573647.000000 Penalty: 3834.085693
	Iteration 9Q: 3 clusters Score -1.357365e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 126425 members 
Entering Unmasked Estep 
Score: -13577105.000000 Penalty: 3834.085693
	Iteration 10Q: 3 clusters Score -1.35771e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 127772 members 
Entering Unmasked Estep 
Score: -13578695.000000 Penalty: 3834.085693
	Iteration 11Q: 3 clusters Score -1.35787e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 128383 members 
Entering Unmasked Estep 
Score: -13579395.000000 Penalty: 3834.085693
	Iteration 12Q: 3 clusters Score -1.35794e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 128776 members 
Entering Unmasked Estep 
Score: -13579731.000000 Penalty: 3834.085693
	Iteration 13Q: 3 clusters Score -1.357973e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 129074 members 
Entering Unmasked Estep 
Score: -13579996.000000 Penalty: 3834.085693
	Iteration 14Q: 3 clusters Score -1.358e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 129336 members 
Entering Unmasked Estep 
Score: -13580093.000000 Penalty: 3834.085693
	Iteration 15Q: 3 clusters Score -1.358009e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 129537 members 
Entering Unmasked Estep 
Score: -13580209.000000 Penalty: 3834.085693
	Iteration 16Q: 3 clusters Score -1.358021e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 129686 members 
Entering Unmasked Estep 
Score: -13580242.000000 Penalty: 3834.085693
	Iteration 17Q: 3 clusters Score -1.358024e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 129801 members 
Entering Unmasked Estep 
Score: -13580283.000000 Penalty: 3834.085693
	Iteration 18Q: 3 clusters Score -1.358028e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 129888 members 
Entering Unmasked Estep 
Score: -13580307.000000 Penalty: 3834.085693
	Iteration 19Q: 3 clusters Score -1.358031e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 129965 members 
Entering Unmasked Estep 
Score: -13580297.000000 Penalty: 3834.085693
	Iteration 20F: 3 clusters Score -1.35803e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 130047 members 
Entering Unmasked Estep 
Score: -13580319.000000 Penalty: 3834.085693
	Iteration 21Q: 3 clusters Score -1.358032e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 130117 members 
Entering Unmasked Estep 
Score: -13580334.000000 Penalty: 3834.085693
	Iteration 22Q: 3 clusters Score -1.358033e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 130172 members 
Entering Unmasked Estep 
Score: -13580358.000000 Penalty: 3834.085693
	Iteration 23Q: 3 clusters Score -1.358036e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 130226 members 
Entering Unmasked Estep 
Score: -13580371.000000 Penalty: 3834.085693
	Iteration 24Q: 3 clusters Score -1.358037e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 130270 members 
Entering Unmasked Estep 
Score: -13580365.000000 Penalty: 3834.085693
	Iteration 25Q: 3 clusters Score -1.358036e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 130289 members 
Entering Unmasked Estep 
Score: -13580384.000000 Penalty: 3834.085693
	Iteration 26Q: 3 clusters Score -1.358038e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 130319 members 
Entering Unmasked Estep 
Score: -13580394.000000 Penalty: 3834.085693
	Iteration 27Q: 3 clusters Score -1.358039e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 130342 members 
Entering Unmasked Estep 
Score: -13580394.000000 Penalty: 3834.085693
	Iteration 28Q: 3 clusters Score -1.358039e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 130360 members 
Entering Unmasked Estep 
Score: -13580386.000000 Penalty: 3834.085693
	Iteration 29Q: 3 clusters Score -1.358039e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 130373 members 
Entering Unmasked Estep 
Score: -13580403.000000 Penalty: 3834.085693
	Iteration 30Q: 3 clusters Score -1.35804e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 130393 members 
Entering Unmasked Estep 
Score: -13580397.000000 Penalty: 3834.085693
	Iteration 31Q: 3 clusters Score -1.35804e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 130416 members 
Entering Unmasked Estep 
Score: -13580414.000000 Penalty: 3834.085693
	Iteration 32Q: 3 clusters Score -1.358041e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 130427 members 
Entering Unmasked Estep 
Score: -13580406.000000 Penalty: 3834.085693
	Iteration 33Q: 3 clusters Score -1.358041e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 130440 members 
Entering Unmasked Estep 
Score: -13580413.000000 Penalty: 3834.085693
	Iteration 34Q: 3 clusters Score -1.358041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 130448 members 
Entering Unmasked Estep 
Score: -13580411.000000 Penalty: 3834.085693
	Iteration 35Q: 3 clusters Score -1.358041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 130457 members 
Entering Unmasked Estep 
Score: -13580404.000000 Penalty: 3834.085693
	Iteration 36Q: 3 clusters Score -1.35804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 130462 members 
Entering Unmasked Estep 
Score: -13580411.000000 Penalty: 3834.085693
	Iteration 37Q: 3 clusters Score -1.358041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 130471 members 
Entering Unmasked Estep 
Score: -13580419.000000 Penalty: 3834.085693
	Iteration 38Q: 3 clusters Score -1.358042e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 130485 members 
Entering Unmasked Estep 
Score: -13580418.000000 Penalty: 3834.085693
	Iteration 39Q: 3 clusters Score -1.358042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 130494 members 
Entering Unmasked Estep 
Score: -13580415.000000 Penalty: 3834.085693
	Iteration 40F: 3 clusters Score -1.358042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 130499 members 
Entering Unmasked Estep 
Score: -13580406.000000 Penalty: 3834.085693
	Iteration 41Q: 3 clusters Score -1.358041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 130505 members 
Entering Unmasked Estep 
Score: -13580415.000000 Penalty: 3834.085693
	Iteration 42Q: 3 clusters Score -1.358042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 130513 members 
Entering Unmasked Estep 
Score: -13580414.000000 Penalty: 3834.085693
	Iteration 43Q: 3 clusters Score -1.358041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 130527 members 
Entering Unmasked Estep 
Score: -13580409.000000 Penalty: 3834.085693
	Iteration 44Q: 3 clusters Score -1.358041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 130540 members 
Entering Unmasked Estep 
Score: -13580414.000000 Penalty: 3834.085693
	Iteration 45Q: 3 clusters Score -1.358041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 130545 members 
Entering Unmasked Estep 
Score: -13580395.000000 Penalty: 3834.085693
	Iteration 46Q: 3 clusters Score -1.35804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 130547 members 
Entering Unmasked Estep 
Score: -13580392.000000 Penalty: 3834.085693
	Iteration 47Q: 3 clusters Score -1.358039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 130549 members 
Entering Unmasked Estep 
Score: -13580393.000000 Penalty: 3834.085693
	Iteration 48Q: 3 clusters Score -1.358039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 130550 members 
Entering Unmasked Estep 
Score: -13580394.000000 Penalty: 3834.085693
	Iteration 49Q: 3 clusters Score -1.358039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 130550 members 
Entering Unmasked Estep 
Score: -13580394.000000 Penalty: 3834.085693
	Iteration 50F: 3 clusters Score -1.358039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (174103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174103 members 
Entering Unmasked Estep 
Score: -17579530.000000 Penalty: 1960.952759
	Iteration 0F: 2 clusters Score -1.757953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86931 members 
Mstep: Class 2 contains 87172 members 
Entering Unmasked Estep 
Score: -17463902.000000 Penalty: 3921.905518
	Iteration 0F: 3 clusters Score -1.74639e+07 nChanged 84579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84504 members 
Mstep: Class 2 contains 89599 members 
Entering Unmasked Estep 
Score: -17514952.000000 Penalty: 3921.905518
	Iteration 1F: 3 clusters Score -1.751495e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83281 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
Score: -17516850.000000 Penalty: 3921.905518
	Iteration 2Q: 3 clusters Score -1.751685e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81550 members 
Mstep: Class 2 contains 92553 members 
Entering Unmasked Estep 
Score: -17519190.000000 Penalty: 3921.905518
	Iteration 3Q: 3 clusters Score -1.751919e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79403 members 
Mstep: Class 2 contains 94700 members 
Entering Unmasked Estep 
Score: -17522564.000000 Penalty: 3921.905518
	Iteration 4Q: 3 clusters Score -1.752256e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76562 members 
Mstep: Class 2 contains 97541 members 
Entering Unmasked Estep 
Score: -17527514.000000 Penalty: 3921.905518
	Iteration 5Q: 3 clusters Score -1.752751e+07 nChanged 9989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 100846 members 
Entering Unmasked Estep 
Score: -17534208.000000 Penalty: 3921.905518
	Iteration 6F: 3 clusters Score -1.753421e+07 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69785 members 
Mstep: Class 2 contains 104318 members 
Entering Unmasked Estep 
Score: -17542642.000000 Penalty: 3921.905518
	Iteration 7F: 3 clusters Score -1.754264e+07 nChanged 10600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 107434 members 
Entering Unmasked Estep 
Score: -17549342.000000 Penalty: 3921.905518
	Iteration 8F: 3 clusters Score -1.754934e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63789 members 
Mstep: Class 2 contains 110314 members 
Entering Unmasked Estep 
Score: -17552586.000000 Penalty: 3921.905518
	Iteration 9Q: 3 clusters Score -1.755259e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61009 members 
Mstep: Class 2 contains 113094 members 
Entering Unmasked Estep 
Score: -17553976.000000 Penalty: 3921.905518
	Iteration 10Q: 3 clusters Score -1.755398e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 115980 members 
Entering Unmasked Estep 
Score: -17554684.000000 Penalty: 3921.905518
	Iteration 11Q: 3 clusters Score -1.755468e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 119050 members 
Entering Unmasked Estep 
Score: -17555288.000000 Penalty: 3921.905518
	Iteration 12Q: 3 clusters Score -1.755529e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 122382 members 
Entering Unmasked Estep 
Score: -17556090.000000 Penalty: 3921.905518
	Iteration 13Q: 3 clusters Score -1.755609e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 125937 members 
Entering Unmasked Estep 
Score: -17557072.000000 Penalty: 3921.905518
	Iteration 14Q: 3 clusters Score -1.755707e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 129528 members 
Entering Unmasked Estep 
Score: -17557928.000000 Penalty: 3921.905518
	Iteration 15Q: 3 clusters Score -1.755793e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 133261 members 
Entering Unmasked Estep 
Score: -17559088.000000 Penalty: 3921.905518
	Iteration 16Q: 3 clusters Score -1.755909e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 136968 members 
Entering Unmasked Estep 
Score: -17560312.000000 Penalty: 3921.905518
	Iteration 17Q: 3 clusters Score -1.756031e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 140771 members 
Entering Unmasked Estep 
Score: -17561578.000000 Penalty: 3921.905518
	Iteration 18Q: 3 clusters Score -1.756158e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 144564 members 
Entering Unmasked Estep 
Score: -17563066.000000 Penalty: 3921.905518
	Iteration 19Q: 3 clusters Score -1.756307e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 148287 members 
Entering Unmasked Estep 
Score: -17564658.000000 Penalty: 3921.905518
	Iteration 20F: 3 clusters Score -1.756466e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 151922 members 
Entering Unmasked Estep 
Score: -17566304.000000 Penalty: 3921.905518
	Iteration 21Q: 3 clusters Score -1.75663e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 155392 members 
Entering Unmasked Estep 
Score: -17568014.000000 Penalty: 3921.905518
	Iteration 22Q: 3 clusters Score -1.756801e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 158670 members 
Entering Unmasked Estep 
Score: -17569632.000000 Penalty: 3921.905518
	Iteration 23Q: 3 clusters Score -1.756963e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 161654 members 
Entering Unmasked Estep 
Score: -17571300.000000 Penalty: 3921.905518
	Iteration 24Q: 3 clusters Score -1.75713e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 164340 members 
Entering Unmasked Estep 
Score: -17572784.000000 Penalty: 3921.905518
	Iteration 25Q: 3 clusters Score -1.757278e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 166685 members 
Entering Unmasked Estep 
Score: -17574076.000000 Penalty: 3921.905518
	Iteration 26Q: 3 clusters Score -1.757408e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 168501 members 
Entering Unmasked Estep 
Score: -17575124.000000 Penalty: 3921.905518
	Iteration 27Q: 3 clusters Score -1.757512e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 169898 members 
Entering Unmasked Estep 
Score: -17575928.000000 Penalty: 3921.905518
	Iteration 28Q: 3 clusters Score -1.757593e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 170968 members 
Entering Unmasked Estep 
Score: -17576562.000000 Penalty: 3921.905518
	Iteration 29Q: 3 clusters Score -1.757656e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 171723 members 
Entering Unmasked Estep 
Score: -17576894.000000 Penalty: 3921.905518
	Iteration 30Q: 3 clusters Score -1.757689e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 172283 members 
Entering Unmasked Estep 
Score: -17577206.000000 Penalty: 3921.905518
	Iteration 31Q: 3 clusters Score -1.757721e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 172680 members 
Entering Unmasked Estep 
Score: -17577464.000000 Penalty: 3921.905518
	Iteration 32Q: 3 clusters Score -1.757746e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 172937 members 
Entering Unmasked Estep 
Score: -17577608.000000 Penalty: 3921.905518
	Iteration 33Q: 3 clusters Score -1.757761e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 173105 members 
Entering Unmasked Estep 
Score: -17577704.000000 Penalty: 3921.905518
	Iteration 34Q: 3 clusters Score -1.75777e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 173223 members 
Entering Unmasked Estep 
Score: -17577778.000000 Penalty: 3921.905518
	Iteration 35Q: 3 clusters Score -1.757778e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 173309 members 
Entering Unmasked Estep 
Score: -17577870.000000 Penalty: 3921.905518
	Iteration 36Q: 3 clusters Score -1.757787e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 173366 members 
Entering Unmasked Estep 
Score: -17577886.000000 Penalty: 3921.905518
	Iteration 37Q: 3 clusters Score -1.757789e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 173407 members 
Entering Unmasked Estep 
Score: -17577928.000000 Penalty: 3921.905518
	Iteration 38Q: 3 clusters Score -1.757793e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 173439 members 
Entering Unmasked Estep 
Score: -17577948.000000 Penalty: 3921.905518
	Iteration 39Q: 3 clusters Score -1.757795e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 173466 members 
Entering Unmasked Estep 
Score: -17577966.000000 Penalty: 3921.905518
	Iteration 40F: 3 clusters Score -1.757797e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 173477 members 
Entering Unmasked Estep 
Score: -17577962.000000 Penalty: 3921.905518
	Iteration 41Q: 3 clusters Score -1.757796e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 173495 members 
Entering Unmasked Estep 
Score: -17577972.000000 Penalty: 3921.905518
	Iteration 42Q: 3 clusters Score -1.757797e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 173506 members 
Entering Unmasked Estep 
Score: -17577984.000000 Penalty: 3921.905518
	Iteration 43Q: 3 clusters Score -1.757798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 173518 members 
Entering Unmasked Estep 
Score: -17577998.000000 Penalty: 3921.905518
	Iteration 44Q: 3 clusters Score -1.7578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 173526 members 
Entering Unmasked Estep 
Score: -17577986.000000 Penalty: 3921.905518
	Iteration 45Q: 3 clusters Score -1.757799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 173530 members 
Entering Unmasked Estep 
Score: -17578008.000000 Penalty: 3921.905518
	Iteration 46Q: 3 clusters Score -1.757801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 173538 members 
Entering Unmasked Estep 
Score: -17577990.000000 Penalty: 3921.905518
	Iteration 47Q: 3 clusters Score -1.757799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 173546 members 
Entering Unmasked Estep 
Score: -17577994.000000 Penalty: 3921.905518
	Iteration 48Q: 3 clusters Score -1.757799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 173551 members 
Entering Unmasked Estep 
Score: -17577998.000000 Penalty: 3921.905518
	Iteration 49Q: 3 clusters Score -1.7578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 173556 members 
Entering Unmasked Estep 
Score: -17578002.000000 Penalty: 3921.905518
	Iteration 50Q: 3 clusters Score -1.7578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 173560 members 
Entering Unmasked Estep 
Score: -17577992.000000 Penalty: 3921.905518
	Iteration 51Q: 3 clusters Score -1.757799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 173566 members 
Entering Unmasked Estep 
Score: -17578004.000000 Penalty: 3921.905518
	Iteration 52Q: 3 clusters Score -1.7578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 173573 members 
Entering Unmasked Estep 
Score: -17578012.000000 Penalty: 3921.905518
	Iteration 53Q: 3 clusters Score -1.757801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 173577 members 
Entering Unmasked Estep 
Score: -17578010.000000 Penalty: 3921.905518
	Iteration 54Q: 3 clusters Score -1.757801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 173582 members 
Entering Unmasked Estep 
Score: -17578008.000000 Penalty: 3921.905518
	Iteration 55Q: 3 clusters Score -1.757801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 173585 members 
Entering Unmasked Estep 
Score: -17578008.000000 Penalty: 3921.905518
	Iteration 56Q: 3 clusters Score -1.757801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 173585 members 
Entering Unmasked Estep 
Score: -17578008.000000 Penalty: 3921.905518
	Iteration 57F: 3 clusters Score -1.757801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (82397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82397 members 
Entering Unmasked Estep 
Score: -8334898.000000 Penalty: 1839.386963
	Iteration 0F: 2 clusters Score -8334898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -8280005.500000 Penalty: 3678.773926
	Iteration 0F: 3 clusters Score -8280006 nChanged 39012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -8301894.000000 Penalty: 3678.773926
	Iteration 1F: 3 clusters Score -8301894 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -8302427.500000 Penalty: 3678.773926
	Iteration 2Q: 3 clusters Score -8302428 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -8303149.000000 Penalty: 3678.773926
	Iteration 3Q: 3 clusters Score -8303149 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -8304289.000000 Penalty: 3678.773926
	Iteration 4Q: 3 clusters Score -8304289 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 47455 members 
Entering Unmasked Estep 
Score: -8306415.000000 Penalty: 3678.773926
	Iteration 5Q: 3 clusters Score -8306415 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -8310290.000000 Penalty: 3678.773926
	Iteration 6F: 3 clusters Score -8310290 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 55317 members 
Entering Unmasked Estep 
Score: -8316024.000000 Penalty: 3678.773926
	Iteration 7F: 3 clusters Score -8316024 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 59567 members 
Entering Unmasked Estep 
Score: -8322781.000000 Penalty: 3678.773926
	Iteration 8F: 3 clusters Score -8322781 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -8328126.500000 Penalty: 3678.773926
	Iteration 9F: 3 clusters Score -8328126 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 63958 members 
Entering Unmasked Estep 
Score: -8330459.000000 Penalty: 3678.773926
	Iteration 10Q: 3 clusters Score -8330459 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 65003 members 
Entering Unmasked Estep 
Score: -8331557.000000 Penalty: 3678.773926
	Iteration 11Q: 3 clusters Score -8331557 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 65844 members 
Entering Unmasked Estep 
Score: -8332199.500000 Penalty: 3678.773926
	Iteration 12Q: 3 clusters Score -8332200 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -8332621.500000 Penalty: 3678.773926
	Iteration 13Q: 3 clusters Score -8332622 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 67062 members 
Entering Unmasked Estep 
Score: -8332882.000000 Penalty: 3678.773926
	Iteration 14Q: 3 clusters Score -8332882 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 67546 members 
Entering Unmasked Estep 
Score: -8333093.500000 Penalty: 3678.773926
	Iteration 15Q: 3 clusters Score -8333094 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -8333221.500000 Penalty: 3678.773926
	Iteration 16Q: 3 clusters Score -8333222 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 68357 members 
Entering Unmasked Estep 
Score: -8333325.500000 Penalty: 3678.773926
	Iteration 17Q: 3 clusters Score -8333326 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
Score: -8333438.000000 Penalty: 3678.773926
	Iteration 18Q: 3 clusters Score -8333438 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -8333533.500000 Penalty: 3678.773926
	Iteration 19Q: 3 clusters Score -8333534 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -8333559.000000 Penalty: 3678.773926
	Iteration 20F: 3 clusters Score -8333559 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 69646 members 
Entering Unmasked Estep 
Score: -8333582.500000 Penalty: 3678.773926
	Iteration 21Q: 3 clusters Score -8333582 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 69934 members 
Entering Unmasked Estep 
Score: -8333617.500000 Penalty: 3678.773926
	Iteration 22Q: 3 clusters Score -8333618 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 70214 members 
Entering Unmasked Estep 
Score: -8333646.500000 Penalty: 3678.773926
	Iteration 23Q: 3 clusters Score -8333646 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 70497 members 
Entering Unmasked Estep 
Score: -8333697.500000 Penalty: 3678.773926
	Iteration 24Q: 3 clusters Score -8333698 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
Score: -8333740.000000 Penalty: 3678.773926
	Iteration 25Q: 3 clusters Score -8333740 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 71015 members 
Entering Unmasked Estep 
Score: -8333775.000000 Penalty: 3678.773926
	Iteration 26Q: 3 clusters Score -8333775 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 71257 members 
Entering Unmasked Estep 
Score: -8333822.500000 Penalty: 3678.773926
	Iteration 27Q: 3 clusters Score -8333822 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -8333845.500000 Penalty: 3678.773926
	Iteration 28Q: 3 clusters Score -8333846 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 71687 members 
Entering Unmasked Estep 
Score: -8333851.500000 Penalty: 3678.773926
	Iteration 29Q: 3 clusters Score -8333852 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 71905 members 
Entering Unmasked Estep 
Score: -8333855.000000 Penalty: 3678.773926
	Iteration 30Q: 3 clusters Score -8333855 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 72113 members 
Entering Unmasked Estep 
Score: -8333896.500000 Penalty: 3678.773926
	Iteration 31Q: 3 clusters Score -8333896 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 72318 members 
Entering Unmasked Estep 
Score: -8333903.500000 Penalty: 3678.773926
	Iteration 32Q: 3 clusters Score -8333904 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -8333924.500000 Penalty: 3678.773926
	Iteration 33Q: 3 clusters Score -8333924 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 72664 members 
Entering Unmasked Estep 
Score: -8333955.000000 Penalty: 3678.773926
	Iteration 34Q: 3 clusters Score -8333955 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 72839 members 
Entering Unmasked Estep 
Score: -8333991.500000 Penalty: 3678.773926
	Iteration 35Q: 3 clusters Score -8333992 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 73009 members 
Entering Unmasked Estep 
Score: -8334037.500000 Penalty: 3678.773926
	Iteration 36Q: 3 clusters Score -8334038 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 73185 members 
Entering Unmasked Estep 
Score: -8334047.000000 Penalty: 3678.773926
	Iteration 37Q: 3 clusters Score -8334047 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -8334033.500000 Penalty: 3678.773926
	Iteration 38Q: 3 clusters Score -8334034 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 73493 members 
Entering Unmasked Estep 
Score: -8334072.000000 Penalty: 3678.773926
	Iteration 39Q: 3 clusters Score -8334072 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 73613 members 
Entering Unmasked Estep 
Score: -8334072.500000 Penalty: 3678.773926
	Iteration 40F: 3 clusters Score -8334072 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 73736 members 
Entering Unmasked Estep 
Score: -8334085.500000 Penalty: 3678.773926
	Iteration 41Q: 3 clusters Score -8334086 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 73848 members 
Entering Unmasked Estep 
Score: -8334104.000000 Penalty: 3678.773926
	Iteration 42Q: 3 clusters Score -8334104 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 73958 members 
Entering Unmasked Estep 
Score: -8334097.500000 Penalty: 3678.773926
	Iteration 43Q: 3 clusters Score -8334098 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 74057 members 
Entering Unmasked Estep 
Score: -8334097.500000 Penalty: 3678.773926
	Iteration 44Q: 3 clusters Score -8334098 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 74144 members 
Entering Unmasked Estep 
Score: -8334113.000000 Penalty: 3678.773926
	Iteration 45Q: 3 clusters Score -8334113 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 74237 members 
Entering Unmasked Estep 
Score: -8334115.000000 Penalty: 3678.773926
	Iteration 46Q: 3 clusters Score -8334115 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 74326 members 
Entering Unmasked Estep 
Score: -8334111.500000 Penalty: 3678.773926
	Iteration 47Q: 3 clusters Score -8334112 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 74431 members 
Entering Unmasked Estep 
Score: -8334107.500000 Penalty: 3678.773926
	Iteration 48Q: 3 clusters Score -8334108 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -8334117.500000 Penalty: 3678.773926
	Iteration 49Q: 3 clusters Score -8334118 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 74614 members 
Entering Unmasked Estep 
Score: -8334112.000000 Penalty: 3678.773926
	Iteration 50Q: 3 clusters Score -8334112 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 74692 members 
Entering Unmasked Estep 
Score: -8334111.000000 Penalty: 3678.773926
	Iteration 51Q: 3 clusters Score -8334111 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 74758 members 
Entering Unmasked Estep 
Score: -8334128.000000 Penalty: 3678.773926
	Iteration 52Q: 3 clusters Score -8334128 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 74820 members 
Entering Unmasked Estep 
Score: -8334137.000000 Penalty: 3678.773926
	Iteration 53Q: 3 clusters Score -8334137 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 74871 members 
Entering Unmasked Estep 
Score: -8334137.500000 Penalty: 3678.773926
	Iteration 54Q: 3 clusters Score -8334138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 74919 members 
Entering Unmasked Estep 
Score: -8334149.000000 Penalty: 3678.773926
	Iteration 55Q: 3 clusters Score -8334149 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 74952 members 
Entering Unmasked Estep 
Score: -8334144.500000 Penalty: 3678.773926
	Iteration 56Q: 3 clusters Score -8334144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 74990 members 
Entering Unmasked Estep 
Score: -8334153.000000 Penalty: 3678.773926
	Iteration 57Q: 3 clusters Score -8334153 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 75026 members 
Entering Unmasked Estep 
Score: -8334156.500000 Penalty: 3678.773926
	Iteration 58Q: 3 clusters Score -8334156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 75057 members 
Entering Unmasked Estep 
Score: -8334161.500000 Penalty: 3678.773926
	Iteration 59Q: 3 clusters Score -8334162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 75095 members 
Entering Unmasked Estep 
Score: -8334158.000000 Penalty: 3678.773926
	Iteration 60F: 3 clusters Score -8334158 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 75141 members 
Entering Unmasked Estep 
Score: -8334162.500000 Penalty: 3678.773926
	Iteration 61Q: 3 clusters Score -8334162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 75183 members 
Entering Unmasked Estep 
Score: -8334174.500000 Penalty: 3678.773926
	Iteration 62Q: 3 clusters Score -8334174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 75226 members 
Entering Unmasked Estep 
Score: -8334182.000000 Penalty: 3678.773926
	Iteration 63Q: 3 clusters Score -8334182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 75272 members 
Entering Unmasked Estep 
Score: -8334174.000000 Penalty: 3678.773926
	Iteration 64Q: 3 clusters Score -8334174 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 75325 members 
Entering Unmasked Estep 
Score: -8334187.500000 Penalty: 3678.773926
	Iteration 65Q: 3 clusters Score -8334188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 75385 members 
Entering Unmasked Estep 
Score: -8334175.000000 Penalty: 3678.773926
	Iteration 66Q: 3 clusters Score -8334175 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 75434 members 
Entering Unmasked Estep 
Score: -8334178.000000 Penalty: 3678.773926
	Iteration 67Q: 3 clusters Score -8334178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 75481 members 
Entering Unmasked Estep 
Score: -8334190.500000 Penalty: 3678.773926
	Iteration 68Q: 3 clusters Score -8334190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -8334202.500000 Penalty: 3678.773926
	Iteration 69Q: 3 clusters Score -8334202 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 75563 members 
Entering Unmasked Estep 
Score: -8334208.000000 Penalty: 3678.773926
	Iteration 70Q: 3 clusters Score -8334208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 75605 members 
Entering Unmasked Estep 
Score: -8334203.500000 Penalty: 3678.773926
	Iteration 71Q: 3 clusters Score -8334204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 75643 members 
Entering Unmasked Estep 
Score: -8334201.000000 Penalty: 3678.773926
	Iteration 72Q: 3 clusters Score -8334201 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 75680 members 
Entering Unmasked Estep 
Score: -8334203.000000 Penalty: 3678.773926
	Iteration 73Q: 3 clusters Score -8334203 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 75727 members 
Entering Unmasked Estep 
Score: -8334209.000000 Penalty: 3678.773926
	Iteration 74Q: 3 clusters Score -8334209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 75768 members 
Entering Unmasked Estep 
Score: -8334202.500000 Penalty: 3678.773926
	Iteration 75Q: 3 clusters Score -8334202 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 75809 members 
Entering Unmasked Estep 
Score: -8334225.500000 Penalty: 3678.773926
	Iteration 76Q: 3 clusters Score -8334226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -8334232.000000 Penalty: 3678.773926
	Iteration 77Q: 3 clusters Score -8334232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 75883 members 
Entering Unmasked Estep 
Score: -8334229.000000 Penalty: 3678.773926
	Iteration 78Q: 3 clusters Score -8334229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 75912 members 
Entering Unmasked Estep 
Score: -8334229.000000 Penalty: 3678.773926
	Iteration 79Q: 3 clusters Score -8334229 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 75953 members 
Entering Unmasked Estep 
Score: -8334222.000000 Penalty: 3678.773926
	Iteration 80F: 3 clusters Score -8334222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 75993 members 
Entering Unmasked Estep 
Score: -8334220.000000 Penalty: 3678.773926
	Iteration 81Q: 3 clusters Score -8334220 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 76043 members 
Entering Unmasked Estep 
Score: -8334229.000000 Penalty: 3678.773926
	Iteration 82Q: 3 clusters Score -8334229 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 76090 members 
Entering Unmasked Estep 
Score: -8334239.500000 Penalty: 3678.773926
	Iteration 83Q: 3 clusters Score -8334240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 76137 members 
Entering Unmasked Estep 
Score: -8334242.500000 Penalty: 3678.773926
	Iteration 84Q: 3 clusters Score -8334242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 76176 members 
Entering Unmasked Estep 
Score: -8334262.500000 Penalty: 3678.773926
	Iteration 85Q: 3 clusters Score -8334262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 76220 members 
Entering Unmasked Estep 
Score: -8334274.500000 Penalty: 3678.773926
	Iteration 86Q: 3 clusters Score -8334274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 76260 members 
Entering Unmasked Estep 
Score: -8334283.500000 Penalty: 3678.773926
	Iteration 87Q: 3 clusters Score -8334284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 76307 members 
Entering Unmasked Estep 
Score: -8334290.500000 Penalty: 3678.773926
	Iteration 88Q: 3 clusters Score -8334290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 76340 members 
Entering Unmasked Estep 
Score: -8334291.000000 Penalty: 3678.773926
	Iteration 89Q: 3 clusters Score -8334291 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 76382 members 
Entering Unmasked Estep 
Score: -8334297.000000 Penalty: 3678.773926
	Iteration 90Q: 3 clusters Score -8334297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -8334292.500000 Penalty: 3678.773926
	Iteration 91Q: 3 clusters Score -8334292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 76463 members 
Entering Unmasked Estep 
Score: -8334291.500000 Penalty: 3678.773926
	Iteration 92Q: 3 clusters Score -8334292 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -8334294.500000 Penalty: 3678.773926
	Iteration 93Q: 3 clusters Score -8334294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 76536 members 
Entering Unmasked Estep 
Score: -8334288.000000 Penalty: 3678.773926
	Iteration 94Q: 3 clusters Score -8334288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 76573 members 
Entering Unmasked Estep 
Score: -8334290.500000 Penalty: 3678.773926
	Iteration 95Q: 3 clusters Score -8334290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 76604 members 
Entering Unmasked Estep 
Score: -8334298.000000 Penalty: 3678.773926
	Iteration 96Q: 3 clusters Score -8334298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 76630 members 
Entering Unmasked Estep 
Score: -8334305.000000 Penalty: 3678.773926
	Iteration 97Q: 3 clusters Score -8334305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 76652 members 
Entering Unmasked Estep 
Score: -8334314.000000 Penalty: 3678.773926
	Iteration 98Q: 3 clusters Score -8334314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -8334314.000000 Penalty: 3678.773926
	Iteration 99Q: 3 clusters Score -8334314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 76683 members 
Entering Unmasked Estep 
Score: -8334317.000000 Penalty: 3678.773926
	Iteration 100F: 3 clusters Score -8334317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 76700 members 
Entering Unmasked Estep 
Score: -8334314.000000 Penalty: 3678.773926
	Iteration 101Q: 3 clusters Score -8334314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 76716 members 
Entering Unmasked Estep 
Score: -8334320.500000 Penalty: 3678.773926
	Iteration 102Q: 3 clusters Score -8334320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 76728 members 
Entering Unmasked Estep 
Score: -8334328.500000 Penalty: 3678.773926
	Iteration 103Q: 3 clusters Score -8334328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 76736 members 
Entering Unmasked Estep 
Score: -8334328.000000 Penalty: 3678.773926
	Iteration 104Q: 3 clusters Score -8334328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 76743 members 
Entering Unmasked Estep 
Score: -8334320.000000 Penalty: 3678.773926
	Iteration 105Q: 3 clusters Score -8334320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 76749 members 
Entering Unmasked Estep 
Score: -8334325.500000 Penalty: 3678.773926
	Iteration 106Q: 3 clusters Score -8334326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 76759 members 
Entering Unmasked Estep 
Score: -8334323.500000 Penalty: 3678.773926
	Iteration 107Q: 3 clusters Score -8334324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 76767 members 
Entering Unmasked Estep 
Score: -8334315.000000 Penalty: 3678.773926
	Iteration 108Q: 3 clusters Score -8334315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 76771 members 
Entering Unmasked Estep 
Score: -8334318.000000 Penalty: 3678.773926
	Iteration 109Q: 3 clusters Score -8334318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 76776 members 
Entering Unmasked Estep 
Score: -8334318.500000 Penalty: 3678.773926
	Iteration 110Q: 3 clusters Score -8334318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 76779 members 
Entering Unmasked Estep 
Score: -8334320.500000 Penalty: 3678.773926
	Iteration 111Q: 3 clusters Score -8334320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 76782 members 
Entering Unmasked Estep 
Score: -8334322.500000 Penalty: 3678.773926
	Iteration 112Q: 3 clusters Score -8334322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 76783 members 
Entering Unmasked Estep 
Score: -8334317.500000 Penalty: 3678.773926
	Iteration 113Q: 3 clusters Score -8334318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 76784 members 
Entering Unmasked Estep 
Score: -8334320.500000 Penalty: 3678.773926
	Iteration 114Q: 3 clusters Score -8334320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 76783 members 
Entering Unmasked Estep 
Score: -8334321.500000 Penalty: 3678.773926
	Iteration 115Q: 3 clusters Score -8334322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 76783 members 
Entering Unmasked Estep 
Score: -8334321.500000 Penalty: 3678.773926
	Iteration 116F: 3 clusters Score -8334322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (218310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218310 members 
Entering Unmasked Estep 
Score: -22327074.000000 Penalty: 1997.721680
	Iteration 0F: 2 clusters Score -2.232707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109464 members 
Mstep: Class 2 contains 108846 members 
Entering Unmasked Estep 
Score: -22205440.000000 Penalty: 3995.443359
	Iteration 0F: 3 clusters Score -2.220544e+07 nChanged 106063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119319 members 
Mstep: Class 2 contains 98991 members 
Entering Unmasked Estep 
Score: -22271078.000000 Penalty: 3995.443359
	Iteration 1F: 3 clusters Score -2.227108e+07 nChanged 10437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125656 members 
Mstep: Class 2 contains 92654 members 
Entering Unmasked Estep 
Score: -22275128.000000 Penalty: 3995.443359
	Iteration 2Q: 3 clusters Score -2.227513e+07 nChanged 13911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134639 members 
Mstep: Class 2 contains 83671 members 
Entering Unmasked Estep 
Score: -22282298.000000 Penalty: 3995.443359
	Iteration 3F: 3 clusters Score -2.22823e+07 nChanged 16734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145681 members 
Mstep: Class 2 contains 72629 members 
Entering Unmasked Estep 
Score: -22292990.000000 Penalty: 3995.443359
	Iteration 4F: 3 clusters Score -2.229299e+07 nChanged 17103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157850 members 
Mstep: Class 2 contains 60460 members 
Entering Unmasked Estep 
Score: -22304608.000000 Penalty: 3995.443359
	Iteration 5F: 3 clusters Score -2.230461e+07 nChanged 15300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171066 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -22313444.000000 Penalty: 3995.443359
	Iteration 6F: 3 clusters Score -2.231344e+07 nChanged 13954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184444 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -22319140.000000 Penalty: 3995.443359
	Iteration 7F: 3 clusters Score -2.231914e+07 nChanged 11349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195513 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -22321758.000000 Penalty: 3995.443359
	Iteration 8F: 3 clusters Score -2.232176e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203439 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -22322908.000000 Penalty: 3995.443359
	Iteration 9Q: 3 clusters Score -2.232291e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208802 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -22323502.000000 Penalty: 3995.443359
	Iteration 10Q: 3 clusters Score -2.23235e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212376 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -22323852.000000 Penalty: 3995.443359
	Iteration 11Q: 3 clusters Score -2.232385e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214571 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -22324396.000000 Penalty: 3995.443359
	Iteration 12Q: 3 clusters Score -2.23244e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215985 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -22324796.000000 Penalty: 3995.443359
	Iteration 13Q: 3 clusters Score -2.23248e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216814 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -22325086.000000 Penalty: 3995.443359
	Iteration 14Q: 3 clusters Score -2.232509e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217273 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -22325302.000000 Penalty: 3995.443359
	Iteration 15Q: 3 clusters Score -2.23253e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217531 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -22325298.000000 Penalty: 3995.443359
	Iteration 16Q: 3 clusters Score -2.23253e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217673 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -22325398.000000 Penalty: 3995.443359
	Iteration 17Q: 3 clusters Score -2.23254e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217760 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -22325452.000000 Penalty: 3995.443359
	Iteration 18Q: 3 clusters Score -2.232545e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217815 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -22325446.000000 Penalty: 3995.443359
	Iteration 19Q: 3 clusters Score -2.232545e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217847 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -22325456.000000 Penalty: 3995.443359
	Iteration 20F: 3 clusters Score -2.232546e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217877 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -22325468.000000 Penalty: 3995.443359
	Iteration 21Q: 3 clusters Score -2.232547e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217889 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -22325458.000000 Penalty: 3995.443359
	Iteration 22Q: 3 clusters Score -2.232546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217900 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -22325470.000000 Penalty: 3995.443359
	Iteration 23Q: 3 clusters Score -2.232547e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217912 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -22325488.000000 Penalty: 3995.443359
	Iteration 24Q: 3 clusters Score -2.232549e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217933 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -22325486.000000 Penalty: 3995.443359
	Iteration 25Q: 3 clusters Score -2.232549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217940 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -22325494.000000 Penalty: 3995.443359
	Iteration 26Q: 3 clusters Score -2.232549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217945 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -22325488.000000 Penalty: 3995.443359
	Iteration 27Q: 3 clusters Score -2.232549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217949 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -22325498.000000 Penalty: 3995.443359
	Iteration 28Q: 3 clusters Score -2.23255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217952 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -22325490.000000 Penalty: 3995.443359
	Iteration 29Q: 3 clusters Score -2.232549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217954 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -22325500.000000 Penalty: 3995.443359
	Iteration 30Q: 3 clusters Score -2.23255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217957 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -22325504.000000 Penalty: 3995.443359
	Iteration 31Q: 3 clusters Score -2.23255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217960 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -22325498.000000 Penalty: 3995.443359
	Iteration 32Q: 3 clusters Score -2.23255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217963 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -22325502.000000 Penalty: 3995.443359
	Iteration 33Q: 3 clusters Score -2.23255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217962 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -22325506.000000 Penalty: 3995.443359
	Iteration 34Q: 3 clusters Score -2.232551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217964 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -22325500.000000 Penalty: 3995.443359
	Iteration 35Q: 3 clusters Score -2.23255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217966 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -22325504.000000 Penalty: 3995.443359
	Iteration 36Q: 3 clusters Score -2.23255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217967 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -22325504.000000 Penalty: 3995.443359
	Iteration 37Q: 3 clusters Score -2.23255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217969 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -22325506.000000 Penalty: 3995.443359
	Iteration 38Q: 3 clusters Score -2.232551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217971 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -22325500.000000 Penalty: 3995.443359
	Iteration 39Q: 3 clusters Score -2.23255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217970 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -22325500.000000 Penalty: 3995.443359
	Iteration 40F: 3 clusters Score -2.23255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Entering Unmasked Estep 
Score: -1009560.125000 Penalty: 1492.782593
	Iteration 0F: 2 clusters Score -1009560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1002509.375000 Penalty: 2985.565186
	Iteration 0F: 3 clusters Score -1002509 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1004869.625000 Penalty: 2985.565186
	Iteration 1F: 3 clusters Score -1004870 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1005311.562500 Penalty: 2985.565186
	Iteration 2F: 3 clusters Score -1005312 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1005655.250000 Penalty: 2985.565186
	Iteration 3F: 3 clusters Score -1005655 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1005927.687500 Penalty: 2985.565186
	Iteration 4F: 3 clusters Score -1005928 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1006135.875000 Penalty: 2985.565186
	Iteration 5Q: 3 clusters Score -1006136 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1006309.375000 Penalty: 2985.565186
	Iteration 6Q: 3 clusters Score -1006309 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1006503.312500 Penalty: 2985.565186
	Iteration 7Q: 3 clusters Score -1006503 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1006731.125000 Penalty: 2985.565186
	Iteration 8Q: 3 clusters Score -1006731 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1006957.062500 Penalty: 2985.565186
	Iteration 9Q: 3 clusters Score -1006957 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1007139.437500 Penalty: 2985.565186
	Iteration 10Q: 3 clusters Score -1007139 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1007272.500000 Penalty: 2985.565186
	Iteration 11Q: 3 clusters Score -1007272 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1007372.500000 Penalty: 2985.565186
	Iteration 12Q: 3 clusters Score -1007372 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1007432.187500 Penalty: 2985.565186
	Iteration 13Q: 3 clusters Score -1007432 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1007476.125000 Penalty: 2985.565186
	Iteration 14Q: 3 clusters Score -1007476 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1007516.875000 Penalty: 2985.565186
	Iteration 15Q: 3 clusters Score -1007517 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1007548.187500 Penalty: 2985.565186
	Iteration 16Q: 3 clusters Score -1007548 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1007580.750000 Penalty: 2985.565186
	Iteration 17Q: 3 clusters Score -1007581 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1007616.937500 Penalty: 2985.565186
	Iteration 18Q: 3 clusters Score -1007617 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1007647.187500 Penalty: 2985.565186
	Iteration 19Q: 3 clusters Score -1007647 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1007677.625000 Penalty: 2985.565186
	Iteration 20F: 3 clusters Score -1007678 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1007711.000000 Penalty: 2985.565186
	Iteration 21Q: 3 clusters Score -1007711 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1007743.687500 Penalty: 2985.565186
	Iteration 22Q: 3 clusters Score -1007744 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1007778.500000 Penalty: 2985.565186
	Iteration 23Q: 3 clusters Score -1007778 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1007821.375000 Penalty: 2985.565186
	Iteration 24Q: 3 clusters Score -1007821 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1007859.875000 Penalty: 2985.565186
	Iteration 25Q: 3 clusters Score -1007860 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1007897.000000 Penalty: 2985.565186
	Iteration 26Q: 3 clusters Score -1007897 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1007940.500000 Penalty: 2985.565186
	Iteration 27Q: 3 clusters Score -1007940 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1007974.125000 Penalty: 2985.565186
	Iteration 28Q: 3 clusters Score -1007974 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1007997.937500 Penalty: 2985.565186
	Iteration 29Q: 3 clusters Score -1007998 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1008026.437500 Penalty: 2985.565186
	Iteration 30Q: 3 clusters Score -1008026 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1008058.562500 Penalty: 2985.565186
	Iteration 31Q: 3 clusters Score -1008059 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1008093.000000 Penalty: 2985.565186
	Iteration 32Q: 3 clusters Score -1008093 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1008127.187500 Penalty: 2985.565186
	Iteration 33Q: 3 clusters Score -1008127 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1008151.312500 Penalty: 2985.565186
	Iteration 34Q: 3 clusters Score -1008151 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1008180.937500 Penalty: 2985.565186
	Iteration 35Q: 3 clusters Score -1008181 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1008210.937500 Penalty: 2985.565186
	Iteration 36Q: 3 clusters Score -1008211 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1008233.375000 Penalty: 2985.565186
	Iteration 37Q: 3 clusters Score -1008233 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1008257.937500 Penalty: 2985.565186
	Iteration 38Q: 3 clusters Score -1008258 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1008281.937500 Penalty: 2985.565186
	Iteration 39Q: 3 clusters Score -1008282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1008301.937500 Penalty: 2985.565186
	Iteration 40F: 3 clusters Score -1008302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1008317.812500 Penalty: 2985.565186
	Iteration 41Q: 3 clusters Score -1008318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1008325.687500 Penalty: 2985.565186
	Iteration 42Q: 3 clusters Score -1008326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1008335.625000 Penalty: 2985.565186
	Iteration 43Q: 3 clusters Score -1008336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1008342.812500 Penalty: 2985.565186
	Iteration 44Q: 3 clusters Score -1008343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1008356.125000 Penalty: 2985.565186
	Iteration 45Q: 3 clusters Score -1008356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1008364.312500 Penalty: 2985.565186
	Iteration 46Q: 3 clusters Score -1008364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1008373.187500 Penalty: 2985.565186
	Iteration 47Q: 3 clusters Score -1008373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1008382.437500 Penalty: 2985.565186
	Iteration 48Q: 3 clusters Score -1008382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1008389.062500 Penalty: 2985.565186
	Iteration 49Q: 3 clusters Score -1008389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1008395.000000 Penalty: 2985.565186
	Iteration 50Q: 3 clusters Score -1008395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1008395.125000 Penalty: 2985.565186
	Iteration 51Q: 3 clusters Score -1008395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1008400.000000 Penalty: 2985.565186
	Iteration 52Q: 3 clusters Score -1008400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1008404.562500 Penalty: 2985.565186
	Iteration 53Q: 3 clusters Score -1008405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1008412.312500 Penalty: 2985.565186
	Iteration 54Q: 3 clusters Score -1008412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1008415.812500 Penalty: 2985.565186
	Iteration 55Q: 3 clusters Score -1008416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1008417.062500 Penalty: 2985.565186
	Iteration 56Q: 3 clusters Score -1008417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1008422.625000 Penalty: 2985.565186
	Iteration 57Q: 3 clusters Score -1008423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1008425.687500 Penalty: 2985.565186
	Iteration 58Q: 3 clusters Score -1008426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1008427.375000 Penalty: 2985.565186
	Iteration 59Q: 3 clusters Score -1008427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1008432.500000 Penalty: 2985.565186
	Iteration 60F: 3 clusters Score -1008432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1008435.375000 Penalty: 2985.565186
	Iteration 61Q: 3 clusters Score -1008435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1008442.000000 Penalty: 2985.565186
	Iteration 62Q: 3 clusters Score -1008442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1008453.500000 Penalty: 2985.565186
	Iteration 63Q: 3 clusters Score -1008454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1008463.500000 Penalty: 2985.565186
	Iteration 64Q: 3 clusters Score -1008464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1008469.875000 Penalty: 2985.565186
	Iteration 65Q: 3 clusters Score -1008470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1008471.875000 Penalty: 2985.565186
	Iteration 66Q: 3 clusters Score -1008472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1008477.062500 Penalty: 2985.565186
	Iteration 67Q: 3 clusters Score -1008477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1008476.312500 Penalty: 2985.565186
	Iteration 68Q: 3 clusters Score -1008476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1008480.250000 Penalty: 2985.565186
	Iteration 69Q: 3 clusters Score -1008480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1008482.437500 Penalty: 2985.565186
	Iteration 70Q: 3 clusters Score -1008482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1008482.625000 Penalty: 2985.565186
	Iteration 71Q: 3 clusters Score -1008483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1008484.750000 Penalty: 2985.565186
	Iteration 72Q: 3 clusters Score -1008485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1008485.375000 Penalty: 2985.565186
	Iteration 73Q: 3 clusters Score -1008485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1008486.250000 Penalty: 2985.565186
	Iteration 74Q: 3 clusters Score -1008486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1008485.250000 Penalty: 2985.565186
	Iteration 75Q: 3 clusters Score -1008485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1008485.875000 Penalty: 2985.565186
	Iteration 76Q: 3 clusters Score -1008486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1008487.937500 Penalty: 2985.565186
	Iteration 77Q: 3 clusters Score -1008488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1008486.125000 Penalty: 2985.565186
	Iteration 78Q: 3 clusters Score -1008486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1008490.000000 Penalty: 2985.565186
	Iteration 79Q: 3 clusters Score -1008490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1008490.500000 Penalty: 2985.565186
	Iteration 80F: 3 clusters Score -1008490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Entering Unmasked Estep 
Score: -1115072.875000 Penalty: 1512.846436
	Iteration 0F: 2 clusters Score -1115073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1107283.875000 Penalty: 3025.692871
	Iteration 0F: 3 clusters Score -1107284 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1109714.375000 Penalty: 3025.692871
	Iteration 1F: 3 clusters Score -1109714 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1109948.625000 Penalty: 3025.692871
	Iteration 2F: 3 clusters Score -1109949 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1110165.250000 Penalty: 3025.692871
	Iteration 3F: 3 clusters Score -1110165 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1110362.375000 Penalty: 3025.692871
	Iteration 4Q: 3 clusters Score -1110362 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1110590.500000 Penalty: 3025.692871
	Iteration 5Q: 3 clusters Score -1110590 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1110890.000000 Penalty: 3025.692871
	Iteration 6Q: 3 clusters Score -1110890 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1111268.000000 Penalty: 3025.692871
	Iteration 7F: 3 clusters Score -1111268 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1111708.875000 Penalty: 3025.692871
	Iteration 8F: 3 clusters Score -1111709 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1112181.750000 Penalty: 3025.692871
	Iteration 9F: 3 clusters Score -1112182 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1112659.125000 Penalty: 3025.692871
	Iteration 10F: 3 clusters Score -1112659 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1113034.625000 Penalty: 3025.692871
	Iteration 11Q: 3 clusters Score -1113035 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1113286.250000 Penalty: 3025.692871
	Iteration 12Q: 3 clusters Score -1113286 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1113476.750000 Penalty: 3025.692871
	Iteration 13Q: 3 clusters Score -1113477 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1113611.875000 Penalty: 3025.692871
	Iteration 14Q: 3 clusters Score -1113612 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1113708.750000 Penalty: 3025.692871
	Iteration 15Q: 3 clusters Score -1113709 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1113790.125000 Penalty: 3025.692871
	Iteration 16Q: 3 clusters Score -1113790 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1113850.375000 Penalty: 3025.692871
	Iteration 17Q: 3 clusters Score -1113850 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1113888.375000 Penalty: 3025.692871
	Iteration 18Q: 3 clusters Score -1113888 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1113917.125000 Penalty: 3025.692871
	Iteration 19Q: 3 clusters Score -1113917 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1113932.750000 Penalty: 3025.692871
	Iteration 20F: 3 clusters Score -1113933 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1113944.750000 Penalty: 3025.692871
	Iteration 21Q: 3 clusters Score -1113945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1113956.375000 Penalty: 3025.692871
	Iteration 22Q: 3 clusters Score -1113956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1113965.000000 Penalty: 3025.692871
	Iteration 23Q: 3 clusters Score -1113965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1113969.250000 Penalty: 3025.692871
	Iteration 24Q: 3 clusters Score -1113969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1113971.000000 Penalty: 3025.692871
	Iteration 25Q: 3 clusters Score -1113971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1113974.250000 Penalty: 3025.692871
	Iteration 26Q: 3 clusters Score -1113974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1113978.625000 Penalty: 3025.692871
	Iteration 27Q: 3 clusters Score -1113979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1113979.375000 Penalty: 3025.692871
	Iteration 28Q: 3 clusters Score -1113979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1113984.500000 Penalty: 3025.692871
	Iteration 29Q: 3 clusters Score -1113984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1113984.125000 Penalty: 3025.692871
	Iteration 30Q: 3 clusters Score -1113984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1113987.500000 Penalty: 3025.692871
	Iteration 31Q: 3 clusters Score -1113988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1113987.375000 Penalty: 3025.692871
	Iteration 32Q: 3 clusters Score -1113987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1113986.875000 Penalty: 3025.692871
	Iteration 33Q: 3 clusters Score -1113987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1113986.875000 Penalty: 3025.692871
	Iteration 34F: 3 clusters Score -1113987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Entering Unmasked Estep 
Score: -1251121.375000 Penalty: 1523.148926
	Iteration 0F: 2 clusters Score -1251121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1242816.250000 Penalty: 3046.297852
	Iteration 0F: 3 clusters Score -1242816 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1245604.875000 Penalty: 3046.297852
	Iteration 1F: 3 clusters Score -1245605 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1245812.500000 Penalty: 3046.297852
	Iteration 2F: 3 clusters Score -1245812 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1245980.375000 Penalty: 3046.297852
	Iteration 3Q: 3 clusters Score -1245980 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1246119.000000 Penalty: 3046.297852
	Iteration 4Q: 3 clusters Score -1246119 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1246256.375000 Penalty: 3046.297852
	Iteration 5Q: 3 clusters Score -1246256 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1246427.625000 Penalty: 3046.297852
	Iteration 6Q: 3 clusters Score -1246428 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1246631.875000 Penalty: 3046.297852
	Iteration 7Q: 3 clusters Score -1246632 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1246890.875000 Penalty: 3046.297852
	Iteration 8Q: 3 clusters Score -1246891 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1247272.375000 Penalty: 3046.297852
	Iteration 9F: 3 clusters Score -1247272 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1247804.625000 Penalty: 3046.297852
	Iteration 10F: 3 clusters Score -1247805 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1248414.750000 Penalty: 3046.297852
	Iteration 11F: 3 clusters Score -1248415 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1248914.250000 Penalty: 3046.297852
	Iteration 12Q: 3 clusters Score -1248914 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1249247.125000 Penalty: 3046.297852
	Iteration 13Q: 3 clusters Score -1249247 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1249473.875000 Penalty: 3046.297852
	Iteration 14Q: 3 clusters Score -1249474 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1249608.875000 Penalty: 3046.297852
	Iteration 15Q: 3 clusters Score -1249609 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1249685.625000 Penalty: 3046.297852
	Iteration 16Q: 3 clusters Score -1249686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1249721.125000 Penalty: 3046.297852
	Iteration 17Q: 3 clusters Score -1249721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1249732.625000 Penalty: 3046.297852
	Iteration 18Q: 3 clusters Score -1249733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1249747.375000 Penalty: 3046.297852
	Iteration 19Q: 3 clusters Score -1249747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1249759.000000 Penalty: 3046.297852
	Iteration 20F: 3 clusters Score -1249759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1249760.125000 Penalty: 3046.297852
	Iteration 21Q: 3 clusters Score -1249760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1249761.875000 Penalty: 3046.297852
	Iteration 22Q: 3 clusters Score -1249762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1249765.375000 Penalty: 3046.297852
	Iteration 23Q: 3 clusters Score -1249765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1249770.000000 Penalty: 3046.297852
	Iteration 24Q: 3 clusters Score -1249770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1249770.875000 Penalty: 3046.297852
	Iteration 25Q: 3 clusters Score -1249771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1249771.750000 Penalty: 3046.297852
	Iteration 26Q: 3 clusters Score -1249772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1249771.750000 Penalty: 3046.297852
	Iteration 27F: 3 clusters Score -1249772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158315 members 
Entering Unmasked Estep 
Score: -16295070.000000 Penalty: 1945.505493
	Iteration 0F: 2 clusters Score -1.629507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79263 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -16193459.000000 Penalty: 3891.010986
	Iteration 0F: 3 clusters Score -1.619346e+07 nChanged 76525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81942 members 
Mstep: Class 2 contains 76373 members 
Entering Unmasked Estep 
Score: -16238530.000000 Penalty: 3891.010986
	Iteration 1F: 3 clusters Score -1.623853e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83409 members 
Mstep: Class 2 contains 74906 members 
Entering Unmasked Estep 
Score: -16239838.000000 Penalty: 3891.010986
	Iteration 2Q: 3 clusters Score -1.623984e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85593 members 
Mstep: Class 2 contains 72722 members 
Entering Unmasked Estep 
Score: -16241643.000000 Penalty: 3891.010986
	Iteration 3Q: 3 clusters Score -1.624164e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88746 members 
Mstep: Class 2 contains 69569 members 
Entering Unmasked Estep 
Score: -16244209.000000 Penalty: 3891.010986
	Iteration 4Q: 3 clusters Score -1.624421e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93065 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -16248138.000000 Penalty: 3891.010986
	Iteration 5F: 3 clusters Score -1.624814e+07 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98305 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -16254479.000000 Penalty: 3891.010986
	Iteration 6F: 3 clusters Score -1.625448e+07 nChanged 10385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103398 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -16263060.000000 Penalty: 3891.010986
	Iteration 7F: 3 clusters Score -1.626306e+07 nChanged 10325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106833 members 
Mstep: Class 2 contains 51482 members 
Entering Unmasked Estep 
Score: -16272218.000000 Penalty: 3891.010986
	Iteration 8F: 3 clusters Score -1.627222e+07 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108259 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -16277342.000000 Penalty: 3891.010986
	Iteration 9F: 3 clusters Score -1.627734e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108835 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -16279530.000000 Penalty: 3891.010986
	Iteration 10Q: 3 clusters Score -1.627953e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109269 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -16280611.000000 Penalty: 3891.010986
	Iteration 11Q: 3 clusters Score -1.628061e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109601 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -16281301.000000 Penalty: 3891.010986
	Iteration 12Q: 3 clusters Score -1.62813e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109796 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -16281906.000000 Penalty: 3891.010986
	Iteration 13Q: 3 clusters Score -1.628191e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109873 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -16282348.000000 Penalty: 3891.010986
	Iteration 14Q: 3 clusters Score -1.628235e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109857 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -16282750.000000 Penalty: 3891.010986
	Iteration 15Q: 3 clusters Score -1.628275e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109732 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -16282975.000000 Penalty: 3891.010986
	Iteration 16Q: 3 clusters Score -1.628298e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109588 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -16283286.000000 Penalty: 3891.010986
	Iteration 17Q: 3 clusters Score -1.628329e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109395 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -16283531.000000 Penalty: 3891.010986
	Iteration 18Q: 3 clusters Score -1.628353e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109164 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -16283786.000000 Penalty: 3891.010986
	Iteration 19Q: 3 clusters Score -1.628379e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108922 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -16284041.000000 Penalty: 3891.010986
	Iteration 20F: 3 clusters Score -1.628404e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108675 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -16284169.000000 Penalty: 3891.010986
	Iteration 21Q: 3 clusters Score -1.628417e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108410 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -16284363.000000 Penalty: 3891.010986
	Iteration 22Q: 3 clusters Score -1.628436e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108140 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -16284582.000000 Penalty: 3891.010986
	Iteration 23Q: 3 clusters Score -1.628458e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107863 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -16284698.000000 Penalty: 3891.010986
	Iteration 24Q: 3 clusters Score -1.62847e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107512 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -16284841.000000 Penalty: 3891.010986
	Iteration 25Q: 3 clusters Score -1.628484e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107185 members 
Mstep: Class 2 contains 51130 members 
Entering Unmasked Estep 
Score: -16284905.000000 Penalty: 3891.010986
	Iteration 26Q: 3 clusters Score -1.62849e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106818 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -16285103.000000 Penalty: 3891.010986
	Iteration 27Q: 3 clusters Score -1.62851e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106468 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -16285282.000000 Penalty: 3891.010986
	Iteration 28Q: 3 clusters Score -1.628528e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106138 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -16285427.000000 Penalty: 3891.010986
	Iteration 29Q: 3 clusters Score -1.628543e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105835 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -16285559.000000 Penalty: 3891.010986
	Iteration 30Q: 3 clusters Score -1.628556e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105536 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -16285697.000000 Penalty: 3891.010986
	Iteration 31Q: 3 clusters Score -1.62857e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105255 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -16285886.000000 Penalty: 3891.010986
	Iteration 32Q: 3 clusters Score -1.628589e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104998 members 
Mstep: Class 2 contains 53317 members 
Entering Unmasked Estep 
Score: -16286011.000000 Penalty: 3891.010986
	Iteration 33Q: 3 clusters Score -1.628601e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104722 members 
Mstep: Class 2 contains 53593 members 
Entering Unmasked Estep 
Score: -16286138.000000 Penalty: 3891.010986
	Iteration 34Q: 3 clusters Score -1.628614e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104455 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -16286256.000000 Penalty: 3891.010986
	Iteration 35Q: 3 clusters Score -1.628626e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104222 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -16286329.000000 Penalty: 3891.010986
	Iteration 36Q: 3 clusters Score -1.628633e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104008 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -16286367.000000 Penalty: 3891.010986
	Iteration 37Q: 3 clusters Score -1.628637e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103811 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -16286430.000000 Penalty: 3891.010986
	Iteration 38Q: 3 clusters Score -1.628643e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103673 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -16286567.000000 Penalty: 3891.010986
	Iteration 39Q: 3 clusters Score -1.628657e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -16286706.000000 Penalty: 3891.010986
	Iteration 40F: 3 clusters Score -1.628671e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103473 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -16286709.000000 Penalty: 3891.010986
	Iteration 41Q: 3 clusters Score -1.628671e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103364 members 
Mstep: Class 2 contains 54951 members 
Entering Unmasked Estep 
Score: -16286732.000000 Penalty: 3891.010986
	Iteration 42Q: 3 clusters Score -1.628673e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103255 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -16286801.000000 Penalty: 3891.010986
	Iteration 43Q: 3 clusters Score -1.62868e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103152 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -16286827.000000 Penalty: 3891.010986
	Iteration 44Q: 3 clusters Score -1.628683e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103029 members 
Mstep: Class 2 contains 55286 members 
Entering Unmasked Estep 
Score: -16286853.000000 Penalty: 3891.010986
	Iteration 45Q: 3 clusters Score -1.628685e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102908 members 
Mstep: Class 2 contains 55407 members 
Entering Unmasked Estep 
Score: -16286876.000000 Penalty: 3891.010986
	Iteration 46Q: 3 clusters Score -1.628688e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102819 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -16286851.000000 Penalty: 3891.010986
	Iteration 47Q: 3 clusters Score -1.628685e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102723 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -16286879.000000 Penalty: 3891.010986
	Iteration 48Q: 3 clusters Score -1.628688e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102651 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -16286877.000000 Penalty: 3891.010986
	Iteration 49Q: 3 clusters Score -1.628688e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102588 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -16286873.000000 Penalty: 3891.010986
	Iteration 50Q: 3 clusters Score -1.628687e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102533 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -16286865.000000 Penalty: 3891.010986
	Iteration 51Q: 3 clusters Score -1.628686e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102482 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -16286845.000000 Penalty: 3891.010986
	Iteration 52Q: 3 clusters Score -1.628684e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102427 members 
Mstep: Class 2 contains 55888 members 
Entering Unmasked Estep 
Score: -16286862.000000 Penalty: 3891.010986
	Iteration 53Q: 3 clusters Score -1.628686e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102381 members 
Mstep: Class 2 contains 55934 members 
Entering Unmasked Estep 
Score: -16286873.000000 Penalty: 3891.010986
	Iteration 54Q: 3 clusters Score -1.628687e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102363 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -16286830.000000 Penalty: 3891.010986
	Iteration 55Q: 3 clusters Score -1.628683e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102335 members 
Mstep: Class 2 contains 55980 members 
Entering Unmasked Estep 
Score: -16286863.000000 Penalty: 3891.010986
	Iteration 56Q: 3 clusters Score -1.628686e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102303 members 
Mstep: Class 2 contains 56012 members 
Entering Unmasked Estep 
Score: -16286872.000000 Penalty: 3891.010986
	Iteration 57Q: 3 clusters Score -1.628687e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102264 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -16286874.000000 Penalty: 3891.010986
	Iteration 58Q: 3 clusters Score -1.628687e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102221 members 
Mstep: Class 2 contains 56094 members 
Entering Unmasked Estep 
Score: -16286873.000000 Penalty: 3891.010986
	Iteration 59Q: 3 clusters Score -1.628687e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102187 members 
Mstep: Class 2 contains 56128 members 
Entering Unmasked Estep 
Score: -16286885.000000 Penalty: 3891.010986
	Iteration 60F: 3 clusters Score -1.628688e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102170 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -16286892.000000 Penalty: 3891.010986
	Iteration 61Q: 3 clusters Score -1.628689e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102152 members 
Mstep: Class 2 contains 56163 members 
Entering Unmasked Estep 
Score: -16286904.000000 Penalty: 3891.010986
	Iteration 62Q: 3 clusters Score -1.62869e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102138 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
Score: -16286919.000000 Penalty: 3891.010986
	Iteration 63Q: 3 clusters Score -1.628692e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102127 members 
Mstep: Class 2 contains 56188 members 
Entering Unmasked Estep 
Score: -16286903.000000 Penalty: 3891.010986
	Iteration 64Q: 3 clusters Score -1.62869e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102126 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -16286900.000000 Penalty: 3891.010986
	Iteration 65Q: 3 clusters Score -1.62869e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102125 members 
Mstep: Class 2 contains 56190 members 
Entering Unmasked Estep 
Score: -16286903.000000 Penalty: 3891.010986
	Iteration 66Q: 3 clusters Score -1.62869e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102126 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -16286888.000000 Penalty: 3891.010986
	Iteration 67Q: 3 clusters Score -1.628689e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102122 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -16286891.000000 Penalty: 3891.010986
	Iteration 68Q: 3 clusters Score -1.628689e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102108 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -16286897.000000 Penalty: 3891.010986
	Iteration 69Q: 3 clusters Score -1.62869e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102096 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -16286903.000000 Penalty: 3891.010986
	Iteration 70Q: 3 clusters Score -1.62869e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102077 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -16286912.000000 Penalty: 3891.010986
	Iteration 71Q: 3 clusters Score -1.628691e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102051 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -16286907.000000 Penalty: 3891.010986
	Iteration 72Q: 3 clusters Score -1.628691e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102028 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -16286916.000000 Penalty: 3891.010986
	Iteration 73Q: 3 clusters Score -1.628692e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102005 members 
Mstep: Class 2 contains 56310 members 
Entering Unmasked Estep 
Score: -16286900.000000 Penalty: 3891.010986
	Iteration 74Q: 3 clusters Score -1.62869e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101989 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -16286924.000000 Penalty: 3891.010986
	Iteration 75Q: 3 clusters Score -1.628692e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101981 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -16286920.000000 Penalty: 3891.010986
	Iteration 76Q: 3 clusters Score -1.628692e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101971 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -16286902.000000 Penalty: 3891.010986
	Iteration 77Q: 3 clusters Score -1.62869e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101958 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -16286915.000000 Penalty: 3891.010986
	Iteration 78Q: 3 clusters Score -1.628692e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101946 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -16286927.000000 Penalty: 3891.010986
	Iteration 79Q: 3 clusters Score -1.628693e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101938 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -16286933.000000 Penalty: 3891.010986
	Iteration 80F: 3 clusters Score -1.628693e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101922 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -16286926.000000 Penalty: 3891.010986
	Iteration 81Q: 3 clusters Score -1.628693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101912 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -16286909.000000 Penalty: 3891.010986
	Iteration 82Q: 3 clusters Score -1.628691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101911 members 
Mstep: Class 2 contains 56404 members 
Entering Unmasked Estep 
Score: -16286919.000000 Penalty: 3891.010986
	Iteration 83Q: 3 clusters Score -1.628692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101909 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -16286920.000000 Penalty: 3891.010986
	Iteration 84Q: 3 clusters Score -1.628692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101904 members 
Mstep: Class 2 contains 56411 members 
Entering Unmasked Estep 
Score: -16286915.000000 Penalty: 3891.010986
	Iteration 85Q: 3 clusters Score -1.628692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101899 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -16286921.000000 Penalty: 3891.010986
	Iteration 86Q: 3 clusters Score -1.628692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101898 members 
Mstep: Class 2 contains 56417 members 
Entering Unmasked Estep 
Score: -16286937.000000 Penalty: 3891.010986
	Iteration 87Q: 3 clusters Score -1.628694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101898 members 
Mstep: Class 2 contains 56417 members 
Entering Unmasked Estep 
Score: -16286943.000000 Penalty: 3891.010986
	Iteration 88Q: 3 clusters Score -1.628694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101899 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -16286939.000000 Penalty: 3891.010986
	Iteration 89Q: 3 clusters Score -1.628694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101900 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -16286925.000000 Penalty: 3891.010986
	Iteration 90Q: 3 clusters Score -1.628692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101899 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -16286929.000000 Penalty: 3891.010986
	Iteration 91Q: 3 clusters Score -1.628693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101894 members 
Mstep: Class 2 contains 56421 members 
Entering Unmasked Estep 
Score: -16286928.000000 Penalty: 3891.010986
	Iteration 92Q: 3 clusters Score -1.628693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101894 members 
Mstep: Class 2 contains 56421 members 
Entering Unmasked Estep 
Score: -16286928.000000 Penalty: 3891.010986
	Iteration 93F: 3 clusters Score -1.628693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Entering Unmasked Estep 
Score: -199810.203125 Penalty: 1221.420410
	Iteration 0F: 2 clusters Score -199810.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -197788.718750 Penalty: 2442.840820
	Iteration 0F: 3 clusters Score -197788.7 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -198212.375000 Penalty: 2442.840820
	Iteration 1F: 3 clusters Score -198212.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -198328.375000 Penalty: 2442.840820
	Iteration 2F: 3 clusters Score -198328.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -198405.000000 Penalty: 2442.840820
	Iteration 3F: 3 clusters Score -198405 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -198454.140625 Penalty: 2442.840820
	Iteration 4Q: 3 clusters Score -198454.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -198478.296875 Penalty: 2442.840820
	Iteration 5Q: 3 clusters Score -198478.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -198492.890625 Penalty: 2442.840820
	Iteration 6Q: 3 clusters Score -198492.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -198506.890625 Penalty: 2442.840820
	Iteration 7Q: 3 clusters Score -198506.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -198519.750000 Penalty: 2442.840820
	Iteration 8Q: 3 clusters Score -198519.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -198529.250000 Penalty: 2442.840820
	Iteration 9Q: 3 clusters Score -198529.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -198537.796875 Penalty: 2442.840820
	Iteration 10Q: 3 clusters Score -198537.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -198544.218750 Penalty: 2442.840820
	Iteration 11Q: 3 clusters Score -198544.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -198549.765625 Penalty: 2442.840820
	Iteration 12Q: 3 clusters Score -198549.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -198555.218750 Penalty: 2442.840820
	Iteration 13Q: 3 clusters Score -198555.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -198561.125000 Penalty: 2442.840820
	Iteration 14Q: 3 clusters Score -198561.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -198564.453125 Penalty: 2442.840820
	Iteration 15Q: 3 clusters Score -198564.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -198566.656250 Penalty: 2442.840820
	Iteration 16Q: 3 clusters Score -198566.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -198567.906250 Penalty: 2442.840820
	Iteration 17Q: 3 clusters Score -198567.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -198569.656250 Penalty: 2442.840820
	Iteration 18Q: 3 clusters Score -198569.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -198570.375000 Penalty: 2442.840820
	Iteration 19Q: 3 clusters Score -198570.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -198570.937500 Penalty: 2442.840820
	Iteration 20F: 3 clusters Score -198570.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -198572.828125 Penalty: 2442.840820
	Iteration 21Q: 3 clusters Score -198572.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -198573.640625 Penalty: 2442.840820
	Iteration 22Q: 3 clusters Score -198573.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -198574.093750 Penalty: 2442.840820
	Iteration 23Q: 3 clusters Score -198574.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -198574.968750 Penalty: 2442.840820
	Iteration 24Q: 3 clusters Score -198575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -198574.968750 Penalty: 2442.840820
	Iteration 25F: 3 clusters Score -198575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (128446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128446 members 
Entering Unmasked Estep 
Score: -13066667.000000 Penalty: 1911.530396
	Iteration 0F: 2 clusters Score -1.306667e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64027 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -12980888.000000 Penalty: 3823.060791
	Iteration 0F: 3 clusters Score -1.298089e+07 nChanged 61792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -13017602.000000 Penalty: 3823.060791
	Iteration 1F: 3 clusters Score -1.30176e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 71992 members 
Entering Unmasked Estep 
Score: -13019107.000000 Penalty: 3823.060791
	Iteration 2Q: 3 clusters Score -1.301911e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 76558 members 
Entering Unmasked Estep 
Score: -13021243.000000 Penalty: 3823.060791
	Iteration 3Q: 3 clusters Score -1.302124e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 82988 members 
Entering Unmasked Estep 
Score: -13025032.000000 Penalty: 3823.060791
	Iteration 4F: 3 clusters Score -1.302503e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 91530 members 
Entering Unmasked Estep 
Score: -13030806.000000 Penalty: 3823.060791
	Iteration 5F: 3 clusters Score -1.303081e+07 nChanged 10333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 101759 members 
Entering Unmasked Estep 
Score: -13039161.000000 Penalty: 3823.060791
	Iteration 6F: 3 clusters Score -1.303916e+07 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 112395 members 
Entering Unmasked Estep 
Score: -13049246.000000 Penalty: 3823.060791
	Iteration 7F: 3 clusters Score -1.304925e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 121069 members 
Entering Unmasked Estep 
Score: -13057903.000000 Penalty: 3823.060791
	Iteration 8F: 3 clusters Score -1.30579e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 125844 members 
Entering Unmasked Estep 
Score: -13062573.000000 Penalty: 3823.060791
	Iteration 9Q: 3 clusters Score -1.306257e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 127671 members 
Entering Unmasked Estep 
Score: -13064220.000000 Penalty: 3823.060791
	Iteration 10Q: 3 clusters Score -1.306422e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 128157 members 
Entering Unmasked Estep 
Score: -13064661.000000 Penalty: 3823.060791
	Iteration 11Q: 3 clusters Score -1.306466e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 128262 members 
Entering Unmasked Estep 
Score: -13064813.000000 Penalty: 3823.060791
	Iteration 12Q: 3 clusters Score -1.306481e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 128288 members 
Entering Unmasked Estep 
Score: -13064877.000000 Penalty: 3823.060791
	Iteration 13Q: 3 clusters Score -1.306488e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 128299 members 
Entering Unmasked Estep 
Score: -13064887.000000 Penalty: 3823.060791
	Iteration 14Q: 3 clusters Score -1.306489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 128307 members 
Entering Unmasked Estep 
Score: -13064921.000000 Penalty: 3823.060791
	Iteration 15Q: 3 clusters Score -1.306492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 128311 members 
Entering Unmasked Estep 
Score: -13064927.000000 Penalty: 3823.060791
	Iteration 16Q: 3 clusters Score -1.306493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128313 members 
Entering Unmasked Estep 
Score: -13064937.000000 Penalty: 3823.060791
	Iteration 17Q: 3 clusters Score -1.306494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128313 members 
Entering Unmasked Estep 
Score: -13064948.000000 Penalty: 3823.060791
	Iteration 18Q: 3 clusters Score -1.306495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 128311 members 
Entering Unmasked Estep 
Score: -13064949.000000 Penalty: 3823.060791
	Iteration 19Q: 3 clusters Score -1.306495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 128312 members 
Entering Unmasked Estep 
Score: -13064957.000000 Penalty: 3823.060791
	Iteration 20F: 3 clusters Score -1.306496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 7175 members 
Mstep: Class 3 contains 2705 members 
Mstep: Class 4 contains 151357 members 
Mstep: Class 5 contains 5551 members 
Mstep: Class 8 contains 3938 members 
Mstep: Class 9 contains 150813 members 
Mstep: Class 11 contains 132878 members 
Mstep: Class 12 contains 174103 members 
Mstep: Class 14 contains 82397 members 
Mstep: Class 15 contains 218310 members 
Mstep: Class 16 contains 9763 members 
Mstep: Class 17 contains 11046 members 
Mstep: Class 19 contains 11769 members 
Mstep: Class 20 contains 158315 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 128446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921712.000000 Penalty: 38861.996094
Iteration 159Q: 18 clusters Score -1.279217e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 7189 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 151319 members 
Mstep: Class 5 contains 5554 members 
Mstep: Class 8 contains 3938 members 
Mstep: Class 9 contains 150809 members 
Mstep: Class 11 contains 132881 members 
Mstep: Class 12 contains 174044 members 
Mstep: Class 14 contains 82467 members 
Mstep: Class 15 contains 218158 members 
Mstep: Class 16 contains 9764 members 
Mstep: Class 17 contains 10925 members 
Mstep: Class 19 contains 12032 members 
Mstep: Class 20 contains 158321 members 
Mstep: Class 21 contains 1836 members 
Mstep: Class 22 contains 128454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921808.000000 Penalty: 38861.996094
Iteration 160F: 18 clusters Score -1.279218e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 7212 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 151283 members 
Mstep: Class 5 contains 5559 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 150784 members 
Mstep: Class 11 contains 132896 members 
Mstep: Class 12 contains 173977 members 
Mstep: Class 14 contains 82531 members 
Mstep: Class 15 contains 217990 members 
Mstep: Class 16 contains 9768 members 
Mstep: Class 17 contains 10829 members 
Mstep: Class 19 contains 12306 members 
Mstep: Class 20 contains 158317 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 128452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921768.000000 Penalty: 38861.996094
Iteration 161Q: 18 clusters Score -1.279218e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 7225 members 
Mstep: Class 3 contains 2707 members 
Mstep: Class 4 contains 151249 members 
Mstep: Class 5 contains 5560 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 150756 members 
Mstep: Class 11 contains 132894 members 
Mstep: Class 12 contains 173980 members 
Mstep: Class 14 contains 82573 members 
Mstep: Class 15 contains 217796 members 
Mstep: Class 16 contains 9779 members 
Mstep: Class 17 contains 10727 members 
Mstep: Class 19 contains 12531 members 
Mstep: Class 20 contains 158334 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 128478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921896.000000 Penalty: 38861.996094
Iteration 162Q: 18 clusters Score -1.279219e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 2709 members 
Mstep: Class 4 contains 151241 members 
Mstep: Class 5 contains 5563 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 150730 members 
Mstep: Class 11 contains 132892 members 
Mstep: Class 12 contains 173928 members 
Mstep: Class 14 contains 82599 members 
Mstep: Class 15 contains 217585 members 
Mstep: Class 16 contains 9792 members 
Mstep: Class 17 contains 10628 members 
Mstep: Class 19 contains 12775 members 
Mstep: Class 20 contains 158366 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 128499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921456.000000 Penalty: 38861.996094
Iteration 163Q: 18 clusters Score -1.279215e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 7269 members 
Mstep: Class 3 contains 2710 members 
Mstep: Class 4 contains 151226 members 
Mstep: Class 5 contains 5567 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 150688 members 
Mstep: Class 11 contains 132900 members 
Mstep: Class 12 contains 173914 members 
Mstep: Class 14 contains 82630 members 
Mstep: Class 15 contains 217358 members 
Mstep: Class 16 contains 9805 members 
Mstep: Class 17 contains 10531 members 
Mstep: Class 19 contains 13014 members 
Mstep: Class 20 contains 158402 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 128516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921808.000000 Penalty: 38861.996094
Iteration 164Q: 18 clusters Score -1.279218e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 2711 members 
Mstep: Class 4 contains 151202 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 150657 members 
Mstep: Class 11 contains 132901 members 
Mstep: Class 12 contains 173915 members 
Mstep: Class 14 contains 82659 members 
Mstep: Class 15 contains 217139 members 
Mstep: Class 16 contains 9826 members 
Mstep: Class 17 contains 10426 members 
Mstep: Class 19 contains 13265 members 
Mstep: Class 20 contains 158438 members 
Mstep: Class 21 contains 1823 members 
Mstep: Class 22 contains 128522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921832.000000 Penalty: 38861.996094
Iteration 165Q: 18 clusters Score -1.279218e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 7302 members 
Mstep: Class 3 contains 2711 members 
Mstep: Class 4 contains 151199 members 
Mstep: Class 5 contains 5575 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 150606 members 
Mstep: Class 11 contains 132900 members 
Mstep: Class 12 contains 173891 members 
Mstep: Class 14 contains 82698 members 
Mstep: Class 15 contains 216936 members 
Mstep: Class 16 contains 9838 members 
Mstep: Class 17 contains 10328 members 
Mstep: Class 19 contains 13514 members 
Mstep: Class 20 contains 158469 members 
Mstep: Class 21 contains 1821 members 
Mstep: Class 22 contains 128542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921768.000000 Penalty: 38861.996094
Iteration 166Q: 18 clusters Score -1.279218e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 7327 members 
Mstep: Class 3 contains 2711 members 
Mstep: Class 4 contains 151175 members 
Mstep: Class 5 contains 5583 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 150559 members 
Mstep: Class 11 contains 132902 members 
Mstep: Class 12 contains 173859 members 
Mstep: Class 14 contains 82747 members 
Mstep: Class 15 contains 216771 members 
Mstep: Class 16 contains 9838 members 
Mstep: Class 17 contains 10217 members 
Mstep: Class 19 contains 13736 members 
Mstep: Class 20 contains 158496 members 
Mstep: Class 21 contains 1817 members 
Mstep: Class 22 contains 128574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921752.000000 Penalty: 38861.996094
Iteration 167Q: 18 clusters Score -1.279218e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 7353 members 
Mstep: Class 3 contains 2712 members 
Mstep: Class 4 contains 151154 members 
Mstep: Class 5 contains 5592 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 150519 members 
Mstep: Class 11 contains 132904 members 
Mstep: Class 12 contains 173797 members 
Mstep: Class 14 contains 82807 members 
Mstep: Class 15 contains 216622 members 
Mstep: Class 16 contains 9847 members 
Mstep: Class 17 contains 10100 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 158519 members 
Mstep: Class 21 contains 1821 members 
Mstep: Class 22 contains 128596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922216.000000 Penalty: 38861.996094
Iteration 168Q: 18 clusters Score -1.279222e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 7379 members 
Mstep: Class 3 contains 2715 members 
Mstep: Class 4 contains 151143 members 
Mstep: Class 5 contains 5597 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 150481 members 
Mstep: Class 11 contains 132908 members 
Mstep: Class 12 contains 173737 members 
Mstep: Class 14 contains 82882 members 
Mstep: Class 15 contains 216458 members 
Mstep: Class 16 contains 9856 members 
Mstep: Class 17 contains 9970 members 
Mstep: Class 19 contains 14183 members 
Mstep: Class 20 contains 158519 members 
Mstep: Class 21 contains 1820 members 
Mstep: Class 22 contains 128630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922192.000000 Penalty: 38861.996094
Iteration 169Q: 18 clusters Score -1.279222e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 7411 members 
Mstep: Class 3 contains 2714 members 
Mstep: Class 4 contains 151132 members 
Mstep: Class 5 contains 5602 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 150441 members 
Mstep: Class 11 contains 132907 members 
Mstep: Class 12 contains 173674 members 
Mstep: Class 14 contains 82931 members 
Mstep: Class 15 contains 216315 members 
Mstep: Class 16 contains 9871 members 
Mstep: Class 17 contains 9853 members 
Mstep: Class 19 contains 14386 members 
Mstep: Class 20 contains 158559 members 
Mstep: Class 21 contains 1821 members 
Mstep: Class 22 contains 128648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922176.000000 Penalty: 38861.996094
Iteration 170Q: 18 clusters Score -1.279222e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 7433 members 
Mstep: Class 3 contains 2716 members 
Mstep: Class 4 contains 151126 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 150397 members 
Mstep: Class 11 contains 132901 members 
Mstep: Class 12 contains 173636 members 
Mstep: Class 14 contains 82987 members 
Mstep: Class 15 contains 216184 members 
Mstep: Class 16 contains 9886 members 
Mstep: Class 17 contains 9729 members 
Mstep: Class 19 contains 14589 members 
Mstep: Class 20 contains 158580 members 
Mstep: Class 21 contains 1821 members 
Mstep: Class 22 contains 128655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922168.000000 Penalty: 38861.996094
Iteration 171Q: 18 clusters Score -1.279222e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 7458 members 
Mstep: Class 3 contains 2716 members 
Mstep: Class 4 contains 151092 members 
Mstep: Class 5 contains 5612 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 150351 members 
Mstep: Class 11 contains 132891 members 
Mstep: Class 12 contains 173613 members 
Mstep: Class 14 contains 83055 members 
Mstep: Class 15 contains 216053 members 
Mstep: Class 16 contains 9901 members 
Mstep: Class 17 contains 9630 members 
Mstep: Class 19 contains 14791 members 
Mstep: Class 20 contains 158588 members 
Mstep: Class 21 contains 1823 members 
Mstep: Class 22 contains 128666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922288.000000 Penalty: 38861.996094
Iteration 172Q: 18 clusters Score -1.279223e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 7465 members 
Mstep: Class 3 contains 2716 members 
Mstep: Class 4 contains 151062 members 
Mstep: Class 5 contains 5620 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 150290 members 
Mstep: Class 11 contains 132875 members 
Mstep: Class 12 contains 173600 members 
Mstep: Class 14 contains 83132 members 
Mstep: Class 15 contains 215933 members 
Mstep: Class 16 contains 9925 members 
Mstep: Class 17 contains 9539 members 
Mstep: Class 19 contains 15017 members 
Mstep: Class 20 contains 158570 members 
Mstep: Class 21 contains 1822 members 
Mstep: Class 22 contains 128677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922552.000000 Penalty: 38861.996094
Iteration 173Q: 18 clusters Score -1.279226e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 7474 members 
Mstep: Class 3 contains 2716 members 
Mstep: Class 4 contains 151034 members 
Mstep: Class 5 contains 5625 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 150247 members 
Mstep: Class 11 contains 132874 members 
Mstep: Class 12 contains 173542 members 
Mstep: Class 14 contains 83203 members 
Mstep: Class 15 contains 215834 members 
Mstep: Class 16 contains 9934 members 
Mstep: Class 17 contains 9451 members 
Mstep: Class 19 contains 15226 members 
Mstep: Class 20 contains 158580 members 
Mstep: Class 21 contains 1817 members 
Mstep: Class 22 contains 128681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922632.000000 Penalty: 38861.996094
Iteration 174Q: 18 clusters Score -1.279226e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 7481 members 
Mstep: Class 3 contains 2716 members 
Mstep: Class 4 contains 150998 members 
Mstep: Class 5 contains 5628 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 150220 members 
Mstep: Class 11 contains 132871 members 
Mstep: Class 12 contains 173465 members 
Mstep: Class 14 contains 83277 members 
Mstep: Class 15 contains 215711 members 
Mstep: Class 16 contains 9939 members 
Mstep: Class 17 contains 9365 members 
Mstep: Class 19 contains 15457 members 
Mstep: Class 20 contains 158614 members 
Mstep: Class 21 contains 1810 members 
Mstep: Class 22 contains 128669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922648.000000 Penalty: 38861.996094
Iteration 175Q: 18 clusters Score -1.279226e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 7486 members 
Mstep: Class 3 contains 2716 members 
Mstep: Class 4 contains 150960 members 
Mstep: Class 5 contains 5630 members 
Mstep: Class 8 contains 3938 members 
Mstep: Class 9 contains 150163 members 
Mstep: Class 11 contains 132854 members 
Mstep: Class 12 contains 173457 members 
Mstep: Class 14 contains 83357 members 
Mstep: Class 15 contains 215575 members 
Mstep: Class 16 contains 9948 members 
Mstep: Class 17 contains 9278 members 
Mstep: Class 19 contains 15687 members 
Mstep: Class 20 contains 158640 members 
Mstep: Class 21 contains 1804 members 
Mstep: Class 22 contains 128660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922584.000000 Penalty: 38861.996094
Iteration 176Q: 18 clusters Score -1.279226e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 7495 members 
Mstep: Class 3 contains 2718 members 
Mstep: Class 4 contains 150924 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 150100 members 
Mstep: Class 11 contains 132840 members 
Mstep: Class 12 contains 173417 members 
Mstep: Class 14 contains 83433 members 
Mstep: Class 15 contains 215454 members 
Mstep: Class 16 contains 9945 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 19 contains 15926 members 
Mstep: Class 20 contains 158672 members 
Mstep: Class 21 contains 1801 members 
Mstep: Class 22 contains 128663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922816.000000 Penalty: 38861.996094
Iteration 177Q: 18 clusters Score -1.279228e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 7501 members 
Mstep: Class 3 contains 2720 members 
Mstep: Class 4 contains 150899 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 150062 members 
Mstep: Class 11 contains 132835 members 
Mstep: Class 12 contains 173340 members 
Mstep: Class 14 contains 83506 members 
Mstep: Class 15 contains 215320 members 
Mstep: Class 16 contains 9946 members 
Mstep: Class 17 contains 9107 members 
Mstep: Class 19 contains 16184 members 
Mstep: Class 20 contains 158703 members 
Mstep: Class 21 contains 1804 members 
Mstep: Class 22 contains 128657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922976.000000 Penalty: 38861.996094
Iteration 178Q: 18 clusters Score -1.27923e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 7504 members 
Mstep: Class 3 contains 2718 members 
Mstep: Class 4 contains 150879 members 
Mstep: Class 5 contains 5640 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 149995 members 
Mstep: Class 11 contains 132825 members 
Mstep: Class 12 contains 173262 members 
Mstep: Class 14 contains 83559 members 
Mstep: Class 15 contains 215215 members 
Mstep: Class 16 contains 9951 members 
Mstep: Class 17 contains 9033 members 
Mstep: Class 19 contains 16431 members 
Mstep: Class 20 contains 158737 members 
Mstep: Class 21 contains 1810 members 
Mstep: Class 22 contains 128662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127922944.000000 Penalty: 38861.996094
Iteration 179Q: 18 clusters Score -1.279229e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 7509 members 
Mstep: Class 3 contains 2719 members 
Mstep: Class 4 contains 150866 members 
Mstep: Class 5 contains 5643 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 149923 members 
Mstep: Class 11 contains 132820 members 
Mstep: Class 12 contains 173189 members 
Mstep: Class 14 contains 83653 members 
Mstep: Class 15 contains 215081 members 
Mstep: Class 16 contains 9951 members 
Mstep: Class 17 contains 8962 members 
Mstep: Class 19 contains 16656 members 
Mstep: Class 20 contains 158759 members 
Mstep: Class 21 contains 1816 members 
Mstep: Class 22 contains 128669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923048.000000 Penalty: 38861.996094
Iteration 180F: 18 clusters Score -1.27923e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 7521 members 
Mstep: Class 3 contains 2720 members 
Mstep: Class 4 contains 150842 members 
Mstep: Class 5 contains 5644 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 149849 members 
Mstep: Class 11 contains 132811 members 
Mstep: Class 12 contains 173098 members 
Mstep: Class 14 contains 83721 members 
Mstep: Class 15 contains 214952 members 
Mstep: Class 16 contains 9960 members 
Mstep: Class 17 contains 8879 members 
Mstep: Class 19 contains 16909 members 
Mstep: Class 20 contains 158789 members 
Mstep: Class 21 contains 1819 members 
Mstep: Class 22 contains 128697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923144.000000 Penalty: 38861.996094
Iteration 181Q: 18 clusters Score -1.279231e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 7528 members 
Mstep: Class 3 contains 2721 members 
Mstep: Class 4 contains 150831 members 
Mstep: Class 5 contains 5647 members 
Mstep: Class 8 contains 3941 members 
Mstep: Class 9 contains 149749 members 
Mstep: Class 11 contains 132807 members 
Mstep: Class 12 contains 173029 members 
Mstep: Class 14 contains 83788 members 
Mstep: Class 15 contains 214842 members 
Mstep: Class 16 contains 9970 members 
Mstep: Class 17 contains 8816 members 
Mstep: Class 19 contains 17155 members 
Mstep: Class 20 contains 158797 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 128711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923144.000000 Penalty: 38861.996094
Iteration 182Q: 18 clusters Score -1.279231e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 2725 members 
Mstep: Class 4 contains 150809 members 
Mstep: Class 5 contains 5652 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 149650 members 
Mstep: Class 11 contains 132796 members 
Mstep: Class 12 contains 172993 members 
Mstep: Class 14 contains 83849 members 
Mstep: Class 15 contains 214714 members 
Mstep: Class 16 contains 9979 members 
Mstep: Class 17 contains 8749 members 
Mstep: Class 19 contains 17395 members 
Mstep: Class 20 contains 158827 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 128712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923352.000000 Penalty: 38861.996094
Iteration 183Q: 18 clusters Score -1.279234e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 7543 members 
Mstep: Class 3 contains 2730 members 
Mstep: Class 4 contains 150800 members 
Mstep: Class 5 contains 5660 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 149566 members 
Mstep: Class 11 contains 132788 members 
Mstep: Class 12 contains 172936 members 
Mstep: Class 14 contains 83918 members 
Mstep: Class 15 contains 214590 members 
Mstep: Class 16 contains 9990 members 
Mstep: Class 17 contains 8676 members 
Mstep: Class 19 contains 17625 members 
Mstep: Class 20 contains 158838 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 128726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923336.000000 Penalty: 38861.996094
Iteration 184Q: 18 clusters Score -1.279233e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 7548 members 
Mstep: Class 3 contains 2737 members 
Mstep: Class 4 contains 150777 members 
Mstep: Class 5 contains 5668 members 
Mstep: Class 8 contains 3943 members 
Mstep: Class 9 contains 149499 members 
Mstep: Class 11 contains 132793 members 
Mstep: Class 12 contains 172911 members 
Mstep: Class 14 contains 83969 members 
Mstep: Class 15 contains 214459 members 
Mstep: Class 16 contains 9994 members 
Mstep: Class 17 contains 8595 members 
Mstep: Class 19 contains 17849 members 
Mstep: Class 20 contains 158848 members 
Mstep: Class 21 contains 1837 members 
Mstep: Class 22 contains 128736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923328.000000 Penalty: 38861.996094
Iteration 185Q: 18 clusters Score -1.279233e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 7557 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 150762 members 
Mstep: Class 5 contains 5671 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 149401 members 
Mstep: Class 11 contains 132798 members 
Mstep: Class 12 contains 172884 members 
Mstep: Class 14 contains 84049 members 
Mstep: Class 15 contains 214335 members 
Mstep: Class 16 contains 10001 members 
Mstep: Class 17 contains 8515 members 
Mstep: Class 19 contains 18055 members 
Mstep: Class 20 contains 158856 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 128755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923360.000000 Penalty: 38861.996094
Iteration 186Q: 18 clusters Score -1.279234e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 7563 members 
Mstep: Class 3 contains 2742 members 
Mstep: Class 4 contains 150756 members 
Mstep: Class 5 contains 5675 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 149299 members 
Mstep: Class 11 contains 132793 members 
Mstep: Class 12 contains 172874 members 
Mstep: Class 14 contains 84097 members 
Mstep: Class 15 contains 214199 members 
Mstep: Class 16 contains 10014 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 19 contains 18272 members 
Mstep: Class 20 contains 158869 members 
Mstep: Class 21 contains 1839 members 
Mstep: Class 22 contains 128783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923248.000000 Penalty: 38861.996094
Iteration 187Q: 18 clusters Score -1.279232e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 7563 members 
Mstep: Class 3 contains 2742 members 
Mstep: Class 4 contains 150748 members 
Mstep: Class 5 contains 5677 members 
Mstep: Class 8 contains 3934 members 
Mstep: Class 9 contains 149209 members 
Mstep: Class 11 contains 132791 members 
Mstep: Class 12 contains 172863 members 
Mstep: Class 14 contains 84165 members 
Mstep: Class 15 contains 214063 members 
Mstep: Class 16 contains 10026 members 
Mstep: Class 17 contains 8371 members 
Mstep: Class 19 contains 18482 members 
Mstep: Class 20 contains 158874 members 
Mstep: Class 21 contains 1829 members 
Mstep: Class 22 contains 128809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923472.000000 Penalty: 38861.996094
Iteration 188Q: 18 clusters Score -1.279235e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 7563 members 
Mstep: Class 3 contains 2741 members 
Mstep: Class 4 contains 150737 members 
Mstep: Class 5 contains 5689 members 
Mstep: Class 8 contains 3931 members 
Mstep: Class 9 contains 149103 members 
Mstep: Class 11 contains 132788 members 
Mstep: Class 12 contains 172860 members 
Mstep: Class 14 contains 84264 members 
Mstep: Class 15 contains 213903 members 
Mstep: Class 16 contains 10039 members 
Mstep: Class 17 contains 8298 members 
Mstep: Class 19 contains 18684 members 
Mstep: Class 20 contains 158882 members 
Mstep: Class 21 contains 1826 members 
Mstep: Class 22 contains 128844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923232.000000 Penalty: 38861.996094
Iteration 189Q: 18 clusters Score -1.279232e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 7564 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 150712 members 
Mstep: Class 5 contains 5693 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 149011 members 
Mstep: Class 11 contains 132779 members 
Mstep: Class 12 contains 172830 members 
Mstep: Class 14 contains 84352 members 
Mstep: Class 15 contains 213736 members 
Mstep: Class 16 contains 10055 members 
Mstep: Class 17 contains 8253 members 
Mstep: Class 19 contains 18896 members 
Mstep: Class 20 contains 158890 members 
Mstep: Class 21 contains 1826 members 
Mstep: Class 22 contains 128892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923408.000000 Penalty: 38861.996094
Iteration 190Q: 18 clusters Score -1.279234e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 7566 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 150686 members 
Mstep: Class 5 contains 5700 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 148927 members 
Mstep: Class 11 contains 132790 members 
Mstep: Class 12 contains 172772 members 
Mstep: Class 14 contains 84409 members 
Mstep: Class 15 contains 213585 members 
Mstep: Class 16 contains 10064 members 
Mstep: Class 17 contains 8194 members 
Mstep: Class 19 contains 19117 members 
Mstep: Class 20 contains 158901 members 
Mstep: Class 21 contains 1821 members 
Mstep: Class 22 contains 128957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923440.000000 Penalty: 38861.996094
Iteration 191Q: 18 clusters Score -1.279234e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 7567 members 
Mstep: Class 3 contains 2742 members 
Mstep: Class 4 contains 150679 members 
Mstep: Class 5 contains 5711 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 148826 members 
Mstep: Class 11 contains 132799 members 
Mstep: Class 12 contains 172675 members 
Mstep: Class 14 contains 84508 members 
Mstep: Class 15 contains 213422 members 
Mstep: Class 16 contains 10071 members 
Mstep: Class 17 contains 8155 members 
Mstep: Class 19 contains 19332 members 
Mstep: Class 20 contains 158914 members 
Mstep: Class 21 contains 1820 members 
Mstep: Class 22 contains 129019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923304.000000 Penalty: 38861.996094
Iteration 192Q: 18 clusters Score -1.279233e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 7571 members 
Mstep: Class 3 contains 2744 members 
Mstep: Class 4 contains 150674 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 148690 members 
Mstep: Class 11 contains 132803 members 
Mstep: Class 12 contains 172586 members 
Mstep: Class 14 contains 84595 members 
Mstep: Class 15 contains 213247 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 8102 members 
Mstep: Class 19 contains 19589 members 
Mstep: Class 20 contains 158924 members 
Mstep: Class 21 contains 1818 members 
Mstep: Class 22 contains 129087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923464.000000 Penalty: 38861.996094
Iteration 193Q: 18 clusters Score -1.279235e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 7583 members 
Mstep: Class 3 contains 2745 members 
Mstep: Class 4 contains 150664 members 
Mstep: Class 5 contains 5736 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 148524 members 
Mstep: Class 11 contains 132808 members 
Mstep: Class 12 contains 172464 members 
Mstep: Class 14 contains 84704 members 
Mstep: Class 15 contains 213088 members 
Mstep: Class 16 contains 10101 members 
Mstep: Class 17 contains 8049 members 
Mstep: Class 19 contains 19862 members 
Mstep: Class 20 contains 158948 members 
Mstep: Class 21 contains 1816 members 
Mstep: Class 22 contains 129151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923528.000000 Penalty: 38861.996094
Iteration 194Q: 18 clusters Score -1.279235e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 7584 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 150686 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 148368 members 
Mstep: Class 11 contains 132815 members 
Mstep: Class 12 contains 172344 members 
Mstep: Class 14 contains 84806 members 
Mstep: Class 15 contains 212932 members 
Mstep: Class 16 contains 10108 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 19 contains 20135 members 
Mstep: Class 20 contains 158966 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 129203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923720.000000 Penalty: 38861.996094
Iteration 195Q: 18 clusters Score -1.279237e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 7583 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 150712 members 
Mstep: Class 5 contains 5757 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 148233 members 
Mstep: Class 11 contains 132826 members 
Mstep: Class 12 contains 172232 members 
Mstep: Class 14 contains 84924 members 
Mstep: Class 15 contains 212774 members 
Mstep: Class 16 contains 10113 members 
Mstep: Class 17 contains 7938 members 
Mstep: Class 19 contains 20369 members 
Mstep: Class 20 contains 158959 members 
Mstep: Class 21 contains 1815 members 
Mstep: Class 22 contains 129266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127923856.000000 Penalty: 38861.996094
Iteration 196Q: 18 clusters Score -1.279239e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 7579 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 150703 members 
Mstep: Class 5 contains 5764 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 148085 members 
Mstep: Class 11 contains 132822 members 
Mstep: Class 12 contains 172185 members 
Mstep: Class 14 contains 85014 members 
Mstep: Class 15 contains 212623 members 
Mstep: Class 16 contains 10128 members 
Mstep: Class 17 contains 7898 members 
Mstep: Class 19 contains 20570 members 
Mstep: Class 20 contains 158971 members 
Mstep: Class 21 contains 1814 members 
Mstep: Class 22 contains 129334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924120.000000 Penalty: 38861.996094
Iteration 197Q: 18 clusters Score -1.279241e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 7575 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 150682 members 
Mstep: Class 5 contains 5770 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 147911 members 
Mstep: Class 11 contains 132819 members 
Mstep: Class 12 contains 172157 members 
Mstep: Class 14 contains 85159 members 
Mstep: Class 15 contains 212504 members 
Mstep: Class 16 contains 10129 members 
Mstep: Class 17 contains 7857 members 
Mstep: Class 19 contains 20760 members 
Mstep: Class 20 contains 158969 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 129390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924112.000000 Penalty: 38861.996094
Iteration 198Q: 18 clusters Score -1.279241e+08 nChanged 990
Entering ConstructFrom: 
Score: -127924112.000000 Penalty: 38861.996094
Entering ConstructFrom: 
Trying to split cluster 1 (36630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Entering Unmasked Estep 
Score: -3585331.750000 Penalty: 1707.651245
	Iteration 0F: 2 clusters Score -3585332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -3560880.000000 Penalty: 3415.302490
	Iteration 0F: 3 clusters Score -3560880 nChanged 16976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -3570605.500000 Penalty: 3415.302490
	Iteration 1F: 3 clusters Score -3570606 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3571175.750000 Penalty: 3415.302490
	Iteration 2Q: 3 clusters Score -3571176 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -3571763.000000 Penalty: 3415.302490
	Iteration 3Q: 3 clusters Score -3571763 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -3572466.500000 Penalty: 3415.302490
	Iteration 4Q: 3 clusters Score -3572466 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -3573369.000000 Penalty: 3415.302490
	Iteration 5F: 3 clusters Score -3573369 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -3574347.000000 Penalty: 3415.302490
	Iteration 6F: 3 clusters Score -3574347 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -3575289.250000 Penalty: 3415.302490
	Iteration 7F: 3 clusters Score -3575289 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -3576163.750000 Penalty: 3415.302490
	Iteration 8F: 3 clusters Score -3576164 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3576961.250000 Penalty: 3415.302490
	Iteration 9Q: 3 clusters Score -3576961 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -3577750.500000 Penalty: 3415.302490
	Iteration 10Q: 3 clusters Score -3577750 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -3578591.500000 Penalty: 3415.302490
	Iteration 11Q: 3 clusters Score -3578592 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -3579485.750000 Penalty: 3415.302490
	Iteration 12Q: 3 clusters Score -3579486 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -3580371.250000 Penalty: 3415.302490
	Iteration 13Q: 3 clusters Score -3580371 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -3581279.750000 Penalty: 3415.302490
	Iteration 14Q: 3 clusters Score -3581280 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -3582084.500000 Penalty: 3415.302490
	Iteration 15Q: 3 clusters Score -3582084 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -3582690.750000 Penalty: 3415.302490
	Iteration 16Q: 3 clusters Score -3582691 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -3583076.750000 Penalty: 3415.302490
	Iteration 17Q: 3 clusters Score -3583077 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -3583348.000000 Penalty: 3415.302490
	Iteration 18Q: 3 clusters Score -3583348 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -3583534.250000 Penalty: 3415.302490
	Iteration 19Q: 3 clusters Score -3583534 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -3583659.000000 Penalty: 3415.302490
	Iteration 20F: 3 clusters Score -3583659 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -3583734.750000 Penalty: 3415.302490
	Iteration 21Q: 3 clusters Score -3583735 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -3583800.500000 Penalty: 3415.302490
	Iteration 22Q: 3 clusters Score -3583800 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -3583848.750000 Penalty: 3415.302490
	Iteration 23Q: 3 clusters Score -3583849 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -3583883.500000 Penalty: 3415.302490
	Iteration 24Q: 3 clusters Score -3583884 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -3583882.750000 Penalty: 3415.302490
	Iteration 25Q: 3 clusters Score -3583883 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -3583910.750000 Penalty: 3415.302490
	Iteration 26Q: 3 clusters Score -3583911 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -3583909.000000 Penalty: 3415.302490
	Iteration 27Q: 3 clusters Score -3583909 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -3583920.250000 Penalty: 3415.302490
	Iteration 28Q: 3 clusters Score -3583920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -3583923.250000 Penalty: 3415.302490
	Iteration 29Q: 3 clusters Score -3583923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -3583931.500000 Penalty: 3415.302490
	Iteration 30Q: 3 clusters Score -3583932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -3583931.750000 Penalty: 3415.302490
	Iteration 31Q: 3 clusters Score -3583932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -3583924.250000 Penalty: 3415.302490
	Iteration 32Q: 3 clusters Score -3583924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -3583923.500000 Penalty: 3415.302490
	Iteration 33Q: 3 clusters Score -3583924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -3583927.000000 Penalty: 3415.302490
	Iteration 34Q: 3 clusters Score -3583927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -3583926.750000 Penalty: 3415.302490
	Iteration 35Q: 3 clusters Score -3583927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -3583920.250000 Penalty: 3415.302490
	Iteration 36Q: 3 clusters Score -3583920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -3583927.250000 Penalty: 3415.302490
	Iteration 37Q: 3 clusters Score -3583927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -3583922.000000 Penalty: 3415.302490
	Iteration 38Q: 3 clusters Score -3583922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -3583924.250000 Penalty: 3415.302490
	Iteration 39Q: 3 clusters Score -3583924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -3583924.250000 Penalty: 3415.302490
	Iteration 40F: 3 clusters Score -3583924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Entering Unmasked Estep 
Score: -787746.312500 Penalty: 1451.613159
	Iteration 0F: 2 clusters Score -787746.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -782138.375000 Penalty: 2903.226318
	Iteration 0F: 3 clusters Score -782138.4 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -783840.750000 Penalty: 2903.226318
	Iteration 1F: 3 clusters Score -783840.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -784064.750000 Penalty: 2903.226318
	Iteration 2F: 3 clusters Score -784064.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -784242.250000 Penalty: 2903.226318
	Iteration 3F: 3 clusters Score -784242.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -784419.437500 Penalty: 2903.226318
	Iteration 4Q: 3 clusters Score -784419.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -784604.875000 Penalty: 2903.226318
	Iteration 5Q: 3 clusters Score -784604.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -784809.937500 Penalty: 2903.226318
	Iteration 6Q: 3 clusters Score -784809.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -785068.875000 Penalty: 2903.226318
	Iteration 7Q: 3 clusters Score -785068.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -785351.437500 Penalty: 2903.226318
	Iteration 8Q: 3 clusters Score -785351.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -785614.812500 Penalty: 2903.226318
	Iteration 9Q: 3 clusters Score -785614.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -785845.437500 Penalty: 2903.226318
	Iteration 10Q: 3 clusters Score -785845.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -786013.750000 Penalty: 2903.226318
	Iteration 11Q: 3 clusters Score -786013.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -786139.750000 Penalty: 2903.226318
	Iteration 12Q: 3 clusters Score -786139.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -786218.687500 Penalty: 2903.226318
	Iteration 13Q: 3 clusters Score -786218.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -786264.937500 Penalty: 2903.226318
	Iteration 14Q: 3 clusters Score -786264.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -786307.625000 Penalty: 2903.226318
	Iteration 15Q: 3 clusters Score -786307.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -786350.937500 Penalty: 2903.226318
	Iteration 16Q: 3 clusters Score -786350.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -786383.625000 Penalty: 2903.226318
	Iteration 17Q: 3 clusters Score -786383.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -786413.937500 Penalty: 2903.226318
	Iteration 18Q: 3 clusters Score -786413.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -786438.000000 Penalty: 2903.226318
	Iteration 19Q: 3 clusters Score -786438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -786459.937500 Penalty: 2903.226318
	Iteration 20F: 3 clusters Score -786459.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -786471.875000 Penalty: 2903.226318
	Iteration 21Q: 3 clusters Score -786471.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -786481.187500 Penalty: 2903.226318
	Iteration 22Q: 3 clusters Score -786481.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -786484.937500 Penalty: 2903.226318
	Iteration 23Q: 3 clusters Score -786484.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -786490.687500 Penalty: 2903.226318
	Iteration 24Q: 3 clusters Score -786490.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -786495.875000 Penalty: 2903.226318
	Iteration 25Q: 3 clusters Score -786495.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -786506.000000 Penalty: 2903.226318
	Iteration 26Q: 3 clusters Score -786506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -786513.375000 Penalty: 2903.226318
	Iteration 27Q: 3 clusters Score -786513.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -786518.437500 Penalty: 2903.226318
	Iteration 28Q: 3 clusters Score -786518.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -786519.875000 Penalty: 2903.226318
	Iteration 29Q: 3 clusters Score -786519.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -786522.562500 Penalty: 2903.226318
	Iteration 30Q: 3 clusters Score -786522.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -786523.812500 Penalty: 2903.226318
	Iteration 31Q: 3 clusters Score -786523.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -786523.812500 Penalty: 2903.226318
	Iteration 32F: 3 clusters Score -786523.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Entering Unmasked Estep 
Score: -241463.609375 Penalty: 1286.421997
	Iteration 0F: 2 clusters Score -241463.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -238923.703125 Penalty: 2572.843994
	Iteration 0F: 3 clusters Score -238923.7 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -239646.812500 Penalty: 2572.843994
	Iteration 1F: 3 clusters Score -239646.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -239821.437500 Penalty: 2572.843994
	Iteration 2F: 3 clusters Score -239821.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -239933.218750 Penalty: 2572.843994
	Iteration 3F: 3 clusters Score -239933.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -240007.421875 Penalty: 2572.843994
	Iteration 4Q: 3 clusters Score -240007.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -240059.484375 Penalty: 2572.843994
	Iteration 5Q: 3 clusters Score -240059.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -240101.515625 Penalty: 2572.843994
	Iteration 6Q: 3 clusters Score -240101.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -240137.046875 Penalty: 2572.843994
	Iteration 7Q: 3 clusters Score -240137 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -240171.375000 Penalty: 2572.843994
	Iteration 8Q: 3 clusters Score -240171.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -240208.187500 Penalty: 2572.843994
	Iteration 9Q: 3 clusters Score -240208.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -240238.171875 Penalty: 2572.843994
	Iteration 10Q: 3 clusters Score -240238.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -240260.859375 Penalty: 2572.843994
	Iteration 11Q: 3 clusters Score -240260.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -240290.500000 Penalty: 2572.843994
	Iteration 12Q: 3 clusters Score -240290.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -240332.390625 Penalty: 2572.843994
	Iteration 13Q: 3 clusters Score -240332.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -240373.546875 Penalty: 2572.843994
	Iteration 14Q: 3 clusters Score -240373.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -240417.093750 Penalty: 2572.843994
	Iteration 15Q: 3 clusters Score -240417.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -240468.453125 Penalty: 2572.843994
	Iteration 16Q: 3 clusters Score -240468.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -240526.406250 Penalty: 2572.843994
	Iteration 17Q: 3 clusters Score -240526.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -240588.375000 Penalty: 2572.843994
	Iteration 18Q: 3 clusters Score -240588.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -240629.359375 Penalty: 2572.843994
	Iteration 19Q: 3 clusters Score -240629.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -240657.140625 Penalty: 2572.843994
	Iteration 20F: 3 clusters Score -240657.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -240669.437500 Penalty: 2572.843994
	Iteration 21Q: 3 clusters Score -240669.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -240678.921875 Penalty: 2572.843994
	Iteration 22Q: 3 clusters Score -240678.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -240688.734375 Penalty: 2572.843994
	Iteration 23Q: 3 clusters Score -240688.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -240701.250000 Penalty: 2572.843994
	Iteration 24Q: 3 clusters Score -240701.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -240711.515625 Penalty: 2572.843994
	Iteration 25Q: 3 clusters Score -240711.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -240723.203125 Penalty: 2572.843994
	Iteration 26Q: 3 clusters Score -240723.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -240736.312500 Penalty: 2572.843994
	Iteration 27Q: 3 clusters Score -240736.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -240744.125000 Penalty: 2572.843994
	Iteration 28Q: 3 clusters Score -240744.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -240749.531250 Penalty: 2572.843994
	Iteration 29Q: 3 clusters Score -240749.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -240756.640625 Penalty: 2572.843994
	Iteration 30Q: 3 clusters Score -240756.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -240763.281250 Penalty: 2572.843994
	Iteration 31Q: 3 clusters Score -240763.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -240768.343750 Penalty: 2572.843994
	Iteration 32Q: 3 clusters Score -240768.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -240772.562500 Penalty: 2572.843994
	Iteration 33Q: 3 clusters Score -240772.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -240777.390625 Penalty: 2572.843994
	Iteration 34Q: 3 clusters Score -240777.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -240782.265625 Penalty: 2572.843994
	Iteration 35Q: 3 clusters Score -240782.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -240786.250000 Penalty: 2572.843994
	Iteration 36Q: 3 clusters Score -240786.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -240789.406250 Penalty: 2572.843994
	Iteration 37Q: 3 clusters Score -240789.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -240793.031250 Penalty: 2572.843994
	Iteration 38Q: 3 clusters Score -240793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -240794.953125 Penalty: 2572.843994
	Iteration 39Q: 3 clusters Score -240795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -240795.734375 Penalty: 2572.843994
	Iteration 40F: 3 clusters Score -240795.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -240797.250000 Penalty: 2572.843994
	Iteration 41Q: 3 clusters Score -240797.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -240798.125000 Penalty: 2572.843994
	Iteration 42Q: 3 clusters Score -240798.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -240798.125000 Penalty: 2572.843994
	Iteration 43F: 3 clusters Score -240798.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (150666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150666 members 
Entering Unmasked Estep 
Score: -15333214.000000 Penalty: 1937.458374
	Iteration 0F: 2 clusters Score -1.533321e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75330 members 
Mstep: Class 2 contains 75336 members 
Entering Unmasked Estep 
Score: -15232750.000000 Penalty: 3874.916748
	Iteration 0F: 3 clusters Score -1.523275e+07 nChanged 72531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75991 members 
Mstep: Class 2 contains 74675 members 
Entering Unmasked Estep 
Score: -15275056.000000 Penalty: 3874.916748
	Iteration 1F: 3 clusters Score -1.527506e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 74706 members 
Entering Unmasked Estep 
Score: -15275943.000000 Penalty: 3874.916748
	Iteration 2Q: 3 clusters Score -1.527594e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75865 members 
Mstep: Class 2 contains 74801 members 
Entering Unmasked Estep 
Score: -15276839.000000 Penalty: 3874.916748
	Iteration 3Q: 3 clusters Score -1.527684e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75642 members 
Mstep: Class 2 contains 75024 members 
Entering Unmasked Estep 
Score: -15278098.000000 Penalty: 3874.916748
	Iteration 4Q: 3 clusters Score -1.52781e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75291 members 
Mstep: Class 2 contains 75375 members 
Entering Unmasked Estep 
Score: -15279291.000000 Penalty: 3874.916748
	Iteration 5Q: 3 clusters Score -1.527929e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
Score: -15281180.000000 Penalty: 3874.916748
	Iteration 6Q: 3 clusters Score -1.528118e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74790 members 
Mstep: Class 2 contains 75876 members 
Entering Unmasked Estep 
Score: -15283349.000000 Penalty: 3874.916748
	Iteration 7Q: 3 clusters Score -1.528335e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 75848 members 
Entering Unmasked Estep 
Score: -15285901.000000 Penalty: 3874.916748
	Iteration 8Q: 3 clusters Score -1.52859e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75038 members 
Mstep: Class 2 contains 75628 members 
Entering Unmasked Estep 
Score: -15289414.000000 Penalty: 3874.916748
	Iteration 9Q: 3 clusters Score -1.528941e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 75291 members 
Entering Unmasked Estep 
Score: -15294284.000000 Penalty: 3874.916748
	Iteration 10F: 3 clusters Score -1.529428e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75547 members 
Mstep: Class 2 contains 75119 members 
Entering Unmasked Estep 
Score: -15300088.000000 Penalty: 3874.916748
	Iteration 11F: 3 clusters Score -1.530009e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75601 members 
Mstep: Class 2 contains 75065 members 
Entering Unmasked Estep 
Score: -15304286.000000 Penalty: 3874.916748
	Iteration 12F: 3 clusters Score -1.530429e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 75145 members 
Entering Unmasked Estep 
Score: -15306125.000000 Penalty: 3874.916748
	Iteration 13Q: 3 clusters Score -1.530612e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75378 members 
Mstep: Class 2 contains 75288 members 
Entering Unmasked Estep 
Score: -15306719.000000 Penalty: 3874.916748
	Iteration 14Q: 3 clusters Score -1.530672e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75285 members 
Mstep: Class 2 contains 75381 members 
Entering Unmasked Estep 
Score: -15306950.000000 Penalty: 3874.916748
	Iteration 15Q: 3 clusters Score -1.530695e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75217 members 
Mstep: Class 2 contains 75449 members 
Entering Unmasked Estep 
Score: -15307292.000000 Penalty: 3874.916748
	Iteration 16Q: 3 clusters Score -1.530729e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75139 members 
Mstep: Class 2 contains 75527 members 
Entering Unmasked Estep 
Score: -15307456.000000 Penalty: 3874.916748
	Iteration 17Q: 3 clusters Score -1.530746e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75030 members 
Mstep: Class 2 contains 75636 members 
Entering Unmasked Estep 
Score: -15307651.000000 Penalty: 3874.916748
	Iteration 18Q: 3 clusters Score -1.530765e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74911 members 
Mstep: Class 2 contains 75755 members 
Entering Unmasked Estep 
Score: -15307722.000000 Penalty: 3874.916748
	Iteration 19Q: 3 clusters Score -1.530772e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74771 members 
Mstep: Class 2 contains 75895 members 
Entering Unmasked Estep 
Score: -15307944.000000 Penalty: 3874.916748
	Iteration 20F: 3 clusters Score -1.530794e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74632 members 
Mstep: Class 2 contains 76034 members 
Entering Unmasked Estep 
Score: -15308184.000000 Penalty: 3874.916748
	Iteration 21Q: 3 clusters Score -1.530818e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74415 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -15308462.000000 Penalty: 3874.916748
	Iteration 22Q: 3 clusters Score -1.530846e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 76519 members 
Entering Unmasked Estep 
Score: -15308691.000000 Penalty: 3874.916748
	Iteration 23Q: 3 clusters Score -1.530869e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73819 members 
Mstep: Class 2 contains 76847 members 
Entering Unmasked Estep 
Score: -15308908.000000 Penalty: 3874.916748
	Iteration 24Q: 3 clusters Score -1.530891e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73464 members 
Mstep: Class 2 contains 77202 members 
Entering Unmasked Estep 
Score: -15309126.000000 Penalty: 3874.916748
	Iteration 25Q: 3 clusters Score -1.530913e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73106 members 
Mstep: Class 2 contains 77560 members 
Entering Unmasked Estep 
Score: -15309249.000000 Penalty: 3874.916748
	Iteration 26Q: 3 clusters Score -1.530925e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72736 members 
Mstep: Class 2 contains 77930 members 
Entering Unmasked Estep 
Score: -15309435.000000 Penalty: 3874.916748
	Iteration 27Q: 3 clusters Score -1.530944e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72370 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -15309565.000000 Penalty: 3874.916748
	Iteration 28Q: 3 clusters Score -1.530956e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72018 members 
Mstep: Class 2 contains 78648 members 
Entering Unmasked Estep 
Score: -15309710.000000 Penalty: 3874.916748
	Iteration 29Q: 3 clusters Score -1.530971e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 79086 members 
Entering Unmasked Estep 
Score: -15309883.000000 Penalty: 3874.916748
	Iteration 30Q: 3 clusters Score -1.530988e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71111 members 
Mstep: Class 2 contains 79555 members 
Entering Unmasked Estep 
Score: -15310165.000000 Penalty: 3874.916748
	Iteration 31Q: 3 clusters Score -1.531016e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70636 members 
Mstep: Class 2 contains 80030 members 
Entering Unmasked Estep 
Score: -15310311.000000 Penalty: 3874.916748
	Iteration 32Q: 3 clusters Score -1.531031e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70164 members 
Mstep: Class 2 contains 80502 members 
Entering Unmasked Estep 
Score: -15310493.000000 Penalty: 3874.916748
	Iteration 33Q: 3 clusters Score -1.531049e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 80999 members 
Entering Unmasked Estep 
Score: -15310682.000000 Penalty: 3874.916748
	Iteration 34Q: 3 clusters Score -1.531068e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69139 members 
Mstep: Class 2 contains 81527 members 
Entering Unmasked Estep 
Score: -15310872.000000 Penalty: 3874.916748
	Iteration 35Q: 3 clusters Score -1.531087e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 82082 members 
Entering Unmasked Estep 
Score: -15310972.000000 Penalty: 3874.916748
	Iteration 36Q: 3 clusters Score -1.531097e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67980 members 
Mstep: Class 2 contains 82686 members 
Entering Unmasked Estep 
Score: -15311274.000000 Penalty: 3874.916748
	Iteration 37Q: 3 clusters Score -1.531127e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67339 members 
Mstep: Class 2 contains 83327 members 
Entering Unmasked Estep 
Score: -15311544.000000 Penalty: 3874.916748
	Iteration 38Q: 3 clusters Score -1.531154e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66683 members 
Mstep: Class 2 contains 83983 members 
Entering Unmasked Estep 
Score: -15311670.000000 Penalty: 3874.916748
	Iteration 39Q: 3 clusters Score -1.531167e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 84684 members 
Entering Unmasked Estep 
Score: -15311997.000000 Penalty: 3874.916748
	Iteration 40F: 3 clusters Score -1.5312e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 85394 members 
Entering Unmasked Estep 
Score: -15312264.000000 Penalty: 3874.916748
	Iteration 41Q: 3 clusters Score -1.531226e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64572 members 
Mstep: Class 2 contains 86094 members 
Entering Unmasked Estep 
Score: -15312425.000000 Penalty: 3874.916748
	Iteration 42Q: 3 clusters Score -1.531242e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 86842 members 
Entering Unmasked Estep 
Score: -15312721.000000 Penalty: 3874.916748
	Iteration 43Q: 3 clusters Score -1.531272e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63082 members 
Mstep: Class 2 contains 87584 members 
Entering Unmasked Estep 
Score: -15312833.000000 Penalty: 3874.916748
	Iteration 44Q: 3 clusters Score -1.531283e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62307 members 
Mstep: Class 2 contains 88359 members 
Entering Unmasked Estep 
Score: -15313112.000000 Penalty: 3874.916748
	Iteration 45Q: 3 clusters Score -1.531311e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 89143 members 
Entering Unmasked Estep 
Score: -15313272.000000 Penalty: 3874.916748
	Iteration 46Q: 3 clusters Score -1.531327e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 89927 members 
Entering Unmasked Estep 
Score: -15313448.000000 Penalty: 3874.916748
	Iteration 47Q: 3 clusters Score -1.531345e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59864 members 
Mstep: Class 2 contains 90802 members 
Entering Unmasked Estep 
Score: -15313649.000000 Penalty: 3874.916748
	Iteration 48Q: 3 clusters Score -1.531365e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 91688 members 
Entering Unmasked Estep 
Score: -15313847.000000 Penalty: 3874.916748
	Iteration 49Q: 3 clusters Score -1.531385e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 92569 members 
Entering Unmasked Estep 
Score: -15314005.000000 Penalty: 3874.916748
	Iteration 50Q: 3 clusters Score -1.5314e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 93490 members 
Entering Unmasked Estep 
Score: -15314176.000000 Penalty: 3874.916748
	Iteration 51Q: 3 clusters Score -1.531418e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 94460 members 
Entering Unmasked Estep 
Score: -15314312.000000 Penalty: 3874.916748
	Iteration 52Q: 3 clusters Score -1.531431e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55148 members 
Mstep: Class 2 contains 95518 members 
Entering Unmasked Estep 
Score: -15314552.000000 Penalty: 3874.916748
	Iteration 53Q: 3 clusters Score -1.531455e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 96595 members 
Entering Unmasked Estep 
Score: -15314759.000000 Penalty: 3874.916748
	Iteration 54Q: 3 clusters Score -1.531476e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 97747 members 
Entering Unmasked Estep 
Score: -15314923.000000 Penalty: 3874.916748
	Iteration 55Q: 3 clusters Score -1.531492e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 98960 members 
Entering Unmasked Estep 
Score: -15315117.000000 Penalty: 3874.916748
	Iteration 56Q: 3 clusters Score -1.531512e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50463 members 
Mstep: Class 2 contains 100203 members 
Entering Unmasked Estep 
Score: -15315261.000000 Penalty: 3874.916748
	Iteration 57Q: 3 clusters Score -1.531526e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 101560 members 
Entering Unmasked Estep 
Score: -15315409.000000 Penalty: 3874.916748
	Iteration 58Q: 3 clusters Score -1.531541e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 102931 members 
Entering Unmasked Estep 
Score: -15315731.000000 Penalty: 3874.916748
	Iteration 59Q: 3 clusters Score -1.531573e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 104375 members 
Entering Unmasked Estep 
Score: -15315925.000000 Penalty: 3874.916748
	Iteration 60F: 3 clusters Score -1.531592e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 105871 members 
Entering Unmasked Estep 
Score: -15316202.000000 Penalty: 3874.916748
	Iteration 61Q: 3 clusters Score -1.53162e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 107443 members 
Entering Unmasked Estep 
Score: -15316478.000000 Penalty: 3874.916748
	Iteration 62Q: 3 clusters Score -1.531648e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 109119 members 
Entering Unmasked Estep 
Score: -15316887.000000 Penalty: 3874.916748
	Iteration 63Q: 3 clusters Score -1.531689e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 110859 members 
Entering Unmasked Estep 
Score: -15317242.000000 Penalty: 3874.916748
	Iteration 64Q: 3 clusters Score -1.531724e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 112702 members 
Entering Unmasked Estep 
Score: -15317626.000000 Penalty: 3874.916748
	Iteration 65Q: 3 clusters Score -1.531763e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 114656 members 
Entering Unmasked Estep 
Score: -15318091.000000 Penalty: 3874.916748
	Iteration 66Q: 3 clusters Score -1.531809e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 116685 members 
Entering Unmasked Estep 
Score: -15318661.000000 Penalty: 3874.916748
	Iteration 67Q: 3 clusters Score -1.531866e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 118734 members 
Entering Unmasked Estep 
Score: -15319196.000000 Penalty: 3874.916748
	Iteration 68Q: 3 clusters Score -1.53192e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 120846 members 
Entering Unmasked Estep 
Score: -15319857.000000 Penalty: 3874.916748
	Iteration 69Q: 3 clusters Score -1.531986e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 123004 members 
Entering Unmasked Estep 
Score: -15320511.000000 Penalty: 3874.916748
	Iteration 70Q: 3 clusters Score -1.532051e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 125263 members 
Entering Unmasked Estep 
Score: -15321243.000000 Penalty: 3874.916748
	Iteration 71Q: 3 clusters Score -1.532124e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 127496 members 
Entering Unmasked Estep 
Score: -15321945.000000 Penalty: 3874.916748
	Iteration 72Q: 3 clusters Score -1.532194e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 129767 members 
Entering Unmasked Estep 
Score: -15322744.000000 Penalty: 3874.916748
	Iteration 73Q: 3 clusters Score -1.532274e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 131938 members 
Entering Unmasked Estep 
Score: -15323622.000000 Penalty: 3874.916748
	Iteration 74Q: 3 clusters Score -1.532362e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 134086 members 
Entering Unmasked Estep 
Score: -15324445.000000 Penalty: 3874.916748
	Iteration 75Q: 3 clusters Score -1.532444e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 136185 members 
Entering Unmasked Estep 
Score: -15325392.000000 Penalty: 3874.916748
	Iteration 76Q: 3 clusters Score -1.532539e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 138185 members 
Entering Unmasked Estep 
Score: -15326278.000000 Penalty: 3874.916748
	Iteration 77Q: 3 clusters Score -1.532628e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 140066 members 
Entering Unmasked Estep 
Score: -15327108.000000 Penalty: 3874.916748
	Iteration 78Q: 3 clusters Score -1.532711e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 141755 members 
Entering Unmasked Estep 
Score: -15327862.000000 Penalty: 3874.916748
	Iteration 79Q: 3 clusters Score -1.532786e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 143284 members 
Entering Unmasked Estep 
Score: -15328468.000000 Penalty: 3874.916748
	Iteration 80F: 3 clusters Score -1.532847e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 144640 members 
Entering Unmasked Estep 
Score: -15329089.000000 Penalty: 3874.916748
	Iteration 81Q: 3 clusters Score -1.532909e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 145763 members 
Entering Unmasked Estep 
Score: -15329613.000000 Penalty: 3874.916748
	Iteration 82Q: 3 clusters Score -1.532961e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 146718 members 
Entering Unmasked Estep 
Score: -15330125.000000 Penalty: 3874.916748
	Iteration 83Q: 3 clusters Score -1.533012e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 147480 members 
Entering Unmasked Estep 
Score: -15330431.000000 Penalty: 3874.916748
	Iteration 84Q: 3 clusters Score -1.533043e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 148066 members 
Entering Unmasked Estep 
Score: -15330670.000000 Penalty: 3874.916748
	Iteration 85Q: 3 clusters Score -1.533067e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 148513 members 
Entering Unmasked Estep 
Score: -15330858.000000 Penalty: 3874.916748
	Iteration 86Q: 3 clusters Score -1.533086e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 148835 members 
Entering Unmasked Estep 
Score: -15330979.000000 Penalty: 3874.916748
	Iteration 87Q: 3 clusters Score -1.533098e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 149084 members 
Entering Unmasked Estep 
Score: -15331076.000000 Penalty: 3874.916748
	Iteration 88Q: 3 clusters Score -1.533108e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 149290 members 
Entering Unmasked Estep 
Score: -15331153.000000 Penalty: 3874.916748
	Iteration 89Q: 3 clusters Score -1.533115e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 149446 members 
Entering Unmasked Estep 
Score: -15331226.000000 Penalty: 3874.916748
	Iteration 90Q: 3 clusters Score -1.533123e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 149565 members 
Entering Unmasked Estep 
Score: -15331271.000000 Penalty: 3874.916748
	Iteration 91Q: 3 clusters Score -1.533127e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 149650 members 
Entering Unmasked Estep 
Score: -15331336.000000 Penalty: 3874.916748
	Iteration 92Q: 3 clusters Score -1.533134e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 149719 members 
Entering Unmasked Estep 
Score: -15331397.000000 Penalty: 3874.916748
	Iteration 93Q: 3 clusters Score -1.53314e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 149783 members 
Entering Unmasked Estep 
Score: -15331419.000000 Penalty: 3874.916748
	Iteration 94Q: 3 clusters Score -1.533142e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 149832 members 
Entering Unmasked Estep 
Score: -15331458.000000 Penalty: 3874.916748
	Iteration 95Q: 3 clusters Score -1.533146e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 149879 members 
Entering Unmasked Estep 
Score: -15331514.000000 Penalty: 3874.916748
	Iteration 96Q: 3 clusters Score -1.533151e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 149912 members 
Entering Unmasked Estep 
Score: -15331523.000000 Penalty: 3874.916748
	Iteration 97Q: 3 clusters Score -1.533152e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 149936 members 
Entering Unmasked Estep 
Score: -15331523.000000 Penalty: 3874.916748
	Iteration 98Q: 3 clusters Score -1.533152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 149959 members 
Entering Unmasked Estep 
Score: -15331545.000000 Penalty: 3874.916748
	Iteration 99Q: 3 clusters Score -1.533154e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 149982 members 
Entering Unmasked Estep 
Score: -15331559.000000 Penalty: 3874.916748
	Iteration 100F: 3 clusters Score -1.533156e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 150002 members 
Entering Unmasked Estep 
Score: -15331572.000000 Penalty: 3874.916748
	Iteration 101Q: 3 clusters Score -1.533157e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 150015 members 
Entering Unmasked Estep 
Score: -15331571.000000 Penalty: 3874.916748
	Iteration 102Q: 3 clusters Score -1.533157e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 150027 members 
Entering Unmasked Estep 
Score: -15331578.000000 Penalty: 3874.916748
	Iteration 103Q: 3 clusters Score -1.533158e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 150036 members 
Entering Unmasked Estep 
Score: -15331592.000000 Penalty: 3874.916748
	Iteration 104Q: 3 clusters Score -1.533159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 150039 members 
Entering Unmasked Estep 
Score: -15331596.000000 Penalty: 3874.916748
	Iteration 105Q: 3 clusters Score -1.53316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 150043 members 
Entering Unmasked Estep 
Score: -15331603.000000 Penalty: 3874.916748
	Iteration 106Q: 3 clusters Score -1.53316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 150044 members 
Entering Unmasked Estep 
Score: -15331601.000000 Penalty: 3874.916748
	Iteration 107Q: 3 clusters Score -1.53316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 150046 members 
Entering Unmasked Estep 
Score: -15331600.000000 Penalty: 3874.916748
	Iteration 108Q: 3 clusters Score -1.53316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 150049 members 
Entering Unmasked Estep 
Score: -15331583.000000 Penalty: 3874.916748
	Iteration 109Q: 3 clusters Score -1.533158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 150051 members 
Entering Unmasked Estep 
Score: -15331588.000000 Penalty: 3874.916748
	Iteration 110Q: 3 clusters Score -1.533159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 150054 members 
Entering Unmasked Estep 
Score: -15331595.000000 Penalty: 3874.916748
	Iteration 111Q: 3 clusters Score -1.53316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 150056 members 
Entering Unmasked Estep 
Score: -15331599.000000 Penalty: 3874.916748
	Iteration 112Q: 3 clusters Score -1.53316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 150060 members 
Entering Unmasked Estep 
Score: -15331596.000000 Penalty: 3874.916748
	Iteration 113Q: 3 clusters Score -1.53316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 150062 members 
Entering Unmasked Estep 
Score: -15331602.000000 Penalty: 3874.916748
	Iteration 114Q: 3 clusters Score -1.53316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 150062 members 
Entering Unmasked Estep 
Score: -15331601.000000 Penalty: 3874.916748
	Iteration 115Q: 3 clusters Score -1.53316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 150064 members 
Entering Unmasked Estep 
Score: -15331602.000000 Penalty: 3874.916748
	Iteration 116Q: 3 clusters Score -1.53316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 150067 members 
Entering Unmasked Estep 
Score: -15331604.000000 Penalty: 3874.916748
	Iteration 117Q: 3 clusters Score -1.53316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 150068 members 
Entering Unmasked Estep 
Score: -15331595.000000 Penalty: 3874.916748
	Iteration 118Q: 3 clusters Score -1.53316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 150072 members 
Entering Unmasked Estep 
Score: -15331603.000000 Penalty: 3874.916748
	Iteration 119Q: 3 clusters Score -1.53316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 150074 members 
Entering Unmasked Estep 
Score: -15331601.000000 Penalty: 3874.916748
	Iteration 120F: 3 clusters Score -1.53316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 150076 members 
Entering Unmasked Estep 
Score: -15331609.000000 Penalty: 3874.916748
	Iteration 121Q: 3 clusters Score -1.533161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 150076 members 
Entering Unmasked Estep 
Score: -15331613.000000 Penalty: 3874.916748
	Iteration 122Q: 3 clusters Score -1.533161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 150077 members 
Entering Unmasked Estep 
Score: -15331609.000000 Penalty: 3874.916748
	Iteration 123Q: 3 clusters Score -1.533161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 150078 members 
Entering Unmasked Estep 
Score: -15331607.000000 Penalty: 3874.916748
	Iteration 124Q: 3 clusters Score -1.533161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 150080 members 
Entering Unmasked Estep 
Score: -15331616.000000 Penalty: 3874.916748
	Iteration 125Q: 3 clusters Score -1.533162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 150082 members 
Entering Unmasked Estep 
Score: -15331621.000000 Penalty: 3874.916748
	Iteration 126Q: 3 clusters Score -1.533162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 150085 members 
Entering Unmasked Estep 
Score: -15331621.000000 Penalty: 3874.916748
	Iteration 127Q: 3 clusters Score -1.533162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 150087 members 
Entering Unmasked Estep 
Score: -15331631.000000 Penalty: 3874.916748
	Iteration 128Q: 3 clusters Score -1.533163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 150089 members 
Entering Unmasked Estep 
Score: -15331622.000000 Penalty: 3874.916748
	Iteration 129Q: 3 clusters Score -1.533162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 150091 members 
Entering Unmasked Estep 
Score: -15331624.000000 Penalty: 3874.916748
	Iteration 130Q: 3 clusters Score -1.533162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 150093 members 
Entering Unmasked Estep 
Score: -15331622.000000 Penalty: 3874.916748
	Iteration 131Q: 3 clusters Score -1.533162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 150093 members 
Entering Unmasked Estep 
Score: -15331631.000000 Penalty: 3874.916748
	Iteration 132Q: 3 clusters Score -1.533163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 150093 members 
Entering Unmasked Estep 
Score: -15331624.000000 Penalty: 3874.916748
	Iteration 133Q: 3 clusters Score -1.533162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 150094 members 
Entering Unmasked Estep 
Score: -15331628.000000 Penalty: 3874.916748
	Iteration 134Q: 3 clusters Score -1.533163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 150096 members 
Entering Unmasked Estep 
Score: -15331631.000000 Penalty: 3874.916748
	Iteration 135Q: 3 clusters Score -1.533163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 150099 members 
Entering Unmasked Estep 
Score: -15331635.000000 Penalty: 3874.916748
	Iteration 136Q: 3 clusters Score -1.533164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 150104 members 
Entering Unmasked Estep 
Score: -15331648.000000 Penalty: 3874.916748
	Iteration 137Q: 3 clusters Score -1.533165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 150108 members 
Entering Unmasked Estep 
Score: -15331656.000000 Penalty: 3874.916748
	Iteration 138Q: 3 clusters Score -1.533166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 150109 members 
Entering Unmasked Estep 
Score: -15331650.000000 Penalty: 3874.916748
	Iteration 139Q: 3 clusters Score -1.533165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 150111 members 
Entering Unmasked Estep 
Score: -15331659.000000 Penalty: 3874.916748
	Iteration 140F: 3 clusters Score -1.533166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 150111 members 
Entering Unmasked Estep 
Score: -15331653.000000 Penalty: 3874.916748
	Iteration 141Q: 3 clusters Score -1.533165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 150112 members 
Entering Unmasked Estep 
Score: -15331650.000000 Penalty: 3874.916748
	Iteration 142Q: 3 clusters Score -1.533165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 150112 members 
Entering Unmasked Estep 
Score: -15331650.000000 Penalty: 3874.916748
	Iteration 143F: 3 clusters Score -1.533165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Entering Unmasked Estep 
Score: -542948.437500 Penalty: 1407.516479
	Iteration 0F: 2 clusters Score -542948.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -538544.687500 Penalty: 2815.032959
	Iteration 0F: 3 clusters Score -538544.7 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -539857.937500 Penalty: 2815.032959
	Iteration 1F: 3 clusters Score -539857.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -540355.187500 Penalty: 2815.032959
	Iteration 2F: 3 clusters Score -540355.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -541070.812500 Penalty: 2815.032959
	Iteration 3F: 3 clusters Score -541070.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -541806.625000 Penalty: 2815.032959
	Iteration 4F: 3 clusters Score -541806.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -542375.875000 Penalty: 2815.032959
	Iteration 5F: 3 clusters Score -542375.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -542651.875000 Penalty: 2815.032959
	Iteration 6F: 3 clusters Score -542651.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -542772.187500 Penalty: 2815.032959
	Iteration 7Q: 3 clusters Score -542772.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -542834.812500 Penalty: 2815.032959
	Iteration 8Q: 3 clusters Score -542834.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -542857.000000 Penalty: 2815.032959
	Iteration 9Q: 3 clusters Score -542857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -542868.500000 Penalty: 2815.032959
	Iteration 10Q: 3 clusters Score -542868.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -542874.812500 Penalty: 2815.032959
	Iteration 11Q: 3 clusters Score -542874.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -542880.687500 Penalty: 2815.032959
	Iteration 12Q: 3 clusters Score -542880.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -542884.750000 Penalty: 2815.032959
	Iteration 13Q: 3 clusters Score -542884.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -542890.875000 Penalty: 2815.032959
	Iteration 14Q: 3 clusters Score -542890.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -542893.062500 Penalty: 2815.032959
	Iteration 15Q: 3 clusters Score -542893.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -542895.687500 Penalty: 2815.032959
	Iteration 16Q: 3 clusters Score -542895.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -542902.000000 Penalty: 2815.032959
	Iteration 17Q: 3 clusters Score -542902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -542908.687500 Penalty: 2815.032959
	Iteration 18Q: 3 clusters Score -542908.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -542915.312500 Penalty: 2815.032959
	Iteration 19Q: 3 clusters Score -542915.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -542923.000000 Penalty: 2815.032959
	Iteration 20F: 3 clusters Score -542923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -542927.187500 Penalty: 2815.032959
	Iteration 21Q: 3 clusters Score -542927.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -542931.562500 Penalty: 2815.032959
	Iteration 22Q: 3 clusters Score -542931.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -542935.500000 Penalty: 2815.032959
	Iteration 23Q: 3 clusters Score -542935.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -542936.812500 Penalty: 2815.032959
	Iteration 24Q: 3 clusters Score -542936.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -542939.375000 Penalty: 2815.032959
	Iteration 25Q: 3 clusters Score -542939.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -542938.375000 Penalty: 2815.032959
	Iteration 26Q: 3 clusters Score -542938.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -542939.187500 Penalty: 2815.032959
	Iteration 27Q: 3 clusters Score -542939.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -542939.187500 Penalty: 2815.032959
	Iteration 28F: 3 clusters Score -542939.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -405322.281250 Penalty: 1344.790039
	Iteration 0F: 2 clusters Score -405322.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -402048.718750 Penalty: 2689.580078
	Iteration 0F: 3 clusters Score -402048.7 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -402917.750000 Penalty: 2689.580078
	Iteration 1F: 3 clusters Score -402917.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -403049.593750 Penalty: 2689.580078
	Iteration 2F: 3 clusters Score -403049.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -403121.968750 Penalty: 2689.580078
	Iteration 3Q: 3 clusters Score -403122 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -403187.875000 Penalty: 2689.580078
	Iteration 4Q: 3 clusters Score -403187.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -403232.593750 Penalty: 2689.580078
	Iteration 5Q: 3 clusters Score -403232.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -403274.062500 Penalty: 2689.580078
	Iteration 6Q: 3 clusters Score -403274.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -403308.468750 Penalty: 2689.580078
	Iteration 7Q: 3 clusters Score -403308.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -403347.687500 Penalty: 2689.580078
	Iteration 8Q: 3 clusters Score -403347.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -403379.500000 Penalty: 2689.580078
	Iteration 9Q: 3 clusters Score -403379.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -403413.375000 Penalty: 2689.580078
	Iteration 10Q: 3 clusters Score -403413.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -403455.250000 Penalty: 2689.580078
	Iteration 11Q: 3 clusters Score -403455.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -403488.375000 Penalty: 2689.580078
	Iteration 12Q: 3 clusters Score -403488.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -403534.718750 Penalty: 2689.580078
	Iteration 13Q: 3 clusters Score -403534.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -403605.281250 Penalty: 2689.580078
	Iteration 14Q: 3 clusters Score -403605.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -403698.281250 Penalty: 2689.580078
	Iteration 15Q: 3 clusters Score -403698.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -403820.343750 Penalty: 2689.580078
	Iteration 16Q: 3 clusters Score -403820.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -403934.843750 Penalty: 2689.580078
	Iteration 17Q: 3 clusters Score -403934.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -404024.625000 Penalty: 2689.580078
	Iteration 18Q: 3 clusters Score -404024.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -404115.000000 Penalty: 2689.580078
	Iteration 19Q: 3 clusters Score -404115 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -404199.906250 Penalty: 2689.580078
	Iteration 20F: 3 clusters Score -404199.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -404249.468750 Penalty: 2689.580078
	Iteration 21Q: 3 clusters Score -404249.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -404296.500000 Penalty: 2689.580078
	Iteration 22Q: 3 clusters Score -404296.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -404339.718750 Penalty: 2689.580078
	Iteration 23Q: 3 clusters Score -404339.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -404373.125000 Penalty: 2689.580078
	Iteration 24Q: 3 clusters Score -404373.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -404396.906250 Penalty: 2689.580078
	Iteration 25Q: 3 clusters Score -404396.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -404416.843750 Penalty: 2689.580078
	Iteration 26Q: 3 clusters Score -404416.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -404428.750000 Penalty: 2689.580078
	Iteration 27Q: 3 clusters Score -404428.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -404441.906250 Penalty: 2689.580078
	Iteration 28Q: 3 clusters Score -404441.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -404450.218750 Penalty: 2689.580078
	Iteration 29Q: 3 clusters Score -404450.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -404458.156250 Penalty: 2689.580078
	Iteration 30Q: 3 clusters Score -404458.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -404466.750000 Penalty: 2689.580078
	Iteration 31Q: 3 clusters Score -404466.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -404470.375000 Penalty: 2689.580078
	Iteration 32Q: 3 clusters Score -404470.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -404473.968750 Penalty: 2689.580078
	Iteration 33Q: 3 clusters Score -404474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -404476.250000 Penalty: 2689.580078
	Iteration 34Q: 3 clusters Score -404476.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -404477.468750 Penalty: 2689.580078
	Iteration 35Q: 3 clusters Score -404477.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -404478.000000 Penalty: 2689.580078
	Iteration 36Q: 3 clusters Score -404478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -404478.468750 Penalty: 2689.580078
	Iteration 37Q: 3 clusters Score -404478.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -404478.468750 Penalty: 2689.580078
	Iteration 38F: 3 clusters Score -404478.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (147731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147731 members 
Entering Unmasked Estep 
Score: -14873740.000000 Penalty: 1934.261597
	Iteration 0F: 2 clusters Score -1.487374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73840 members 
Mstep: Class 2 contains 73891 members 
Entering Unmasked Estep 
Score: -14775060.000000 Penalty: 3868.523193
	Iteration 0F: 3 clusters Score -1.477506e+07 nChanged 71330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73840 members 
Mstep: Class 2 contains 73891 members 
Entering Unmasked Estep 
Score: -14817289.000000 Penalty: 3868.523193
	Iteration 1F: 3 clusters Score -1.481729e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73979 members 
Mstep: Class 2 contains 73752 members 
Entering Unmasked Estep 
Score: -14818199.000000 Penalty: 3868.523193
	Iteration 2Q: 3 clusters Score -1.48182e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74324 members 
Mstep: Class 2 contains 73407 members 
Entering Unmasked Estep 
Score: -14819452.000000 Penalty: 3868.523193
	Iteration 3Q: 3 clusters Score -1.481945e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74947 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -14820840.000000 Penalty: 3868.523193
	Iteration 4Q: 3 clusters Score -1.482084e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76117 members 
Mstep: Class 2 contains 71614 members 
Entering Unmasked Estep 
Score: -14822730.000000 Penalty: 3868.523193
	Iteration 5Q: 3 clusters Score -1.482273e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77783 members 
Mstep: Class 2 contains 69948 members 
Entering Unmasked Estep 
Score: -14824983.000000 Penalty: 3868.523193
	Iteration 6Q: 3 clusters Score -1.482498e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 67481 members 
Entering Unmasked Estep 
Score: -14828473.000000 Penalty: 3868.523193
	Iteration 7Q: 3 clusters Score -1.482847e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -14833262.000000 Penalty: 3868.523193
	Iteration 8F: 3 clusters Score -1.483326e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87161 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
Score: -14839862.000000 Penalty: 3868.523193
	Iteration 9F: 3 clusters Score -1.483986e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90780 members 
Mstep: Class 2 contains 56951 members 
Entering Unmasked Estep 
Score: -14846659.000000 Penalty: 3868.523193
	Iteration 10F: 3 clusters Score -1.484666e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94030 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -14851408.000000 Penalty: 3868.523193
	Iteration 11F: 3 clusters Score -1.485141e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96811 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -14853708.000000 Penalty: 3868.523193
	Iteration 12Q: 3 clusters Score -1.485371e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99485 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -14855060.000000 Penalty: 3868.523193
	Iteration 13Q: 3 clusters Score -1.485506e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102098 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -14856090.000000 Penalty: 3868.523193
	Iteration 14Q: 3 clusters Score -1.485609e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104859 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -14857140.000000 Penalty: 3868.523193
	Iteration 15Q: 3 clusters Score -1.485714e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107685 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -14858308.000000 Penalty: 3868.523193
	Iteration 16Q: 3 clusters Score -1.485831e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110558 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -14859650.000000 Penalty: 3868.523193
	Iteration 17Q: 3 clusters Score -1.485965e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113377 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -14860906.000000 Penalty: 3868.523193
	Iteration 18Q: 3 clusters Score -1.486091e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116091 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -14862053.000000 Penalty: 3868.523193
	Iteration 19Q: 3 clusters Score -1.486205e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118712 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -14863325.000000 Penalty: 3868.523193
	Iteration 20F: 3 clusters Score -1.486332e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121264 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -14864629.000000 Penalty: 3868.523193
	Iteration 21Q: 3 clusters Score -1.486463e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123686 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -14865791.000000 Penalty: 3868.523193
	Iteration 22Q: 3 clusters Score -1.486579e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125964 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -14867004.000000 Penalty: 3868.523193
	Iteration 23Q: 3 clusters Score -1.4867e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128078 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -14867925.000000 Penalty: 3868.523193
	Iteration 24Q: 3 clusters Score -1.486792e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129969 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -14868637.000000 Penalty: 3868.523193
	Iteration 25Q: 3 clusters Score -1.486864e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131687 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -14869325.000000 Penalty: 3868.523193
	Iteration 26Q: 3 clusters Score -1.486932e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133229 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -14869877.000000 Penalty: 3868.523193
	Iteration 27Q: 3 clusters Score -1.486988e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134590 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -14870357.000000 Penalty: 3868.523193
	Iteration 28Q: 3 clusters Score -1.487036e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135821 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -14870748.000000 Penalty: 3868.523193
	Iteration 29Q: 3 clusters Score -1.487075e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136894 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -14871092.000000 Penalty: 3868.523193
	Iteration 30Q: 3 clusters Score -1.487109e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137848 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -14871369.000000 Penalty: 3868.523193
	Iteration 31Q: 3 clusters Score -1.487137e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138692 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -14871606.000000 Penalty: 3868.523193
	Iteration 32Q: 3 clusters Score -1.487161e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139443 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -14871848.000000 Penalty: 3868.523193
	Iteration 33Q: 3 clusters Score -1.487185e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140116 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -14872040.000000 Penalty: 3868.523193
	Iteration 34Q: 3 clusters Score -1.487204e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140738 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -14872205.000000 Penalty: 3868.523193
	Iteration 35Q: 3 clusters Score -1.48722e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141278 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -14872369.000000 Penalty: 3868.523193
	Iteration 36Q: 3 clusters Score -1.487237e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141771 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -14872437.000000 Penalty: 3868.523193
	Iteration 37Q: 3 clusters Score -1.487244e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142142 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -14872529.000000 Penalty: 3868.523193
	Iteration 38Q: 3 clusters Score -1.487253e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142469 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -14872605.000000 Penalty: 3868.523193
	Iteration 39Q: 3 clusters Score -1.48726e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142759 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -14872653.000000 Penalty: 3868.523193
	Iteration 40F: 3 clusters Score -1.487265e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143011 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -14872682.000000 Penalty: 3868.523193
	Iteration 41Q: 3 clusters Score -1.487268e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143242 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -14872713.000000 Penalty: 3868.523193
	Iteration 42Q: 3 clusters Score -1.487271e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143463 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -14872741.000000 Penalty: 3868.523193
	Iteration 43Q: 3 clusters Score -1.487274e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143659 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -14872744.000000 Penalty: 3868.523193
	Iteration 44Q: 3 clusters Score -1.487274e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143808 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -14872791.000000 Penalty: 3868.523193
	Iteration 45Q: 3 clusters Score -1.487279e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143945 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -14872796.000000 Penalty: 3868.523193
	Iteration 46Q: 3 clusters Score -1.48728e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144054 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -14872803.000000 Penalty: 3868.523193
	Iteration 47Q: 3 clusters Score -1.48728e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144145 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -14872817.000000 Penalty: 3868.523193
	Iteration 48Q: 3 clusters Score -1.487282e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144249 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -14872834.000000 Penalty: 3868.523193
	Iteration 49Q: 3 clusters Score -1.487283e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144319 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -14872814.000000 Penalty: 3868.523193
	Iteration 50Q: 3 clusters Score -1.487281e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144398 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -14872831.000000 Penalty: 3868.523193
	Iteration 51Q: 3 clusters Score -1.487283e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144466 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -14872811.000000 Penalty: 3868.523193
	Iteration 52Q: 3 clusters Score -1.487281e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144527 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -14872818.000000 Penalty: 3868.523193
	Iteration 53Q: 3 clusters Score -1.487282e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144579 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -14872835.000000 Penalty: 3868.523193
	Iteration 54Q: 3 clusters Score -1.487284e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144624 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -14872842.000000 Penalty: 3868.523193
	Iteration 55Q: 3 clusters Score -1.487284e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144658 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -14872837.000000 Penalty: 3868.523193
	Iteration 56Q: 3 clusters Score -1.487284e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144688 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -14872835.000000 Penalty: 3868.523193
	Iteration 57Q: 3 clusters Score -1.487284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144711 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -14872815.000000 Penalty: 3868.523193
	Iteration 58Q: 3 clusters Score -1.487282e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144736 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -14872836.000000 Penalty: 3868.523193
	Iteration 59Q: 3 clusters Score -1.487284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144753 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -14872829.000000 Penalty: 3868.523193
	Iteration 60F: 3 clusters Score -1.487283e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144778 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -14872823.000000 Penalty: 3868.523193
	Iteration 61Q: 3 clusters Score -1.487282e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144801 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -14872821.000000 Penalty: 3868.523193
	Iteration 62Q: 3 clusters Score -1.487282e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144823 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -14872832.000000 Penalty: 3868.523193
	Iteration 63Q: 3 clusters Score -1.487283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144837 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -14872824.000000 Penalty: 3868.523193
	Iteration 64Q: 3 clusters Score -1.487282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144848 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -14872828.000000 Penalty: 3868.523193
	Iteration 65Q: 3 clusters Score -1.487283e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144863 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -14872846.000000 Penalty: 3868.523193
	Iteration 66Q: 3 clusters Score -1.487285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144873 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -14872848.000000 Penalty: 3868.523193
	Iteration 67Q: 3 clusters Score -1.487285e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144885 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -14872840.000000 Penalty: 3868.523193
	Iteration 68Q: 3 clusters Score -1.487284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144893 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -14872840.000000 Penalty: 3868.523193
	Iteration 69Q: 3 clusters Score -1.487284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144905 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -14872855.000000 Penalty: 3868.523193
	Iteration 70Q: 3 clusters Score -1.487286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144917 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -14872853.000000 Penalty: 3868.523193
	Iteration 71Q: 3 clusters Score -1.487285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144924 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -14872856.000000 Penalty: 3868.523193
	Iteration 72Q: 3 clusters Score -1.487286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144929 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -14872853.000000 Penalty: 3868.523193
	Iteration 73Q: 3 clusters Score -1.487285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144937 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -14872857.000000 Penalty: 3868.523193
	Iteration 74Q: 3 clusters Score -1.487286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144945 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -14872856.000000 Penalty: 3868.523193
	Iteration 75Q: 3 clusters Score -1.487286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144953 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -14872845.000000 Penalty: 3868.523193
	Iteration 76Q: 3 clusters Score -1.487284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144965 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -14872861.000000 Penalty: 3868.523193
	Iteration 77Q: 3 clusters Score -1.487286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144978 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -14872857.000000 Penalty: 3868.523193
	Iteration 78Q: 3 clusters Score -1.487286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144995 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -14872872.000000 Penalty: 3868.523193
	Iteration 79Q: 3 clusters Score -1.487287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145012 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -14872888.000000 Penalty: 3868.523193
	Iteration 80F: 3 clusters Score -1.487289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145025 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -14872891.000000 Penalty: 3868.523193
	Iteration 81Q: 3 clusters Score -1.487289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145031 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -14872897.000000 Penalty: 3868.523193
	Iteration 82Q: 3 clusters Score -1.48729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145039 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -14872900.000000 Penalty: 3868.523193
	Iteration 83Q: 3 clusters Score -1.48729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145043 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -14872894.000000 Penalty: 3868.523193
	Iteration 84Q: 3 clusters Score -1.487289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145047 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -14872891.000000 Penalty: 3868.523193
	Iteration 85Q: 3 clusters Score -1.487289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145049 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -14872888.000000 Penalty: 3868.523193
	Iteration 86Q: 3 clusters Score -1.487289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145052 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -14872886.000000 Penalty: 3868.523193
	Iteration 87Q: 3 clusters Score -1.487289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145052 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -14872886.000000 Penalty: 3868.523193
	Iteration 88F: 3 clusters Score -1.487289e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (132818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132818 members 
Entering Unmasked Estep 
Score: -13575467.000000 Penalty: 1916.969360
	Iteration 0F: 2 clusters Score -1.357547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66575 members 
Mstep: Class 2 contains 66243 members 
Entering Unmasked Estep 
Score: -13487141.000000 Penalty: 3833.938721
	Iteration 0F: 3 clusters Score -1.348714e+07 nChanged 63759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72312 members 
Mstep: Class 2 contains 60506 members 
Entering Unmasked Estep 
Score: -13526634.000000 Penalty: 3833.938721
	Iteration 1F: 3 clusters Score -1.352663e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76928 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -13530629.000000 Penalty: 3833.938721
	Iteration 2F: 3 clusters Score -1.353063e+07 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83441 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -13537135.000000 Penalty: 3833.938721
	Iteration 3F: 3 clusters Score -1.353714e+07 nChanged 10900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91063 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -13544689.000000 Penalty: 3833.938721
	Iteration 4F: 3 clusters Score -1.354469e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98878 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -13552222.000000 Penalty: 3833.938721
	Iteration 5F: 3 clusters Score -1.355222e+07 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105830 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -13558906.000000 Penalty: 3833.938721
	Iteration 6F: 3 clusters Score -1.355891e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111251 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -13564318.000000 Penalty: 3833.938721
	Iteration 7Q: 3 clusters Score -1.356432e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114884 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -13568179.000000 Penalty: 3833.938721
	Iteration 8Q: 3 clusters Score -1.356818e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117131 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -13570437.000000 Penalty: 3833.938721
	Iteration 9Q: 3 clusters Score -1.357044e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118639 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -13571556.000000 Penalty: 3833.938721
	Iteration 10Q: 3 clusters Score -1.357156e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119807 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -13572150.000000 Penalty: 3833.938721
	Iteration 11Q: 3 clusters Score -1.357215e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120829 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -13572500.000000 Penalty: 3833.938721
	Iteration 12Q: 3 clusters Score -1.35725e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121693 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -13572801.000000 Penalty: 3833.938721
	Iteration 13Q: 3 clusters Score -1.35728e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122464 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -13573111.000000 Penalty: 3833.938721
	Iteration 14Q: 3 clusters Score -1.357311e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123160 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -13573374.000000 Penalty: 3833.938721
	Iteration 15Q: 3 clusters Score -1.357337e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123773 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -13573453.000000 Penalty: 3833.938721
	Iteration 16Q: 3 clusters Score -1.357345e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124337 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -13573581.000000 Penalty: 3833.938721
	Iteration 17Q: 3 clusters Score -1.357358e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124820 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -13573715.000000 Penalty: 3833.938721
	Iteration 18Q: 3 clusters Score -1.357372e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125260 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -13573802.000000 Penalty: 3833.938721
	Iteration 19Q: 3 clusters Score -1.35738e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125650 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -13573904.000000 Penalty: 3833.938721
	Iteration 20F: 3 clusters Score -1.35739e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126041 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -13573984.000000 Penalty: 3833.938721
	Iteration 21Q: 3 clusters Score -1.357398e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126440 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -13574025.000000 Penalty: 3833.938721
	Iteration 22Q: 3 clusters Score -1.357402e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126812 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -13574086.000000 Penalty: 3833.938721
	Iteration 23Q: 3 clusters Score -1.357409e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127167 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -13574181.000000 Penalty: 3833.938721
	Iteration 24Q: 3 clusters Score -1.357418e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127495 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -13574307.000000 Penalty: 3833.938721
	Iteration 25Q: 3 clusters Score -1.357431e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127816 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -13574425.000000 Penalty: 3833.938721
	Iteration 26Q: 3 clusters Score -1.357442e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128090 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -13574449.000000 Penalty: 3833.938721
	Iteration 27Q: 3 clusters Score -1.357445e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128327 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -13574514.000000 Penalty: 3833.938721
	Iteration 28Q: 3 clusters Score -1.357451e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128550 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -13574558.000000 Penalty: 3833.938721
	Iteration 29Q: 3 clusters Score -1.357456e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128763 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -13574609.000000 Penalty: 3833.938721
	Iteration 30Q: 3 clusters Score -1.357461e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128954 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -13574628.000000 Penalty: 3833.938721
	Iteration 31Q: 3 clusters Score -1.357463e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129112 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -13574676.000000 Penalty: 3833.938721
	Iteration 32Q: 3 clusters Score -1.357468e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129244 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -13574710.000000 Penalty: 3833.938721
	Iteration 33Q: 3 clusters Score -1.357471e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129356 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -13574726.000000 Penalty: 3833.938721
	Iteration 34Q: 3 clusters Score -1.357473e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129474 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -13574721.000000 Penalty: 3833.938721
	Iteration 35Q: 3 clusters Score -1.357472e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129571 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -13574743.000000 Penalty: 3833.938721
	Iteration 36Q: 3 clusters Score -1.357474e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129667 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -13574748.000000 Penalty: 3833.938721
	Iteration 37Q: 3 clusters Score -1.357475e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129760 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -13574790.000000 Penalty: 3833.938721
	Iteration 38Q: 3 clusters Score -1.357479e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129830 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -13574786.000000 Penalty: 3833.938721
	Iteration 39Q: 3 clusters Score -1.357479e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129891 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -13574803.000000 Penalty: 3833.938721
	Iteration 40F: 3 clusters Score -1.35748e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129936 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -13574808.000000 Penalty: 3833.938721
	Iteration 41Q: 3 clusters Score -1.357481e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129981 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -13574809.000000 Penalty: 3833.938721
	Iteration 42Q: 3 clusters Score -1.357481e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130018 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -13574810.000000 Penalty: 3833.938721
	Iteration 43Q: 3 clusters Score -1.357481e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130057 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -13574813.000000 Penalty: 3833.938721
	Iteration 44Q: 3 clusters Score -1.357481e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130096 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -13574806.000000 Penalty: 3833.938721
	Iteration 45Q: 3 clusters Score -1.357481e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130130 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -13574794.000000 Penalty: 3833.938721
	Iteration 46Q: 3 clusters Score -1.357479e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130158 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -13574813.000000 Penalty: 3833.938721
	Iteration 47Q: 3 clusters Score -1.357481e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130184 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -13574811.000000 Penalty: 3833.938721
	Iteration 48Q: 3 clusters Score -1.357481e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130214 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -13574814.000000 Penalty: 3833.938721
	Iteration 49Q: 3 clusters Score -1.357481e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130234 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -13574830.000000 Penalty: 3833.938721
	Iteration 50Q: 3 clusters Score -1.357483e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130251 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -13574835.000000 Penalty: 3833.938721
	Iteration 51Q: 3 clusters Score -1.357484e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130271 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -13574835.000000 Penalty: 3833.938721
	Iteration 52Q: 3 clusters Score -1.357484e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130289 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -13574830.000000 Penalty: 3833.938721
	Iteration 53Q: 3 clusters Score -1.357483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130301 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -13574818.000000 Penalty: 3833.938721
	Iteration 54Q: 3 clusters Score -1.357482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130310 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -13574818.000000 Penalty: 3833.938721
	Iteration 55Q: 3 clusters Score -1.357482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130316 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -13574815.000000 Penalty: 3833.938721
	Iteration 56Q: 3 clusters Score -1.357482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130320 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -13574819.000000 Penalty: 3833.938721
	Iteration 57Q: 3 clusters Score -1.357482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130321 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -13574827.000000 Penalty: 3833.938721
	Iteration 58Q: 3 clusters Score -1.357483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130324 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -13574829.000000 Penalty: 3833.938721
	Iteration 59Q: 3 clusters Score -1.357483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130326 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -13574823.000000 Penalty: 3833.938721
	Iteration 60F: 3 clusters Score -1.357482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130330 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -13574816.000000 Penalty: 3833.938721
	Iteration 61Q: 3 clusters Score -1.357482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130333 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -13574823.000000 Penalty: 3833.938721
	Iteration 62Q: 3 clusters Score -1.357482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130333 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -13574825.000000 Penalty: 3833.938721
	Iteration 63Q: 3 clusters Score -1.357482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130333 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -13574825.000000 Penalty: 3833.938721
	Iteration 64F: 3 clusters Score -1.357482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (172132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172132 members 
Entering Unmasked Estep 
Score: -17371646.000000 Penalty: 1959.102783
	Iteration 0F: 2 clusters Score -1.737165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86147 members 
Mstep: Class 2 contains 85985 members 
Entering Unmasked Estep 
Score: -17257192.000000 Penalty: 3918.205566
	Iteration 0F: 3 clusters Score -1.725719e+07 nChanged 83071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88698 members 
Mstep: Class 2 contains 83434 members 
Entering Unmasked Estep 
Score: -17307314.000000 Penalty: 3918.205566
	Iteration 1F: 3 clusters Score -1.730731e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90881 members 
Mstep: Class 2 contains 81251 members 
Entering Unmasked Estep 
Score: -17308758.000000 Penalty: 3918.205566
	Iteration 2Q: 3 clusters Score -1.730876e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94172 members 
Mstep: Class 2 contains 77960 members 
Entering Unmasked Estep 
Score: -17310552.000000 Penalty: 3918.205566
	Iteration 3Q: 3 clusters Score -1.731055e+07 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98888 members 
Mstep: Class 2 contains 73244 members 
Entering Unmasked Estep 
Score: -17313294.000000 Penalty: 3918.205566
	Iteration 4Q: 3 clusters Score -1.731329e+07 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105412 members 
Mstep: Class 2 contains 66720 members 
Entering Unmasked Estep 
Score: -17317772.000000 Penalty: 3918.205566
	Iteration 5F: 3 clusters Score -1.731777e+07 nChanged 10417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113597 members 
Mstep: Class 2 contains 58535 members 
Entering Unmasked Estep 
Score: -17323992.000000 Penalty: 3918.205566
	Iteration 6F: 3 clusters Score -1.732399e+07 nChanged 11396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122881 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -17332382.000000 Penalty: 3918.205566
	Iteration 7F: 3 clusters Score -1.733238e+07 nChanged 11242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131945 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -17341850.000000 Penalty: 3918.205566
	Iteration 8F: 3 clusters Score -1.734185e+07 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139252 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -17350504.000000 Penalty: 3918.205566
	Iteration 9F: 3 clusters Score -1.73505e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144228 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -17355712.000000 Penalty: 3918.205566
	Iteration 10Q: 3 clusters Score -1.735571e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147820 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -17358616.000000 Penalty: 3918.205566
	Iteration 11Q: 3 clusters Score -1.735862e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150949 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -17360704.000000 Penalty: 3918.205566
	Iteration 12Q: 3 clusters Score -1.73607e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153642 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -17362510.000000 Penalty: 3918.205566
	Iteration 13Q: 3 clusters Score -1.736251e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156141 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -17364046.000000 Penalty: 3918.205566
	Iteration 14Q: 3 clusters Score -1.736405e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158316 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -17365550.000000 Penalty: 3918.205566
	Iteration 15Q: 3 clusters Score -1.736555e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160224 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -17366700.000000 Penalty: 3918.205566
	Iteration 16Q: 3 clusters Score -1.73667e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161876 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -17367702.000000 Penalty: 3918.205566
	Iteration 17Q: 3 clusters Score -1.73677e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163238 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -17368416.000000 Penalty: 3918.205566
	Iteration 18Q: 3 clusters Score -1.736842e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164337 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -17368968.000000 Penalty: 3918.205566
	Iteration 19Q: 3 clusters Score -1.736897e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165291 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -17369280.000000 Penalty: 3918.205566
	Iteration 20F: 3 clusters Score -1.736928e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166126 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -17369516.000000 Penalty: 3918.205566
	Iteration 21Q: 3 clusters Score -1.736952e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166830 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -17369624.000000 Penalty: 3918.205566
	Iteration 22Q: 3 clusters Score -1.736962e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167417 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -17369800.000000 Penalty: 3918.205566
	Iteration 23Q: 3 clusters Score -1.73698e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167932 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -17369888.000000 Penalty: 3918.205566
	Iteration 24Q: 3 clusters Score -1.736989e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168369 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -17370014.000000 Penalty: 3918.205566
	Iteration 25Q: 3 clusters Score -1.737001e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168760 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -17370120.000000 Penalty: 3918.205566
	Iteration 26Q: 3 clusters Score -1.737012e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169105 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -17370172.000000 Penalty: 3918.205566
	Iteration 27Q: 3 clusters Score -1.737017e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169415 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -17370286.000000 Penalty: 3918.205566
	Iteration 28Q: 3 clusters Score -1.737029e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169689 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -17370320.000000 Penalty: 3918.205566
	Iteration 29Q: 3 clusters Score -1.737032e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169933 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -17370370.000000 Penalty: 3918.205566
	Iteration 30Q: 3 clusters Score -1.737037e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170121 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -17370414.000000 Penalty: 3918.205566
	Iteration 31Q: 3 clusters Score -1.737041e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170292 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -17370482.000000 Penalty: 3918.205566
	Iteration 32Q: 3 clusters Score -1.737048e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170431 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -17370548.000000 Penalty: 3918.205566
	Iteration 33Q: 3 clusters Score -1.737055e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170547 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -17370532.000000 Penalty: 3918.205566
	Iteration 34Q: 3 clusters Score -1.737053e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170633 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -17370564.000000 Penalty: 3918.205566
	Iteration 35Q: 3 clusters Score -1.737056e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170700 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -17370578.000000 Penalty: 3918.205566
	Iteration 36Q: 3 clusters Score -1.737058e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170768 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -17370598.000000 Penalty: 3918.205566
	Iteration 37Q: 3 clusters Score -1.73706e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170833 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -17370606.000000 Penalty: 3918.205566
	Iteration 38Q: 3 clusters Score -1.737061e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170896 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -17370612.000000 Penalty: 3918.205566
	Iteration 39Q: 3 clusters Score -1.737061e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170939 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -17370634.000000 Penalty: 3918.205566
	Iteration 40F: 3 clusters Score -1.737063e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170974 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -17370614.000000 Penalty: 3918.205566
	Iteration 41Q: 3 clusters Score -1.737061e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171002 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -17370610.000000 Penalty: 3918.205566
	Iteration 42Q: 3 clusters Score -1.737061e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171021 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -17370620.000000 Penalty: 3918.205566
	Iteration 43Q: 3 clusters Score -1.737062e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171037 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -17370624.000000 Penalty: 3918.205566
	Iteration 44Q: 3 clusters Score -1.737062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171050 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -17370622.000000 Penalty: 3918.205566
	Iteration 45Q: 3 clusters Score -1.737062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171065 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -17370624.000000 Penalty: 3918.205566
	Iteration 46Q: 3 clusters Score -1.737062e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171080 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -17370626.000000 Penalty: 3918.205566
	Iteration 47Q: 3 clusters Score -1.737063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171086 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -17370624.000000 Penalty: 3918.205566
	Iteration 48Q: 3 clusters Score -1.737062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171093 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -17370632.000000 Penalty: 3918.205566
	Iteration 49Q: 3 clusters Score -1.737063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171098 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -17370624.000000 Penalty: 3918.205566
	Iteration 50Q: 3 clusters Score -1.737062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171102 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -17370624.000000 Penalty: 3918.205566
	Iteration 51Q: 3 clusters Score -1.737062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171104 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -17370630.000000 Penalty: 3918.205566
	Iteration 52Q: 3 clusters Score -1.737063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171108 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -17370640.000000 Penalty: 3918.205566
	Iteration 53Q: 3 clusters Score -1.737064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171111 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -17370636.000000 Penalty: 3918.205566
	Iteration 54Q: 3 clusters Score -1.737064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171118 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -17370634.000000 Penalty: 3918.205566
	Iteration 55Q: 3 clusters Score -1.737063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171125 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -17370656.000000 Penalty: 3918.205566
	Iteration 56Q: 3 clusters Score -1.737066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171131 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -17370668.000000 Penalty: 3918.205566
	Iteration 57Q: 3 clusters Score -1.737067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171134 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -17370670.000000 Penalty: 3918.205566
	Iteration 58Q: 3 clusters Score -1.737067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171136 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -17370682.000000 Penalty: 3918.205566
	Iteration 59Q: 3 clusters Score -1.737068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171137 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -17370678.000000 Penalty: 3918.205566
	Iteration 60F: 3 clusters Score -1.737068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171139 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -17370672.000000 Penalty: 3918.205566
	Iteration 61Q: 3 clusters Score -1.737067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171139 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -17370674.000000 Penalty: 3918.205566
	Iteration 62Q: 3 clusters Score -1.737067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171142 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -17370680.000000 Penalty: 3918.205566
	Iteration 63Q: 3 clusters Score -1.737068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171148 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -17370670.000000 Penalty: 3918.205566
	Iteration 64Q: 3 clusters Score -1.737067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171151 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -17370682.000000 Penalty: 3918.205566
	Iteration 65Q: 3 clusters Score -1.737068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171154 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -17370686.000000 Penalty: 3918.205566
	Iteration 66Q: 3 clusters Score -1.737069e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171157 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -17370698.000000 Penalty: 3918.205566
	Iteration 67Q: 3 clusters Score -1.73707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171162 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -17370688.000000 Penalty: 3918.205566
	Iteration 68Q: 3 clusters Score -1.737069e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171168 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -17370688.000000 Penalty: 3918.205566
	Iteration 69Q: 3 clusters Score -1.737069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171173 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -17370684.000000 Penalty: 3918.205566
	Iteration 70Q: 3 clusters Score -1.737068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171179 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -17370664.000000 Penalty: 3918.205566
	Iteration 71Q: 3 clusters Score -1.737066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171178 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -17370674.000000 Penalty: 3918.205566
	Iteration 72Q: 3 clusters Score -1.737067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171179 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -17370664.000000 Penalty: 3918.205566
	Iteration 73Q: 3 clusters Score -1.737066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171179 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -17370672.000000 Penalty: 3918.205566
	Iteration 74Q: 3 clusters Score -1.737067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171179 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -17370676.000000 Penalty: 3918.205566
	Iteration 75Q: 3 clusters Score -1.737068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171180 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -17370682.000000 Penalty: 3918.205566
	Iteration 76Q: 3 clusters Score -1.737068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171186 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -17370674.000000 Penalty: 3918.205566
	Iteration 77Q: 3 clusters Score -1.737067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171190 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -17370674.000000 Penalty: 3918.205566
	Iteration 78Q: 3 clusters Score -1.737067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171191 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -17370676.000000 Penalty: 3918.205566
	Iteration 79Q: 3 clusters Score -1.737068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171196 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -17370658.000000 Penalty: 3918.205566
	Iteration 80F: 3 clusters Score -1.737066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171200 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -17370670.000000 Penalty: 3918.205566
	Iteration 81Q: 3 clusters Score -1.737067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171202 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -17370670.000000 Penalty: 3918.205566
	Iteration 82Q: 3 clusters Score -1.737067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171200 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -17370678.000000 Penalty: 3918.205566
	Iteration 83Q: 3 clusters Score -1.737068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171203 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -17370684.000000 Penalty: 3918.205566
	Iteration 84Q: 3 clusters Score -1.737068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171202 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -17370694.000000 Penalty: 3918.205566
	Iteration 85Q: 3 clusters Score -1.737069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171201 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -17370700.000000 Penalty: 3918.205566
	Iteration 86Q: 3 clusters Score -1.73707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171197 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -17370670.000000 Penalty: 3918.205566
	Iteration 87Q: 3 clusters Score -1.737067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171192 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -17370686.000000 Penalty: 3918.205566
	Iteration 88Q: 3 clusters Score -1.737069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171190 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -17370706.000000 Penalty: 3918.205566
	Iteration 89Q: 3 clusters Score -1.737071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171189 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -17370700.000000 Penalty: 3918.205566
	Iteration 90Q: 3 clusters Score -1.73707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171188 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -17370696.000000 Penalty: 3918.205566
	Iteration 91Q: 3 clusters Score -1.73707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171188 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -17370696.000000 Penalty: 3918.205566
	Iteration 92F: 3 clusters Score -1.73707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (85302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85302 members 
Entering Unmasked Estep 
Score: -8629279.000000 Penalty: 1845.017456
	Iteration 0F: 2 clusters Score -8629279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -8572239.000000 Penalty: 3690.034912
	Iteration 0F: 3 clusters Score -8572239 nChanged 40740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -8596723.000000 Penalty: 3690.034912
	Iteration 1F: 3 clusters Score -8596723 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -8598337.000000 Penalty: 3690.034912
	Iteration 2Q: 3 clusters Score -8598337 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -8600806.000000 Penalty: 3690.034912
	Iteration 3Q: 3 clusters Score -8600806 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -8604237.000000 Penalty: 3690.034912
	Iteration 4F: 3 clusters Score -8604237 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -8608416.000000 Penalty: 3690.034912
	Iteration 5F: 3 clusters Score -8608416 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 56692 members 
Entering Unmasked Estep 
Score: -8612436.000000 Penalty: 3690.034912
	Iteration 6F: 3 clusters Score -8612436 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -8615576.000000 Penalty: 3690.034912
	Iteration 7F: 3 clusters Score -8615576 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -8617560.000000 Penalty: 3690.034912
	Iteration 8Q: 3 clusters Score -8617560 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -8618619.000000 Penalty: 3690.034912
	Iteration 9Q: 3 clusters Score -8618619 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 58777 members 
Entering Unmasked Estep 
Score: -8619046.000000 Penalty: 3690.034912
	Iteration 10Q: 3 clusters Score -8619046 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 58893 members 
Entering Unmasked Estep 
Score: -8619247.000000 Penalty: 3690.034912
	Iteration 11Q: 3 clusters Score -8619247 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 58998 members 
Entering Unmasked Estep 
Score: -8619372.000000 Penalty: 3690.034912
	Iteration 12Q: 3 clusters Score -8619372 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -8619509.000000 Penalty: 3690.034912
	Iteration 13Q: 3 clusters Score -8619509 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 59209 members 
Entering Unmasked Estep 
Score: -8619546.000000 Penalty: 3690.034912
	Iteration 14Q: 3 clusters Score -8619546 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 59291 members 
Entering Unmasked Estep 
Score: -8619571.000000 Penalty: 3690.034912
	Iteration 15Q: 3 clusters Score -8619571 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -8619648.000000 Penalty: 3690.034912
	Iteration 16Q: 3 clusters Score -8619648 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -8619715.000000 Penalty: 3690.034912
	Iteration 17Q: 3 clusters Score -8619715 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 59483 members 
Entering Unmasked Estep 
Score: -8619826.000000 Penalty: 3690.034912
	Iteration 18Q: 3 clusters Score -8619826 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 59572 members 
Entering Unmasked Estep 
Score: -8619887.000000 Penalty: 3690.034912
	Iteration 19Q: 3 clusters Score -8619887 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -8619947.000000 Penalty: 3690.034912
	Iteration 20F: 3 clusters Score -8619947 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 59625 members 
Entering Unmasked Estep 
Score: -8620019.000000 Penalty: 3690.034912
	Iteration 21Q: 3 clusters Score -8620019 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -8620082.000000 Penalty: 3690.034912
	Iteration 22Q: 3 clusters Score -8620082 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 59571 members 
Entering Unmasked Estep 
Score: -8620149.000000 Penalty: 3690.034912
	Iteration 23Q: 3 clusters Score -8620149 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -8620271.000000 Penalty: 3690.034912
	Iteration 24Q: 3 clusters Score -8620271 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 59466 members 
Entering Unmasked Estep 
Score: -8620410.000000 Penalty: 3690.034912
	Iteration 25Q: 3 clusters Score -8620410 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 59385 members 
Entering Unmasked Estep 
Score: -8620482.000000 Penalty: 3690.034912
	Iteration 26Q: 3 clusters Score -8620482 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -8620569.000000 Penalty: 3690.034912
	Iteration 27Q: 3 clusters Score -8620569 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 59151 members 
Entering Unmasked Estep 
Score: -8620683.000000 Penalty: 3690.034912
	Iteration 28Q: 3 clusters Score -8620683 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -8620764.000000 Penalty: 3690.034912
	Iteration 29Q: 3 clusters Score -8620764 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 58883 members 
Entering Unmasked Estep 
Score: -8620857.000000 Penalty: 3690.034912
	Iteration 30Q: 3 clusters Score -8620857 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 58715 members 
Entering Unmasked Estep 
Score: -8620918.000000 Penalty: 3690.034912
	Iteration 31Q: 3 clusters Score -8620918 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
Score: -8620984.000000 Penalty: 3690.034912
	Iteration 32Q: 3 clusters Score -8620984 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 58542 members 
Entering Unmasked Estep 
Score: -8621040.000000 Penalty: 3690.034912
	Iteration 33Q: 3 clusters Score -8621040 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -8621064.000000 Penalty: 3690.034912
	Iteration 34Q: 3 clusters Score -8621064 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -8621072.000000 Penalty: 3690.034912
	Iteration 35Q: 3 clusters Score -8621072 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -8621102.000000 Penalty: 3690.034912
	Iteration 36Q: 3 clusters Score -8621102 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 58335 members 
Entering Unmasked Estep 
Score: -8621084.000000 Penalty: 3690.034912
	Iteration 37Q: 3 clusters Score -8621084 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 58261 members 
Entering Unmasked Estep 
Score: -8621088.000000 Penalty: 3690.034912
	Iteration 38Q: 3 clusters Score -8621088 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -8621114.000000 Penalty: 3690.034912
	Iteration 39Q: 3 clusters Score -8621114 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 58063 members 
Entering Unmasked Estep 
Score: -8621159.000000 Penalty: 3690.034912
	Iteration 40F: 3 clusters Score -8621159 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 57971 members 
Entering Unmasked Estep 
Score: -8621136.000000 Penalty: 3690.034912
	Iteration 41Q: 3 clusters Score -8621136 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 57894 members 
Entering Unmasked Estep 
Score: -8621160.000000 Penalty: 3690.034912
	Iteration 42Q: 3 clusters Score -8621160 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 57813 members 
Entering Unmasked Estep 
Score: -8621158.000000 Penalty: 3690.034912
	Iteration 43Q: 3 clusters Score -8621158 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -8621180.000000 Penalty: 3690.034912
	Iteration 44Q: 3 clusters Score -8621180 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -8621175.000000 Penalty: 3690.034912
	Iteration 45Q: 3 clusters Score -8621175 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 57490 members 
Entering Unmasked Estep 
Score: -8621174.000000 Penalty: 3690.034912
	Iteration 46Q: 3 clusters Score -8621174 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -8621184.000000 Penalty: 3690.034912
	Iteration 47Q: 3 clusters Score -8621184 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 57263 members 
Entering Unmasked Estep 
Score: -8621192.000000 Penalty: 3690.034912
	Iteration 48Q: 3 clusters Score -8621192 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 57154 members 
Entering Unmasked Estep 
Score: -8621193.000000 Penalty: 3690.034912
	Iteration 49Q: 3 clusters Score -8621193 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 57053 members 
Entering Unmasked Estep 
Score: -8621201.000000 Penalty: 3690.034912
	Iteration 50Q: 3 clusters Score -8621201 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 56975 members 
Entering Unmasked Estep 
Score: -8621231.000000 Penalty: 3690.034912
	Iteration 51Q: 3 clusters Score -8621231 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -8621220.000000 Penalty: 3690.034912
	Iteration 52Q: 3 clusters Score -8621220 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 56783 members 
Entering Unmasked Estep 
Score: -8621215.000000 Penalty: 3690.034912
	Iteration 53Q: 3 clusters Score -8621215 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -8621193.000000 Penalty: 3690.034912
	Iteration 54Q: 3 clusters Score -8621193 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
Score: -8621215.000000 Penalty: 3690.034912
	Iteration 55Q: 3 clusters Score -8621215 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 56518 members 
Entering Unmasked Estep 
Score: -8621214.000000 Penalty: 3690.034912
	Iteration 56Q: 3 clusters Score -8621214 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -8621233.000000 Penalty: 3690.034912
	Iteration 57Q: 3 clusters Score -8621233 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -8621251.000000 Penalty: 3690.034912
	Iteration 58Q: 3 clusters Score -8621251 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -8621265.000000 Penalty: 3690.034912
	Iteration 59Q: 3 clusters Score -8621265 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 56158 members 
Entering Unmasked Estep 
Score: -8621280.000000 Penalty: 3690.034912
	Iteration 60F: 3 clusters Score -8621280 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 56074 members 
Entering Unmasked Estep 
Score: -8621252.000000 Penalty: 3690.034912
	Iteration 61Q: 3 clusters Score -8621252 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 55973 members 
Entering Unmasked Estep 
Score: -8621248.000000 Penalty: 3690.034912
	Iteration 62Q: 3 clusters Score -8621248 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -8621257.000000 Penalty: 3690.034912
	Iteration 63Q: 3 clusters Score -8621257 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -8621256.000000 Penalty: 3690.034912
	Iteration 64Q: 3 clusters Score -8621256 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -8621257.000000 Penalty: 3690.034912
	Iteration 65Q: 3 clusters Score -8621257 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 55552 members 
Entering Unmasked Estep 
Score: -8621270.000000 Penalty: 3690.034912
	Iteration 66Q: 3 clusters Score -8621270 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -8621282.000000 Penalty: 3690.034912
	Iteration 67Q: 3 clusters Score -8621282 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -8621295.000000 Penalty: 3690.034912
	Iteration 68Q: 3 clusters Score -8621295 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
Score: -8621303.000000 Penalty: 3690.034912
	Iteration 69Q: 3 clusters Score -8621303 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -8621304.000000 Penalty: 3690.034912
	Iteration 70Q: 3 clusters Score -8621304 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 54939 members 
Entering Unmasked Estep 
Score: -8621301.000000 Penalty: 3690.034912
	Iteration 71Q: 3 clusters Score -8621301 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -8621327.000000 Penalty: 3690.034912
	Iteration 72Q: 3 clusters Score -8621327 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 54698 members 
Entering Unmasked Estep 
Score: -8621326.000000 Penalty: 3690.034912
	Iteration 73Q: 3 clusters Score -8621326 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -8621308.000000 Penalty: 3690.034912
	Iteration 74Q: 3 clusters Score -8621308 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -8621328.000000 Penalty: 3690.034912
	Iteration 75Q: 3 clusters Score -8621328 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -8621321.000000 Penalty: 3690.034912
	Iteration 76Q: 3 clusters Score -8621321 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -8621334.000000 Penalty: 3690.034912
	Iteration 77Q: 3 clusters Score -8621334 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 54106 members 
Entering Unmasked Estep 
Score: -8621332.000000 Penalty: 3690.034912
	Iteration 78Q: 3 clusters Score -8621332 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -8621337.000000 Penalty: 3690.034912
	Iteration 79Q: 3 clusters Score -8621337 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 53806 members 
Entering Unmasked Estep 
Score: -8621330.000000 Penalty: 3690.034912
	Iteration 80F: 3 clusters Score -8621330 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -8621347.000000 Penalty: 3690.034912
	Iteration 81Q: 3 clusters Score -8621347 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 53452 members 
Entering Unmasked Estep 
Score: -8621383.000000 Penalty: 3690.034912
	Iteration 82Q: 3 clusters Score -8621383 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -8621396.000000 Penalty: 3690.034912
	Iteration 83Q: 3 clusters Score -8621396 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 53035 members 
Entering Unmasked Estep 
Score: -8621415.000000 Penalty: 3690.034912
	Iteration 84Q: 3 clusters Score -8621415 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -8621445.000000 Penalty: 3690.034912
	Iteration 85Q: 3 clusters Score -8621445 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -8621446.000000 Penalty: 3690.034912
	Iteration 86Q: 3 clusters Score -8621446 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -8621466.000000 Penalty: 3690.034912
	Iteration 87Q: 3 clusters Score -8621466 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -8621463.000000 Penalty: 3690.034912
	Iteration 88Q: 3 clusters Score -8621463 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -8621495.000000 Penalty: 3690.034912
	Iteration 89Q: 3 clusters Score -8621495 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -8621532.000000 Penalty: 3690.034912
	Iteration 90Q: 3 clusters Score -8621532 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -8621573.000000 Penalty: 3690.034912
	Iteration 91Q: 3 clusters Score -8621573 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 50860 members 
Entering Unmasked Estep 
Score: -8621594.000000 Penalty: 3690.034912
	Iteration 92Q: 3 clusters Score -8621594 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -8621618.000000 Penalty: 3690.034912
	Iteration 93Q: 3 clusters Score -8621618 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -8621661.000000 Penalty: 3690.034912
	Iteration 94Q: 3 clusters Score -8621661 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -8621667.000000 Penalty: 3690.034912
	Iteration 95Q: 3 clusters Score -8621667 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -8621675.000000 Penalty: 3690.034912
	Iteration 96Q: 3 clusters Score -8621675 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -8621688.000000 Penalty: 3690.034912
	Iteration 97Q: 3 clusters Score -8621688 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 48555 members 
Entering Unmasked Estep 
Score: -8621771.000000 Penalty: 3690.034912
	Iteration 98Q: 3 clusters Score -8621771 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -8621831.000000 Penalty: 3690.034912
	Iteration 99Q: 3 clusters Score -8621831 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -8621835.000000 Penalty: 3690.034912
	Iteration 100F: 3 clusters Score -8621835 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -8621882.000000 Penalty: 3690.034912
	Iteration 101Q: 3 clusters Score -8621882 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -8621940.000000 Penalty: 3690.034912
	Iteration 102Q: 3 clusters Score -8621940 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -8622011.000000 Penalty: 3690.034912
	Iteration 103Q: 3 clusters Score -8622011 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -8622077.000000 Penalty: 3690.034912
	Iteration 104Q: 3 clusters Score -8622077 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -8622154.000000 Penalty: 3690.034912
	Iteration 105Q: 3 clusters Score -8622154 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -8622253.000000 Penalty: 3690.034912
	Iteration 106Q: 3 clusters Score -8622253 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -8622328.000000 Penalty: 3690.034912
	Iteration 107Q: 3 clusters Score -8622328 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -8622450.000000 Penalty: 3690.034912
	Iteration 108Q: 3 clusters Score -8622450 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -8622536.000000 Penalty: 3690.034912
	Iteration 109Q: 3 clusters Score -8622536 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -8622687.000000 Penalty: 3690.034912
	Iteration 110Q: 3 clusters Score -8622687 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -8622825.000000 Penalty: 3690.034912
	Iteration 111Q: 3 clusters Score -8622825 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -8622916.000000 Penalty: 3690.034912
	Iteration 112Q: 3 clusters Score -8622916 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -8623074.000000 Penalty: 3690.034912
	Iteration 113Q: 3 clusters Score -8623074 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -8623258.000000 Penalty: 3690.034912
	Iteration 114Q: 3 clusters Score -8623258 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -8623487.000000 Penalty: 3690.034912
	Iteration 115Q: 3 clusters Score -8623487 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -8623695.000000 Penalty: 3690.034912
	Iteration 116Q: 3 clusters Score -8623695 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -8623909.000000 Penalty: 3690.034912
	Iteration 117Q: 3 clusters Score -8623909 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -8624097.000000 Penalty: 3690.034912
	Iteration 118Q: 3 clusters Score -8624097 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -8624319.000000 Penalty: 3690.034912
	Iteration 119Q: 3 clusters Score -8624319 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -8624494.000000 Penalty: 3690.034912
	Iteration 120F: 3 clusters Score -8624494 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -8624646.000000 Penalty: 3690.034912
	Iteration 121Q: 3 clusters Score -8624646 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -8624849.000000 Penalty: 3690.034912
	Iteration 122Q: 3 clusters Score -8624849 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55555 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -8625024.000000 Penalty: 3690.034912
	Iteration 123Q: 3 clusters Score -8625024 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -8625175.000000 Penalty: 3690.034912
	Iteration 124Q: 3 clusters Score -8625175 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -8625410.000000 Penalty: 3690.034912
	Iteration 125Q: 3 clusters Score -8625410 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -8625568.000000 Penalty: 3690.034912
	Iteration 126Q: 3 clusters Score -8625568 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59076 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -8625751.000000 Penalty: 3690.034912
	Iteration 127Q: 3 clusters Score -8625751 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -8625947.000000 Penalty: 3690.034912
	Iteration 128Q: 3 clusters Score -8625947 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60615 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -8626073.000000 Penalty: 3690.034912
	Iteration 129Q: 3 clusters Score -8626073 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61389 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -8626254.000000 Penalty: 3690.034912
	Iteration 130Q: 3 clusters Score -8626254 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62121 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -8626413.000000 Penalty: 3690.034912
	Iteration 131Q: 3 clusters Score -8626413 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -8626544.000000 Penalty: 3690.034912
	Iteration 132Q: 3 clusters Score -8626544 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63479 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -8626645.000000 Penalty: 3690.034912
	Iteration 133Q: 3 clusters Score -8626645 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64085 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -8626757.000000 Penalty: 3690.034912
	Iteration 134Q: 3 clusters Score -8626757 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64708 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -8626790.000000 Penalty: 3690.034912
	Iteration 135Q: 3 clusters Score -8626790 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -8626905.000000 Penalty: 3690.034912
	Iteration 136Q: 3 clusters Score -8626905 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -8627030.000000 Penalty: 3690.034912
	Iteration 137Q: 3 clusters Score -8627030 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66454 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -8627129.000000 Penalty: 3690.034912
	Iteration 138Q: 3 clusters Score -8627129 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66985 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -8627215.000000 Penalty: 3690.034912
	Iteration 139Q: 3 clusters Score -8627215 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67489 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -8627270.000000 Penalty: 3690.034912
	Iteration 140F: 3 clusters Score -8627270 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67946 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -8627349.000000 Penalty: 3690.034912
	Iteration 141Q: 3 clusters Score -8627349 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68364 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -8627434.000000 Penalty: 3690.034912
	Iteration 142Q: 3 clusters Score -8627434 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68757 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -8627458.000000 Penalty: 3690.034912
	Iteration 143Q: 3 clusters Score -8627458 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69127 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -8627491.000000 Penalty: 3690.034912
	Iteration 144Q: 3 clusters Score -8627491 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69498 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -8627516.000000 Penalty: 3690.034912
	Iteration 145Q: 3 clusters Score -8627516 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69858 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -8627597.000000 Penalty: 3690.034912
	Iteration 146Q: 3 clusters Score -8627597 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70216 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -8627642.000000 Penalty: 3690.034912
	Iteration 147Q: 3 clusters Score -8627642 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70577 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -8627701.000000 Penalty: 3690.034912
	Iteration 148Q: 3 clusters Score -8627701 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -8627743.000000 Penalty: 3690.034912
	Iteration 149Q: 3 clusters Score -8627743 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71281 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -8627781.000000 Penalty: 3690.034912
	Iteration 150Q: 3 clusters Score -8627781 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71588 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -8627844.000000 Penalty: 3690.034912
	Iteration 151Q: 3 clusters Score -8627844 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71880 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -8627836.000000 Penalty: 3690.034912
	Iteration 152Q: 3 clusters Score -8627836 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72154 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -8627866.000000 Penalty: 3690.034912
	Iteration 153Q: 3 clusters Score -8627866 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72429 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -8627928.000000 Penalty: 3690.034912
	Iteration 154Q: 3 clusters Score -8627928 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -8627958.000000 Penalty: 3690.034912
	Iteration 155Q: 3 clusters Score -8627958 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72923 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -8627981.000000 Penalty: 3690.034912
	Iteration 156Q: 3 clusters Score -8627981 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73164 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -8628011.000000 Penalty: 3690.034912
	Iteration 157Q: 3 clusters Score -8628011 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73402 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -8628054.000000 Penalty: 3690.034912
	Iteration 158Q: 3 clusters Score -8628054 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73645 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -8628101.000000 Penalty: 3690.034912
	Iteration 159Q: 3 clusters Score -8628101 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73871 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -8628098.000000 Penalty: 3690.034912
	Iteration 160F: 3 clusters Score -8628098 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74069 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -8628119.000000 Penalty: 3690.034912
	Iteration 161Q: 3 clusters Score -8628119 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -8628135.000000 Penalty: 3690.034912
	Iteration 162Q: 3 clusters Score -8628135 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74423 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -8628162.000000 Penalty: 3690.034912
	Iteration 163Q: 3 clusters Score -8628162 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -8628152.000000 Penalty: 3690.034912
	Iteration 164Q: 3 clusters Score -8628152 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74708 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -8628183.000000 Penalty: 3690.034912
	Iteration 165Q: 3 clusters Score -8628183 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74841 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -8628187.000000 Penalty: 3690.034912
	Iteration 166Q: 3 clusters Score -8628187 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74956 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -8628200.000000 Penalty: 3690.034912
	Iteration 167Q: 3 clusters Score -8628200 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -8628220.000000 Penalty: 3690.034912
	Iteration 168Q: 3 clusters Score -8628220 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75219 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -8628223.000000 Penalty: 3690.034912
	Iteration 169Q: 3 clusters Score -8628223 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75354 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -8628227.000000 Penalty: 3690.034912
	Iteration 170Q: 3 clusters Score -8628227 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75479 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -8628250.000000 Penalty: 3690.034912
	Iteration 171Q: 3 clusters Score -8628250 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75599 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -8628283.000000 Penalty: 3690.034912
	Iteration 172Q: 3 clusters Score -8628283 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75716 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -8628287.000000 Penalty: 3690.034912
	Iteration 173Q: 3 clusters Score -8628287 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75838 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -8628297.000000 Penalty: 3690.034912
	Iteration 174Q: 3 clusters Score -8628297 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -8628304.000000 Penalty: 3690.034912
	Iteration 175Q: 3 clusters Score -8628304 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76041 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -8628301.000000 Penalty: 3690.034912
	Iteration 176Q: 3 clusters Score -8628301 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -8628294.000000 Penalty: 3690.034912
	Iteration 177Q: 3 clusters Score -8628294 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76195 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -8628282.000000 Penalty: 3690.034912
	Iteration 178Q: 3 clusters Score -8628282 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76257 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -8628295.000000 Penalty: 3690.034912
	Iteration 179Q: 3 clusters Score -8628295 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76331 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -8628296.000000 Penalty: 3690.034912
	Iteration 180F: 3 clusters Score -8628296 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76405 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -8628300.000000 Penalty: 3690.034912
	Iteration 181Q: 3 clusters Score -8628300 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76488 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -8628342.000000 Penalty: 3690.034912
	Iteration 182Q: 3 clusters Score -8628342 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76589 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -8628336.000000 Penalty: 3690.034912
	Iteration 183Q: 3 clusters Score -8628336 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76677 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -8628324.000000 Penalty: 3690.034912
	Iteration 184Q: 3 clusters Score -8628324 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76764 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -8628354.000000 Penalty: 3690.034912
	Iteration 185Q: 3 clusters Score -8628354 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76847 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -8628372.000000 Penalty: 3690.034912
	Iteration 186Q: 3 clusters Score -8628372 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76926 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -8628389.000000 Penalty: 3690.034912
	Iteration 187Q: 3 clusters Score -8628389 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77001 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -8628384.000000 Penalty: 3690.034912
	Iteration 188Q: 3 clusters Score -8628384 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -8628391.000000 Penalty: 3690.034912
	Iteration 189Q: 3 clusters Score -8628391 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77138 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -8628393.000000 Penalty: 3690.034912
	Iteration 190Q: 3 clusters Score -8628393 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77198 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -8628400.000000 Penalty: 3690.034912
	Iteration 191Q: 3 clusters Score -8628400 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77266 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -8628411.000000 Penalty: 3690.034912
	Iteration 192Q: 3 clusters Score -8628411 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77337 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -8628421.000000 Penalty: 3690.034912
	Iteration 193Q: 3 clusters Score -8628421 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77414 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -8628434.000000 Penalty: 3690.034912
	Iteration 194Q: 3 clusters Score -8628434 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77488 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -8628445.000000 Penalty: 3690.034912
	Iteration 195Q: 3 clusters Score -8628445 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77572 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -8628436.000000 Penalty: 3690.034912
	Iteration 196Q: 3 clusters Score -8628436 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -8628433.000000 Penalty: 3690.034912
	Iteration 197Q: 3 clusters Score -8628433 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -8628458.000000 Penalty: 3690.034912
	Iteration 198Q: 3 clusters Score -8628458 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77831 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -8628468.000000 Penalty: 3690.034912
	Iteration 199Q: 3 clusters Score -8628468 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77905 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -8628474.000000 Penalty: 3690.034912
	Iteration 200F: 3 clusters Score -8628474 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -8628478.000000 Penalty: 3690.034912
	Iteration 201Q: 3 clusters Score -8628478 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78049 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -8628491.000000 Penalty: 3690.034912
	Iteration 202Q: 3 clusters Score -8628491 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78111 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -8628506.000000 Penalty: 3690.034912
	Iteration 203Q: 3 clusters Score -8628506 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78168 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -8628502.000000 Penalty: 3690.034912
	Iteration 204Q: 3 clusters Score -8628502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78216 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -8628492.000000 Penalty: 3690.034912
	Iteration 205Q: 3 clusters Score -8628492 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78257 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -8628490.000000 Penalty: 3690.034912
	Iteration 206Q: 3 clusters Score -8628490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78289 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -8628498.000000 Penalty: 3690.034912
	Iteration 207Q: 3 clusters Score -8628498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78316 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -8628505.000000 Penalty: 3690.034912
	Iteration 208Q: 3 clusters Score -8628505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78342 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -8628505.000000 Penalty: 3690.034912
	Iteration 209Q: 3 clusters Score -8628505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78361 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -8628503.000000 Penalty: 3690.034912
	Iteration 210Q: 3 clusters Score -8628503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78378 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -8628507.000000 Penalty: 3690.034912
	Iteration 211Q: 3 clusters Score -8628507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78395 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -8628511.000000 Penalty: 3690.034912
	Iteration 212Q: 3 clusters Score -8628511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78409 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -8628515.000000 Penalty: 3690.034912
	Iteration 213Q: 3 clusters Score -8628515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78421 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -8628513.000000 Penalty: 3690.034912
	Iteration 214Q: 3 clusters Score -8628513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -8628516.000000 Penalty: 3690.034912
	Iteration 215Q: 3 clusters Score -8628516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78447 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -8628513.000000 Penalty: 3690.034912
	Iteration 216Q: 3 clusters Score -8628513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78459 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -8628507.000000 Penalty: 3690.034912
	Iteration 217Q: 3 clusters Score -8628507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78468 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -8628499.000000 Penalty: 3690.034912
	Iteration 218Q: 3 clusters Score -8628499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78471 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -8628509.000000 Penalty: 3690.034912
	Iteration 219Q: 3 clusters Score -8628509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78478 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -8628517.000000 Penalty: 3690.034912
	Iteration 220F: 3 clusters Score -8628517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78484 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -8628519.000000 Penalty: 3690.034912
	Iteration 221Q: 3 clusters Score -8628519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78490 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -8628521.000000 Penalty: 3690.034912
	Iteration 222Q: 3 clusters Score -8628521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78497 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -8628523.000000 Penalty: 3690.034912
	Iteration 223Q: 3 clusters Score -8628523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78503 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -8628519.000000 Penalty: 3690.034912
	Iteration 224Q: 3 clusters Score -8628519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78510 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -8628527.000000 Penalty: 3690.034912
	Iteration 225Q: 3 clusters Score -8628527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -8628526.000000 Penalty: 3690.034912
	Iteration 226Q: 3 clusters Score -8628526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78521 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -8628532.000000 Penalty: 3690.034912
	Iteration 227Q: 3 clusters Score -8628532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78525 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -8628536.000000 Penalty: 3690.034912
	Iteration 228Q: 3 clusters Score -8628536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78532 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -8628519.000000 Penalty: 3690.034912
	Iteration 229Q: 3 clusters Score -8628519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78537 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -8628521.000000 Penalty: 3690.034912
	Iteration 230Q: 3 clusters Score -8628521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78541 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -8628515.000000 Penalty: 3690.034912
	Iteration 231Q: 3 clusters Score -8628515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78544 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -8628513.000000 Penalty: 3690.034912
	Iteration 232Q: 3 clusters Score -8628513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78550 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -8628521.000000 Penalty: 3690.034912
	Iteration 233Q: 3 clusters Score -8628521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78553 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -8628524.000000 Penalty: 3690.034912
	Iteration 234Q: 3 clusters Score -8628524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78555 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -8628522.000000 Penalty: 3690.034912
	Iteration 235Q: 3 clusters Score -8628522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78559 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -8628527.000000 Penalty: 3690.034912
	Iteration 236Q: 3 clusters Score -8628527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78565 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -8628520.000000 Penalty: 3690.034912
	Iteration 237Q: 3 clusters Score -8628520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78567 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -8628524.000000 Penalty: 3690.034912
	Iteration 238Q: 3 clusters Score -8628524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78570 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -8628524.000000 Penalty: 3690.034912
	Iteration 239Q: 3 clusters Score -8628524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78577 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -8628525.000000 Penalty: 3690.034912
	Iteration 240F: 3 clusters Score -8628525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78584 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -8628529.000000 Penalty: 3690.034912
	Iteration 241Q: 3 clusters Score -8628529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78591 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -8628529.000000 Penalty: 3690.034912
	Iteration 242Q: 3 clusters Score -8628529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78599 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -8628532.000000 Penalty: 3690.034912
	Iteration 243Q: 3 clusters Score -8628532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -8628539.000000 Penalty: 3690.034912
	Iteration 244Q: 3 clusters Score -8628539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78616 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -8628534.000000 Penalty: 3690.034912
	Iteration 245Q: 3 clusters Score -8628534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78627 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -8628521.000000 Penalty: 3690.034912
	Iteration 246Q: 3 clusters Score -8628521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78643 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -8628524.000000 Penalty: 3690.034912
	Iteration 247Q: 3 clusters Score -8628524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78661 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -8628512.000000 Penalty: 3690.034912
	Iteration 248Q: 3 clusters Score -8628512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78683 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -8628519.000000 Penalty: 3690.034912
	Iteration 249Q: 3 clusters Score -8628519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78712 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -8628514.000000 Penalty: 3690.034912
	Iteration 250Q: 3 clusters Score -8628514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78739 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -8628512.000000 Penalty: 3690.034912
	Iteration 251Q: 3 clusters Score -8628512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78757 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -8628506.000000 Penalty: 3690.034912
	Iteration 252Q: 3 clusters Score -8628506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78771 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -8628520.000000 Penalty: 3690.034912
	Iteration 253Q: 3 clusters Score -8628520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78791 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -8628520.000000 Penalty: 3690.034912
	Iteration 254Q: 3 clusters Score -8628520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78804 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -8628525.000000 Penalty: 3690.034912
	Iteration 255Q: 3 clusters Score -8628525 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78825 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -8628531.000000 Penalty: 3690.034912
	Iteration 256Q: 3 clusters Score -8628531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78840 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -8628525.000000 Penalty: 3690.034912
	Iteration 257Q: 3 clusters Score -8628525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78851 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -8628521.000000 Penalty: 3690.034912
	Iteration 258Q: 3 clusters Score -8628521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78859 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -8628528.000000 Penalty: 3690.034912
	Iteration 259Q: 3 clusters Score -8628528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78865 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -8628522.000000 Penalty: 3690.034912
	Iteration 260F: 3 clusters Score -8628522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -8628533.000000 Penalty: 3690.034912
	Iteration 261Q: 3 clusters Score -8628533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78873 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -8628525.000000 Penalty: 3690.034912
	Iteration 262Q: 3 clusters Score -8628525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78875 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -8628519.000000 Penalty: 3690.034912
	Iteration 263Q: 3 clusters Score -8628519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78878 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -8628521.000000 Penalty: 3690.034912
	Iteration 264Q: 3 clusters Score -8628521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78885 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -8628526.000000 Penalty: 3690.034912
	Iteration 265Q: 3 clusters Score -8628526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78890 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -8628522.000000 Penalty: 3690.034912
	Iteration 266Q: 3 clusters Score -8628522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78894 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -8628519.000000 Penalty: 3690.034912
	Iteration 267Q: 3 clusters Score -8628519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78897 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -8628525.000000 Penalty: 3690.034912
	Iteration 268Q: 3 clusters Score -8628525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78901 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -8628519.000000 Penalty: 3690.034912
	Iteration 269Q: 3 clusters Score -8628519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -8628526.000000 Penalty: 3690.034912
	Iteration 270Q: 3 clusters Score -8628526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -8628526.000000 Penalty: 3690.034912
	Iteration 271F: 3 clusters Score -8628526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (212400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212400 members 
Entering Unmasked Estep 
Score: -21726574.000000 Penalty: 1993.261841
	Iteration 0F: 2 clusters Score -2.172657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105992 members 
Mstep: Class 2 contains 106408 members 
Entering Unmasked Estep 
Score: -21607322.000000 Penalty: 3986.523682
	Iteration 0F: 3 clusters Score -2.160732e+07 nChanged 103591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103195 members 
Mstep: Class 2 contains 109205 members 
Entering Unmasked Estep 
Score: -21669336.000000 Penalty: 3986.523682
	Iteration 1F: 3 clusters Score -2.166934e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101835 members 
Mstep: Class 2 contains 110565 members 
Entering Unmasked Estep 
Score: -21670536.000000 Penalty: 3986.523682
	Iteration 2Q: 3 clusters Score -2.167054e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99645 members 
Mstep: Class 2 contains 112755 members 
Entering Unmasked Estep 
Score: -21672304.000000 Penalty: 3986.523682
	Iteration 3Q: 3 clusters Score -2.16723e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96210 members 
Mstep: Class 2 contains 116190 members 
Entering Unmasked Estep 
Score: -21675364.000000 Penalty: 3986.523682
	Iteration 4Q: 3 clusters Score -2.167536e+07 nChanged 10057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91125 members 
Mstep: Class 2 contains 121275 members 
Entering Unmasked Estep 
Score: -21680140.000000 Penalty: 3986.523682
	Iteration 5Q: 3 clusters Score -2.168014e+07 nChanged 12419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84180 members 
Mstep: Class 2 contains 128220 members 
Entering Unmasked Estep 
Score: -21688130.000000 Penalty: 3986.523682
	Iteration 6F: 3 clusters Score -2.168813e+07 nChanged 14398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76290 members 
Mstep: Class 2 contains 136110 members 
Entering Unmasked Estep 
Score: -21699512.000000 Penalty: 3986.523682
	Iteration 7F: 3 clusters Score -2.169951e+07 nChanged 14316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69632 members 
Mstep: Class 2 contains 142768 members 
Entering Unmasked Estep 
Score: -21710394.000000 Penalty: 3986.523682
	Iteration 8F: 3 clusters Score -2.171039e+07 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 146984 members 
Entering Unmasked Estep 
Score: -21716470.000000 Penalty: 3986.523682
	Iteration 9F: 3 clusters Score -2.171647e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62033 members 
Mstep: Class 2 contains 150367 members 
Entering Unmasked Estep 
Score: -21718908.000000 Penalty: 3986.523682
	Iteration 10Q: 3 clusters Score -2.171891e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 153745 members 
Entering Unmasked Estep 
Score: -21720094.000000 Penalty: 3986.523682
	Iteration 11Q: 3 clusters Score -2.172009e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 157118 members 
Entering Unmasked Estep 
Score: -21721034.000000 Penalty: 3986.523682
	Iteration 12Q: 3 clusters Score -2.172103e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 160519 members 
Entering Unmasked Estep 
Score: -21721738.000000 Penalty: 3986.523682
	Iteration 13Q: 3 clusters Score -2.172174e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 163701 members 
Entering Unmasked Estep 
Score: -21722272.000000 Penalty: 3986.523682
	Iteration 14Q: 3 clusters Score -2.172227e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 166818 members 
Entering Unmasked Estep 
Score: -21722838.000000 Penalty: 3986.523682
	Iteration 15Q: 3 clusters Score -2.172284e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 169810 members 
Entering Unmasked Estep 
Score: -21722944.000000 Penalty: 3986.523682
	Iteration 16Q: 3 clusters Score -2.172294e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 172711 members 
Entering Unmasked Estep 
Score: -21723012.000000 Penalty: 3986.523682
	Iteration 17Q: 3 clusters Score -2.172301e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 175499 members 
Entering Unmasked Estep 
Score: -21723094.000000 Penalty: 3986.523682
	Iteration 18Q: 3 clusters Score -2.172309e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 178315 members 
Entering Unmasked Estep 
Score: -21722926.000000 Penalty: 3986.523682
	Iteration 19Q: 3 clusters Score -2.172293e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 181000 members 
Entering Unmasked Estep 
Score: -21722984.000000 Penalty: 3986.523682
	Iteration 20F: 3 clusters Score -2.172298e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 183584 members 
Entering Unmasked Estep 
Score: -21723064.000000 Penalty: 3986.523682
	Iteration 21Q: 3 clusters Score -2.172306e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 186078 members 
Entering Unmasked Estep 
Score: -21723114.000000 Penalty: 3986.523682
	Iteration 22Q: 3 clusters Score -2.172311e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 188498 members 
Entering Unmasked Estep 
Score: -21723196.000000 Penalty: 3986.523682
	Iteration 23Q: 3 clusters Score -2.17232e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 190849 members 
Entering Unmasked Estep 
Score: -21723180.000000 Penalty: 3986.523682
	Iteration 24Q: 3 clusters Score -2.172318e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 193157 members 
Entering Unmasked Estep 
Score: -21723240.000000 Penalty: 3986.523682
	Iteration 25Q: 3 clusters Score -2.172324e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 195373 members 
Entering Unmasked Estep 
Score: -21723438.000000 Penalty: 3986.523682
	Iteration 26Q: 3 clusters Score -2.172344e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 197494 members 
Entering Unmasked Estep 
Score: -21723612.000000 Penalty: 3986.523682
	Iteration 27Q: 3 clusters Score -2.172361e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 199480 members 
Entering Unmasked Estep 
Score: -21723758.000000 Penalty: 3986.523682
	Iteration 28Q: 3 clusters Score -2.172376e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 201311 members 
Entering Unmasked Estep 
Score: -21724048.000000 Penalty: 3986.523682
	Iteration 29Q: 3 clusters Score -2.172405e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 203000 members 
Entering Unmasked Estep 
Score: -21724190.000000 Penalty: 3986.523682
	Iteration 30Q: 3 clusters Score -2.172419e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 204472 members 
Entering Unmasked Estep 
Score: -21724390.000000 Penalty: 3986.523682
	Iteration 31Q: 3 clusters Score -2.172439e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 205825 members 
Entering Unmasked Estep 
Score: -21724726.000000 Penalty: 3986.523682
	Iteration 32Q: 3 clusters Score -2.172473e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 206977 members 
Entering Unmasked Estep 
Score: -21724934.000000 Penalty: 3986.523682
	Iteration 33Q: 3 clusters Score -2.172493e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 207965 members 
Entering Unmasked Estep 
Score: -21725104.000000 Penalty: 3986.523682
	Iteration 34Q: 3 clusters Score -2.17251e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 208772 members 
Entering Unmasked Estep 
Score: -21725168.000000 Penalty: 3986.523682
	Iteration 35Q: 3 clusters Score -2.172517e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 209430 members 
Entering Unmasked Estep 
Score: -21725240.000000 Penalty: 3986.523682
	Iteration 36Q: 3 clusters Score -2.172524e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 209902 members 
Entering Unmasked Estep 
Score: -21725382.000000 Penalty: 3986.523682
	Iteration 37Q: 3 clusters Score -2.172538e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 210261 members 
Entering Unmasked Estep 
Score: -21725386.000000 Penalty: 3986.523682
	Iteration 38Q: 3 clusters Score -2.172539e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 210549 members 
Entering Unmasked Estep 
Score: -21725374.000000 Penalty: 3986.523682
	Iteration 39Q: 3 clusters Score -2.172537e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 210758 members 
Entering Unmasked Estep 
Score: -21725324.000000 Penalty: 3986.523682
	Iteration 40F: 3 clusters Score -2.172532e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 210919 members 
Entering Unmasked Estep 
Score: -21725360.000000 Penalty: 3986.523682
	Iteration 41Q: 3 clusters Score -2.172536e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 211046 members 
Entering Unmasked Estep 
Score: -21725332.000000 Penalty: 3986.523682
	Iteration 42Q: 3 clusters Score -2.172533e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 211155 members 
Entering Unmasked Estep 
Score: -21725316.000000 Penalty: 3986.523682
	Iteration 43Q: 3 clusters Score -2.172532e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 211219 members 
Entering Unmasked Estep 
Score: -21725330.000000 Penalty: 3986.523682
	Iteration 44Q: 3 clusters Score -2.172533e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 211267 members 
Entering Unmasked Estep 
Score: -21725300.000000 Penalty: 3986.523682
	Iteration 45Q: 3 clusters Score -2.17253e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 211298 members 
Entering Unmasked Estep 
Score: -21725304.000000 Penalty: 3986.523682
	Iteration 46Q: 3 clusters Score -2.17253e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 211317 members 
Entering Unmasked Estep 
Score: -21725316.000000 Penalty: 3986.523682
	Iteration 47Q: 3 clusters Score -2.172532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 211332 members 
Entering Unmasked Estep 
Score: -21725300.000000 Penalty: 3986.523682
	Iteration 48Q: 3 clusters Score -2.17253e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 211348 members 
Entering Unmasked Estep 
Score: -21725298.000000 Penalty: 3986.523682
	Iteration 49Q: 3 clusters Score -2.17253e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 211371 members 
Entering Unmasked Estep 
Score: -21725314.000000 Penalty: 3986.523682
	Iteration 50Q: 3 clusters Score -2.172531e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 211399 members 
Entering Unmasked Estep 
Score: -21725312.000000 Penalty: 3986.523682
	Iteration 51Q: 3 clusters Score -2.172531e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 211426 members 
Entering Unmasked Estep 
Score: -21725308.000000 Penalty: 3986.523682
	Iteration 52Q: 3 clusters Score -2.172531e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 211448 members 
Entering Unmasked Estep 
Score: -21725308.000000 Penalty: 3986.523682
	Iteration 53Q: 3 clusters Score -2.172531e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 211467 members 
Entering Unmasked Estep 
Score: -21725304.000000 Penalty: 3986.523682
	Iteration 54Q: 3 clusters Score -2.17253e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 211484 members 
Entering Unmasked Estep 
Score: -21725334.000000 Penalty: 3986.523682
	Iteration 55Q: 3 clusters Score -2.172533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 211496 members 
Entering Unmasked Estep 
Score: -21725316.000000 Penalty: 3986.523682
	Iteration 56Q: 3 clusters Score -2.172532e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 211508 members 
Entering Unmasked Estep 
Score: -21725290.000000 Penalty: 3986.523682
	Iteration 57Q: 3 clusters Score -2.172529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 211521 members 
Entering Unmasked Estep 
Score: -21725290.000000 Penalty: 3986.523682
	Iteration 58Q: 3 clusters Score -2.172529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 211536 members 
Entering Unmasked Estep 
Score: -21725290.000000 Penalty: 3986.523682
	Iteration 59Q: 3 clusters Score -2.172529e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 211547 members 
Entering Unmasked Estep 
Score: -21725272.000000 Penalty: 3986.523682
	Iteration 60F: 3 clusters Score -2.172527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 211555 members 
Entering Unmasked Estep 
Score: -21725274.000000 Penalty: 3986.523682
	Iteration 61Q: 3 clusters Score -2.172527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 211563 members 
Entering Unmasked Estep 
Score: -21725266.000000 Penalty: 3986.523682
	Iteration 62Q: 3 clusters Score -2.172527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 211567 members 
Entering Unmasked Estep 
Score: -21725282.000000 Penalty: 3986.523682
	Iteration 63Q: 3 clusters Score -2.172528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 211573 members 
Entering Unmasked Estep 
Score: -21725296.000000 Penalty: 3986.523682
	Iteration 64Q: 3 clusters Score -2.17253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 211577 members 
Entering Unmasked Estep 
Score: -21725302.000000 Penalty: 3986.523682
	Iteration 65Q: 3 clusters Score -2.17253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 211582 members 
Entering Unmasked Estep 
Score: -21725304.000000 Penalty: 3986.523682
	Iteration 66Q: 3 clusters Score -2.17253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 211584 members 
Entering Unmasked Estep 
Score: -21725314.000000 Penalty: 3986.523682
	Iteration 67Q: 3 clusters Score -2.172531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 211584 members 
Entering Unmasked Estep 
Score: -21725314.000000 Penalty: 3986.523682
	Iteration 68F: 3 clusters Score -2.172531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Entering Unmasked Estep 
Score: -1047220.562500 Penalty: 1498.795288
	Iteration 0F: 2 clusters Score -1047221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1039911.187500 Penalty: 2997.590576
	Iteration 0F: 3 clusters Score -1039911 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1042396.312500 Penalty: 2997.590576
	Iteration 1F: 3 clusters Score -1042396 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1042787.062500 Penalty: 2997.590576
	Iteration 2F: 3 clusters Score -1042787 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1043150.812500 Penalty: 2997.590576
	Iteration 3F: 3 clusters Score -1043151 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1043535.062500 Penalty: 2997.590576
	Iteration 4F: 3 clusters Score -1043535 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1043996.750000 Penalty: 2997.590576
	Iteration 5F: 3 clusters Score -1043997 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1044463.437500 Penalty: 2997.590576
	Iteration 6F: 3 clusters Score -1044463 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1044902.500000 Penalty: 2997.590576
	Iteration 7F: 3 clusters Score -1044902 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1045276.312500 Penalty: 2997.590576
	Iteration 8Q: 3 clusters Score -1045276 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1045528.812500 Penalty: 2997.590576
	Iteration 9Q: 3 clusters Score -1045529 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1045699.125000 Penalty: 2997.590576
	Iteration 10Q: 3 clusters Score -1045699 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1045779.312500 Penalty: 2997.590576
	Iteration 11Q: 3 clusters Score -1045779 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1045832.375000 Penalty: 2997.590576
	Iteration 12Q: 3 clusters Score -1045832 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1045872.312500 Penalty: 2997.590576
	Iteration 13Q: 3 clusters Score -1045872 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1045895.875000 Penalty: 2997.590576
	Iteration 14Q: 3 clusters Score -1045896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1045914.625000 Penalty: 2997.590576
	Iteration 15Q: 3 clusters Score -1045915 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1045929.312500 Penalty: 2997.590576
	Iteration 16Q: 3 clusters Score -1045929 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1045937.937500 Penalty: 2997.590576
	Iteration 17Q: 3 clusters Score -1045938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1045950.625000 Penalty: 2997.590576
	Iteration 18Q: 3 clusters Score -1045951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1045956.562500 Penalty: 2997.590576
	Iteration 19Q: 3 clusters Score -1045957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1045963.062500 Penalty: 2997.590576
	Iteration 20F: 3 clusters Score -1045963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1045972.687500 Penalty: 2997.590576
	Iteration 21Q: 3 clusters Score -1045973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1045978.000000 Penalty: 2997.590576
	Iteration 22Q: 3 clusters Score -1045978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1045985.375000 Penalty: 2997.590576
	Iteration 23Q: 3 clusters Score -1045985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1045994.187500 Penalty: 2997.590576
	Iteration 24Q: 3 clusters Score -1045994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1046000.312500 Penalty: 2997.590576
	Iteration 25Q: 3 clusters Score -1046000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1046009.500000 Penalty: 2997.590576
	Iteration 26Q: 3 clusters Score -1046010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1046015.875000 Penalty: 2997.590576
	Iteration 27Q: 3 clusters Score -1046016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1046022.625000 Penalty: 2997.590576
	Iteration 28Q: 3 clusters Score -1046023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1046033.062500 Penalty: 2997.590576
	Iteration 29Q: 3 clusters Score -1046033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1046041.187500 Penalty: 2997.590576
	Iteration 30Q: 3 clusters Score -1046041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1046052.500000 Penalty: 2997.590576
	Iteration 31Q: 3 clusters Score -1046052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1046059.625000 Penalty: 2997.590576
	Iteration 32Q: 3 clusters Score -1046060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1046067.187500 Penalty: 2997.590576
	Iteration 33Q: 3 clusters Score -1046067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1046076.437500 Penalty: 2997.590576
	Iteration 34Q: 3 clusters Score -1046076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1046087.312500 Penalty: 2997.590576
	Iteration 35Q: 3 clusters Score -1046087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1046096.875000 Penalty: 2997.590576
	Iteration 36Q: 3 clusters Score -1046097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1046105.500000 Penalty: 2997.590576
	Iteration 37Q: 3 clusters Score -1046106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1046117.375000 Penalty: 2997.590576
	Iteration 38Q: 3 clusters Score -1046117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1046130.562500 Penalty: 2997.590576
	Iteration 39Q: 3 clusters Score -1046131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1046144.187500 Penalty: 2997.590576
	Iteration 40F: 3 clusters Score -1046144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1046155.062500 Penalty: 2997.590576
	Iteration 41Q: 3 clusters Score -1046155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1046175.875000 Penalty: 2997.590576
	Iteration 42Q: 3 clusters Score -1046176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1046183.562500 Penalty: 2997.590576
	Iteration 43Q: 3 clusters Score -1046184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1046191.312500 Penalty: 2997.590576
	Iteration 44Q: 3 clusters Score -1046191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1046196.687500 Penalty: 2997.590576
	Iteration 45Q: 3 clusters Score -1046197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1046199.437500 Penalty: 2997.590576
	Iteration 46Q: 3 clusters Score -1046199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1046202.687500 Penalty: 2997.590576
	Iteration 47Q: 3 clusters Score -1046203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1046205.812500 Penalty: 2997.590576
	Iteration 48Q: 3 clusters Score -1046206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1046205.875000 Penalty: 2997.590576
	Iteration 49Q: 3 clusters Score -1046206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1046205.875000 Penalty: 2997.590576
	Iteration 50F: 3 clusters Score -1046206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -786595.750000 Penalty: 1456.388672
	Iteration 0F: 2 clusters Score -786595.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -780792.187500 Penalty: 2912.777344
	Iteration 0F: 3 clusters Score -780792.2 nChanged 3262
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: -782584.250000 Penalty: 2912.777344
	Iteration 1F: 3 clusters Score -782584.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -782816.250000 Penalty: 2912.777344
	Iteration 2F: 3 clusters Score -782816.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -782967.562500 Penalty: 2912.777344
	Iteration 3Q: 3 clusters Score -782967.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -783114.875000 Penalty: 2912.777344
	Iteration 4Q: 3 clusters Score -783114.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -783263.812500 Penalty: 2912.777344
	Iteration 5Q: 3 clusters Score -783263.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -783434.375000 Penalty: 2912.777344
	Iteration 6Q: 3 clusters Score -783434.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -783613.312500 Penalty: 2912.777344
	Iteration 7Q: 3 clusters Score -783613.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -783808.625000 Penalty: 2912.777344
	Iteration 8Q: 3 clusters Score -783808.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -784032.062500 Penalty: 2912.777344
	Iteration 9Q: 3 clusters Score -784032.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -784288.375000 Penalty: 2912.777344
	Iteration 10Q: 3 clusters Score -784288.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -784468.250000 Penalty: 2912.777344
	Iteration 11Q: 3 clusters Score -784468.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -784606.687500 Penalty: 2912.777344
	Iteration 12Q: 3 clusters Score -784606.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -784705.000000 Penalty: 2912.777344
	Iteration 13Q: 3 clusters Score -784705 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -784767.125000 Penalty: 2912.777344
	Iteration 14Q: 3 clusters Score -784767.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -784802.312500 Penalty: 2912.777344
	Iteration 15Q: 3 clusters Score -784802.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -784834.000000 Penalty: 2912.777344
	Iteration 16Q: 3 clusters Score -784834 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -784855.000000 Penalty: 2912.777344
	Iteration 17Q: 3 clusters Score -784855 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -784875.250000 Penalty: 2912.777344
	Iteration 18Q: 3 clusters Score -784875.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -784890.437500 Penalty: 2912.777344
	Iteration 19Q: 3 clusters Score -784890.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -784902.687500 Penalty: 2912.777344
	Iteration 20F: 3 clusters Score -784902.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -784922.000000 Penalty: 2912.777344
	Iteration 21Q: 3 clusters Score -784922 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -784943.875000 Penalty: 2912.777344
	Iteration 22Q: 3 clusters Score -784943.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -784974.375000 Penalty: 2912.777344
	Iteration 23Q: 3 clusters Score -784974.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -785018.625000 Penalty: 2912.777344
	Iteration 24Q: 3 clusters Score -785018.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -785053.562500 Penalty: 2912.777344
	Iteration 25Q: 3 clusters Score -785053.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -785084.250000 Penalty: 2912.777344
	Iteration 26Q: 3 clusters Score -785084.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -785108.062500 Penalty: 2912.777344
	Iteration 27Q: 3 clusters Score -785108.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -785129.937500 Penalty: 2912.777344
	Iteration 28Q: 3 clusters Score -785129.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -785146.062500 Penalty: 2912.777344
	Iteration 29Q: 3 clusters Score -785146.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -785175.687500 Penalty: 2912.777344
	Iteration 30Q: 3 clusters Score -785175.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -785205.062500 Penalty: 2912.777344
	Iteration 31Q: 3 clusters Score -785205.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -785225.812500 Penalty: 2912.777344
	Iteration 32Q: 3 clusters Score -785225.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -785241.125000 Penalty: 2912.777344
	Iteration 33Q: 3 clusters Score -785241.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -785254.375000 Penalty: 2912.777344
	Iteration 34Q: 3 clusters Score -785254.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -785261.937500 Penalty: 2912.777344
	Iteration 35Q: 3 clusters Score -785261.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -785272.937500 Penalty: 2912.777344
	Iteration 36Q: 3 clusters Score -785272.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -785285.687500 Penalty: 2912.777344
	Iteration 37Q: 3 clusters Score -785285.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -785297.750000 Penalty: 2912.777344
	Iteration 38Q: 3 clusters Score -785297.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -785304.812500 Penalty: 2912.777344
	Iteration 39Q: 3 clusters Score -785304.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -785312.250000 Penalty: 2912.777344
	Iteration 40F: 3 clusters Score -785312.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -785320.687500 Penalty: 2912.777344
	Iteration 41Q: 3 clusters Score -785320.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -785326.687500 Penalty: 2912.777344
	Iteration 42Q: 3 clusters Score -785326.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -785330.500000 Penalty: 2912.777344
	Iteration 43Q: 3 clusters Score -785330.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -785336.750000 Penalty: 2912.777344
	Iteration 44Q: 3 clusters Score -785336.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -785339.437500 Penalty: 2912.777344
	Iteration 45Q: 3 clusters Score -785339.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -785342.687500 Penalty: 2912.777344
	Iteration 46Q: 3 clusters Score -785342.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -785346.062500 Penalty: 2912.777344
	Iteration 47Q: 3 clusters Score -785346.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -785348.812500 Penalty: 2912.777344
	Iteration 48Q: 3 clusters Score -785348.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -785352.812500 Penalty: 2912.777344
	Iteration 49Q: 3 clusters Score -785352.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -785355.375000 Penalty: 2912.777344
	Iteration 50Q: 3 clusters Score -785355.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -785360.875000 Penalty: 2912.777344
	Iteration 51Q: 3 clusters Score -785360.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -785368.562500 Penalty: 2912.777344
	Iteration 52Q: 3 clusters Score -785368.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -785371.500000 Penalty: 2912.777344
	Iteration 53Q: 3 clusters Score -785371.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -785375.250000 Penalty: 2912.777344
	Iteration 54Q: 3 clusters Score -785375.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -785379.125000 Penalty: 2912.777344
	Iteration 55Q: 3 clusters Score -785379.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -785379.562500 Penalty: 2912.777344
	Iteration 56Q: 3 clusters Score -785379.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -785383.625000 Penalty: 2912.777344
	Iteration 57Q: 3 clusters Score -785383.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -785387.250000 Penalty: 2912.777344
	Iteration 58Q: 3 clusters Score -785387.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -785389.250000 Penalty: 2912.777344
	Iteration 59Q: 3 clusters Score -785389.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -785393.625000 Penalty: 2912.777344
	Iteration 60F: 3 clusters Score -785393.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -785396.625000 Penalty: 2912.777344
	Iteration 61Q: 3 clusters Score -785396.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -785401.875000 Penalty: 2912.777344
	Iteration 62Q: 3 clusters Score -785401.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -785406.312500 Penalty: 2912.777344
	Iteration 63Q: 3 clusters Score -785406.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -785409.500000 Penalty: 2912.777344
	Iteration 64Q: 3 clusters Score -785409.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -785412.625000 Penalty: 2912.777344
	Iteration 65Q: 3 clusters Score -785412.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -785414.562500 Penalty: 2912.777344
	Iteration 66Q: 3 clusters Score -785414.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -785418.437500 Penalty: 2912.777344
	Iteration 67Q: 3 clusters Score -785418.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -785419.750000 Penalty: 2912.777344
	Iteration 68Q: 3 clusters Score -785419.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -785421.812500 Penalty: 2912.777344
	Iteration 69Q: 3 clusters Score -785421.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -785425.125000 Penalty: 2912.777344
	Iteration 70Q: 3 clusters Score -785425.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -785426.562500 Penalty: 2912.777344
	Iteration 71Q: 3 clusters Score -785426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -785426.937500 Penalty: 2912.777344
	Iteration 72Q: 3 clusters Score -785426.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -785428.562500 Penalty: 2912.777344
	Iteration 73Q: 3 clusters Score -785428.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -785431.187500 Penalty: 2912.777344
	Iteration 74Q: 3 clusters Score -785431.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -785435.000000 Penalty: 2912.777344
	Iteration 75Q: 3 clusters Score -785435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -785435.687500 Penalty: 2912.777344
	Iteration 76Q: 3 clusters Score -785435.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -785438.125000 Penalty: 2912.777344
	Iteration 77Q: 3 clusters Score -785438.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -785440.437500 Penalty: 2912.777344
	Iteration 78Q: 3 clusters Score -785440.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -785441.312500 Penalty: 2912.777344
	Iteration 79Q: 3 clusters Score -785441.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -785444.187500 Penalty: 2912.777344
	Iteration 80F: 3 clusters Score -785444.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -785445.937500 Penalty: 2912.777344
	Iteration 81Q: 3 clusters Score -785445.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -785449.187500 Penalty: 2912.777344
	Iteration 82Q: 3 clusters Score -785449.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -785453.312500 Penalty: 2912.777344
	Iteration 83Q: 3 clusters Score -785453.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -785457.000000 Penalty: 2912.777344
	Iteration 84Q: 3 clusters Score -785457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -785462.000000 Penalty: 2912.777344
	Iteration 85Q: 3 clusters Score -785462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -785466.187500 Penalty: 2912.777344
	Iteration 86Q: 3 clusters Score -785466.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -785471.500000 Penalty: 2912.777344
	Iteration 87Q: 3 clusters Score -785471.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -785475.437500 Penalty: 2912.777344
	Iteration 88Q: 3 clusters Score -785475.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -785480.187500 Penalty: 2912.777344
	Iteration 89Q: 3 clusters Score -785480.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -785485.312500 Penalty: 2912.777344
	Iteration 90Q: 3 clusters Score -785485.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -785488.937500 Penalty: 2912.777344
	Iteration 91Q: 3 clusters Score -785488.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -785491.625000 Penalty: 2912.777344
	Iteration 92Q: 3 clusters Score -785491.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -785494.062500 Penalty: 2912.777344
	Iteration 93Q: 3 clusters Score -785494.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -785497.125000 Penalty: 2912.777344
	Iteration 94Q: 3 clusters Score -785497.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -785502.000000 Penalty: 2912.777344
	Iteration 95Q: 3 clusters Score -785502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -785503.312500 Penalty: 2912.777344
	Iteration 96Q: 3 clusters Score -785503.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -785506.687500 Penalty: 2912.777344
	Iteration 97Q: 3 clusters Score -785506.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -785511.687500 Penalty: 2912.777344
	Iteration 98Q: 3 clusters Score -785511.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -785511.187500 Penalty: 2912.777344
	Iteration 99Q: 3 clusters Score -785511.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -785514.187500 Penalty: 2912.777344
	Iteration 100F: 3 clusters Score -785514.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -785514.937500 Penalty: 2912.777344
	Iteration 101Q: 3 clusters Score -785514.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -785515.125000 Penalty: 2912.777344
	Iteration 102Q: 3 clusters Score -785515.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -785516.812500 Penalty: 2912.777344
	Iteration 103Q: 3 clusters Score -785516.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -785516.750000 Penalty: 2912.777344
	Iteration 104Q: 3 clusters Score -785516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -785516.000000 Penalty: 2912.777344
	Iteration 105Q: 3 clusters Score -785516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -785516.000000 Penalty: 2912.777344
	Iteration 106F: 3 clusters Score -785516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Entering Unmasked Estep 
Score: -2204165.000000 Penalty: 1616.849976
	Iteration 0F: 2 clusters Score -2204165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2189895.000000 Penalty: 3233.699951
	Iteration 0F: 3 clusters Score -2189895 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2195004.750000 Penalty: 3233.699951
	Iteration 1F: 3 clusters Score -2195005 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2195316.750000 Penalty: 3233.699951
	Iteration 2Q: 3 clusters Score -2195317 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2195565.750000 Penalty: 3233.699951
	Iteration 3Q: 3 clusters Score -2195566 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2195823.000000 Penalty: 3233.699951
	Iteration 4Q: 3 clusters Score -2195823 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2196062.500000 Penalty: 3233.699951
	Iteration 5Q: 3 clusters Score -2196062 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2196398.000000 Penalty: 3233.699951
	Iteration 6Q: 3 clusters Score -2196398 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2196875.750000 Penalty: 3233.699951
	Iteration 7Q: 3 clusters Score -2196876 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2197578.250000 Penalty: 3233.699951
	Iteration 8F: 3 clusters Score -2197578 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2198506.000000 Penalty: 3233.699951
	Iteration 9F: 3 clusters Score -2198506 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2199654.500000 Penalty: 3233.699951
	Iteration 10F: 3 clusters Score -2199654 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2200745.750000 Penalty: 3233.699951
	Iteration 11F: 3 clusters Score -2200746 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2201545.250000 Penalty: 3233.699951
	Iteration 12Q: 3 clusters Score -2201545 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2202068.750000 Penalty: 3233.699951
	Iteration 13Q: 3 clusters Score -2202069 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2202345.750000 Penalty: 3233.699951
	Iteration 14Q: 3 clusters Score -2202346 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2202505.000000 Penalty: 3233.699951
	Iteration 15Q: 3 clusters Score -2202505 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2202586.750000 Penalty: 3233.699951
	Iteration 16Q: 3 clusters Score -2202587 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2202642.250000 Penalty: 3233.699951
	Iteration 17Q: 3 clusters Score -2202642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2202673.750000 Penalty: 3233.699951
	Iteration 18Q: 3 clusters Score -2202674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2202701.750000 Penalty: 3233.699951
	Iteration 19Q: 3 clusters Score -2202702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2202718.750000 Penalty: 3233.699951
	Iteration 20F: 3 clusters Score -2202719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2202722.250000 Penalty: 3233.699951
	Iteration 21Q: 3 clusters Score -2202722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2202730.250000 Penalty: 3233.699951
	Iteration 22Q: 3 clusters Score -2202730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2202739.250000 Penalty: 3233.699951
	Iteration 23Q: 3 clusters Score -2202739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2202743.500000 Penalty: 3233.699951
	Iteration 24Q: 3 clusters Score -2202744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2202754.500000 Penalty: 3233.699951
	Iteration 25Q: 3 clusters Score -2202754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2202760.000000 Penalty: 3233.699951
	Iteration 26Q: 3 clusters Score -2202760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2202770.000000 Penalty: 3233.699951
	Iteration 27Q: 3 clusters Score -2202770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2202775.250000 Penalty: 3233.699951
	Iteration 28Q: 3 clusters Score -2202775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2202781.500000 Penalty: 3233.699951
	Iteration 29Q: 3 clusters Score -2202782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2202781.500000 Penalty: 3233.699951
	Iteration 30F: 3 clusters Score -2202782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158970 members 
Entering Unmasked Estep 
Score: -16361340.000000 Penalty: 1946.176514
	Iteration 0F: 2 clusters Score -1.636134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79548 members 
Mstep: Class 2 contains 79422 members 
Entering Unmasked Estep 
Score: -16259315.000000 Penalty: 3892.353027
	Iteration 0F: 3 clusters Score -1.625932e+07 nChanged 76723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79863 members 
Mstep: Class 2 contains 79107 members 
Entering Unmasked Estep 
Score: -16304943.000000 Penalty: 3892.353027
	Iteration 1F: 3 clusters Score -1.630494e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80216 members 
Mstep: Class 2 contains 78754 members 
Entering Unmasked Estep 
Score: -16306117.000000 Penalty: 3892.353027
	Iteration 2Q: 3 clusters Score -1.630612e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80790 members 
Mstep: Class 2 contains 78180 members 
Entering Unmasked Estep 
Score: -16307902.000000 Penalty: 3892.353027
	Iteration 3Q: 3 clusters Score -1.63079e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81642 members 
Mstep: Class 2 contains 77328 members 
Entering Unmasked Estep 
Score: -16310908.000000 Penalty: 3892.353027
	Iteration 4Q: 3 clusters Score -1.631091e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82990 members 
Mstep: Class 2 contains 75980 members 
Entering Unmasked Estep 
Score: -16315625.000000 Penalty: 3892.353027
	Iteration 5Q: 3 clusters Score -1.631562e+07 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84597 members 
Mstep: Class 2 contains 74373 members 
Entering Unmasked Estep 
Score: -16322475.000000 Penalty: 3892.353027
	Iteration 6F: 3 clusters Score -1.632248e+07 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86114 members 
Mstep: Class 2 contains 72856 members 
Entering Unmasked Estep 
Score: -16330811.000000 Penalty: 3892.353027
	Iteration 7F: 3 clusters Score -1.633081e+07 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87149 members 
Mstep: Class 2 contains 71821 members 
Entering Unmasked Estep 
Score: -16336922.000000 Penalty: 3892.353027
	Iteration 8F: 3 clusters Score -1.633692e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87715 members 
Mstep: Class 2 contains 71255 members 
Entering Unmasked Estep 
Score: -16339490.000000 Penalty: 3892.353027
	Iteration 9Q: 3 clusters Score -1.633949e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88067 members 
Mstep: Class 2 contains 70903 members 
Entering Unmasked Estep 
Score: -16340115.000000 Penalty: 3892.353027
	Iteration 10Q: 3 clusters Score -1.634012e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88331 members 
Mstep: Class 2 contains 70639 members 
Entering Unmasked Estep 
Score: -16340640.000000 Penalty: 3892.353027
	Iteration 11Q: 3 clusters Score -1.634064e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88570 members 
Mstep: Class 2 contains 70400 members 
Entering Unmasked Estep 
Score: -16340982.000000 Penalty: 3892.353027
	Iteration 12Q: 3 clusters Score -1.634098e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88817 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -16341426.000000 Penalty: 3892.353027
	Iteration 13Q: 3 clusters Score -1.634143e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89028 members 
Mstep: Class 2 contains 69942 members 
Entering Unmasked Estep 
Score: -16341870.000000 Penalty: 3892.353027
	Iteration 14Q: 3 clusters Score -1.634187e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89209 members 
Mstep: Class 2 contains 69761 members 
Entering Unmasked Estep 
Score: -16342285.000000 Penalty: 3892.353027
	Iteration 15Q: 3 clusters Score -1.634228e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89353 members 
Mstep: Class 2 contains 69617 members 
Entering Unmasked Estep 
Score: -16342755.000000 Penalty: 3892.353027
	Iteration 16Q: 3 clusters Score -1.634276e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89504 members 
Mstep: Class 2 contains 69466 members 
Entering Unmasked Estep 
Score: -16343256.000000 Penalty: 3892.353027
	Iteration 17Q: 3 clusters Score -1.634326e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89649 members 
Mstep: Class 2 contains 69321 members 
Entering Unmasked Estep 
Score: -16343818.000000 Penalty: 3892.353027
	Iteration 18Q: 3 clusters Score -1.634382e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89729 members 
Mstep: Class 2 contains 69241 members 
Entering Unmasked Estep 
Score: -16344359.000000 Penalty: 3892.353027
	Iteration 19Q: 3 clusters Score -1.634436e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89798 members 
Mstep: Class 2 contains 69172 members 
Entering Unmasked Estep 
Score: -16344846.000000 Penalty: 3892.353027
	Iteration 20F: 3 clusters Score -1.634485e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89847 members 
Mstep: Class 2 contains 69123 members 
Entering Unmasked Estep 
Score: -16345403.000000 Penalty: 3892.353027
	Iteration 21Q: 3 clusters Score -1.63454e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89900 members 
Mstep: Class 2 contains 69070 members 
Entering Unmasked Estep 
Score: -16345926.000000 Penalty: 3892.353027
	Iteration 22Q: 3 clusters Score -1.634593e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89943 members 
Mstep: Class 2 contains 69027 members 
Entering Unmasked Estep 
Score: -16346329.000000 Penalty: 3892.353027
	Iteration 23Q: 3 clusters Score -1.634633e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90001 members 
Mstep: Class 2 contains 68969 members 
Entering Unmasked Estep 
Score: -16346754.000000 Penalty: 3892.353027
	Iteration 24Q: 3 clusters Score -1.634675e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90080 members 
Mstep: Class 2 contains 68890 members 
Entering Unmasked Estep 
Score: -16347142.000000 Penalty: 3892.353027
	Iteration 25Q: 3 clusters Score -1.634714e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90176 members 
Mstep: Class 2 contains 68794 members 
Entering Unmasked Estep 
Score: -16347455.000000 Penalty: 3892.353027
	Iteration 26Q: 3 clusters Score -1.634746e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90247 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -16347657.000000 Penalty: 3892.353027
	Iteration 27Q: 3 clusters Score -1.634766e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90369 members 
Mstep: Class 2 contains 68601 members 
Entering Unmasked Estep 
Score: -16347996.000000 Penalty: 3892.353027
	Iteration 28Q: 3 clusters Score -1.6348e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90527 members 
Mstep: Class 2 contains 68443 members 
Entering Unmasked Estep 
Score: -16348153.000000 Penalty: 3892.353027
	Iteration 29Q: 3 clusters Score -1.634815e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90675 members 
Mstep: Class 2 contains 68295 members 
Entering Unmasked Estep 
Score: -16348309.000000 Penalty: 3892.353027
	Iteration 30Q: 3 clusters Score -1.634831e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90866 members 
Mstep: Class 2 contains 68104 members 
Entering Unmasked Estep 
Score: -16348405.000000 Penalty: 3892.353027
	Iteration 31Q: 3 clusters Score -1.63484e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91088 members 
Mstep: Class 2 contains 67882 members 
Entering Unmasked Estep 
Score: -16348608.000000 Penalty: 3892.353027
	Iteration 32Q: 3 clusters Score -1.634861e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91359 members 
Mstep: Class 2 contains 67611 members 
Entering Unmasked Estep 
Score: -16348793.000000 Penalty: 3892.353027
	Iteration 33Q: 3 clusters Score -1.634879e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91647 members 
Mstep: Class 2 contains 67323 members 
Entering Unmasked Estep 
Score: -16348932.000000 Penalty: 3892.353027
	Iteration 34Q: 3 clusters Score -1.634893e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91995 members 
Mstep: Class 2 contains 66975 members 
Entering Unmasked Estep 
Score: -16349029.000000 Penalty: 3892.353027
	Iteration 35Q: 3 clusters Score -1.634903e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92321 members 
Mstep: Class 2 contains 66649 members 
Entering Unmasked Estep 
Score: -16349147.000000 Penalty: 3892.353027
	Iteration 36Q: 3 clusters Score -1.634915e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92705 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -16349284.000000 Penalty: 3892.353027
	Iteration 37Q: 3 clusters Score -1.634928e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93095 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -16349417.000000 Penalty: 3892.353027
	Iteration 38Q: 3 clusters Score -1.634942e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93534 members 
Mstep: Class 2 contains 65436 members 
Entering Unmasked Estep 
Score: -16349491.000000 Penalty: 3892.353027
	Iteration 39Q: 3 clusters Score -1.634949e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93965 members 
Mstep: Class 2 contains 65005 members 
Entering Unmasked Estep 
Score: -16349515.000000 Penalty: 3892.353027
	Iteration 40F: 3 clusters Score -1.634952e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94430 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -16349562.000000 Penalty: 3892.353027
	Iteration 41Q: 3 clusters Score -1.634956e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94907 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -16349674.000000 Penalty: 3892.353027
	Iteration 42Q: 3 clusters Score -1.634967e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95367 members 
Mstep: Class 2 contains 63603 members 
Entering Unmasked Estep 
Score: -16349712.000000 Penalty: 3892.353027
	Iteration 43Q: 3 clusters Score -1.634971e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95833 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -16349803.000000 Penalty: 3892.353027
	Iteration 44Q: 3 clusters Score -1.63498e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96325 members 
Mstep: Class 2 contains 62645 members 
Entering Unmasked Estep 
Score: -16349880.000000 Penalty: 3892.353027
	Iteration 45Q: 3 clusters Score -1.634988e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96786 members 
Mstep: Class 2 contains 62184 members 
Entering Unmasked Estep 
Score: -16349928.000000 Penalty: 3892.353027
	Iteration 46Q: 3 clusters Score -1.634993e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97242 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -16349934.000000 Penalty: 3892.353027
	Iteration 47Q: 3 clusters Score -1.634993e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97699 members 
Mstep: Class 2 contains 61271 members 
Entering Unmasked Estep 
Score: -16350035.000000 Penalty: 3892.353027
	Iteration 48Q: 3 clusters Score -1.635004e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98158 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -16350116.000000 Penalty: 3892.353027
	Iteration 49Q: 3 clusters Score -1.635012e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98614 members 
Mstep: Class 2 contains 60356 members 
Entering Unmasked Estep 
Score: -16350132.000000 Penalty: 3892.353027
	Iteration 50Q: 3 clusters Score -1.635013e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99058 members 
Mstep: Class 2 contains 59912 members 
Entering Unmasked Estep 
Score: -16350187.000000 Penalty: 3892.353027
	Iteration 51Q: 3 clusters Score -1.635019e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99507 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -16350223.000000 Penalty: 3892.353027
	Iteration 52Q: 3 clusters Score -1.635022e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99955 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -16350229.000000 Penalty: 3892.353027
	Iteration 53Q: 3 clusters Score -1.635023e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100403 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -16350240.000000 Penalty: 3892.353027
	Iteration 54Q: 3 clusters Score -1.635024e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100862 members 
Mstep: Class 2 contains 58108 members 
Entering Unmasked Estep 
Score: -16350233.000000 Penalty: 3892.353027
	Iteration 55Q: 3 clusters Score -1.635023e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101330 members 
Mstep: Class 2 contains 57640 members 
Entering Unmasked Estep 
Score: -16350226.000000 Penalty: 3892.353027
	Iteration 56Q: 3 clusters Score -1.635023e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101789 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -16350259.000000 Penalty: 3892.353027
	Iteration 57Q: 3 clusters Score -1.635026e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102259 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -16350324.000000 Penalty: 3892.353027
	Iteration 58Q: 3 clusters Score -1.635032e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102751 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -16350355.000000 Penalty: 3892.353027
	Iteration 59Q: 3 clusters Score -1.635036e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103285 members 
Mstep: Class 2 contains 55685 members 
Entering Unmasked Estep 
Score: -16350374.000000 Penalty: 3892.353027
	Iteration 60F: 3 clusters Score -1.635037e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103786 members 
Mstep: Class 2 contains 55184 members 
Entering Unmasked Estep 
Score: -16350368.000000 Penalty: 3892.353027
	Iteration 61Q: 3 clusters Score -1.635037e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104304 members 
Mstep: Class 2 contains 54666 members 
Entering Unmasked Estep 
Score: -16350407.000000 Penalty: 3892.353027
	Iteration 62Q: 3 clusters Score -1.635041e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104798 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -16350388.000000 Penalty: 3892.353027
	Iteration 63Q: 3 clusters Score -1.635039e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105283 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -16350425.000000 Penalty: 3892.353027
	Iteration 64Q: 3 clusters Score -1.635042e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105770 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -16350443.000000 Penalty: 3892.353027
	Iteration 65Q: 3 clusters Score -1.635044e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106271 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -16350467.000000 Penalty: 3892.353027
	Iteration 66Q: 3 clusters Score -1.635047e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106816 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -16350476.000000 Penalty: 3892.353027
	Iteration 67Q: 3 clusters Score -1.635048e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107329 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -16350503.000000 Penalty: 3892.353027
	Iteration 68Q: 3 clusters Score -1.63505e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107828 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -16350573.000000 Penalty: 3892.353027
	Iteration 69Q: 3 clusters Score -1.635057e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108353 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -16350609.000000 Penalty: 3892.353027
	Iteration 70Q: 3 clusters Score -1.635061e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108914 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -16350616.000000 Penalty: 3892.353027
	Iteration 71Q: 3 clusters Score -1.635062e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109519 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -16350650.000000 Penalty: 3892.353027
	Iteration 72Q: 3 clusters Score -1.635065e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110179 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -16350662.000000 Penalty: 3892.353027
	Iteration 73Q: 3 clusters Score -1.635066e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110875 members 
Mstep: Class 2 contains 48095 members 
Entering Unmasked Estep 
Score: -16350749.000000 Penalty: 3892.353027
	Iteration 74Q: 3 clusters Score -1.635075e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111607 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -16350799.000000 Penalty: 3892.353027
	Iteration 75Q: 3 clusters Score -1.63508e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112338 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -16350733.000000 Penalty: 3892.353027
	Iteration 76Q: 3 clusters Score -1.635073e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113088 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -16350693.000000 Penalty: 3892.353027
	Iteration 77Q: 3 clusters Score -1.635069e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113860 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -16350761.000000 Penalty: 3892.353027
	Iteration 78Q: 3 clusters Score -1.635076e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114695 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -16350830.000000 Penalty: 3892.353027
	Iteration 79Q: 3 clusters Score -1.635083e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115539 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -16350915.000000 Penalty: 3892.353027
	Iteration 80F: 3 clusters Score -1.635092e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116399 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -16350967.000000 Penalty: 3892.353027
	Iteration 81Q: 3 clusters Score -1.635097e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117303 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -16351118.000000 Penalty: 3892.353027
	Iteration 82Q: 3 clusters Score -1.635112e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118202 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -16351162.000000 Penalty: 3892.353027
	Iteration 83Q: 3 clusters Score -1.635116e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119102 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -16351209.000000 Penalty: 3892.353027
	Iteration 84Q: 3 clusters Score -1.635121e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120059 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -16351366.000000 Penalty: 3892.353027
	Iteration 85Q: 3 clusters Score -1.635137e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121054 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -16351499.000000 Penalty: 3892.353027
	Iteration 86Q: 3 clusters Score -1.63515e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122048 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -16351651.000000 Penalty: 3892.353027
	Iteration 87Q: 3 clusters Score -1.635165e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123101 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -16351813.000000 Penalty: 3892.353027
	Iteration 88Q: 3 clusters Score -1.635181e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124160 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -16352064.000000 Penalty: 3892.353027
	Iteration 89Q: 3 clusters Score -1.635206e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125171 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -16352108.000000 Penalty: 3892.353027
	Iteration 90Q: 3 clusters Score -1.635211e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126194 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -16352213.000000 Penalty: 3892.353027
	Iteration 91Q: 3 clusters Score -1.635221e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127244 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -16352410.000000 Penalty: 3892.353027
	Iteration 92Q: 3 clusters Score -1.635241e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128352 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -16352577.000000 Penalty: 3892.353027
	Iteration 93Q: 3 clusters Score -1.635258e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129461 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -16352735.000000 Penalty: 3892.353027
	Iteration 94Q: 3 clusters Score -1.635274e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130560 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -16352897.000000 Penalty: 3892.353027
	Iteration 95Q: 3 clusters Score -1.63529e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131623 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -16353131.000000 Penalty: 3892.353027
	Iteration 96Q: 3 clusters Score -1.635313e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132703 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -16353285.000000 Penalty: 3892.353027
	Iteration 97Q: 3 clusters Score -1.635328e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133742 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -16353471.000000 Penalty: 3892.353027
	Iteration 98Q: 3 clusters Score -1.635347e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134712 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -16353669.000000 Penalty: 3892.353027
	Iteration 99Q: 3 clusters Score -1.635367e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135664 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -16353868.000000 Penalty: 3892.353027
	Iteration 100F: 3 clusters Score -1.635387e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136553 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -16354090.000000 Penalty: 3892.353027
	Iteration 101Q: 3 clusters Score -1.635409e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137487 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -16354322.000000 Penalty: 3892.353027
	Iteration 102Q: 3 clusters Score -1.635432e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138352 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -16354570.000000 Penalty: 3892.353027
	Iteration 103Q: 3 clusters Score -1.635457e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139221 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -16354783.000000 Penalty: 3892.353027
	Iteration 104Q: 3 clusters Score -1.635478e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140110 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -16355016.000000 Penalty: 3892.353027
	Iteration 105Q: 3 clusters Score -1.635502e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140973 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -16355182.000000 Penalty: 3892.353027
	Iteration 106Q: 3 clusters Score -1.635518e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141793 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -16355383.000000 Penalty: 3892.353027
	Iteration 107Q: 3 clusters Score -1.635538e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142596 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -16355557.000000 Penalty: 3892.353027
	Iteration 108Q: 3 clusters Score -1.635556e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143386 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -16355755.000000 Penalty: 3892.353027
	Iteration 109Q: 3 clusters Score -1.635576e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144121 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -16355936.000000 Penalty: 3892.353027
	Iteration 110Q: 3 clusters Score -1.635594e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144816 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -16356000.000000 Penalty: 3892.353027
	Iteration 111Q: 3 clusters Score -1.6356e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145488 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -16356095.000000 Penalty: 3892.353027
	Iteration 112Q: 3 clusters Score -1.63561e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146115 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -16356274.000000 Penalty: 3892.353027
	Iteration 113Q: 3 clusters Score -1.635627e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146754 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -16356351.000000 Penalty: 3892.353027
	Iteration 114Q: 3 clusters Score -1.635635e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147338 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -16356477.000000 Penalty: 3892.353027
	Iteration 115Q: 3 clusters Score -1.635648e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147876 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -16356551.000000 Penalty: 3892.353027
	Iteration 116Q: 3 clusters Score -1.635655e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148392 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -16356656.000000 Penalty: 3892.353027
	Iteration 117Q: 3 clusters Score -1.635666e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148901 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -16356821.000000 Penalty: 3892.353027
	Iteration 118Q: 3 clusters Score -1.635682e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149440 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -16356975.000000 Penalty: 3892.353027
	Iteration 119Q: 3 clusters Score -1.635698e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149949 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -16357126.000000 Penalty: 3892.353027
	Iteration 120F: 3 clusters Score -1.635713e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150445 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -16357302.000000 Penalty: 3892.353027
	Iteration 121Q: 3 clusters Score -1.63573e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150884 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -16357452.000000 Penalty: 3892.353027
	Iteration 122Q: 3 clusters Score -1.635745e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151308 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -16357545.000000 Penalty: 3892.353027
	Iteration 123Q: 3 clusters Score -1.635754e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151679 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -16357688.000000 Penalty: 3892.353027
	Iteration 124Q: 3 clusters Score -1.635769e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152019 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -16357774.000000 Penalty: 3892.353027
	Iteration 125Q: 3 clusters Score -1.635777e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152370 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -16357872.000000 Penalty: 3892.353027
	Iteration 126Q: 3 clusters Score -1.635787e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152717 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -16357976.000000 Penalty: 3892.353027
	Iteration 127Q: 3 clusters Score -1.635798e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153043 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -16358105.000000 Penalty: 3892.353027
	Iteration 128Q: 3 clusters Score -1.63581e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153304 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -16358203.000000 Penalty: 3892.353027
	Iteration 129Q: 3 clusters Score -1.63582e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153584 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -16358312.000000 Penalty: 3892.353027
	Iteration 130Q: 3 clusters Score -1.635831e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153838 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -16358398.000000 Penalty: 3892.353027
	Iteration 131Q: 3 clusters Score -1.63584e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154072 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -16358457.000000 Penalty: 3892.353027
	Iteration 132Q: 3 clusters Score -1.635846e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154286 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -16358510.000000 Penalty: 3892.353027
	Iteration 133Q: 3 clusters Score -1.635851e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154486 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -16358589.000000 Penalty: 3892.353027
	Iteration 134Q: 3 clusters Score -1.635859e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154659 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -16358669.000000 Penalty: 3892.353027
	Iteration 135Q: 3 clusters Score -1.635867e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154801 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -16358696.000000 Penalty: 3892.353027
	Iteration 136Q: 3 clusters Score -1.63587e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154926 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -16358750.000000 Penalty: 3892.353027
	Iteration 137Q: 3 clusters Score -1.635875e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155056 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -16358796.000000 Penalty: 3892.353027
	Iteration 138Q: 3 clusters Score -1.63588e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155162 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -16358822.000000 Penalty: 3892.353027
	Iteration 139Q: 3 clusters Score -1.635882e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155237 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -16358844.000000 Penalty: 3892.353027
	Iteration 140F: 3 clusters Score -1.635884e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155317 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -16358849.000000 Penalty: 3892.353027
	Iteration 141Q: 3 clusters Score -1.635885e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155416 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -16358896.000000 Penalty: 3892.353027
	Iteration 142Q: 3 clusters Score -1.63589e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155507 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -16358923.000000 Penalty: 3892.353027
	Iteration 143Q: 3 clusters Score -1.635892e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155598 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -16358970.000000 Penalty: 3892.353027
	Iteration 144Q: 3 clusters Score -1.635897e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155677 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -16358984.000000 Penalty: 3892.353027
	Iteration 145Q: 3 clusters Score -1.635898e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155752 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -16359015.000000 Penalty: 3892.353027
	Iteration 146Q: 3 clusters Score -1.635902e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155814 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -16359034.000000 Penalty: 3892.353027
	Iteration 147Q: 3 clusters Score -1.635903e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155872 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -16359071.000000 Penalty: 3892.353027
	Iteration 148Q: 3 clusters Score -1.635907e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155914 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -16359077.000000 Penalty: 3892.353027
	Iteration 149Q: 3 clusters Score -1.635908e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155953 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -16359096.000000 Penalty: 3892.353027
	Iteration 150Q: 3 clusters Score -1.63591e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155995 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -16359098.000000 Penalty: 3892.353027
	Iteration 151Q: 3 clusters Score -1.63591e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156052 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -16359107.000000 Penalty: 3892.353027
	Iteration 152Q: 3 clusters Score -1.635911e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156119 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -16359141.000000 Penalty: 3892.353027
	Iteration 153Q: 3 clusters Score -1.635914e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156174 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -16359164.000000 Penalty: 3892.353027
	Iteration 154Q: 3 clusters Score -1.635916e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156231 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -16359167.000000 Penalty: 3892.353027
	Iteration 155Q: 3 clusters Score -1.635917e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156295 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -16359184.000000 Penalty: 3892.353027
	Iteration 156Q: 3 clusters Score -1.635918e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156352 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -16359177.000000 Penalty: 3892.353027
	Iteration 157Q: 3 clusters Score -1.635918e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156402 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -16359232.000000 Penalty: 3892.353027
	Iteration 158Q: 3 clusters Score -1.635923e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156446 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -16359264.000000 Penalty: 3892.353027
	Iteration 159Q: 3 clusters Score -1.635926e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156477 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -16359291.000000 Penalty: 3892.353027
	Iteration 160F: 3 clusters Score -1.635929e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156511 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -16359319.000000 Penalty: 3892.353027
	Iteration 161Q: 3 clusters Score -1.635932e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156543 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -16359305.000000 Penalty: 3892.353027
	Iteration 162Q: 3 clusters Score -1.63593e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156572 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -16359298.000000 Penalty: 3892.353027
	Iteration 163Q: 3 clusters Score -1.63593e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156606 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -16359323.000000 Penalty: 3892.353027
	Iteration 164Q: 3 clusters Score -1.635932e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156645 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -16359342.000000 Penalty: 3892.353027
	Iteration 165Q: 3 clusters Score -1.635934e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156675 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -16359367.000000 Penalty: 3892.353027
	Iteration 166Q: 3 clusters Score -1.635937e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156706 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -16359407.000000 Penalty: 3892.353027
	Iteration 167Q: 3 clusters Score -1.635941e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156745 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -16359410.000000 Penalty: 3892.353027
	Iteration 168Q: 3 clusters Score -1.635941e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156779 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -16359432.000000 Penalty: 3892.353027
	Iteration 169Q: 3 clusters Score -1.635943e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156823 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -16359440.000000 Penalty: 3892.353027
	Iteration 170Q: 3 clusters Score -1.635944e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156866 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -16359467.000000 Penalty: 3892.353027
	Iteration 171Q: 3 clusters Score -1.635947e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156899 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -16359463.000000 Penalty: 3892.353027
	Iteration 172Q: 3 clusters Score -1.635946e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156936 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -16359481.000000 Penalty: 3892.353027
	Iteration 173Q: 3 clusters Score -1.635948e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156971 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -16359500.000000 Penalty: 3892.353027
	Iteration 174Q: 3 clusters Score -1.63595e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157002 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -16359537.000000 Penalty: 3892.353027
	Iteration 175Q: 3 clusters Score -1.635954e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157023 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -16359533.000000 Penalty: 3892.353027
	Iteration 176Q: 3 clusters Score -1.635953e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157036 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -16359534.000000 Penalty: 3892.353027
	Iteration 177Q: 3 clusters Score -1.635953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157055 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -16359544.000000 Penalty: 3892.353027
	Iteration 178Q: 3 clusters Score -1.635954e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157068 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -16359546.000000 Penalty: 3892.353027
	Iteration 179Q: 3 clusters Score -1.635955e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157082 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -16359545.000000 Penalty: 3892.353027
	Iteration 180F: 3 clusters Score -1.635954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157089 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -16359560.000000 Penalty: 3892.353027
	Iteration 181Q: 3 clusters Score -1.635956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157091 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -16359548.000000 Penalty: 3892.353027
	Iteration 182Q: 3 clusters Score -1.635955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157106 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -16359551.000000 Penalty: 3892.353027
	Iteration 183Q: 3 clusters Score -1.635955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157118 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -16359559.000000 Penalty: 3892.353027
	Iteration 184Q: 3 clusters Score -1.635956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157119 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -16359560.000000 Penalty: 3892.353027
	Iteration 185Q: 3 clusters Score -1.635956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157118 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -16359546.000000 Penalty: 3892.353027
	Iteration 186Q: 3 clusters Score -1.635955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157118 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -16359552.000000 Penalty: 3892.353027
	Iteration 187Q: 3 clusters Score -1.635955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157118 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -16359554.000000 Penalty: 3892.353027
	Iteration 188Q: 3 clusters Score -1.635955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157119 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -16359556.000000 Penalty: 3892.353027
	Iteration 189Q: 3 clusters Score -1.635956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157119 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -16359556.000000 Penalty: 3892.353027
	Iteration 190F: 3 clusters Score -1.635956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Entering Unmasked Estep 
Score: -196840.171875 Penalty: 1218.925781
	Iteration 0F: 2 clusters Score -196840.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -194872.296875 Penalty: 2437.851562
	Iteration 0F: 3 clusters Score -194872.3 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -195263.078125 Penalty: 2437.851562
	Iteration 1F: 3 clusters Score -195263.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -195351.109375 Penalty: 2437.851562
	Iteration 2F: 3 clusters Score -195351.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -195409.171875 Penalty: 2437.851562
	Iteration 3Q: 3 clusters Score -195409.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -195435.359375 Penalty: 2437.851562
	Iteration 4Q: 3 clusters Score -195435.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -195454.406250 Penalty: 2437.851562
	Iteration 5Q: 3 clusters Score -195454.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -195469.265625 Penalty: 2437.851562
	Iteration 6Q: 3 clusters Score -195469.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -195483.296875 Penalty: 2437.851562
	Iteration 7Q: 3 clusters Score -195483.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -195493.156250 Penalty: 2437.851562
	Iteration 8Q: 3 clusters Score -195493.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -195504.687500 Penalty: 2437.851562
	Iteration 9Q: 3 clusters Score -195504.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -195511.437500 Penalty: 2437.851562
	Iteration 10Q: 3 clusters Score -195511.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -195518.375000 Penalty: 2437.851562
	Iteration 11Q: 3 clusters Score -195518.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -195522.218750 Penalty: 2437.851562
	Iteration 12Q: 3 clusters Score -195522.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -195526.921875 Penalty: 2437.851562
	Iteration 13Q: 3 clusters Score -195526.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -195530.015625 Penalty: 2437.851562
	Iteration 14Q: 3 clusters Score -195530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -195532.015625 Penalty: 2437.851562
	Iteration 15Q: 3 clusters Score -195532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -195533.890625 Penalty: 2437.851562
	Iteration 16Q: 3 clusters Score -195533.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -195535.593750 Penalty: 2437.851562
	Iteration 17Q: 3 clusters Score -195535.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -195537.062500 Penalty: 2437.851562
	Iteration 18Q: 3 clusters Score -195537.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -195537.875000 Penalty: 2437.851562
	Iteration 19Q: 3 clusters Score -195537.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -195538.750000 Penalty: 2437.851562
	Iteration 20F: 3 clusters Score -195538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -195539.140625 Penalty: 2437.851562
	Iteration 21Q: 3 clusters Score -195539.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -195539.140625 Penalty: 2437.851562
	Iteration 22F: 3 clusters Score -195539.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (129436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129436 members 
Entering Unmasked Estep 
Score: -13167500.000000 Penalty: 1912.778076
	Iteration 0F: 2 clusters Score -1.31675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 64903 members 
Entering Unmasked Estep 
Score: -13080777.000000 Penalty: 3825.556152
	Iteration 0F: 3 clusters Score -1.308078e+07 nChanged 62317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 67738 members 
Entering Unmasked Estep 
Score: -13117171.000000 Penalty: 3825.556152
	Iteration 1F: 3 clusters Score -1.311717e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -13117987.000000 Penalty: 3825.556152
	Iteration 2Q: 3 clusters Score -1.311799e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 71883 members 
Entering Unmasked Estep 
Score: -13119020.000000 Penalty: 3825.556152
	Iteration 3Q: 3 clusters Score -1.311902e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 75757 members 
Entering Unmasked Estep 
Score: -13120705.000000 Penalty: 3825.556152
	Iteration 4Q: 3 clusters Score -1.31207e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 81618 members 
Entering Unmasked Estep 
Score: -13123776.000000 Penalty: 3825.556152
	Iteration 5Q: 3 clusters Score -1.312378e+07 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 90051 members 
Entering Unmasked Estep 
Score: -13129633.000000 Penalty: 3825.556152
	Iteration 6F: 3 clusters Score -1.312963e+07 nChanged 10812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 100777 members 
Entering Unmasked Estep 
Score: -13138605.000000 Penalty: 3825.556152
	Iteration 7F: 3 clusters Score -1.31386e+07 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 111906 members 
Entering Unmasked Estep 
Score: -13149221.000000 Penalty: 3825.556152
	Iteration 8F: 3 clusters Score -1.314922e+07 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 120730 members 
Entering Unmasked Estep 
Score: -13157715.000000 Penalty: 3825.556152
	Iteration 9F: 3 clusters Score -1.315772e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 125787 members 
Entering Unmasked Estep 
Score: -13162540.000000 Penalty: 3825.556152
	Iteration 10Q: 3 clusters Score -1.316254e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 127972 members 
Entering Unmasked Estep 
Score: -13164567.000000 Penalty: 3825.556152
	Iteration 11Q: 3 clusters Score -1.316457e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 128744 members 
Entering Unmasked Estep 
Score: -13165252.000000 Penalty: 3825.556152
	Iteration 12Q: 3 clusters Score -1.316525e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 128997 members 
Entering Unmasked Estep 
Score: -13165495.000000 Penalty: 3825.556152
	Iteration 13Q: 3 clusters Score -1.31655e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 129118 members 
Entering Unmasked Estep 
Score: -13165671.000000 Penalty: 3825.556152
	Iteration 14Q: 3 clusters Score -1.316567e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 129161 members 
Entering Unmasked Estep 
Score: -13165760.000000 Penalty: 3825.556152
	Iteration 15Q: 3 clusters Score -1.316576e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 129179 members 
Entering Unmasked Estep 
Score: -13165783.000000 Penalty: 3825.556152
	Iteration 16Q: 3 clusters Score -1.316578e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 129188 members 
Entering Unmasked Estep 
Score: -13165807.000000 Penalty: 3825.556152
	Iteration 17Q: 3 clusters Score -1.316581e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 129190 members 
Entering Unmasked Estep 
Score: -13165836.000000 Penalty: 3825.556152
	Iteration 18Q: 3 clusters Score -1.316584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 129196 members 
Entering Unmasked Estep 
Score: -13165847.000000 Penalty: 3825.556152
	Iteration 19Q: 3 clusters Score -1.316585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 129205 members 
Entering Unmasked Estep 
Score: -13165865.000000 Penalty: 3825.556152
	Iteration 20F: 3 clusters Score -1.316586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 129211 members 
Entering Unmasked Estep 
Score: -13165884.000000 Penalty: 3825.556152
	Iteration 21Q: 3 clusters Score -1.316588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 129215 members 
Entering Unmasked Estep 
Score: -13165897.000000 Penalty: 3825.556152
	Iteration 22Q: 3 clusters Score -1.31659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 129217 members 
Entering Unmasked Estep 
Score: -13165901.000000 Penalty: 3825.556152
	Iteration 23Q: 3 clusters Score -1.31659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 129215 members 
Entering Unmasked Estep 
Score: -13165896.000000 Penalty: 3825.556152
	Iteration 24Q: 3 clusters Score -1.31659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 129215 members 
Entering Unmasked Estep 
Score: -13165896.000000 Penalty: 3825.556152
	Iteration 25F: 3 clusters Score -1.31659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 7578 members 
Mstep: Class 3 contains 2742 members 
Mstep: Class 4 contains 150666 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 147731 members 
Mstep: Class 11 contains 132818 members 
Mstep: Class 12 contains 172132 members 
Mstep: Class 14 contains 85302 members 
Mstep: Class 15 contains 212400 members 
Mstep: Class 16 contains 10131 members 
Mstep: Class 17 contains 7804 members 
Mstep: Class 19 contains 20949 members 
Mstep: Class 20 contains 158970 members 
Mstep: Class 21 contains 1810 members 
Mstep: Class 22 contains 129436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924080.000000 Penalty: 38861.996094
Iteration 199Q: 18 clusters Score -1.279241e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 7576 members 
Mstep: Class 3 contains 2742 members 
Mstep: Class 4 contains 150646 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 147551 members 
Mstep: Class 11 contains 132824 members 
Mstep: Class 12 contains 172093 members 
Mstep: Class 14 contains 85422 members 
Mstep: Class 15 contains 212304 members 
Mstep: Class 16 contains 10129 members 
Mstep: Class 17 contains 7755 members 
Mstep: Class 19 contains 21152 members 
Mstep: Class 20 contains 158959 members 
Mstep: Class 21 contains 1815 members 
Mstep: Class 22 contains 129490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924184.000000 Penalty: 38861.996094
Iteration 200F: 18 clusters Score -1.279242e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 150647 members 
Mstep: Class 5 contains 5791 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 147369 members 
Mstep: Class 11 contains 132841 members 
Mstep: Class 12 contains 172075 members 
Mstep: Class 14 contains 85523 members 
Mstep: Class 15 contains 212182 members 
Mstep: Class 16 contains 10133 members 
Mstep: Class 17 contains 7712 members 
Mstep: Class 19 contains 21354 members 
Mstep: Class 20 contains 158934 members 
Mstep: Class 21 contains 1821 members 
Mstep: Class 22 contains 129544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924232.000000 Penalty: 38861.996094
Iteration 201Q: 18 clusters Score -1.279242e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 7575 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 150662 members 
Mstep: Class 5 contains 5799 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 147211 members 
Mstep: Class 11 contains 132855 members 
Mstep: Class 12 contains 172026 members 
Mstep: Class 14 contains 85614 members 
Mstep: Class 15 contains 212069 members 
Mstep: Class 16 contains 10147 members 
Mstep: Class 17 contains 7677 members 
Mstep: Class 19 contains 21537 members 
Mstep: Class 20 contains 158918 members 
Mstep: Class 21 contains 1827 members 
Mstep: Class 22 contains 129584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924480.000000 Penalty: 38861.996094
Iteration 202Q: 18 clusters Score -1.279245e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 7578 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 150676 members 
Mstep: Class 5 contains 5804 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 147038 members 
Mstep: Class 11 contains 132866 members 
Mstep: Class 12 contains 171997 members 
Mstep: Class 14 contains 85716 members 
Mstep: Class 15 contains 211962 members 
Mstep: Class 16 contains 10156 members 
Mstep: Class 17 contains 7642 members 
Mstep: Class 19 contains 21710 members 
Mstep: Class 20 contains 158897 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 129621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924568.000000 Penalty: 38861.996094
Iteration 203Q: 18 clusters Score -1.279246e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 7576 members 
Mstep: Class 3 contains 2744 members 
Mstep: Class 4 contains 150682 members 
Mstep: Class 5 contains 5809 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 146871 members 
Mstep: Class 11 contains 132868 members 
Mstep: Class 12 contains 171999 members 
Mstep: Class 14 contains 85819 members 
Mstep: Class 15 contains 211858 members 
Mstep: Class 16 contains 10160 members 
Mstep: Class 17 contains 7594 members 
Mstep: Class 19 contains 21872 members 
Mstep: Class 20 contains 158873 members 
Mstep: Class 21 contains 1836 members 
Mstep: Class 22 contains 129667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924616.000000 Penalty: 38861.996094
Iteration 204Q: 18 clusters Score -1.279246e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 7567 members 
Mstep: Class 3 contains 2742 members 
Mstep: Class 4 contains 150682 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 8 contains 3926 members 
Mstep: Class 9 contains 146708 members 
Mstep: Class 11 contains 132890 members 
Mstep: Class 12 contains 171989 members 
Mstep: Class 14 contains 85934 members 
Mstep: Class 15 contains 211761 members 
Mstep: Class 16 contains 10171 members 
Mstep: Class 17 contains 7545 members 
Mstep: Class 19 contains 22024 members 
Mstep: Class 20 contains 158850 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 129708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924480.000000 Penalty: 38861.996094
Iteration 205Q: 18 clusters Score -1.279245e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 7563 members 
Mstep: Class 3 contains 2741 members 
Mstep: Class 4 contains 150686 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 146559 members 
Mstep: Class 11 contains 132895 members 
Mstep: Class 12 contains 171948 members 
Mstep: Class 14 contains 86032 members 
Mstep: Class 15 contains 211654 members 
Mstep: Class 16 contains 10182 members 
Mstep: Class 17 contains 7502 members 
Mstep: Class 19 contains 22204 members 
Mstep: Class 20 contains 158838 members 
Mstep: Class 21 contains 1837 members 
Mstep: Class 22 contains 129747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924624.000000 Penalty: 38861.996094
Iteration 206Q: 18 clusters Score -1.279246e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 7551 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 150695 members 
Mstep: Class 5 contains 5822 members 
Mstep: Class 8 contains 3926 members 
Mstep: Class 9 contains 146386 members 
Mstep: Class 11 contains 132916 members 
Mstep: Class 12 contains 171919 members 
Mstep: Class 14 contains 86150 members 
Mstep: Class 15 contains 211568 members 
Mstep: Class 16 contains 10186 members 
Mstep: Class 17 contains 7458 members 
Mstep: Class 19 contains 22343 members 
Mstep: Class 20 contains 158821 members 
Mstep: Class 21 contains 1844 members 
Mstep: Class 22 contains 129803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924632.000000 Penalty: 38861.996094
Iteration 207Q: 18 clusters Score -1.279246e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 7543 members 
Mstep: Class 3 contains 2741 members 
Mstep: Class 4 contains 150712 members 
Mstep: Class 5 contains 5827 members 
Mstep: Class 8 contains 3926 members 
Mstep: Class 9 contains 146219 members 
Mstep: Class 11 contains 132924 members 
Mstep: Class 12 contains 171901 members 
Mstep: Class 14 contains 86268 members 
Mstep: Class 15 contains 211464 members 
Mstep: Class 16 contains 10197 members 
Mstep: Class 17 contains 7405 members 
Mstep: Class 19 contains 22498 members 
Mstep: Class 20 contains 158809 members 
Mstep: Class 21 contains 1844 members 
Mstep: Class 22 contains 129841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924816.000000 Penalty: 38861.996094
Iteration 208Q: 18 clusters Score -1.279248e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 7539 members 
Mstep: Class 3 contains 2742 members 
Mstep: Class 4 contains 150710 members 
Mstep: Class 5 contains 5831 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 146054 members 
Mstep: Class 11 contains 132920 members 
Mstep: Class 12 contains 171916 members 
Mstep: Class 14 contains 86375 members 
Mstep: Class 15 contains 211356 members 
Mstep: Class 16 contains 10198 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 19 contains 22656 members 
Mstep: Class 20 contains 158803 members 
Mstep: Class 21 contains 1849 members 
Mstep: Class 22 contains 129879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127924928.000000 Penalty: 38861.996094
Iteration 209Q: 18 clusters Score -1.279249e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 7535 members 
Mstep: Class 3 contains 2741 members 
Mstep: Class 4 contains 150702 members 
Mstep: Class 5 contains 5837 members 
Mstep: Class 8 contains 3924 members 
Mstep: Class 9 contains 145891 members 
Mstep: Class 11 contains 132909 members 
Mstep: Class 12 contains 171937 members 
Mstep: Class 14 contains 86486 members 
Mstep: Class 15 contains 211268 members 
Mstep: Class 16 contains 10204 members 
Mstep: Class 17 contains 7315 members 
Mstep: Class 19 contains 22797 members 
Mstep: Class 20 contains 158791 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 129921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127925128.000000 Penalty: 38861.996094
Iteration 210Q: 18 clusters Score -1.279251e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 7534 members 
Mstep: Class 3 contains 2742 members 
Mstep: Class 4 contains 150700 members 
Mstep: Class 5 contains 5842 members 
Mstep: Class 8 contains 3924 members 
Mstep: Class 9 contains 145713 members 
Mstep: Class 11 contains 132896 members 
Mstep: Class 12 contains 171965 members 
Mstep: Class 14 contains 86610 members 
Mstep: Class 15 contains 211165 members 
Mstep: Class 16 contains 10210 members 
Mstep: Class 17 contains 7281 members 
Mstep: Class 19 contains 22921 members 
Mstep: Class 20 contains 158795 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 129961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127925232.000000 Penalty: 38861.996094
Iteration 211Q: 18 clusters Score -1.279252e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 7534 members 
Mstep: Class 3 contains 2742 members 
Mstep: Class 4 contains 150701 members 
Mstep: Class 5 contains 5848 members 
Mstep: Class 8 contains 3925 members 
Mstep: Class 9 contains 145560 members 
Mstep: Class 11 contains 132885 members 
Mstep: Class 12 contains 171957 members 
Mstep: Class 14 contains 86711 members 
Mstep: Class 15 contains 211072 members 
Mstep: Class 16 contains 10216 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 19 contains 23072 members 
Mstep: Class 20 contains 158806 members 
Mstep: Class 21 contains 1857 members 
Mstep: Class 22 contains 129978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127925344.000000 Penalty: 38861.996094
Iteration 212Q: 18 clusters Score -1.279253e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 7528 members 
Mstep: Class 3 contains 2742 members 
Mstep: Class 4 contains 150722 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 145423 members 
Mstep: Class 11 contains 132885 members 
Mstep: Class 12 contains 171939 members 
Mstep: Class 14 contains 86811 members 
Mstep: Class 15 contains 210962 members 
Mstep: Class 16 contains 10219 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 19 contains 23215 members 
Mstep: Class 20 contains 158802 members 
Mstep: Class 21 contains 1858 members 
Mstep: Class 22 contains 129997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127925400.000000 Penalty: 38861.996094
Iteration 213Q: 18 clusters Score -1.279254e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 7524 members 
Mstep: Class 3 contains 2744 members 
Mstep: Class 4 contains 150735 members 
Mstep: Class 5 contains 5857 members 
Mstep: Class 8 contains 3926 members 
Mstep: Class 9 contains 145274 members 
Mstep: Class 11 contains 132882 members 
Mstep: Class 12 contains 171936 members 
Mstep: Class 14 contains 86914 members 
Mstep: Class 15 contains 210871 members 
Mstep: Class 16 contains 10224 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 19 contains 23353 members 
Mstep: Class 20 contains 158799 members 
Mstep: Class 21 contains 1859 members 
Mstep: Class 22 contains 130008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127925624.000000 Penalty: 38861.996094
Iteration 214Q: 18 clusters Score -1.279256e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 7518 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 150747 members 
Mstep: Class 5 contains 5860 members 
Mstep: Class 8 contains 3924 members 
Mstep: Class 9 contains 145123 members 
Mstep: Class 11 contains 132887 members 
Mstep: Class 12 contains 171995 members 
Mstep: Class 14 contains 86999 members 
Mstep: Class 15 contains 210782 members 
Mstep: Class 16 contains 10232 members 
Mstep: Class 17 contains 7163 members 
Mstep: Class 19 contains 23440 members 
Mstep: Class 20 contains 158791 members 
Mstep: Class 21 contains 1862 members 
Mstep: Class 22 contains 130026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127925752.000000 Penalty: 38861.996094
Iteration 215Q: 18 clusters Score -1.279258e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 7513 members 
Mstep: Class 3 contains 2744 members 
Mstep: Class 4 contains 150756 members 
Mstep: Class 5 contains 5862 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 144971 members 
Mstep: Class 11 contains 132883 members 
Mstep: Class 12 contains 171985 members 
Mstep: Class 14 contains 87096 members 
Mstep: Class 15 contains 210707 members 
Mstep: Class 16 contains 10239 members 
Mstep: Class 17 contains 7140 members 
Mstep: Class 19 contains 23531 members 
Mstep: Class 20 contains 158810 members 
Mstep: Class 21 contains 1863 members 
Mstep: Class 22 contains 130068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127926056.000000 Penalty: 38861.996094
Iteration 216Q: 18 clusters Score -1.279261e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 7509 members 
Mstep: Class 3 contains 2745 members 
Mstep: Class 4 contains 150770 members 
Mstep: Class 5 contains 5865 members 
Mstep: Class 8 contains 3920 members 
Mstep: Class 9 contains 144825 members 
Mstep: Class 11 contains 132881 members 
Mstep: Class 12 contains 171970 members 
Mstep: Class 14 contains 87207 members 
Mstep: Class 15 contains 210653 members 
Mstep: Class 16 contains 10242 members 
Mstep: Class 17 contains 7122 members 
Mstep: Class 19 contains 23604 members 
Mstep: Class 20 contains 158815 members 
Mstep: Class 21 contains 1864 members 
Mstep: Class 22 contains 130103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127925944.000000 Penalty: 38861.996094
Iteration 217Q: 18 clusters Score -1.279259e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 7502 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 150791 members 
Mstep: Class 5 contains 5869 members 
Mstep: Class 8 contains 3921 members 
Mstep: Class 9 contains 144698 members 
Mstep: Class 11 contains 132878 members 
Mstep: Class 12 contains 171986 members 
Mstep: Class 14 contains 87308 members 
Mstep: Class 15 contains 210554 members 
Mstep: Class 16 contains 10250 members 
Mstep: Class 17 contains 7092 members 
Mstep: Class 19 contains 23679 members 
Mstep: Class 20 contains 158816 members 
Mstep: Class 21 contains 1863 members 
Mstep: Class 22 contains 130139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127926072.000000 Penalty: 38861.996094
Iteration 218Q: 18 clusters Score -1.279261e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 7496 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 150808 members 
Mstep: Class 5 contains 5875 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 144577 members 
Mstep: Class 11 contains 132876 members 
Mstep: Class 12 contains 171974 members 
Mstep: Class 14 contains 87410 members 
Mstep: Class 15 contains 210452 members 
Mstep: Class 16 contains 10250 members 
Mstep: Class 17 contains 7071 members 
Mstep: Class 19 contains 23772 members 
Mstep: Class 20 contains 158820 members 
Mstep: Class 21 contains 1861 members 
Mstep: Class 22 contains 130177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127926120.000000 Penalty: 38861.996094
Iteration 219Q: 18 clusters Score -1.279261e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 7499 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 150805 members 
Mstep: Class 5 contains 5878 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 144456 members 
Mstep: Class 11 contains 132888 members 
Mstep: Class 12 contains 171917 members 
Mstep: Class 14 contains 87522 members 
Mstep: Class 15 contains 210355 members 
Mstep: Class 16 contains 10256 members 
Mstep: Class 17 contains 7043 members 
Mstep: Class 19 contains 23900 members 
Mstep: Class 20 contains 158823 members 
Mstep: Class 21 contains 1863 members 
Mstep: Class 22 contains 130210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127926216.000000 Penalty: 38861.996094
Iteration 220F: 18 clusters Score -1.279262e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 7496 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 150798 members 
Mstep: Class 5 contains 5880 members 
Mstep: Class 8 contains 3924 members 
Mstep: Class 9 contains 144354 members 
Mstep: Class 11 contains 132898 members 
Mstep: Class 12 contains 171879 members 
Mstep: Class 14 contains 87627 members 
Mstep: Class 15 contains 210241 members 
Mstep: Class 16 contains 10266 members 
Mstep: Class 17 contains 7026 members 
Mstep: Class 19 contains 24008 members 
Mstep: Class 20 contains 158843 members 
Mstep: Class 21 contains 1859 members 
Mstep: Class 22 contains 130238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127926352.000000 Penalty: 38861.996094
Iteration 221Q: 18 clusters Score -1.279264e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 7501 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 150781 members 
Mstep: Class 5 contains 5881 members 
Mstep: Class 8 contains 3925 members 
Mstep: Class 9 contains 144261 members 
Mstep: Class 11 contains 132911 members 
Mstep: Class 12 contains 171830 members 
Mstep: Class 14 contains 87733 members 
Mstep: Class 15 contains 210142 members 
Mstep: Class 16 contains 10271 members 
Mstep: Class 17 contains 7007 members 
Mstep: Class 19 contains 24109 members 
Mstep: Class 20 contains 158875 members 
Mstep: Class 21 contains 1860 members 
Mstep: Class 22 contains 130248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127926528.000000 Penalty: 38861.996094
Iteration 222Q: 18 clusters Score -1.279265e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 7497 members 
Mstep: Class 3 contains 2753 members 
Mstep: Class 4 contains 150767 members 
Mstep: Class 5 contains 5882 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 144196 members 
Mstep: Class 11 contains 132910 members 
Mstep: Class 12 contains 171778 members 
Mstep: Class 14 contains 87826 members 
Mstep: Class 15 contains 210046 members 
Mstep: Class 16 contains 10275 members 
Mstep: Class 17 contains 6995 members 
Mstep: Class 19 contains 24234 members 
Mstep: Class 20 contains 158907 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 130237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127926528.000000 Penalty: 38861.996094
Iteration 223Q: 18 clusters Score -1.279265e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 7496 members 
Mstep: Class 3 contains 2753 members 
Mstep: Class 4 contains 150757 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 8 contains 3924 members 
Mstep: Class 9 contains 144127 members 
Mstep: Class 11 contains 132910 members 
Mstep: Class 12 contains 171726 members 
Mstep: Class 14 contains 87924 members 
Mstep: Class 15 contains 209935 members 
Mstep: Class 16 contains 10279 members 
Mstep: Class 17 contains 6987 members 
Mstep: Class 19 contains 24362 members 
Mstep: Class 20 contains 158915 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 130234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127926816.000000 Penalty: 38861.996094
Iteration 224Q: 18 clusters Score -1.279268e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 7494 members 
Mstep: Class 3 contains 2753 members 
Mstep: Class 4 contains 150744 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 144045 members 
Mstep: Class 11 contains 132912 members 
Mstep: Class 12 contains 171688 members 
Mstep: Class 14 contains 88034 members 
Mstep: Class 15 contains 209794 members 
Mstep: Class 16 contains 10288 members 
Mstep: Class 17 contains 6981 members 
Mstep: Class 19 contains 24503 members 
Mstep: Class 20 contains 158915 members 
Mstep: Class 21 contains 1855 members 
Mstep: Class 22 contains 130237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127927032.000000 Penalty: 38861.996094
Iteration 225Q: 18 clusters Score -1.27927e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 7491 members 
Mstep: Class 3 contains 2752 members 
Mstep: Class 4 contains 150742 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 143958 members 
Mstep: Class 11 contains 132917 members 
Mstep: Class 12 contains 171654 members 
Mstep: Class 14 contains 88159 members 
Mstep: Class 15 contains 209624 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 6973 members 
Mstep: Class 19 contains 24640 members 
Mstep: Class 20 contains 158923 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 130246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127927144.000000 Penalty: 38861.996094
Iteration 226Q: 18 clusters Score -1.279271e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 7486 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 150743 members 
Mstep: Class 5 contains 5900 members 
Mstep: Class 8 contains 3914 members 
Mstep: Class 9 contains 143867 members 
Mstep: Class 11 contains 132913 members 
Mstep: Class 12 contains 171635 members 
Mstep: Class 14 contains 88290 members 
Mstep: Class 15 contains 209467 members 
Mstep: Class 16 contains 10310 members 
Mstep: Class 17 contains 6966 members 
Mstep: Class 19 contains 24761 members 
Mstep: Class 20 contains 158927 members 
Mstep: Class 21 contains 1855 members 
Mstep: Class 22 contains 130257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127927232.000000 Penalty: 38861.996094
Iteration 227Q: 18 clusters Score -1.279272e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 7484 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 150739 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 9 contains 143762 members 
Mstep: Class 11 contains 132915 members 
Mstep: Class 12 contains 171618 members 
Mstep: Class 14 contains 88424 members 
Mstep: Class 15 contains 209325 members 
Mstep: Class 16 contains 10322 members 
Mstep: Class 17 contains 6957 members 
Mstep: Class 19 contains 24889 members 
Mstep: Class 20 contains 158927 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 130258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127927472.000000 Penalty: 38861.996094
Iteration 228Q: 18 clusters Score -1.279275e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 7478 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 150745 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 143662 members 
Mstep: Class 11 contains 132920 members 
Mstep: Class 12 contains 171578 members 
Mstep: Class 14 contains 88573 members 
Mstep: Class 15 contains 209188 members 
Mstep: Class 16 contains 10332 members 
Mstep: Class 17 contains 6942 members 
Mstep: Class 19 contains 25007 members 
Mstep: Class 20 contains 158932 members 
Mstep: Class 21 contains 1849 members 
Mstep: Class 22 contains 130262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127927544.000000 Penalty: 38861.996094
Iteration 229Q: 18 clusters Score -1.279275e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 7470 members 
Mstep: Class 3 contains 2745 members 
Mstep: Class 4 contains 150751 members 
Mstep: Class 5 contains 5915 members 
Mstep: Class 8 contains 3914 members 
Mstep: Class 9 contains 143581 members 
Mstep: Class 11 contains 132921 members 
Mstep: Class 12 contains 171517 members 
Mstep: Class 14 contains 88722 members 
Mstep: Class 15 contains 209035 members 
Mstep: Class 16 contains 10338 members 
Mstep: Class 17 contains 6924 members 
Mstep: Class 19 contains 25131 members 
Mstep: Class 20 contains 158947 members 
Mstep: Class 21 contains 1839 members 
Mstep: Class 22 contains 130291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127927608.000000 Penalty: 38861.996094
Iteration 230Q: 18 clusters Score -1.279276e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 7459 members 
Mstep: Class 3 contains 2745 members 
Mstep: Class 4 contains 150776 members 
Mstep: Class 5 contains 5917 members 
Mstep: Class 8 contains 3914 members 
Mstep: Class 9 contains 143494 members 
Mstep: Class 11 contains 132925 members 
Mstep: Class 12 contains 171474 members 
Mstep: Class 14 contains 88842 members 
Mstep: Class 15 contains 208866 members 
Mstep: Class 16 contains 10346 members 
Mstep: Class 17 contains 6906 members 
Mstep: Class 19 contains 25270 members 
Mstep: Class 20 contains 158965 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 130308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127927592.000000 Penalty: 38861.996094
Iteration 231Q: 18 clusters Score -1.279276e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 2745 members 
Mstep: Class 4 contains 150802 members 
Mstep: Class 5 contains 5920 members 
Mstep: Class 8 contains 3914 members 
Mstep: Class 9 contains 143429 members 
Mstep: Class 11 contains 132924 members 
Mstep: Class 12 contains 171433 members 
Mstep: Class 14 contains 88966 members 
Mstep: Class 15 contains 208677 members 
Mstep: Class 16 contains 10360 members 
Mstep: Class 17 contains 6893 members 
Mstep: Class 19 contains 25407 members 
Mstep: Class 20 contains 158966 members 
Mstep: Class 21 contains 1844 members 
Mstep: Class 22 contains 130318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127927680.000000 Penalty: 38861.996094
Iteration 232Q: 18 clusters Score -1.279277e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 7426 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 150812 members 
Mstep: Class 5 contains 5922 members 
Mstep: Class 8 contains 3914 members 
Mstep: Class 9 contains 143359 members 
Mstep: Class 11 contains 132925 members 
Mstep: Class 12 contains 171411 members 
Mstep: Class 14 contains 89121 members 
Mstep: Class 15 contains 208453 members 
Mstep: Class 16 contains 10374 members 
Mstep: Class 17 contains 6878 members 
Mstep: Class 19 contains 25533 members 
Mstep: Class 20 contains 158976 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 130338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127927768.000000 Penalty: 38861.996094
Iteration 233Q: 18 clusters Score -1.279278e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 7417 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 150833 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 8 contains 3913 members 
Mstep: Class 9 contains 143289 members 
Mstep: Class 11 contains 132924 members 
Mstep: Class 12 contains 171390 members 
Mstep: Class 14 contains 89293 members 
Mstep: Class 15 contains 208244 members 
Mstep: Class 16 contains 10387 members 
Mstep: Class 17 contains 6862 members 
Mstep: Class 19 contains 25633 members 
Mstep: Class 20 contains 158986 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 130345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127928056.000000 Penalty: 38861.996094
Iteration 234Q: 18 clusters Score -1.279281e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 7403 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 150849 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 8 contains 3913 members 
Mstep: Class 9 contains 143215 members 
Mstep: Class 11 contains 132921 members 
Mstep: Class 12 contains 171358 members 
Mstep: Class 14 contains 89468 members 
Mstep: Class 15 contains 208049 members 
Mstep: Class 16 contains 10401 members 
Mstep: Class 17 contains 6851 members 
Mstep: Class 19 contains 25724 members 
Mstep: Class 20 contains 159001 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 130362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127928232.000000 Penalty: 38861.996094
Iteration 235Q: 18 clusters Score -1.279282e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 7392 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 150843 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 8 contains 3913 members 
Mstep: Class 9 contains 143159 members 
Mstep: Class 11 contains 132913 members 
Mstep: Class 12 contains 171313 members 
Mstep: Class 14 contains 89645 members 
Mstep: Class 15 contains 207811 members 
Mstep: Class 16 contains 10418 members 
Mstep: Class 17 contains 6845 members 
Mstep: Class 19 contains 25871 members 
Mstep: Class 20 contains 159010 members 
Mstep: Class 21 contains 1856 members 
Mstep: Class 22 contains 130376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127928416.000000 Penalty: 38861.996094
Iteration 236Q: 18 clusters Score -1.279284e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 7390 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 150850 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 8 contains 3913 members 
Mstep: Class 9 contains 143093 members 
Mstep: Class 11 contains 132913 members 
Mstep: Class 12 contains 171270 members 
Mstep: Class 14 contains 89846 members 
Mstep: Class 15 contains 207577 members 
Mstep: Class 16 contains 10429 members 
Mstep: Class 17 contains 6832 members 
Mstep: Class 19 contains 25992 members 
Mstep: Class 20 contains 159018 members 
Mstep: Class 21 contains 1860 members 
Mstep: Class 22 contains 130386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127928504.000000 Penalty: 38861.996094
Iteration 237Q: 18 clusters Score -1.279285e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 7377 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 150852 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 8 contains 3913 members 
Mstep: Class 9 contains 143050 members 
Mstep: Class 11 contains 132918 members 
Mstep: Class 12 contains 171213 members 
Mstep: Class 14 contains 90031 members 
Mstep: Class 15 contains 207310 members 
Mstep: Class 16 contains 10446 members 
Mstep: Class 17 contains 6816 members 
Mstep: Class 19 contains 26148 members 
Mstep: Class 20 contains 159026 members 
Mstep: Class 21 contains 1869 members 
Mstep: Class 22 contains 130401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127928456.000000 Penalty: 38861.996094
Iteration 238Q: 18 clusters Score -1.279285e+08 nChanged 978
Entering ConstructFrom: 
Score: -127928456.000000 Penalty: 38861.996094
Entering ConstructFrom: 
Trying to split cluster 1 (36755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Entering Unmasked Estep 
Score: -3598601.000000 Penalty: 1708.204834
	Iteration 0F: 2 clusters Score -3598601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -3573936.000000 Penalty: 3416.409668
	Iteration 0F: 3 clusters Score -3573936 nChanged 17216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -3583385.000000 Penalty: 3416.409668
	Iteration 1F: 3 clusters Score -3583385 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -3583791.750000 Penalty: 3416.409668
	Iteration 2Q: 3 clusters Score -3583792 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -3584144.500000 Penalty: 3416.409668
	Iteration 3Q: 3 clusters Score -3584144 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -3584489.250000 Penalty: 3416.409668
	Iteration 4Q: 3 clusters Score -3584489 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -3584903.250000 Penalty: 3416.409668
	Iteration 5Q: 3 clusters Score -3584903 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -3585473.750000 Penalty: 3416.409668
	Iteration 6Q: 3 clusters Score -3585474 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -3586242.250000 Penalty: 3416.409668
	Iteration 7Q: 3 clusters Score -3586242 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -3587398.000000 Penalty: 3416.409668
	Iteration 8F: 3 clusters Score -3587398 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -3588996.000000 Penalty: 3416.409668
	Iteration 9F: 3 clusters Score -3588996 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -3590903.750000 Penalty: 3416.409668
	Iteration 10F: 3 clusters Score -3590904 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -3592864.250000 Penalty: 3416.409668
	Iteration 11F: 3 clusters Score -3592864 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3594572.500000 Penalty: 3416.409668
	Iteration 12F: 3 clusters Score -3594572 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3595814.500000 Penalty: 3416.409668
	Iteration 13Q: 3 clusters Score -3595814 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3596521.250000 Penalty: 3416.409668
	Iteration 14Q: 3 clusters Score -3596521 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3596882.250000 Penalty: 3416.409668
	Iteration 15Q: 3 clusters Score -3596882 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3597071.250000 Penalty: 3416.409668
	Iteration 16Q: 3 clusters Score -3597071 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3597153.750000 Penalty: 3416.409668
	Iteration 17Q: 3 clusters Score -3597154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3597201.000000 Penalty: 3416.409668
	Iteration 18Q: 3 clusters Score -3597201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3597212.250000 Penalty: 3416.409668
	Iteration 19Q: 3 clusters Score -3597212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3597229.250000 Penalty: 3416.409668
	Iteration 20F: 3 clusters Score -3597229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3597245.750000 Penalty: 3416.409668
	Iteration 21Q: 3 clusters Score -3597246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3597251.750000 Penalty: 3416.409668
	Iteration 22Q: 3 clusters Score -3597252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3597267.000000 Penalty: 3416.409668
	Iteration 23Q: 3 clusters Score -3597267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3597284.250000 Penalty: 3416.409668
	Iteration 24Q: 3 clusters Score -3597284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3597293.750000 Penalty: 3416.409668
	Iteration 25Q: 3 clusters Score -3597294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3597300.250000 Penalty: 3416.409668
	Iteration 26Q: 3 clusters Score -3597300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3597308.000000 Penalty: 3416.409668
	Iteration 27Q: 3 clusters Score -3597308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3597307.500000 Penalty: 3416.409668
	Iteration 28Q: 3 clusters Score -3597308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3597304.750000 Penalty: 3416.409668
	Iteration 29Q: 3 clusters Score -3597305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3597304.750000 Penalty: 3416.409668
	Iteration 30F: 3 clusters Score -3597305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Entering Unmasked Estep 
Score: -765918.437500 Penalty: 1447.024536
	Iteration 0F: 2 clusters Score -765918.4 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 3752 members 
Entering Unmasked Estep 
Score: -760476.062500 Penalty: 2894.049072
	Iteration 0F: 3 clusters Score -760476.1 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -762120.937500 Penalty: 2894.049072
	Iteration 1F: 3 clusters Score -762120.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -762371.312500 Penalty: 2894.049072
	Iteration 2F: 3 clusters Score -762371.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -762555.562500 Penalty: 2894.049072
	Iteration 3F: 3 clusters Score -762555.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -762718.437500 Penalty: 2894.049072
	Iteration 4Q: 3 clusters Score -762718.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -762878.937500 Penalty: 2894.049072
	Iteration 5Q: 3 clusters Score -762878.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -763067.750000 Penalty: 2894.049072
	Iteration 6Q: 3 clusters Score -763067.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -763297.062500 Penalty: 2894.049072
	Iteration 7Q: 3 clusters Score -763297.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -763537.375000 Penalty: 2894.049072
	Iteration 8Q: 3 clusters Score -763537.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -763767.437500 Penalty: 2894.049072
	Iteration 9Q: 3 clusters Score -763767.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -763980.250000 Penalty: 2894.049072
	Iteration 10Q: 3 clusters Score -763980.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -764152.625000 Penalty: 2894.049072
	Iteration 11Q: 3 clusters Score -764152.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -764301.125000 Penalty: 2894.049072
	Iteration 12Q: 3 clusters Score -764301.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -764404.375000 Penalty: 2894.049072
	Iteration 13Q: 3 clusters Score -764404.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -764474.875000 Penalty: 2894.049072
	Iteration 14Q: 3 clusters Score -764474.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -764535.187500 Penalty: 2894.049072
	Iteration 15Q: 3 clusters Score -764535.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -764582.000000 Penalty: 2894.049072
	Iteration 16Q: 3 clusters Score -764582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -764602.812500 Penalty: 2894.049072
	Iteration 17Q: 3 clusters Score -764602.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -764616.625000 Penalty: 2894.049072
	Iteration 18Q: 3 clusters Score -764616.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -764626.125000 Penalty: 2894.049072
	Iteration 19Q: 3 clusters Score -764626.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -764637.562500 Penalty: 2894.049072
	Iteration 20F: 3 clusters Score -764637.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -764642.250000 Penalty: 2894.049072
	Iteration 21Q: 3 clusters Score -764642.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -764645.500000 Penalty: 2894.049072
	Iteration 22Q: 3 clusters Score -764645.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -764651.500000 Penalty: 2894.049072
	Iteration 23Q: 3 clusters Score -764651.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -764656.687500 Penalty: 2894.049072
	Iteration 24Q: 3 clusters Score -764656.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -764658.875000 Penalty: 2894.049072
	Iteration 25Q: 3 clusters Score -764658.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -764661.437500 Penalty: 2894.049072
	Iteration 26Q: 3 clusters Score -764661.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -764664.812500 Penalty: 2894.049072
	Iteration 27Q: 3 clusters Score -764664.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -764665.437500 Penalty: 2894.049072
	Iteration 28Q: 3 clusters Score -764665.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -764666.125000 Penalty: 2894.049072
	Iteration 29Q: 3 clusters Score -764666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -764667.812500 Penalty: 2894.049072
	Iteration 30Q: 3 clusters Score -764667.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -764668.625000 Penalty: 2894.049072
	Iteration 31Q: 3 clusters Score -764668.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -764669.750000 Penalty: 2894.049072
	Iteration 32Q: 3 clusters Score -764669.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -764675.500000 Penalty: 2894.049072
	Iteration 33Q: 3 clusters Score -764675.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -764682.625000 Penalty: 2894.049072
	Iteration 34Q: 3 clusters Score -764682.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -764688.812500 Penalty: 2894.049072
	Iteration 35Q: 3 clusters Score -764688.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -764691.187500 Penalty: 2894.049072
	Iteration 36Q: 3 clusters Score -764691.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -764695.000000 Penalty: 2894.049072
	Iteration 37Q: 3 clusters Score -764695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -764699.625000 Penalty: 2894.049072
	Iteration 38Q: 3 clusters Score -764699.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -764701.750000 Penalty: 2894.049072
	Iteration 39Q: 3 clusters Score -764701.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -764703.812500 Penalty: 2894.049072
	Iteration 40F: 3 clusters Score -764703.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -764707.000000 Penalty: 2894.049072
	Iteration 41Q: 3 clusters Score -764707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -764707.000000 Penalty: 2894.049072
	Iteration 42F: 3 clusters Score -764707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Entering Unmasked Estep 
Score: -242225.515625 Penalty: 1286.895386
	Iteration 0F: 2 clusters Score -242225.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -239732.687500 Penalty: 2573.790771
	Iteration 0F: 3 clusters Score -239732.7 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -240363.453125 Penalty: 2573.790771
	Iteration 1F: 3 clusters Score -240363.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -240535.468750 Penalty: 2573.790771
	Iteration 2F: 3 clusters Score -240535.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -240678.390625 Penalty: 2573.790771
	Iteration 3F: 3 clusters Score -240678.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -240760.453125 Penalty: 2573.790771
	Iteration 4Q: 3 clusters Score -240760.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -240813.546875 Penalty: 2573.790771
	Iteration 5Q: 3 clusters Score -240813.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -240856.093750 Penalty: 2573.790771
	Iteration 6Q: 3 clusters Score -240856.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -240899.203125 Penalty: 2573.790771
	Iteration 7Q: 3 clusters Score -240899.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -240927.343750 Penalty: 2573.790771
	Iteration 8Q: 3 clusters Score -240927.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -240945.812500 Penalty: 2573.790771
	Iteration 9Q: 3 clusters Score -240945.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -240959.218750 Penalty: 2573.790771
	Iteration 10Q: 3 clusters Score -240959.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -240969.093750 Penalty: 2573.790771
	Iteration 11Q: 3 clusters Score -240969.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -240975.687500 Penalty: 2573.790771
	Iteration 12Q: 3 clusters Score -240975.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -240980.921875 Penalty: 2573.790771
	Iteration 13Q: 3 clusters Score -240980.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -240985.968750 Penalty: 2573.790771
	Iteration 14Q: 3 clusters Score -240986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -240990.156250 Penalty: 2573.790771
	Iteration 15Q: 3 clusters Score -240990.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -240994.859375 Penalty: 2573.790771
	Iteration 16Q: 3 clusters Score -240994.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -240998.312500 Penalty: 2573.790771
	Iteration 17Q: 3 clusters Score -240998.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -241001.421875 Penalty: 2573.790771
	Iteration 18Q: 3 clusters Score -241001.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -241007.343750 Penalty: 2573.790771
	Iteration 19Q: 3 clusters Score -241007.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -241020.578125 Penalty: 2573.790771
	Iteration 20F: 3 clusters Score -241020.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -241028.203125 Penalty: 2573.790771
	Iteration 21Q: 3 clusters Score -241028.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -241041.015625 Penalty: 2573.790771
	Iteration 22Q: 3 clusters Score -241041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -241053.468750 Penalty: 2573.790771
	Iteration 23Q: 3 clusters Score -241053.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -241062.765625 Penalty: 2573.790771
	Iteration 24Q: 3 clusters Score -241062.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -241072.437500 Penalty: 2573.790771
	Iteration 25Q: 3 clusters Score -241072.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -241090.015625 Penalty: 2573.790771
	Iteration 26Q: 3 clusters Score -241090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -241110.859375 Penalty: 2573.790771
	Iteration 27Q: 3 clusters Score -241110.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -241135.609375 Penalty: 2573.790771
	Iteration 28Q: 3 clusters Score -241135.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -241149.500000 Penalty: 2573.790771
	Iteration 29Q: 3 clusters Score -241149.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -241164.968750 Penalty: 2573.790771
	Iteration 30Q: 3 clusters Score -241165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -241182.609375 Penalty: 2573.790771
	Iteration 31Q: 3 clusters Score -241182.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -241202.546875 Penalty: 2573.790771
	Iteration 32Q: 3 clusters Score -241202.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -241221.359375 Penalty: 2573.790771
	Iteration 33Q: 3 clusters Score -241221.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -241235.859375 Penalty: 2573.790771
	Iteration 34Q: 3 clusters Score -241235.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -241246.234375 Penalty: 2573.790771
	Iteration 35Q: 3 clusters Score -241246.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -241255.390625 Penalty: 2573.790771
	Iteration 36Q: 3 clusters Score -241255.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -241264.765625 Penalty: 2573.790771
	Iteration 37Q: 3 clusters Score -241264.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -241274.000000 Penalty: 2573.790771
	Iteration 38Q: 3 clusters Score -241274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -241278.625000 Penalty: 2573.790771
	Iteration 39Q: 3 clusters Score -241278.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -241282.921875 Penalty: 2573.790771
	Iteration 40F: 3 clusters Score -241282.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -241287.453125 Penalty: 2573.790771
	Iteration 41Q: 3 clusters Score -241287.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -241291.875000 Penalty: 2573.790771
	Iteration 42Q: 3 clusters Score -241291.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -241297.156250 Penalty: 2573.790771
	Iteration 43Q: 3 clusters Score -241297.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -241300.515625 Penalty: 2573.790771
	Iteration 44Q: 3 clusters Score -241300.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -241306.109375 Penalty: 2573.790771
	Iteration 45Q: 3 clusters Score -241306.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -241311.593750 Penalty: 2573.790771
	Iteration 46Q: 3 clusters Score -241311.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -241314.468750 Penalty: 2573.790771
	Iteration 47Q: 3 clusters Score -241314.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -241315.921875 Penalty: 2573.790771
	Iteration 48Q: 3 clusters Score -241315.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -241316.984375 Penalty: 2573.790771
	Iteration 49Q: 3 clusters Score -241317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -241318.062500 Penalty: 2573.790771
	Iteration 50Q: 3 clusters Score -241318.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -241319.703125 Penalty: 2573.790771
	Iteration 51Q: 3 clusters Score -241319.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -241324.562500 Penalty: 2573.790771
	Iteration 52Q: 3 clusters Score -241324.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -241327.984375 Penalty: 2573.790771
	Iteration 53Q: 3 clusters Score -241328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -241330.609375 Penalty: 2573.790771
	Iteration 54Q: 3 clusters Score -241330.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -241333.750000 Penalty: 2573.790771
	Iteration 55Q: 3 clusters Score -241333.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -241336.593750 Penalty: 2573.790771
	Iteration 56Q: 3 clusters Score -241336.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -241338.125000 Penalty: 2573.790771
	Iteration 57Q: 3 clusters Score -241338.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -241338.515625 Penalty: 2573.790771
	Iteration 58Q: 3 clusters Score -241338.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -241339.484375 Penalty: 2573.790771
	Iteration 59Q: 3 clusters Score -241339.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -241340.171875 Penalty: 2573.790771
	Iteration 60F: 3 clusters Score -241340.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -241341.203125 Penalty: 2573.790771
	Iteration 61Q: 3 clusters Score -241341.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -241344.218750 Penalty: 2573.790771
	Iteration 62Q: 3 clusters Score -241344.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -241347.062500 Penalty: 2573.790771
	Iteration 63Q: 3 clusters Score -241347.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -241349.531250 Penalty: 2573.790771
	Iteration 64Q: 3 clusters Score -241349.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -241350.703125 Penalty: 2573.790771
	Iteration 65Q: 3 clusters Score -241350.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -241351.468750 Penalty: 2573.790771
	Iteration 66Q: 3 clusters Score -241351.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -241351.765625 Penalty: 2573.790771
	Iteration 67Q: 3 clusters Score -241351.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -241352.953125 Penalty: 2573.790771
	Iteration 68Q: 3 clusters Score -241353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -241352.953125 Penalty: 2573.790771
	Iteration 69F: 3 clusters Score -241353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (150833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150833 members 
Entering Unmasked Estep 
Score: -15349850.000000 Penalty: 1937.638306
	Iteration 0F: 2 clusters Score -1.534985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75594 members 
Mstep: Class 2 contains 75239 members 
Entering Unmasked Estep 
Score: -15249039.000000 Penalty: 3875.276611
	Iteration 0F: 3 clusters Score -1.524904e+07 nChanged 72838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80094 members 
Mstep: Class 2 contains 70739 members 
Entering Unmasked Estep 
Score: -15292810.000000 Penalty: 3875.276611
	Iteration 1F: 3 clusters Score -1.529281e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82830 members 
Mstep: Class 2 contains 68003 members 
Entering Unmasked Estep 
Score: -15294634.000000 Penalty: 3875.276611
	Iteration 2Q: 3 clusters Score -1.529463e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86733 members 
Mstep: Class 2 contains 64100 members 
Entering Unmasked Estep 
Score: -15297378.000000 Penalty: 3875.276611
	Iteration 3Q: 3 clusters Score -1.529738e+07 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92304 members 
Mstep: Class 2 contains 58529 members 
Entering Unmasked Estep 
Score: -15302053.000000 Penalty: 3875.276611
	Iteration 4F: 3 clusters Score -1.530205e+07 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99431 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -15309416.000000 Penalty: 3875.276611
	Iteration 5F: 3 clusters Score -1.530942e+07 nChanged 10869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107196 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -15318552.000000 Penalty: 3875.276611
	Iteration 6F: 3 clusters Score -1.531855e+07 nChanged 9710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -15326968.000000 Penalty: 3875.276611
	Iteration 7F: 3 clusters Score -1.532697e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118264 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -15332248.000000 Penalty: 3875.276611
	Iteration 8Q: 3 clusters Score -1.533225e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121646 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -15334925.000000 Penalty: 3875.276611
	Iteration 9Q: 3 clusters Score -1.533492e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124498 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -15336478.000000 Penalty: 3875.276611
	Iteration 10Q: 3 clusters Score -1.533648e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127229 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -15337859.000000 Penalty: 3875.276611
	Iteration 11Q: 3 clusters Score -1.533786e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129826 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -15339060.000000 Penalty: 3875.276611
	Iteration 12Q: 3 clusters Score -1.533906e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132342 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -15340235.000000 Penalty: 3875.276611
	Iteration 13Q: 3 clusters Score -1.534024e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134689 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -15341383.000000 Penalty: 3875.276611
	Iteration 14Q: 3 clusters Score -1.534138e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136814 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -15342472.000000 Penalty: 3875.276611
	Iteration 15Q: 3 clusters Score -1.534247e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138791 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -15343477.000000 Penalty: 3875.276611
	Iteration 16Q: 3 clusters Score -1.534348e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140517 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -15344327.000000 Penalty: 3875.276611
	Iteration 17Q: 3 clusters Score -1.534433e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142092 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -15345145.000000 Penalty: 3875.276611
	Iteration 18Q: 3 clusters Score -1.534514e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143489 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -15345864.000000 Penalty: 3875.276611
	Iteration 19Q: 3 clusters Score -1.534586e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144728 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -15346474.000000 Penalty: 3875.276611
	Iteration 20F: 3 clusters Score -1.534647e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145750 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -15346890.000000 Penalty: 3875.276611
	Iteration 21Q: 3 clusters Score -1.534689e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146557 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -15347167.000000 Penalty: 3875.276611
	Iteration 22Q: 3 clusters Score -1.534717e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147204 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -15347373.000000 Penalty: 3875.276611
	Iteration 23Q: 3 clusters Score -1.534737e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147756 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -15347536.000000 Penalty: 3875.276611
	Iteration 24Q: 3 clusters Score -1.534754e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148196 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -15347700.000000 Penalty: 3875.276611
	Iteration 25Q: 3 clusters Score -1.53477e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148535 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -15347841.000000 Penalty: 3875.276611
	Iteration 26Q: 3 clusters Score -1.534784e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148810 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -15347903.000000 Penalty: 3875.276611
	Iteration 27Q: 3 clusters Score -1.53479e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149019 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -15348011.000000 Penalty: 3875.276611
	Iteration 28Q: 3 clusters Score -1.534801e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149221 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -15348062.000000 Penalty: 3875.276611
	Iteration 29Q: 3 clusters Score -1.534806e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149390 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -15348109.000000 Penalty: 3875.276611
	Iteration 30Q: 3 clusters Score -1.534811e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149515 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -15348153.000000 Penalty: 3875.276611
	Iteration 31Q: 3 clusters Score -1.534815e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149608 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -15348189.000000 Penalty: 3875.276611
	Iteration 32Q: 3 clusters Score -1.534819e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149691 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -15348229.000000 Penalty: 3875.276611
	Iteration 33Q: 3 clusters Score -1.534823e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149754 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -15348238.000000 Penalty: 3875.276611
	Iteration 34Q: 3 clusters Score -1.534824e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149791 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -15348258.000000 Penalty: 3875.276611
	Iteration 35Q: 3 clusters Score -1.534826e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149815 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -15348275.000000 Penalty: 3875.276611
	Iteration 36Q: 3 clusters Score -1.534828e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149842 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -15348310.000000 Penalty: 3875.276611
	Iteration 37Q: 3 clusters Score -1.534831e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149868 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -15348315.000000 Penalty: 3875.276611
	Iteration 38Q: 3 clusters Score -1.534832e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149899 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -15348319.000000 Penalty: 3875.276611
	Iteration 39Q: 3 clusters Score -1.534832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149915 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -15348318.000000 Penalty: 3875.276611
	Iteration 40F: 3 clusters Score -1.534832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149933 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -15348304.000000 Penalty: 3875.276611
	Iteration 41Q: 3 clusters Score -1.53483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149944 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -15348297.000000 Penalty: 3875.276611
	Iteration 42Q: 3 clusters Score -1.53483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149952 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -15348299.000000 Penalty: 3875.276611
	Iteration 43Q: 3 clusters Score -1.53483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149961 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -15348306.000000 Penalty: 3875.276611
	Iteration 44Q: 3 clusters Score -1.534831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149970 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -15348316.000000 Penalty: 3875.276611
	Iteration 45Q: 3 clusters Score -1.534832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149974 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -15348312.000000 Penalty: 3875.276611
	Iteration 46Q: 3 clusters Score -1.534831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149974 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -15348312.000000 Penalty: 3875.276611
	Iteration 47F: 3 clusters Score -1.534831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Entering Unmasked Estep 
Score: -557193.875000 Penalty: 1411.654541
	Iteration 0F: 2 clusters Score -557193.9 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 2903 members 
Entering Unmasked Estep 
Score: -552759.312500 Penalty: 2823.309082
	Iteration 0F: 3 clusters Score -552759.3 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -554784.875000 Penalty: 2823.309082
	Iteration 1F: 3 clusters Score -554784.9 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -555676.937500 Penalty: 2823.309082
	Iteration 2F: 3 clusters Score -555676.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -556484.500000 Penalty: 2823.309082
	Iteration 3F: 3 clusters Score -556484.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -556910.875000 Penalty: 2823.309082
	Iteration 4F: 3 clusters Score -556910.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -557053.625000 Penalty: 2823.309082
	Iteration 5Q: 3 clusters Score -557053.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -557108.250000 Penalty: 2823.309082
	Iteration 6Q: 3 clusters Score -557108.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -557136.500000 Penalty: 2823.309082
	Iteration 7Q: 3 clusters Score -557136.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -557150.812500 Penalty: 2823.309082
	Iteration 8Q: 3 clusters Score -557150.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -557166.000000 Penalty: 2823.309082
	Iteration 9Q: 3 clusters Score -557166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -557178.750000 Penalty: 2823.309082
	Iteration 10Q: 3 clusters Score -557178.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -557190.062500 Penalty: 2823.309082
	Iteration 11Q: 3 clusters Score -557190.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -557195.125000 Penalty: 2823.309082
	Iteration 12Q: 3 clusters Score -557195.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -557202.000000 Penalty: 2823.309082
	Iteration 13Q: 3 clusters Score -557202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -557205.125000 Penalty: 2823.309082
	Iteration 14Q: 3 clusters Score -557205.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -557209.125000 Penalty: 2823.309082
	Iteration 15Q: 3 clusters Score -557209.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -557209.937500 Penalty: 2823.309082
	Iteration 16Q: 3 clusters Score -557209.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -557211.000000 Penalty: 2823.309082
	Iteration 17Q: 3 clusters Score -557211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -557212.125000 Penalty: 2823.309082
	Iteration 18Q: 3 clusters Score -557212.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -557212.375000 Penalty: 2823.309082
	Iteration 19Q: 3 clusters Score -557212.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -557213.375000 Penalty: 2823.309082
	Iteration 20F: 3 clusters Score -557213.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 7367 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 150833 members 
Mstep: Class 5 contains 5033 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 8 contains 3914 members 
Mstep: Class 9 contains 143000 members 
Mstep: Class 11 contains 132915 members 
Mstep: Class 12 contains 171180 members 
Mstep: Class 14 contains 90213 members 
Mstep: Class 15 contains 207023 members 
Mstep: Class 16 contains 10463 members 
Mstep: Class 17 contains 6811 members 
Mstep: Class 19 contains 26348 members 
Mstep: Class 20 contains 159020 members 
Mstep: Class 21 contains 1870 members 
Mstep: Class 22 contains 130415 members 
Entering Unmasked Estep 
Score: -127927584.000000 Penalty: 41147.996094
Splitting cluster 5 changes total score from -127928456.000000 to -127927584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (3914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Entering Unmasked Estep 
Score: -403934.593750 Penalty: 1344.251221
	Iteration 0F: 2 clusters Score -403934.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -400672.406250 Penalty: 2688.502441
	Iteration 0F: 3 clusters Score -400672.4 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -401550.562500 Penalty: 2688.502441
	Iteration 1F: 3 clusters Score -401550.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -401770.343750 Penalty: 2688.502441
	Iteration 2F: 3 clusters Score -401770.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -401996.218750 Penalty: 2688.502441
	Iteration 3F: 3 clusters Score -401996.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -402219.468750 Penalty: 2688.502441
	Iteration 4F: 3 clusters Score -402219.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -402427.468750 Penalty: 2688.502441
	Iteration 5F: 3 clusters Score -402427.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -402599.968750 Penalty: 2688.502441
	Iteration 6F: 3 clusters Score -402600 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -402712.218750 Penalty: 2688.502441
	Iteration 7Q: 3 clusters Score -402712.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -402791.750000 Penalty: 2688.502441
	Iteration 8Q: 3 clusters Score -402791.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -402835.468750 Penalty: 2688.502441
	Iteration 9Q: 3 clusters Score -402835.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -402867.250000 Penalty: 2688.502441
	Iteration 10Q: 3 clusters Score -402867.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -402888.531250 Penalty: 2688.502441
	Iteration 11Q: 3 clusters Score -402888.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -402901.937500 Penalty: 2688.502441
	Iteration 12Q: 3 clusters Score -402901.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -402915.937500 Penalty: 2688.502441
	Iteration 13Q: 3 clusters Score -402915.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -402923.343750 Penalty: 2688.502441
	Iteration 14Q: 3 clusters Score -402923.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -402932.062500 Penalty: 2688.502441
	Iteration 15Q: 3 clusters Score -402932.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -402936.406250 Penalty: 2688.502441
	Iteration 16Q: 3 clusters Score -402936.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -402939.343750 Penalty: 2688.502441
	Iteration 17Q: 3 clusters Score -402939.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -402941.781250 Penalty: 2688.502441
	Iteration 18Q: 3 clusters Score -402941.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -402943.437500 Penalty: 2688.502441
	Iteration 19Q: 3 clusters Score -402943.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -402946.218750 Penalty: 2688.502441
	Iteration 20F: 3 clusters Score -402946.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -402949.093750 Penalty: 2688.502441
	Iteration 21Q: 3 clusters Score -402949.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -402951.531250 Penalty: 2688.502441
	Iteration 22Q: 3 clusters Score -402951.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -402953.562500 Penalty: 2688.502441
	Iteration 23Q: 3 clusters Score -402953.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -402956.437500 Penalty: 2688.502441
	Iteration 24Q: 3 clusters Score -402956.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -402959.937500 Penalty: 2688.502441
	Iteration 25Q: 3 clusters Score -402959.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -402963.593750 Penalty: 2688.502441
	Iteration 26Q: 3 clusters Score -402963.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -402965.656250 Penalty: 2688.502441
	Iteration 27Q: 3 clusters Score -402965.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -402968.281250 Penalty: 2688.502441
	Iteration 28Q: 3 clusters Score -402968.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -402968.875000 Penalty: 2688.502441
	Iteration 29Q: 3 clusters Score -402968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -402970.250000 Penalty: 2688.502441
	Iteration 30Q: 3 clusters Score -402970.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -402972.312500 Penalty: 2688.502441
	Iteration 31Q: 3 clusters Score -402972.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -402973.218750 Penalty: 2688.502441
	Iteration 32Q: 3 clusters Score -402973.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -402975.593750 Penalty: 2688.502441
	Iteration 33Q: 3 clusters Score -402975.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -402977.312500 Penalty: 2688.502441
	Iteration 34Q: 3 clusters Score -402977.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -402977.437500 Penalty: 2688.502441
	Iteration 35Q: 3 clusters Score -402977.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -402979.625000 Penalty: 2688.502441
	Iteration 36Q: 3 clusters Score -402979.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -402981.343750 Penalty: 2688.502441
	Iteration 37Q: 3 clusters Score -402981.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -402983.687500 Penalty: 2688.502441
	Iteration 38Q: 3 clusters Score -402983.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -402986.625000 Penalty: 2688.502441
	Iteration 39Q: 3 clusters Score -402986.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -402989.500000 Penalty: 2688.502441
	Iteration 40F: 3 clusters Score -402989.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -402989.250000 Penalty: 2688.502441
	Iteration 41Q: 3 clusters Score -402989.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -402990.468750 Penalty: 2688.502441
	Iteration 42Q: 3 clusters Score -402990.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -402992.000000 Penalty: 2688.502441
	Iteration 43Q: 3 clusters Score -402992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -402993.093750 Penalty: 2688.502441
	Iteration 44Q: 3 clusters Score -402993.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -402994.562500 Penalty: 2688.502441
	Iteration 45Q: 3 clusters Score -402994.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -402994.375000 Penalty: 2688.502441
	Iteration 46Q: 3 clusters Score -402994.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -402995.375000 Penalty: 2688.502441
	Iteration 47Q: 3 clusters Score -402995.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -402999.406250 Penalty: 2688.502441
	Iteration 48Q: 3 clusters Score -402999.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -403001.468750 Penalty: 2688.502441
	Iteration 49Q: 3 clusters Score -403001.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -403004.781250 Penalty: 2688.502441
	Iteration 50Q: 3 clusters Score -403004.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -403007.562500 Penalty: 2688.502441
	Iteration 51Q: 3 clusters Score -403007.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -403008.375000 Penalty: 2688.502441
	Iteration 52Q: 3 clusters Score -403008.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -403009.687500 Penalty: 2688.502441
	Iteration 53Q: 3 clusters Score -403009.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -403009.906250 Penalty: 2688.502441
	Iteration 54Q: 3 clusters Score -403009.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -403010.000000 Penalty: 2688.502441
	Iteration 55Q: 3 clusters Score -403010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -403010.062500 Penalty: 2688.502441
	Iteration 56Q: 3 clusters Score -403010.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -403010.062500 Penalty: 2688.502441
	Iteration 57F: 3 clusters Score -403010.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (143000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143000 members 
Entering Unmasked Estep 
Score: -14403186.000000 Penalty: 1928.972412
	Iteration 0F: 2 clusters Score -1.440319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71858 members 
Mstep: Class 2 contains 71142 members 
Entering Unmasked Estep 
Score: -14307483.000000 Penalty: 3857.944824
	Iteration 0F: 3 clusters Score -1.430748e+07 nChanged 68839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78675 members 
Mstep: Class 2 contains 64325 members 
Entering Unmasked Estep 
Score: -14348440.000000 Penalty: 3857.944824
	Iteration 1F: 3 clusters Score -1.434844e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82833 members 
Mstep: Class 2 contains 60167 members 
Entering Unmasked Estep 
Score: -14350160.000000 Penalty: 3857.944824
	Iteration 2Q: 3 clusters Score -1.435016e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89338 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -14353519.000000 Penalty: 3857.944824
	Iteration 3Q: 3 clusters Score -1.435352e+07 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98830 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -14359923.000000 Penalty: 3857.944824
	Iteration 4F: 3 clusters Score -1.435992e+07 nChanged 12292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111008 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -14370331.000000 Penalty: 3857.944824
	Iteration 5F: 3 clusters Score -1.437033e+07 nChanged 13030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123972 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -14383009.000000 Penalty: 3857.944824
	Iteration 6F: 3 clusters Score -1.438301e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134263 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -14393537.000000 Penalty: 3857.944824
	Iteration 7F: 3 clusters Score -1.439354e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139652 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -14398955.000000 Penalty: 3857.944824
	Iteration 8Q: 3 clusters Score -1.439896e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141618 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -14400777.000000 Penalty: 3857.944824
	Iteration 9Q: 3 clusters Score -1.440078e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142215 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -14401378.000000 Penalty: 3857.944824
	Iteration 10Q: 3 clusters Score -1.440138e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142393 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -14401586.000000 Penalty: 3857.944824
	Iteration 11Q: 3 clusters Score -1.440159e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142431 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -14401678.000000 Penalty: 3857.944824
	Iteration 12Q: 3 clusters Score -1.440168e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142445 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -14401739.000000 Penalty: 3857.944824
	Iteration 13Q: 3 clusters Score -1.440174e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142451 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -14401788.000000 Penalty: 3857.944824
	Iteration 14Q: 3 clusters Score -1.440179e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142447 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -14401817.000000 Penalty: 3857.944824
	Iteration 15Q: 3 clusters Score -1.440182e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142434 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -14401825.000000 Penalty: 3857.944824
	Iteration 16Q: 3 clusters Score -1.440182e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142426 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -14401838.000000 Penalty: 3857.944824
	Iteration 17Q: 3 clusters Score -1.440184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142423 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -14401875.000000 Penalty: 3857.944824
	Iteration 18Q: 3 clusters Score -1.440188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142412 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -14401871.000000 Penalty: 3857.944824
	Iteration 19Q: 3 clusters Score -1.440187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142406 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -14401893.000000 Penalty: 3857.944824
	Iteration 20F: 3 clusters Score -1.440189e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142402 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -14401916.000000 Penalty: 3857.944824
	Iteration 21Q: 3 clusters Score -1.440192e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142400 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -14401932.000000 Penalty: 3857.944824
	Iteration 22Q: 3 clusters Score -1.440193e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142394 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -14401941.000000 Penalty: 3857.944824
	Iteration 23Q: 3 clusters Score -1.440194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142390 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -14401936.000000 Penalty: 3857.944824
	Iteration 24Q: 3 clusters Score -1.440194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142387 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -14401941.000000 Penalty: 3857.944824
	Iteration 25Q: 3 clusters Score -1.440194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142383 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -14401944.000000 Penalty: 3857.944824
	Iteration 26Q: 3 clusters Score -1.440194e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142378 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -14401940.000000 Penalty: 3857.944824
	Iteration 27Q: 3 clusters Score -1.440194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142369 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -14401959.000000 Penalty: 3857.944824
	Iteration 28Q: 3 clusters Score -1.440196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142361 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -14401945.000000 Penalty: 3857.944824
	Iteration 29Q: 3 clusters Score -1.440194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142353 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -14401940.000000 Penalty: 3857.944824
	Iteration 30Q: 3 clusters Score -1.440194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142346 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -14401956.000000 Penalty: 3857.944824
	Iteration 31Q: 3 clusters Score -1.440196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142345 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -14401964.000000 Penalty: 3857.944824
	Iteration 32Q: 3 clusters Score -1.440196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142341 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -14401988.000000 Penalty: 3857.944824
	Iteration 33Q: 3 clusters Score -1.440199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142337 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -14401989.000000 Penalty: 3857.944824
	Iteration 34Q: 3 clusters Score -1.440199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142335 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -14401995.000000 Penalty: 3857.944824
	Iteration 35Q: 3 clusters Score -1.4402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142331 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -14402010.000000 Penalty: 3857.944824
	Iteration 36Q: 3 clusters Score -1.440201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142326 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -14401999.000000 Penalty: 3857.944824
	Iteration 37Q: 3 clusters Score -1.4402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142324 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -14402017.000000 Penalty: 3857.944824
	Iteration 38Q: 3 clusters Score -1.440202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142319 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -14402009.000000 Penalty: 3857.944824
	Iteration 39Q: 3 clusters Score -1.440201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142319 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -14402015.000000 Penalty: 3857.944824
	Iteration 40F: 3 clusters Score -1.440202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142321 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -14402010.000000 Penalty: 3857.944824
	Iteration 41Q: 3 clusters Score -1.440201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142321 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -14402006.000000 Penalty: 3857.944824
	Iteration 42Q: 3 clusters Score -1.440201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142320 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -14402008.000000 Penalty: 3857.944824
	Iteration 43Q: 3 clusters Score -1.440201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142319 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -14402015.000000 Penalty: 3857.944824
	Iteration 44Q: 3 clusters Score -1.440202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142315 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -14402026.000000 Penalty: 3857.944824
	Iteration 45Q: 3 clusters Score -1.440203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142306 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -14402021.000000 Penalty: 3857.944824
	Iteration 46Q: 3 clusters Score -1.440202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142304 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -14402023.000000 Penalty: 3857.944824
	Iteration 47Q: 3 clusters Score -1.440202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142304 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -14402024.000000 Penalty: 3857.944824
	Iteration 48Q: 3 clusters Score -1.440202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142300 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -14402030.000000 Penalty: 3857.944824
	Iteration 49Q: 3 clusters Score -1.440203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142299 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -14402029.000000 Penalty: 3857.944824
	Iteration 50Q: 3 clusters Score -1.440203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142297 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -14402028.000000 Penalty: 3857.944824
	Iteration 51Q: 3 clusters Score -1.440203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142295 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -14402025.000000 Penalty: 3857.944824
	Iteration 52Q: 3 clusters Score -1.440202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142291 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -14402023.000000 Penalty: 3857.944824
	Iteration 53Q: 3 clusters Score -1.440202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142292 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -14402030.000000 Penalty: 3857.944824
	Iteration 54Q: 3 clusters Score -1.440203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142290 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -14402038.000000 Penalty: 3857.944824
	Iteration 55Q: 3 clusters Score -1.440204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142286 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -14402046.000000 Penalty: 3857.944824
	Iteration 56Q: 3 clusters Score -1.440205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142283 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -14402046.000000 Penalty: 3857.944824
	Iteration 57Q: 3 clusters Score -1.440205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142281 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -14402033.000000 Penalty: 3857.944824
	Iteration 58Q: 3 clusters Score -1.440203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142277 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -14402032.000000 Penalty: 3857.944824
	Iteration 59Q: 3 clusters Score -1.440203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142274 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -14402042.000000 Penalty: 3857.944824
	Iteration 60F: 3 clusters Score -1.440204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (132915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132915 members 
Entering Unmasked Estep 
Score: -13585213.000000 Penalty: 1917.088135
	Iteration 0F: 2 clusters Score -1.358521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66631 members 
Mstep: Class 2 contains 66284 members 
Entering Unmasked Estep 
Score: -13496431.000000 Penalty: 3834.176270
	Iteration 0F: 3 clusters Score -1.349643e+07 nChanged 64113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71268 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -13535071.000000 Penalty: 3834.176270
	Iteration 1F: 3 clusters Score -1.353507e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75312 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -13538137.000000 Penalty: 3834.176270
	Iteration 2Q: 3 clusters Score -1.353814e+07 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81171 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -13543426.000000 Penalty: 3834.176270
	Iteration 3F: 3 clusters Score -1.354343e+07 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88595 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -13550889.000000 Penalty: 3834.176270
	Iteration 4F: 3 clusters Score -1.355089e+07 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96490 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -13559185.000000 Penalty: 3834.176270
	Iteration 5F: 3 clusters Score -1.355918e+07 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103788 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -13565987.000000 Penalty: 3834.176270
	Iteration 6F: 3 clusters Score -1.356599e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109944 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -13571321.000000 Penalty: 3834.176270
	Iteration 7F: 3 clusters Score -1.357132e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114956 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -13575285.000000 Penalty: 3834.176270
	Iteration 8Q: 3 clusters Score -1.357528e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118827 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -13578100.000000 Penalty: 3834.176270
	Iteration 9Q: 3 clusters Score -1.35781e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121662 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -13579838.000000 Penalty: 3834.176270
	Iteration 10Q: 3 clusters Score -1.357984e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123669 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -13581071.000000 Penalty: 3834.176270
	Iteration 11Q: 3 clusters Score -1.358107e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125159 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -13581829.000000 Penalty: 3834.176270
	Iteration 12Q: 3 clusters Score -1.358183e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126259 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -13582325.000000 Penalty: 3834.176270
	Iteration 13Q: 3 clusters Score -1.358232e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127131 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -13582722.000000 Penalty: 3834.176270
	Iteration 14Q: 3 clusters Score -1.358272e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127876 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -13582942.000000 Penalty: 3834.176270
	Iteration 15Q: 3 clusters Score -1.358294e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128501 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -13583159.000000 Penalty: 3834.176270
	Iteration 16Q: 3 clusters Score -1.358316e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129006 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -13583380.000000 Penalty: 3834.176270
	Iteration 17Q: 3 clusters Score -1.358338e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129415 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -13583527.000000 Penalty: 3834.176270
	Iteration 18Q: 3 clusters Score -1.358353e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129742 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -13583678.000000 Penalty: 3834.176270
	Iteration 19Q: 3 clusters Score -1.358368e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130005 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -13583803.000000 Penalty: 3834.176270
	Iteration 20F: 3 clusters Score -1.35838e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130214 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -13583955.000000 Penalty: 3834.176270
	Iteration 21Q: 3 clusters Score -1.358396e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130391 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -13584028.000000 Penalty: 3834.176270
	Iteration 22Q: 3 clusters Score -1.358403e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130514 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -13584069.000000 Penalty: 3834.176270
	Iteration 23Q: 3 clusters Score -1.358407e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130617 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -13584150.000000 Penalty: 3834.176270
	Iteration 24Q: 3 clusters Score -1.358415e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130699 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -13584234.000000 Penalty: 3834.176270
	Iteration 25Q: 3 clusters Score -1.358423e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130749 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -13584314.000000 Penalty: 3834.176270
	Iteration 26Q: 3 clusters Score -1.358431e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130794 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -13584334.000000 Penalty: 3834.176270
	Iteration 27Q: 3 clusters Score -1.358433e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130831 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -13584399.000000 Penalty: 3834.176270
	Iteration 28Q: 3 clusters Score -1.35844e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130867 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -13584429.000000 Penalty: 3834.176270
	Iteration 29Q: 3 clusters Score -1.358443e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130887 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -13584467.000000 Penalty: 3834.176270
	Iteration 30Q: 3 clusters Score -1.358447e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130911 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -13584507.000000 Penalty: 3834.176270
	Iteration 31Q: 3 clusters Score -1.358451e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130932 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -13584519.000000 Penalty: 3834.176270
	Iteration 32Q: 3 clusters Score -1.358452e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130941 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -13584545.000000 Penalty: 3834.176270
	Iteration 33Q: 3 clusters Score -1.358454e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130950 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -13584551.000000 Penalty: 3834.176270
	Iteration 34Q: 3 clusters Score -1.358455e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130961 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -13584573.000000 Penalty: 3834.176270
	Iteration 35Q: 3 clusters Score -1.358457e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130975 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -13584550.000000 Penalty: 3834.176270
	Iteration 36Q: 3 clusters Score -1.358455e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130982 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -13584554.000000 Penalty: 3834.176270
	Iteration 37Q: 3 clusters Score -1.358455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130991 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -13584545.000000 Penalty: 3834.176270
	Iteration 38Q: 3 clusters Score -1.358454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130995 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -13584546.000000 Penalty: 3834.176270
	Iteration 39Q: 3 clusters Score -1.358455e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131000 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -13584551.000000 Penalty: 3834.176270
	Iteration 40F: 3 clusters Score -1.358455e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131008 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -13584549.000000 Penalty: 3834.176270
	Iteration 41Q: 3 clusters Score -1.358455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131019 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -13584543.000000 Penalty: 3834.176270
	Iteration 42Q: 3 clusters Score -1.358454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131026 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -13584545.000000 Penalty: 3834.176270
	Iteration 43Q: 3 clusters Score -1.358454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131032 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -13584545.000000 Penalty: 3834.176270
	Iteration 44Q: 3 clusters Score -1.358454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131033 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -13584539.000000 Penalty: 3834.176270
	Iteration 45Q: 3 clusters Score -1.358454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131037 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -13584534.000000 Penalty: 3834.176270
	Iteration 46Q: 3 clusters Score -1.358453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131040 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -13584542.000000 Penalty: 3834.176270
	Iteration 47Q: 3 clusters Score -1.358454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131042 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -13584553.000000 Penalty: 3834.176270
	Iteration 48Q: 3 clusters Score -1.358455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131043 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -13584553.000000 Penalty: 3834.176270
	Iteration 49Q: 3 clusters Score -1.358455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131044 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -13584570.000000 Penalty: 3834.176270
	Iteration 50Q: 3 clusters Score -1.358457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131047 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -13584561.000000 Penalty: 3834.176270
	Iteration 51Q: 3 clusters Score -1.358456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131047 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -13584572.000000 Penalty: 3834.176270
	Iteration 52Q: 3 clusters Score -1.358457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131046 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -13584575.000000 Penalty: 3834.176270
	Iteration 53Q: 3 clusters Score -1.358458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131045 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -13584575.000000 Penalty: 3834.176270
	Iteration 54Q: 3 clusters Score -1.358458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131045 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -13584575.000000 Penalty: 3834.176270
	Iteration 55F: 3 clusters Score -1.358458e+07 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: -17274756.000000 Penalty: 1958.201538
	Iteration 0F: 2 clusters Score -1.727476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85784 members 
Mstep: Class 2 contains 85396 members 
Entering Unmasked Estep 
Score: -17161174.000000 Penalty: 3916.403076
	Iteration 0F: 3 clusters Score -1.716117e+07 nChanged 82728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87586 members 
Mstep: Class 2 contains 83594 members 
Entering Unmasked Estep 
Score: -17209398.000000 Penalty: 3916.403076
	Iteration 1F: 3 clusters Score -1.72094e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88840 members 
Mstep: Class 2 contains 82340 members 
Entering Unmasked Estep 
Score: -17210322.000000 Penalty: 3916.403076
	Iteration 2Q: 3 clusters Score -1.721032e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90835 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -17211366.000000 Penalty: 3916.403076
	Iteration 3Q: 3 clusters Score -1.721137e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 77212 members 
Entering Unmasked Estep 
Score: -17212710.000000 Penalty: 3916.403076
	Iteration 4Q: 3 clusters Score -1.721271e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98883 members 
Mstep: Class 2 contains 72297 members 
Entering Unmasked Estep 
Score: -17215168.000000 Penalty: 3916.403076
	Iteration 5Q: 3 clusters Score -1.721517e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106255 members 
Mstep: Class 2 contains 64925 members 
Entering Unmasked Estep 
Score: -17219208.000000 Penalty: 3916.403076
	Iteration 6Q: 3 clusters Score -1.721921e+07 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116694 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -17225920.000000 Penalty: 3916.403076
	Iteration 7F: 3 clusters Score -1.722592e+07 nChanged 13367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130053 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -17236350.000000 Penalty: 3916.403076
	Iteration 8F: 3 clusters Score -1.723635e+07 nChanged 14765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144816 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -17249272.000000 Penalty: 3916.403076
	Iteration 9F: 3 clusters Score -1.724927e+07 nChanged 12784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157600 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -17260850.000000 Penalty: 3916.403076
	Iteration 10F: 3 clusters Score -1.726085e+07 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165656 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -17268362.000000 Penalty: 3916.403076
	Iteration 11Q: 3 clusters Score -1.726836e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169305 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -17271486.000000 Penalty: 3916.403076
	Iteration 12Q: 3 clusters Score -1.727149e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170525 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -17272502.000000 Penalty: 3916.403076
	Iteration 13Q: 3 clusters Score -1.72725e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170872 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -17272852.000000 Penalty: 3916.403076
	Iteration 14Q: 3 clusters Score -1.727285e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170982 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17272978.000000 Penalty: 3916.403076
	Iteration 15Q: 3 clusters Score -1.727298e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171017 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17273048.000000 Penalty: 3916.403076
	Iteration 16Q: 3 clusters Score -1.727305e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171021 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17273072.000000 Penalty: 3916.403076
	Iteration 17Q: 3 clusters Score -1.727307e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171030 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17273118.000000 Penalty: 3916.403076
	Iteration 18Q: 3 clusters Score -1.727312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171032 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17273136.000000 Penalty: 3916.403076
	Iteration 19Q: 3 clusters Score -1.727314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171033 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17273144.000000 Penalty: 3916.403076
	Iteration 20F: 3 clusters Score -1.727314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171033 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17273150.000000 Penalty: 3916.403076
	Iteration 21Q: 3 clusters Score -1.727315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171036 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17273166.000000 Penalty: 3916.403076
	Iteration 22Q: 3 clusters Score -1.727317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171038 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17273160.000000 Penalty: 3916.403076
	Iteration 23Q: 3 clusters Score -1.727316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171039 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17273160.000000 Penalty: 3916.403076
	Iteration 24Q: 3 clusters Score -1.727316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171038 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17273168.000000 Penalty: 3916.403076
	Iteration 25Q: 3 clusters Score -1.727317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171038 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17273168.000000 Penalty: 3916.403076
	Iteration 26F: 3 clusters Score -1.727317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (90213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90213 members 
Entering Unmasked Estep 
Score: -9127541.000000 Penalty: 1854.113525
	Iteration 0F: 2 clusters Score -9127541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -9067118.000000 Penalty: 3708.227051
	Iteration 0F: 3 clusters Score -9067118 nChanged 43100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -9092250.000000 Penalty: 3708.227051
	Iteration 1F: 3 clusters Score -9092250 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -9093239.000000 Penalty: 3708.227051
	Iteration 2Q: 3 clusters Score -9093239 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -9094810.000000 Penalty: 3708.227051
	Iteration 3Q: 3 clusters Score -9094810 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -9097204.000000 Penalty: 3708.227051
	Iteration 4Q: 3 clusters Score -9097204 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -9100608.000000 Penalty: 3708.227051
	Iteration 5F: 3 clusters Score -9100608 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -9104552.000000 Penalty: 3708.227051
	Iteration 6F: 3 clusters Score -9104552 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -9108632.000000 Penalty: 3708.227051
	Iteration 7F: 3 clusters Score -9108632 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -9112127.000000 Penalty: 3708.227051
	Iteration 8F: 3 clusters Score -9112127 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -9114741.000000 Penalty: 3708.227051
	Iteration 9F: 3 clusters Score -9114741 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -9116393.000000 Penalty: 3708.227051
	Iteration 10Q: 3 clusters Score -9116393 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -9117262.000000 Penalty: 3708.227051
	Iteration 11Q: 3 clusters Score -9117262 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -9117859.000000 Penalty: 3708.227051
	Iteration 12Q: 3 clusters Score -9117859 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -9118263.000000 Penalty: 3708.227051
	Iteration 13Q: 3 clusters Score -9118263 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -9118610.000000 Penalty: 3708.227051
	Iteration 14Q: 3 clusters Score -9118610 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -9119047.000000 Penalty: 3708.227051
	Iteration 15Q: 3 clusters Score -9119047 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -9119360.000000 Penalty: 3708.227051
	Iteration 16Q: 3 clusters Score -9119360 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -9119654.000000 Penalty: 3708.227051
	Iteration 17Q: 3 clusters Score -9119654 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -9119974.000000 Penalty: 3708.227051
	Iteration 18Q: 3 clusters Score -9119974 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -9120217.000000 Penalty: 3708.227051
	Iteration 19Q: 3 clusters Score -9120217 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -9120470.000000 Penalty: 3708.227051
	Iteration 20F: 3 clusters Score -9120470 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -9120738.000000 Penalty: 3708.227051
	Iteration 21Q: 3 clusters Score -9120738 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -9121023.000000 Penalty: 3708.227051
	Iteration 22Q: 3 clusters Score -9121023 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -9121259.000000 Penalty: 3708.227051
	Iteration 23Q: 3 clusters Score -9121259 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -9121537.000000 Penalty: 3708.227051
	Iteration 24Q: 3 clusters Score -9121537 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55313 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -9121763.000000 Penalty: 3708.227051
	Iteration 25Q: 3 clusters Score -9121763 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -9122011.000000 Penalty: 3708.227051
	Iteration 26Q: 3 clusters Score -9122011 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57379 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -9122211.000000 Penalty: 3708.227051
	Iteration 27Q: 3 clusters Score -9122211 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -9122458.000000 Penalty: 3708.227051
	Iteration 28Q: 3 clusters Score -9122458 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -9122636.000000 Penalty: 3708.227051
	Iteration 29Q: 3 clusters Score -9122636 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -9122864.000000 Penalty: 3708.227051
	Iteration 30Q: 3 clusters Score -9122864 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61443 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -9123075.000000 Penalty: 3708.227051
	Iteration 31Q: 3 clusters Score -9123075 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -9123335.000000 Penalty: 3708.227051
	Iteration 32Q: 3 clusters Score -9123335 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63428 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -9123523.000000 Penalty: 3708.227051
	Iteration 33Q: 3 clusters Score -9123523 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64391 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -9123796.000000 Penalty: 3708.227051
	Iteration 34Q: 3 clusters Score -9123796 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65264 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -9124005.000000 Penalty: 3708.227051
	Iteration 35Q: 3 clusters Score -9124005 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66089 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -9124175.000000 Penalty: 3708.227051
	Iteration 36Q: 3 clusters Score -9124175 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66855 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -9124342.000000 Penalty: 3708.227051
	Iteration 37Q: 3 clusters Score -9124342 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67604 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -9124513.000000 Penalty: 3708.227051
	Iteration 38Q: 3 clusters Score -9124513 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68305 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -9124645.000000 Penalty: 3708.227051
	Iteration 39Q: 3 clusters Score -9124645 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68973 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -9124786.000000 Penalty: 3708.227051
	Iteration 40F: 3 clusters Score -9124786 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69644 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -9124910.000000 Penalty: 3708.227051
	Iteration 41Q: 3 clusters Score -9124910 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70281 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -9125067.000000 Penalty: 3708.227051
	Iteration 42Q: 3 clusters Score -9125067 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70884 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -9125185.000000 Penalty: 3708.227051
	Iteration 43Q: 3 clusters Score -9125185 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71473 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -9125258.000000 Penalty: 3708.227051
	Iteration 44Q: 3 clusters Score -9125258 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72026 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -9125294.000000 Penalty: 3708.227051
	Iteration 45Q: 3 clusters Score -9125294 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72547 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -9125367.000000 Penalty: 3708.227051
	Iteration 46Q: 3 clusters Score -9125367 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73037 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -9125483.000000 Penalty: 3708.227051
	Iteration 47Q: 3 clusters Score -9125483 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -9125547.000000 Penalty: 3708.227051
	Iteration 48Q: 3 clusters Score -9125547 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73915 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -9125631.000000 Penalty: 3708.227051
	Iteration 49Q: 3 clusters Score -9125631 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74368 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -9125695.000000 Penalty: 3708.227051
	Iteration 50Q: 3 clusters Score -9125695 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74749 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -9125762.000000 Penalty: 3708.227051
	Iteration 51Q: 3 clusters Score -9125762 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75116 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -9125803.000000 Penalty: 3708.227051
	Iteration 52Q: 3 clusters Score -9125803 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75459 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -9125819.000000 Penalty: 3708.227051
	Iteration 53Q: 3 clusters Score -9125819 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75807 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -9125876.000000 Penalty: 3708.227051
	Iteration 54Q: 3 clusters Score -9125876 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76173 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -9125931.000000 Penalty: 3708.227051
	Iteration 55Q: 3 clusters Score -9125931 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -9125985.000000 Penalty: 3708.227051
	Iteration 56Q: 3 clusters Score -9125985 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76854 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -9126019.000000 Penalty: 3708.227051
	Iteration 57Q: 3 clusters Score -9126019 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -9126040.000000 Penalty: 3708.227051
	Iteration 58Q: 3 clusters Score -9126040 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77391 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -9126036.000000 Penalty: 3708.227051
	Iteration 59Q: 3 clusters Score -9126036 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -9126110.000000 Penalty: 3708.227051
	Iteration 60F: 3 clusters Score -9126110 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77886 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -9126119.000000 Penalty: 3708.227051
	Iteration 61Q: 3 clusters Score -9126119 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78138 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -9126144.000000 Penalty: 3708.227051
	Iteration 62Q: 3 clusters Score -9126144 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78388 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -9126172.000000 Penalty: 3708.227051
	Iteration 63Q: 3 clusters Score -9126172 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78611 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -9126177.000000 Penalty: 3708.227051
	Iteration 64Q: 3 clusters Score -9126177 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -9126218.000000 Penalty: 3708.227051
	Iteration 65Q: 3 clusters Score -9126218 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78996 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -9126233.000000 Penalty: 3708.227051
	Iteration 66Q: 3 clusters Score -9126233 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79186 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -9126245.000000 Penalty: 3708.227051
	Iteration 67Q: 3 clusters Score -9126245 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79339 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -9126250.000000 Penalty: 3708.227051
	Iteration 68Q: 3 clusters Score -9126250 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -9126275.000000 Penalty: 3708.227051
	Iteration 69Q: 3 clusters Score -9126275 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79625 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -9126294.000000 Penalty: 3708.227051
	Iteration 70Q: 3 clusters Score -9126294 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79738 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -9126297.000000 Penalty: 3708.227051
	Iteration 71Q: 3 clusters Score -9126297 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -9126285.000000 Penalty: 3708.227051
	Iteration 72Q: 3 clusters Score -9126285 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79946 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -9126294.000000 Penalty: 3708.227051
	Iteration 73Q: 3 clusters Score -9126294 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80037 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -9126314.000000 Penalty: 3708.227051
	Iteration 74Q: 3 clusters Score -9126314 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80119 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -9126315.000000 Penalty: 3708.227051
	Iteration 75Q: 3 clusters Score -9126315 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80190 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -9126322.000000 Penalty: 3708.227051
	Iteration 76Q: 3 clusters Score -9126322 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80268 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -9126335.000000 Penalty: 3708.227051
	Iteration 77Q: 3 clusters Score -9126335 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80342 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -9126350.000000 Penalty: 3708.227051
	Iteration 78Q: 3 clusters Score -9126350 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80411 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -9126329.000000 Penalty: 3708.227051
	Iteration 79Q: 3 clusters Score -9126329 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80479 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -9126341.000000 Penalty: 3708.227051
	Iteration 80F: 3 clusters Score -9126341 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80541 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -9126339.000000 Penalty: 3708.227051
	Iteration 81Q: 3 clusters Score -9126339 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80605 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -9126347.000000 Penalty: 3708.227051
	Iteration 82Q: 3 clusters Score -9126347 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80677 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -9126356.000000 Penalty: 3708.227051
	Iteration 83Q: 3 clusters Score -9126356 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -9126353.000000 Penalty: 3708.227051
	Iteration 84Q: 3 clusters Score -9126353 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80809 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -9126362.000000 Penalty: 3708.227051
	Iteration 85Q: 3 clusters Score -9126362 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80877 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -9126359.000000 Penalty: 3708.227051
	Iteration 86Q: 3 clusters Score -9126359 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -9126350.000000 Penalty: 3708.227051
	Iteration 87Q: 3 clusters Score -9126350 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80998 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -9126358.000000 Penalty: 3708.227051
	Iteration 88Q: 3 clusters Score -9126358 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81067 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -9126371.000000 Penalty: 3708.227051
	Iteration 89Q: 3 clusters Score -9126371 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81141 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -9126371.000000 Penalty: 3708.227051
	Iteration 90Q: 3 clusters Score -9126371 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81207 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -9126385.000000 Penalty: 3708.227051
	Iteration 91Q: 3 clusters Score -9126385 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81278 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -9126408.000000 Penalty: 3708.227051
	Iteration 92Q: 3 clusters Score -9126408 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81351 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -9126412.000000 Penalty: 3708.227051
	Iteration 93Q: 3 clusters Score -9126412 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81415 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -9126411.000000 Penalty: 3708.227051
	Iteration 94Q: 3 clusters Score -9126411 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81484 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -9126421.000000 Penalty: 3708.227051
	Iteration 95Q: 3 clusters Score -9126421 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81541 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -9126437.000000 Penalty: 3708.227051
	Iteration 96Q: 3 clusters Score -9126437 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -9126444.000000 Penalty: 3708.227051
	Iteration 97Q: 3 clusters Score -9126444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81634 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -9126451.000000 Penalty: 3708.227051
	Iteration 98Q: 3 clusters Score -9126451 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81679 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -9126456.000000 Penalty: 3708.227051
	Iteration 99Q: 3 clusters Score -9126456 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81745 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -9126464.000000 Penalty: 3708.227051
	Iteration 100F: 3 clusters Score -9126464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81802 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -9126466.000000 Penalty: 3708.227051
	Iteration 101Q: 3 clusters Score -9126466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -9126496.000000 Penalty: 3708.227051
	Iteration 102Q: 3 clusters Score -9126496 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -9126501.000000 Penalty: 3708.227051
	Iteration 103Q: 3 clusters Score -9126501 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81997 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -9126515.000000 Penalty: 3708.227051
	Iteration 104Q: 3 clusters Score -9126515 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82056 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -9126510.000000 Penalty: 3708.227051
	Iteration 105Q: 3 clusters Score -9126510 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82119 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -9126492.000000 Penalty: 3708.227051
	Iteration 106Q: 3 clusters Score -9126492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82167 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -9126494.000000 Penalty: 3708.227051
	Iteration 107Q: 3 clusters Score -9126494 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82225 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -9126520.000000 Penalty: 3708.227051
	Iteration 108Q: 3 clusters Score -9126520 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82278 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -9126535.000000 Penalty: 3708.227051
	Iteration 109Q: 3 clusters Score -9126535 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82331 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -9126537.000000 Penalty: 3708.227051
	Iteration 110Q: 3 clusters Score -9126537 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82376 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -9126523.000000 Penalty: 3708.227051
	Iteration 111Q: 3 clusters Score -9126523 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82418 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -9126535.000000 Penalty: 3708.227051
	Iteration 112Q: 3 clusters Score -9126535 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82461 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -9126536.000000 Penalty: 3708.227051
	Iteration 113Q: 3 clusters Score -9126536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82503 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -9126523.000000 Penalty: 3708.227051
	Iteration 114Q: 3 clusters Score -9126523 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82544 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -9126540.000000 Penalty: 3708.227051
	Iteration 115Q: 3 clusters Score -9126540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -9126550.000000 Penalty: 3708.227051
	Iteration 116Q: 3 clusters Score -9126550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82627 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -9126551.000000 Penalty: 3708.227051
	Iteration 117Q: 3 clusters Score -9126551 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82677 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -9126580.000000 Penalty: 3708.227051
	Iteration 118Q: 3 clusters Score -9126580 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82738 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -9126585.000000 Penalty: 3708.227051
	Iteration 119Q: 3 clusters Score -9126585 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82790 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -9126581.000000 Penalty: 3708.227051
	Iteration 120F: 3 clusters Score -9126581 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -9126576.000000 Penalty: 3708.227051
	Iteration 121Q: 3 clusters Score -9126576 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82886 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -9126586.000000 Penalty: 3708.227051
	Iteration 122Q: 3 clusters Score -9126586 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82939 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -9126589.000000 Penalty: 3708.227051
	Iteration 123Q: 3 clusters Score -9126589 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82994 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -9126593.000000 Penalty: 3708.227051
	Iteration 124Q: 3 clusters Score -9126593 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83046 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -9126592.000000 Penalty: 3708.227051
	Iteration 125Q: 3 clusters Score -9126592 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83089 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -9126597.000000 Penalty: 3708.227051
	Iteration 126Q: 3 clusters Score -9126597 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83133 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -9126591.000000 Penalty: 3708.227051
	Iteration 127Q: 3 clusters Score -9126591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83169 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -9126584.000000 Penalty: 3708.227051
	Iteration 128Q: 3 clusters Score -9126584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83204 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -9126596.000000 Penalty: 3708.227051
	Iteration 129Q: 3 clusters Score -9126596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83244 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -9126591.000000 Penalty: 3708.227051
	Iteration 130Q: 3 clusters Score -9126591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83273 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -9126575.000000 Penalty: 3708.227051
	Iteration 131Q: 3 clusters Score -9126575 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83311 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -9126576.000000 Penalty: 3708.227051
	Iteration 132Q: 3 clusters Score -9126576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83349 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -9126593.000000 Penalty: 3708.227051
	Iteration 133Q: 3 clusters Score -9126593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83381 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -9126591.000000 Penalty: 3708.227051
	Iteration 134Q: 3 clusters Score -9126591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83417 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -9126608.000000 Penalty: 3708.227051
	Iteration 135Q: 3 clusters Score -9126608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83442 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -9126588.000000 Penalty: 3708.227051
	Iteration 136Q: 3 clusters Score -9126588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83469 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -9126591.000000 Penalty: 3708.227051
	Iteration 137Q: 3 clusters Score -9126591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83498 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -9126589.000000 Penalty: 3708.227051
	Iteration 138Q: 3 clusters Score -9126589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83525 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -9126611.000000 Penalty: 3708.227051
	Iteration 139Q: 3 clusters Score -9126611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83545 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -9126620.000000 Penalty: 3708.227051
	Iteration 140F: 3 clusters Score -9126620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83560 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -9126621.000000 Penalty: 3708.227051
	Iteration 141Q: 3 clusters Score -9126621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83571 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -9126614.000000 Penalty: 3708.227051
	Iteration 142Q: 3 clusters Score -9126614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83585 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -9126614.000000 Penalty: 3708.227051
	Iteration 143Q: 3 clusters Score -9126614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83604 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -9126612.000000 Penalty: 3708.227051
	Iteration 144Q: 3 clusters Score -9126612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83625 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -9126626.000000 Penalty: 3708.227051
	Iteration 145Q: 3 clusters Score -9126626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83638 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -9126615.000000 Penalty: 3708.227051
	Iteration 146Q: 3 clusters Score -9126615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83654 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -9126620.000000 Penalty: 3708.227051
	Iteration 147Q: 3 clusters Score -9126620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83668 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -9126626.000000 Penalty: 3708.227051
	Iteration 148Q: 3 clusters Score -9126626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83676 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -9126621.000000 Penalty: 3708.227051
	Iteration 149Q: 3 clusters Score -9126621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83684 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -9126630.000000 Penalty: 3708.227051
	Iteration 150Q: 3 clusters Score -9126630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83691 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -9126634.000000 Penalty: 3708.227051
	Iteration 151Q: 3 clusters Score -9126634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83700 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -9126621.000000 Penalty: 3708.227051
	Iteration 152Q: 3 clusters Score -9126621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83707 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -9126621.000000 Penalty: 3708.227051
	Iteration 153Q: 3 clusters Score -9126621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83716 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -9126618.000000 Penalty: 3708.227051
	Iteration 154Q: 3 clusters Score -9126618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83726 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -9126626.000000 Penalty: 3708.227051
	Iteration 155Q: 3 clusters Score -9126626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83739 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -9126641.000000 Penalty: 3708.227051
	Iteration 156Q: 3 clusters Score -9126641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83763 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -9126633.000000 Penalty: 3708.227051
	Iteration 157Q: 3 clusters Score -9126633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83792 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -9126629.000000 Penalty: 3708.227051
	Iteration 158Q: 3 clusters Score -9126629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83830 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -9126650.000000 Penalty: 3708.227051
	Iteration 159Q: 3 clusters Score -9126650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83867 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -9126659.000000 Penalty: 3708.227051
	Iteration 160F: 3 clusters Score -9126659 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83902 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -9126658.000000 Penalty: 3708.227051
	Iteration 161Q: 3 clusters Score -9126658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83928 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -9126672.000000 Penalty: 3708.227051
	Iteration 162Q: 3 clusters Score -9126672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83950 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -9126656.000000 Penalty: 3708.227051
	Iteration 163Q: 3 clusters Score -9126656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -9126667.000000 Penalty: 3708.227051
	Iteration 164Q: 3 clusters Score -9126667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83973 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -9126665.000000 Penalty: 3708.227051
	Iteration 165Q: 3 clusters Score -9126665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83987 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -9126680.000000 Penalty: 3708.227051
	Iteration 166Q: 3 clusters Score -9126680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -9126681.000000 Penalty: 3708.227051
	Iteration 167Q: 3 clusters Score -9126681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84024 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -9126686.000000 Penalty: 3708.227051
	Iteration 168Q: 3 clusters Score -9126686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84044 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -9126673.000000 Penalty: 3708.227051
	Iteration 169Q: 3 clusters Score -9126673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84059 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -9126682.000000 Penalty: 3708.227051
	Iteration 170Q: 3 clusters Score -9126682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84074 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -9126670.000000 Penalty: 3708.227051
	Iteration 171Q: 3 clusters Score -9126670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84086 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -9126666.000000 Penalty: 3708.227051
	Iteration 172Q: 3 clusters Score -9126666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84099 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -9126662.000000 Penalty: 3708.227051
	Iteration 173Q: 3 clusters Score -9126662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84113 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -9126674.000000 Penalty: 3708.227051
	Iteration 174Q: 3 clusters Score -9126674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84129 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -9126662.000000 Penalty: 3708.227051
	Iteration 175Q: 3 clusters Score -9126662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84149 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -9126658.000000 Penalty: 3708.227051
	Iteration 176Q: 3 clusters Score -9126658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84177 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -9126666.000000 Penalty: 3708.227051
	Iteration 177Q: 3 clusters Score -9126666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84206 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -9126672.000000 Penalty: 3708.227051
	Iteration 178Q: 3 clusters Score -9126672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84228 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -9126661.000000 Penalty: 3708.227051
	Iteration 179Q: 3 clusters Score -9126661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84245 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -9126663.000000 Penalty: 3708.227051
	Iteration 180F: 3 clusters Score -9126663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -9126665.000000 Penalty: 3708.227051
	Iteration 181Q: 3 clusters Score -9126665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84276 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -9126667.000000 Penalty: 3708.227051
	Iteration 182Q: 3 clusters Score -9126667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84289 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -9126661.000000 Penalty: 3708.227051
	Iteration 183Q: 3 clusters Score -9126661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84301 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -9126652.000000 Penalty: 3708.227051
	Iteration 184Q: 3 clusters Score -9126652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84310 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -9126668.000000 Penalty: 3708.227051
	Iteration 185Q: 3 clusters Score -9126668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -9126669.000000 Penalty: 3708.227051
	Iteration 186Q: 3 clusters Score -9126669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84333 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -9126663.000000 Penalty: 3708.227051
	Iteration 187Q: 3 clusters Score -9126663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84345 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -9126669.000000 Penalty: 3708.227051
	Iteration 188Q: 3 clusters Score -9126669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84357 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -9126665.000000 Penalty: 3708.227051
	Iteration 189Q: 3 clusters Score -9126665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84373 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -9126675.000000 Penalty: 3708.227051
	Iteration 190Q: 3 clusters Score -9126675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84388 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -9126672.000000 Penalty: 3708.227051
	Iteration 191Q: 3 clusters Score -9126672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84408 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -9126674.000000 Penalty: 3708.227051
	Iteration 192Q: 3 clusters Score -9126674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84425 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -9126680.000000 Penalty: 3708.227051
	Iteration 193Q: 3 clusters Score -9126680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84442 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -9126682.000000 Penalty: 3708.227051
	Iteration 194Q: 3 clusters Score -9126682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84456 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -9126678.000000 Penalty: 3708.227051
	Iteration 195Q: 3 clusters Score -9126678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84468 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -9126692.000000 Penalty: 3708.227051
	Iteration 196Q: 3 clusters Score -9126692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84478 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -9126694.000000 Penalty: 3708.227051
	Iteration 197Q: 3 clusters Score -9126694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84485 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -9126687.000000 Penalty: 3708.227051
	Iteration 198Q: 3 clusters Score -9126687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84493 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -9126685.000000 Penalty: 3708.227051
	Iteration 199Q: 3 clusters Score -9126685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84499 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -9126690.000000 Penalty: 3708.227051
	Iteration 200F: 3 clusters Score -9126690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84503 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -9126686.000000 Penalty: 3708.227051
	Iteration 201Q: 3 clusters Score -9126686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84505 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -9126686.000000 Penalty: 3708.227051
	Iteration 202Q: 3 clusters Score -9126686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84507 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -9126683.000000 Penalty: 3708.227051
	Iteration 203Q: 3 clusters Score -9126683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84507 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -9126683.000000 Penalty: 3708.227051
	Iteration 204F: 3 clusters Score -9126683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (207023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207023 members 
Entering Unmasked Estep 
Score: -21178508.000000 Penalty: 1989.095093
	Iteration 0F: 2 clusters Score -2.117851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103461 members 
Mstep: Class 2 contains 103562 members 
Entering Unmasked Estep 
Score: -21060466.000000 Penalty: 3978.190186
	Iteration 0F: 3 clusters Score -2.106047e+07 nChanged 100489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100830 members 
Mstep: Class 2 contains 106193 members 
Entering Unmasked Estep 
Score: -21121116.000000 Penalty: 3978.190186
	Iteration 1F: 3 clusters Score -2.112112e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98132 members 
Mstep: Class 2 contains 108891 members 
Entering Unmasked Estep 
Score: -21124052.000000 Penalty: 3978.190186
	Iteration 2Q: 3 clusters Score -2.112405e+07 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94017 members 
Mstep: Class 2 contains 113006 members 
Entering Unmasked Estep 
Score: -21128478.000000 Penalty: 3978.190186
	Iteration 3Q: 3 clusters Score -2.112848e+07 nChanged 12689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88188 members 
Mstep: Class 2 contains 118835 members 
Entering Unmasked Estep 
Score: -21135838.000000 Penalty: 3978.190186
	Iteration 4F: 3 clusters Score -2.113584e+07 nChanged 14772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81332 members 
Mstep: Class 2 contains 125691 members 
Entering Unmasked Estep 
Score: -21145942.000000 Penalty: 3978.190186
	Iteration 5F: 3 clusters Score -2.114594e+07 nChanged 15054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75106 members 
Mstep: Class 2 contains 131917 members 
Entering Unmasked Estep 
Score: -21156932.000000 Penalty: 3978.190186
	Iteration 6F: 3 clusters Score -2.115693e+07 nChanged 12601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71227 members 
Mstep: Class 2 contains 135796 members 
Entering Unmasked Estep 
Score: -21164438.000000 Penalty: 3978.190186
	Iteration 7F: 3 clusters Score -2.116444e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69145 members 
Mstep: Class 2 contains 137878 members 
Entering Unmasked Estep 
Score: -21167652.000000 Penalty: 3978.190186
	Iteration 8Q: 3 clusters Score -2.116765e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67667 members 
Mstep: Class 2 contains 139356 members 
Entering Unmasked Estep 
Score: -21168838.000000 Penalty: 3978.190186
	Iteration 9Q: 3 clusters Score -2.116884e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66313 members 
Mstep: Class 2 contains 140710 members 
Entering Unmasked Estep 
Score: -21169516.000000 Penalty: 3978.190186
	Iteration 10Q: 3 clusters Score -2.116952e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64964 members 
Mstep: Class 2 contains 142059 members 
Entering Unmasked Estep 
Score: -21170454.000000 Penalty: 3978.190186
	Iteration 11Q: 3 clusters Score -2.117045e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63505 members 
Mstep: Class 2 contains 143518 members 
Entering Unmasked Estep 
Score: -21171374.000000 Penalty: 3978.190186
	Iteration 12Q: 3 clusters Score -2.117137e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 145402 members 
Entering Unmasked Estep 
Score: -21172394.000000 Penalty: 3978.190186
	Iteration 13Q: 3 clusters Score -2.117239e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 148071 members 
Entering Unmasked Estep 
Score: -21173698.000000 Penalty: 3978.190186
	Iteration 14Q: 3 clusters Score -2.11737e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 151603 members 
Entering Unmasked Estep 
Score: -21174740.000000 Penalty: 3978.190186
	Iteration 15Q: 3 clusters Score -2.117474e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 156378 members 
Entering Unmasked Estep 
Score: -21175246.000000 Penalty: 3978.190186
	Iteration 16Q: 3 clusters Score -2.117525e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 162555 members 
Entering Unmasked Estep 
Score: -21175240.000000 Penalty: 3978.190186
	Iteration 17Q: 3 clusters Score -2.117524e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 170060 members 
Entering Unmasked Estep 
Score: -21174760.000000 Penalty: 3978.190186
	Iteration 18Q: 3 clusters Score -2.117476e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 178342 members 
Entering Unmasked Estep 
Score: -21174084.000000 Penalty: 3978.190186
	Iteration 19Q: 3 clusters Score -2.117408e+07 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 186419 members 
Entering Unmasked Estep 
Score: -21173836.000000 Penalty: 3978.190186
	Iteration 20F: 3 clusters Score -2.117384e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 193452 members 
Entering Unmasked Estep 
Score: -21174352.000000 Penalty: 3978.190186
	Iteration 21Q: 3 clusters Score -2.117435e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 199045 members 
Entering Unmasked Estep 
Score: -21175076.000000 Penalty: 3978.190186
	Iteration 22Q: 3 clusters Score -2.117508e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 202885 members 
Entering Unmasked Estep 
Score: -21175722.000000 Penalty: 3978.190186
	Iteration 23Q: 3 clusters Score -2.117572e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 205137 members 
Entering Unmasked Estep 
Score: -21176226.000000 Penalty: 3978.190186
	Iteration 24Q: 3 clusters Score -2.117623e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 206174 members 
Entering Unmasked Estep 
Score: -21176466.000000 Penalty: 3978.190186
	Iteration 25Q: 3 clusters Score -2.117647e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 206578 members 
Entering Unmasked Estep 
Score: -21176574.000000 Penalty: 3978.190186
	Iteration 26Q: 3 clusters Score -2.117657e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 206722 members 
Entering Unmasked Estep 
Score: -21176674.000000 Penalty: 3978.190186
	Iteration 27Q: 3 clusters Score -2.117667e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 206763 members 
Entering Unmasked Estep 
Score: -21176702.000000 Penalty: 3978.190186
	Iteration 28Q: 3 clusters Score -2.11767e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 206776 members 
Entering Unmasked Estep 
Score: -21176740.000000 Penalty: 3978.190186
	Iteration 29Q: 3 clusters Score -2.117674e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 206777 members 
Entering Unmasked Estep 
Score: -21176744.000000 Penalty: 3978.190186
	Iteration 30Q: 3 clusters Score -2.117674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 206781 members 
Entering Unmasked Estep 
Score: -21176752.000000 Penalty: 3978.190186
	Iteration 31Q: 3 clusters Score -2.117675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 206786 members 
Entering Unmasked Estep 
Score: -21176760.000000 Penalty: 3978.190186
	Iteration 32Q: 3 clusters Score -2.117676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 206792 members 
Entering Unmasked Estep 
Score: -21176772.000000 Penalty: 3978.190186
	Iteration 33Q: 3 clusters Score -2.117677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 206796 members 
Entering Unmasked Estep 
Score: -21176766.000000 Penalty: 3978.190186
	Iteration 34Q: 3 clusters Score -2.117677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 206796 members 
Entering Unmasked Estep 
Score: -21176768.000000 Penalty: 3978.190186
	Iteration 35Q: 3 clusters Score -2.117677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 206797 members 
Entering Unmasked Estep 
Score: -21176764.000000 Penalty: 3978.190186
	Iteration 36Q: 3 clusters Score -2.117676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 206797 members 
Entering Unmasked Estep 
Score: -21176764.000000 Penalty: 3978.190186
	Iteration 37F: 3 clusters Score -2.117676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Entering Unmasked Estep 
Score: -1081600.125000 Penalty: 1504.035156
	Iteration 0F: 2 clusters Score -1081600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1074051.875000 Penalty: 3008.070312
	Iteration 0F: 3 clusters Score -1074052 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1076534.000000 Penalty: 3008.070312
	Iteration 1F: 3 clusters Score -1076534 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1076739.125000 Penalty: 3008.070312
	Iteration 2F: 3 clusters Score -1076739 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1076913.750000 Penalty: 3008.070312
	Iteration 3Q: 3 clusters Score -1076914 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1077067.750000 Penalty: 3008.070312
	Iteration 4Q: 3 clusters Score -1077068 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1077238.375000 Penalty: 3008.070312
	Iteration 5Q: 3 clusters Score -1077238 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1077453.250000 Penalty: 3008.070312
	Iteration 6Q: 3 clusters Score -1077453 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1077704.750000 Penalty: 3008.070312
	Iteration 7Q: 3 clusters Score -1077705 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1077992.375000 Penalty: 3008.070312
	Iteration 8Q: 3 clusters Score -1077992 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1078339.875000 Penalty: 3008.070312
	Iteration 9Q: 3 clusters Score -1078340 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1078724.875000 Penalty: 3008.070312
	Iteration 10F: 3 clusters Score -1078725 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1079075.000000 Penalty: 3008.070312
	Iteration 11Q: 3 clusters Score -1079075 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1079334.750000 Penalty: 3008.070312
	Iteration 12Q: 3 clusters Score -1079335 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1079503.625000 Penalty: 3008.070312
	Iteration 13Q: 3 clusters Score -1079504 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1079622.375000 Penalty: 3008.070312
	Iteration 14Q: 3 clusters Score -1079622 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1079720.625000 Penalty: 3008.070312
	Iteration 15Q: 3 clusters Score -1079721 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1079791.625000 Penalty: 3008.070312
	Iteration 16Q: 3 clusters Score -1079792 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1079846.875000 Penalty: 3008.070312
	Iteration 17Q: 3 clusters Score -1079847 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1079896.125000 Penalty: 3008.070312
	Iteration 18Q: 3 clusters Score -1079896 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1079945.250000 Penalty: 3008.070312
	Iteration 19Q: 3 clusters Score -1079945 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1079994.375000 Penalty: 3008.070312
	Iteration 20F: 3 clusters Score -1079994 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1080048.000000 Penalty: 3008.070312
	Iteration 21Q: 3 clusters Score -1080048 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1080112.625000 Penalty: 3008.070312
	Iteration 22Q: 3 clusters Score -1080113 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1080171.625000 Penalty: 3008.070312
	Iteration 23Q: 3 clusters Score -1080172 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1080217.625000 Penalty: 3008.070312
	Iteration 24Q: 3 clusters Score -1080218 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1080257.250000 Penalty: 3008.070312
	Iteration 25Q: 3 clusters Score -1080257 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1080296.500000 Penalty: 3008.070312
	Iteration 26Q: 3 clusters Score -1080296 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1080331.625000 Penalty: 3008.070312
	Iteration 27Q: 3 clusters Score -1080332 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1080355.375000 Penalty: 3008.070312
	Iteration 28Q: 3 clusters Score -1080355 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1080379.625000 Penalty: 3008.070312
	Iteration 29Q: 3 clusters Score -1080380 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1080409.125000 Penalty: 3008.070312
	Iteration 30Q: 3 clusters Score -1080409 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1080438.000000 Penalty: 3008.070312
	Iteration 31Q: 3 clusters Score -1080438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1080457.875000 Penalty: 3008.070312
	Iteration 32Q: 3 clusters Score -1080458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1080468.125000 Penalty: 3008.070312
	Iteration 33Q: 3 clusters Score -1080468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1080475.000000 Penalty: 3008.070312
	Iteration 34Q: 3 clusters Score -1080475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1080485.750000 Penalty: 3008.070312
	Iteration 35Q: 3 clusters Score -1080486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1080494.375000 Penalty: 3008.070312
	Iteration 36Q: 3 clusters Score -1080494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1080499.250000 Penalty: 3008.070312
	Iteration 37Q: 3 clusters Score -1080499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1080504.875000 Penalty: 3008.070312
	Iteration 38Q: 3 clusters Score -1080505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1080506.125000 Penalty: 3008.070312
	Iteration 39Q: 3 clusters Score -1080506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1080511.625000 Penalty: 3008.070312
	Iteration 40F: 3 clusters Score -1080512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1080517.000000 Penalty: 3008.070312
	Iteration 41Q: 3 clusters Score -1080517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1080519.875000 Penalty: 3008.070312
	Iteration 42Q: 3 clusters Score -1080520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1080527.500000 Penalty: 3008.070312
	Iteration 43Q: 3 clusters Score -1080528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1080533.000000 Penalty: 3008.070312
	Iteration 44Q: 3 clusters Score -1080533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1080536.625000 Penalty: 3008.070312
	Iteration 45Q: 3 clusters Score -1080537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1080539.125000 Penalty: 3008.070312
	Iteration 46Q: 3 clusters Score -1080539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1080541.500000 Penalty: 3008.070312
	Iteration 47Q: 3 clusters Score -1080542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1080544.750000 Penalty: 3008.070312
	Iteration 48Q: 3 clusters Score -1080545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1080548.375000 Penalty: 3008.070312
	Iteration 49Q: 3 clusters Score -1080548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1080554.125000 Penalty: 3008.070312
	Iteration 50Q: 3 clusters Score -1080554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1080561.000000 Penalty: 3008.070312
	Iteration 51Q: 3 clusters Score -1080561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1080562.750000 Penalty: 3008.070312
	Iteration 52Q: 3 clusters Score -1080563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1080565.625000 Penalty: 3008.070312
	Iteration 53Q: 3 clusters Score -1080566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1080567.500000 Penalty: 3008.070312
	Iteration 54Q: 3 clusters Score -1080568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1080572.750000 Penalty: 3008.070312
	Iteration 55Q: 3 clusters Score -1080573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1080575.625000 Penalty: 3008.070312
	Iteration 56Q: 3 clusters Score -1080576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1080577.250000 Penalty: 3008.070312
	Iteration 57Q: 3 clusters Score -1080577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1080577.750000 Penalty: 3008.070312
	Iteration 58Q: 3 clusters Score -1080578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1080578.500000 Penalty: 3008.070312
	Iteration 59Q: 3 clusters Score -1080578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1080576.500000 Penalty: 3008.070312
	Iteration 60F: 3 clusters Score -1080576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1080578.625000 Penalty: 3008.070312
	Iteration 61Q: 3 clusters Score -1080579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1080581.250000 Penalty: 3008.070312
	Iteration 62Q: 3 clusters Score -1080581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1080583.000000 Penalty: 3008.070312
	Iteration 63Q: 3 clusters Score -1080583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1080585.250000 Penalty: 3008.070312
	Iteration 64Q: 3 clusters Score -1080585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1080587.250000 Penalty: 3008.070312
	Iteration 65Q: 3 clusters Score -1080587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1080587.875000 Penalty: 3008.070312
	Iteration 66Q: 3 clusters Score -1080588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1080588.750000 Penalty: 3008.070312
	Iteration 67Q: 3 clusters Score -1080589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1080591.750000 Penalty: 3008.070312
	Iteration 68Q: 3 clusters Score -1080592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1080595.625000 Penalty: 3008.070312
	Iteration 69Q: 3 clusters Score -1080596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1080597.750000 Penalty: 3008.070312
	Iteration 70Q: 3 clusters Score -1080598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1080597.750000 Penalty: 3008.070312
	Iteration 71Q: 3 clusters Score -1080598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1080601.875000 Penalty: 3008.070312
	Iteration 72Q: 3 clusters Score -1080602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1080602.500000 Penalty: 3008.070312
	Iteration 73Q: 3 clusters Score -1080602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1080604.125000 Penalty: 3008.070312
	Iteration 74Q: 3 clusters Score -1080604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1080606.250000 Penalty: 3008.070312
	Iteration 75Q: 3 clusters Score -1080606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1080607.250000 Penalty: 3008.070312
	Iteration 76Q: 3 clusters Score -1080607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1080607.250000 Penalty: 3008.070312
	Iteration 77Q: 3 clusters Score -1080607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1080609.000000 Penalty: 3008.070312
	Iteration 78Q: 3 clusters Score -1080609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1080609.000000 Penalty: 3008.070312
	Iteration 79F: 3 clusters Score -1080609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Entering Unmasked Estep 
Score: -685792.000000 Penalty: 1434.272705
	Iteration 0F: 2 clusters Score -685792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -680618.687500 Penalty: 2868.545410
	Iteration 0F: 3 clusters Score -680618.7 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -682193.187500 Penalty: 2868.545410
	Iteration 1F: 3 clusters Score -682193.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -682381.687500 Penalty: 2868.545410
	Iteration 2F: 3 clusters Score -682381.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -682531.812500 Penalty: 2868.545410
	Iteration 3Q: 3 clusters Score -682531.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -682650.312500 Penalty: 2868.545410
	Iteration 4Q: 3 clusters Score -682650.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -682749.750000 Penalty: 2868.545410
	Iteration 5Q: 3 clusters Score -682749.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -682826.187500 Penalty: 2868.545410
	Iteration 6Q: 3 clusters Score -682826.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -682889.375000 Penalty: 2868.545410
	Iteration 7Q: 3 clusters Score -682889.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -682958.875000 Penalty: 2868.545410
	Iteration 8Q: 3 clusters Score -682958.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -683023.875000 Penalty: 2868.545410
	Iteration 9Q: 3 clusters Score -683023.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -683105.875000 Penalty: 2868.545410
	Iteration 10Q: 3 clusters Score -683105.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -683184.687500 Penalty: 2868.545410
	Iteration 11Q: 3 clusters Score -683184.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -683282.937500 Penalty: 2868.545410
	Iteration 12Q: 3 clusters Score -683282.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -683392.875000 Penalty: 2868.545410
	Iteration 13Q: 3 clusters Score -683392.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -683524.625000 Penalty: 2868.545410
	Iteration 14Q: 3 clusters Score -683524.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -683726.937500 Penalty: 2868.545410
	Iteration 15Q: 3 clusters Score -683726.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -683910.062500 Penalty: 2868.545410
	Iteration 16Q: 3 clusters Score -683910.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -684062.375000 Penalty: 2868.545410
	Iteration 17Q: 3 clusters Score -684062.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -684180.312500 Penalty: 2868.545410
	Iteration 18Q: 3 clusters Score -684180.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -684251.062500 Penalty: 2868.545410
	Iteration 19Q: 3 clusters Score -684251.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -684300.125000 Penalty: 2868.545410
	Iteration 20F: 3 clusters Score -684300.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -684339.312500 Penalty: 2868.545410
	Iteration 21Q: 3 clusters Score -684339.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -684368.937500 Penalty: 2868.545410
	Iteration 22Q: 3 clusters Score -684368.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -684383.437500 Penalty: 2868.545410
	Iteration 23Q: 3 clusters Score -684383.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -684399.875000 Penalty: 2868.545410
	Iteration 24Q: 3 clusters Score -684399.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -684413.062500 Penalty: 2868.545410
	Iteration 25Q: 3 clusters Score -684413.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -684419.812500 Penalty: 2868.545410
	Iteration 26Q: 3 clusters Score -684419.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -684423.375000 Penalty: 2868.545410
	Iteration 27Q: 3 clusters Score -684423.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -684425.625000 Penalty: 2868.545410
	Iteration 28Q: 3 clusters Score -684425.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -684430.625000 Penalty: 2868.545410
	Iteration 29Q: 3 clusters Score -684430.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -684434.812500 Penalty: 2868.545410
	Iteration 30Q: 3 clusters Score -684434.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -684435.437500 Penalty: 2868.545410
	Iteration 31Q: 3 clusters Score -684435.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -684438.625000 Penalty: 2868.545410
	Iteration 32Q: 3 clusters Score -684438.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -684437.187500 Penalty: 2868.545410
	Iteration 33Q: 3 clusters Score -684437.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -684438.750000 Penalty: 2868.545410
	Iteration 34Q: 3 clusters Score -684438.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -684440.625000 Penalty: 2868.545410
	Iteration 35Q: 3 clusters Score -684440.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -684445.500000 Penalty: 2868.545410
	Iteration 36Q: 3 clusters Score -684445.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -684448.125000 Penalty: 2868.545410
	Iteration 37Q: 3 clusters Score -684448.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -684450.812500 Penalty: 2868.545410
	Iteration 38Q: 3 clusters Score -684450.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -684452.937500 Penalty: 2868.545410
	Iteration 39Q: 3 clusters Score -684452.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -684457.875000 Penalty: 2868.545410
	Iteration 40F: 3 clusters Score -684457.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -684469.312500 Penalty: 2868.545410
	Iteration 41Q: 3 clusters Score -684469.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -684471.937500 Penalty: 2868.545410
	Iteration 42Q: 3 clusters Score -684471.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -684479.750000 Penalty: 2868.545410
	Iteration 43Q: 3 clusters Score -684479.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -684487.750000 Penalty: 2868.545410
	Iteration 44Q: 3 clusters Score -684487.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -684491.687500 Penalty: 2868.545410
	Iteration 45Q: 3 clusters Score -684491.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -684496.312500 Penalty: 2868.545410
	Iteration 46Q: 3 clusters Score -684496.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -684502.437500 Penalty: 2868.545410
	Iteration 47Q: 3 clusters Score -684502.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -684507.000000 Penalty: 2868.545410
	Iteration 48Q: 3 clusters Score -684507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -684511.000000 Penalty: 2868.545410
	Iteration 49Q: 3 clusters Score -684511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -684516.437500 Penalty: 2868.545410
	Iteration 50Q: 3 clusters Score -684516.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -684521.750000 Penalty: 2868.545410
	Iteration 51Q: 3 clusters Score -684521.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -684529.625000 Penalty: 2868.545410
	Iteration 52Q: 3 clusters Score -684529.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -684541.812500 Penalty: 2868.545410
	Iteration 53Q: 3 clusters Score -684541.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -684548.750000 Penalty: 2868.545410
	Iteration 54Q: 3 clusters Score -684548.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -684552.000000 Penalty: 2868.545410
	Iteration 55Q: 3 clusters Score -684552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -684556.375000 Penalty: 2868.545410
	Iteration 56Q: 3 clusters Score -684556.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -684557.687500 Penalty: 2868.545410
	Iteration 57Q: 3 clusters Score -684557.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -684560.937500 Penalty: 2868.545410
	Iteration 58Q: 3 clusters Score -684560.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -684559.937500 Penalty: 2868.545410
	Iteration 59Q: 3 clusters Score -684559.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -684562.875000 Penalty: 2868.545410
	Iteration 60F: 3 clusters Score -684562.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -684564.437500 Penalty: 2868.545410
	Iteration 61Q: 3 clusters Score -684564.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -684565.687500 Penalty: 2868.545410
	Iteration 62Q: 3 clusters Score -684565.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -684566.875000 Penalty: 2868.545410
	Iteration 63Q: 3 clusters Score -684566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -684568.000000 Penalty: 2868.545410
	Iteration 64Q: 3 clusters Score -684568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -684568.000000 Penalty: 2868.545410
	Iteration 65F: 3 clusters Score -684568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Entering Unmasked Estep 
Score: -2760599.500000 Penalty: 1654.111450
	Iteration 0F: 2 clusters Score -2760600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2742743.250000 Penalty: 3308.222900
	Iteration 0F: 3 clusters Score -2742743 nChanged 12021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2749273.000000 Penalty: 3308.222900
	Iteration 1F: 3 clusters Score -2749273 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2749570.000000 Penalty: 3308.222900
	Iteration 2Q: 3 clusters Score -2749570 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2749856.000000 Penalty: 3308.222900
	Iteration 3Q: 3 clusters Score -2749856 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2750184.250000 Penalty: 3308.222900
	Iteration 4Q: 3 clusters Score -2750184 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2750647.500000 Penalty: 3308.222900
	Iteration 5Q: 3 clusters Score -2750648 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2751320.000000 Penalty: 3308.222900
	Iteration 6Q: 3 clusters Score -2751320 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2752424.000000 Penalty: 3308.222900
	Iteration 7F: 3 clusters Score -2752424 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2754034.250000 Penalty: 3308.222900
	Iteration 8F: 3 clusters Score -2754034 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2755992.500000 Penalty: 3308.222900
	Iteration 9F: 3 clusters Score -2755992 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2757652.750000 Penalty: 3308.222900
	Iteration 10F: 3 clusters Score -2757653 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2758543.500000 Penalty: 3308.222900
	Iteration 11Q: 3 clusters Score -2758544 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2758894.500000 Penalty: 3308.222900
	Iteration 12Q: 3 clusters Score -2758894 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2759019.000000 Penalty: 3308.222900
	Iteration 13Q: 3 clusters Score -2759019 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -2759076.750000 Penalty: 3308.222900
	Iteration 14Q: 3 clusters Score -2759077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -2759103.250000 Penalty: 3308.222900
	Iteration 15Q: 3 clusters Score -2759103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2759117.750000 Penalty: 3308.222900
	Iteration 16Q: 3 clusters Score -2759118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -2759124.000000 Penalty: 3308.222900
	Iteration 17Q: 3 clusters Score -2759124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -2759135.000000 Penalty: 3308.222900
	Iteration 18Q: 3 clusters Score -2759135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2759133.750000 Penalty: 3308.222900
	Iteration 19Q: 3 clusters Score -2759134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2759133.750000 Penalty: 3308.222900
	Iteration 20F: 3 clusters Score -2759134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159020 members 
Entering Unmasked Estep 
Score: -16366557.000000 Penalty: 1946.227661
	Iteration 0F: 2 clusters Score -1.636656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79301 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -16264689.000000 Penalty: 3892.455322
	Iteration 0F: 3 clusters Score -1.626469e+07 nChanged 76986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 82023 members 
Entering Unmasked Estep 
Score: -16309638.000000 Penalty: 3892.455322
	Iteration 1F: 3 clusters Score -1.630964e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75460 members 
Mstep: Class 2 contains 83560 members 
Entering Unmasked Estep 
Score: -16310535.000000 Penalty: 3892.455322
	Iteration 2Q: 3 clusters Score -1.631054e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72959 members 
Mstep: Class 2 contains 86061 members 
Entering Unmasked Estep 
Score: -16311846.000000 Penalty: 3892.455322
	Iteration 3Q: 3 clusters Score -1.631185e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69180 members 
Mstep: Class 2 contains 89840 members 
Entering Unmasked Estep 
Score: -16313911.000000 Penalty: 3892.455322
	Iteration 4Q: 3 clusters Score -1.631391e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 95563 members 
Entering Unmasked Estep 
Score: -16317446.000000 Penalty: 3892.455322
	Iteration 5Q: 3 clusters Score -1.631745e+07 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 103667 members 
Entering Unmasked Estep 
Score: -16322774.000000 Penalty: 3892.455322
	Iteration 6F: 3 clusters Score -1.632277e+07 nChanged 10862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 114137 members 
Entering Unmasked Estep 
Score: -16330829.000000 Penalty: 3892.455322
	Iteration 7F: 3 clusters Score -1.633083e+07 nChanged 11668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 125619 members 
Entering Unmasked Estep 
Score: -16340272.000000 Penalty: 3892.455322
	Iteration 8F: 3 clusters Score -1.634027e+07 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 135914 members 
Entering Unmasked Estep 
Score: -16348879.000000 Penalty: 3892.455322
	Iteration 9F: 3 clusters Score -1.634888e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 143687 members 
Entering Unmasked Estep 
Score: -16355217.000000 Penalty: 3892.455322
	Iteration 10Q: 3 clusters Score -1.635522e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 148999 members 
Entering Unmasked Estep 
Score: -16358926.000000 Penalty: 3892.455322
	Iteration 11Q: 3 clusters Score -1.635893e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 152313 members 
Entering Unmasked Estep 
Score: -16361133.000000 Penalty: 3892.455322
	Iteration 12Q: 3 clusters Score -1.636113e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 154368 members 
Entering Unmasked Estep 
Score: -16362507.000000 Penalty: 3892.455322
	Iteration 13Q: 3 clusters Score -1.636251e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 155654 members 
Entering Unmasked Estep 
Score: -16363281.000000 Penalty: 3892.455322
	Iteration 14Q: 3 clusters Score -1.636328e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 156453 members 
Entering Unmasked Estep 
Score: -16363782.000000 Penalty: 3892.455322
	Iteration 15Q: 3 clusters Score -1.636378e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 156970 members 
Entering Unmasked Estep 
Score: -16364125.000000 Penalty: 3892.455322
	Iteration 16Q: 3 clusters Score -1.636412e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 157310 members 
Entering Unmasked Estep 
Score: -16364308.000000 Penalty: 3892.455322
	Iteration 17Q: 3 clusters Score -1.636431e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 157544 members 
Entering Unmasked Estep 
Score: -16364471.000000 Penalty: 3892.455322
	Iteration 18Q: 3 clusters Score -1.636447e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 157707 members 
Entering Unmasked Estep 
Score: -16364558.000000 Penalty: 3892.455322
	Iteration 19Q: 3 clusters Score -1.636456e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 157810 members 
Entering Unmasked Estep 
Score: -16364655.000000 Penalty: 3892.455322
	Iteration 20F: 3 clusters Score -1.636466e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 157870 members 
Entering Unmasked Estep 
Score: -16364719.000000 Penalty: 3892.455322
	Iteration 21Q: 3 clusters Score -1.636472e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 157920 members 
Entering Unmasked Estep 
Score: -16364757.000000 Penalty: 3892.455322
	Iteration 22Q: 3 clusters Score -1.636476e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 157977 members 
Entering Unmasked Estep 
Score: -16364799.000000 Penalty: 3892.455322
	Iteration 23Q: 3 clusters Score -1.63648e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 158008 members 
Entering Unmasked Estep 
Score: -16364807.000000 Penalty: 3892.455322
	Iteration 24Q: 3 clusters Score -1.636481e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 158035 members 
Entering Unmasked Estep 
Score: -16364820.000000 Penalty: 3892.455322
	Iteration 25Q: 3 clusters Score -1.636482e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 158059 members 
Entering Unmasked Estep 
Score: -16364854.000000 Penalty: 3892.455322
	Iteration 26Q: 3 clusters Score -1.636485e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 158075 members 
Entering Unmasked Estep 
Score: -16364861.000000 Penalty: 3892.455322
	Iteration 27Q: 3 clusters Score -1.636486e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 158084 members 
Entering Unmasked Estep 
Score: -16364874.000000 Penalty: 3892.455322
	Iteration 28Q: 3 clusters Score -1.636487e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 158094 members 
Entering Unmasked Estep 
Score: -16364881.000000 Penalty: 3892.455322
	Iteration 29Q: 3 clusters Score -1.636488e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 158101 members 
Entering Unmasked Estep 
Score: -16364874.000000 Penalty: 3892.455322
	Iteration 30Q: 3 clusters Score -1.636487e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 158114 members 
Entering Unmasked Estep 
Score: -16364882.000000 Penalty: 3892.455322
	Iteration 31Q: 3 clusters Score -1.636488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 158127 members 
Entering Unmasked Estep 
Score: -16364894.000000 Penalty: 3892.455322
	Iteration 32Q: 3 clusters Score -1.636489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 158133 members 
Entering Unmasked Estep 
Score: -16364895.000000 Penalty: 3892.455322
	Iteration 33Q: 3 clusters Score -1.63649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 158141 members 
Entering Unmasked Estep 
Score: -16364910.000000 Penalty: 3892.455322
	Iteration 34Q: 3 clusters Score -1.636491e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 158155 members 
Entering Unmasked Estep 
Score: -16364915.000000 Penalty: 3892.455322
	Iteration 35Q: 3 clusters Score -1.636492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 158171 members 
Entering Unmasked Estep 
Score: -16364919.000000 Penalty: 3892.455322
	Iteration 36Q: 3 clusters Score -1.636492e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 158185 members 
Entering Unmasked Estep 
Score: -16364922.000000 Penalty: 3892.455322
	Iteration 37Q: 3 clusters Score -1.636492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 158195 members 
Entering Unmasked Estep 
Score: -16364920.000000 Penalty: 3892.455322
	Iteration 38Q: 3 clusters Score -1.636492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 158206 members 
Entering Unmasked Estep 
Score: -16364922.000000 Penalty: 3892.455322
	Iteration 39Q: 3 clusters Score -1.636492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 158212 members 
Entering Unmasked Estep 
Score: -16364927.000000 Penalty: 3892.455322
	Iteration 40F: 3 clusters Score -1.636493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 158215 members 
Entering Unmasked Estep 
Score: -16364930.000000 Penalty: 3892.455322
	Iteration 41Q: 3 clusters Score -1.636493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 158221 members 
Entering Unmasked Estep 
Score: -16364946.000000 Penalty: 3892.455322
	Iteration 42Q: 3 clusters Score -1.636495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 158222 members 
Entering Unmasked Estep 
Score: -16364938.000000 Penalty: 3892.455322
	Iteration 43Q: 3 clusters Score -1.636494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 158221 members 
Entering Unmasked Estep 
Score: -16364942.000000 Penalty: 3892.455322
	Iteration 44Q: 3 clusters Score -1.636494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 158221 members 
Entering Unmasked Estep 
Score: -16364942.000000 Penalty: 3892.455322
	Iteration 45F: 3 clusters Score -1.636494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -203628.375000 Penalty: 1224.225220
	Iteration 0F: 2 clusters Score -203628.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -201573.609375 Penalty: 2448.450439
	Iteration 0F: 3 clusters Score -201573.6 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -201950.437500 Penalty: 2448.450439
	Iteration 1F: 3 clusters Score -201950.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -202047.937500 Penalty: 2448.450439
	Iteration 2F: 3 clusters Score -202047.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -202092.375000 Penalty: 2448.450439
	Iteration 3Q: 3 clusters Score -202092.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -202122.796875 Penalty: 2448.450439
	Iteration 4Q: 3 clusters Score -202122.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -202147.687500 Penalty: 2448.450439
	Iteration 5Q: 3 clusters Score -202147.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -202163.656250 Penalty: 2448.450439
	Iteration 6Q: 3 clusters Score -202163.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -202181.156250 Penalty: 2448.450439
	Iteration 7Q: 3 clusters Score -202181.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -202198.046875 Penalty: 2448.450439
	Iteration 8Q: 3 clusters Score -202198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -202207.406250 Penalty: 2448.450439
	Iteration 9Q: 3 clusters Score -202207.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -202217.546875 Penalty: 2448.450439
	Iteration 10Q: 3 clusters Score -202217.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -202224.234375 Penalty: 2448.450439
	Iteration 11Q: 3 clusters Score -202224.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -202229.015625 Penalty: 2448.450439
	Iteration 12Q: 3 clusters Score -202229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -202232.078125 Penalty: 2448.450439
	Iteration 13Q: 3 clusters Score -202232.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -202232.437500 Penalty: 2448.450439
	Iteration 14Q: 3 clusters Score -202232.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -202232.640625 Penalty: 2448.450439
	Iteration 15Q: 3 clusters Score -202232.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -202233.421875 Penalty: 2448.450439
	Iteration 16Q: 3 clusters Score -202233.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -202234.218750 Penalty: 2448.450439
	Iteration 17Q: 3 clusters Score -202234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -202234.359375 Penalty: 2448.450439
	Iteration 18Q: 3 clusters Score -202234.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -202234.359375 Penalty: 2448.450439
	Iteration 19F: 3 clusters Score -202234.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (130415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130415 members 
Entering Unmasked Estep 
Score: -13267121.000000 Penalty: 1914.002441
	Iteration 0F: 2 clusters Score -1.326712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65285 members 
Mstep: Class 2 contains 65130 members 
Entering Unmasked Estep 
Score: -13179851.000000 Penalty: 3828.004883
	Iteration 0F: 3 clusters Score -1.317985e+07 nChanged 62728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66435 members 
Mstep: Class 2 contains 63980 members 
Entering Unmasked Estep 
Score: -13216338.000000 Penalty: 3828.004883
	Iteration 1F: 3 clusters Score -1.321634e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67223 members 
Mstep: Class 2 contains 63192 members 
Entering Unmasked Estep 
Score: -13217209.000000 Penalty: 3828.004883
	Iteration 2Q: 3 clusters Score -1.321721e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68464 members 
Mstep: Class 2 contains 61951 members 
Entering Unmasked Estep 
Score: -13218506.000000 Penalty: 3828.004883
	Iteration 3Q: 3 clusters Score -1.321851e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70368 members 
Mstep: Class 2 contains 60047 members 
Entering Unmasked Estep 
Score: -13220195.000000 Penalty: 3828.004883
	Iteration 4Q: 3 clusters Score -1.32202e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73192 members 
Mstep: Class 2 contains 57223 members 
Entering Unmasked Estep 
Score: -13222576.000000 Penalty: 3828.004883
	Iteration 5Q: 3 clusters Score -1.322258e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77169 members 
Mstep: Class 2 contains 53246 members 
Entering Unmasked Estep 
Score: -13226401.000000 Penalty: 3828.004883
	Iteration 6F: 3 clusters Score -1.32264e+07 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82284 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -13231972.000000 Penalty: 3828.004883
	Iteration 7F: 3 clusters Score -1.323197e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87585 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -13238739.000000 Penalty: 3828.004883
	Iteration 8F: 3 clusters Score -1.323874e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92036 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -13244675.000000 Penalty: 3828.004883
	Iteration 9F: 3 clusters Score -1.324468e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95414 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -13248634.000000 Penalty: 3828.004883
	Iteration 10Q: 3 clusters Score -1.324863e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98115 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -13250674.000000 Penalty: 3828.004883
	Iteration 11Q: 3 clusters Score -1.325067e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100640 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -13251862.000000 Penalty: 3828.004883
	Iteration 12Q: 3 clusters Score -1.325186e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103159 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -13253166.000000 Penalty: 3828.004883
	Iteration 13Q: 3 clusters Score -1.325317e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105700 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -13254398.000000 Penalty: 3828.004883
	Iteration 14Q: 3 clusters Score -1.32544e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108184 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -13255689.000000 Penalty: 3828.004883
	Iteration 15Q: 3 clusters Score -1.325569e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110565 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -13257006.000000 Penalty: 3828.004883
	Iteration 16Q: 3 clusters Score -1.325701e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112833 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -13258214.000000 Penalty: 3828.004883
	Iteration 17Q: 3 clusters Score -1.325821e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114907 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -13259304.000000 Penalty: 3828.004883
	Iteration 18Q: 3 clusters Score -1.32593e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116784 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -13260163.000000 Penalty: 3828.004883
	Iteration 19Q: 3 clusters Score -1.326016e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118422 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -13260926.000000 Penalty: 3828.004883
	Iteration 20F: 3 clusters Score -1.326093e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119904 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -13261708.000000 Penalty: 3828.004883
	Iteration 21Q: 3 clusters Score -1.326171e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121231 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -13262281.000000 Penalty: 3828.004883
	Iteration 22Q: 3 clusters Score -1.326228e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122416 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -13262837.000000 Penalty: 3828.004883
	Iteration 23Q: 3 clusters Score -1.326284e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123446 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -13263254.000000 Penalty: 3828.004883
	Iteration 24Q: 3 clusters Score -1.326325e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124340 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -13263651.000000 Penalty: 3828.004883
	Iteration 25Q: 3 clusters Score -1.326365e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125088 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -13263967.000000 Penalty: 3828.004883
	Iteration 26Q: 3 clusters Score -1.326397e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125758 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -13264234.000000 Penalty: 3828.004883
	Iteration 27Q: 3 clusters Score -1.326423e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126328 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -13264481.000000 Penalty: 3828.004883
	Iteration 28Q: 3 clusters Score -1.326448e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126796 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -13264678.000000 Penalty: 3828.004883
	Iteration 29Q: 3 clusters Score -1.326468e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127215 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -13264871.000000 Penalty: 3828.004883
	Iteration 30Q: 3 clusters Score -1.326487e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127573 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -13265055.000000 Penalty: 3828.004883
	Iteration 31Q: 3 clusters Score -1.326506e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127859 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -13265141.000000 Penalty: 3828.004883
	Iteration 32Q: 3 clusters Score -1.326514e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128089 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -13265225.000000 Penalty: 3828.004883
	Iteration 33Q: 3 clusters Score -1.326522e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128271 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -13265307.000000 Penalty: 3828.004883
	Iteration 34Q: 3 clusters Score -1.326531e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128439 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -13265396.000000 Penalty: 3828.004883
	Iteration 35Q: 3 clusters Score -1.32654e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128594 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -13265465.000000 Penalty: 3828.004883
	Iteration 36Q: 3 clusters Score -1.326546e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128724 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -13265481.000000 Penalty: 3828.004883
	Iteration 37Q: 3 clusters Score -1.326548e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128830 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -13265511.000000 Penalty: 3828.004883
	Iteration 38Q: 3 clusters Score -1.326551e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128925 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -13265551.000000 Penalty: 3828.004883
	Iteration 39Q: 3 clusters Score -1.326555e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129010 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -13265576.000000 Penalty: 3828.004883
	Iteration 40F: 3 clusters Score -1.326558e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129078 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -13265606.000000 Penalty: 3828.004883
	Iteration 41Q: 3 clusters Score -1.326561e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129137 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -13265634.000000 Penalty: 3828.004883
	Iteration 42Q: 3 clusters Score -1.326563e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129179 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -13265655.000000 Penalty: 3828.004883
	Iteration 43Q: 3 clusters Score -1.326566e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129220 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -13265662.000000 Penalty: 3828.004883
	Iteration 44Q: 3 clusters Score -1.326566e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129256 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -13265675.000000 Penalty: 3828.004883
	Iteration 45Q: 3 clusters Score -1.326568e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129297 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -13265685.000000 Penalty: 3828.004883
	Iteration 46Q: 3 clusters Score -1.326568e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129321 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -13265705.000000 Penalty: 3828.004883
	Iteration 47Q: 3 clusters Score -1.32657e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129347 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -13265716.000000 Penalty: 3828.004883
	Iteration 48Q: 3 clusters Score -1.326572e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129374 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -13265719.000000 Penalty: 3828.004883
	Iteration 49Q: 3 clusters Score -1.326572e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129388 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -13265720.000000 Penalty: 3828.004883
	Iteration 50Q: 3 clusters Score -1.326572e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129401 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -13265747.000000 Penalty: 3828.004883
	Iteration 51Q: 3 clusters Score -1.326575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129410 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -13265751.000000 Penalty: 3828.004883
	Iteration 52Q: 3 clusters Score -1.326575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129416 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -13265764.000000 Penalty: 3828.004883
	Iteration 53Q: 3 clusters Score -1.326576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129423 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -13265754.000000 Penalty: 3828.004883
	Iteration 54Q: 3 clusters Score -1.326575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129427 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -13265757.000000 Penalty: 3828.004883
	Iteration 55Q: 3 clusters Score -1.326576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129430 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -13265751.000000 Penalty: 3828.004883
	Iteration 56Q: 3 clusters Score -1.326575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129434 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13265748.000000 Penalty: 3828.004883
	Iteration 57Q: 3 clusters Score -1.326575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129436 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -13265752.000000 Penalty: 3828.004883
	Iteration 58Q: 3 clusters Score -1.326575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129438 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -13265759.000000 Penalty: 3828.004883
	Iteration 59Q: 3 clusters Score -1.326576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129442 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -13265759.000000 Penalty: 3828.004883
	Iteration 60F: 3 clusters Score -1.326576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129444 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -13265765.000000 Penalty: 3828.004883
	Iteration 61Q: 3 clusters Score -1.326576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129444 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -13265775.000000 Penalty: 3828.004883
	Iteration 62Q: 3 clusters Score -1.326578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129448 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -13265775.000000 Penalty: 3828.004883
	Iteration 63Q: 3 clusters Score -1.326578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129454 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -13265781.000000 Penalty: 3828.004883
	Iteration 64Q: 3 clusters Score -1.326578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129456 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -13265785.000000 Penalty: 3828.004883
	Iteration 65Q: 3 clusters Score -1.326578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129457 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -13265786.000000 Penalty: 3828.004883
	Iteration 66Q: 3 clusters Score -1.326579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129455 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -13265788.000000 Penalty: 3828.004883
	Iteration 67Q: 3 clusters Score -1.326579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129453 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -13265788.000000 Penalty: 3828.004883
	Iteration 68Q: 3 clusters Score -1.326579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129458 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -13265792.000000 Penalty: 3828.004883
	Iteration 69Q: 3 clusters Score -1.326579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129461 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -13265798.000000 Penalty: 3828.004883
	Iteration 70Q: 3 clusters Score -1.32658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129462 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -13265800.000000 Penalty: 3828.004883
	Iteration 71Q: 3 clusters Score -1.32658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129463 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -13265793.000000 Penalty: 3828.004883
	Iteration 72Q: 3 clusters Score -1.326579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129463 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -13265802.000000 Penalty: 3828.004883
	Iteration 73Q: 3 clusters Score -1.32658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129464 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -13265803.000000 Penalty: 3828.004883
	Iteration 74Q: 3 clusters Score -1.32658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129464 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -13265803.000000 Penalty: 3828.004883
	Iteration 75F: 3 clusters Score -1.32658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 7367 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 150833 members 
Mstep: Class 5 contains 5926 members 
Mstep: Class 8 contains 3914 members 
Mstep: Class 9 contains 143000 members 
Mstep: Class 11 contains 132915 members 
Mstep: Class 12 contains 171180 members 
Mstep: Class 14 contains 90213 members 
Mstep: Class 15 contains 207023 members 
Mstep: Class 16 contains 10463 members 
Mstep: Class 17 contains 6811 members 
Mstep: Class 19 contains 26348 members 
Mstep: Class 20 contains 159020 members 
Mstep: Class 21 contains 1870 members 
Mstep: Class 22 contains 130415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127928448.000000 Penalty: 38861.996094
Iteration 239Q: 18 clusters Score -1.279284e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 150797 members 
Mstep: Class 5 contains 5928 members 
Mstep: Class 8 contains 3914 members 
Mstep: Class 9 contains 142938 members 
Mstep: Class 11 contains 132915 members 
Mstep: Class 12 contains 171141 members 
Mstep: Class 14 contains 90397 members 
Mstep: Class 15 contains 206763 members 
Mstep: Class 16 contains 10491 members 
Mstep: Class 17 contains 6800 members 
Mstep: Class 19 contains 26533 members 
Mstep: Class 20 contains 159025 members 
Mstep: Class 21 contains 1870 members 
Mstep: Class 22 contains 130443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127928616.000000 Penalty: 38861.996094
Iteration 240F: 18 clusters Score -1.279286e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 7331 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 150792 members 
Mstep: Class 5 contains 5931 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 9 contains 142878 members 
Mstep: Class 11 contains 132903 members 
Mstep: Class 12 contains 171061 members 
Mstep: Class 14 contains 90610 members 
Mstep: Class 15 contains 206461 members 
Mstep: Class 16 contains 10529 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 19 contains 26711 members 
Mstep: Class 20 contains 159052 members 
Mstep: Class 21 contains 1872 members 
Mstep: Class 22 contains 130469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127928424.000000 Penalty: 38861.996094
Iteration 241Q: 18 clusters Score -1.279284e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 7315 members 
Mstep: Class 3 contains 2754 members 
Mstep: Class 4 contains 150793 members 
Mstep: Class 5 contains 5934 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 9 contains 142833 members 
Mstep: Class 11 contains 132906 members 
Mstep: Class 12 contains 170957 members 
Mstep: Class 14 contains 90821 members 
Mstep: Class 15 contains 206162 members 
Mstep: Class 16 contains 10563 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 19 contains 26873 members 
Mstep: Class 20 contains 159066 members 
Mstep: Class 21 contains 1883 members 
Mstep: Class 22 contains 130500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127928424.000000 Penalty: 38861.996094
Iteration 242Q: 18 clusters Score -1.279284e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 7302 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 150789 members 
Mstep: Class 5 contains 5935 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 9 contains 142817 members 
Mstep: Class 11 contains 132896 members 
Mstep: Class 12 contains 170855 members 
Mstep: Class 14 contains 91035 members 
Mstep: Class 15 contains 205851 members 
Mstep: Class 16 contains 10599 members 
Mstep: Class 17 contains 6765 members 
Mstep: Class 19 contains 27059 members 
Mstep: Class 20 contains 159084 members 
Mstep: Class 21 contains 1884 members 
Mstep: Class 22 contains 130501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127928600.000000 Penalty: 38861.996094
Iteration 243Q: 18 clusters Score -1.279286e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 7283 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 150801 members 
Mstep: Class 5 contains 5935 members 
Mstep: Class 8 contains 3913 members 
Mstep: Class 9 contains 142807 members 
Mstep: Class 11 contains 132891 members 
Mstep: Class 12 contains 170737 members 
Mstep: Class 14 contains 91224 members 
Mstep: Class 15 contains 205525 members 
Mstep: Class 16 contains 10621 members 
Mstep: Class 17 contains 6746 members 
Mstep: Class 19 contains 27283 members 
Mstep: Class 20 contains 159112 members 
Mstep: Class 21 contains 1887 members 
Mstep: Class 22 contains 130516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127928736.000000 Penalty: 38861.996094
Iteration 244Q: 18 clusters Score -1.279287e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 7272 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 150843 members 
Mstep: Class 5 contains 5936 members 
Mstep: Class 8 contains 3910 members 
Mstep: Class 9 contains 142763 members 
Mstep: Class 11 contains 132884 members 
Mstep: Class 12 contains 170672 members 
Mstep: Class 14 contains 91433 members 
Mstep: Class 15 contains 205188 members 
Mstep: Class 16 contains 10642 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 19 contains 27474 members 
Mstep: Class 20 contains 159125 members 
Mstep: Class 21 contains 1886 members 
Mstep: Class 22 contains 130527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127929000.000000 Penalty: 38861.996094
Iteration 245Q: 18 clusters Score -1.27929e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 7259 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 150865 members 
Mstep: Class 5 contains 5939 members 
Mstep: Class 8 contains 3908 members 
Mstep: Class 9 contains 142722 members 
Mstep: Class 11 contains 132874 members 
Mstep: Class 12 contains 170609 members 
Mstep: Class 14 contains 91670 members 
Mstep: Class 15 contains 204837 members 
Mstep: Class 16 contains 10673 members 
Mstep: Class 17 contains 6704 members 
Mstep: Class 19 contains 27645 members 
Mstep: Class 20 contains 159145 members 
Mstep: Class 21 contains 1888 members 
Mstep: Class 22 contains 130531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127929584.000000 Penalty: 38861.996094
Iteration 246Q: 18 clusters Score -1.279296e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 7254 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 150905 members 
Mstep: Class 5 contains 5940 members 
Mstep: Class 8 contains 3908 members 
Mstep: Class 9 contains 142674 members 
Mstep: Class 11 contains 132869 members 
Mstep: Class 12 contains 170540 members 
Mstep: Class 14 contains 91901 members 
Mstep: Class 15 contains 204464 members 
Mstep: Class 16 contains 10711 members 
Mstep: Class 17 contains 6674 members 
Mstep: Class 19 contains 27835 members 
Mstep: Class 20 contains 159151 members 
Mstep: Class 21 contains 1889 members 
Mstep: Class 22 contains 130545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127929496.000000 Penalty: 38861.996094
Iteration 247Q: 18 clusters Score -1.279295e+08 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 7245 members 
Mstep: Class 3 contains 2761 members 
Mstep: Class 4 contains 150923 members 
Mstep: Class 5 contains 5941 members 
Mstep: Class 8 contains 3908 members 
Mstep: Class 9 contains 142613 members 
Mstep: Class 11 contains 132867 members 
Mstep: Class 12 contains 170465 members 
Mstep: Class 14 contains 92160 members 
Mstep: Class 15 contains 204096 members 
Mstep: Class 16 contains 10744 members 
Mstep: Class 17 contains 6647 members 
Mstep: Class 19 contains 28042 members 
Mstep: Class 20 contains 159143 members 
Mstep: Class 21 contains 1889 members 
Mstep: Class 22 contains 130573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127929632.000000 Penalty: 38861.996094
Iteration 248Q: 18 clusters Score -1.279296e+08 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 7234 members 
Mstep: Class 3 contains 2760 members 
Mstep: Class 4 contains 150927 members 
Mstep: Class 5 contains 5942 members 
Mstep: Class 8 contains 3909 members 
Mstep: Class 9 contains 142544 members 
Mstep: Class 11 contains 132865 members 
Mstep: Class 12 contains 170396 members 
Mstep: Class 14 contains 92438 members 
Mstep: Class 15 contains 203734 members 
Mstep: Class 16 contains 10779 members 
Mstep: Class 17 contains 6625 members 
Mstep: Class 19 contains 28233 members 
Mstep: Class 20 contains 159150 members 
Mstep: Class 21 contains 1889 members 
Mstep: Class 22 contains 130578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127929896.000000 Penalty: 38861.996094
Iteration 249Q: 18 clusters Score -1.279299e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 7219 members 
Mstep: Class 3 contains 2764 members 
Mstep: Class 4 contains 150913 members 
Mstep: Class 5 contains 5943 members 
Mstep: Class 8 contains 3909 members 
Mstep: Class 9 contains 142492 members 
Mstep: Class 11 contains 132863 members 
Mstep: Class 12 contains 170323 members 
Mstep: Class 14 contains 92730 members 
Mstep: Class 15 contains 203393 members 
Mstep: Class 16 contains 10811 members 
Mstep: Class 17 contains 6610 members 
Mstep: Class 19 contains 28407 members 
Mstep: Class 20 contains 159148 members 
Mstep: Class 21 contains 1889 members 
Mstep: Class 22 contains 130585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127929896.000000 Penalty: 38861.996094
Iteration 250Q: 18 clusters Score -1.279299e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 7202 members 
Mstep: Class 3 contains 2768 members 
Mstep: Class 4 contains 150894 members 
Mstep: Class 5 contains 5943 members 
Mstep: Class 8 contains 3908 members 
Mstep: Class 9 contains 142427 members 
Mstep: Class 11 contains 132875 members 
Mstep: Class 12 contains 170252 members 
Mstep: Class 14 contains 93020 members 
Mstep: Class 15 contains 203038 members 
Mstep: Class 16 contains 10843 members 
Mstep: Class 17 contains 6591 members 
Mstep: Class 19 contains 28614 members 
Mstep: Class 20 contains 159140 members 
Mstep: Class 21 contains 1894 members 
Mstep: Class 22 contains 130593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127930424.000000 Penalty: 38861.996094
Iteration 251Q: 18 clusters Score -1.279304e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 7186 members 
Mstep: Class 3 contains 2767 members 
Mstep: Class 4 contains 150872 members 
Mstep: Class 5 contains 5945 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 142355 members 
Mstep: Class 11 contains 132870 members 
Mstep: Class 12 contains 170152 members 
Mstep: Class 14 contains 93304 members 
Mstep: Class 15 contains 202720 members 
Mstep: Class 16 contains 10874 members 
Mstep: Class 17 contains 6568 members 
Mstep: Class 19 contains 28835 members 
Mstep: Class 20 contains 159136 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 130611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127930432.000000 Penalty: 38861.996094
Iteration 252Q: 18 clusters Score -1.279304e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 2766 members 
Mstep: Class 4 contains 150857 members 
Mstep: Class 5 contains 5945 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 142302 members 
Mstep: Class 11 contains 132865 members 
Mstep: Class 12 contains 170036 members 
Mstep: Class 14 contains 93605 members 
Mstep: Class 15 contains 202354 members 
Mstep: Class 16 contains 10914 members 
Mstep: Class 17 contains 6547 members 
Mstep: Class 19 contains 29089 members 
Mstep: Class 20 contains 159138 members 
Mstep: Class 21 contains 1895 members 
Mstep: Class 22 contains 130610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127930736.000000 Penalty: 38861.996094
Iteration 253Q: 18 clusters Score -1.279307e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 7147 members 
Mstep: Class 3 contains 2764 members 
Mstep: Class 4 contains 150831 members 
Mstep: Class 5 contains 5949 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 142231 members 
Mstep: Class 11 contains 132862 members 
Mstep: Class 12 contains 169903 members 
Mstep: Class 14 contains 93926 members 
Mstep: Class 15 contains 201944 members 
Mstep: Class 16 contains 10953 members 
Mstep: Class 17 contains 6528 members 
Mstep: Class 19 contains 29382 members 
Mstep: Class 20 contains 159139 members 
Mstep: Class 21 contains 1894 members 
Mstep: Class 22 contains 130634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127930872.000000 Penalty: 38861.996094
Iteration 254Q: 18 clusters Score -1.279309e+08 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 7121 members 
Mstep: Class 3 contains 2764 members 
Mstep: Class 4 contains 150807 members 
Mstep: Class 5 contains 5953 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 142182 members 
Mstep: Class 11 contains 132869 members 
Mstep: Class 12 contains 169747 members 
Mstep: Class 14 contains 94286 members 
Mstep: Class 15 contains 201541 members 
Mstep: Class 16 contains 10996 members 
Mstep: Class 17 contains 6511 members 
Mstep: Class 19 contains 29654 members 
Mstep: Class 20 contains 159134 members 
Mstep: Class 21 contains 1893 members 
Mstep: Class 22 contains 130633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127931000.000000 Penalty: 38861.996094
Iteration 255Q: 18 clusters Score -1.27931e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 7103 members 
Mstep: Class 3 contains 2765 members 
Mstep: Class 4 contains 150804 members 
Mstep: Class 5 contains 5957 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 142154 members 
Mstep: Class 11 contains 132870 members 
Mstep: Class 12 contains 169525 members 
Mstep: Class 14 contains 94669 members 
Mstep: Class 15 contains 201132 members 
Mstep: Class 16 contains 11041 members 
Mstep: Class 17 contains 6494 members 
Mstep: Class 19 contains 29900 members 
Mstep: Class 20 contains 159143 members 
Mstep: Class 21 contains 1895 members 
Mstep: Class 22 contains 130646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127931304.000000 Penalty: 38861.996094
Iteration 256Q: 18 clusters Score -1.279313e+08 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 3 contains 2769 members 
Mstep: Class 4 contains 150804 members 
Mstep: Class 5 contains 5960 members 
Mstep: Class 8 contains 3901 members 
Mstep: Class 9 contains 142111 members 
Mstep: Class 11 contains 132857 members 
Mstep: Class 12 contains 169311 members 
Mstep: Class 14 contains 95074 members 
Mstep: Class 15 contains 200705 members 
Mstep: Class 16 contains 11078 members 
Mstep: Class 17 contains 6479 members 
Mstep: Class 19 contains 30150 members 
Mstep: Class 20 contains 159164 members 
Mstep: Class 21 contains 1894 members 
Mstep: Class 22 contains 130653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127931544.000000 Penalty: 38861.996094
Iteration 257Q: 18 clusters Score -1.279315e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 7084 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 150801 members 
Mstep: Class 5 contains 5964 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 142076 members 
Mstep: Class 11 contains 132851 members 
Mstep: Class 12 contains 169078 members 
Mstep: Class 14 contains 95484 members 
Mstep: Class 15 contains 200247 members 
Mstep: Class 16 contains 11105 members 
Mstep: Class 17 contains 6453 members 
Mstep: Class 19 contains 30400 members 
Mstep: Class 20 contains 159195 members 
Mstep: Class 21 contains 1895 members 
Mstep: Class 22 contains 130691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127931576.000000 Penalty: 38861.996094
Iteration 258Q: 18 clusters Score -1.279316e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 7081 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 150790 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 8 contains 3901 members 
Mstep: Class 9 contains 142050 members 
Mstep: Class 11 contains 132851 members 
Mstep: Class 12 contains 168835 members 
Mstep: Class 14 contains 95888 members 
Mstep: Class 15 contains 199788 members 
Mstep: Class 16 contains 11143 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 19 contains 30679 members 
Mstep: Class 20 contains 159209 members 
Mstep: Class 21 contains 1896 members 
Mstep: Class 22 contains 130715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127931480.000000 Penalty: 38861.996094
Iteration 259Q: 18 clusters Score -1.279315e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 7073 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 150794 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 141999 members 
Mstep: Class 11 contains 132849 members 
Mstep: Class 12 contains 168560 members 
Mstep: Class 14 contains 96307 members 
Mstep: Class 15 contains 199333 members 
Mstep: Class 16 contains 11170 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 19 contains 30984 members 
Mstep: Class 20 contains 159229 members 
Mstep: Class 21 contains 1900 members 
Mstep: Class 22 contains 130756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127931544.000000 Penalty: 38861.996094
Iteration 260F: 18 clusters Score -1.279315e+08 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 7064 members 
Mstep: Class 3 contains 2778 members 
Mstep: Class 4 contains 150803 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 141946 members 
Mstep: Class 11 contains 132855 members 
Mstep: Class 12 contains 168239 members 
Mstep: Class 14 contains 96720 members 
Mstep: Class 15 contains 198862 members 
Mstep: Class 16 contains 11197 members 
Mstep: Class 17 contains 6385 members 
Mstep: Class 19 contains 31336 members 
Mstep: Class 20 contains 159247 members 
Mstep: Class 21 contains 1905 members 
Mstep: Class 22 contains 130805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127931968.000000 Penalty: 38861.996094
Iteration 261Q: 18 clusters Score -1.27932e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 7057 members 
Mstep: Class 3 contains 2788 members 
Mstep: Class 4 contains 150805 members 
Mstep: Class 5 contains 5983 members 
Mstep: Class 8 contains 3898 members 
Mstep: Class 9 contains 141896 members 
Mstep: Class 11 contains 132859 members 
Mstep: Class 12 contains 167972 members 
Mstep: Class 14 contains 97134 members 
Mstep: Class 15 contains 198296 members 
Mstep: Class 16 contains 11224 members 
Mstep: Class 17 contains 6365 members 
Mstep: Class 19 contains 31731 members 
Mstep: Class 20 contains 159250 members 
Mstep: Class 21 contains 1904 members 
Mstep: Class 22 contains 130873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127932192.000000 Penalty: 38861.996094
Iteration 262Q: 18 clusters Score -1.279322e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 7035 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 150820 members 
Mstep: Class 5 contains 5988 members 
Mstep: Class 8 contains 3898 members 
Mstep: Class 9 contains 141817 members 
Mstep: Class 11 contains 132873 members 
Mstep: Class 12 contains 167724 members 
Mstep: Class 14 contains 97549 members 
Mstep: Class 15 contains 197698 members 
Mstep: Class 16 contains 11250 members 
Mstep: Class 17 contains 6351 members 
Mstep: Class 19 contains 32121 members 
Mstep: Class 20 contains 159275 members 
Mstep: Class 21 contains 1910 members 
Mstep: Class 22 contains 130947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127932528.000000 Penalty: 38861.996094
Iteration 263Q: 18 clusters Score -1.279325e+08 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 7011 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 150822 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 8 contains 3898 members 
Mstep: Class 9 contains 141733 members 
Mstep: Class 11 contains 132881 members 
Mstep: Class 12 contains 167491 members 
Mstep: Class 14 contains 97943 members 
Mstep: Class 15 contains 197088 members 
Mstep: Class 16 contains 11274 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 19 contains 32573 members 
Mstep: Class 20 contains 159292 members 
Mstep: Class 21 contains 1918 members 
Mstep: Class 22 contains 131006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127932560.000000 Penalty: 38861.996094
Iteration 264Q: 18 clusters Score -1.279326e+08 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 150793 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 8 contains 3898 members 
Mstep: Class 9 contains 141652 members 
Mstep: Class 11 contains 132898 members 
Mstep: Class 12 contains 167263 members 
Mstep: Class 14 contains 98364 members 
Mstep: Class 15 contains 196464 members 
Mstep: Class 16 contains 11308 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 19 contains 33037 members 
Mstep: Class 20 contains 159283 members 
Mstep: Class 21 contains 1927 members 
Mstep: Class 22 contains 131064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127932976.000000 Penalty: 38861.996094
Iteration 265Q: 18 clusters Score -1.27933e+08 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 6965 members 
Mstep: Class 3 contains 2807 members 
Mstep: Class 4 contains 150788 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 8 contains 3898 members 
Mstep: Class 9 contains 141570 members 
Mstep: Class 11 contains 132908 members 
Mstep: Class 12 contains 167005 members 
Mstep: Class 14 contains 98807 members 
Mstep: Class 15 contains 195838 members 
Mstep: Class 16 contains 11352 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 19 contains 33478 members 
Mstep: Class 20 contains 159273 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 22 contains 131119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127933240.000000 Penalty: 38861.996094
Iteration 266Q: 18 clusters Score -1.279332e+08 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 6949 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 150785 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 8 contains 3898 members 
Mstep: Class 9 contains 141481 members 
Mstep: Class 11 contains 132927 members 
Mstep: Class 12 contains 166712 members 
Mstep: Class 14 contains 99298 members 
Mstep: Class 15 contains 195226 members 
Mstep: Class 16 contains 11391 members 
Mstep: Class 17 contains 6316 members 
Mstep: Class 19 contains 33948 members 
Mstep: Class 20 contains 159261 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 22 contains 131144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127933712.000000 Penalty: 38861.996094
Iteration 267Q: 18 clusters Score -1.279337e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 6940 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 150783 members 
Mstep: Class 5 contains 5994 members 
Mstep: Class 8 contains 3898 members 
Mstep: Class 9 contains 141395 members 
Mstep: Class 11 contains 132938 members 
Mstep: Class 12 contains 166410 members 
Mstep: Class 14 contains 99830 members 
Mstep: Class 15 contains 194613 members 
Mstep: Class 16 contains 11416 members 
Mstep: Class 17 contains 6310 members 
Mstep: Class 19 contains 34358 members 
Mstep: Class 20 contains 159260 members 
Mstep: Class 21 contains 1936 members 
Mstep: Class 22 contains 131202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127934360.000000 Penalty: 38861.996094
Iteration 268Q: 18 clusters Score -1.279344e+08 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 2808 members 
Mstep: Class 4 contains 150792 members 
Mstep: Class 5 contains 5995 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 141297 members 
Mstep: Class 11 contains 132941 members 
Mstep: Class 12 contains 166104 members 
Mstep: Class 14 contains 100366 members 
Mstep: Class 15 contains 194034 members 
Mstep: Class 16 contains 11447 members 
Mstep: Class 17 contains 6291 members 
Mstep: Class 19 contains 34752 members 
Mstep: Class 20 contains 159253 members 
Mstep: Class 21 contains 1941 members 
Mstep: Class 22 contains 131260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127934920.000000 Penalty: 38861.996094
Iteration 269Q: 18 clusters Score -1.279349e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 6889 members 
Mstep: Class 3 contains 2806 members 
Mstep: Class 4 contains 150804 members 
Mstep: Class 5 contains 5996 members 
Mstep: Class 8 contains 3901 members 
Mstep: Class 9 contains 141174 members 
Mstep: Class 11 contains 132962 members 
Mstep: Class 12 contains 165845 members 
Mstep: Class 14 contains 100872 members 
Mstep: Class 15 contains 193425 members 
Mstep: Class 16 contains 11470 members 
Mstep: Class 17 contains 6279 members 
Mstep: Class 19 contains 35168 members 
Mstep: Class 20 contains 159245 members 
Mstep: Class 21 contains 1945 members 
Mstep: Class 22 contains 131327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127935024.000000 Penalty: 38861.996094
Iteration 270Q: 18 clusters Score -1.27935e+08 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 6854 members 
Mstep: Class 3 contains 2806 members 
Mstep: Class 4 contains 150822 members 
Mstep: Class 5 contains 5997 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 141060 members 
Mstep: Class 11 contains 132969 members 
Mstep: Class 12 contains 165560 members 
Mstep: Class 14 contains 101341 members 
Mstep: Class 15 contains 192825 members 
Mstep: Class 16 contains 11495 members 
Mstep: Class 17 contains 6256 members 
Mstep: Class 19 contains 35617 members 
Mstep: Class 20 contains 159256 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 131399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127935304.000000 Penalty: 38861.996094
Iteration 271Q: 18 clusters Score -1.279353e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 150830 members 
Mstep: Class 5 contains 5998 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 140953 members 
Mstep: Class 11 contains 132969 members 
Mstep: Class 12 contains 165264 members 
Mstep: Class 14 contains 101852 members 
Mstep: Class 15 contains 192203 members 
Mstep: Class 16 contains 11515 members 
Mstep: Class 17 contains 6226 members 
Mstep: Class 19 contains 36054 members 
Mstep: Class 20 contains 159269 members 
Mstep: Class 21 contains 1952 members 
Mstep: Class 22 contains 131488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127935272.000000 Penalty: 38861.996094
Iteration 272Q: 18 clusters Score -1.279353e+08 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 6809 members 
Mstep: Class 3 contains 2807 members 
Mstep: Class 4 contains 150832 members 
Mstep: Class 5 contains 6000 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 140836 members 
Mstep: Class 11 contains 132984 members 
Mstep: Class 12 contains 164946 members 
Mstep: Class 14 contains 102378 members 
Mstep: Class 15 contains 191586 members 
Mstep: Class 16 contains 11546 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 19 contains 36490 members 
Mstep: Class 20 contains 159263 members 
Mstep: Class 21 contains 1958 members 
Mstep: Class 22 contains 131571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127935704.000000 Penalty: 38861.996094
Iteration 273Q: 18 clusters Score -1.279357e+08 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 2807 members 
Mstep: Class 4 contains 150834 members 
Mstep: Class 5 contains 6001 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 140748 members 
Mstep: Class 11 contains 132990 members 
Mstep: Class 12 contains 164636 members 
Mstep: Class 14 contains 102905 members 
Mstep: Class 15 contains 190952 members 
Mstep: Class 16 contains 11576 members 
Mstep: Class 17 contains 6191 members 
Mstep: Class 19 contains 36895 members 
Mstep: Class 20 contains 159258 members 
Mstep: Class 21 contains 1962 members 
Mstep: Class 22 contains 131665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127936016.000000 Penalty: 38861.996094
Iteration 274Q: 18 clusters Score -1.27936e+08 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 6777 members 
Mstep: Class 3 contains 2808 members 
Mstep: Class 4 contains 150841 members 
Mstep: Class 5 contains 6002 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 140640 members 
Mstep: Class 11 contains 132996 members 
Mstep: Class 12 contains 164325 members 
Mstep: Class 14 contains 103459 members 
Mstep: Class 15 contains 190300 members 
Mstep: Class 16 contains 11603 members 
Mstep: Class 17 contains 6170 members 
Mstep: Class 19 contains 37288 members 
Mstep: Class 20 contains 159273 members 
Mstep: Class 21 contains 1969 members 
Mstep: Class 22 contains 131763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127936360.000000 Penalty: 38861.996094
Iteration 275Q: 18 clusters Score -1.279364e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 6757 members 
Mstep: Class 3 contains 2807 members 
Mstep: Class 4 contains 150830 members 
Mstep: Class 5 contains 6005 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 140541 members 
Mstep: Class 11 contains 133009 members 
Mstep: Class 12 contains 164091 members 
Mstep: Class 14 contains 104035 members 
Mstep: Class 15 contains 189591 members 
Mstep: Class 16 contains 11633 members 
Mstep: Class 17 contains 6150 members 
Mstep: Class 19 contains 37674 members 
Mstep: Class 20 contains 159265 members 
Mstep: Class 21 contains 1972 members 
Mstep: Class 22 contains 131863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127936840.000000 Penalty: 38861.996094
Iteration 276Q: 18 clusters Score -1.279368e+08 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 6730 members 
Mstep: Class 3 contains 2813 members 
Mstep: Class 4 contains 150806 members 
Mstep: Class 5 contains 6005 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 140438 members 
Mstep: Class 11 contains 133014 members 
Mstep: Class 12 contains 163814 members 
Mstep: Class 14 contains 104633 members 
Mstep: Class 15 contains 188914 members 
Mstep: Class 16 contains 11665 members 
Mstep: Class 17 contains 6123 members 
Mstep: Class 19 contains 38077 members 
Mstep: Class 20 contains 159262 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 131936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127937512.000000 Penalty: 38861.996094
Iteration 277Q: 18 clusters Score -1.279375e+08 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 6705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 150794 members 
Mstep: Class 5 contains 6006 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 140301 members 
Mstep: Class 11 contains 133032 members 
Mstep: Class 12 contains 163532 members 
Mstep: Class 14 contains 105267 members 
Mstep: Class 15 contains 188280 members 
Mstep: Class 16 contains 11709 members 
Mstep: Class 17 contains 6098 members 
Mstep: Class 19 contains 38464 members 
Mstep: Class 20 contains 159224 members 
Mstep: Class 21 contains 1994 members 
Mstep: Class 22 contains 131988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127937896.000000 Penalty: 38861.996094
Iteration 278Q: 18 clusters Score -1.279379e+08 nChanged 2202
Entering ConstructFrom: 
Score: -127937896.000000 Penalty: 38861.996094
Entering ConstructFrom: 
Trying to split cluster 1 (36714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Entering Unmasked Estep 
Score: -3595175.000000 Penalty: 1708.023560
	Iteration 0F: 2 clusters Score -3595175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -3570704.500000 Penalty: 3416.047119
	Iteration 0F: 3 clusters Score -3570704 nChanged 16846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -3579885.000000 Penalty: 3416.047119
	Iteration 1F: 3 clusters Score -3579885 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -3580196.750000 Penalty: 3416.047119
	Iteration 2Q: 3 clusters Score -3580197 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -3580530.000000 Penalty: 3416.047119
	Iteration 3Q: 3 clusters Score -3580530 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -3580913.500000 Penalty: 3416.047119
	Iteration 4Q: 3 clusters Score -3580914 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -3581333.000000 Penalty: 3416.047119
	Iteration 5Q: 3 clusters Score -3581333 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3581895.000000 Penalty: 3416.047119
	Iteration 6Q: 3 clusters Score -3581895 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -3582653.250000 Penalty: 3416.047119
	Iteration 7Q: 3 clusters Score -3582653 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -3583725.750000 Penalty: 3416.047119
	Iteration 8F: 3 clusters Score -3583726 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -3585272.000000 Penalty: 3416.047119
	Iteration 9F: 3 clusters Score -3585272 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -3587116.000000 Penalty: 3416.047119
	Iteration 10F: 3 clusters Score -3587116 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -3588944.250000 Penalty: 3416.047119
	Iteration 11F: 3 clusters Score -3588944 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -3590312.250000 Penalty: 3416.047119
	Iteration 12Q: 3 clusters Score -3590312 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -3591203.000000 Penalty: 3416.047119
	Iteration 13Q: 3 clusters Score -3591203 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3591782.250000 Penalty: 3416.047119
	Iteration 14Q: 3 clusters Score -3591782 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3592253.500000 Penalty: 3416.047119
	Iteration 15Q: 3 clusters Score -3592254 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3592650.250000 Penalty: 3416.047119
	Iteration 16Q: 3 clusters Score -3592650 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3592967.500000 Penalty: 3416.047119
	Iteration 17Q: 3 clusters Score -3592968 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3593167.750000 Penalty: 3416.047119
	Iteration 18Q: 3 clusters Score -3593168 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3593336.500000 Penalty: 3416.047119
	Iteration 19Q: 3 clusters Score -3593336 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3593502.750000 Penalty: 3416.047119
	Iteration 20F: 3 clusters Score -3593503 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3593634.000000 Penalty: 3416.047119
	Iteration 21Q: 3 clusters Score -3593634 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3593737.250000 Penalty: 3416.047119
	Iteration 22Q: 3 clusters Score -3593737 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3593816.500000 Penalty: 3416.047119
	Iteration 23Q: 3 clusters Score -3593816 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3593880.750000 Penalty: 3416.047119
	Iteration 24Q: 3 clusters Score -3593881 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3593919.750000 Penalty: 3416.047119
	Iteration 25Q: 3 clusters Score -3593920 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3593958.500000 Penalty: 3416.047119
	Iteration 26Q: 3 clusters Score -3593958 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3593980.500000 Penalty: 3416.047119
	Iteration 27Q: 3 clusters Score -3593980 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3593999.250000 Penalty: 3416.047119
	Iteration 28Q: 3 clusters Score -3593999 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3594020.750000 Penalty: 3416.047119
	Iteration 29Q: 3 clusters Score -3594021 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3594041.250000 Penalty: 3416.047119
	Iteration 30Q: 3 clusters Score -3594041 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3594061.750000 Penalty: 3416.047119
	Iteration 31Q: 3 clusters Score -3594062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3594069.250000 Penalty: 3416.047119
	Iteration 32Q: 3 clusters Score -3594069 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3594089.750000 Penalty: 3416.047119
	Iteration 33Q: 3 clusters Score -3594090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3594104.000000 Penalty: 3416.047119
	Iteration 34Q: 3 clusters Score -3594104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3594112.500000 Penalty: 3416.047119
	Iteration 35Q: 3 clusters Score -3594112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3594132.500000 Penalty: 3416.047119
	Iteration 36Q: 3 clusters Score -3594132 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3594152.250000 Penalty: 3416.047119
	Iteration 37Q: 3 clusters Score -3594152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3594163.000000 Penalty: 3416.047119
	Iteration 38Q: 3 clusters Score -3594163 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3594197.250000 Penalty: 3416.047119
	Iteration 39Q: 3 clusters Score -3594197 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3594223.250000 Penalty: 3416.047119
	Iteration 40F: 3 clusters Score -3594223 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3594239.750000 Penalty: 3416.047119
	Iteration 41Q: 3 clusters Score -3594240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3594257.750000 Penalty: 3416.047119
	Iteration 42Q: 3 clusters Score -3594258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3594270.000000 Penalty: 3416.047119
	Iteration 43Q: 3 clusters Score -3594270 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3594284.000000 Penalty: 3416.047119
	Iteration 44Q: 3 clusters Score -3594284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3594299.000000 Penalty: 3416.047119
	Iteration 45Q: 3 clusters Score -3594299 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3594313.000000 Penalty: 3416.047119
	Iteration 46Q: 3 clusters Score -3594313 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3594327.000000 Penalty: 3416.047119
	Iteration 47Q: 3 clusters Score -3594327 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3594338.000000 Penalty: 3416.047119
	Iteration 48Q: 3 clusters Score -3594338 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3594356.000000 Penalty: 3416.047119
	Iteration 49Q: 3 clusters Score -3594356 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3594370.500000 Penalty: 3416.047119
	Iteration 50Q: 3 clusters Score -3594370 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3594388.000000 Penalty: 3416.047119
	Iteration 51Q: 3 clusters Score -3594388 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3594403.250000 Penalty: 3416.047119
	Iteration 52Q: 3 clusters Score -3594403 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3594416.250000 Penalty: 3416.047119
	Iteration 53Q: 3 clusters Score -3594416 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3594429.750000 Penalty: 3416.047119
	Iteration 54Q: 3 clusters Score -3594430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3594430.000000 Penalty: 3416.047119
	Iteration 55Q: 3 clusters Score -3594430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3594437.750000 Penalty: 3416.047119
	Iteration 56Q: 3 clusters Score -3594438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3594436.500000 Penalty: 3416.047119
	Iteration 57Q: 3 clusters Score -3594436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3594442.250000 Penalty: 3416.047119
	Iteration 58Q: 3 clusters Score -3594442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3594447.000000 Penalty: 3416.047119
	Iteration 59Q: 3 clusters Score -3594447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3594454.750000 Penalty: 3416.047119
	Iteration 60F: 3 clusters Score -3594455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3594456.500000 Penalty: 3416.047119
	Iteration 61Q: 3 clusters Score -3594456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3594455.500000 Penalty: 3416.047119
	Iteration 62Q: 3 clusters Score -3594456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3594461.750000 Penalty: 3416.047119
	Iteration 63Q: 3 clusters Score -3594462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3594480.500000 Penalty: 3416.047119
	Iteration 64Q: 3 clusters Score -3594480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3594484.250000 Penalty: 3416.047119
	Iteration 65Q: 3 clusters Score -3594484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3594494.500000 Penalty: 3416.047119
	Iteration 66Q: 3 clusters Score -3594494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3594494.500000 Penalty: 3416.047119
	Iteration 67Q: 3 clusters Score -3594494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3594503.750000 Penalty: 3416.047119
	Iteration 68Q: 3 clusters Score -3594504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3594512.750000 Penalty: 3416.047119
	Iteration 69Q: 3 clusters Score -3594513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3594520.250000 Penalty: 3416.047119
	Iteration 70Q: 3 clusters Score -3594520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3594528.000000 Penalty: 3416.047119
	Iteration 71Q: 3 clusters Score -3594528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3594534.000000 Penalty: 3416.047119
	Iteration 72Q: 3 clusters Score -3594534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3594539.000000 Penalty: 3416.047119
	Iteration 73Q: 3 clusters Score -3594539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3594536.250000 Penalty: 3416.047119
	Iteration 74Q: 3 clusters Score -3594536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3594539.500000 Penalty: 3416.047119
	Iteration 75Q: 3 clusters Score -3594540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3594545.750000 Penalty: 3416.047119
	Iteration 76Q: 3 clusters Score -3594546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3594549.500000 Penalty: 3416.047119
	Iteration 77Q: 3 clusters Score -3594550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3594549.750000 Penalty: 3416.047119
	Iteration 78Q: 3 clusters Score -3594550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3594549.750000 Penalty: 3416.047119
	Iteration 79Q: 3 clusters Score -3594550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3594550.750000 Penalty: 3416.047119
	Iteration 80F: 3 clusters Score -3594551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3594543.750000 Penalty: 3416.047119
	Iteration 81Q: 3 clusters Score -3594544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3594548.000000 Penalty: 3416.047119
	Iteration 82Q: 3 clusters Score -3594548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3594544.000000 Penalty: 3416.047119
	Iteration 83Q: 3 clusters Score -3594544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3594542.250000 Penalty: 3416.047119
	Iteration 84Q: 3 clusters Score -3594542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3594540.500000 Penalty: 3416.047119
	Iteration 85Q: 3 clusters Score -3594540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3594548.250000 Penalty: 3416.047119
	Iteration 86Q: 3 clusters Score -3594548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3594547.750000 Penalty: 3416.047119
	Iteration 87Q: 3 clusters Score -3594548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3594551.000000 Penalty: 3416.047119
	Iteration 88Q: 3 clusters Score -3594551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3594558.000000 Penalty: 3416.047119
	Iteration 89Q: 3 clusters Score -3594558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3594563.000000 Penalty: 3416.047119
	Iteration 90Q: 3 clusters Score -3594563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3594564.250000 Penalty: 3416.047119
	Iteration 91Q: 3 clusters Score -3594564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3594564.750000 Penalty: 3416.047119
	Iteration 92Q: 3 clusters Score -3594565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3594563.750000 Penalty: 3416.047119
	Iteration 93Q: 3 clusters Score -3594564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3594565.000000 Penalty: 3416.047119
	Iteration 94Q: 3 clusters Score -3594565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3594566.500000 Penalty: 3416.047119
	Iteration 95Q: 3 clusters Score -3594566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3594570.750000 Penalty: 3416.047119
	Iteration 96Q: 3 clusters Score -3594571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3594572.250000 Penalty: 3416.047119
	Iteration 97Q: 3 clusters Score -3594572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3594572.750000 Penalty: 3416.047119
	Iteration 98Q: 3 clusters Score -3594573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3594580.250000 Penalty: 3416.047119
	Iteration 99Q: 3 clusters Score -3594580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3594580.000000 Penalty: 3416.047119
	Iteration 100F: 3 clusters Score -3594580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3594586.250000 Penalty: 3416.047119
	Iteration 101Q: 3 clusters Score -3594586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3594582.000000 Penalty: 3416.047119
	Iteration 102Q: 3 clusters Score -3594582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3594591.750000 Penalty: 3416.047119
	Iteration 103Q: 3 clusters Score -3594592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3594595.750000 Penalty: 3416.047119
	Iteration 104Q: 3 clusters Score -3594596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3594600.000000 Penalty: 3416.047119
	Iteration 105Q: 3 clusters Score -3594600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3594598.750000 Penalty: 3416.047119
	Iteration 106Q: 3 clusters Score -3594599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3594604.000000 Penalty: 3416.047119
	Iteration 107Q: 3 clusters Score -3594604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3594596.500000 Penalty: 3416.047119
	Iteration 108Q: 3 clusters Score -3594596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3594604.750000 Penalty: 3416.047119
	Iteration 109Q: 3 clusters Score -3594605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3594606.250000 Penalty: 3416.047119
	Iteration 110Q: 3 clusters Score -3594606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3594609.750000 Penalty: 3416.047119
	Iteration 111Q: 3 clusters Score -3594610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3594611.000000 Penalty: 3416.047119
	Iteration 112Q: 3 clusters Score -3594611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3594610.500000 Penalty: 3416.047119
	Iteration 113Q: 3 clusters Score -3594610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3594608.500000 Penalty: 3416.047119
	Iteration 114Q: 3 clusters Score -3594608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3594604.750000 Penalty: 3416.047119
	Iteration 115Q: 3 clusters Score -3594605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3594604.750000 Penalty: 3416.047119
	Iteration 116F: 3 clusters Score -3594605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Entering Unmasked Estep 
Score: -694777.437500 Penalty: 1431.043945
	Iteration 0F: 2 clusters Score -694777.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -689710.687500 Penalty: 2862.087891
	Iteration 0F: 3 clusters Score -689710.7 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -691202.937500 Penalty: 2862.087891
	Iteration 1F: 3 clusters Score -691202.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -691386.125000 Penalty: 2862.087891
	Iteration 2F: 3 clusters Score -691386.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -691524.000000 Penalty: 2862.087891
	Iteration 3Q: 3 clusters Score -691524 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -691647.375000 Penalty: 2862.087891
	Iteration 4Q: 3 clusters Score -691647.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -691743.187500 Penalty: 2862.087891
	Iteration 5Q: 3 clusters Score -691743.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -691820.937500 Penalty: 2862.087891
	Iteration 6Q: 3 clusters Score -691820.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -691914.000000 Penalty: 2862.087891
	Iteration 7Q: 3 clusters Score -691914 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -692010.687500 Penalty: 2862.087891
	Iteration 8Q: 3 clusters Score -692010.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -692111.125000 Penalty: 2862.087891
	Iteration 9Q: 3 clusters Score -692111.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -692232.250000 Penalty: 2862.087891
	Iteration 10Q: 3 clusters Score -692232.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -692393.687500 Penalty: 2862.087891
	Iteration 11Q: 3 clusters Score -692393.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -692593.187500 Penalty: 2862.087891
	Iteration 12Q: 3 clusters Score -692593.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -692773.750000 Penalty: 2862.087891
	Iteration 13Q: 3 clusters Score -692773.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -692921.312500 Penalty: 2862.087891
	Iteration 14Q: 3 clusters Score -692921.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -693068.437500 Penalty: 2862.087891
	Iteration 15Q: 3 clusters Score -693068.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -693167.437500 Penalty: 2862.087891
	Iteration 16Q: 3 clusters Score -693167.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -693241.125000 Penalty: 2862.087891
	Iteration 17Q: 3 clusters Score -693241.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -693306.937500 Penalty: 2862.087891
	Iteration 18Q: 3 clusters Score -693306.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -693350.625000 Penalty: 2862.087891
	Iteration 19Q: 3 clusters Score -693350.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -693389.750000 Penalty: 2862.087891
	Iteration 20F: 3 clusters Score -693389.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -693423.375000 Penalty: 2862.087891
	Iteration 21Q: 3 clusters Score -693423.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -693441.937500 Penalty: 2862.087891
	Iteration 22Q: 3 clusters Score -693441.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -693461.000000 Penalty: 2862.087891
	Iteration 23Q: 3 clusters Score -693461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -693475.500000 Penalty: 2862.087891
	Iteration 24Q: 3 clusters Score -693475.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -693482.812500 Penalty: 2862.087891
	Iteration 25Q: 3 clusters Score -693482.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -693490.750000 Penalty: 2862.087891
	Iteration 26Q: 3 clusters Score -693490.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -693501.250000 Penalty: 2862.087891
	Iteration 27Q: 3 clusters Score -693501.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -693513.562500 Penalty: 2862.087891
	Iteration 28Q: 3 clusters Score -693513.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -693520.875000 Penalty: 2862.087891
	Iteration 29Q: 3 clusters Score -693520.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -693526.562500 Penalty: 2862.087891
	Iteration 30Q: 3 clusters Score -693526.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -693528.375000 Penalty: 2862.087891
	Iteration 31Q: 3 clusters Score -693528.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -693530.250000 Penalty: 2862.087891
	Iteration 32Q: 3 clusters Score -693530.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -693531.687500 Penalty: 2862.087891
	Iteration 33Q: 3 clusters Score -693531.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -693531.875000 Penalty: 2862.087891
	Iteration 34Q: 3 clusters Score -693531.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -693531.875000 Penalty: 2862.087891
	Iteration 35F: 3 clusters Score -693531.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Entering Unmasked Estep 
Score: -248391.359375 Penalty: 1290.864746
	Iteration 0F: 2 clusters Score -248391.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -245890.375000 Penalty: 2581.729492
	Iteration 0F: 3 clusters Score -245890.4 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -246649.343750 Penalty: 2581.729492
	Iteration 1F: 3 clusters Score -246649.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -246858.265625 Penalty: 2581.729492
	Iteration 2F: 3 clusters Score -246858.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -247012.515625 Penalty: 2581.729492
	Iteration 3F: 3 clusters Score -247012.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -247097.140625 Penalty: 2581.729492
	Iteration 4Q: 3 clusters Score -247097.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -247142.328125 Penalty: 2581.729492
	Iteration 5Q: 3 clusters Score -247142.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -247201.312500 Penalty: 2581.729492
	Iteration 6Q: 3 clusters Score -247201.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -247261.781250 Penalty: 2581.729492
	Iteration 7Q: 3 clusters Score -247261.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -247304.234375 Penalty: 2581.729492
	Iteration 8Q: 3 clusters Score -247304.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -247345.687500 Penalty: 2581.729492
	Iteration 9Q: 3 clusters Score -247345.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -247379.328125 Penalty: 2581.729492
	Iteration 10Q: 3 clusters Score -247379.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -247401.812500 Penalty: 2581.729492
	Iteration 11Q: 3 clusters Score -247401.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -247425.703125 Penalty: 2581.729492
	Iteration 12Q: 3 clusters Score -247425.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -247456.500000 Penalty: 2581.729492
	Iteration 13Q: 3 clusters Score -247456.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -247481.421875 Penalty: 2581.729492
	Iteration 14Q: 3 clusters Score -247481.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -247497.000000 Penalty: 2581.729492
	Iteration 15Q: 3 clusters Score -247497 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -247522.312500 Penalty: 2581.729492
	Iteration 16Q: 3 clusters Score -247522.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -247539.468750 Penalty: 2581.729492
	Iteration 17Q: 3 clusters Score -247539.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -247555.203125 Penalty: 2581.729492
	Iteration 18Q: 3 clusters Score -247555.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -247569.921875 Penalty: 2581.729492
	Iteration 19Q: 3 clusters Score -247569.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -247583.078125 Penalty: 2581.729492
	Iteration 20F: 3 clusters Score -247583.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -247594.890625 Penalty: 2581.729492
	Iteration 21Q: 3 clusters Score -247594.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -247601.703125 Penalty: 2581.729492
	Iteration 22Q: 3 clusters Score -247601.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -247605.015625 Penalty: 2581.729492
	Iteration 23Q: 3 clusters Score -247605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -247608.078125 Penalty: 2581.729492
	Iteration 24Q: 3 clusters Score -247608.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -247609.640625 Penalty: 2581.729492
	Iteration 25Q: 3 clusters Score -247609.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -247611.359375 Penalty: 2581.729492
	Iteration 26Q: 3 clusters Score -247611.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -247613.265625 Penalty: 2581.729492
	Iteration 27Q: 3 clusters Score -247613.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -247614.546875 Penalty: 2581.729492
	Iteration 28Q: 3 clusters Score -247614.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -247614.875000 Penalty: 2581.729492
	Iteration 29Q: 3 clusters Score -247614.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -247615.187500 Penalty: 2581.729492
	Iteration 30Q: 3 clusters Score -247615.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -247615.187500 Penalty: 2581.729492
	Iteration 31F: 3 clusters Score -247615.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (150784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150784 members 
Entering Unmasked Estep 
Score: -15345512.000000 Penalty: 1937.585693
	Iteration 0F: 2 clusters Score -1.534551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75456 members 
Mstep: Class 2 contains 75328 members 
Entering Unmasked Estep 
Score: -15245363.000000 Penalty: 3875.171387
	Iteration 0F: 3 clusters Score -1.524536e+07 nChanged 72630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75358 members 
Mstep: Class 2 contains 75426 members 
Entering Unmasked Estep 
Score: -15288548.000000 Penalty: 3875.171387
	Iteration 1F: 3 clusters Score -1.528855e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75080 members 
Mstep: Class 2 contains 75704 members 
Entering Unmasked Estep 
Score: -15289626.000000 Penalty: 3875.171387
	Iteration 2Q: 3 clusters Score -1.528963e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74750 members 
Mstep: Class 2 contains 76034 members 
Entering Unmasked Estep 
Score: -15290817.000000 Penalty: 3875.171387
	Iteration 3Q: 3 clusters Score -1.529082e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 76475 members 
Entering Unmasked Estep 
Score: -15292312.000000 Penalty: 3875.171387
	Iteration 4Q: 3 clusters Score -1.529231e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73803 members 
Mstep: Class 2 contains 76981 members 
Entering Unmasked Estep 
Score: -15294028.000000 Penalty: 3875.171387
	Iteration 5Q: 3 clusters Score -1.529403e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73108 members 
Mstep: Class 2 contains 77676 members 
Entering Unmasked Estep 
Score: -15296078.000000 Penalty: 3875.171387
	Iteration 6Q: 3 clusters Score -1.529608e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72378 members 
Mstep: Class 2 contains 78406 members 
Entering Unmasked Estep 
Score: -15298972.000000 Penalty: 3875.171387
	Iteration 7Q: 3 clusters Score -1.529897e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71677 members 
Mstep: Class 2 contains 79107 members 
Entering Unmasked Estep 
Score: -15302762.000000 Penalty: 3875.171387
	Iteration 8Q: 3 clusters Score -1.530276e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71069 members 
Mstep: Class 2 contains 79715 members 
Entering Unmasked Estep 
Score: -15308296.000000 Penalty: 3875.171387
	Iteration 9F: 3 clusters Score -1.53083e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70710 members 
Mstep: Class 2 contains 80074 members 
Entering Unmasked Estep 
Score: -15314052.000000 Penalty: 3875.171387
	Iteration 10F: 3 clusters Score -1.531405e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70353 members 
Mstep: Class 2 contains 80431 members 
Entering Unmasked Estep 
Score: -15317472.000000 Penalty: 3875.171387
	Iteration 11Q: 3 clusters Score -1.531747e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -15318719.000000 Penalty: 3875.171387
	Iteration 12Q: 3 clusters Score -1.531872e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69281 members 
Mstep: Class 2 contains 81503 members 
Entering Unmasked Estep 
Score: -15319171.000000 Penalty: 3875.171387
	Iteration 13Q: 3 clusters Score -1.531917e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68696 members 
Mstep: Class 2 contains 82088 members 
Entering Unmasked Estep 
Score: -15319338.000000 Penalty: 3875.171387
	Iteration 14Q: 3 clusters Score -1.531934e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68133 members 
Mstep: Class 2 contains 82651 members 
Entering Unmasked Estep 
Score: -15319454.000000 Penalty: 3875.171387
	Iteration 15Q: 3 clusters Score -1.531945e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67537 members 
Mstep: Class 2 contains 83247 members 
Entering Unmasked Estep 
Score: -15319570.000000 Penalty: 3875.171387
	Iteration 16Q: 3 clusters Score -1.531957e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66924 members 
Mstep: Class 2 contains 83860 members 
Entering Unmasked Estep 
Score: -15319769.000000 Penalty: 3875.171387
	Iteration 17Q: 3 clusters Score -1.531977e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 84531 members 
Entering Unmasked Estep 
Score: -15319930.000000 Penalty: 3875.171387
	Iteration 18Q: 3 clusters Score -1.531993e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65593 members 
Mstep: Class 2 contains 85191 members 
Entering Unmasked Estep 
Score: -15320072.000000 Penalty: 3875.171387
	Iteration 19Q: 3 clusters Score -1.532007e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64903 members 
Mstep: Class 2 contains 85881 members 
Entering Unmasked Estep 
Score: -15320253.000000 Penalty: 3875.171387
	Iteration 20F: 3 clusters Score -1.532025e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 86619 members 
Entering Unmasked Estep 
Score: -15320425.000000 Penalty: 3875.171387
	Iteration 21Q: 3 clusters Score -1.532042e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63401 members 
Mstep: Class 2 contains 87383 members 
Entering Unmasked Estep 
Score: -15320669.000000 Penalty: 3875.171387
	Iteration 22Q: 3 clusters Score -1.532067e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62536 members 
Mstep: Class 2 contains 88248 members 
Entering Unmasked Estep 
Score: -15320842.000000 Penalty: 3875.171387
	Iteration 23Q: 3 clusters Score -1.532084e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 89124 members 
Entering Unmasked Estep 
Score: -15321079.000000 Penalty: 3875.171387
	Iteration 24Q: 3 clusters Score -1.532108e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60735 members 
Mstep: Class 2 contains 90049 members 
Entering Unmasked Estep 
Score: -15321424.000000 Penalty: 3875.171387
	Iteration 25Q: 3 clusters Score -1.532142e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 91040 members 
Entering Unmasked Estep 
Score: -15321739.000000 Penalty: 3875.171387
	Iteration 26Q: 3 clusters Score -1.532174e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 92083 members 
Entering Unmasked Estep 
Score: -15322080.000000 Penalty: 3875.171387
	Iteration 27Q: 3 clusters Score -1.532208e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57580 members 
Mstep: Class 2 contains 93204 members 
Entering Unmasked Estep 
Score: -15322305.000000 Penalty: 3875.171387
	Iteration 28Q: 3 clusters Score -1.53223e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 94402 members 
Entering Unmasked Estep 
Score: -15322627.000000 Penalty: 3875.171387
	Iteration 29Q: 3 clusters Score -1.532263e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 95671 members 
Entering Unmasked Estep 
Score: -15322842.000000 Penalty: 3875.171387
	Iteration 30Q: 3 clusters Score -1.532284e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53838 members 
Mstep: Class 2 contains 96946 members 
Entering Unmasked Estep 
Score: -15323147.000000 Penalty: 3875.171387
	Iteration 31Q: 3 clusters Score -1.532315e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 98286 members 
Entering Unmasked Estep 
Score: -15323493.000000 Penalty: 3875.171387
	Iteration 32Q: 3 clusters Score -1.532349e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 99658 members 
Entering Unmasked Estep 
Score: -15323864.000000 Penalty: 3875.171387
	Iteration 33Q: 3 clusters Score -1.532386e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 101145 members 
Entering Unmasked Estep 
Score: -15324251.000000 Penalty: 3875.171387
	Iteration 34Q: 3 clusters Score -1.532425e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 102642 members 
Entering Unmasked Estep 
Score: -15324550.000000 Penalty: 3875.171387
	Iteration 35Q: 3 clusters Score -1.532455e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 104214 members 
Entering Unmasked Estep 
Score: -15324917.000000 Penalty: 3875.171387
	Iteration 36Q: 3 clusters Score -1.532492e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 105890 members 
Entering Unmasked Estep 
Score: -15325331.000000 Penalty: 3875.171387
	Iteration 37Q: 3 clusters Score -1.532533e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 107639 members 
Entering Unmasked Estep 
Score: -15325815.000000 Penalty: 3875.171387
	Iteration 38Q: 3 clusters Score -1.532582e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 109434 members 
Entering Unmasked Estep 
Score: -15326203.000000 Penalty: 3875.171387
	Iteration 39Q: 3 clusters Score -1.53262e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 111275 members 
Entering Unmasked Estep 
Score: -15326702.000000 Penalty: 3875.171387
	Iteration 40F: 3 clusters Score -1.53267e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 113238 members 
Entering Unmasked Estep 
Score: -15327226.000000 Penalty: 3875.171387
	Iteration 41Q: 3 clusters Score -1.532723e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 115251 members 
Entering Unmasked Estep 
Score: -15327749.000000 Penalty: 3875.171387
	Iteration 42Q: 3 clusters Score -1.532775e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 117291 members 
Entering Unmasked Estep 
Score: -15328379.000000 Penalty: 3875.171387
	Iteration 43Q: 3 clusters Score -1.532838e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 119371 members 
Entering Unmasked Estep 
Score: -15329058.000000 Penalty: 3875.171387
	Iteration 44Q: 3 clusters Score -1.532906e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 121549 members 
Entering Unmasked Estep 
Score: -15329836.000000 Penalty: 3875.171387
	Iteration 45Q: 3 clusters Score -1.532984e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 123853 members 
Entering Unmasked Estep 
Score: -15330670.000000 Penalty: 3875.171387
	Iteration 46Q: 3 clusters Score -1.533067e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 126275 members 
Entering Unmasked Estep 
Score: -15331548.000000 Penalty: 3875.171387
	Iteration 47Q: 3 clusters Score -1.533155e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 128690 members 
Entering Unmasked Estep 
Score: -15332481.000000 Penalty: 3875.171387
	Iteration 48Q: 3 clusters Score -1.533248e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 131096 members 
Entering Unmasked Estep 
Score: -15333500.000000 Penalty: 3875.171387
	Iteration 49Q: 3 clusters Score -1.53335e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 133562 members 
Entering Unmasked Estep 
Score: -15334649.000000 Penalty: 3875.171387
	Iteration 50Q: 3 clusters Score -1.533465e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 136011 members 
Entering Unmasked Estep 
Score: -15335918.000000 Penalty: 3875.171387
	Iteration 51Q: 3 clusters Score -1.533592e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 138393 members 
Entering Unmasked Estep 
Score: -15337117.000000 Penalty: 3875.171387
	Iteration 52Q: 3 clusters Score -1.533712e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 140604 members 
Entering Unmasked Estep 
Score: -15338298.000000 Penalty: 3875.171387
	Iteration 53Q: 3 clusters Score -1.53383e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 142715 members 
Entering Unmasked Estep 
Score: -15339496.000000 Penalty: 3875.171387
	Iteration 54Q: 3 clusters Score -1.53395e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 144557 members 
Entering Unmasked Estep 
Score: -15340529.000000 Penalty: 3875.171387
	Iteration 55Q: 3 clusters Score -1.534053e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 146028 members 
Entering Unmasked Estep 
Score: -15341388.000000 Penalty: 3875.171387
	Iteration 56Q: 3 clusters Score -1.534139e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 147208 members 
Entering Unmasked Estep 
Score: -15342060.000000 Penalty: 3875.171387
	Iteration 57Q: 3 clusters Score -1.534206e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 148066 members 
Entering Unmasked Estep 
Score: -15342583.000000 Penalty: 3875.171387
	Iteration 58Q: 3 clusters Score -1.534258e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 148669 members 
Entering Unmasked Estep 
Score: -15342931.000000 Penalty: 3875.171387
	Iteration 59Q: 3 clusters Score -1.534293e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 149104 members 
Entering Unmasked Estep 
Score: -15343198.000000 Penalty: 3875.171387
	Iteration 60F: 3 clusters Score -1.53432e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 149421 members 
Entering Unmasked Estep 
Score: -15343384.000000 Penalty: 3875.171387
	Iteration 61Q: 3 clusters Score -1.534338e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 149622 members 
Entering Unmasked Estep 
Score: -15343480.000000 Penalty: 3875.171387
	Iteration 62Q: 3 clusters Score -1.534348e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 149747 members 
Entering Unmasked Estep 
Score: -15343556.000000 Penalty: 3875.171387
	Iteration 63Q: 3 clusters Score -1.534356e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 149840 members 
Entering Unmasked Estep 
Score: -15343590.000000 Penalty: 3875.171387
	Iteration 64Q: 3 clusters Score -1.534359e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 149904 members 
Entering Unmasked Estep 
Score: -15343651.000000 Penalty: 3875.171387
	Iteration 65Q: 3 clusters Score -1.534365e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 149954 members 
Entering Unmasked Estep 
Score: -15343700.000000 Penalty: 3875.171387
	Iteration 66Q: 3 clusters Score -1.53437e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 149993 members 
Entering Unmasked Estep 
Score: -15343724.000000 Penalty: 3875.171387
	Iteration 67Q: 3 clusters Score -1.534372e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 150028 members 
Entering Unmasked Estep 
Score: -15343755.000000 Penalty: 3875.171387
	Iteration 68Q: 3 clusters Score -1.534376e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 150046 members 
Entering Unmasked Estep 
Score: -15343767.000000 Penalty: 3875.171387
	Iteration 69Q: 3 clusters Score -1.534377e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 150070 members 
Entering Unmasked Estep 
Score: -15343776.000000 Penalty: 3875.171387
	Iteration 70Q: 3 clusters Score -1.534378e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 150096 members 
Entering Unmasked Estep 
Score: -15343792.000000 Penalty: 3875.171387
	Iteration 71Q: 3 clusters Score -1.534379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 150104 members 
Entering Unmasked Estep 
Score: -15343796.000000 Penalty: 3875.171387
	Iteration 72Q: 3 clusters Score -1.53438e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 150112 members 
Entering Unmasked Estep 
Score: -15343799.000000 Penalty: 3875.171387
	Iteration 73Q: 3 clusters Score -1.53438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 150117 members 
Entering Unmasked Estep 
Score: -15343801.000000 Penalty: 3875.171387
	Iteration 74Q: 3 clusters Score -1.53438e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 150127 members 
Entering Unmasked Estep 
Score: -15343798.000000 Penalty: 3875.171387
	Iteration 75Q: 3 clusters Score -1.53438e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 150138 members 
Entering Unmasked Estep 
Score: -15343802.000000 Penalty: 3875.171387
	Iteration 76Q: 3 clusters Score -1.53438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 150150 members 
Entering Unmasked Estep 
Score: -15343811.000000 Penalty: 3875.171387
	Iteration 77Q: 3 clusters Score -1.534381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 150160 members 
Entering Unmasked Estep 
Score: -15343817.000000 Penalty: 3875.171387
	Iteration 78Q: 3 clusters Score -1.534382e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 150175 members 
Entering Unmasked Estep 
Score: -15343830.000000 Penalty: 3875.171387
	Iteration 79Q: 3 clusters Score -1.534383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 150181 members 
Entering Unmasked Estep 
Score: -15343840.000000 Penalty: 3875.171387
	Iteration 80F: 3 clusters Score -1.534384e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 150192 members 
Entering Unmasked Estep 
Score: -15343837.000000 Penalty: 3875.171387
	Iteration 81Q: 3 clusters Score -1.534384e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 150201 members 
Entering Unmasked Estep 
Score: -15343850.000000 Penalty: 3875.171387
	Iteration 82Q: 3 clusters Score -1.534385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 150206 members 
Entering Unmasked Estep 
Score: -15343861.000000 Penalty: 3875.171387
	Iteration 83Q: 3 clusters Score -1.534386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 150213 members 
Entering Unmasked Estep 
Score: -15343860.000000 Penalty: 3875.171387
	Iteration 84Q: 3 clusters Score -1.534386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 150217 members 
Entering Unmasked Estep 
Score: -15343855.000000 Penalty: 3875.171387
	Iteration 85Q: 3 clusters Score -1.534386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 150219 members 
Entering Unmasked Estep 
Score: -15343869.000000 Penalty: 3875.171387
	Iteration 86Q: 3 clusters Score -1.534387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 150223 members 
Entering Unmasked Estep 
Score: -15343874.000000 Penalty: 3875.171387
	Iteration 87Q: 3 clusters Score -1.534387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 150229 members 
Entering Unmasked Estep 
Score: -15343866.000000 Penalty: 3875.171387
	Iteration 88Q: 3 clusters Score -1.534387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 150236 members 
Entering Unmasked Estep 
Score: -15343878.000000 Penalty: 3875.171387
	Iteration 89Q: 3 clusters Score -1.534388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 150241 members 
Entering Unmasked Estep 
Score: -15343881.000000 Penalty: 3875.171387
	Iteration 90Q: 3 clusters Score -1.534388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 150242 members 
Entering Unmasked Estep 
Score: -15343876.000000 Penalty: 3875.171387
	Iteration 91Q: 3 clusters Score -1.534388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 150242 members 
Entering Unmasked Estep 
Score: -15343876.000000 Penalty: 3875.171387
	Iteration 92F: 3 clusters Score -1.534388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Entering Unmasked Estep 
Score: -564907.687500 Penalty: 1413.833496
	Iteration 0F: 2 clusters Score -564907.7 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 3064 members 
Entering Unmasked Estep 
Score: -560348.250000 Penalty: 2827.666992
	Iteration 0F: 3 clusters Score -560348.2 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -561865.500000 Penalty: 2827.666992
	Iteration 1F: 3 clusters Score -561865.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -562391.687500 Penalty: 2827.666992
	Iteration 2F: 3 clusters Score -562391.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -562978.562500 Penalty: 2827.666992
	Iteration 3F: 3 clusters Score -562978.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -563561.250000 Penalty: 2827.666992
	Iteration 4F: 3 clusters Score -563561.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -564046.937500 Penalty: 2827.666992
	Iteration 5F: 3 clusters Score -564046.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -564376.562500 Penalty: 2827.666992
	Iteration 6F: 3 clusters Score -564376.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -564673.187500 Penalty: 2827.666992
	Iteration 7Q: 3 clusters Score -564673.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -564822.125000 Penalty: 2827.666992
	Iteration 8Q: 3 clusters Score -564822.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -564877.812500 Penalty: 2827.666992
	Iteration 9Q: 3 clusters Score -564877.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -564904.625000 Penalty: 2827.666992
	Iteration 10Q: 3 clusters Score -564904.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -564914.750000 Penalty: 2827.666992
	Iteration 11Q: 3 clusters Score -564914.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -564923.500000 Penalty: 2827.666992
	Iteration 12Q: 3 clusters Score -564923.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -564931.000000 Penalty: 2827.666992
	Iteration 13Q: 3 clusters Score -564931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -564936.500000 Penalty: 2827.666992
	Iteration 14Q: 3 clusters Score -564936.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -564939.625000 Penalty: 2827.666992
	Iteration 15Q: 3 clusters Score -564939.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -564940.937500 Penalty: 2827.666992
	Iteration 16Q: 3 clusters Score -564940.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -564943.562500 Penalty: 2827.666992
	Iteration 17Q: 3 clusters Score -564943.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -564944.250000 Penalty: 2827.666992
	Iteration 18Q: 3 clusters Score -564944.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -564944.500000 Penalty: 2827.666992
	Iteration 19Q: 3 clusters Score -564944.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -564944.500000 Penalty: 2827.666992
	Iteration 20F: 3 clusters Score -564944.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 6677 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 150784 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 5142 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 140157 members 
Mstep: Class 11 contains 133052 members 
Mstep: Class 12 contains 163227 members 
Mstep: Class 14 contains 105936 members 
Mstep: Class 15 contains 187609 members 
Mstep: Class 16 contains 11745 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 19 contains 38876 members 
Mstep: Class 20 contains 159173 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 132041 members 
Entering Unmasked Estep 
Score: -127937272.000000 Penalty: 41147.996094
Splitting cluster 5 changes total score from -127937896.000000 to -127937272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -402357.593750 Penalty: 1343.627319
	Iteration 0F: 2 clusters Score -402357.6 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 1901 members 
Entering Unmasked Estep 
Score: -399045.781250 Penalty: 2687.254639
	Iteration 0F: 3 clusters Score -399045.8 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -399908.562500 Penalty: 2687.254639
	Iteration 1F: 3 clusters Score -399908.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -400037.156250 Penalty: 2687.254639
	Iteration 2F: 3 clusters Score -400037.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -400123.531250 Penalty: 2687.254639
	Iteration 3Q: 3 clusters Score -400123.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -400203.906250 Penalty: 2687.254639
	Iteration 4Q: 3 clusters Score -400203.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -400279.812500 Penalty: 2687.254639
	Iteration 5Q: 3 clusters Score -400279.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -400366.562500 Penalty: 2687.254639
	Iteration 6Q: 3 clusters Score -400366.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -400473.687500 Penalty: 2687.254639
	Iteration 7Q: 3 clusters Score -400473.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -400609.906250 Penalty: 2687.254639
	Iteration 8Q: 3 clusters Score -400609.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -400766.468750 Penalty: 2687.254639
	Iteration 9Q: 3 clusters Score -400766.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -400926.312500 Penalty: 2687.254639
	Iteration 10Q: 3 clusters Score -400926.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -401050.593750 Penalty: 2687.254639
	Iteration 11Q: 3 clusters Score -401050.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -401140.875000 Penalty: 2687.254639
	Iteration 12Q: 3 clusters Score -401140.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -401193.125000 Penalty: 2687.254639
	Iteration 13Q: 3 clusters Score -401193.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -401244.156250 Penalty: 2687.254639
	Iteration 14Q: 3 clusters Score -401244.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -401280.593750 Penalty: 2687.254639
	Iteration 15Q: 3 clusters Score -401280.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -401308.218750 Penalty: 2687.254639
	Iteration 16Q: 3 clusters Score -401308.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -401325.718750 Penalty: 2687.254639
	Iteration 17Q: 3 clusters Score -401325.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -401336.500000 Penalty: 2687.254639
	Iteration 18Q: 3 clusters Score -401336.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -401343.187500 Penalty: 2687.254639
	Iteration 19Q: 3 clusters Score -401343.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -401348.437500 Penalty: 2687.254639
	Iteration 20F: 3 clusters Score -401348.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -401352.156250 Penalty: 2687.254639
	Iteration 21Q: 3 clusters Score -401352.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -401355.656250 Penalty: 2687.254639
	Iteration 22Q: 3 clusters Score -401355.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -401358.968750 Penalty: 2687.254639
	Iteration 23Q: 3 clusters Score -401359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -401363.500000 Penalty: 2687.254639
	Iteration 24Q: 3 clusters Score -401363.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -401371.218750 Penalty: 2687.254639
	Iteration 25Q: 3 clusters Score -401371.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -401379.406250 Penalty: 2687.254639
	Iteration 26Q: 3 clusters Score -401379.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -401389.843750 Penalty: 2687.254639
	Iteration 27Q: 3 clusters Score -401389.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -401397.187500 Penalty: 2687.254639
	Iteration 28Q: 3 clusters Score -401397.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -401404.750000 Penalty: 2687.254639
	Iteration 29Q: 3 clusters Score -401404.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -401411.750000 Penalty: 2687.254639
	Iteration 30Q: 3 clusters Score -401411.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -401414.968750 Penalty: 2687.254639
	Iteration 31Q: 3 clusters Score -401415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -401419.750000 Penalty: 2687.254639
	Iteration 32Q: 3 clusters Score -401419.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -401425.031250 Penalty: 2687.254639
	Iteration 33Q: 3 clusters Score -401425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -401432.656250 Penalty: 2687.254639
	Iteration 34Q: 3 clusters Score -401432.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -401436.750000 Penalty: 2687.254639
	Iteration 35Q: 3 clusters Score -401436.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -401439.406250 Penalty: 2687.254639
	Iteration 36Q: 3 clusters Score -401439.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -401441.062500 Penalty: 2687.254639
	Iteration 37Q: 3 clusters Score -401441.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -401441.187500 Penalty: 2687.254639
	Iteration 38Q: 3 clusters Score -401441.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -401443.343750 Penalty: 2687.254639
	Iteration 39Q: 3 clusters Score -401443.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -401445.031250 Penalty: 2687.254639
	Iteration 40F: 3 clusters Score -401445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -401446.937500 Penalty: 2687.254639
	Iteration 41Q: 3 clusters Score -401446.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -401448.625000 Penalty: 2687.254639
	Iteration 42Q: 3 clusters Score -401448.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -401448.625000 Penalty: 2687.254639
	Iteration 43F: 3 clusters Score -401448.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (140157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140157 members 
Entering Unmasked Estep 
Score: -14121797.000000 Penalty: 1925.709229
	Iteration 0F: 2 clusters Score -1.41218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70087 members 
Mstep: Class 2 contains 70070 members 
Entering Unmasked Estep 
Score: -14028393.000000 Penalty: 3851.418457
	Iteration 0F: 3 clusters Score -1.402839e+07 nChanged 67517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72648 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -14067924.000000 Penalty: 3851.418457
	Iteration 1F: 3 clusters Score -1.406792e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74542 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -14069151.000000 Penalty: 3851.418457
	Iteration 2Q: 3 clusters Score -1.406915e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 62786 members 
Entering Unmasked Estep 
Score: -14070860.000000 Penalty: 3851.418457
	Iteration 3Q: 3 clusters Score -1.407086e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81486 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -14073250.000000 Penalty: 3851.418457
	Iteration 4Q: 3 clusters Score -1.407325e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87206 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -14076916.000000 Penalty: 3851.418457
	Iteration 5F: 3 clusters Score -1.407692e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94779 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -14082256.000000 Penalty: 3851.418457
	Iteration 6F: 3 clusters Score -1.408226e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103988 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -14089758.000000 Penalty: 3851.418457
	Iteration 7F: 3 clusters Score -1.408976e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114011 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -14098872.000000 Penalty: 3851.418457
	Iteration 8F: 3 clusters Score -1.409887e+07 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123009 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -14107431.000000 Penalty: 3851.418457
	Iteration 9F: 3 clusters Score -1.410743e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129622 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -14113606.000000 Penalty: 3851.418457
	Iteration 10Q: 3 clusters Score -1.411361e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133776 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -14117089.000000 Penalty: 3851.418457
	Iteration 11Q: 3 clusters Score -1.411709e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136039 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -14118878.000000 Penalty: 3851.418457
	Iteration 12Q: 3 clusters Score -1.411888e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137232 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -14119652.000000 Penalty: 3851.418457
	Iteration 13Q: 3 clusters Score -1.411965e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137822 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -14120025.000000 Penalty: 3851.418457
	Iteration 14Q: 3 clusters Score -1.412002e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138179 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -14120220.000000 Penalty: 3851.418457
	Iteration 15Q: 3 clusters Score -1.412022e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138399 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -14120375.000000 Penalty: 3851.418457
	Iteration 16Q: 3 clusters Score -1.412038e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138557 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -14120426.000000 Penalty: 3851.418457
	Iteration 17Q: 3 clusters Score -1.412043e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138670 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -14120476.000000 Penalty: 3851.418457
	Iteration 18Q: 3 clusters Score -1.412048e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138736 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -14120504.000000 Penalty: 3851.418457
	Iteration 19Q: 3 clusters Score -1.41205e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138779 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -14120545.000000 Penalty: 3851.418457
	Iteration 20F: 3 clusters Score -1.412054e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138823 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -14120542.000000 Penalty: 3851.418457
	Iteration 21Q: 3 clusters Score -1.412054e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138857 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -14120530.000000 Penalty: 3851.418457
	Iteration 22Q: 3 clusters Score -1.412053e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138883 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -14120542.000000 Penalty: 3851.418457
	Iteration 23Q: 3 clusters Score -1.412054e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138898 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -14120550.000000 Penalty: 3851.418457
	Iteration 24Q: 3 clusters Score -1.412055e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138919 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -14120558.000000 Penalty: 3851.418457
	Iteration 25Q: 3 clusters Score -1.412056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138938 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -14120604.000000 Penalty: 3851.418457
	Iteration 26Q: 3 clusters Score -1.41206e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138959 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -14120607.000000 Penalty: 3851.418457
	Iteration 27Q: 3 clusters Score -1.412061e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138978 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -14120615.000000 Penalty: 3851.418457
	Iteration 28Q: 3 clusters Score -1.412062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138988 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -14120631.000000 Penalty: 3851.418457
	Iteration 29Q: 3 clusters Score -1.412063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138995 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -14120641.000000 Penalty: 3851.418457
	Iteration 30Q: 3 clusters Score -1.412064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139000 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -14120633.000000 Penalty: 3851.418457
	Iteration 31Q: 3 clusters Score -1.412063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139001 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -14120631.000000 Penalty: 3851.418457
	Iteration 32Q: 3 clusters Score -1.412063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139002 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -14120630.000000 Penalty: 3851.418457
	Iteration 33Q: 3 clusters Score -1.412063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139003 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -14120629.000000 Penalty: 3851.418457
	Iteration 34Q: 3 clusters Score -1.412063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139004 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -14120636.000000 Penalty: 3851.418457
	Iteration 35Q: 3 clusters Score -1.412064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139004 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -14120636.000000 Penalty: 3851.418457
	Iteration 36F: 3 clusters Score -1.412064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (133052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133052 members 
Entering Unmasked Estep 
Score: -13599065.000000 Penalty: 1917.255493
	Iteration 0F: 2 clusters Score -1.359906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Mstep: Class 2 contains 66311 members 
Entering Unmasked Estep 
Score: -13510264.000000 Penalty: 3834.510986
	Iteration 0F: 3 clusters Score -1.351026e+07 nChanged 64256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72467 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -13548987.000000 Penalty: 3834.510986
	Iteration 1F: 3 clusters Score -1.354899e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76757 members 
Mstep: Class 2 contains 56295 members 
Entering Unmasked Estep 
Score: -13551699.000000 Penalty: 3834.510986
	Iteration 2Q: 3 clusters Score -1.35517e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83069 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -13556539.000000 Penalty: 3834.510986
	Iteration 3F: 3 clusters Score -1.355654e+07 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91284 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -13563042.000000 Penalty: 3834.510986
	Iteration 4F: 3 clusters Score -1.356304e+07 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100391 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -13570645.000000 Penalty: 3834.510986
	Iteration 5F: 3 clusters Score -1.357064e+07 nChanged 9969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109566 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -13578829.000000 Penalty: 3834.510986
	Iteration 6F: 3 clusters Score -1.357883e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117496 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -13585956.000000 Penalty: 3834.510986
	Iteration 7F: 3 clusters Score -1.358596e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123586 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -13591170.000000 Penalty: 3834.510986
	Iteration 8Q: 3 clusters Score -1.359117e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127535 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -13594422.000000 Penalty: 3834.510986
	Iteration 9Q: 3 clusters Score -1.359442e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129740 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -13595992.000000 Penalty: 3834.510986
	Iteration 10Q: 3 clusters Score -1.359599e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130915 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -13596768.000000 Penalty: 3834.510986
	Iteration 11Q: 3 clusters Score -1.359677e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131530 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -13597168.000000 Penalty: 3834.510986
	Iteration 12Q: 3 clusters Score -1.359717e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131838 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -13597338.000000 Penalty: 3834.510986
	Iteration 13Q: 3 clusters Score -1.359734e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131994 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -13597455.000000 Penalty: 3834.510986
	Iteration 14Q: 3 clusters Score -1.359746e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132084 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -13597531.000000 Penalty: 3834.510986
	Iteration 15Q: 3 clusters Score -1.359753e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132138 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -13597623.000000 Penalty: 3834.510986
	Iteration 16Q: 3 clusters Score -1.359762e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132177 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -13597632.000000 Penalty: 3834.510986
	Iteration 17Q: 3 clusters Score -1.359763e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132210 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -13597661.000000 Penalty: 3834.510986
	Iteration 18Q: 3 clusters Score -1.359766e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132230 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -13597697.000000 Penalty: 3834.510986
	Iteration 19Q: 3 clusters Score -1.35977e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132248 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -13597708.000000 Penalty: 3834.510986
	Iteration 20F: 3 clusters Score -1.359771e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132255 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -13597715.000000 Penalty: 3834.510986
	Iteration 21Q: 3 clusters Score -1.359772e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132279 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -13597739.000000 Penalty: 3834.510986
	Iteration 22Q: 3 clusters Score -1.359774e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132289 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -13597750.000000 Penalty: 3834.510986
	Iteration 23Q: 3 clusters Score -1.359775e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132295 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -13597767.000000 Penalty: 3834.510986
	Iteration 24Q: 3 clusters Score -1.359777e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132301 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -13597744.000000 Penalty: 3834.510986
	Iteration 25Q: 3 clusters Score -1.359774e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132305 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -13597765.000000 Penalty: 3834.510986
	Iteration 26Q: 3 clusters Score -1.359776e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132311 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -13597791.000000 Penalty: 3834.510986
	Iteration 27Q: 3 clusters Score -1.359779e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132315 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -13597799.000000 Penalty: 3834.510986
	Iteration 28Q: 3 clusters Score -1.35978e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132306 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -13597822.000000 Penalty: 3834.510986
	Iteration 29Q: 3 clusters Score -1.359782e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132305 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -13597823.000000 Penalty: 3834.510986
	Iteration 30Q: 3 clusters Score -1.359782e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132306 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -13597857.000000 Penalty: 3834.510986
	Iteration 31Q: 3 clusters Score -1.359786e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132304 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -13597885.000000 Penalty: 3834.510986
	Iteration 32Q: 3 clusters Score -1.359788e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132296 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -13597923.000000 Penalty: 3834.510986
	Iteration 33Q: 3 clusters Score -1.359792e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132294 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -13597930.000000 Penalty: 3834.510986
	Iteration 34Q: 3 clusters Score -1.359793e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132288 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -13597952.000000 Penalty: 3834.510986
	Iteration 35Q: 3 clusters Score -1.359795e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132274 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -13597949.000000 Penalty: 3834.510986
	Iteration 36Q: 3 clusters Score -1.359795e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132261 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -13597975.000000 Penalty: 3834.510986
	Iteration 37Q: 3 clusters Score -1.359798e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132258 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -13598000.000000 Penalty: 3834.510986
	Iteration 38Q: 3 clusters Score -1.3598e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132245 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -13598028.000000 Penalty: 3834.510986
	Iteration 39Q: 3 clusters Score -1.359803e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132229 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -13598053.000000 Penalty: 3834.510986
	Iteration 40F: 3 clusters Score -1.359805e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132212 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -13598054.000000 Penalty: 3834.510986
	Iteration 41Q: 3 clusters Score -1.359805e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132210 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -13598078.000000 Penalty: 3834.510986
	Iteration 42Q: 3 clusters Score -1.359808e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132200 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -13598110.000000 Penalty: 3834.510986
	Iteration 43Q: 3 clusters Score -1.359811e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132187 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -13598130.000000 Penalty: 3834.510986
	Iteration 44Q: 3 clusters Score -1.359813e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132163 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -13598141.000000 Penalty: 3834.510986
	Iteration 45Q: 3 clusters Score -1.359814e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132149 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -13598158.000000 Penalty: 3834.510986
	Iteration 46Q: 3 clusters Score -1.359816e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132123 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -13598182.000000 Penalty: 3834.510986
	Iteration 47Q: 3 clusters Score -1.359818e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132108 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -13598198.000000 Penalty: 3834.510986
	Iteration 48Q: 3 clusters Score -1.35982e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132081 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -13598201.000000 Penalty: 3834.510986
	Iteration 49Q: 3 clusters Score -1.35982e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132062 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -13598211.000000 Penalty: 3834.510986
	Iteration 50Q: 3 clusters Score -1.359821e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132036 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -13598245.000000 Penalty: 3834.510986
	Iteration 51Q: 3 clusters Score -1.359824e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132007 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -13598271.000000 Penalty: 3834.510986
	Iteration 52Q: 3 clusters Score -1.359827e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131970 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -13598245.000000 Penalty: 3834.510986
	Iteration 53Q: 3 clusters Score -1.359824e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131928 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -13598289.000000 Penalty: 3834.510986
	Iteration 54Q: 3 clusters Score -1.359829e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131872 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -13598345.000000 Penalty: 3834.510986
	Iteration 55Q: 3 clusters Score -1.359834e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131827 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -13598365.000000 Penalty: 3834.510986
	Iteration 56Q: 3 clusters Score -1.359836e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131793 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -13598366.000000 Penalty: 3834.510986
	Iteration 57Q: 3 clusters Score -1.359837e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131756 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -13598379.000000 Penalty: 3834.510986
	Iteration 58Q: 3 clusters Score -1.359838e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131738 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -13598382.000000 Penalty: 3834.510986
	Iteration 59Q: 3 clusters Score -1.359838e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131723 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -13598382.000000 Penalty: 3834.510986
	Iteration 60F: 3 clusters Score -1.359838e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131707 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -13598389.000000 Penalty: 3834.510986
	Iteration 61Q: 3 clusters Score -1.359839e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131696 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -13598388.000000 Penalty: 3834.510986
	Iteration 62Q: 3 clusters Score -1.359839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131682 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -13598408.000000 Penalty: 3834.510986
	Iteration 63Q: 3 clusters Score -1.359841e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131664 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -13598407.000000 Penalty: 3834.510986
	Iteration 64Q: 3 clusters Score -1.359841e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131646 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -13598416.000000 Penalty: 3834.510986
	Iteration 65Q: 3 clusters Score -1.359842e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131628 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -13598419.000000 Penalty: 3834.510986
	Iteration 66Q: 3 clusters Score -1.359842e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131613 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -13598416.000000 Penalty: 3834.510986
	Iteration 67Q: 3 clusters Score -1.359842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131596 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -13598442.000000 Penalty: 3834.510986
	Iteration 68Q: 3 clusters Score -1.359844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131580 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -13598449.000000 Penalty: 3834.510986
	Iteration 69Q: 3 clusters Score -1.359845e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131562 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -13598443.000000 Penalty: 3834.510986
	Iteration 70Q: 3 clusters Score -1.359844e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131547 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -13598440.000000 Penalty: 3834.510986
	Iteration 71Q: 3 clusters Score -1.359844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131539 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -13598445.000000 Penalty: 3834.510986
	Iteration 72Q: 3 clusters Score -1.359844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131532 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -13598445.000000 Penalty: 3834.510986
	Iteration 73Q: 3 clusters Score -1.359844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131529 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -13598443.000000 Penalty: 3834.510986
	Iteration 74Q: 3 clusters Score -1.359844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131525 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -13598456.000000 Penalty: 3834.510986
	Iteration 75Q: 3 clusters Score -1.359846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131519 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -13598444.000000 Penalty: 3834.510986
	Iteration 76Q: 3 clusters Score -1.359844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131513 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -13598445.000000 Penalty: 3834.510986
	Iteration 77Q: 3 clusters Score -1.359844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131508 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -13598448.000000 Penalty: 3834.510986
	Iteration 78Q: 3 clusters Score -1.359845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131503 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -13598450.000000 Penalty: 3834.510986
	Iteration 79Q: 3 clusters Score -1.359845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131501 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -13598458.000000 Penalty: 3834.510986
	Iteration 80F: 3 clusters Score -1.359846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131499 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -13598457.000000 Penalty: 3834.510986
	Iteration 81Q: 3 clusters Score -1.359846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131499 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -13598457.000000 Penalty: 3834.510986
	Iteration 82F: 3 clusters Score -1.359846e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (163227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163227 members 
Entering Unmasked Estep 
Score: -16474508.000000 Penalty: 1950.470825
	Iteration 0F: 2 clusters Score -1.647451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 81766 members 
Entering Unmasked Estep 
Score: -16365935.000000 Penalty: 3900.941650
	Iteration 0F: 3 clusters Score -1.636594e+07 nChanged 78782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79491 members 
Mstep: Class 2 contains 83736 members 
Entering Unmasked Estep 
Score: -16412369.000000 Penalty: 3900.941650
	Iteration 1F: 3 clusters Score -1.641237e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78537 members 
Mstep: Class 2 contains 84690 members 
Entering Unmasked Estep 
Score: -16413667.000000 Penalty: 3900.941650
	Iteration 2Q: 3 clusters Score -1.641367e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77176 members 
Mstep: Class 2 contains 86051 members 
Entering Unmasked Estep 
Score: -16415155.000000 Penalty: 3900.941650
	Iteration 3Q: 3 clusters Score -1.641516e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75198 members 
Mstep: Class 2 contains 88029 members 
Entering Unmasked Estep 
Score: -16417152.000000 Penalty: 3900.941650
	Iteration 4Q: 3 clusters Score -1.641715e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72459 members 
Mstep: Class 2 contains 90768 members 
Entering Unmasked Estep 
Score: -16419827.000000 Penalty: 3900.941650
	Iteration 5Q: 3 clusters Score -1.641983e+07 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 94496 members 
Entering Unmasked Estep 
Score: -16423276.000000 Penalty: 3900.941650
	Iteration 6Q: 3 clusters Score -1.642328e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63870 members 
Mstep: Class 2 contains 99357 members 
Entering Unmasked Estep 
Score: -16427634.000000 Penalty: 3900.941650
	Iteration 7F: 3 clusters Score -1.642763e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57905 members 
Mstep: Class 2 contains 105322 members 
Entering Unmasked Estep 
Score: -16432908.000000 Penalty: 3900.941650
	Iteration 8F: 3 clusters Score -1.643291e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 112172 members 
Entering Unmasked Estep 
Score: -16438536.000000 Penalty: 3900.941650
	Iteration 9F: 3 clusters Score -1.643854e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 119517 members 
Entering Unmasked Estep 
Score: -16444297.000000 Penalty: 3900.941650
	Iteration 10F: 3 clusters Score -1.64443e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 126886 members 
Entering Unmasked Estep 
Score: -16449832.000000 Penalty: 3900.941650
	Iteration 11F: 3 clusters Score -1.644983e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 133612 members 
Entering Unmasked Estep 
Score: -16454652.000000 Penalty: 3900.941650
	Iteration 12Q: 3 clusters Score -1.645465e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 139796 members 
Entering Unmasked Estep 
Score: -16458769.000000 Penalty: 3900.941650
	Iteration 13Q: 3 clusters Score -1.645877e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 145216 members 
Entering Unmasked Estep 
Score: -16462308.000000 Penalty: 3900.941650
	Iteration 14Q: 3 clusters Score -1.646231e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 149783 members 
Entering Unmasked Estep 
Score: -16465046.000000 Penalty: 3900.941650
	Iteration 15Q: 3 clusters Score -1.646505e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 153455 members 
Entering Unmasked Estep 
Score: -16467243.000000 Penalty: 3900.941650
	Iteration 16Q: 3 clusters Score -1.646724e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 156328 members 
Entering Unmasked Estep 
Score: -16468971.000000 Penalty: 3900.941650
	Iteration 17Q: 3 clusters Score -1.646897e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 158400 members 
Entering Unmasked Estep 
Score: -16470267.000000 Penalty: 3900.941650
	Iteration 18Q: 3 clusters Score -1.647027e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 159864 members 
Entering Unmasked Estep 
Score: -16471137.000000 Penalty: 3900.941650
	Iteration 19Q: 3 clusters Score -1.647114e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 160820 members 
Entering Unmasked Estep 
Score: -16471673.000000 Penalty: 3900.941650
	Iteration 20F: 3 clusters Score -1.647167e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 161455 members 
Entering Unmasked Estep 
Score: -16472021.000000 Penalty: 3900.941650
	Iteration 21Q: 3 clusters Score -1.647202e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 161857 members 
Entering Unmasked Estep 
Score: -16472279.000000 Penalty: 3900.941650
	Iteration 22Q: 3 clusters Score -1.647228e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 162137 members 
Entering Unmasked Estep 
Score: -16472492.000000 Penalty: 3900.941650
	Iteration 23Q: 3 clusters Score -1.647249e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 162327 members 
Entering Unmasked Estep 
Score: -16472625.000000 Penalty: 3900.941650
	Iteration 24Q: 3 clusters Score -1.647262e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 162438 members 
Entering Unmasked Estep 
Score: -16472691.000000 Penalty: 3900.941650
	Iteration 25Q: 3 clusters Score -1.647269e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 162500 members 
Entering Unmasked Estep 
Score: -16472732.000000 Penalty: 3900.941650
	Iteration 26Q: 3 clusters Score -1.647273e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 162545 members 
Entering Unmasked Estep 
Score: -16472767.000000 Penalty: 3900.941650
	Iteration 27Q: 3 clusters Score -1.647277e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 162579 members 
Entering Unmasked Estep 
Score: -16472786.000000 Penalty: 3900.941650
	Iteration 28Q: 3 clusters Score -1.647279e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 162599 members 
Entering Unmasked Estep 
Score: -16472791.000000 Penalty: 3900.941650
	Iteration 29Q: 3 clusters Score -1.647279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 162614 members 
Entering Unmasked Estep 
Score: -16472807.000000 Penalty: 3900.941650
	Iteration 30Q: 3 clusters Score -1.647281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 162622 members 
Entering Unmasked Estep 
Score: -16472808.000000 Penalty: 3900.941650
	Iteration 31Q: 3 clusters Score -1.647281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 162631 members 
Entering Unmasked Estep 
Score: -16472805.000000 Penalty: 3900.941650
	Iteration 32Q: 3 clusters Score -1.64728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 162638 members 
Entering Unmasked Estep 
Score: -16472821.000000 Penalty: 3900.941650
	Iteration 33Q: 3 clusters Score -1.647282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 162648 members 
Entering Unmasked Estep 
Score: -16472820.000000 Penalty: 3900.941650
	Iteration 34Q: 3 clusters Score -1.647282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 162656 members 
Entering Unmasked Estep 
Score: -16472832.000000 Penalty: 3900.941650
	Iteration 35Q: 3 clusters Score -1.647283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 162661 members 
Entering Unmasked Estep 
Score: -16472846.000000 Penalty: 3900.941650
	Iteration 36Q: 3 clusters Score -1.647285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 162665 members 
Entering Unmasked Estep 
Score: -16472849.000000 Penalty: 3900.941650
	Iteration 37Q: 3 clusters Score -1.647285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 162667 members 
Entering Unmasked Estep 
Score: -16472851.000000 Penalty: 3900.941650
	Iteration 38Q: 3 clusters Score -1.647285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 162672 members 
Entering Unmasked Estep 
Score: -16472845.000000 Penalty: 3900.941650
	Iteration 39Q: 3 clusters Score -1.647284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 162676 members 
Entering Unmasked Estep 
Score: -16472847.000000 Penalty: 3900.941650
	Iteration 40F: 3 clusters Score -1.647285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 162680 members 
Entering Unmasked Estep 
Score: -16472854.000000 Penalty: 3900.941650
	Iteration 41Q: 3 clusters Score -1.647285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 162686 members 
Entering Unmasked Estep 
Score: -16472862.000000 Penalty: 3900.941650
	Iteration 42Q: 3 clusters Score -1.647286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 162691 members 
Entering Unmasked Estep 
Score: -16472875.000000 Penalty: 3900.941650
	Iteration 43Q: 3 clusters Score -1.647288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 162694 members 
Entering Unmasked Estep 
Score: -16472884.000000 Penalty: 3900.941650
	Iteration 44Q: 3 clusters Score -1.647288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 162698 members 
Entering Unmasked Estep 
Score: -16472873.000000 Penalty: 3900.941650
	Iteration 45Q: 3 clusters Score -1.647287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 162699 members 
Entering Unmasked Estep 
Score: -16472875.000000 Penalty: 3900.941650
	Iteration 46Q: 3 clusters Score -1.647288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 162699 members 
Entering Unmasked Estep 
Score: -16472871.000000 Penalty: 3900.941650
	Iteration 47Q: 3 clusters Score -1.647287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 162702 members 
Entering Unmasked Estep 
Score: -16472874.000000 Penalty: 3900.941650
	Iteration 48Q: 3 clusters Score -1.647287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 162705 members 
Entering Unmasked Estep 
Score: -16472874.000000 Penalty: 3900.941650
	Iteration 49Q: 3 clusters Score -1.647287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 162709 members 
Entering Unmasked Estep 
Score: -16472881.000000 Penalty: 3900.941650
	Iteration 50Q: 3 clusters Score -1.647288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 162711 members 
Entering Unmasked Estep 
Score: -16472888.000000 Penalty: 3900.941650
	Iteration 51Q: 3 clusters Score -1.647289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 162714 members 
Entering Unmasked Estep 
Score: -16472892.000000 Penalty: 3900.941650
	Iteration 52Q: 3 clusters Score -1.647289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 162718 members 
Entering Unmasked Estep 
Score: -16472891.000000 Penalty: 3900.941650
	Iteration 53Q: 3 clusters Score -1.647289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 162724 members 
Entering Unmasked Estep 
Score: -16472897.000000 Penalty: 3900.941650
	Iteration 54Q: 3 clusters Score -1.64729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 162723 members 
Entering Unmasked Estep 
Score: -16472898.000000 Penalty: 3900.941650
	Iteration 55Q: 3 clusters Score -1.64729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 162724 members 
Entering Unmasked Estep 
Score: -16472898.000000 Penalty: 3900.941650
	Iteration 56Q: 3 clusters Score -1.64729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 162727 members 
Entering Unmasked Estep 
Score: -16472894.000000 Penalty: 3900.941650
	Iteration 57Q: 3 clusters Score -1.647289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 162729 members 
Entering Unmasked Estep 
Score: -16472901.000000 Penalty: 3900.941650
	Iteration 58Q: 3 clusters Score -1.64729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 162731 members 
Entering Unmasked Estep 
Score: -16472901.000000 Penalty: 3900.941650
	Iteration 59Q: 3 clusters Score -1.64729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 162732 members 
Entering Unmasked Estep 
Score: -16472900.000000 Penalty: 3900.941650
	Iteration 60F: 3 clusters Score -1.64729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 162733 members 
Entering Unmasked Estep 
Score: -16472905.000000 Penalty: 3900.941650
	Iteration 61Q: 3 clusters Score -1.64729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 162734 members 
Entering Unmasked Estep 
Score: -16472902.000000 Penalty: 3900.941650
	Iteration 62Q: 3 clusters Score -1.64729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 162734 members 
Entering Unmasked Estep 
Score: -16472902.000000 Penalty: 3900.941650
	Iteration 63F: 3 clusters Score -1.64729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (105936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105936 members 
Entering Unmasked Estep 
Score: -10716305.000000 Penalty: 1880.220825
	Iteration 0F: 2 clusters Score -1.07163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -10645418.000000 Penalty: 3760.441650
	Iteration 0F: 3 clusters Score -1.064542e+07 nChanged 50476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -10674397.000000 Penalty: 3760.441650
	Iteration 1F: 3 clusters Score -1.06744e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -10675151.000000 Penalty: 3760.441650
	Iteration 2Q: 3 clusters Score -1.067515e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60237 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -10676150.000000 Penalty: 3760.441650
	Iteration 3Q: 3 clusters Score -1.067615e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64177 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -10677916.000000 Penalty: 3760.441650
	Iteration 4Q: 3 clusters Score -1.067792e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69944 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -10681060.000000 Penalty: 3760.441650
	Iteration 5F: 3 clusters Score -1.068106e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77936 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -10687236.000000 Penalty: 3760.441650
	Iteration 6F: 3 clusters Score -1.068724e+07 nChanged 9732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87592 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -10696458.000000 Penalty: 3760.441650
	Iteration 7F: 3 clusters Score -1.069646e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96332 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -10705323.000000 Penalty: 3760.441650
	Iteration 8F: 3 clusters Score -1.070532e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101810 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -10710868.000000 Penalty: 3760.441650
	Iteration 9F: 3 clusters Score -1.071087e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104228 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -10713227.000000 Penalty: 3760.441650
	Iteration 10Q: 3 clusters Score -1.071323e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105130 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -10714054.000000 Penalty: 3760.441650
	Iteration 11Q: 3 clusters Score -1.071405e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105399 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10714345.000000 Penalty: 3760.441650
	Iteration 12Q: 3 clusters Score -1.071434e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105492 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10714481.000000 Penalty: 3760.441650
	Iteration 13Q: 3 clusters Score -1.071448e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105532 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10714551.000000 Penalty: 3760.441650
	Iteration 14Q: 3 clusters Score -1.071455e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105555 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -10714613.000000 Penalty: 3760.441650
	Iteration 15Q: 3 clusters Score -1.071461e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105561 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10714617.000000 Penalty: 3760.441650
	Iteration 16Q: 3 clusters Score -1.071462e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105560 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10714643.000000 Penalty: 3760.441650
	Iteration 17Q: 3 clusters Score -1.071464e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105555 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -10714665.000000 Penalty: 3760.441650
	Iteration 18Q: 3 clusters Score -1.071466e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105548 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -10714680.000000 Penalty: 3760.441650
	Iteration 19Q: 3 clusters Score -1.071468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105545 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10714682.000000 Penalty: 3760.441650
	Iteration 20F: 3 clusters Score -1.071468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105538 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -10714678.000000 Penalty: 3760.441650
	Iteration 21Q: 3 clusters Score -1.071468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105534 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -10714681.000000 Penalty: 3760.441650
	Iteration 22Q: 3 clusters Score -1.071468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105521 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -10714698.000000 Penalty: 3760.441650
	Iteration 23Q: 3 clusters Score -1.07147e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105515 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10714721.000000 Penalty: 3760.441650
	Iteration 24Q: 3 clusters Score -1.071472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105515 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10714716.000000 Penalty: 3760.441650
	Iteration 25Q: 3 clusters Score -1.071472e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105512 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -10714733.000000 Penalty: 3760.441650
	Iteration 26Q: 3 clusters Score -1.071473e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105506 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -10714756.000000 Penalty: 3760.441650
	Iteration 27Q: 3 clusters Score -1.071476e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105502 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -10714762.000000 Penalty: 3760.441650
	Iteration 28Q: 3 clusters Score -1.071476e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105496 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10714779.000000 Penalty: 3760.441650
	Iteration 29Q: 3 clusters Score -1.071478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105497 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -10714797.000000 Penalty: 3760.441650
	Iteration 30Q: 3 clusters Score -1.07148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105498 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -10714798.000000 Penalty: 3760.441650
	Iteration 31Q: 3 clusters Score -1.07148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105498 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -10714800.000000 Penalty: 3760.441650
	Iteration 32Q: 3 clusters Score -1.07148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105499 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -10714793.000000 Penalty: 3760.441650
	Iteration 33Q: 3 clusters Score -1.071479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105498 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -10714796.000000 Penalty: 3760.441650
	Iteration 34Q: 3 clusters Score -1.07148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105499 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -10714798.000000 Penalty: 3760.441650
	Iteration 35Q: 3 clusters Score -1.07148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105498 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -10714792.000000 Penalty: 3760.441650
	Iteration 36Q: 3 clusters Score -1.071479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105498 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -10714792.000000 Penalty: 3760.441650
	Iteration 37F: 3 clusters Score -1.071479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (187609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187609 members 
Entering Unmasked Estep 
Score: -19213836.000000 Penalty: 1973.093750
	Iteration 0F: 2 clusters Score -1.921384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93773 members 
Mstep: Class 2 contains 93836 members 
Entering Unmasked Estep 
Score: -19101362.000000 Penalty: 3946.187500
	Iteration 0F: 3 clusters Score -1.910136e+07 nChanged 90680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94569 members 
Mstep: Class 2 contains 93040 members 
Entering Unmasked Estep 
Score: -19156236.000000 Penalty: 3946.187500
	Iteration 1F: 3 clusters Score -1.915624e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96115 members 
Mstep: Class 2 contains 91494 members 
Entering Unmasked Estep 
Score: -19158364.000000 Penalty: 3946.187500
	Iteration 2Q: 3 clusters Score -1.915836e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98703 members 
Mstep: Class 2 contains 88906 members 
Entering Unmasked Estep 
Score: -19161408.000000 Penalty: 3946.187500
	Iteration 3Q: 3 clusters Score -1.916141e+07 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102941 members 
Mstep: Class 2 contains 84668 members 
Entering Unmasked Estep 
Score: -19165576.000000 Penalty: 3946.187500
	Iteration 4F: 3 clusters Score -1.916558e+07 nChanged 11218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109065 members 
Mstep: Class 2 contains 78544 members 
Entering Unmasked Estep 
Score: -19171548.000000 Penalty: 3946.187500
	Iteration 5F: 3 clusters Score -1.917155e+07 nChanged 12300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116859 members 
Mstep: Class 2 contains 70750 members 
Entering Unmasked Estep 
Score: -19179570.000000 Penalty: 3946.187500
	Iteration 6F: 3 clusters Score -1.917957e+07 nChanged 12610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125595 members 
Mstep: Class 2 contains 62014 members 
Entering Unmasked Estep 
Score: -19189002.000000 Penalty: 3946.187500
	Iteration 7F: 3 clusters Score -1.9189e+07 nChanged 11449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133892 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -19197998.000000 Penalty: 3946.187500
	Iteration 8F: 3 clusters Score -1.9198e+07 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140610 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -19204250.000000 Penalty: 3946.187500
	Iteration 9Q: 3 clusters Score -1.920425e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146050 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -19207328.000000 Penalty: 3946.187500
	Iteration 10Q: 3 clusters Score -1.920733e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151040 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -19209216.000000 Penalty: 3946.187500
	Iteration 11Q: 3 clusters Score -1.920922e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155964 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -19210458.000000 Penalty: 3946.187500
	Iteration 12Q: 3 clusters Score -1.921046e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160607 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -19211398.000000 Penalty: 3946.187500
	Iteration 13Q: 3 clusters Score -1.92114e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165010 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -19212264.000000 Penalty: 3946.187500
	Iteration 14Q: 3 clusters Score -1.921226e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169038 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -19212656.000000 Penalty: 3946.187500
	Iteration 15Q: 3 clusters Score -1.921266e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172510 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -19212772.000000 Penalty: 3946.187500
	Iteration 16Q: 3 clusters Score -1.921277e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175474 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -19212932.000000 Penalty: 3946.187500
	Iteration 17Q: 3 clusters Score -1.921293e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178014 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -19213124.000000 Penalty: 3946.187500
	Iteration 18Q: 3 clusters Score -1.921312e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180052 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -19213264.000000 Penalty: 3946.187500
	Iteration 19Q: 3 clusters Score -1.921326e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181628 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -19213388.000000 Penalty: 3946.187500
	Iteration 20F: 3 clusters Score -1.921339e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182889 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -19213322.000000 Penalty: 3946.187500
	Iteration 21Q: 3 clusters Score -1.921332e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183814 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -19213232.000000 Penalty: 3946.187500
	Iteration 22Q: 3 clusters Score -1.921323e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184502 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -19213226.000000 Penalty: 3946.187500
	Iteration 23Q: 3 clusters Score -1.921323e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185008 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -19213160.000000 Penalty: 3946.187500
	Iteration 24Q: 3 clusters Score -1.921316e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185369 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -19213126.000000 Penalty: 3946.187500
	Iteration 25Q: 3 clusters Score -1.921313e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185626 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -19213076.000000 Penalty: 3946.187500
	Iteration 26Q: 3 clusters Score -1.921308e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185822 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -19213058.000000 Penalty: 3946.187500
	Iteration 27Q: 3 clusters Score -1.921306e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185977 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -19213014.000000 Penalty: 3946.187500
	Iteration 28Q: 3 clusters Score -1.921301e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186090 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -19213008.000000 Penalty: 3946.187500
	Iteration 29Q: 3 clusters Score -1.921301e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186174 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -19212986.000000 Penalty: 3946.187500
	Iteration 30Q: 3 clusters Score -1.921299e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186257 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -19213004.000000 Penalty: 3946.187500
	Iteration 31Q: 3 clusters Score -1.9213e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186321 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -19212988.000000 Penalty: 3946.187500
	Iteration 32Q: 3 clusters Score -1.921299e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186371 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -19212992.000000 Penalty: 3946.187500
	Iteration 33Q: 3 clusters Score -1.921299e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186428 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -19212970.000000 Penalty: 3946.187500
	Iteration 34Q: 3 clusters Score -1.921297e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186468 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -19212966.000000 Penalty: 3946.187500
	Iteration 35Q: 3 clusters Score -1.921297e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186500 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -19212958.000000 Penalty: 3946.187500
	Iteration 36Q: 3 clusters Score -1.921296e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186519 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -19212964.000000 Penalty: 3946.187500
	Iteration 37Q: 3 clusters Score -1.921296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186532 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -19212952.000000 Penalty: 3946.187500
	Iteration 38Q: 3 clusters Score -1.921295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186543 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -19212956.000000 Penalty: 3946.187500
	Iteration 39Q: 3 clusters Score -1.921296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186548 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -19212950.000000 Penalty: 3946.187500
	Iteration 40F: 3 clusters Score -1.921295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186549 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -19212940.000000 Penalty: 3946.187500
	Iteration 41Q: 3 clusters Score -1.921294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186550 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -19212944.000000 Penalty: 3946.187500
	Iteration 42Q: 3 clusters Score -1.921294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186553 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -19212946.000000 Penalty: 3946.187500
	Iteration 43Q: 3 clusters Score -1.921295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186554 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -19212948.000000 Penalty: 3946.187500
	Iteration 44Q: 3 clusters Score -1.921295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186554 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -19212948.000000 Penalty: 3946.187500
	Iteration 45F: 3 clusters Score -1.921295e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Entering Unmasked Estep 
Score: -1214107.250000 Penalty: 1522.817139
	Iteration 0F: 2 clusters Score -1214107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1205845.125000 Penalty: 3045.634277
	Iteration 0F: 3 clusters Score -1205845 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1208653.125000 Penalty: 3045.634277
	Iteration 1F: 3 clusters Score -1208653 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1208929.875000 Penalty: 3045.634277
	Iteration 2F: 3 clusters Score -1208930 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1209172.500000 Penalty: 3045.634277
	Iteration 3Q: 3 clusters Score -1209172 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1209436.625000 Penalty: 3045.634277
	Iteration 4Q: 3 clusters Score -1209437 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1209746.625000 Penalty: 3045.634277
	Iteration 5Q: 3 clusters Score -1209747 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1210119.875000 Penalty: 3045.634277
	Iteration 6F: 3 clusters Score -1210120 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1210551.125000 Penalty: 3045.634277
	Iteration 7F: 3 clusters Score -1210551 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1211071.875000 Penalty: 3045.634277
	Iteration 8F: 3 clusters Score -1211072 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1211506.125000 Penalty: 3045.634277
	Iteration 9Q: 3 clusters Score -1211506 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1211890.875000 Penalty: 3045.634277
	Iteration 10Q: 3 clusters Score -1211891 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1212153.375000 Penalty: 3045.634277
	Iteration 11Q: 3 clusters Score -1212153 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1212319.500000 Penalty: 3045.634277
	Iteration 12Q: 3 clusters Score -1212320 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1212428.500000 Penalty: 3045.634277
	Iteration 13Q: 3 clusters Score -1212428 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1212526.875000 Penalty: 3045.634277
	Iteration 14Q: 3 clusters Score -1212527 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1212599.375000 Penalty: 3045.634277
	Iteration 15Q: 3 clusters Score -1212599 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1212659.500000 Penalty: 3045.634277
	Iteration 16Q: 3 clusters Score -1212660 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1212706.500000 Penalty: 3045.634277
	Iteration 17Q: 3 clusters Score -1212706 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1212758.125000 Penalty: 3045.634277
	Iteration 18Q: 3 clusters Score -1212758 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1212790.375000 Penalty: 3045.634277
	Iteration 19Q: 3 clusters Score -1212790 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1212818.375000 Penalty: 3045.634277
	Iteration 20F: 3 clusters Score -1212818 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1212837.500000 Penalty: 3045.634277
	Iteration 21Q: 3 clusters Score -1212838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1212852.625000 Penalty: 3045.634277
	Iteration 22Q: 3 clusters Score -1212853 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1212865.500000 Penalty: 3045.634277
	Iteration 23Q: 3 clusters Score -1212866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1212884.625000 Penalty: 3045.634277
	Iteration 24Q: 3 clusters Score -1212885 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1212897.875000 Penalty: 3045.634277
	Iteration 25Q: 3 clusters Score -1212898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1212905.500000 Penalty: 3045.634277
	Iteration 26Q: 3 clusters Score -1212906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1212913.375000 Penalty: 3045.634277
	Iteration 27Q: 3 clusters Score -1212913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1212918.125000 Penalty: 3045.634277
	Iteration 28Q: 3 clusters Score -1212918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1212921.750000 Penalty: 3045.634277
	Iteration 29Q: 3 clusters Score -1212922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1212925.000000 Penalty: 3045.634277
	Iteration 30Q: 3 clusters Score -1212925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1212932.875000 Penalty: 3045.634277
	Iteration 31Q: 3 clusters Score -1212933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1212947.875000 Penalty: 3045.634277
	Iteration 32Q: 3 clusters Score -1212948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1212954.625000 Penalty: 3045.634277
	Iteration 33Q: 3 clusters Score -1212955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1212962.625000 Penalty: 3045.634277
	Iteration 34Q: 3 clusters Score -1212963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1212967.000000 Penalty: 3045.634277
	Iteration 35Q: 3 clusters Score -1212967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1212976.000000 Penalty: 3045.634277
	Iteration 36Q: 3 clusters Score -1212976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1212981.000000 Penalty: 3045.634277
	Iteration 37Q: 3 clusters Score -1212981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1212987.375000 Penalty: 3045.634277
	Iteration 38Q: 3 clusters Score -1212987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1212992.375000 Penalty: 3045.634277
	Iteration 39Q: 3 clusters Score -1212992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1212994.500000 Penalty: 3045.634277
	Iteration 40F: 3 clusters Score -1212994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1212999.750000 Penalty: 3045.634277
	Iteration 41Q: 3 clusters Score -1213000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1213002.375000 Penalty: 3045.634277
	Iteration 42Q: 3 clusters Score -1213002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1213002.375000 Penalty: 3045.634277
	Iteration 43Q: 3 clusters Score -1213002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1213005.250000 Penalty: 3045.634277
	Iteration 44Q: 3 clusters Score -1213005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1213006.500000 Penalty: 3045.634277
	Iteration 45Q: 3 clusters Score -1213006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1213009.875000 Penalty: 3045.634277
	Iteration 46Q: 3 clusters Score -1213010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1213013.250000 Penalty: 3045.634277
	Iteration 47Q: 3 clusters Score -1213013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1213011.000000 Penalty: 3045.634277
	Iteration 48Q: 3 clusters Score -1213011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1213011.000000 Penalty: 3045.634277
	Iteration 49F: 3 clusters Score -1213011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Entering Unmasked Estep 
Score: -612720.375000 Penalty: 1416.010498
	Iteration 0F: 2 clusters Score -612720.4 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 3009 members 
Entering Unmasked Estep 
Score: -608083.937500 Penalty: 2832.020996
	Iteration 0F: 3 clusters Score -608083.9 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -609479.625000 Penalty: 2832.020996
	Iteration 1F: 3 clusters Score -609479.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -609743.687500 Penalty: 2832.020996
	Iteration 2F: 3 clusters Score -609743.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -609960.375000 Penalty: 2832.020996
	Iteration 3F: 3 clusters Score -609960.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -610152.187500 Penalty: 2832.020996
	Iteration 4F: 3 clusters Score -610152.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -610311.687500 Penalty: 2832.020996
	Iteration 5Q: 3 clusters Score -610311.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -610467.125000 Penalty: 2832.020996
	Iteration 6Q: 3 clusters Score -610467.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -610647.312500 Penalty: 2832.020996
	Iteration 7Q: 3 clusters Score -610647.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -610857.312500 Penalty: 2832.020996
	Iteration 8Q: 3 clusters Score -610857.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -611047.687500 Penalty: 2832.020996
	Iteration 9Q: 3 clusters Score -611047.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -611194.687500 Penalty: 2832.020996
	Iteration 10Q: 3 clusters Score -611194.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -611300.875000 Penalty: 2832.020996
	Iteration 11Q: 3 clusters Score -611300.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -611382.062500 Penalty: 2832.020996
	Iteration 12Q: 3 clusters Score -611382.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -611447.062500 Penalty: 2832.020996
	Iteration 13Q: 3 clusters Score -611447.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -611503.500000 Penalty: 2832.020996
	Iteration 14Q: 3 clusters Score -611503.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -611538.125000 Penalty: 2832.020996
	Iteration 15Q: 3 clusters Score -611538.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -611561.250000 Penalty: 2832.020996
	Iteration 16Q: 3 clusters Score -611561.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -611585.937500 Penalty: 2832.020996
	Iteration 17Q: 3 clusters Score -611585.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -611603.125000 Penalty: 2832.020996
	Iteration 18Q: 3 clusters Score -611603.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -611615.937500 Penalty: 2832.020996
	Iteration 19Q: 3 clusters Score -611615.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -611626.750000 Penalty: 2832.020996
	Iteration 20F: 3 clusters Score -611626.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -611638.625000 Penalty: 2832.020996
	Iteration 21Q: 3 clusters Score -611638.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -611645.562500 Penalty: 2832.020996
	Iteration 22Q: 3 clusters Score -611645.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -611652.812500 Penalty: 2832.020996
	Iteration 23Q: 3 clusters Score -611652.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -611658.437500 Penalty: 2832.020996
	Iteration 24Q: 3 clusters Score -611658.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -611661.312500 Penalty: 2832.020996
	Iteration 25Q: 3 clusters Score -611661.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -611663.750000 Penalty: 2832.020996
	Iteration 26Q: 3 clusters Score -611663.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -611664.312500 Penalty: 2832.020996
	Iteration 27Q: 3 clusters Score -611664.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -611664.437500 Penalty: 2832.020996
	Iteration 28Q: 3 clusters Score -611664.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -611666.687500 Penalty: 2832.020996
	Iteration 29Q: 3 clusters Score -611666.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -611666.500000 Penalty: 2832.020996
	Iteration 30Q: 3 clusters Score -611666.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -611666.500000 Penalty: 2832.020996
	Iteration 31F: 3 clusters Score -611666.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Entering Unmasked Estep 
Score: -4056959.750000 Penalty: 1717.321533
	Iteration 0F: 2 clusters Score -4056960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -4030909.500000 Penalty: 3434.643066
	Iteration 0F: 3 clusters Score -4030910 nChanged 18133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -4040949.000000 Penalty: 3434.643066
	Iteration 1F: 3 clusters Score -4040949 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -4041298.500000 Penalty: 3434.643066
	Iteration 2Q: 3 clusters Score -4041298 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -4041718.250000 Penalty: 3434.643066
	Iteration 3Q: 3 clusters Score -4041718 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -4042089.000000 Penalty: 3434.643066
	Iteration 4Q: 3 clusters Score -4042089 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -4042473.750000 Penalty: 3434.643066
	Iteration 5Q: 3 clusters Score -4042474 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -4042963.500000 Penalty: 3434.643066
	Iteration 6Q: 3 clusters Score -4042964 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -4043537.250000 Penalty: 3434.643066
	Iteration 7Q: 3 clusters Score -4043537 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -4044231.500000 Penalty: 3434.643066
	Iteration 8Q: 3 clusters Score -4044232 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -4045370.250000 Penalty: 3434.643066
	Iteration 9Q: 3 clusters Score -4045370 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -4046934.000000 Penalty: 3434.643066
	Iteration 10F: 3 clusters Score -4046934 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -4048581.000000 Penalty: 3434.643066
	Iteration 11F: 3 clusters Score -4048581 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -4049676.750000 Penalty: 3434.643066
	Iteration 12F: 3 clusters Score -4049677 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -4050136.000000 Penalty: 3434.643066
	Iteration 13Q: 3 clusters Score -4050136 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -4050420.750000 Penalty: 3434.643066
	Iteration 14Q: 3 clusters Score -4050421 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -4050619.250000 Penalty: 3434.643066
	Iteration 15Q: 3 clusters Score -4050619 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -4050841.500000 Penalty: 3434.643066
	Iteration 16Q: 3 clusters Score -4050842 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -4051088.250000 Penalty: 3434.643066
	Iteration 17Q: 3 clusters Score -4051088 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -4051331.000000 Penalty: 3434.643066
	Iteration 18Q: 3 clusters Score -4051331 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -4051589.500000 Penalty: 3434.643066
	Iteration 19Q: 3 clusters Score -4051590 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -4051869.500000 Penalty: 3434.643066
	Iteration 20F: 3 clusters Score -4051870 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -4052159.750000 Penalty: 3434.643066
	Iteration 21Q: 3 clusters Score -4052160 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -4052431.500000 Penalty: 3434.643066
	Iteration 22Q: 3 clusters Score -4052432 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -4052698.000000 Penalty: 3434.643066
	Iteration 23Q: 3 clusters Score -4052698 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -4052936.500000 Penalty: 3434.643066
	Iteration 24Q: 3 clusters Score -4052936 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -4053110.250000 Penalty: 3434.643066
	Iteration 25Q: 3 clusters Score -4053110 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -4053279.250000 Penalty: 3434.643066
	Iteration 26Q: 3 clusters Score -4053279 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -4053425.750000 Penalty: 3434.643066
	Iteration 27Q: 3 clusters Score -4053426 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -4053539.250000 Penalty: 3434.643066
	Iteration 28Q: 3 clusters Score -4053539 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -4053656.250000 Penalty: 3434.643066
	Iteration 29Q: 3 clusters Score -4053656 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -4053743.750000 Penalty: 3434.643066
	Iteration 30Q: 3 clusters Score -4053744 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -4053799.000000 Penalty: 3434.643066
	Iteration 31Q: 3 clusters Score -4053799 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -4053856.250000 Penalty: 3434.643066
	Iteration 32Q: 3 clusters Score -4053856 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -4053883.500000 Penalty: 3434.643066
	Iteration 33Q: 3 clusters Score -4053884 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -4053927.000000 Penalty: 3434.643066
	Iteration 34Q: 3 clusters Score -4053927 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -4053960.000000 Penalty: 3434.643066
	Iteration 35Q: 3 clusters Score -4053960 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -4053984.750000 Penalty: 3434.643066
	Iteration 36Q: 3 clusters Score -4053985 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -4054032.250000 Penalty: 3434.643066
	Iteration 37Q: 3 clusters Score -4054032 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -4054071.500000 Penalty: 3434.643066
	Iteration 38Q: 3 clusters Score -4054072 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -4054105.250000 Penalty: 3434.643066
	Iteration 39Q: 3 clusters Score -4054105 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -4054147.750000 Penalty: 3434.643066
	Iteration 40F: 3 clusters Score -4054148 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -4054169.750000 Penalty: 3434.643066
	Iteration 41Q: 3 clusters Score -4054170 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -4054187.250000 Penalty: 3434.643066
	Iteration 42Q: 3 clusters Score -4054187 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -4054215.750000 Penalty: 3434.643066
	Iteration 43Q: 3 clusters Score -4054216 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -4054222.000000 Penalty: 3434.643066
	Iteration 44Q: 3 clusters Score -4054222 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -4054254.500000 Penalty: 3434.643066
	Iteration 45Q: 3 clusters Score -4054254 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -4054283.750000 Penalty: 3434.643066
	Iteration 46Q: 3 clusters Score -4054284 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -4054301.500000 Penalty: 3434.643066
	Iteration 47Q: 3 clusters Score -4054302 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -4054318.250000 Penalty: 3434.643066
	Iteration 48Q: 3 clusters Score -4054318 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -4054328.750000 Penalty: 3434.643066
	Iteration 49Q: 3 clusters Score -4054329 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -4054348.000000 Penalty: 3434.643066
	Iteration 50Q: 3 clusters Score -4054348 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -4054375.500000 Penalty: 3434.643066
	Iteration 51Q: 3 clusters Score -4054376 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -4054387.750000 Penalty: 3434.643066
	Iteration 52Q: 3 clusters Score -4054388 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -4054413.250000 Penalty: 3434.643066
	Iteration 53Q: 3 clusters Score -4054413 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -4054429.000000 Penalty: 3434.643066
	Iteration 54Q: 3 clusters Score -4054429 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -4054442.000000 Penalty: 3434.643066
	Iteration 55Q: 3 clusters Score -4054442 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -4054459.750000 Penalty: 3434.643066
	Iteration 56Q: 3 clusters Score -4054460 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -4054477.750000 Penalty: 3434.643066
	Iteration 57Q: 3 clusters Score -4054478 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -4054484.500000 Penalty: 3434.643066
	Iteration 58Q: 3 clusters Score -4054484 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -4054508.250000 Penalty: 3434.643066
	Iteration 59Q: 3 clusters Score -4054508 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -4054526.000000 Penalty: 3434.643066
	Iteration 60F: 3 clusters Score -4054526 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -4054549.000000 Penalty: 3434.643066
	Iteration 61Q: 3 clusters Score -4054549 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -4054563.500000 Penalty: 3434.643066
	Iteration 62Q: 3 clusters Score -4054564 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -4054567.000000 Penalty: 3434.643066
	Iteration 63Q: 3 clusters Score -4054567 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -4054589.250000 Penalty: 3434.643066
	Iteration 64Q: 3 clusters Score -4054589 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -4054602.250000 Penalty: 3434.643066
	Iteration 65Q: 3 clusters Score -4054602 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -4054622.750000 Penalty: 3434.643066
	Iteration 66Q: 3 clusters Score -4054623 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -4054636.250000 Penalty: 3434.643066
	Iteration 67Q: 3 clusters Score -4054636 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -4054666.750000 Penalty: 3434.643066
	Iteration 68Q: 3 clusters Score -4054667 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -4054691.000000 Penalty: 3434.643066
	Iteration 69Q: 3 clusters Score -4054691 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -4054702.000000 Penalty: 3434.643066
	Iteration 70Q: 3 clusters Score -4054702 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -4054721.250000 Penalty: 3434.643066
	Iteration 71Q: 3 clusters Score -4054721 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -4054733.500000 Penalty: 3434.643066
	Iteration 72Q: 3 clusters Score -4054734 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -4054748.250000 Penalty: 3434.643066
	Iteration 73Q: 3 clusters Score -4054748 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -4054765.000000 Penalty: 3434.643066
	Iteration 74Q: 3 clusters Score -4054765 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -4054786.250000 Penalty: 3434.643066
	Iteration 75Q: 3 clusters Score -4054786 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -4054798.500000 Penalty: 3434.643066
	Iteration 76Q: 3 clusters Score -4054798 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -4054796.250000 Penalty: 3434.643066
	Iteration 77Q: 3 clusters Score -4054796 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -4054811.750000 Penalty: 3434.643066
	Iteration 78Q: 3 clusters Score -4054812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -4054818.750000 Penalty: 3434.643066
	Iteration 79Q: 3 clusters Score -4054819 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -4054826.750000 Penalty: 3434.643066
	Iteration 80F: 3 clusters Score -4054827 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -4054832.000000 Penalty: 3434.643066
	Iteration 81Q: 3 clusters Score -4054832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -4054849.500000 Penalty: 3434.643066
	Iteration 82Q: 3 clusters Score -4054850 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -4054856.250000 Penalty: 3434.643066
	Iteration 83Q: 3 clusters Score -4054856 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -4054869.500000 Penalty: 3434.643066
	Iteration 84Q: 3 clusters Score -4054870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -4054868.250000 Penalty: 3434.643066
	Iteration 85Q: 3 clusters Score -4054868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -4054882.250000 Penalty: 3434.643066
	Iteration 86Q: 3 clusters Score -4054882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -4054883.750000 Penalty: 3434.643066
	Iteration 87Q: 3 clusters Score -4054884 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -4054888.000000 Penalty: 3434.643066
	Iteration 88Q: 3 clusters Score -4054888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -4054899.500000 Penalty: 3434.643066
	Iteration 89Q: 3 clusters Score -4054900 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -4054902.500000 Penalty: 3434.643066
	Iteration 90Q: 3 clusters Score -4054902 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -4054909.250000 Penalty: 3434.643066
	Iteration 91Q: 3 clusters Score -4054909 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -4054922.000000 Penalty: 3434.643066
	Iteration 92Q: 3 clusters Score -4054922 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -4054936.250000 Penalty: 3434.643066
	Iteration 93Q: 3 clusters Score -4054936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -4054940.250000 Penalty: 3434.643066
	Iteration 94Q: 3 clusters Score -4054940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -4054958.500000 Penalty: 3434.643066
	Iteration 95Q: 3 clusters Score -4054958 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -4054966.000000 Penalty: 3434.643066
	Iteration 96Q: 3 clusters Score -4054966 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -4054967.250000 Penalty: 3434.643066
	Iteration 97Q: 3 clusters Score -4054967 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -4054983.000000 Penalty: 3434.643066
	Iteration 98Q: 3 clusters Score -4054983 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -4054991.250000 Penalty: 3434.643066
	Iteration 99Q: 3 clusters Score -4054991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -4054988.500000 Penalty: 3434.643066
	Iteration 100F: 3 clusters Score -4054988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -4054992.250000 Penalty: 3434.643066
	Iteration 101Q: 3 clusters Score -4054992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -4054998.500000 Penalty: 3434.643066
	Iteration 102Q: 3 clusters Score -4054998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -4054992.750000 Penalty: 3434.643066
	Iteration 103Q: 3 clusters Score -4054993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -4054994.000000 Penalty: 3434.643066
	Iteration 104Q: 3 clusters Score -4054994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -4054994.250000 Penalty: 3434.643066
	Iteration 105Q: 3 clusters Score -4054994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -4054994.750000 Penalty: 3434.643066
	Iteration 106Q: 3 clusters Score -4054995 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -4055005.500000 Penalty: 3434.643066
	Iteration 107Q: 3 clusters Score -4055006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -4055011.000000 Penalty: 3434.643066
	Iteration 108Q: 3 clusters Score -4055011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -4055014.250000 Penalty: 3434.643066
	Iteration 109Q: 3 clusters Score -4055014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -4055020.500000 Penalty: 3434.643066
	Iteration 110Q: 3 clusters Score -4055020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -4055029.250000 Penalty: 3434.643066
	Iteration 111Q: 3 clusters Score -4055029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -4055025.250000 Penalty: 3434.643066
	Iteration 112Q: 3 clusters Score -4055025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -4055029.500000 Penalty: 3434.643066
	Iteration 113Q: 3 clusters Score -4055030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -4055042.750000 Penalty: 3434.643066
	Iteration 114Q: 3 clusters Score -4055043 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -4055051.000000 Penalty: 3434.643066
	Iteration 115Q: 3 clusters Score -4055051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -4055048.000000 Penalty: 3434.643066
	Iteration 116Q: 3 clusters Score -4055048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -4055046.250000 Penalty: 3434.643066
	Iteration 117Q: 3 clusters Score -4055046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -4055046.000000 Penalty: 3434.643066
	Iteration 118Q: 3 clusters Score -4055046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -4055050.250000 Penalty: 3434.643066
	Iteration 119Q: 3 clusters Score -4055050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -4055055.500000 Penalty: 3434.643066
	Iteration 120F: 3 clusters Score -4055056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -4055063.750000 Penalty: 3434.643066
	Iteration 121Q: 3 clusters Score -4055064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -4055061.000000 Penalty: 3434.643066
	Iteration 122Q: 3 clusters Score -4055061 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -4055075.750000 Penalty: 3434.643066
	Iteration 123Q: 3 clusters Score -4055076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -4055088.750000 Penalty: 3434.643066
	Iteration 124Q: 3 clusters Score -4055089 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -4055100.250000 Penalty: 3434.643066
	Iteration 125Q: 3 clusters Score -4055100 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -4055097.750000 Penalty: 3434.643066
	Iteration 126Q: 3 clusters Score -4055098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -4055112.250000 Penalty: 3434.643066
	Iteration 127Q: 3 clusters Score -4055112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -4055113.000000 Penalty: 3434.643066
	Iteration 128Q: 3 clusters Score -4055113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -4055118.000000 Penalty: 3434.643066
	Iteration 129Q: 3 clusters Score -4055118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -4055116.750000 Penalty: 3434.643066
	Iteration 130Q: 3 clusters Score -4055117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -4055123.250000 Penalty: 3434.643066
	Iteration 131Q: 3 clusters Score -4055123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -4055127.500000 Penalty: 3434.643066
	Iteration 132Q: 3 clusters Score -4055128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -4055134.250000 Penalty: 3434.643066
	Iteration 133Q: 3 clusters Score -4055134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -4055142.250000 Penalty: 3434.643066
	Iteration 134Q: 3 clusters Score -4055142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -4055150.750000 Penalty: 3434.643066
	Iteration 135Q: 3 clusters Score -4055151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -4055161.000000 Penalty: 3434.643066
	Iteration 136Q: 3 clusters Score -4055161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -4055170.000000 Penalty: 3434.643066
	Iteration 137Q: 3 clusters Score -4055170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -4055173.000000 Penalty: 3434.643066
	Iteration 138Q: 3 clusters Score -4055173 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -4055174.250000 Penalty: 3434.643066
	Iteration 139Q: 3 clusters Score -4055174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -4055181.250000 Penalty: 3434.643066
	Iteration 140F: 3 clusters Score -4055181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -4055179.750000 Penalty: 3434.643066
	Iteration 141Q: 3 clusters Score -4055180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -4055194.250000 Penalty: 3434.643066
	Iteration 142Q: 3 clusters Score -4055194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -4055202.250000 Penalty: 3434.643066
	Iteration 143Q: 3 clusters Score -4055202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -4055211.250000 Penalty: 3434.643066
	Iteration 144Q: 3 clusters Score -4055211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -4055221.750000 Penalty: 3434.643066
	Iteration 145Q: 3 clusters Score -4055222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -4055237.750000 Penalty: 3434.643066
	Iteration 146Q: 3 clusters Score -4055238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -4055244.500000 Penalty: 3434.643066
	Iteration 147Q: 3 clusters Score -4055244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -4055254.750000 Penalty: 3434.643066
	Iteration 148Q: 3 clusters Score -4055255 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -4055269.000000 Penalty: 3434.643066
	Iteration 149Q: 3 clusters Score -4055269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -4055279.500000 Penalty: 3434.643066
	Iteration 150Q: 3 clusters Score -4055280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -4055283.750000 Penalty: 3434.643066
	Iteration 151Q: 3 clusters Score -4055284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -4055282.750000 Penalty: 3434.643066
	Iteration 152Q: 3 clusters Score -4055283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -4055288.250000 Penalty: 3434.643066
	Iteration 153Q: 3 clusters Score -4055288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -4055289.500000 Penalty: 3434.643066
	Iteration 154Q: 3 clusters Score -4055290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -4055294.500000 Penalty: 3434.643066
	Iteration 155Q: 3 clusters Score -4055294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -4055301.500000 Penalty: 3434.643066
	Iteration 156Q: 3 clusters Score -4055302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -4055302.500000 Penalty: 3434.643066
	Iteration 157Q: 3 clusters Score -4055302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -4055311.500000 Penalty: 3434.643066
	Iteration 158Q: 3 clusters Score -4055312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -4055314.750000 Penalty: 3434.643066
	Iteration 159Q: 3 clusters Score -4055315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -4055308.250000 Penalty: 3434.643066
	Iteration 160F: 3 clusters Score -4055308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -4055314.750000 Penalty: 3434.643066
	Iteration 161Q: 3 clusters Score -4055315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -4055319.250000 Penalty: 3434.643066
	Iteration 162Q: 3 clusters Score -4055319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -4055316.250000 Penalty: 3434.643066
	Iteration 163Q: 3 clusters Score -4055316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -4055321.250000 Penalty: 3434.643066
	Iteration 164Q: 3 clusters Score -4055321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -4055330.750000 Penalty: 3434.643066
	Iteration 165Q: 3 clusters Score -4055331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -4055335.000000 Penalty: 3434.643066
	Iteration 166Q: 3 clusters Score -4055335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -4055332.250000 Penalty: 3434.643066
	Iteration 167Q: 3 clusters Score -4055332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -4055341.750000 Penalty: 3434.643066
	Iteration 168Q: 3 clusters Score -4055342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -4055345.000000 Penalty: 3434.643066
	Iteration 169Q: 3 clusters Score -4055345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -4055360.000000 Penalty: 3434.643066
	Iteration 170Q: 3 clusters Score -4055360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -4055379.250000 Penalty: 3434.643066
	Iteration 171Q: 3 clusters Score -4055379 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -4055386.500000 Penalty: 3434.643066
	Iteration 172Q: 3 clusters Score -4055386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -4055396.000000 Penalty: 3434.643066
	Iteration 173Q: 3 clusters Score -4055396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -4055410.500000 Penalty: 3434.643066
	Iteration 174Q: 3 clusters Score -4055410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -4055424.750000 Penalty: 3434.643066
	Iteration 175Q: 3 clusters Score -4055425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -4055426.500000 Penalty: 3434.643066
	Iteration 176Q: 3 clusters Score -4055426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -4055427.750000 Penalty: 3434.643066
	Iteration 177Q: 3 clusters Score -4055428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -4055435.250000 Penalty: 3434.643066
	Iteration 178Q: 3 clusters Score -4055435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -4055440.250000 Penalty: 3434.643066
	Iteration 179Q: 3 clusters Score -4055440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -4055439.500000 Penalty: 3434.643066
	Iteration 180F: 3 clusters Score -4055440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -4055438.750000 Penalty: 3434.643066
	Iteration 181Q: 3 clusters Score -4055439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -4055443.250000 Penalty: 3434.643066
	Iteration 182Q: 3 clusters Score -4055443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -4055444.250000 Penalty: 3434.643066
	Iteration 183Q: 3 clusters Score -4055444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -4055449.250000 Penalty: 3434.643066
	Iteration 184Q: 3 clusters Score -4055449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -4055453.750000 Penalty: 3434.643066
	Iteration 185Q: 3 clusters Score -4055454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -4055459.000000 Penalty: 3434.643066
	Iteration 186Q: 3 clusters Score -4055459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -4055458.000000 Penalty: 3434.643066
	Iteration 187Q: 3 clusters Score -4055458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -4055461.000000 Penalty: 3434.643066
	Iteration 188Q: 3 clusters Score -4055461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -4055466.500000 Penalty: 3434.643066
	Iteration 189Q: 3 clusters Score -4055466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -4055468.250000 Penalty: 3434.643066
	Iteration 190Q: 3 clusters Score -4055468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -4055472.750000 Penalty: 3434.643066
	Iteration 191Q: 3 clusters Score -4055473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -4055471.250000 Penalty: 3434.643066
	Iteration 192Q: 3 clusters Score -4055471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -4055477.750000 Penalty: 3434.643066
	Iteration 193Q: 3 clusters Score -4055478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -4055482.500000 Penalty: 3434.643066
	Iteration 194Q: 3 clusters Score -4055482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -4055485.250000 Penalty: 3434.643066
	Iteration 195Q: 3 clusters Score -4055485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -4055483.000000 Penalty: 3434.643066
	Iteration 196Q: 3 clusters Score -4055483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -4055491.750000 Penalty: 3434.643066
	Iteration 197Q: 3 clusters Score -4055492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -4055492.500000 Penalty: 3434.643066
	Iteration 198Q: 3 clusters Score -4055492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -4055493.750000 Penalty: 3434.643066
	Iteration 199Q: 3 clusters Score -4055494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -4055493.250000 Penalty: 3434.643066
	Iteration 200F: 3 clusters Score -4055493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -4055499.250000 Penalty: 3434.643066
	Iteration 201Q: 3 clusters Score -4055499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -4055496.500000 Penalty: 3434.643066
	Iteration 202Q: 3 clusters Score -4055496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -4055495.250000 Penalty: 3434.643066
	Iteration 203Q: 3 clusters Score -4055495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -4055498.250000 Penalty: 3434.643066
	Iteration 204Q: 3 clusters Score -4055498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -4055500.250000 Penalty: 3434.643066
	Iteration 205Q: 3 clusters Score -4055500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -4055504.500000 Penalty: 3434.643066
	Iteration 206Q: 3 clusters Score -4055504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -4055505.250000 Penalty: 3434.643066
	Iteration 207Q: 3 clusters Score -4055505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -4055504.750000 Penalty: 3434.643066
	Iteration 208Q: 3 clusters Score -4055505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -4055512.250000 Penalty: 3434.643066
	Iteration 209Q: 3 clusters Score -4055512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -4055514.000000 Penalty: 3434.643066
	Iteration 210Q: 3 clusters Score -4055514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -4055511.500000 Penalty: 3434.643066
	Iteration 211Q: 3 clusters Score -4055512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -4055513.000000 Penalty: 3434.643066
	Iteration 212Q: 3 clusters Score -4055513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -4055515.000000 Penalty: 3434.643066
	Iteration 213Q: 3 clusters Score -4055515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -4055511.000000 Penalty: 3434.643066
	Iteration 214Q: 3 clusters Score -4055511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -4055513.000000 Penalty: 3434.643066
	Iteration 215Q: 3 clusters Score -4055513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -4055516.500000 Penalty: 3434.643066
	Iteration 216Q: 3 clusters Score -4055516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -4055513.000000 Penalty: 3434.643066
	Iteration 217Q: 3 clusters Score -4055513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -4055515.250000 Penalty: 3434.643066
	Iteration 218Q: 3 clusters Score -4055515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -4055516.250000 Penalty: 3434.643066
	Iteration 219Q: 3 clusters Score -4055516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -4055517.500000 Penalty: 3434.643066
	Iteration 220F: 3 clusters Score -4055518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -4055518.000000 Penalty: 3434.643066
	Iteration 221Q: 3 clusters Score -4055518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -4055518.000000 Penalty: 3434.643066
	Iteration 222Q: 3 clusters Score -4055518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -4055517.250000 Penalty: 3434.643066
	Iteration 223Q: 3 clusters Score -4055517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -4055524.750000 Penalty: 3434.643066
	Iteration 224Q: 3 clusters Score -4055525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -4055528.500000 Penalty: 3434.643066
	Iteration 225Q: 3 clusters Score -4055528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -4055529.500000 Penalty: 3434.643066
	Iteration 226Q: 3 clusters Score -4055530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -4055531.750000 Penalty: 3434.643066
	Iteration 227Q: 3 clusters Score -4055532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -4055531.750000 Penalty: 3434.643066
	Iteration 228F: 3 clusters Score -4055532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159173 members 
Entering Unmasked Estep 
Score: -16381777.000000 Penalty: 1946.383911
	Iteration 0F: 2 clusters Score -1.638178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79835 members 
Mstep: Class 2 contains 79338 members 
Entering Unmasked Estep 
Score: -16279715.000000 Penalty: 3892.767822
	Iteration 0F: 3 clusters Score -1.627972e+07 nChanged 76868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85389 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -16325233.000000 Penalty: 3892.767822
	Iteration 1F: 3 clusters Score -1.632523e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88866 members 
Mstep: Class 2 contains 70307 members 
Entering Unmasked Estep 
Score: -16326630.000000 Penalty: 3892.767822
	Iteration 2Q: 3 clusters Score -1.632663e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94114 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -16329053.000000 Penalty: 3892.767822
	Iteration 3Q: 3 clusters Score -1.632905e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101513 members 
Mstep: Class 2 contains 57660 members 
Entering Unmasked Estep 
Score: -16333208.000000 Penalty: 3892.767822
	Iteration 4F: 3 clusters Score -1.633321e+07 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111490 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -16340146.000000 Penalty: 3892.767822
	Iteration 5F: 3 clusters Score -1.634015e+07 nChanged 12280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123430 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -16349924.000000 Penalty: 3892.767822
	Iteration 6F: 3 clusters Score -1.634992e+07 nChanged 11992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135094 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -16360671.000000 Penalty: 3892.767822
	Iteration 7F: 3 clusters Score -1.636067e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143865 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -16368656.000000 Penalty: 3892.767822
	Iteration 8F: 3 clusters Score -1.636866e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149196 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -16373385.000000 Penalty: 3892.767822
	Iteration 9Q: 3 clusters Score -1.637338e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152222 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -16375915.000000 Penalty: 3892.767822
	Iteration 10Q: 3 clusters Score -1.637592e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153975 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -16377409.000000 Penalty: 3892.767822
	Iteration 11Q: 3 clusters Score -1.637741e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155006 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -16378229.000000 Penalty: 3892.767822
	Iteration 12Q: 3 clusters Score -1.637823e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155661 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -16378604.000000 Penalty: 3892.767822
	Iteration 13Q: 3 clusters Score -1.63786e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156120 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -16378988.000000 Penalty: 3892.767822
	Iteration 14Q: 3 clusters Score -1.637899e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156446 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -16379187.000000 Penalty: 3892.767822
	Iteration 15Q: 3 clusters Score -1.637919e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156683 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -16379339.000000 Penalty: 3892.767822
	Iteration 16Q: 3 clusters Score -1.637934e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156846 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -16379444.000000 Penalty: 3892.767822
	Iteration 17Q: 3 clusters Score -1.637944e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156983 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -16379534.000000 Penalty: 3892.767822
	Iteration 18Q: 3 clusters Score -1.637953e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157099 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -16379632.000000 Penalty: 3892.767822
	Iteration 19Q: 3 clusters Score -1.637963e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157200 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -16379662.000000 Penalty: 3892.767822
	Iteration 20F: 3 clusters Score -1.637966e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157279 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -16379718.000000 Penalty: 3892.767822
	Iteration 21Q: 3 clusters Score -1.637972e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157345 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -16379760.000000 Penalty: 3892.767822
	Iteration 22Q: 3 clusters Score -1.637976e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157419 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -16379816.000000 Penalty: 3892.767822
	Iteration 23Q: 3 clusters Score -1.637982e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157470 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -16379832.000000 Penalty: 3892.767822
	Iteration 24Q: 3 clusters Score -1.637983e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157515 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -16379860.000000 Penalty: 3892.767822
	Iteration 25Q: 3 clusters Score -1.637986e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157543 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -16379884.000000 Penalty: 3892.767822
	Iteration 26Q: 3 clusters Score -1.637988e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157571 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -16379887.000000 Penalty: 3892.767822
	Iteration 27Q: 3 clusters Score -1.637989e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157602 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -16379901.000000 Penalty: 3892.767822
	Iteration 28Q: 3 clusters Score -1.63799e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157635 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -16379935.000000 Penalty: 3892.767822
	Iteration 29Q: 3 clusters Score -1.637994e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157661 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -16379955.000000 Penalty: 3892.767822
	Iteration 30Q: 3 clusters Score -1.637996e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157686 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -16379962.000000 Penalty: 3892.767822
	Iteration 31Q: 3 clusters Score -1.637996e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157701 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -16379964.000000 Penalty: 3892.767822
	Iteration 32Q: 3 clusters Score -1.637996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157708 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -16379957.000000 Penalty: 3892.767822
	Iteration 33Q: 3 clusters Score -1.637996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157715 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -16379960.000000 Penalty: 3892.767822
	Iteration 34Q: 3 clusters Score -1.637996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157720 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -16379963.000000 Penalty: 3892.767822
	Iteration 35Q: 3 clusters Score -1.637996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157725 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -16379967.000000 Penalty: 3892.767822
	Iteration 36Q: 3 clusters Score -1.637997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157726 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -16379959.000000 Penalty: 3892.767822
	Iteration 37Q: 3 clusters Score -1.637996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157732 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -16379972.000000 Penalty: 3892.767822
	Iteration 38Q: 3 clusters Score -1.637997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157740 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -16379980.000000 Penalty: 3892.767822
	Iteration 39Q: 3 clusters Score -1.637998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157744 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -16379974.000000 Penalty: 3892.767822
	Iteration 40F: 3 clusters Score -1.637997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157748 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -16379989.000000 Penalty: 3892.767822
	Iteration 41Q: 3 clusters Score -1.637999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157752 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -16379990.000000 Penalty: 3892.767822
	Iteration 42Q: 3 clusters Score -1.637999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157758 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -16379996.000000 Penalty: 3892.767822
	Iteration 43Q: 3 clusters Score -1.638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157758 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -16380001.000000 Penalty: 3892.767822
	Iteration 44Q: 3 clusters Score -1.638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157763 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -16379998.000000 Penalty: 3892.767822
	Iteration 45Q: 3 clusters Score -1.638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157767 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -16380004.000000 Penalty: 3892.767822
	Iteration 46Q: 3 clusters Score -1.638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157769 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -16379999.000000 Penalty: 3892.767822
	Iteration 47Q: 3 clusters Score -1.638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157769 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -16379988.000000 Penalty: 3892.767822
	Iteration 48Q: 3 clusters Score -1.637999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157772 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -16379992.000000 Penalty: 3892.767822
	Iteration 49Q: 3 clusters Score -1.637999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157774 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -16380001.000000 Penalty: 3892.767822
	Iteration 50Q: 3 clusters Score -1.638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157774 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -16380001.000000 Penalty: 3892.767822
	Iteration 51F: 3 clusters Score -1.638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Entering Unmasked Estep 
Score: -218326.656250 Penalty: 1235.309082
	Iteration 0F: 2 clusters Score -218326.7 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 1007 members 
Entering Unmasked Estep 
Score: -216187.062500 Penalty: 2470.618164
	Iteration 0F: 3 clusters Score -216187.1 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -216616.453125 Penalty: 2470.618164
	Iteration 1F: 3 clusters Score -216616.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -216720.234375 Penalty: 2470.618164
	Iteration 2F: 3 clusters Score -216720.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -216785.531250 Penalty: 2470.618164
	Iteration 3Q: 3 clusters Score -216785.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -216830.203125 Penalty: 2470.618164
	Iteration 4Q: 3 clusters Score -216830.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -216857.484375 Penalty: 2470.618164
	Iteration 5Q: 3 clusters Score -216857.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -216876.687500 Penalty: 2470.618164
	Iteration 6Q: 3 clusters Score -216876.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -216886.968750 Penalty: 2470.618164
	Iteration 7Q: 3 clusters Score -216887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -216896.390625 Penalty: 2470.618164
	Iteration 8Q: 3 clusters Score -216896.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -216903.062500 Penalty: 2470.618164
	Iteration 9Q: 3 clusters Score -216903.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -216912.781250 Penalty: 2470.618164
	Iteration 10Q: 3 clusters Score -216912.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -216920.234375 Penalty: 2470.618164
	Iteration 11Q: 3 clusters Score -216920.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -216926.843750 Penalty: 2470.618164
	Iteration 12Q: 3 clusters Score -216926.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -216933.968750 Penalty: 2470.618164
	Iteration 13Q: 3 clusters Score -216934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -216938.281250 Penalty: 2470.618164
	Iteration 14Q: 3 clusters Score -216938.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -216945.000000 Penalty: 2470.618164
	Iteration 15Q: 3 clusters Score -216945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -216951.171875 Penalty: 2470.618164
	Iteration 16Q: 3 clusters Score -216951.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -216953.765625 Penalty: 2470.618164
	Iteration 17Q: 3 clusters Score -216953.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -216958.218750 Penalty: 2470.618164
	Iteration 18Q: 3 clusters Score -216958.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -216963.406250 Penalty: 2470.618164
	Iteration 19Q: 3 clusters Score -216963.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -216967.765625 Penalty: 2470.618164
	Iteration 20F: 3 clusters Score -216967.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -216970.421875 Penalty: 2470.618164
	Iteration 21Q: 3 clusters Score -216970.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -216973.250000 Penalty: 2470.618164
	Iteration 22Q: 3 clusters Score -216973.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -216977.828125 Penalty: 2470.618164
	Iteration 23Q: 3 clusters Score -216977.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -216981.203125 Penalty: 2470.618164
	Iteration 24Q: 3 clusters Score -216981.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -216982.812500 Penalty: 2470.618164
	Iteration 25Q: 3 clusters Score -216982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -216983.250000 Penalty: 2470.618164
	Iteration 26Q: 3 clusters Score -216983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -216984.109375 Penalty: 2470.618164
	Iteration 27Q: 3 clusters Score -216984.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -216984.531250 Penalty: 2470.618164
	Iteration 28Q: 3 clusters Score -216984.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -216984.531250 Penalty: 2470.618164
	Iteration 29F: 3 clusters Score -216984.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (132041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132041 members 
Entering Unmasked Estep 
Score: -13432403.000000 Penalty: 1916.015991
	Iteration 0F: 2 clusters Score -1.34324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65956 members 
Mstep: Class 2 contains 66085 members 
Entering Unmasked Estep 
Score: -13344198.000000 Penalty: 3832.031982
	Iteration 0F: 3 clusters Score -1.33442e+07 nChanged 63441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67127 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -13381947.000000 Penalty: 3832.031982
	Iteration 1F: 3 clusters Score -1.338195e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67910 members 
Mstep: Class 2 contains 64131 members 
Entering Unmasked Estep 
Score: -13383016.000000 Penalty: 3832.031982
	Iteration 2Q: 3 clusters Score -1.338302e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -13384167.000000 Penalty: 3832.031982
	Iteration 3Q: 3 clusters Score -1.338417e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70528 members 
Mstep: Class 2 contains 61513 members 
Entering Unmasked Estep 
Score: -13385539.000000 Penalty: 3832.031982
	Iteration 4Q: 3 clusters Score -1.338554e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72616 members 
Mstep: Class 2 contains 59425 members 
Entering Unmasked Estep 
Score: -13387300.000000 Penalty: 3832.031982
	Iteration 5Q: 3 clusters Score -1.33873e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75179 members 
Mstep: Class 2 contains 56862 members 
Entering Unmasked Estep 
Score: -13389042.000000 Penalty: 3832.031982
	Iteration 6Q: 3 clusters Score -1.338904e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -13391066.000000 Penalty: 3832.031982
	Iteration 7Q: 3 clusters Score -1.339107e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82376 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -13393585.000000 Penalty: 3832.031982
	Iteration 8Q: 3 clusters Score -1.339358e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87407 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -13396806.000000 Penalty: 3832.031982
	Iteration 9Q: 3 clusters Score -1.339681e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93441 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -13401054.000000 Penalty: 3832.031982
	Iteration 10F: 3 clusters Score -1.340105e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100164 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -13406356.000000 Penalty: 3832.031982
	Iteration 11F: 3 clusters Score -1.340636e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106749 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -13411946.000000 Penalty: 3832.031982
	Iteration 12F: 3 clusters Score -1.341195e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112563 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -13416881.000000 Penalty: 3832.031982
	Iteration 13Q: 3 clusters Score -1.341688e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117201 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -13420785.000000 Penalty: 3832.031982
	Iteration 14Q: 3 clusters Score -1.342078e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120683 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -13423699.000000 Penalty: 3832.031982
	Iteration 15Q: 3 clusters Score -1.34237e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123237 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -13425670.000000 Penalty: 3832.031982
	Iteration 16Q: 3 clusters Score -1.342567e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125171 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -13427127.000000 Penalty: 3832.031982
	Iteration 17Q: 3 clusters Score -1.342713e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126604 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -13428130.000000 Penalty: 3832.031982
	Iteration 18Q: 3 clusters Score -1.342813e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127660 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -13428903.000000 Penalty: 3832.031982
	Iteration 19Q: 3 clusters Score -1.34289e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128459 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -13429566.000000 Penalty: 3832.031982
	Iteration 20F: 3 clusters Score -1.342957e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129057 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -13429899.000000 Penalty: 3832.031982
	Iteration 21Q: 3 clusters Score -1.34299e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129513 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -13430127.000000 Penalty: 3832.031982
	Iteration 22Q: 3 clusters Score -1.343013e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129869 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -13430341.000000 Penalty: 3832.031982
	Iteration 23Q: 3 clusters Score -1.343034e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130143 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -13430525.000000 Penalty: 3832.031982
	Iteration 24Q: 3 clusters Score -1.343052e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130362 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -13430629.000000 Penalty: 3832.031982
	Iteration 25Q: 3 clusters Score -1.343063e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130519 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -13430713.000000 Penalty: 3832.031982
	Iteration 26Q: 3 clusters Score -1.343071e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130633 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -13430787.000000 Penalty: 3832.031982
	Iteration 27Q: 3 clusters Score -1.343079e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130731 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -13430789.000000 Penalty: 3832.031982
	Iteration 28Q: 3 clusters Score -1.343079e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130812 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -13430818.000000 Penalty: 3832.031982
	Iteration 29Q: 3 clusters Score -1.343082e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130883 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13430833.000000 Penalty: 3832.031982
	Iteration 30Q: 3 clusters Score -1.343083e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130938 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -13430916.000000 Penalty: 3832.031982
	Iteration 31Q: 3 clusters Score -1.343092e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130990 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -13430918.000000 Penalty: 3832.031982
	Iteration 32Q: 3 clusters Score -1.343092e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131030 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -13430952.000000 Penalty: 3832.031982
	Iteration 33Q: 3 clusters Score -1.343095e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131051 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -13430965.000000 Penalty: 3832.031982
	Iteration 34Q: 3 clusters Score -1.343096e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131071 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -13430979.000000 Penalty: 3832.031982
	Iteration 35Q: 3 clusters Score -1.343098e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131092 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -13431000.000000 Penalty: 3832.031982
	Iteration 36Q: 3 clusters Score -1.3431e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131112 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -13430999.000000 Penalty: 3832.031982
	Iteration 37Q: 3 clusters Score -1.3431e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131121 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -13431001.000000 Penalty: 3832.031982
	Iteration 38Q: 3 clusters Score -1.3431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131135 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -13431006.000000 Penalty: 3832.031982
	Iteration 39Q: 3 clusters Score -1.343101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131141 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -13431008.000000 Penalty: 3832.031982
	Iteration 40F: 3 clusters Score -1.343101e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131151 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -13431022.000000 Penalty: 3832.031982
	Iteration 41Q: 3 clusters Score -1.343102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131155 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -13431019.000000 Penalty: 3832.031982
	Iteration 42Q: 3 clusters Score -1.343102e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131167 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -13431015.000000 Penalty: 3832.031982
	Iteration 43Q: 3 clusters Score -1.343102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131171 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -13431026.000000 Penalty: 3832.031982
	Iteration 44Q: 3 clusters Score -1.343103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131178 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -13431034.000000 Penalty: 3832.031982
	Iteration 45Q: 3 clusters Score -1.343103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131185 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -13431040.000000 Penalty: 3832.031982
	Iteration 46Q: 3 clusters Score -1.343104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131191 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -13431055.000000 Penalty: 3832.031982
	Iteration 47Q: 3 clusters Score -1.343106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131202 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -13431044.000000 Penalty: 3832.031982
	Iteration 48Q: 3 clusters Score -1.343104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131206 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -13431041.000000 Penalty: 3832.031982
	Iteration 49Q: 3 clusters Score -1.343104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131213 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -13431049.000000 Penalty: 3832.031982
	Iteration 50Q: 3 clusters Score -1.343105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131219 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -13431050.000000 Penalty: 3832.031982
	Iteration 51Q: 3 clusters Score -1.343105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131223 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -13431056.000000 Penalty: 3832.031982
	Iteration 52Q: 3 clusters Score -1.343106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131226 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -13431058.000000 Penalty: 3832.031982
	Iteration 53Q: 3 clusters Score -1.343106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131228 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -13431048.000000 Penalty: 3832.031982
	Iteration 54Q: 3 clusters Score -1.343105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131227 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -13431047.000000 Penalty: 3832.031982
	Iteration 55Q: 3 clusters Score -1.343105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131226 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -13431050.000000 Penalty: 3832.031982
	Iteration 56Q: 3 clusters Score -1.343105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131225 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -13431054.000000 Penalty: 3832.031982
	Iteration 57Q: 3 clusters Score -1.343105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131225 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -13431054.000000 Penalty: 3832.031982
	Iteration 58F: 3 clusters Score -1.343105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 6677 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 150784 members 
Mstep: Class 5 contains 6006 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 140157 members 
Mstep: Class 11 contains 133052 members 
Mstep: Class 12 contains 163227 members 
Mstep: Class 14 contains 105936 members 
Mstep: Class 15 contains 187609 members 
Mstep: Class 16 contains 11745 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 19 contains 38876 members 
Mstep: Class 20 contains 159173 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 132041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127938224.000000 Penalty: 38861.996094
Iteration 279Q: 18 clusters Score -1.279382e+08 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 6652 members 
Mstep: Class 3 contains 2824 members 
Mstep: Class 4 contains 150766 members 
Mstep: Class 5 contains 6008 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 140010 members 
Mstep: Class 11 contains 133083 members 
Mstep: Class 12 contains 162921 members 
Mstep: Class 14 contains 106622 members 
Mstep: Class 15 contains 186973 members 
Mstep: Class 16 contains 11788 members 
Mstep: Class 17 contains 6072 members 
Mstep: Class 19 contains 39217 members 
Mstep: Class 20 contains 159127 members 
Mstep: Class 21 contains 2007 members 
Mstep: Class 22 contains 132111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127938520.000000 Penalty: 38861.996094
Iteration 280F: 18 clusters Score -1.279385e+08 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 6614 members 
Mstep: Class 3 contains 2829 members 
Mstep: Class 4 contains 150727 members 
Mstep: Class 5 contains 6012 members 
Mstep: Class 8 contains 3896 members 
Mstep: Class 9 contains 139876 members 
Mstep: Class 11 contains 133110 members 
Mstep: Class 12 contains 162637 members 
Mstep: Class 14 contains 107322 members 
Mstep: Class 15 contains 186353 members 
Mstep: Class 16 contains 11831 members 
Mstep: Class 17 contains 6056 members 
Mstep: Class 19 contains 39562 members 
Mstep: Class 20 contains 159075 members 
Mstep: Class 21 contains 2012 members 
Mstep: Class 22 contains 132167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127938648.000000 Penalty: 38861.996094
Iteration 281Q: 18 clusters Score -1.279386e+08 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 6575 members 
Mstep: Class 3 contains 2829 members 
Mstep: Class 4 contains 150709 members 
Mstep: Class 5 contains 6018 members 
Mstep: Class 8 contains 3895 members 
Mstep: Class 9 contains 139743 members 
Mstep: Class 11 contains 133134 members 
Mstep: Class 12 contains 162351 members 
Mstep: Class 14 contains 108015 members 
Mstep: Class 15 contains 185731 members 
Mstep: Class 16 contains 11865 members 
Mstep: Class 17 contains 6031 members 
Mstep: Class 19 contains 39928 members 
Mstep: Class 20 contains 159024 members 
Mstep: Class 21 contains 2017 members 
Mstep: Class 22 contains 132200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127938936.000000 Penalty: 38861.996094
Iteration 282Q: 18 clusters Score -1.279389e+08 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 2831 members 
Mstep: Class 4 contains 150681 members 
Mstep: Class 5 contains 6023 members 
Mstep: Class 8 contains 3894 members 
Mstep: Class 9 contains 139608 members 
Mstep: Class 11 contains 133152 members 
Mstep: Class 12 contains 162009 members 
Mstep: Class 14 contains 108743 members 
Mstep: Class 15 contains 185148 members 
Mstep: Class 16 contains 11905 members 
Mstep: Class 17 contains 6003 members 
Mstep: Class 19 contains 40273 members 
Mstep: Class 20 contains 158987 members 
Mstep: Class 21 contains 2025 members 
Mstep: Class 22 contains 132253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127939192.000000 Penalty: 38861.996094
Iteration 283Q: 18 clusters Score -1.279392e+08 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 6497 members 
Mstep: Class 3 contains 2834 members 
Mstep: Class 4 contains 150667 members 
Mstep: Class 5 contains 6025 members 
Mstep: Class 8 contains 3894 members 
Mstep: Class 9 contains 139470 members 
Mstep: Class 11 contains 133197 members 
Mstep: Class 12 contains 161629 members 
Mstep: Class 14 contains 109474 members 
Mstep: Class 15 contains 184560 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 5966 members 
Mstep: Class 19 contains 40628 members 
Mstep: Class 20 contains 158941 members 
Mstep: Class 21 contains 2032 members 
Mstep: Class 22 contains 132317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127939240.000000 Penalty: 38861.996094
Iteration 284Q: 18 clusters Score -1.279392e+08 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 6460 members 
Mstep: Class 3 contains 2839 members 
Mstep: Class 4 contains 150690 members 
Mstep: Class 5 contains 6027 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 139341 members 
Mstep: Class 11 contains 133234 members 
Mstep: Class 12 contains 161221 members 
Mstep: Class 14 contains 110218 members 
Mstep: Class 15 contains 184015 members 
Mstep: Class 16 contains 11984 members 
Mstep: Class 17 contains 5941 members 
Mstep: Class 19 contains 40940 members 
Mstep: Class 20 contains 158885 members 
Mstep: Class 21 contains 2025 members 
Mstep: Class 22 contains 132364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127939752.000000 Penalty: 38861.996094
Iteration 285Q: 18 clusters Score -1.279398e+08 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 2839 members 
Mstep: Class 4 contains 150692 members 
Mstep: Class 5 contains 6029 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 139205 members 
Mstep: Class 11 contains 133258 members 
Mstep: Class 12 contains 160847 members 
Mstep: Class 14 contains 110973 members 
Mstep: Class 15 contains 183466 members 
Mstep: Class 16 contains 12023 members 
Mstep: Class 17 contains 5922 members 
Mstep: Class 19 contains 41233 members 
Mstep: Class 20 contains 158831 members 
Mstep: Class 21 contains 2024 members 
Mstep: Class 22 contains 132445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127940112.000000 Penalty: 38861.996094
Iteration 286Q: 18 clusters Score -1.279401e+08 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 6367 members 
Mstep: Class 3 contains 2842 members 
Mstep: Class 4 contains 150723 members 
Mstep: Class 5 contains 6034 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 139070 members 
Mstep: Class 11 contains 133283 members 
Mstep: Class 12 contains 160473 members 
Mstep: Class 14 contains 111687 members 
Mstep: Class 15 contains 182896 members 
Mstep: Class 16 contains 12046 members 
Mstep: Class 17 contains 5902 members 
Mstep: Class 19 contains 41553 members 
Mstep: Class 20 contains 158791 members 
Mstep: Class 21 contains 2025 members 
Mstep: Class 22 contains 132519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127940032.000000 Penalty: 38861.996094
Iteration 287Q: 18 clusters Score -1.2794e+08 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 6322 members 
Mstep: Class 3 contains 2844 members 
Mstep: Class 4 contains 150740 members 
Mstep: Class 5 contains 6040 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 138943 members 
Mstep: Class 11 contains 133306 members 
Mstep: Class 12 contains 160022 members 
Mstep: Class 14 contains 112425 members 
Mstep: Class 15 contains 182367 members 
Mstep: Class 16 contains 12069 members 
Mstep: Class 17 contains 5890 members 
Mstep: Class 19 contains 41835 members 
Mstep: Class 20 contains 158771 members 
Mstep: Class 21 contains 2030 members 
Mstep: Class 22 contains 132599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127940416.000000 Penalty: 38861.996094
Iteration 288Q: 18 clusters Score -1.279404e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 6292 members 
Mstep: Class 3 contains 2848 members 
Mstep: Class 4 contains 150765 members 
Mstep: Class 5 contains 6041 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 138770 members 
Mstep: Class 11 contains 133329 members 
Mstep: Class 12 contains 159548 members 
Mstep: Class 14 contains 113246 members 
Mstep: Class 15 contains 181830 members 
Mstep: Class 16 contains 12092 members 
Mstep: Class 17 contains 5873 members 
Mstep: Class 19 contains 42109 members 
Mstep: Class 20 contains 158745 members 
Mstep: Class 21 contains 2036 members 
Mstep: Class 22 contains 132674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127941160.000000 Penalty: 38861.996094
Iteration 289Q: 18 clusters Score -1.279412e+08 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 6251 members 
Mstep: Class 3 contains 2848 members 
Mstep: Class 4 contains 150777 members 
Mstep: Class 5 contains 6042 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 138583 members 
Mstep: Class 11 contains 133354 members 
Mstep: Class 12 contains 159094 members 
Mstep: Class 14 contains 114122 members 
Mstep: Class 15 contains 181336 members 
Mstep: Class 16 contains 12110 members 
Mstep: Class 17 contains 5853 members 
Mstep: Class 19 contains 42354 members 
Mstep: Class 20 contains 158710 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 132709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127941280.000000 Penalty: 38861.996094
Iteration 290Q: 18 clusters Score -1.279413e+08 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 6188 members 
Mstep: Class 3 contains 2847 members 
Mstep: Class 4 contains 150795 members 
Mstep: Class 5 contains 6043 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 138403 members 
Mstep: Class 11 contains 133377 members 
Mstep: Class 12 contains 158671 members 
Mstep: Class 14 contains 114938 members 
Mstep: Class 15 contains 180843 members 
Mstep: Class 16 contains 12138 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 19 contains 42620 members 
Mstep: Class 20 contains 158675 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 132755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127941240.000000 Penalty: 38861.996094
Iteration 291Q: 18 clusters Score -1.279412e+08 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 6130 members 
Mstep: Class 3 contains 2847 members 
Mstep: Class 4 contains 150802 members 
Mstep: Class 5 contains 6048 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 138244 members 
Mstep: Class 11 contains 133376 members 
Mstep: Class 12 contains 158226 members 
Mstep: Class 14 contains 115824 members 
Mstep: Class 15 contains 180360 members 
Mstep: Class 16 contains 12150 members 
Mstep: Class 17 contains 5830 members 
Mstep: Class 19 contains 42864 members 
Mstep: Class 20 contains 158641 members 
Mstep: Class 21 contains 2054 members 
Mstep: Class 22 contains 132780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127941328.000000 Penalty: 38861.996094
Iteration 292Q: 18 clusters Score -1.279413e+08 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 6060 members 
Mstep: Class 3 contains 2852 members 
Mstep: Class 4 contains 150821 members 
Mstep: Class 5 contains 6053 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 138099 members 
Mstep: Class 11 contains 133381 members 
Mstep: Class 12 contains 157754 members 
Mstep: Class 14 contains 116734 members 
Mstep: Class 15 contains 179831 members 
Mstep: Class 16 contains 12167 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 19 contains 43121 members 
Mstep: Class 20 contains 158593 members 
Mstep: Class 21 contains 2058 members 
Mstep: Class 22 contains 132814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127941720.000000 Penalty: 38861.996094
Iteration 293Q: 18 clusters Score -1.279417e+08 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 5990 members 
Mstep: Class 3 contains 2856 members 
Mstep: Class 4 contains 150826 members 
Mstep: Class 5 contains 6059 members 
Mstep: Class 8 contains 3886 members 
Mstep: Class 9 contains 137897 members 
Mstep: Class 11 contains 133403 members 
Mstep: Class 12 contains 157266 members 
Mstep: Class 14 contains 117651 members 
Mstep: Class 15 contains 179334 members 
Mstep: Class 16 contains 12191 members 
Mstep: Class 17 contains 5808 members 
Mstep: Class 19 contains 43362 members 
Mstep: Class 20 contains 158536 members 
Mstep: Class 21 contains 2063 members 
Mstep: Class 22 contains 132881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127942000.000000 Penalty: 38861.996094
Iteration 294Q: 18 clusters Score -1.27942e+08 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 5943 members 
Mstep: Class 3 contains 2861 members 
Mstep: Class 4 contains 150806 members 
Mstep: Class 5 contains 6066 members 
Mstep: Class 8 contains 3884 members 
Mstep: Class 9 contains 137711 members 
Mstep: Class 11 contains 133401 members 
Mstep: Class 12 contains 156729 members 
Mstep: Class 14 contains 118629 members 
Mstep: Class 15 contains 178811 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 5788 members 
Mstep: Class 19 contains 43618 members 
Mstep: Class 20 contains 158514 members 
Mstep: Class 21 contains 2073 members 
Mstep: Class 22 contains 132952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127942312.000000 Penalty: 38861.996094
Iteration 295Q: 18 clusters Score -1.279423e+08 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 5891 members 
Mstep: Class 3 contains 2857 members 
Mstep: Class 4 contains 150785 members 
Mstep: Class 5 contains 6074 members 
Mstep: Class 8 contains 3882 members 
Mstep: Class 9 contains 137552 members 
Mstep: Class 11 contains 133408 members 
Mstep: Class 12 contains 156113 members 
Mstep: Class 14 contains 119623 members 
Mstep: Class 15 contains 178349 members 
Mstep: Class 16 contains 12216 members 
Mstep: Class 17 contains 5767 members 
Mstep: Class 19 contains 43858 members 
Mstep: Class 20 contains 158479 members 
Mstep: Class 21 contains 2075 members 
Mstep: Class 22 contains 133019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127942728.000000 Penalty: 38861.996094
Iteration 296Q: 18 clusters Score -1.279427e+08 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 5836 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 150773 members 
Mstep: Class 5 contains 6082 members 
Mstep: Class 8 contains 3879 members 
Mstep: Class 9 contains 137367 members 
Mstep: Class 11 contains 133411 members 
Mstep: Class 12 contains 155456 members 
Mstep: Class 14 contains 120675 members 
Mstep: Class 15 contains 177884 members 
Mstep: Class 16 contains 12251 members 
Mstep: Class 17 contains 5754 members 
Mstep: Class 19 contains 44073 members 
Mstep: Class 20 contains 158450 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 133092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127942824.000000 Penalty: 38861.996094
Iteration 297Q: 18 clusters Score -1.279428e+08 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 5786 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 150749 members 
Mstep: Class 5 contains 6093 members 
Mstep: Class 8 contains 3879 members 
Mstep: Class 9 contains 137191 members 
Mstep: Class 11 contains 133418 members 
Mstep: Class 12 contains 154812 members 
Mstep: Class 14 contains 121748 members 
Mstep: Class 15 contains 177432 members 
Mstep: Class 16 contains 12278 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 19 contains 44262 members 
Mstep: Class 20 contains 158407 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 133165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127943048.000000 Penalty: 38861.996094
Iteration 298Q: 18 clusters Score -1.27943e+08 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 5729 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 150722 members 
Mstep: Class 5 contains 6105 members 
Mstep: Class 8 contains 3878 members 
Mstep: Class 9 contains 137015 members 
Mstep: Class 11 contains 133421 members 
Mstep: Class 12 contains 154183 members 
Mstep: Class 14 contains 122793 members 
Mstep: Class 15 contains 177015 members 
Mstep: Class 16 contains 12300 members 
Mstep: Class 17 contains 5699 members 
Mstep: Class 19 contains 44422 members 
Mstep: Class 20 contains 158367 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 133258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127943456.000000 Penalty: 38861.996094
Iteration 299Q: 18 clusters Score -1.279435e+08 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 5672 members 
Mstep: Class 3 contains 2854 members 
Mstep: Class 4 contains 150707 members 
Mstep: Class 5 contains 6122 members 
Mstep: Class 8 contains 3877 members 
Mstep: Class 9 contains 136832 members 
Mstep: Class 11 contains 133421 members 
Mstep: Class 12 contains 153576 members 
Mstep: Class 14 contains 123896 members 
Mstep: Class 15 contains 176650 members 
Mstep: Class 16 contains 12318 members 
Mstep: Class 17 contains 5674 members 
Mstep: Class 19 contains 44520 members 
Mstep: Class 20 contains 158293 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 133318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127943896.000000 Penalty: 38861.996094
Iteration 300F: 18 clusters Score -1.279439e+08 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 5617 members 
Mstep: Class 3 contains 2863 members 
Mstep: Class 4 contains 150712 members 
Mstep: Class 5 contains 6132 members 
Mstep: Class 8 contains 3875 members 
Mstep: Class 9 contains 136650 members 
Mstep: Class 11 contains 133412 members 
Mstep: Class 12 contains 152969 members 
Mstep: Class 14 contains 125007 members 
Mstep: Class 15 contains 176259 members 
Mstep: Class 16 contains 12329 members 
Mstep: Class 17 contains 5659 members 
Mstep: Class 19 contains 44628 members 
Mstep: Class 20 contains 158222 members 
Mstep: Class 21 contains 2092 members 
Mstep: Class 22 contains 133373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127943984.000000 Penalty: 38861.996094
Iteration 301Q: 18 clusters Score -1.27944e+08 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 5568 members 
Mstep: Class 3 contains 2865 members 
Mstep: Class 4 contains 150728 members 
Mstep: Class 5 contains 6144 members 
Mstep: Class 8 contains 3873 members 
Mstep: Class 9 contains 136459 members 
Mstep: Class 11 contains 133424 members 
Mstep: Class 12 contains 152375 members 
Mstep: Class 14 contains 126114 members 
Mstep: Class 15 contains 175887 members 
Mstep: Class 16 contains 12346 members 
Mstep: Class 17 contains 5623 members 
Mstep: Class 19 contains 44728 members 
Mstep: Class 20 contains 158137 members 
Mstep: Class 21 contains 2101 members 
Mstep: Class 22 contains 133395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127944264.000000 Penalty: 38861.996094
Iteration 302Q: 18 clusters Score -1.279443e+08 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 5519 members 
Mstep: Class 3 contains 2861 members 
Mstep: Class 4 contains 150752 members 
Mstep: Class 5 contains 6158 members 
Mstep: Class 8 contains 3870 members 
Mstep: Class 9 contains 136320 members 
Mstep: Class 11 contains 133448 members 
Mstep: Class 12 contains 151654 members 
Mstep: Class 14 contains 127252 members 
Mstep: Class 15 contains 175556 members 
Mstep: Class 16 contains 12363 members 
Mstep: Class 17 contains 5584 members 
Mstep: Class 19 contains 44819 members 
Mstep: Class 20 contains 158056 members 
Mstep: Class 21 contains 2101 members 
Mstep: Class 22 contains 133430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127944624.000000 Penalty: 38861.996094
Iteration 303Q: 18 clusters Score -1.279446e+08 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 5482 members 
Mstep: Class 3 contains 2862 members 
Mstep: Class 4 contains 150769 members 
Mstep: Class 5 contains 6172 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 136204 members 
Mstep: Class 11 contains 133455 members 
Mstep: Class 12 contains 150785 members 
Mstep: Class 14 contains 128401 members 
Mstep: Class 15 contains 175257 members 
Mstep: Class 16 contains 12384 members 
Mstep: Class 17 contains 5552 members 
Mstep: Class 19 contains 44939 members 
Mstep: Class 20 contains 158002 members 
Mstep: Class 21 contains 2105 members 
Mstep: Class 22 contains 133481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127944864.000000 Penalty: 38861.996094
Iteration 304Q: 18 clusters Score -1.279449e+08 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 5438 members 
Mstep: Class 3 contains 2862 members 
Mstep: Class 4 contains 150783 members 
Mstep: Class 5 contains 6192 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 136107 members 
Mstep: Class 11 contains 133452 members 
Mstep: Class 12 contains 149775 members 
Mstep: Class 14 contains 129572 members 
Mstep: Class 15 contains 174982 members 
Mstep: Class 16 contains 12408 members 
Mstep: Class 17 contains 5532 members 
Mstep: Class 19 contains 45065 members 
Mstep: Class 20 contains 157982 members 
Mstep: Class 21 contains 2104 members 
Mstep: Class 22 contains 133585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127945216.000000 Penalty: 38861.996094
Iteration 305Q: 18 clusters Score -1.279452e+08 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 2863 members 
Mstep: Class 4 contains 150843 members 
Mstep: Class 5 contains 6222 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 135971 members 
Mstep: Class 11 contains 133466 members 
Mstep: Class 12 contains 148725 members 
Mstep: Class 14 contains 130784 members 
Mstep: Class 15 contains 174712 members 
Mstep: Class 16 contains 12425 members 
Mstep: Class 17 contains 5503 members 
Mstep: Class 19 contains 45180 members 
Mstep: Class 20 contains 157965 members 
Mstep: Class 21 contains 2103 members 
Mstep: Class 22 contains 133669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127945504.000000 Penalty: 38861.996094
Iteration 306Q: 18 clusters Score -1.279455e+08 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 5359 members 
Mstep: Class 3 contains 2859 members 
Mstep: Class 4 contains 150897 members 
Mstep: Class 5 contains 6249 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 135826 members 
Mstep: Class 11 contains 133475 members 
Mstep: Class 12 contains 147561 members 
Mstep: Class 14 contains 132034 members 
Mstep: Class 15 contains 174516 members 
Mstep: Class 16 contains 12451 members 
Mstep: Class 17 contains 5477 members 
Mstep: Class 19 contains 45285 members 
Mstep: Class 20 contains 157950 members 
Mstep: Class 21 contains 2107 members 
Mstep: Class 22 contains 133778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127945792.000000 Penalty: 38861.996094
Iteration 307Q: 18 clusters Score -1.279458e+08 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 5312 members 
Mstep: Class 3 contains 2859 members 
Mstep: Class 4 contains 150955 members 
Mstep: Class 5 contains 6277 members 
Mstep: Class 8 contains 3863 members 
Mstep: Class 9 contains 135716 members 
Mstep: Class 11 contains 133493 members 
Mstep: Class 12 contains 146298 members 
Mstep: Class 14 contains 133279 members 
Mstep: Class 15 contains 174366 members 
Mstep: Class 16 contains 12496 members 
Mstep: Class 17 contains 5459 members 
Mstep: Class 19 contains 45392 members 
Mstep: Class 20 contains 157924 members 
Mstep: Class 21 contains 2110 members 
Mstep: Class 22 contains 133888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127945984.000000 Penalty: 38861.996094
Iteration 308Q: 18 clusters Score -1.27946e+08 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 5281 members 
Mstep: Class 3 contains 2856 members 
Mstep: Class 4 contains 150987 members 
Mstep: Class 5 contains 6308 members 
Mstep: Class 8 contains 3859 members 
Mstep: Class 9 contains 135518 members 
Mstep: Class 11 contains 133517 members 
Mstep: Class 12 contains 145074 members 
Mstep: Class 14 contains 134556 members 
Mstep: Class 15 contains 174206 members 
Mstep: Class 16 contains 12547 members 
Mstep: Class 17 contains 5449 members 
Mstep: Class 19 contains 45571 members 
Mstep: Class 20 contains 157891 members 
Mstep: Class 21 contains 2107 members 
Mstep: Class 22 contains 133981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127946032.000000 Penalty: 38861.996094
Iteration 309Q: 18 clusters Score -1.27946e+08 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 5233 members 
Mstep: Class 3 contains 2852 members 
Mstep: Class 4 contains 151031 members 
Mstep: Class 5 contains 6332 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 135291 members 
Mstep: Class 11 contains 133543 members 
Mstep: Class 12 contains 143729 members 
Mstep: Class 14 contains 135806 members 
Mstep: Class 15 contains 174086 members 
Mstep: Class 16 contains 12614 members 
Mstep: Class 17 contains 5452 members 
Mstep: Class 19 contains 45785 members 
Mstep: Class 20 contains 157884 members 
Mstep: Class 21 contains 2103 members 
Mstep: Class 22 contains 134122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127946416.000000 Penalty: 38861.996094
Iteration 310Q: 18 clusters Score -1.279464e+08 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 5199 members 
Mstep: Class 3 contains 2856 members 
Mstep: Class 4 contains 151088 members 
Mstep: Class 5 contains 6353 members 
Mstep: Class 8 contains 3853 members 
Mstep: Class 9 contains 135143 members 
Mstep: Class 11 contains 133578 members 
Mstep: Class 12 contains 142094 members 
Mstep: Class 14 contains 137098 members 
Mstep: Class 15 contains 173961 members 
Mstep: Class 16 contains 12662 members 
Mstep: Class 17 contains 5449 members 
Mstep: Class 19 contains 46072 members 
Mstep: Class 20 contains 157905 members 
Mstep: Class 21 contains 2103 members 
Mstep: Class 22 contains 134303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127946432.000000 Penalty: 38861.996094
Iteration 311Q: 18 clusters Score -1.279464e+08 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 5146 members 
Mstep: Class 3 contains 2860 members 
Mstep: Class 4 contains 151205 members 
Mstep: Class 5 contains 6384 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 135044 members 
Mstep: Class 11 contains 133614 members 
Mstep: Class 12 contains 140364 members 
Mstep: Class 14 contains 138389 members 
Mstep: Class 15 contains 173840 members 
Mstep: Class 16 contains 12713 members 
Mstep: Class 17 contains 5451 members 
Mstep: Class 19 contains 46350 members 
Mstep: Class 20 contains 157911 members 
Mstep: Class 21 contains 2103 members 
Mstep: Class 22 contains 134493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127946408.000000 Penalty: 38861.996094
Iteration 312Q: 18 clusters Score -1.279464e+08 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 5086 members 
Mstep: Class 3 contains 2854 members 
Mstep: Class 4 contains 151296 members 
Mstep: Class 5 contains 6414 members 
Mstep: Class 8 contains 3849 members 
Mstep: Class 9 contains 134993 members 
Mstep: Class 11 contains 133662 members 
Mstep: Class 12 contains 138653 members 
Mstep: Class 14 contains 139724 members 
Mstep: Class 15 contains 173662 members 
Mstep: Class 16 contains 12756 members 
Mstep: Class 17 contains 5456 members 
Mstep: Class 19 contains 46599 members 
Mstep: Class 20 contains 157907 members 
Mstep: Class 21 contains 2101 members 
Mstep: Class 22 contains 134705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127946200.000000 Penalty: 38861.996094
Iteration 313Q: 18 clusters Score -1.279462e+08 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 5039 members 
Mstep: Class 3 contains 2854 members 
Mstep: Class 4 contains 151365 members 
Mstep: Class 5 contains 6446 members 
Mstep: Class 8 contains 3847 members 
Mstep: Class 9 contains 134898 members 
Mstep: Class 11 contains 133704 members 
Mstep: Class 12 contains 137030 members 
Mstep: Class 14 contains 141109 members 
Mstep: Class 15 contains 173445 members 
Mstep: Class 16 contains 12809 members 
Mstep: Class 17 contains 5462 members 
Mstep: Class 19 contains 46878 members 
Mstep: Class 20 contains 157877 members 
Mstep: Class 21 contains 2101 members 
Mstep: Class 22 contains 134871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127947072.000000 Penalty: 38861.996094
Iteration 314Q: 18 clusters Score -1.279471e+08 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 2853 members 
Mstep: Class 4 contains 151380 members 
Mstep: Class 5 contains 6471 members 
Mstep: Class 8 contains 3846 members 
Mstep: Class 9 contains 134802 members 
Mstep: Class 11 contains 133758 members 
Mstep: Class 12 contains 135430 members 
Mstep: Class 14 contains 142615 members 
Mstep: Class 15 contains 173218 members 
Mstep: Class 16 contains 12842 members 
Mstep: Class 17 contains 5475 members 
Mstep: Class 19 contains 47173 members 
Mstep: Class 20 contains 157795 members 
Mstep: Class 21 contains 2102 members 
Mstep: Class 22 contains 134985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127947480.000000 Penalty: 38861.996094
Iteration 315Q: 18 clusters Score -1.279475e+08 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 2849 members 
Mstep: Class 4 contains 151396 members 
Mstep: Class 5 contains 6495 members 
Mstep: Class 8 contains 3846 members 
Mstep: Class 9 contains 134695 members 
Mstep: Class 11 contains 133815 members 
Mstep: Class 12 contains 133678 members 
Mstep: Class 14 contains 144303 members 
Mstep: Class 15 contains 172999 members 
Mstep: Class 16 contains 12846 members 
Mstep: Class 17 contains 5485 members 
Mstep: Class 19 contains 47477 members 
Mstep: Class 20 contains 157704 members 
Mstep: Class 21 contains 2100 members 
Mstep: Class 22 contains 135068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127947736.000000 Penalty: 38861.996094
Iteration 316Q: 18 clusters Score -1.279477e+08 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 4914 members 
Mstep: Class 3 contains 2848 members 
Mstep: Class 4 contains 151389 members 
Mstep: Class 5 contains 6531 members 
Mstep: Class 8 contains 3844 members 
Mstep: Class 9 contains 134537 members 
Mstep: Class 11 contains 133865 members 
Mstep: Class 12 contains 131966 members 
Mstep: Class 14 contains 146137 members 
Mstep: Class 15 contains 172788 members 
Mstep: Class 16 contains 12835 members 
Mstep: Class 17 contains 5490 members 
Mstep: Class 19 contains 47808 members 
Mstep: Class 20 contains 157545 members 
Mstep: Class 21 contains 2100 members 
Mstep: Class 22 contains 135109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127948304.000000 Penalty: 38861.996094
Iteration 317Q: 18 clusters Score -1.279483e+08 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 2847 members 
Mstep: Class 4 contains 151383 members 
Mstep: Class 5 contains 6566 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 134315 members 
Mstep: Class 11 contains 133915 members 
Mstep: Class 12 contains 130141 members 
Mstep: Class 14 contains 148074 members 
Mstep: Class 15 contains 172540 members 
Mstep: Class 16 contains 12842 members 
Mstep: Class 17 contains 5510 members 
Mstep: Class 19 contains 48203 members 
Mstep: Class 20 contains 157378 members 
Mstep: Class 21 contains 2096 members 
Mstep: Class 22 contains 135165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127948560.000000 Penalty: 38861.996094
Iteration 318Q: 18 clusters Score -1.279486e+08 nChanged 4578
Entering ConstructFrom: 
Score: -127948560.000000 Penalty: 38861.996094
Entering ConstructFrom: 
Trying to split cluster 1 (37136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Entering Unmasked Estep 
Score: -3643876.000000 Penalty: 1709.880493
	Iteration 0F: 2 clusters Score -3643876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3619201.750000 Penalty: 3419.760986
	Iteration 0F: 3 clusters Score -3619202 nChanged 17065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -3628458.750000 Penalty: 3419.760986
	Iteration 1F: 3 clusters Score -3628459 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -3628926.000000 Penalty: 3419.760986
	Iteration 2Q: 3 clusters Score -3628926 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -3629596.750000 Penalty: 3419.760986
	Iteration 3Q: 3 clusters Score -3629597 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -3630569.250000 Penalty: 3419.760986
	Iteration 4F: 3 clusters Score -3630569 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -3632132.000000 Penalty: 3419.760986
	Iteration 5F: 3 clusters Score -3632132 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -3634340.000000 Penalty: 3419.760986
	Iteration 6F: 3 clusters Score -3634340 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -3636943.500000 Penalty: 3419.760986
	Iteration 7F: 3 clusters Score -3636944 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -3639389.500000 Penalty: 3419.760986
	Iteration 8F: 3 clusters Score -3639390 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -3641082.250000 Penalty: 3419.760986
	Iteration 9Q: 3 clusters Score -3641082 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -3641822.750000 Penalty: 3419.760986
	Iteration 10Q: 3 clusters Score -3641823 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -3642120.000000 Penalty: 3419.760986
	Iteration 11Q: 3 clusters Score -3642120 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -3642248.000000 Penalty: 3419.760986
	Iteration 12Q: 3 clusters Score -3642248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -3642315.750000 Penalty: 3419.760986
	Iteration 13Q: 3 clusters Score -3642316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -3642355.750000 Penalty: 3419.760986
	Iteration 14Q: 3 clusters Score -3642356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -3642389.000000 Penalty: 3419.760986
	Iteration 15Q: 3 clusters Score -3642389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -3642412.250000 Penalty: 3419.760986
	Iteration 16Q: 3 clusters Score -3642412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -3642432.750000 Penalty: 3419.760986
	Iteration 17Q: 3 clusters Score -3642433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -3642450.000000 Penalty: 3419.760986
	Iteration 18Q: 3 clusters Score -3642450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -3642456.000000 Penalty: 3419.760986
	Iteration 19Q: 3 clusters Score -3642456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -3642463.000000 Penalty: 3419.760986
	Iteration 20F: 3 clusters Score -3642463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -3642469.000000 Penalty: 3419.760986
	Iteration 21Q: 3 clusters Score -3642469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -3642473.750000 Penalty: 3419.760986
	Iteration 22Q: 3 clusters Score -3642474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -3642483.000000 Penalty: 3419.760986
	Iteration 23Q: 3 clusters Score -3642483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -3642485.500000 Penalty: 3419.760986
	Iteration 24Q: 3 clusters Score -3642486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -3642488.500000 Penalty: 3419.760986
	Iteration 25Q: 3 clusters Score -3642488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -3642488.500000 Penalty: 3419.760986
	Iteration 26F: 3 clusters Score -3642488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Entering Unmasked Estep 
Score: -505544.562500 Penalty: 1378.926636
	Iteration 0F: 2 clusters Score -505544.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -501631.156250 Penalty: 2757.853271
	Iteration 0F: 3 clusters Score -501631.2 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -502648.250000 Penalty: 2757.853271
	Iteration 1F: 3 clusters Score -502648.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -502810.468750 Penalty: 2757.853271
	Iteration 2F: 3 clusters Score -502810.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -502919.843750 Penalty: 2757.853271
	Iteration 3F: 3 clusters Score -502919.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -503006.625000 Penalty: 2757.853271
	Iteration 4Q: 3 clusters Score -503006.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -503075.187500 Penalty: 2757.853271
	Iteration 5Q: 3 clusters Score -503075.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -503131.500000 Penalty: 2757.853271
	Iteration 6Q: 3 clusters Score -503131.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -503184.468750 Penalty: 2757.853271
	Iteration 7Q: 3 clusters Score -503184.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -503223.343750 Penalty: 2757.853271
	Iteration 8Q: 3 clusters Score -503223.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -503251.875000 Penalty: 2757.853271
	Iteration 9Q: 3 clusters Score -503251.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -503286.656250 Penalty: 2757.853271
	Iteration 10Q: 3 clusters Score -503286.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -503325.968750 Penalty: 2757.853271
	Iteration 11Q: 3 clusters Score -503326 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -503375.781250 Penalty: 2757.853271
	Iteration 12Q: 3 clusters Score -503375.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -503430.250000 Penalty: 2757.853271
	Iteration 13Q: 3 clusters Score -503430.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -503508.000000 Penalty: 2757.853271
	Iteration 14Q: 3 clusters Score -503508 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -503598.781250 Penalty: 2757.853271
	Iteration 15Q: 3 clusters Score -503598.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -503698.062500 Penalty: 2757.853271
	Iteration 16Q: 3 clusters Score -503698.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -503783.843750 Penalty: 2757.853271
	Iteration 17Q: 3 clusters Score -503783.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -503870.968750 Penalty: 2757.853271
	Iteration 18Q: 3 clusters Score -503871 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -503949.156250 Penalty: 2757.853271
	Iteration 19Q: 3 clusters Score -503949.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -504018.531250 Penalty: 2757.853271
	Iteration 20F: 3 clusters Score -504018.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -504088.031250 Penalty: 2757.853271
	Iteration 21Q: 3 clusters Score -504088 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -504139.656250 Penalty: 2757.853271
	Iteration 22Q: 3 clusters Score -504139.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -504182.406250 Penalty: 2757.853271
	Iteration 23Q: 3 clusters Score -504182.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -504223.593750 Penalty: 2757.853271
	Iteration 24Q: 3 clusters Score -504223.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -504258.062500 Penalty: 2757.853271
	Iteration 25Q: 3 clusters Score -504258.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -504273.875000 Penalty: 2757.853271
	Iteration 26Q: 3 clusters Score -504273.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -504288.343750 Penalty: 2757.853271
	Iteration 27Q: 3 clusters Score -504288.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -504300.656250 Penalty: 2757.853271
	Iteration 28Q: 3 clusters Score -504300.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -504307.312500 Penalty: 2757.853271
	Iteration 29Q: 3 clusters Score -504307.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -504310.156250 Penalty: 2757.853271
	Iteration 30Q: 3 clusters Score -504310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -504312.031250 Penalty: 2757.853271
	Iteration 31Q: 3 clusters Score -504312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -504314.218750 Penalty: 2757.853271
	Iteration 32Q: 3 clusters Score -504314.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -504324.968750 Penalty: 2757.853271
	Iteration 33Q: 3 clusters Score -504325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -504329.250000 Penalty: 2757.853271
	Iteration 34Q: 3 clusters Score -504329.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -504332.156250 Penalty: 2757.853271
	Iteration 35Q: 3 clusters Score -504332.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -504334.312500 Penalty: 2757.853271
	Iteration 36Q: 3 clusters Score -504334.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -504337.250000 Penalty: 2757.853271
	Iteration 37Q: 3 clusters Score -504337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -504338.937500 Penalty: 2757.853271
	Iteration 38Q: 3 clusters Score -504338.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -504339.937500 Penalty: 2757.853271
	Iteration 39Q: 3 clusters Score -504339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -504341.406250 Penalty: 2757.853271
	Iteration 40F: 3 clusters Score -504341.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -504341.875000 Penalty: 2757.853271
	Iteration 41Q: 3 clusters Score -504341.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -504341.875000 Penalty: 2757.853271
	Iteration 42F: 3 clusters Score -504341.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Entering Unmasked Estep 
Score: -250666.609375 Penalty: 1292.299927
	Iteration 0F: 2 clusters Score -250666.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -248081.734375 Penalty: 2584.599854
	Iteration 0F: 3 clusters Score -248081.7 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -248946.234375 Penalty: 2584.599854
	Iteration 1F: 3 clusters Score -248946.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -249194.921875 Penalty: 2584.599854
	Iteration 2F: 3 clusters Score -249194.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -249420.640625 Penalty: 2584.599854
	Iteration 3F: 3 clusters Score -249420.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -249600.500000 Penalty: 2584.599854
	Iteration 4F: 3 clusters Score -249600.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -249732.093750 Penalty: 2584.599854
	Iteration 5Q: 3 clusters Score -249732.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -249805.937500 Penalty: 2584.599854
	Iteration 6Q: 3 clusters Score -249805.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -249869.562500 Penalty: 2584.599854
	Iteration 7Q: 3 clusters Score -249869.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -249909.546875 Penalty: 2584.599854
	Iteration 8Q: 3 clusters Score -249909.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -249927.921875 Penalty: 2584.599854
	Iteration 9Q: 3 clusters Score -249927.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -249940.906250 Penalty: 2584.599854
	Iteration 10Q: 3 clusters Score -249940.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -249947.734375 Penalty: 2584.599854
	Iteration 11Q: 3 clusters Score -249947.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -249954.656250 Penalty: 2584.599854
	Iteration 12Q: 3 clusters Score -249954.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -249957.578125 Penalty: 2584.599854
	Iteration 13Q: 3 clusters Score -249957.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -249960.593750 Penalty: 2584.599854
	Iteration 14Q: 3 clusters Score -249960.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -249964.296875 Penalty: 2584.599854
	Iteration 15Q: 3 clusters Score -249964.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -249968.328125 Penalty: 2584.599854
	Iteration 16Q: 3 clusters Score -249968.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -249970.156250 Penalty: 2584.599854
	Iteration 17Q: 3 clusters Score -249970.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -249971.500000 Penalty: 2584.599854
	Iteration 18Q: 3 clusters Score -249971.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -249972.500000 Penalty: 2584.599854
	Iteration 19Q: 3 clusters Score -249972.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -249974.828125 Penalty: 2584.599854
	Iteration 20F: 3 clusters Score -249974.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -249975.328125 Penalty: 2584.599854
	Iteration 21Q: 3 clusters Score -249975.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -249977.062500 Penalty: 2584.599854
	Iteration 22Q: 3 clusters Score -249977.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -249977.859375 Penalty: 2584.599854
	Iteration 23Q: 3 clusters Score -249977.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -249979.468750 Penalty: 2584.599854
	Iteration 24Q: 3 clusters Score -249979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -249980.562500 Penalty: 2584.599854
	Iteration 25Q: 3 clusters Score -249980.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -249983.937500 Penalty: 2584.599854
	Iteration 26Q: 3 clusters Score -249983.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -249984.390625 Penalty: 2584.599854
	Iteration 27Q: 3 clusters Score -249984.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -249984.546875 Penalty: 2584.599854
	Iteration 28Q: 3 clusters Score -249984.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -249984.546875 Penalty: 2584.599854
	Iteration 29F: 3 clusters Score -249984.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (151354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151354 members 
Entering Unmasked Estep 
Score: -15403154.000000 Penalty: 1938.198730
	Iteration 0F: 2 clusters Score -1.540315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75438 members 
Mstep: Class 2 contains 75916 members 
Entering Unmasked Estep 
Score: -15302491.000000 Penalty: 3876.397461
	Iteration 0F: 3 clusters Score -1.530249e+07 nChanged 73011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71357 members 
Mstep: Class 2 contains 79997 members 
Entering Unmasked Estep 
Score: -15344704.000000 Penalty: 3876.397461
	Iteration 1F: 3 clusters Score -1.53447e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68909 members 
Mstep: Class 2 contains 82445 members 
Entering Unmasked Estep 
Score: -15345593.000000 Penalty: 3876.397461
	Iteration 2Q: 3 clusters Score -1.534559e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65054 members 
Mstep: Class 2 contains 86300 members 
Entering Unmasked Estep 
Score: -15347101.000000 Penalty: 3876.397461
	Iteration 3Q: 3 clusters Score -1.53471e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 92342 members 
Entering Unmasked Estep 
Score: -15349701.000000 Penalty: 3876.397461
	Iteration 4Q: 3 clusters Score -1.53497e+07 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 101572 members 
Entering Unmasked Estep 
Score: -15355060.000000 Penalty: 3876.397461
	Iteration 5F: 3 clusters Score -1.535506e+07 nChanged 12990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 114554 members 
Entering Unmasked Estep 
Score: -15364985.000000 Penalty: 3876.397461
	Iteration 6F: 3 clusters Score -1.536498e+07 nChanged 15230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 129782 members 
Entering Unmasked Estep 
Score: -15379549.000000 Penalty: 3876.397461
	Iteration 7F: 3 clusters Score -1.537955e+07 nChanged 12906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 142688 members 
Entering Unmasked Estep 
Score: -15393088.000000 Penalty: 3876.397461
	Iteration 8F: 3 clusters Score -1.539309e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 149066 members 
Entering Unmasked Estep 
Score: -15399257.000000 Penalty: 3876.397461
	Iteration 9Q: 3 clusters Score -1.539926e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 150835 members 
Entering Unmasked Estep 
Score: -15400884.000000 Penalty: 3876.397461
	Iteration 10Q: 3 clusters Score -1.540088e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 151157 members 
Entering Unmasked Estep 
Score: -15401203.000000 Penalty: 3876.397461
	Iteration 11Q: 3 clusters Score -1.54012e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 151219 members 
Entering Unmasked Estep 
Score: -15401305.000000 Penalty: 3876.397461
	Iteration 12Q: 3 clusters Score -1.54013e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 151229 members 
Entering Unmasked Estep 
Score: -15401361.000000 Penalty: 3876.397461
	Iteration 13Q: 3 clusters Score -1.540136e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 151239 members 
Entering Unmasked Estep 
Score: -15401377.000000 Penalty: 3876.397461
	Iteration 14Q: 3 clusters Score -1.540138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 151243 members 
Entering Unmasked Estep 
Score: -15401397.000000 Penalty: 3876.397461
	Iteration 15Q: 3 clusters Score -1.54014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 151247 members 
Entering Unmasked Estep 
Score: -15401412.000000 Penalty: 3876.397461
	Iteration 16Q: 3 clusters Score -1.540141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 151245 members 
Entering Unmasked Estep 
Score: -15401435.000000 Penalty: 3876.397461
	Iteration 17Q: 3 clusters Score -1.540144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 151246 members 
Entering Unmasked Estep 
Score: -15401450.000000 Penalty: 3876.397461
	Iteration 18Q: 3 clusters Score -1.540145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 151243 members 
Entering Unmasked Estep 
Score: -15401443.000000 Penalty: 3876.397461
	Iteration 19Q: 3 clusters Score -1.540144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 151244 members 
Entering Unmasked Estep 
Score: -15401455.000000 Penalty: 3876.397461
	Iteration 20F: 3 clusters Score -1.540146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Entering Unmasked Estep 
Score: -621929.125000 Penalty: 1429.232910
	Iteration 0F: 2 clusters Score -621929.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -616955.875000 Penalty: 2858.465820
	Iteration 0F: 3 clusters Score -616955.9 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -618826.250000 Penalty: 2858.465820
	Iteration 1F: 3 clusters Score -618826.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -619650.750000 Penalty: 2858.465820
	Iteration 2F: 3 clusters Score -619650.8 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -620549.687500 Penalty: 2858.465820
	Iteration 3F: 3 clusters Score -620549.7 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -621191.812500 Penalty: 2858.465820
	Iteration 4F: 3 clusters Score -621191.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -621567.250000 Penalty: 2858.465820
	Iteration 5F: 3 clusters Score -621567.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -621765.687500 Penalty: 2858.465820
	Iteration 6Q: 3 clusters Score -621765.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -621843.250000 Penalty: 2858.465820
	Iteration 7Q: 3 clusters Score -621843.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -621881.937500 Penalty: 2858.465820
	Iteration 8Q: 3 clusters Score -621881.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -621894.937500 Penalty: 2858.465820
	Iteration 9Q: 3 clusters Score -621894.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -621905.750000 Penalty: 2858.465820
	Iteration 10Q: 3 clusters Score -621905.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -621909.687500 Penalty: 2858.465820
	Iteration 11Q: 3 clusters Score -621909.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -621913.187500 Penalty: 2858.465820
	Iteration 12Q: 3 clusters Score -621913.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -621915.375000 Penalty: 2858.465820
	Iteration 13Q: 3 clusters Score -621915.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -621918.250000 Penalty: 2858.465820
	Iteration 14Q: 3 clusters Score -621918.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -621919.562500 Penalty: 2858.465820
	Iteration 15Q: 3 clusters Score -621919.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -621921.000000 Penalty: 2858.465820
	Iteration 16Q: 3 clusters Score -621921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -621923.750000 Penalty: 2858.465820
	Iteration 17Q: 3 clusters Score -621923.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -621924.875000 Penalty: 2858.465820
	Iteration 18Q: 3 clusters Score -621924.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -621927.125000 Penalty: 2858.465820
	Iteration 19Q: 3 clusters Score -621927.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -621929.875000 Penalty: 2858.465820
	Iteration 20F: 3 clusters Score -621929.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -621930.625000 Penalty: 2858.465820
	Iteration 21Q: 3 clusters Score -621930.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -621930.875000 Penalty: 2858.465820
	Iteration 22Q: 3 clusters Score -621930.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -621932.250000 Penalty: 2858.465820
	Iteration 23Q: 3 clusters Score -621932.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -621932.312500 Penalty: 2858.465820
	Iteration 24Q: 3 clusters Score -621932.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -621932.500000 Penalty: 2858.465820
	Iteration 25Q: 3 clusters Score -621932.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -621934.375000 Penalty: 2858.465820
	Iteration 26Q: 3 clusters Score -621934.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -621935.500000 Penalty: 2858.465820
	Iteration 27Q: 3 clusters Score -621935.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -621935.687500 Penalty: 2858.465820
	Iteration 28Q: 3 clusters Score -621935.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -621937.062500 Penalty: 2858.465820
	Iteration 29Q: 3 clusters Score -621937.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -621940.625000 Penalty: 2858.465820
	Iteration 30Q: 3 clusters Score -621940.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -621942.562500 Penalty: 2858.465820
	Iteration 31Q: 3 clusters Score -621942.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -621943.562500 Penalty: 2858.465820
	Iteration 32Q: 3 clusters Score -621943.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -621946.062500 Penalty: 2858.465820
	Iteration 33Q: 3 clusters Score -621946.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -621946.312500 Penalty: 2858.465820
	Iteration 34Q: 3 clusters Score -621946.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -621949.187500 Penalty: 2858.465820
	Iteration 35Q: 3 clusters Score -621949.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -621949.000000 Penalty: 2858.465820
	Iteration 36Q: 3 clusters Score -621949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -621949.312500 Penalty: 2858.465820
	Iteration 37Q: 3 clusters Score -621949.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -621949.125000 Penalty: 2858.465820
	Iteration 38Q: 3 clusters Score -621949.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -621949.062500 Penalty: 2858.465820
	Iteration 39Q: 3 clusters Score -621949.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -621950.437500 Penalty: 2858.465820
	Iteration 40F: 3 clusters Score -621950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -621949.687500 Penalty: 2858.465820
	Iteration 41Q: 3 clusters Score -621949.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -621950.125000 Penalty: 2858.465820
	Iteration 42Q: 3 clusters Score -621950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -621950.000000 Penalty: 2858.465820
	Iteration 43Q: 3 clusters Score -621950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -621949.000000 Penalty: 2858.465820
	Iteration 44Q: 3 clusters Score -621949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -621949.625000 Penalty: 2858.465820
	Iteration 45Q: 3 clusters Score -621949.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -621950.312500 Penalty: 2858.465820
	Iteration 46Q: 3 clusters Score -621950.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -621951.750000 Penalty: 2858.465820
	Iteration 47Q: 3 clusters Score -621951.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -621951.437500 Penalty: 2858.465820
	Iteration 48Q: 3 clusters Score -621951.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -621953.500000 Penalty: 2858.465820
	Iteration 49Q: 3 clusters Score -621953.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -621954.312500 Penalty: 2858.465820
	Iteration 50Q: 3 clusters Score -621954.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -621954.875000 Penalty: 2858.465820
	Iteration 51Q: 3 clusters Score -621954.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -621953.625000 Penalty: 2858.465820
	Iteration 52Q: 3 clusters Score -621953.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -621954.750000 Penalty: 2858.465820
	Iteration 53Q: 3 clusters Score -621954.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -621955.250000 Penalty: 2858.465820
	Iteration 54Q: 3 clusters Score -621955.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -621955.500000 Penalty: 2858.465820
	Iteration 55Q: 3 clusters Score -621955.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -621955.062500 Penalty: 2858.465820
	Iteration 56Q: 3 clusters Score -621955.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -621954.687500 Penalty: 2858.465820
	Iteration 57Q: 3 clusters Score -621954.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -621955.625000 Penalty: 2858.465820
	Iteration 58Q: 3 clusters Score -621955.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -621955.187500 Penalty: 2858.465820
	Iteration 59Q: 3 clusters Score -621955.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -621955.500000 Penalty: 2858.465820
	Iteration 60F: 3 clusters Score -621955.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 4845 members 
Mstep: Class 3 contains 2843 members 
Mstep: Class 4 contains 151354 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 5435 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 134034 members 
Mstep: Class 11 contains 133960 members 
Mstep: Class 12 contains 128287 members 
Mstep: Class 14 contains 150021 members 
Mstep: Class 15 contains 172287 members 
Mstep: Class 16 contains 12856 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 19 contains 48720 members 
Mstep: Class 20 contains 157196 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 135198 members 
Entering Unmasked Estep 
Score: -127947080.000000 Penalty: 41147.996094
Splitting cluster 5 changes total score from -127948560.000000 to -127947080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (3843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Entering Unmasked Estep 
Score: -396460.468750 Penalty: 1341.276367
	Iteration 0F: 2 clusters Score -396460.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -393235.000000 Penalty: 2682.552734
	Iteration 0F: 3 clusters Score -393235 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -394072.968750 Penalty: 2682.552734
	Iteration 1F: 3 clusters Score -394073 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -394198.750000 Penalty: 2682.552734
	Iteration 2F: 3 clusters Score -394198.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -394293.937500 Penalty: 2682.552734
	Iteration 3Q: 3 clusters Score -394293.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -394391.312500 Penalty: 2682.552734
	Iteration 4Q: 3 clusters Score -394391.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -394510.156250 Penalty: 2682.552734
	Iteration 5Q: 3 clusters Score -394510.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -394648.968750 Penalty: 2682.552734
	Iteration 6Q: 3 clusters Score -394649 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -394820.312500 Penalty: 2682.552734
	Iteration 7F: 3 clusters Score -394820.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -394977.687500 Penalty: 2682.552734
	Iteration 8F: 3 clusters Score -394977.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -395106.968750 Penalty: 2682.552734
	Iteration 9Q: 3 clusters Score -395107 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -395205.656250 Penalty: 2682.552734
	Iteration 10Q: 3 clusters Score -395205.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -395279.593750 Penalty: 2682.552734
	Iteration 11Q: 3 clusters Score -395279.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -395321.812500 Penalty: 2682.552734
	Iteration 12Q: 3 clusters Score -395321.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -395358.406250 Penalty: 2682.552734
	Iteration 13Q: 3 clusters Score -395358.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -395392.156250 Penalty: 2682.552734
	Iteration 14Q: 3 clusters Score -395392.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -395423.500000 Penalty: 2682.552734
	Iteration 15Q: 3 clusters Score -395423.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -395447.406250 Penalty: 2682.552734
	Iteration 16Q: 3 clusters Score -395447.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -395460.812500 Penalty: 2682.552734
	Iteration 17Q: 3 clusters Score -395460.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -395476.093750 Penalty: 2682.552734
	Iteration 18Q: 3 clusters Score -395476.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -395493.062500 Penalty: 2682.552734
	Iteration 19Q: 3 clusters Score -395493.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -395506.968750 Penalty: 2682.552734
	Iteration 20F: 3 clusters Score -395507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -395519.500000 Penalty: 2682.552734
	Iteration 21Q: 3 clusters Score -395519.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -395529.968750 Penalty: 2682.552734
	Iteration 22Q: 3 clusters Score -395530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -395537.843750 Penalty: 2682.552734
	Iteration 23Q: 3 clusters Score -395537.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -395542.906250 Penalty: 2682.552734
	Iteration 24Q: 3 clusters Score -395542.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -395546.718750 Penalty: 2682.552734
	Iteration 25Q: 3 clusters Score -395546.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -395550.031250 Penalty: 2682.552734
	Iteration 26Q: 3 clusters Score -395550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -395555.937500 Penalty: 2682.552734
	Iteration 27Q: 3 clusters Score -395555.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -395563.437500 Penalty: 2682.552734
	Iteration 28Q: 3 clusters Score -395563.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -395565.656250 Penalty: 2682.552734
	Iteration 29Q: 3 clusters Score -395565.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -395569.000000 Penalty: 2682.552734
	Iteration 30Q: 3 clusters Score -395569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -395571.343750 Penalty: 2682.552734
	Iteration 31Q: 3 clusters Score -395571.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -395573.218750 Penalty: 2682.552734
	Iteration 32Q: 3 clusters Score -395573.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -395575.218750 Penalty: 2682.552734
	Iteration 33Q: 3 clusters Score -395575.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -395577.750000 Penalty: 2682.552734
	Iteration 34Q: 3 clusters Score -395577.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -395579.031250 Penalty: 2682.552734
	Iteration 35Q: 3 clusters Score -395579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -395579.625000 Penalty: 2682.552734
	Iteration 36Q: 3 clusters Score -395579.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -395580.562500 Penalty: 2682.552734
	Iteration 37Q: 3 clusters Score -395580.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -395580.562500 Penalty: 2682.552734
	Iteration 38F: 3 clusters Score -395580.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (134034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134034 members 
Entering Unmasked Estep 
Score: -13509867.000000 Penalty: 1918.450439
	Iteration 0F: 2 clusters Score -1.350987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66898 members 
Mstep: Class 2 contains 67136 members 
Entering Unmasked Estep 
Score: -13420228.000000 Penalty: 3836.900879
	Iteration 0F: 3 clusters Score -1.342023e+07 nChanged 64686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65348 members 
Mstep: Class 2 contains 68686 members 
Entering Unmasked Estep 
Score: -13458596.000000 Penalty: 3836.900879
	Iteration 1F: 3 clusters Score -1.34586e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 69369 members 
Entering Unmasked Estep 
Score: -13459931.000000 Penalty: 3836.900879
	Iteration 2Q: 3 clusters Score -1.345993e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 70350 members 
Entering Unmasked Estep 
Score: -13461447.000000 Penalty: 3836.900879
	Iteration 3Q: 3 clusters Score -1.346145e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62268 members 
Mstep: Class 2 contains 71766 members 
Entering Unmasked Estep 
Score: -13463321.000000 Penalty: 3836.900879
	Iteration 4Q: 3 clusters Score -1.346332e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 73688 members 
Entering Unmasked Estep 
Score: -13466469.000000 Penalty: 3836.900879
	Iteration 5Q: 3 clusters Score -1.346647e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 76077 members 
Entering Unmasked Estep 
Score: -13470489.000000 Penalty: 3836.900879
	Iteration 6F: 3 clusters Score -1.347049e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55477 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -13475282.000000 Penalty: 3836.900879
	Iteration 7F: 3 clusters Score -1.347528e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 80624 members 
Entering Unmasked Estep 
Score: -13480567.000000 Penalty: 3836.900879
	Iteration 8F: 3 clusters Score -1.348057e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 82001 members 
Entering Unmasked Estep 
Score: -13485370.000000 Penalty: 3836.900879
	Iteration 9F: 3 clusters Score -1.348537e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 82715 members 
Entering Unmasked Estep 
Score: -13488158.000000 Penalty: 3836.900879
	Iteration 10Q: 3 clusters Score -1.348816e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 83118 members 
Entering Unmasked Estep 
Score: -13489637.000000 Penalty: 3836.900879
	Iteration 11Q: 3 clusters Score -1.348964e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 83540 members 
Entering Unmasked Estep 
Score: -13490600.000000 Penalty: 3836.900879
	Iteration 12Q: 3 clusters Score -1.34906e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 83970 members 
Entering Unmasked Estep 
Score: -13491328.000000 Penalty: 3836.900879
	Iteration 13Q: 3 clusters Score -1.349133e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 84307 members 
Entering Unmasked Estep 
Score: -13491995.000000 Penalty: 3836.900879
	Iteration 14Q: 3 clusters Score -1.3492e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 84686 members 
Entering Unmasked Estep 
Score: -13493153.000000 Penalty: 3836.900879
	Iteration 15Q: 3 clusters Score -1.349315e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 85012 members 
Entering Unmasked Estep 
Score: -13494573.000000 Penalty: 3836.900879
	Iteration 16Q: 3 clusters Score -1.349457e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 85329 members 
Entering Unmasked Estep 
Score: -13496553.000000 Penalty: 3836.900879
	Iteration 17Q: 3 clusters Score -1.349655e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 85558 members 
Entering Unmasked Estep 
Score: -13499123.000000 Penalty: 3836.900879
	Iteration 18Q: 3 clusters Score -1.349912e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 85680 members 
Entering Unmasked Estep 
Score: -13502121.000000 Penalty: 3836.900879
	Iteration 19Q: 3 clusters Score -1.350212e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 85583 members 
Entering Unmasked Estep 
Score: -13504489.000000 Penalty: 3836.900879
	Iteration 20F: 3 clusters Score -1.350449e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 85292 members 
Entering Unmasked Estep 
Score: -13506103.000000 Penalty: 3836.900879
	Iteration 21Q: 3 clusters Score -1.35061e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 84926 members 
Entering Unmasked Estep 
Score: -13506996.000000 Penalty: 3836.900879
	Iteration 22Q: 3 clusters Score -1.3507e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 84534 members 
Entering Unmasked Estep 
Score: -13507361.000000 Penalty: 3836.900879
	Iteration 23Q: 3 clusters Score -1.350736e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 84233 members 
Entering Unmasked Estep 
Score: -13507525.000000 Penalty: 3836.900879
	Iteration 24Q: 3 clusters Score -1.350752e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 84001 members 
Entering Unmasked Estep 
Score: -13507624.000000 Penalty: 3836.900879
	Iteration 25Q: 3 clusters Score -1.350762e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 83792 members 
Entering Unmasked Estep 
Score: -13507683.000000 Penalty: 3836.900879
	Iteration 26Q: 3 clusters Score -1.350768e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 83641 members 
Entering Unmasked Estep 
Score: -13507690.000000 Penalty: 3836.900879
	Iteration 27Q: 3 clusters Score -1.350769e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 83517 members 
Entering Unmasked Estep 
Score: -13507712.000000 Penalty: 3836.900879
	Iteration 28Q: 3 clusters Score -1.350771e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 83408 members 
Entering Unmasked Estep 
Score: -13507726.000000 Penalty: 3836.900879
	Iteration 29Q: 3 clusters Score -1.350773e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 83332 members 
Entering Unmasked Estep 
Score: -13507710.000000 Penalty: 3836.900879
	Iteration 30Q: 3 clusters Score -1.350771e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 83259 members 
Entering Unmasked Estep 
Score: -13507694.000000 Penalty: 3836.900879
	Iteration 31Q: 3 clusters Score -1.350769e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 83187 members 
Entering Unmasked Estep 
Score: -13507705.000000 Penalty: 3836.900879
	Iteration 32Q: 3 clusters Score -1.35077e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -13507703.000000 Penalty: 3836.900879
	Iteration 33Q: 3 clusters Score -1.35077e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 83080 members 
Entering Unmasked Estep 
Score: -13507702.000000 Penalty: 3836.900879
	Iteration 34Q: 3 clusters Score -1.35077e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 83042 members 
Entering Unmasked Estep 
Score: -13507715.000000 Penalty: 3836.900879
	Iteration 35Q: 3 clusters Score -1.350772e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 83006 members 
Entering Unmasked Estep 
Score: -13507709.000000 Penalty: 3836.900879
	Iteration 36Q: 3 clusters Score -1.350771e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51052 members 
Mstep: Class 2 contains 82982 members 
Entering Unmasked Estep 
Score: -13507700.000000 Penalty: 3836.900879
	Iteration 37Q: 3 clusters Score -1.35077e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 82956 members 
Entering Unmasked Estep 
Score: -13507722.000000 Penalty: 3836.900879
	Iteration 38Q: 3 clusters Score -1.350772e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 82930 members 
Entering Unmasked Estep 
Score: -13507731.000000 Penalty: 3836.900879
	Iteration 39Q: 3 clusters Score -1.350773e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 82900 members 
Entering Unmasked Estep 
Score: -13507700.000000 Penalty: 3836.900879
	Iteration 40F: 3 clusters Score -1.35077e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 82868 members 
Entering Unmasked Estep 
Score: -13507705.000000 Penalty: 3836.900879
	Iteration 41Q: 3 clusters Score -1.35077e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 82847 members 
Entering Unmasked Estep 
Score: -13507702.000000 Penalty: 3836.900879
	Iteration 42Q: 3 clusters Score -1.35077e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 82816 members 
Entering Unmasked Estep 
Score: -13507727.000000 Penalty: 3836.900879
	Iteration 43Q: 3 clusters Score -1.350773e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 82794 members 
Entering Unmasked Estep 
Score: -13507722.000000 Penalty: 3836.900879
	Iteration 44Q: 3 clusters Score -1.350772e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 82776 members 
Entering Unmasked Estep 
Score: -13507717.000000 Penalty: 3836.900879
	Iteration 45Q: 3 clusters Score -1.350772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 82764 members 
Entering Unmasked Estep 
Score: -13507716.000000 Penalty: 3836.900879
	Iteration 46Q: 3 clusters Score -1.350772e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51287 members 
Mstep: Class 2 contains 82747 members 
Entering Unmasked Estep 
Score: -13507722.000000 Penalty: 3836.900879
	Iteration 47Q: 3 clusters Score -1.350772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 82737 members 
Entering Unmasked Estep 
Score: -13507717.000000 Penalty: 3836.900879
	Iteration 48Q: 3 clusters Score -1.350772e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 82720 members 
Entering Unmasked Estep 
Score: -13507723.000000 Penalty: 3836.900879
	Iteration 49Q: 3 clusters Score -1.350772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -13507720.000000 Penalty: 3836.900879
	Iteration 50Q: 3 clusters Score -1.350772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 82695 members 
Entering Unmasked Estep 
Score: -13507715.000000 Penalty: 3836.900879
	Iteration 51Q: 3 clusters Score -1.350772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 82684 members 
Entering Unmasked Estep 
Score: -13507713.000000 Penalty: 3836.900879
	Iteration 52Q: 3 clusters Score -1.350771e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 82667 members 
Entering Unmasked Estep 
Score: -13507720.000000 Penalty: 3836.900879
	Iteration 53Q: 3 clusters Score -1.350772e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 82652 members 
Entering Unmasked Estep 
Score: -13507716.000000 Penalty: 3836.900879
	Iteration 54Q: 3 clusters Score -1.350772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 82645 members 
Entering Unmasked Estep 
Score: -13507723.000000 Penalty: 3836.900879
	Iteration 55Q: 3 clusters Score -1.350772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 82639 members 
Entering Unmasked Estep 
Score: -13507726.000000 Penalty: 3836.900879
	Iteration 56Q: 3 clusters Score -1.350773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 82631 members 
Entering Unmasked Estep 
Score: -13507715.000000 Penalty: 3836.900879
	Iteration 57Q: 3 clusters Score -1.350772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
Score: -13507721.000000 Penalty: 3836.900879
	Iteration 58Q: 3 clusters Score -1.350772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 82626 members 
Entering Unmasked Estep 
Score: -13507719.000000 Penalty: 3836.900879
	Iteration 59Q: 3 clusters Score -1.350772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 82626 members 
Entering Unmasked Estep 
Score: -13507719.000000 Penalty: 3836.900879
	Iteration 60F: 3 clusters Score -1.350772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (133960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133960 members 
Entering Unmasked Estep 
Score: -13691847.000000 Penalty: 1918.360718
	Iteration 0F: 2 clusters Score -1.369185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66809 members 
Mstep: Class 2 contains 67151 members 
Entering Unmasked Estep 
Score: -13602791.000000 Penalty: 3836.721436
	Iteration 0F: 3 clusters Score -1.360279e+07 nChanged 64450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 71333 members 
Entering Unmasked Estep 
Score: -13640418.000000 Penalty: 3836.721436
	Iteration 1F: 3 clusters Score -1.364042e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -13641659.000000 Penalty: 3836.721436
	Iteration 2Q: 3 clusters Score -1.364166e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -13643699.000000 Penalty: 3836.721436
	Iteration 3Q: 3 clusters Score -1.36437e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 84912 members 
Entering Unmasked Estep 
Score: -13647350.000000 Penalty: 3836.721436
	Iteration 4F: 3 clusters Score -1.364735e+07 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 94006 members 
Entering Unmasked Estep 
Score: -13653440.000000 Penalty: 3836.721436
	Iteration 5F: 3 clusters Score -1.365344e+07 nChanged 11234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 104958 members 
Entering Unmasked Estep 
Score: -13662243.000000 Penalty: 3836.721436
	Iteration 6F: 3 clusters Score -1.366224e+07 nChanged 11162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 115958 members 
Entering Unmasked Estep 
Score: -13672839.000000 Penalty: 3836.721436
	Iteration 7F: 3 clusters Score -1.367284e+07 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 124641 members 
Entering Unmasked Estep 
Score: -13681559.000000 Penalty: 3836.721436
	Iteration 8F: 3 clusters Score -1.368156e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 129913 members 
Entering Unmasked Estep 
Score: -13686664.000000 Penalty: 3836.721436
	Iteration 9Q: 3 clusters Score -1.368666e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 132338 members 
Entering Unmasked Estep 
Score: -13688868.000000 Penalty: 3836.721436
	Iteration 10Q: 3 clusters Score -1.368887e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 133186 members 
Entering Unmasked Estep 
Score: -13689625.000000 Penalty: 3836.721436
	Iteration 11Q: 3 clusters Score -1.368962e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 133489 members 
Entering Unmasked Estep 
Score: -13689897.000000 Penalty: 3836.721436
	Iteration 12Q: 3 clusters Score -1.36899e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 133610 members 
Entering Unmasked Estep 
Score: -13690017.000000 Penalty: 3836.721436
	Iteration 13Q: 3 clusters Score -1.369002e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 133656 members 
Entering Unmasked Estep 
Score: -13690091.000000 Penalty: 3836.721436
	Iteration 14Q: 3 clusters Score -1.369009e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 133681 members 
Entering Unmasked Estep 
Score: -13690103.000000 Penalty: 3836.721436
	Iteration 15Q: 3 clusters Score -1.36901e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 133693 members 
Entering Unmasked Estep 
Score: -13690118.000000 Penalty: 3836.721436
	Iteration 16Q: 3 clusters Score -1.369012e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 133703 members 
Entering Unmasked Estep 
Score: -13690144.000000 Penalty: 3836.721436
	Iteration 17Q: 3 clusters Score -1.369014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 133714 members 
Entering Unmasked Estep 
Score: -13690182.000000 Penalty: 3836.721436
	Iteration 18Q: 3 clusters Score -1.369018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 133721 members 
Entering Unmasked Estep 
Score: -13690186.000000 Penalty: 3836.721436
	Iteration 19Q: 3 clusters Score -1.369019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 133724 members 
Entering Unmasked Estep 
Score: -13690196.000000 Penalty: 3836.721436
	Iteration 20F: 3 clusters Score -1.36902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 133724 members 
Entering Unmasked Estep 
Score: -13690191.000000 Penalty: 3836.721436
	Iteration 21Q: 3 clusters Score -1.369019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 133723 members 
Entering Unmasked Estep 
Score: -13690197.000000 Penalty: 3836.721436
	Iteration 22Q: 3 clusters Score -1.36902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 133723 members 
Entering Unmasked Estep 
Score: -13690208.000000 Penalty: 3836.721436
	Iteration 23Q: 3 clusters Score -1.369021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 133725 members 
Entering Unmasked Estep 
Score: -13690208.000000 Penalty: 3836.721436
	Iteration 24Q: 3 clusters Score -1.369021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 133725 members 
Entering Unmasked Estep 
Score: -13690207.000000 Penalty: 3836.721436
	Iteration 25Q: 3 clusters Score -1.369021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 133727 members 
Entering Unmasked Estep 
Score: -13690207.000000 Penalty: 3836.721436
	Iteration 26Q: 3 clusters Score -1.369021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 133724 members 
Entering Unmasked Estep 
Score: -13690209.000000 Penalty: 3836.721436
	Iteration 27Q: 3 clusters Score -1.369021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 133726 members 
Entering Unmasked Estep 
Score: -13690218.000000 Penalty: 3836.721436
	Iteration 28Q: 3 clusters Score -1.369022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 133724 members 
Entering Unmasked Estep 
Score: -13690213.000000 Penalty: 3836.721436
	Iteration 29Q: 3 clusters Score -1.369021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 133723 members 
Entering Unmasked Estep 
Score: -13690219.000000 Penalty: 3836.721436
	Iteration 30Q: 3 clusters Score -1.369022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 133723 members 
Entering Unmasked Estep 
Score: -13690219.000000 Penalty: 3836.721436
	Iteration 31F: 3 clusters Score -1.369022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (128287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128287 members 
Entering Unmasked Estep 
Score: -12963676.000000 Penalty: 1911.329102
	Iteration 0F: 2 clusters Score -1.296368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64179 members 
Mstep: Class 2 contains 64108 members 
Entering Unmasked Estep 
Score: -12877656.000000 Penalty: 3822.658203
	Iteration 0F: 3 clusters Score -1.287766e+07 nChanged 61623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 64451 members 
Entering Unmasked Estep 
Score: -12913649.000000 Penalty: 3822.658203
	Iteration 1F: 3 clusters Score -1.291365e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 64460 members 
Entering Unmasked Estep 
Score: -12914601.000000 Penalty: 3822.658203
	Iteration 2Q: 3 clusters Score -1.29146e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 64425 members 
Entering Unmasked Estep 
Score: -12915611.000000 Penalty: 3822.658203
	Iteration 3Q: 3 clusters Score -1.291561e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63926 members 
Mstep: Class 2 contains 64361 members 
Entering Unmasked Estep 
Score: -12916732.000000 Penalty: 3822.658203
	Iteration 4Q: 3 clusters Score -1.291673e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64122 members 
Mstep: Class 2 contains 64165 members 
Entering Unmasked Estep 
Score: -12918156.000000 Penalty: 3822.658203
	Iteration 5Q: 3 clusters Score -1.291816e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
Score: -12920211.000000 Penalty: 3822.658203
	Iteration 6Q: 3 clusters Score -1.292021e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -12923081.000000 Penalty: 3822.658203
	Iteration 7Q: 3 clusters Score -1.292308e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 62650 members 
Entering Unmasked Estep 
Score: -12927140.000000 Penalty: 3822.658203
	Iteration 8F: 3 clusters Score -1.292714e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66449 members 
Mstep: Class 2 contains 61838 members 
Entering Unmasked Estep 
Score: -12932498.000000 Penalty: 3822.658203
	Iteration 9F: 3 clusters Score -1.29325e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -12937257.000000 Penalty: 3822.658203
	Iteration 10F: 3 clusters Score -1.293726e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67569 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -12939541.000000 Penalty: 3822.658203
	Iteration 11Q: 3 clusters Score -1.293954e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67946 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -12940227.000000 Penalty: 3822.658203
	Iteration 12Q: 3 clusters Score -1.294023e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68395 members 
Mstep: Class 2 contains 59892 members 
Entering Unmasked Estep 
Score: -12940460.000000 Penalty: 3822.658203
	Iteration 13Q: 3 clusters Score -1.294046e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68893 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -12940666.000000 Penalty: 3822.658203
	Iteration 14Q: 3 clusters Score -1.294067e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69464 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
Score: -12940929.000000 Penalty: 3822.658203
	Iteration 15Q: 3 clusters Score -1.294093e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70046 members 
Mstep: Class 2 contains 58241 members 
Entering Unmasked Estep 
Score: -12941033.000000 Penalty: 3822.658203
	Iteration 16Q: 3 clusters Score -1.294103e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70727 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -12941256.000000 Penalty: 3822.658203
	Iteration 17Q: 3 clusters Score -1.294126e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71458 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -12941380.000000 Penalty: 3822.658203
	Iteration 18Q: 3 clusters Score -1.294138e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72268 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -12941592.000000 Penalty: 3822.658203
	Iteration 19Q: 3 clusters Score -1.294159e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73233 members 
Mstep: Class 2 contains 55054 members 
Entering Unmasked Estep 
Score: -12941839.000000 Penalty: 3822.658203
	Iteration 20F: 3 clusters Score -1.294184e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -12942189.000000 Penalty: 3822.658203
	Iteration 21Q: 3 clusters Score -1.294219e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75447 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
Score: -12942386.000000 Penalty: 3822.658203
	Iteration 22Q: 3 clusters Score -1.294239e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76824 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -12942651.000000 Penalty: 3822.658203
	Iteration 23Q: 3 clusters Score -1.294265e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78397 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -12942950.000000 Penalty: 3822.658203
	Iteration 24Q: 3 clusters Score -1.294295e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80161 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -12943418.000000 Penalty: 3822.658203
	Iteration 25Q: 3 clusters Score -1.294342e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -12943923.000000 Penalty: 3822.658203
	Iteration 26Q: 3 clusters Score -1.294392e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84348 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -12944396.000000 Penalty: 3822.658203
	Iteration 27Q: 3 clusters Score -1.29444e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86813 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -12945168.000000 Penalty: 3822.658203
	Iteration 28Q: 3 clusters Score -1.294517e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89420 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -12946125.000000 Penalty: 3822.658203
	Iteration 29Q: 3 clusters Score -1.294612e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92226 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -12947050.000000 Penalty: 3822.658203
	Iteration 30Q: 3 clusters Score -1.294705e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95135 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -12948208.000000 Penalty: 3822.658203
	Iteration 31Q: 3 clusters Score -1.294821e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98084 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -12949352.000000 Penalty: 3822.658203
	Iteration 32Q: 3 clusters Score -1.294935e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101028 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -12950715.000000 Penalty: 3822.658203
	Iteration 33Q: 3 clusters Score -1.295072e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103853 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -12951979.000000 Penalty: 3822.658203
	Iteration 34Q: 3 clusters Score -1.295198e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106476 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -12953182.000000 Penalty: 3822.658203
	Iteration 35Q: 3 clusters Score -1.295318e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108877 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -12954245.000000 Penalty: 3822.658203
	Iteration 36Q: 3 clusters Score -1.295424e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111041 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -12955260.000000 Penalty: 3822.658203
	Iteration 37Q: 3 clusters Score -1.295526e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113015 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -12956128.000000 Penalty: 3822.658203
	Iteration 38Q: 3 clusters Score -1.295613e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114825 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -12956923.000000 Penalty: 3822.658203
	Iteration 39Q: 3 clusters Score -1.295692e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116408 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -12957759.000000 Penalty: 3822.658203
	Iteration 40F: 3 clusters Score -1.295776e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118004 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -12958581.000000 Penalty: 3822.658203
	Iteration 41Q: 3 clusters Score -1.295858e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119402 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -12959212.000000 Penalty: 3822.658203
	Iteration 42Q: 3 clusters Score -1.295921e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120669 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -12959749.000000 Penalty: 3822.658203
	Iteration 43Q: 3 clusters Score -1.295975e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121731 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -12960290.000000 Penalty: 3822.658203
	Iteration 44Q: 3 clusters Score -1.296029e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122605 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -12960686.000000 Penalty: 3822.658203
	Iteration 45Q: 3 clusters Score -1.296069e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123324 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -12961024.000000 Penalty: 3822.658203
	Iteration 46Q: 3 clusters Score -1.296102e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123922 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -12961329.000000 Penalty: 3822.658203
	Iteration 47Q: 3 clusters Score -1.296133e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124441 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -12961542.000000 Penalty: 3822.658203
	Iteration 48Q: 3 clusters Score -1.296154e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124865 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -12961714.000000 Penalty: 3822.658203
	Iteration 49Q: 3 clusters Score -1.296171e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125249 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -12961871.000000 Penalty: 3822.658203
	Iteration 50Q: 3 clusters Score -1.296187e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125545 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -12961966.000000 Penalty: 3822.658203
	Iteration 51Q: 3 clusters Score -1.296197e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125805 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -12962116.000000 Penalty: 3822.658203
	Iteration 52Q: 3 clusters Score -1.296212e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126018 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -12962185.000000 Penalty: 3822.658203
	Iteration 53Q: 3 clusters Score -1.296218e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126202 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -12962227.000000 Penalty: 3822.658203
	Iteration 54Q: 3 clusters Score -1.296223e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126351 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -12962284.000000 Penalty: 3822.658203
	Iteration 55Q: 3 clusters Score -1.296228e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126472 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -12962353.000000 Penalty: 3822.658203
	Iteration 56Q: 3 clusters Score -1.296235e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126572 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -12962401.000000 Penalty: 3822.658203
	Iteration 57Q: 3 clusters Score -1.29624e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126673 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -12962427.000000 Penalty: 3822.658203
	Iteration 58Q: 3 clusters Score -1.296243e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126764 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -12962465.000000 Penalty: 3822.658203
	Iteration 59Q: 3 clusters Score -1.296246e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126846 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -12962515.000000 Penalty: 3822.658203
	Iteration 60F: 3 clusters Score -1.296252e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126912 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -12962515.000000 Penalty: 3822.658203
	Iteration 61Q: 3 clusters Score -1.296252e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126962 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -12962519.000000 Penalty: 3822.658203
	Iteration 62Q: 3 clusters Score -1.296252e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126996 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -12962525.000000 Penalty: 3822.658203
	Iteration 63Q: 3 clusters Score -1.296252e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127030 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -12962550.000000 Penalty: 3822.658203
	Iteration 64Q: 3 clusters Score -1.296255e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127048 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -12962555.000000 Penalty: 3822.658203
	Iteration 65Q: 3 clusters Score -1.296256e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127059 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -12962552.000000 Penalty: 3822.658203
	Iteration 66Q: 3 clusters Score -1.296255e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127071 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -12962558.000000 Penalty: 3822.658203
	Iteration 67Q: 3 clusters Score -1.296256e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127089 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -12962563.000000 Penalty: 3822.658203
	Iteration 68Q: 3 clusters Score -1.296256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127106 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -12962577.000000 Penalty: 3822.658203
	Iteration 69Q: 3 clusters Score -1.296258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127118 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -12962579.000000 Penalty: 3822.658203
	Iteration 70Q: 3 clusters Score -1.296258e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127131 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -12962580.000000 Penalty: 3822.658203
	Iteration 71Q: 3 clusters Score -1.296258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127138 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -12962573.000000 Penalty: 3822.658203
	Iteration 72Q: 3 clusters Score -1.296257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127144 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -12962576.000000 Penalty: 3822.658203
	Iteration 73Q: 3 clusters Score -1.296258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127151 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -12962573.000000 Penalty: 3822.658203
	Iteration 74Q: 3 clusters Score -1.296257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127155 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -12962563.000000 Penalty: 3822.658203
	Iteration 75Q: 3 clusters Score -1.296256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127155 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -12962563.000000 Penalty: 3822.658203
	Iteration 76Q: 3 clusters Score -1.296256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127158 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -12962571.000000 Penalty: 3822.658203
	Iteration 77Q: 3 clusters Score -1.296257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127159 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -12962572.000000 Penalty: 3822.658203
	Iteration 78Q: 3 clusters Score -1.296257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127159 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -12962572.000000 Penalty: 3822.658203
	Iteration 79F: 3 clusters Score -1.296257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (150021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150021 members 
Entering Unmasked Estep 
Score: -15160259.000000 Penalty: 1936.761230
	Iteration 0F: 2 clusters Score -1.516026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74897 members 
Mstep: Class 2 contains 75124 members 
Entering Unmasked Estep 
Score: -15059891.000000 Penalty: 3873.522461
	Iteration 0F: 3 clusters Score -1.505989e+07 nChanged 72315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -15102055.000000 Penalty: 3873.522461
	Iteration 1F: 3 clusters Score -1.510206e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74636 members 
Mstep: Class 2 contains 75385 members 
Entering Unmasked Estep 
Score: -15102784.000000 Penalty: 3873.522461
	Iteration 2Q: 3 clusters Score -1.510278e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74290 members 
Mstep: Class 2 contains 75731 members 
Entering Unmasked Estep 
Score: -15103523.000000 Penalty: 3873.522461
	Iteration 3Q: 3 clusters Score -1.510352e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73687 members 
Mstep: Class 2 contains 76334 members 
Entering Unmasked Estep 
Score: -15104600.000000 Penalty: 3873.522461
	Iteration 4Q: 3 clusters Score -1.51046e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72638 members 
Mstep: Class 2 contains 77383 members 
Entering Unmasked Estep 
Score: -15106236.000000 Penalty: 3873.522461
	Iteration 5Q: 3 clusters Score -1.510624e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70898 members 
Mstep: Class 2 contains 79123 members 
Entering Unmasked Estep 
Score: -15108968.000000 Penalty: 3873.522461
	Iteration 6Q: 3 clusters Score -1.510897e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68213 members 
Mstep: Class 2 contains 81808 members 
Entering Unmasked Estep 
Score: -15113723.000000 Penalty: 3873.522461
	Iteration 7F: 3 clusters Score -1.511372e+07 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64260 members 
Mstep: Class 2 contains 85761 members 
Entering Unmasked Estep 
Score: -15122127.000000 Penalty: 3873.522461
	Iteration 8F: 3 clusters Score -1.512213e+07 nChanged 11631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 90166 members 
Entering Unmasked Estep 
Score: -15132472.000000 Penalty: 3873.522461
	Iteration 9F: 3 clusters Score -1.513247e+07 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56345 members 
Mstep: Class 2 contains 93676 members 
Entering Unmasked Estep 
Score: -15139579.000000 Penalty: 3873.522461
	Iteration 10F: 3 clusters Score -1.513958e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 96353 members 
Entering Unmasked Estep 
Score: -15142718.000000 Penalty: 3873.522461
	Iteration 11Q: 3 clusters Score -1.514272e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 98787 members 
Entering Unmasked Estep 
Score: -15144624.000000 Penalty: 3873.522461
	Iteration 12Q: 3 clusters Score -1.514462e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 101257 members 
Entering Unmasked Estep 
Score: -15146382.000000 Penalty: 3873.522461
	Iteration 13Q: 3 clusters Score -1.514638e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 103712 members 
Entering Unmasked Estep 
Score: -15148269.000000 Penalty: 3873.522461
	Iteration 14Q: 3 clusters Score -1.514827e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 106108 members 
Entering Unmasked Estep 
Score: -15149935.000000 Penalty: 3873.522461
	Iteration 15Q: 3 clusters Score -1.514994e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 108302 members 
Entering Unmasked Estep 
Score: -15151482.000000 Penalty: 3873.522461
	Iteration 16Q: 3 clusters Score -1.515148e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 110282 members 
Entering Unmasked Estep 
Score: -15152768.000000 Penalty: 3873.522461
	Iteration 17Q: 3 clusters Score -1.515277e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 112020 members 
Entering Unmasked Estep 
Score: -15153740.000000 Penalty: 3873.522461
	Iteration 18Q: 3 clusters Score -1.515374e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 113618 members 
Entering Unmasked Estep 
Score: -15154407.000000 Penalty: 3873.522461
	Iteration 19Q: 3 clusters Score -1.515441e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 115036 members 
Entering Unmasked Estep 
Score: -15154982.000000 Penalty: 3873.522461
	Iteration 20F: 3 clusters Score -1.515498e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 116392 members 
Entering Unmasked Estep 
Score: -15155461.000000 Penalty: 3873.522461
	Iteration 21Q: 3 clusters Score -1.515546e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 117644 members 
Entering Unmasked Estep 
Score: -15155827.000000 Penalty: 3873.522461
	Iteration 22Q: 3 clusters Score -1.515583e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 118830 members 
Entering Unmasked Estep 
Score: -15156152.000000 Penalty: 3873.522461
	Iteration 23Q: 3 clusters Score -1.515615e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 119991 members 
Entering Unmasked Estep 
Score: -15156433.000000 Penalty: 3873.522461
	Iteration 24Q: 3 clusters Score -1.515643e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 121117 members 
Entering Unmasked Estep 
Score: -15156733.000000 Penalty: 3873.522461
	Iteration 25Q: 3 clusters Score -1.515673e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 122146 members 
Entering Unmasked Estep 
Score: -15156971.000000 Penalty: 3873.522461
	Iteration 26Q: 3 clusters Score -1.515697e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 123102 members 
Entering Unmasked Estep 
Score: -15157120.000000 Penalty: 3873.522461
	Iteration 27Q: 3 clusters Score -1.515712e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 123991 members 
Entering Unmasked Estep 
Score: -15157343.000000 Penalty: 3873.522461
	Iteration 28Q: 3 clusters Score -1.515734e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 124805 members 
Entering Unmasked Estep 
Score: -15157539.000000 Penalty: 3873.522461
	Iteration 29Q: 3 clusters Score -1.515754e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 125553 members 
Entering Unmasked Estep 
Score: -15157660.000000 Penalty: 3873.522461
	Iteration 30Q: 3 clusters Score -1.515766e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 126250 members 
Entering Unmasked Estep 
Score: -15157796.000000 Penalty: 3873.522461
	Iteration 31Q: 3 clusters Score -1.51578e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 126925 members 
Entering Unmasked Estep 
Score: -15157912.000000 Penalty: 3873.522461
	Iteration 32Q: 3 clusters Score -1.515791e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 127553 members 
Entering Unmasked Estep 
Score: -15158044.000000 Penalty: 3873.522461
	Iteration 33Q: 3 clusters Score -1.515804e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 128136 members 
Entering Unmasked Estep 
Score: -15158102.000000 Penalty: 3873.522461
	Iteration 34Q: 3 clusters Score -1.51581e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 128711 members 
Entering Unmasked Estep 
Score: -15158205.000000 Penalty: 3873.522461
	Iteration 35Q: 3 clusters Score -1.51582e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 129200 members 
Entering Unmasked Estep 
Score: -15158268.000000 Penalty: 3873.522461
	Iteration 36Q: 3 clusters Score -1.515827e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 129699 members 
Entering Unmasked Estep 
Score: -15158362.000000 Penalty: 3873.522461
	Iteration 37Q: 3 clusters Score -1.515836e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 130180 members 
Entering Unmasked Estep 
Score: -15158430.000000 Penalty: 3873.522461
	Iteration 38Q: 3 clusters Score -1.515843e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 130642 members 
Entering Unmasked Estep 
Score: -15158514.000000 Penalty: 3873.522461
	Iteration 39Q: 3 clusters Score -1.515851e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 131097 members 
Entering Unmasked Estep 
Score: -15158529.000000 Penalty: 3873.522461
	Iteration 40F: 3 clusters Score -1.515853e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 131566 members 
Entering Unmasked Estep 
Score: -15158562.000000 Penalty: 3873.522461
	Iteration 41Q: 3 clusters Score -1.515856e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 131979 members 
Entering Unmasked Estep 
Score: -15158618.000000 Penalty: 3873.522461
	Iteration 42Q: 3 clusters Score -1.515862e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 132405 members 
Entering Unmasked Estep 
Score: -15158637.000000 Penalty: 3873.522461
	Iteration 43Q: 3 clusters Score -1.515864e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 132790 members 
Entering Unmasked Estep 
Score: -15158679.000000 Penalty: 3873.522461
	Iteration 44Q: 3 clusters Score -1.515868e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 133114 members 
Entering Unmasked Estep 
Score: -15158713.000000 Penalty: 3873.522461
	Iteration 45Q: 3 clusters Score -1.515871e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 133429 members 
Entering Unmasked Estep 
Score: -15158791.000000 Penalty: 3873.522461
	Iteration 46Q: 3 clusters Score -1.515879e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 133716 members 
Entering Unmasked Estep 
Score: -15158844.000000 Penalty: 3873.522461
	Iteration 47Q: 3 clusters Score -1.515884e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 133999 members 
Entering Unmasked Estep 
Score: -15158915.000000 Penalty: 3873.522461
	Iteration 48Q: 3 clusters Score -1.515892e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 134284 members 
Entering Unmasked Estep 
Score: -15158941.000000 Penalty: 3873.522461
	Iteration 49Q: 3 clusters Score -1.515894e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 134551 members 
Entering Unmasked Estep 
Score: -15159002.000000 Penalty: 3873.522461
	Iteration 50Q: 3 clusters Score -1.5159e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 134820 members 
Entering Unmasked Estep 
Score: -15159012.000000 Penalty: 3873.522461
	Iteration 51Q: 3 clusters Score -1.515901e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 135040 members 
Entering Unmasked Estep 
Score: -15159013.000000 Penalty: 3873.522461
	Iteration 52Q: 3 clusters Score -1.515901e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 135242 members 
Entering Unmasked Estep 
Score: -15159051.000000 Penalty: 3873.522461
	Iteration 53Q: 3 clusters Score -1.515905e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 135416 members 
Entering Unmasked Estep 
Score: -15159062.000000 Penalty: 3873.522461
	Iteration 54Q: 3 clusters Score -1.515906e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 135588 members 
Entering Unmasked Estep 
Score: -15159090.000000 Penalty: 3873.522461
	Iteration 55Q: 3 clusters Score -1.515909e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 135738 members 
Entering Unmasked Estep 
Score: -15159089.000000 Penalty: 3873.522461
	Iteration 56Q: 3 clusters Score -1.515909e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 135868 members 
Entering Unmasked Estep 
Score: -15159133.000000 Penalty: 3873.522461
	Iteration 57Q: 3 clusters Score -1.515913e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 135980 members 
Entering Unmasked Estep 
Score: -15159125.000000 Penalty: 3873.522461
	Iteration 58Q: 3 clusters Score -1.515912e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 136092 members 
Entering Unmasked Estep 
Score: -15159111.000000 Penalty: 3873.522461
	Iteration 59Q: 3 clusters Score -1.515911e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 136214 members 
Entering Unmasked Estep 
Score: -15159155.000000 Penalty: 3873.522461
	Iteration 60F: 3 clusters Score -1.515916e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 136338 members 
Entering Unmasked Estep 
Score: -15159155.000000 Penalty: 3873.522461
	Iteration 61Q: 3 clusters Score -1.515916e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 136462 members 
Entering Unmasked Estep 
Score: -15159165.000000 Penalty: 3873.522461
	Iteration 62Q: 3 clusters Score -1.515916e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 136611 members 
Entering Unmasked Estep 
Score: -15159172.000000 Penalty: 3873.522461
	Iteration 63Q: 3 clusters Score -1.515917e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 136777 members 
Entering Unmasked Estep 
Score: -15159191.000000 Penalty: 3873.522461
	Iteration 64Q: 3 clusters Score -1.515919e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 136934 members 
Entering Unmasked Estep 
Score: -15159236.000000 Penalty: 3873.522461
	Iteration 65Q: 3 clusters Score -1.515924e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 137104 members 
Entering Unmasked Estep 
Score: -15159285.000000 Penalty: 3873.522461
	Iteration 66Q: 3 clusters Score -1.515928e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 137289 members 
Entering Unmasked Estep 
Score: -15159267.000000 Penalty: 3873.522461
	Iteration 67Q: 3 clusters Score -1.515927e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 137460 members 
Entering Unmasked Estep 
Score: -15159292.000000 Penalty: 3873.522461
	Iteration 68Q: 3 clusters Score -1.515929e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 137625 members 
Entering Unmasked Estep 
Score: -15159320.000000 Penalty: 3873.522461
	Iteration 69Q: 3 clusters Score -1.515932e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 137785 members 
Entering Unmasked Estep 
Score: -15159335.000000 Penalty: 3873.522461
	Iteration 70Q: 3 clusters Score -1.515934e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 137925 members 
Entering Unmasked Estep 
Score: -15159379.000000 Penalty: 3873.522461
	Iteration 71Q: 3 clusters Score -1.515938e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 138066 members 
Entering Unmasked Estep 
Score: -15159393.000000 Penalty: 3873.522461
	Iteration 72Q: 3 clusters Score -1.515939e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 138201 members 
Entering Unmasked Estep 
Score: -15159380.000000 Penalty: 3873.522461
	Iteration 73Q: 3 clusters Score -1.515938e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 138315 members 
Entering Unmasked Estep 
Score: -15159389.000000 Penalty: 3873.522461
	Iteration 74Q: 3 clusters Score -1.515939e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 138432 members 
Entering Unmasked Estep 
Score: -15159418.000000 Penalty: 3873.522461
	Iteration 75Q: 3 clusters Score -1.515942e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 138525 members 
Entering Unmasked Estep 
Score: -15159426.000000 Penalty: 3873.522461
	Iteration 76Q: 3 clusters Score -1.515943e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 138597 members 
Entering Unmasked Estep 
Score: -15159415.000000 Penalty: 3873.522461
	Iteration 77Q: 3 clusters Score -1.515942e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 138665 members 
Entering Unmasked Estep 
Score: -15159384.000000 Penalty: 3873.522461
	Iteration 78Q: 3 clusters Score -1.515938e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 138727 members 
Entering Unmasked Estep 
Score: -15159386.000000 Penalty: 3873.522461
	Iteration 79Q: 3 clusters Score -1.515939e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 138783 members 
Entering Unmasked Estep 
Score: -15159397.000000 Penalty: 3873.522461
	Iteration 80F: 3 clusters Score -1.51594e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 138830 members 
Entering Unmasked Estep 
Score: -15159424.000000 Penalty: 3873.522461
	Iteration 81Q: 3 clusters Score -1.515942e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 138883 members 
Entering Unmasked Estep 
Score: -15159428.000000 Penalty: 3873.522461
	Iteration 82Q: 3 clusters Score -1.515943e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 138938 members 
Entering Unmasked Estep 
Score: -15159445.000000 Penalty: 3873.522461
	Iteration 83Q: 3 clusters Score -1.515944e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 138990 members 
Entering Unmasked Estep 
Score: -15159431.000000 Penalty: 3873.522461
	Iteration 84Q: 3 clusters Score -1.515943e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 139033 members 
Entering Unmasked Estep 
Score: -15159428.000000 Penalty: 3873.522461
	Iteration 85Q: 3 clusters Score -1.515943e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 139071 members 
Entering Unmasked Estep 
Score: -15159431.000000 Penalty: 3873.522461
	Iteration 86Q: 3 clusters Score -1.515943e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 139110 members 
Entering Unmasked Estep 
Score: -15159427.000000 Penalty: 3873.522461
	Iteration 87Q: 3 clusters Score -1.515943e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 139146 members 
Entering Unmasked Estep 
Score: -15159436.000000 Penalty: 3873.522461
	Iteration 88Q: 3 clusters Score -1.515944e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 139178 members 
Entering Unmasked Estep 
Score: -15159430.000000 Penalty: 3873.522461
	Iteration 89Q: 3 clusters Score -1.515943e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 139208 members 
Entering Unmasked Estep 
Score: -15159441.000000 Penalty: 3873.522461
	Iteration 90Q: 3 clusters Score -1.515944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 139237 members 
Entering Unmasked Estep 
Score: -15159458.000000 Penalty: 3873.522461
	Iteration 91Q: 3 clusters Score -1.515946e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 139261 members 
Entering Unmasked Estep 
Score: -15159457.000000 Penalty: 3873.522461
	Iteration 92Q: 3 clusters Score -1.515946e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 139278 members 
Entering Unmasked Estep 
Score: -15159470.000000 Penalty: 3873.522461
	Iteration 93Q: 3 clusters Score -1.515947e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 139300 members 
Entering Unmasked Estep 
Score: -15159470.000000 Penalty: 3873.522461
	Iteration 94Q: 3 clusters Score -1.515947e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 139323 members 
Entering Unmasked Estep 
Score: -15159475.000000 Penalty: 3873.522461
	Iteration 95Q: 3 clusters Score -1.515948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 139339 members 
Entering Unmasked Estep 
Score: -15159478.000000 Penalty: 3873.522461
	Iteration 96Q: 3 clusters Score -1.515948e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 139359 members 
Entering Unmasked Estep 
Score: -15159459.000000 Penalty: 3873.522461
	Iteration 97Q: 3 clusters Score -1.515946e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 139376 members 
Entering Unmasked Estep 
Score: -15159464.000000 Penalty: 3873.522461
	Iteration 98Q: 3 clusters Score -1.515946e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 139391 members 
Entering Unmasked Estep 
Score: -15159461.000000 Penalty: 3873.522461
	Iteration 99Q: 3 clusters Score -1.515946e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 139410 members 
Entering Unmasked Estep 
Score: -15159467.000000 Penalty: 3873.522461
	Iteration 100F: 3 clusters Score -1.515947e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 139422 members 
Entering Unmasked Estep 
Score: -15159455.000000 Penalty: 3873.522461
	Iteration 101Q: 3 clusters Score -1.515946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 139431 members 
Entering Unmasked Estep 
Score: -15159462.000000 Penalty: 3873.522461
	Iteration 102Q: 3 clusters Score -1.515946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 139438 members 
Entering Unmasked Estep 
Score: -15159459.000000 Penalty: 3873.522461
	Iteration 103Q: 3 clusters Score -1.515946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 139443 members 
Entering Unmasked Estep 
Score: -15159456.000000 Penalty: 3873.522461
	Iteration 104Q: 3 clusters Score -1.515946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 139448 members 
Entering Unmasked Estep 
Score: -15159457.000000 Penalty: 3873.522461
	Iteration 105Q: 3 clusters Score -1.515946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 139449 members 
Entering Unmasked Estep 
Score: -15159448.000000 Penalty: 3873.522461
	Iteration 106Q: 3 clusters Score -1.515945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 139449 members 
Entering Unmasked Estep 
Score: -15159448.000000 Penalty: 3873.522461
	Iteration 107F: 3 clusters Score -1.515945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (172287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172287 members 
Entering Unmasked Estep 
Score: -17666770.000000 Penalty: 1959.249023
	Iteration 0F: 2 clusters Score -1.766677e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86044 members 
Mstep: Class 2 contains 86243 members 
Entering Unmasked Estep 
Score: -17559392.000000 Penalty: 3918.498047
	Iteration 0F: 3 clusters Score -1.755939e+07 nChanged 83361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83059 members 
Mstep: Class 2 contains 89228 members 
Entering Unmasked Estep 
Score: -17608588.000000 Penalty: 3918.498047
	Iteration 1F: 3 clusters Score -1.760859e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80594 members 
Mstep: Class 2 contains 91693 members 
Entering Unmasked Estep 
Score: -17609940.000000 Penalty: 3918.498047
	Iteration 2Q: 3 clusters Score -1.760994e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76728 members 
Mstep: Class 2 contains 95559 members 
Entering Unmasked Estep 
Score: -17611928.000000 Penalty: 3918.498047
	Iteration 3Q: 3 clusters Score -1.761193e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71038 members 
Mstep: Class 2 contains 101249 members 
Entering Unmasked Estep 
Score: -17615032.000000 Penalty: 3918.498047
	Iteration 4Q: 3 clusters Score -1.761503e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63363 members 
Mstep: Class 2 contains 108924 members 
Entering Unmasked Estep 
Score: -17619726.000000 Penalty: 3918.498047
	Iteration 5F: 3 clusters Score -1.761973e+07 nChanged 11315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 118767 members 
Entering Unmasked Estep 
Score: -17626296.000000 Penalty: 3918.498047
	Iteration 6F: 3 clusters Score -1.76263e+07 nChanged 12016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 129903 members 
Entering Unmasked Estep 
Score: -17634402.000000 Penalty: 3918.498047
	Iteration 7F: 3 clusters Score -1.76344e+07 nChanged 11865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 141364 members 
Entering Unmasked Estep 
Score: -17644224.000000 Penalty: 3918.498047
	Iteration 8F: 3 clusters Score -1.764422e+07 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 151705 members 
Entering Unmasked Estep 
Score: -17653492.000000 Penalty: 3918.498047
	Iteration 9F: 3 clusters Score -1.765349e+07 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 160538 members 
Entering Unmasked Estep 
Score: -17659684.000000 Penalty: 3918.498047
	Iteration 10F: 3 clusters Score -1.765968e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 166682 members 
Entering Unmasked Estep 
Score: -17662792.000000 Penalty: 3918.498047
	Iteration 11Q: 3 clusters Score -1.766279e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 170097 members 
Entering Unmasked Estep 
Score: -17664240.000000 Penalty: 3918.498047
	Iteration 12Q: 3 clusters Score -1.766424e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 171439 members 
Entering Unmasked Estep 
Score: -17664742.000000 Penalty: 3918.498047
	Iteration 13Q: 3 clusters Score -1.766474e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 171872 members 
Entering Unmasked Estep 
Score: -17664970.000000 Penalty: 3918.498047
	Iteration 14Q: 3 clusters Score -1.766497e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 172009 members 
Entering Unmasked Estep 
Score: -17665068.000000 Penalty: 3918.498047
	Iteration 15Q: 3 clusters Score -1.766507e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 172060 members 
Entering Unmasked Estep 
Score: -17665110.000000 Penalty: 3918.498047
	Iteration 16Q: 3 clusters Score -1.766511e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 172081 members 
Entering Unmasked Estep 
Score: -17665120.000000 Penalty: 3918.498047
	Iteration 17Q: 3 clusters Score -1.766512e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 172089 members 
Entering Unmasked Estep 
Score: -17665138.000000 Penalty: 3918.498047
	Iteration 18Q: 3 clusters Score -1.766514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 172098 members 
Entering Unmasked Estep 
Score: -17665156.000000 Penalty: 3918.498047
	Iteration 19Q: 3 clusters Score -1.766516e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 172104 members 
Entering Unmasked Estep 
Score: -17665166.000000 Penalty: 3918.498047
	Iteration 20F: 3 clusters Score -1.766517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 172106 members 
Entering Unmasked Estep 
Score: -17665174.000000 Penalty: 3918.498047
	Iteration 21Q: 3 clusters Score -1.766517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 172106 members 
Entering Unmasked Estep 
Score: -17665184.000000 Penalty: 3918.498047
	Iteration 22Q: 3 clusters Score -1.766518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 172104 members 
Entering Unmasked Estep 
Score: -17665182.000000 Penalty: 3918.498047
	Iteration 23Q: 3 clusters Score -1.766518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 172104 members 
Entering Unmasked Estep 
Score: -17665180.000000 Penalty: 3918.498047
	Iteration 24Q: 3 clusters Score -1.766518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 172104 members 
Entering Unmasked Estep 
Score: -17665180.000000 Penalty: 3918.498047
	Iteration 25F: 3 clusters Score -1.766518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Entering Unmasked Estep 
Score: -1328433.875000 Penalty: 1537.504517
	Iteration 0F: 2 clusters Score -1328434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1319431.125000 Penalty: 3075.009033
	Iteration 0F: 3 clusters Score -1319431 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1322977.625000 Penalty: 3075.009033
	Iteration 1F: 3 clusters Score -1322978 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1323540.125000 Penalty: 3075.009033
	Iteration 2F: 3 clusters Score -1323540 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1324124.000000 Penalty: 3075.009033
	Iteration 3F: 3 clusters Score -1324124 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1324798.875000 Penalty: 3075.009033
	Iteration 4F: 3 clusters Score -1324799 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1325501.375000 Penalty: 3075.009033
	Iteration 5F: 3 clusters Score -1325501 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1326215.875000 Penalty: 3075.009033
	Iteration 6F: 3 clusters Score -1326216 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1326692.875000 Penalty: 3075.009033
	Iteration 7Q: 3 clusters Score -1326693 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1326960.000000 Penalty: 3075.009033
	Iteration 8Q: 3 clusters Score -1326960 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1327105.500000 Penalty: 3075.009033
	Iteration 9Q: 3 clusters Score -1327106 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1327181.000000 Penalty: 3075.009033
	Iteration 10Q: 3 clusters Score -1327181 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1327231.750000 Penalty: 3075.009033
	Iteration 11Q: 3 clusters Score -1327232 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1327262.625000 Penalty: 3075.009033
	Iteration 12Q: 3 clusters Score -1327263 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1327277.875000 Penalty: 3075.009033
	Iteration 13Q: 3 clusters Score -1327278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1327292.375000 Penalty: 3075.009033
	Iteration 14Q: 3 clusters Score -1327292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1327309.375000 Penalty: 3075.009033
	Iteration 15Q: 3 clusters Score -1327309 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1327323.125000 Penalty: 3075.009033
	Iteration 16Q: 3 clusters Score -1327323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1327335.125000 Penalty: 3075.009033
	Iteration 17Q: 3 clusters Score -1327335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1327341.500000 Penalty: 3075.009033
	Iteration 18Q: 3 clusters Score -1327342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1327349.750000 Penalty: 3075.009033
	Iteration 19Q: 3 clusters Score -1327350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1327357.750000 Penalty: 3075.009033
	Iteration 20F: 3 clusters Score -1327358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1327365.500000 Penalty: 3075.009033
	Iteration 21Q: 3 clusters Score -1327366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1327372.000000 Penalty: 3075.009033
	Iteration 22Q: 3 clusters Score -1327372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1327380.750000 Penalty: 3075.009033
	Iteration 23Q: 3 clusters Score -1327381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1327389.375000 Penalty: 3075.009033
	Iteration 24Q: 3 clusters Score -1327389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1327396.125000 Penalty: 3075.009033
	Iteration 25Q: 3 clusters Score -1327396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1327401.000000 Penalty: 3075.009033
	Iteration 26Q: 3 clusters Score -1327401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1327402.750000 Penalty: 3075.009033
	Iteration 27Q: 3 clusters Score -1327403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1327402.000000 Penalty: 3075.009033
	Iteration 28Q: 3 clusters Score -1327402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1327401.750000 Penalty: 3075.009033
	Iteration 29Q: 3 clusters Score -1327402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1327402.875000 Penalty: 3075.009033
	Iteration 30Q: 3 clusters Score -1327403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1327403.250000 Penalty: 3075.009033
	Iteration 31Q: 3 clusters Score -1327403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1327404.750000 Penalty: 3075.009033
	Iteration 32Q: 3 clusters Score -1327405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1327401.875000 Penalty: 3075.009033
	Iteration 33Q: 3 clusters Score -1327402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1327405.250000 Penalty: 3075.009033
	Iteration 34Q: 3 clusters Score -1327405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1327404.875000 Penalty: 3075.009033
	Iteration 35Q: 3 clusters Score -1327405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1327406.750000 Penalty: 3075.009033
	Iteration 36Q: 3 clusters Score -1327407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1327406.250000 Penalty: 3075.009033
	Iteration 37Q: 3 clusters Score -1327406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1327406.625000 Penalty: 3075.009033
	Iteration 38Q: 3 clusters Score -1327407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1327406.625000 Penalty: 3075.009033
	Iteration 39F: 3 clusters Score -1327407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Entering Unmasked Estep 
Score: -554241.375000 Penalty: 1400.151001
	Iteration 0F: 2 clusters Score -554241.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -549907.375000 Penalty: 2800.302002
	Iteration 0F: 3 clusters Score -549907.4 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -551127.687500 Penalty: 2800.302002
	Iteration 1F: 3 clusters Score -551127.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -551317.875000 Penalty: 2800.302002
	Iteration 2F: 3 clusters Score -551317.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -551438.000000 Penalty: 2800.302002
	Iteration 3Q: 3 clusters Score -551438 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -551532.875000 Penalty: 2800.302002
	Iteration 4Q: 3 clusters Score -551532.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -551609.812500 Penalty: 2800.302002
	Iteration 5Q: 3 clusters Score -551609.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -551673.375000 Penalty: 2800.302002
	Iteration 6Q: 3 clusters Score -551673.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -551738.625000 Penalty: 2800.302002
	Iteration 7Q: 3 clusters Score -551738.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -551813.062500 Penalty: 2800.302002
	Iteration 8Q: 3 clusters Score -551813.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -551902.437500 Penalty: 2800.302002
	Iteration 9Q: 3 clusters Score -551902.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -551996.625000 Penalty: 2800.302002
	Iteration 10Q: 3 clusters Score -551996.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -552102.312500 Penalty: 2800.302002
	Iteration 11Q: 3 clusters Score -552102.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -552217.375000 Penalty: 2800.302002
	Iteration 12Q: 3 clusters Score -552217.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -552346.875000 Penalty: 2800.302002
	Iteration 13Q: 3 clusters Score -552346.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -552494.250000 Penalty: 2800.302002
	Iteration 14Q: 3 clusters Score -552494.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -552630.375000 Penalty: 2800.302002
	Iteration 15Q: 3 clusters Score -552630.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -552759.125000 Penalty: 2800.302002
	Iteration 16Q: 3 clusters Score -552759.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -552861.687500 Penalty: 2800.302002
	Iteration 17Q: 3 clusters Score -552861.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -552934.312500 Penalty: 2800.302002
	Iteration 18Q: 3 clusters Score -552934.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -552969.187500 Penalty: 2800.302002
	Iteration 19Q: 3 clusters Score -552969.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -553002.812500 Penalty: 2800.302002
	Iteration 20F: 3 clusters Score -553002.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -553026.750000 Penalty: 2800.302002
	Iteration 21Q: 3 clusters Score -553026.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -553038.437500 Penalty: 2800.302002
	Iteration 22Q: 3 clusters Score -553038.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -553044.562500 Penalty: 2800.302002
	Iteration 23Q: 3 clusters Score -553044.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -553048.312500 Penalty: 2800.302002
	Iteration 24Q: 3 clusters Score -553048.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -553051.562500 Penalty: 2800.302002
	Iteration 25Q: 3 clusters Score -553051.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -553054.875000 Penalty: 2800.302002
	Iteration 26Q: 3 clusters Score -553054.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -553057.625000 Penalty: 2800.302002
	Iteration 27Q: 3 clusters Score -553057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -553059.500000 Penalty: 2800.302002
	Iteration 28Q: 3 clusters Score -553059.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -553063.125000 Penalty: 2800.302002
	Iteration 29Q: 3 clusters Score -553063.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -553069.625000 Penalty: 2800.302002
	Iteration 30Q: 3 clusters Score -553069.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -553082.437500 Penalty: 2800.302002
	Iteration 31Q: 3 clusters Score -553082.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -553090.500000 Penalty: 2800.302002
	Iteration 32Q: 3 clusters Score -553090.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -553094.000000 Penalty: 2800.302002
	Iteration 33Q: 3 clusters Score -553094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -553097.750000 Penalty: 2800.302002
	Iteration 34Q: 3 clusters Score -553097.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -553099.937500 Penalty: 2800.302002
	Iteration 35Q: 3 clusters Score -553099.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -553101.437500 Penalty: 2800.302002
	Iteration 36Q: 3 clusters Score -553101.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -553103.687500 Penalty: 2800.302002
	Iteration 37Q: 3 clusters Score -553103.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -553105.187500 Penalty: 2800.302002
	Iteration 38Q: 3 clusters Score -553105.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -553107.250000 Penalty: 2800.302002
	Iteration 39Q: 3 clusters Score -553107.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -553109.125000 Penalty: 2800.302002
	Iteration 40F: 3 clusters Score -553109.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -553112.875000 Penalty: 2800.302002
	Iteration 41Q: 3 clusters Score -553112.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -553112.437500 Penalty: 2800.302002
	Iteration 42Q: 3 clusters Score -553112.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -553113.937500 Penalty: 2800.302002
	Iteration 43Q: 3 clusters Score -553113.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -553113.625000 Penalty: 2800.302002
	Iteration 44Q: 3 clusters Score -553113.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -553113.625000 Penalty: 2800.302002
	Iteration 45F: 3 clusters Score -553113.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48720 members 
Entering Unmasked Estep 
Score: -5066557.500000 Penalty: 1753.999878
	Iteration 0F: 2 clusters Score -5066558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -5033939.500000 Penalty: 3507.999756
	Iteration 0F: 3 clusters Score -5033940 nChanged 22813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -5046930.500000 Penalty: 3507.999756
	Iteration 1F: 3 clusters Score -5046930 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -5047544.500000 Penalty: 3507.999756
	Iteration 2Q: 3 clusters Score -5047544 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -5048297.000000 Penalty: 3507.999756
	Iteration 3Q: 3 clusters Score -5048297 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -5049495.500000 Penalty: 3507.999756
	Iteration 4F: 3 clusters Score -5049496 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -5051464.000000 Penalty: 3507.999756
	Iteration 5F: 3 clusters Score -5051464 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -5054543.000000 Penalty: 3507.999756
	Iteration 6F: 3 clusters Score -5054543 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -5058435.000000 Penalty: 3507.999756
	Iteration 7F: 3 clusters Score -5058435 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -5061866.000000 Penalty: 3507.999756
	Iteration 8F: 3 clusters Score -5061866 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5063756.500000 Penalty: 3507.999756
	Iteration 9Q: 3 clusters Score -5063756 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5064538.000000 Penalty: 3507.999756
	Iteration 10Q: 3 clusters Score -5064538 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5064789.500000 Penalty: 3507.999756
	Iteration 11Q: 3 clusters Score -5064790 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5064865.500000 Penalty: 3507.999756
	Iteration 12Q: 3 clusters Score -5064866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5064906.000000 Penalty: 3507.999756
	Iteration 13Q: 3 clusters Score -5064906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5064938.500000 Penalty: 3507.999756
	Iteration 14Q: 3 clusters Score -5064938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5064949.000000 Penalty: 3507.999756
	Iteration 15Q: 3 clusters Score -5064949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -5064959.500000 Penalty: 3507.999756
	Iteration 16Q: 3 clusters Score -5064960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5064962.000000 Penalty: 3507.999756
	Iteration 17Q: 3 clusters Score -5064962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -5064964.500000 Penalty: 3507.999756
	Iteration 18Q: 3 clusters Score -5064964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5064964.500000 Penalty: 3507.999756
	Iteration 19Q: 3 clusters Score -5064964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5064964.500000 Penalty: 3507.999756
	Iteration 20F: 3 clusters Score -5064964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (157196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157196 members 
Entering Unmasked Estep 
Score: -16181020.000000 Penalty: 1944.353027
	Iteration 0F: 2 clusters Score -1.618102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78689 members 
Mstep: Class 2 contains 78507 members 
Entering Unmasked Estep 
Score: -16079805.000000 Penalty: 3888.706055
	Iteration 0F: 3 clusters Score -1.60798e+07 nChanged 75940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81011 members 
Mstep: Class 2 contains 76185 members 
Entering Unmasked Estep 
Score: -16124584.000000 Penalty: 3888.706055
	Iteration 1F: 3 clusters Score -1.612458e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82410 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -16125849.000000 Penalty: 3888.706055
	Iteration 2Q: 3 clusters Score -1.612585e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84319 members 
Mstep: Class 2 contains 72877 members 
Entering Unmasked Estep 
Score: -16127761.000000 Penalty: 3888.706055
	Iteration 3Q: 3 clusters Score -1.612776e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86896 members 
Mstep: Class 2 contains 70300 members 
Entering Unmasked Estep 
Score: -16130954.000000 Penalty: 3888.706055
	Iteration 4Q: 3 clusters Score -1.613095e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90327 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
Score: -16136665.000000 Penalty: 3888.706055
	Iteration 5F: 3 clusters Score -1.613666e+07 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93889 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -16145466.000000 Penalty: 3888.706055
	Iteration 6F: 3 clusters Score -1.614547e+07 nChanged 11428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96621 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -16154878.000000 Penalty: 3888.706055
	Iteration 7F: 3 clusters Score -1.615488e+07 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97858 members 
Mstep: Class 2 contains 59338 members 
Entering Unmasked Estep 
Score: -16160607.000000 Penalty: 3888.706055
	Iteration 8F: 3 clusters Score -1.616061e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98343 members 
Mstep: Class 2 contains 58853 members 
Entering Unmasked Estep 
Score: -16162444.000000 Penalty: 3888.706055
	Iteration 9Q: 3 clusters Score -1.616244e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98724 members 
Mstep: Class 2 contains 58472 members 
Entering Unmasked Estep 
Score: -16163491.000000 Penalty: 3888.706055
	Iteration 10Q: 3 clusters Score -1.616349e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98999 members 
Mstep: Class 2 contains 58197 members 
Entering Unmasked Estep 
Score: -16164119.000000 Penalty: 3888.706055
	Iteration 11Q: 3 clusters Score -1.616412e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99258 members 
Mstep: Class 2 contains 57938 members 
Entering Unmasked Estep 
Score: -16164856.000000 Penalty: 3888.706055
	Iteration 12Q: 3 clusters Score -1.616486e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99479 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -16165535.000000 Penalty: 3888.706055
	Iteration 13Q: 3 clusters Score -1.616554e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99702 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -16166312.000000 Penalty: 3888.706055
	Iteration 14Q: 3 clusters Score -1.616631e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99880 members 
Mstep: Class 2 contains 57316 members 
Entering Unmasked Estep 
Score: -16166927.000000 Penalty: 3888.706055
	Iteration 15Q: 3 clusters Score -1.616693e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100065 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -16167789.000000 Penalty: 3888.706055
	Iteration 16Q: 3 clusters Score -1.616779e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100235 members 
Mstep: Class 2 contains 56961 members 
Entering Unmasked Estep 
Score: -16168362.000000 Penalty: 3888.706055
	Iteration 17Q: 3 clusters Score -1.616836e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100298 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -16168968.000000 Penalty: 3888.706055
	Iteration 18Q: 3 clusters Score -1.616897e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100277 members 
Mstep: Class 2 contains 56919 members 
Entering Unmasked Estep 
Score: -16169612.000000 Penalty: 3888.706055
	Iteration 19Q: 3 clusters Score -1.616961e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100271 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -16170157.000000 Penalty: 3888.706055
	Iteration 20F: 3 clusters Score -1.617016e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100238 members 
Mstep: Class 2 contains 56958 members 
Entering Unmasked Estep 
Score: -16170534.000000 Penalty: 3888.706055
	Iteration 21Q: 3 clusters Score -1.617053e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100175 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -16170915.000000 Penalty: 3888.706055
	Iteration 22Q: 3 clusters Score -1.617092e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100116 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -16171217.000000 Penalty: 3888.706055
	Iteration 23Q: 3 clusters Score -1.617122e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100012 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
Score: -16171501.000000 Penalty: 3888.706055
	Iteration 24Q: 3 clusters Score -1.61715e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99884 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -16171700.000000 Penalty: 3888.706055
	Iteration 25Q: 3 clusters Score -1.61717e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99766 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -16171888.000000 Penalty: 3888.706055
	Iteration 26Q: 3 clusters Score -1.617189e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99695 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -16172009.000000 Penalty: 3888.706055
	Iteration 27Q: 3 clusters Score -1.617201e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99631 members 
Mstep: Class 2 contains 57565 members 
Entering Unmasked Estep 
Score: -16172140.000000 Penalty: 3888.706055
	Iteration 28Q: 3 clusters Score -1.617214e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99563 members 
Mstep: Class 2 contains 57633 members 
Entering Unmasked Estep 
Score: -16172243.000000 Penalty: 3888.706055
	Iteration 29Q: 3 clusters Score -1.617224e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99503 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -16172314.000000 Penalty: 3888.706055
	Iteration 30Q: 3 clusters Score -1.617231e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99454 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
Score: -16172395.000000 Penalty: 3888.706055
	Iteration 31Q: 3 clusters Score -1.61724e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99411 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -16172429.000000 Penalty: 3888.706055
	Iteration 32Q: 3 clusters Score -1.617243e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99383 members 
Mstep: Class 2 contains 57813 members 
Entering Unmasked Estep 
Score: -16172489.000000 Penalty: 3888.706055
	Iteration 33Q: 3 clusters Score -1.617249e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99352 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -16172504.000000 Penalty: 3888.706055
	Iteration 34Q: 3 clusters Score -1.61725e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99346 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -16172506.000000 Penalty: 3888.706055
	Iteration 35Q: 3 clusters Score -1.617251e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99352 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -16172529.000000 Penalty: 3888.706055
	Iteration 36Q: 3 clusters Score -1.617253e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99348 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -16172530.000000 Penalty: 3888.706055
	Iteration 37Q: 3 clusters Score -1.617253e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99357 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -16172524.000000 Penalty: 3888.706055
	Iteration 38Q: 3 clusters Score -1.617252e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99362 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -16172515.000000 Penalty: 3888.706055
	Iteration 39Q: 3 clusters Score -1.617252e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99357 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -16172539.000000 Penalty: 3888.706055
	Iteration 40F: 3 clusters Score -1.617254e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99351 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -16172521.000000 Penalty: 3888.706055
	Iteration 41Q: 3 clusters Score -1.617252e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99352 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -16172528.000000 Penalty: 3888.706055
	Iteration 42Q: 3 clusters Score -1.617253e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99337 members 
Mstep: Class 2 contains 57859 members 
Entering Unmasked Estep 
Score: -16172512.000000 Penalty: 3888.706055
	Iteration 43Q: 3 clusters Score -1.617251e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99326 members 
Mstep: Class 2 contains 57870 members 
Entering Unmasked Estep 
Score: -16172511.000000 Penalty: 3888.706055
	Iteration 44Q: 3 clusters Score -1.617251e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99317 members 
Mstep: Class 2 contains 57879 members 
Entering Unmasked Estep 
Score: -16172520.000000 Penalty: 3888.706055
	Iteration 45Q: 3 clusters Score -1.617252e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99314 members 
Mstep: Class 2 contains 57882 members 
Entering Unmasked Estep 
Score: -16172539.000000 Penalty: 3888.706055
	Iteration 46Q: 3 clusters Score -1.617254e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99308 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -16172521.000000 Penalty: 3888.706055
	Iteration 47Q: 3 clusters Score -1.617252e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99304 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -16172520.000000 Penalty: 3888.706055
	Iteration 48Q: 3 clusters Score -1.617252e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99298 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
Score: -16172536.000000 Penalty: 3888.706055
	Iteration 49Q: 3 clusters Score -1.617254e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99289 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -16172515.000000 Penalty: 3888.706055
	Iteration 50Q: 3 clusters Score -1.617252e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99289 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -16172524.000000 Penalty: 3888.706055
	Iteration 51Q: 3 clusters Score -1.617252e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99285 members 
Mstep: Class 2 contains 57911 members 
Entering Unmasked Estep 
Score: -16172514.000000 Penalty: 3888.706055
	Iteration 52Q: 3 clusters Score -1.617251e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99277 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
Score: -16172520.000000 Penalty: 3888.706055
	Iteration 53Q: 3 clusters Score -1.617252e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99262 members 
Mstep: Class 2 contains 57934 members 
Entering Unmasked Estep 
Score: -16172528.000000 Penalty: 3888.706055
	Iteration 54Q: 3 clusters Score -1.617253e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99247 members 
Mstep: Class 2 contains 57949 members 
Entering Unmasked Estep 
Score: -16172548.000000 Penalty: 3888.706055
	Iteration 55Q: 3 clusters Score -1.617255e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99231 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
Score: -16172549.000000 Penalty: 3888.706055
	Iteration 56Q: 3 clusters Score -1.617255e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99202 members 
Mstep: Class 2 contains 57994 members 
Entering Unmasked Estep 
Score: -16172555.000000 Penalty: 3888.706055
	Iteration 57Q: 3 clusters Score -1.617256e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99163 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -16172557.000000 Penalty: 3888.706055
	Iteration 58Q: 3 clusters Score -1.617256e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99140 members 
Mstep: Class 2 contains 58056 members 
Entering Unmasked Estep 
Score: -16172527.000000 Penalty: 3888.706055
	Iteration 59Q: 3 clusters Score -1.617253e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99123 members 
Mstep: Class 2 contains 58073 members 
Entering Unmasked Estep 
Score: -16172552.000000 Penalty: 3888.706055
	Iteration 60F: 3 clusters Score -1.617255e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99114 members 
Mstep: Class 2 contains 58082 members 
Entering Unmasked Estep 
Score: -16172545.000000 Penalty: 3888.706055
	Iteration 61Q: 3 clusters Score -1.617254e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99101 members 
Mstep: Class 2 contains 58095 members 
Entering Unmasked Estep 
Score: -16172560.000000 Penalty: 3888.706055
	Iteration 62Q: 3 clusters Score -1.617256e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99103 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -16172568.000000 Penalty: 3888.706055
	Iteration 63Q: 3 clusters Score -1.617257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99101 members 
Mstep: Class 2 contains 58095 members 
Entering Unmasked Estep 
Score: -16172562.000000 Penalty: 3888.706055
	Iteration 64Q: 3 clusters Score -1.617256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99103 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -16172575.000000 Penalty: 3888.706055
	Iteration 65Q: 3 clusters Score -1.617258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99099 members 
Mstep: Class 2 contains 58097 members 
Entering Unmasked Estep 
Score: -16172561.000000 Penalty: 3888.706055
	Iteration 66Q: 3 clusters Score -1.617256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99095 members 
Mstep: Class 2 contains 58101 members 
Entering Unmasked Estep 
Score: -16172543.000000 Penalty: 3888.706055
	Iteration 67Q: 3 clusters Score -1.617254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99100 members 
Mstep: Class 2 contains 58096 members 
Entering Unmasked Estep 
Score: -16172550.000000 Penalty: 3888.706055
	Iteration 68Q: 3 clusters Score -1.617255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99103 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -16172550.000000 Penalty: 3888.706055
	Iteration 69Q: 3 clusters Score -1.617255e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99107 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -16172553.000000 Penalty: 3888.706055
	Iteration 70Q: 3 clusters Score -1.617255e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99113 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -16172560.000000 Penalty: 3888.706055
	Iteration 71Q: 3 clusters Score -1.617256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99119 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -16172572.000000 Penalty: 3888.706055
	Iteration 72Q: 3 clusters Score -1.617257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99124 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -16172586.000000 Penalty: 3888.706055
	Iteration 73Q: 3 clusters Score -1.617259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99130 members 
Mstep: Class 2 contains 58066 members 
Entering Unmasked Estep 
Score: -16172583.000000 Penalty: 3888.706055
	Iteration 74Q: 3 clusters Score -1.617258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99138 members 
Mstep: Class 2 contains 58058 members 
Entering Unmasked Estep 
Score: -16172590.000000 Penalty: 3888.706055
	Iteration 75Q: 3 clusters Score -1.617259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99144 members 
Mstep: Class 2 contains 58052 members 
Entering Unmasked Estep 
Score: -16172591.000000 Penalty: 3888.706055
	Iteration 76Q: 3 clusters Score -1.617259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99146 members 
Mstep: Class 2 contains 58050 members 
Entering Unmasked Estep 
Score: -16172569.000000 Penalty: 3888.706055
	Iteration 77Q: 3 clusters Score -1.617257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99148 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -16172571.000000 Penalty: 3888.706055
	Iteration 78Q: 3 clusters Score -1.617257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99155 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -16172554.000000 Penalty: 3888.706055
	Iteration 79Q: 3 clusters Score -1.617255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99157 members 
Mstep: Class 2 contains 58039 members 
Entering Unmasked Estep 
Score: -16172554.000000 Penalty: 3888.706055
	Iteration 80F: 3 clusters Score -1.617255e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99161 members 
Mstep: Class 2 contains 58035 members 
Entering Unmasked Estep 
Score: -16172563.000000 Penalty: 3888.706055
	Iteration 81Q: 3 clusters Score -1.617256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99163 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -16172555.000000 Penalty: 3888.706055
	Iteration 82Q: 3 clusters Score -1.617256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99163 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -16172559.000000 Penalty: 3888.706055
	Iteration 83Q: 3 clusters Score -1.617256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99163 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -16172555.000000 Penalty: 3888.706055
	Iteration 84Q: 3 clusters Score -1.617256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99161 members 
Mstep: Class 2 contains 58035 members 
Entering Unmasked Estep 
Score: -16172557.000000 Penalty: 3888.706055
	Iteration 85Q: 3 clusters Score -1.617256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99162 members 
Mstep: Class 2 contains 58034 members 
Entering Unmasked Estep 
Score: -16172558.000000 Penalty: 3888.706055
	Iteration 86Q: 3 clusters Score -1.617256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99163 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -16172559.000000 Penalty: 3888.706055
	Iteration 87Q: 3 clusters Score -1.617256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99163 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -16172559.000000 Penalty: 3888.706055
	Iteration 88F: 3 clusters Score -1.617256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -228796.906250 Penalty: 1242.997681
	Iteration 0F: 2 clusters Score -228796.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -226635.078125 Penalty: 2485.995361
	Iteration 0F: 3 clusters Score -226635.1 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -227083.750000 Penalty: 2485.995361
	Iteration 1F: 3 clusters Score -227083.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -227171.296875 Penalty: 2485.995361
	Iteration 2F: 3 clusters Score -227171.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -227217.562500 Penalty: 2485.995361
	Iteration 3Q: 3 clusters Score -227217.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -227249.703125 Penalty: 2485.995361
	Iteration 4Q: 3 clusters Score -227249.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -227273.109375 Penalty: 2485.995361
	Iteration 5Q: 3 clusters Score -227273.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -227290.640625 Penalty: 2485.995361
	Iteration 6Q: 3 clusters Score -227290.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -227308.828125 Penalty: 2485.995361
	Iteration 7Q: 3 clusters Score -227308.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -227320.250000 Penalty: 2485.995361
	Iteration 8Q: 3 clusters Score -227320.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -227329.187500 Penalty: 2485.995361
	Iteration 9Q: 3 clusters Score -227329.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -227335.375000 Penalty: 2485.995361
	Iteration 10Q: 3 clusters Score -227335.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -227341.328125 Penalty: 2485.995361
	Iteration 11Q: 3 clusters Score -227341.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -227346.328125 Penalty: 2485.995361
	Iteration 12Q: 3 clusters Score -227346.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -227348.812500 Penalty: 2485.995361
	Iteration 13Q: 3 clusters Score -227348.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -227350.015625 Penalty: 2485.995361
	Iteration 14Q: 3 clusters Score -227350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -227351.718750 Penalty: 2485.995361
	Iteration 15Q: 3 clusters Score -227351.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -227352.781250 Penalty: 2485.995361
	Iteration 16Q: 3 clusters Score -227352.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -227353.984375 Penalty: 2485.995361
	Iteration 17Q: 3 clusters Score -227354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -227354.390625 Penalty: 2485.995361
	Iteration 18Q: 3 clusters Score -227354.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -227354.718750 Penalty: 2485.995361
	Iteration 19Q: 3 clusters Score -227354.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -227354.718750 Penalty: 2485.995361
	Iteration 20F: 3 clusters Score -227354.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (135198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135198 members 
Entering Unmasked Estep 
Score: -13749799.000000 Penalty: 1919.855591
	Iteration 0F: 2 clusters Score -1.37498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67487 members 
Mstep: Class 2 contains 67711 members 
Entering Unmasked Estep 
Score: -13659389.000000 Penalty: 3839.711182
	Iteration 0F: 3 clusters Score -1.365939e+07 nChanged 65220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62105 members 
Mstep: Class 2 contains 73093 members 
Entering Unmasked Estep 
Score: -13698868.000000 Penalty: 3839.711182
	Iteration 1F: 3 clusters Score -1.369887e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -13700787.000000 Penalty: 3839.711182
	Iteration 2Q: 3 clusters Score -1.370079e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 81294 members 
Entering Unmasked Estep 
Score: -13703557.000000 Penalty: 3839.711182
	Iteration 3Q: 3 clusters Score -1.370356e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 87666 members 
Entering Unmasked Estep 
Score: -13707443.000000 Penalty: 3839.711182
	Iteration 4F: 3 clusters Score -1.370744e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 95679 members 
Entering Unmasked Estep 
Score: -13712889.000000 Penalty: 3839.711182
	Iteration 5F: 3 clusters Score -1.371289e+07 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 105350 members 
Entering Unmasked Estep 
Score: -13720493.000000 Penalty: 3839.711182
	Iteration 6F: 3 clusters Score -1.372049e+07 nChanged 10215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 115509 members 
Entering Unmasked Estep 
Score: -13729742.000000 Penalty: 3839.711182
	Iteration 7F: 3 clusters Score -1.372974e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 124500 members 
Entering Unmasked Estep 
Score: -13738244.000000 Penalty: 3839.711182
	Iteration 8F: 3 clusters Score -1.373824e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 130431 members 
Entering Unmasked Estep 
Score: -13743801.000000 Penalty: 3839.711182
	Iteration 9Q: 3 clusters Score -1.37438e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 133357 members 
Entering Unmasked Estep 
Score: -13746461.000000 Penalty: 3839.711182
	Iteration 10Q: 3 clusters Score -1.374646e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 134505 members 
Entering Unmasked Estep 
Score: -13747540.000000 Penalty: 3839.711182
	Iteration 11Q: 3 clusters Score -1.374754e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 134861 members 
Entering Unmasked Estep 
Score: -13747848.000000 Penalty: 3839.711182
	Iteration 12Q: 3 clusters Score -1.374785e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 134966 members 
Entering Unmasked Estep 
Score: -13747967.000000 Penalty: 3839.711182
	Iteration 13Q: 3 clusters Score -1.374797e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 134996 members 
Entering Unmasked Estep 
Score: -13748042.000000 Penalty: 3839.711182
	Iteration 14Q: 3 clusters Score -1.374804e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 135013 members 
Entering Unmasked Estep 
Score: -13748084.000000 Penalty: 3839.711182
	Iteration 15Q: 3 clusters Score -1.374808e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 135021 members 
Entering Unmasked Estep 
Score: -13748110.000000 Penalty: 3839.711182
	Iteration 16Q: 3 clusters Score -1.374811e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 135027 members 
Entering Unmasked Estep 
Score: -13748116.000000 Penalty: 3839.711182
	Iteration 17Q: 3 clusters Score -1.374812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 135033 members 
Entering Unmasked Estep 
Score: -13748126.000000 Penalty: 3839.711182
	Iteration 18Q: 3 clusters Score -1.374813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 135034 members 
Entering Unmasked Estep 
Score: -13748132.000000 Penalty: 3839.711182
	Iteration 19Q: 3 clusters Score -1.374813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 135035 members 
Entering Unmasked Estep 
Score: -13748137.000000 Penalty: 3839.711182
	Iteration 20F: 3 clusters Score -1.374814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 135034 members 
Entering Unmasked Estep 
Score: -13748136.000000 Penalty: 3839.711182
	Iteration 21Q: 3 clusters Score -1.374814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 135035 members 
Entering Unmasked Estep 
Score: -13748146.000000 Penalty: 3839.711182
	Iteration 22Q: 3 clusters Score -1.374815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 135036 members 
Entering Unmasked Estep 
Score: -13748145.000000 Penalty: 3839.711182
	Iteration 23Q: 3 clusters Score -1.374814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 135036 members 
Entering Unmasked Estep 
Score: -13748153.000000 Penalty: 3839.711182
	Iteration 24Q: 3 clusters Score -1.374815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 135035 members 
Entering Unmasked Estep 
Score: -13748158.000000 Penalty: 3839.711182
	Iteration 25Q: 3 clusters Score -1.374816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 135035 members 
Entering Unmasked Estep 
Score: -13748158.000000 Penalty: 3839.711182
	Iteration 26F: 3 clusters Score -1.374816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 4845 members 
Mstep: Class 3 contains 2843 members 
Mstep: Class 4 contains 151354 members 
Mstep: Class 5 contains 6603 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 134034 members 
Mstep: Class 11 contains 133960 members 
Mstep: Class 12 contains 128287 members 
Mstep: Class 14 contains 150021 members 
Mstep: Class 15 contains 172287 members 
Mstep: Class 16 contains 12856 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 19 contains 48720 members 
Mstep: Class 20 contains 157196 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 135198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127948312.000000 Penalty: 38861.996094
Iteration 319Q: 18 clusters Score -1.279483e+08 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 2848 members 
Mstep: Class 4 contains 151339 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 8 contains 3840 members 
Mstep: Class 9 contains 133749 members 
Mstep: Class 11 contains 133999 members 
Mstep: Class 12 contains 126387 members 
Mstep: Class 14 contains 151963 members 
Mstep: Class 15 contains 172001 members 
Mstep: Class 16 contains 12872 members 
Mstep: Class 17 contains 5537 members 
Mstep: Class 19 contains 49331 members 
Mstep: Class 20 contains 157003 members 
Mstep: Class 21 contains 2102 members 
Mstep: Class 22 contains 135223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127948928.000000 Penalty: 38861.996094
Iteration 320F: 18 clusters Score -1.279489e+08 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 4771 members 
Mstep: Class 3 contains 2844 members 
Mstep: Class 4 contains 151368 members 
Mstep: Class 5 contains 6699 members 
Mstep: Class 8 contains 3838 members 
Mstep: Class 9 contains 133431 members 
Mstep: Class 11 contains 134022 members 
Mstep: Class 12 contains 124504 members 
Mstep: Class 14 contains 153883 members 
Mstep: Class 15 contains 171708 members 
Mstep: Class 16 contains 12896 members 
Mstep: Class 17 contains 5544 members 
Mstep: Class 19 contains 50016 members 
Mstep: Class 20 contains 156792 members 
Mstep: Class 21 contains 2108 members 
Mstep: Class 22 contains 135185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127949080.000000 Penalty: 38861.996094
Iteration 321Q: 18 clusters Score -1.279491e+08 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 4731 members 
Mstep: Class 3 contains 2841 members 
Mstep: Class 4 contains 151410 members 
Mstep: Class 5 contains 6750 members 
Mstep: Class 8 contains 3834 members 
Mstep: Class 9 contains 133083 members 
Mstep: Class 11 contains 134053 members 
Mstep: Class 12 contains 122573 members 
Mstep: Class 14 contains 155839 members 
Mstep: Class 15 contains 171370 members 
Mstep: Class 16 contains 12910 members 
Mstep: Class 17 contains 5549 members 
Mstep: Class 19 contains 50774 members 
Mstep: Class 20 contains 156621 members 
Mstep: Class 21 contains 2112 members 
Mstep: Class 22 contains 135148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127948856.000000 Penalty: 38861.996094
Iteration 322Q: 18 clusters Score -1.279489e+08 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 4684 members 
Mstep: Class 3 contains 2842 members 
Mstep: Class 4 contains 151453 members 
Mstep: Class 5 contains 6809 members 
Mstep: Class 8 contains 3832 members 
Mstep: Class 9 contains 132689 members 
Mstep: Class 11 contains 134104 members 
Mstep: Class 12 contains 120693 members 
Mstep: Class 14 contains 157692 members 
Mstep: Class 15 contains 171092 members 
Mstep: Class 16 contains 12912 members 
Mstep: Class 17 contains 5551 members 
Mstep: Class 19 contains 51557 members 
Mstep: Class 20 contains 156447 members 
Mstep: Class 21 contains 2116 members 
Mstep: Class 22 contains 135109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127949016.000000 Penalty: 38861.996094
Iteration 323Q: 18 clusters Score -1.27949e+08 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 4632 members 
Mstep: Class 3 contains 2846 members 
Mstep: Class 4 contains 151510 members 
Mstep: Class 5 contains 6864 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 132253 members 
Mstep: Class 11 contains 134122 members 
Mstep: Class 12 contains 118771 members 
Mstep: Class 14 contains 159428 members 
Mstep: Class 15 contains 170866 members 
Mstep: Class 16 contains 12924 members 
Mstep: Class 17 contains 5557 members 
Mstep: Class 19 contains 52400 members 
Mstep: Class 20 contains 156336 members 
Mstep: Class 21 contains 2116 members 
Mstep: Class 22 contains 135131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127948688.000000 Penalty: 38861.996094
Iteration 324Q: 18 clusters Score -1.279487e+08 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 4578 members 
Mstep: Class 3 contains 2852 members 
Mstep: Class 4 contains 151544 members 
Mstep: Class 5 contains 6919 members 
Mstep: Class 8 contains 3827 members 
Mstep: Class 9 contains 131836 members 
Mstep: Class 11 contains 134144 members 
Mstep: Class 12 contains 116921 members 
Mstep: Class 14 contains 161042 members 
Mstep: Class 15 contains 170600 members 
Mstep: Class 16 contains 12933 members 
Mstep: Class 17 contains 5551 members 
Mstep: Class 19 contains 53349 members 
Mstep: Class 20 contains 156207 members 
Mstep: Class 21 contains 2119 members 
Mstep: Class 22 contains 135200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127948536.000000 Penalty: 38861.996094
Iteration 325Q: 18 clusters Score -1.279485e+08 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 4516 members 
Mstep: Class 3 contains 2860 members 
Mstep: Class 4 contains 151643 members 
Mstep: Class 5 contains 6957 members 
Mstep: Class 8 contains 3823 members 
Mstep: Class 9 contains 131427 members 
Mstep: Class 11 contains 134187 members 
Mstep: Class 12 contains 115080 members 
Mstep: Class 14 contains 162428 members 
Mstep: Class 15 contains 170322 members 
Mstep: Class 16 contains 12948 members 
Mstep: Class 17 contains 5557 members 
Mstep: Class 19 contains 54390 members 
Mstep: Class 20 contains 156116 members 
Mstep: Class 21 contains 2123 members 
Mstep: Class 22 contains 135302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127948576.000000 Penalty: 38861.996094
Iteration 326Q: 18 clusters Score -1.279486e+08 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 4457 members 
Mstep: Class 3 contains 2860 members 
Mstep: Class 4 contains 151794 members 
Mstep: Class 5 contains 6988 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 131047 members 
Mstep: Class 11 contains 134235 members 
Mstep: Class 12 contains 113304 members 
Mstep: Class 14 contains 163599 members 
Mstep: Class 15 contains 169984 members 
Mstep: Class 16 contains 12973 members 
Mstep: Class 17 contains 5552 members 
Mstep: Class 19 contains 55498 members 
Mstep: Class 20 contains 156080 members 
Mstep: Class 21 contains 2128 members 
Mstep: Class 22 contains 135417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127948376.000000 Penalty: 38861.996094
Iteration 327Q: 18 clusters Score -1.279484e+08 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 4408 members 
Mstep: Class 3 contains 2865 members 
Mstep: Class 4 contains 151971 members 
Mstep: Class 5 contains 7039 members 
Mstep: Class 8 contains 3817 members 
Mstep: Class 9 contains 130765 members 
Mstep: Class 11 contains 134271 members 
Mstep: Class 12 contains 111606 members 
Mstep: Class 14 contains 164406 members 
Mstep: Class 15 contains 169601 members 
Mstep: Class 16 contains 13002 members 
Mstep: Class 17 contains 5556 members 
Mstep: Class 19 contains 56728 members 
Mstep: Class 20 contains 156124 members 
Mstep: Class 21 contains 2132 members 
Mstep: Class 22 contains 135559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127948360.000000 Penalty: 38861.996094
Iteration 328Q: 18 clusters Score -1.279484e+08 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 4344 members 
Mstep: Class 3 contains 2869 members 
Mstep: Class 4 contains 152180 members 
Mstep: Class 5 contains 7098 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 130573 members 
Mstep: Class 11 contains 134322 members 
Mstep: Class 12 contains 109953 members 
Mstep: Class 14 contains 165039 members 
Mstep: Class 15 contains 169205 members 
Mstep: Class 16 contains 13040 members 
Mstep: Class 17 contains 5551 members 
Mstep: Class 19 contains 57958 members 
Mstep: Class 20 contains 156182 members 
Mstep: Class 21 contains 2136 members 
Mstep: Class 22 contains 135740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127948520.000000 Penalty: 38861.996094
Iteration 329Q: 18 clusters Score -1.279485e+08 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 4272 members 
Mstep: Class 3 contains 2869 members 
Mstep: Class 4 contains 152382 members 
Mstep: Class 5 contains 7151 members 
Mstep: Class 8 contains 3799 members 
Mstep: Class 9 contains 130376 members 
Mstep: Class 11 contains 134373 members 
Mstep: Class 12 contains 108339 members 
Mstep: Class 14 contains 165571 members 
Mstep: Class 15 contains 168808 members 
Mstep: Class 16 contains 13069 members 
Mstep: Class 17 contains 5552 members 
Mstep: Class 19 contains 59249 members 
Mstep: Class 20 contains 156289 members 
Mstep: Class 21 contains 2133 members 
Mstep: Class 22 contains 135944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127949096.000000 Penalty: 38861.996094
Iteration 330Q: 18 clusters Score -1.279491e+08 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 2882 members 
Mstep: Class 4 contains 152572 members 
Mstep: Class 5 contains 7190 members 
Mstep: Class 8 contains 3788 members 
Mstep: Class 9 contains 130211 members 
Mstep: Class 11 contains 134420 members 
Mstep: Class 12 contains 106718 members 
Mstep: Class 14 contains 165947 members 
Mstep: Class 15 contains 168479 members 
Mstep: Class 16 contains 13101 members 
Mstep: Class 17 contains 5538 members 
Mstep: Class 19 contains 60594 members 
Mstep: Class 20 contains 156388 members 
Mstep: Class 21 contains 2127 members 
Mstep: Class 22 contains 136197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127949392.000000 Penalty: 38861.996094
Iteration 331Q: 18 clusters Score -1.279494e+08 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 152732 members 
Mstep: Class 5 contains 7218 members 
Mstep: Class 8 contains 3780 members 
Mstep: Class 9 contains 130095 members 
Mstep: Class 11 contains 134468 members 
Mstep: Class 12 contains 105185 members 
Mstep: Class 14 contains 166179 members 
Mstep: Class 15 contains 168150 members 
Mstep: Class 16 contains 13142 members 
Mstep: Class 17 contains 5511 members 
Mstep: Class 19 contains 61933 members 
Mstep: Class 20 contains 156500 members 
Mstep: Class 21 contains 2137 members 
Mstep: Class 22 contains 136485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127949296.000000 Penalty: 38861.996094
Iteration 332Q: 18 clusters Score -1.279493e+08 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 4052 members 
Mstep: Class 3 contains 2908 members 
Mstep: Class 4 contains 152906 members 
Mstep: Class 5 contains 7238 members 
Mstep: Class 8 contains 3777 members 
Mstep: Class 9 contains 130033 members 
Mstep: Class 11 contains 134491 members 
Mstep: Class 12 contains 103702 members 
Mstep: Class 14 contains 166322 members 
Mstep: Class 15 contains 167855 members 
Mstep: Class 16 contains 13187 members 
Mstep: Class 17 contains 5486 members 
Mstep: Class 19 contains 63223 members 
Mstep: Class 20 contains 156644 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 136774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127949200.000000 Penalty: 38861.996094
Iteration 333Q: 18 clusters Score -1.279492e+08 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 3983 members 
Mstep: Class 3 contains 2918 members 
Mstep: Class 4 contains 153092 members 
Mstep: Class 5 contains 7257 members 
Mstep: Class 8 contains 3770 members 
Mstep: Class 9 contains 130009 members 
Mstep: Class 11 contains 134522 members 
Mstep: Class 12 contains 102244 members 
Mstep: Class 14 contains 166254 members 
Mstep: Class 15 contains 167536 members 
Mstep: Class 16 contains 13252 members 
Mstep: Class 17 contains 5489 members 
Mstep: Class 19 contains 64624 members 
Mstep: Class 20 contains 156786 members 
Mstep: Class 21 contains 2147 members 
Mstep: Class 22 contains 137099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127949832.000000 Penalty: 38861.996094
Iteration 334Q: 18 clusters Score -1.279498e+08 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 3902 members 
Mstep: Class 3 contains 2918 members 
Mstep: Class 4 contains 153303 members 
Mstep: Class 5 contains 7278 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 130074 members 
Mstep: Class 11 contains 134537 members 
Mstep: Class 12 contains 100868 members 
Mstep: Class 14 contains 166067 members 
Mstep: Class 15 contains 167187 members 
Mstep: Class 16 contains 13309 members 
Mstep: Class 17 contains 5499 members 
Mstep: Class 19 contains 66011 members 
Mstep: Class 20 contains 156901 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 137468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127950168.000000 Penalty: 38861.996094
Iteration 335Q: 18 clusters Score -1.279502e+08 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 3845 members 
Mstep: Class 3 contains 2919 members 
Mstep: Class 4 contains 153508 members 
Mstep: Class 5 contains 7292 members 
Mstep: Class 8 contains 3750 members 
Mstep: Class 9 contains 130158 members 
Mstep: Class 11 contains 134553 members 
Mstep: Class 12 contains 99514 members 
Mstep: Class 14 contains 165828 members 
Mstep: Class 15 contains 166840 members 
Mstep: Class 16 contains 13370 members 
Mstep: Class 17 contains 5506 members 
Mstep: Class 19 contains 67339 members 
Mstep: Class 20 contains 157084 members 
Mstep: Class 21 contains 2153 members 
Mstep: Class 22 contains 137826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127950424.000000 Penalty: 38861.996094
Iteration 336Q: 18 clusters Score -1.279504e+08 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 3784 members 
Mstep: Class 3 contains 2923 members 
Mstep: Class 4 contains 153733 members 
Mstep: Class 5 contains 7309 members 
Mstep: Class 8 contains 3746 members 
Mstep: Class 9 contains 130228 members 
Mstep: Class 11 contains 134567 members 
Mstep: Class 12 contains 98104 members 
Mstep: Class 14 contains 165527 members 
Mstep: Class 15 contains 166549 members 
Mstep: Class 16 contains 13454 members 
Mstep: Class 17 contains 5518 members 
Mstep: Class 19 contains 68659 members 
Mstep: Class 20 contains 157291 members 
Mstep: Class 21 contains 2158 members 
Mstep: Class 22 contains 138157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127950568.000000 Penalty: 38861.996094
Iteration 337Q: 18 clusters Score -1.279506e+08 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 2929 members 
Mstep: Class 4 contains 153911 members 
Mstep: Class 5 contains 7324 members 
Mstep: Class 8 contains 3743 members 
Mstep: Class 9 contains 130324 members 
Mstep: Class 11 contains 134570 members 
Mstep: Class 12 contains 96646 members 
Mstep: Class 14 contains 165276 members 
Mstep: Class 15 contains 166368 members 
Mstep: Class 16 contains 13543 members 
Mstep: Class 17 contains 5544 members 
Mstep: Class 19 contains 69891 members 
Mstep: Class 20 contains 157526 members 
Mstep: Class 21 contains 2161 members 
Mstep: Class 22 contains 138448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127951192.000000 Penalty: 38861.996094
Iteration 338Q: 18 clusters Score -1.279512e+08 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 3675 members 
Mstep: Class 3 contains 2931 members 
Mstep: Class 4 contains 154089 members 
Mstep: Class 5 contains 7338 members 
Mstep: Class 8 contains 3743 members 
Mstep: Class 9 contains 130484 members 
Mstep: Class 11 contains 134562 members 
Mstep: Class 12 contains 95188 members 
Mstep: Class 14 contains 164918 members 
Mstep: Class 15 contains 166237 members 
Mstep: Class 16 contains 13628 members 
Mstep: Class 17 contains 5598 members 
Mstep: Class 19 contains 71153 members 
Mstep: Class 20 contains 157748 members 
Mstep: Class 21 contains 2163 members 
Mstep: Class 22 contains 138716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127951152.000000 Penalty: 38861.996094
Iteration 339Q: 18 clusters Score -1.279512e+08 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 3607 members 
Mstep: Class 3 contains 2927 members 
Mstep: Class 4 contains 154290 members 
Mstep: Class 5 contains 7353 members 
Mstep: Class 8 contains 3737 members 
Mstep: Class 9 contains 130666 members 
Mstep: Class 11 contains 134544 members 
Mstep: Class 12 contains 93856 members 
Mstep: Class 14 contains 164538 members 
Mstep: Class 15 contains 166134 members 
Mstep: Class 16 contains 13711 members 
Mstep: Class 17 contains 5641 members 
Mstep: Class 19 contains 72269 members 
Mstep: Class 20 contains 157950 members 
Mstep: Class 21 contains 2169 members 
Mstep: Class 22 contains 139021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127951032.000000 Penalty: 38861.996094
Iteration 340F: 18 clusters Score -1.27951e+08 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 3523 members 
Mstep: Class 3 contains 2931 members 
Mstep: Class 4 contains 154467 members 
Mstep: Class 5 contains 7369 members 
Mstep: Class 8 contains 3734 members 
Mstep: Class 9 contains 130875 members 
Mstep: Class 11 contains 134540 members 
Mstep: Class 12 contains 92479 members 
Mstep: Class 14 contains 164243 members 
Mstep: Class 15 contains 166117 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 5687 members 
Mstep: Class 19 contains 73289 members 
Mstep: Class 20 contains 158143 members 
Mstep: Class 21 contains 2169 members 
Mstep: Class 22 contains 139279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127951160.000000 Penalty: 38861.996094
Iteration 341Q: 18 clusters Score -1.279512e+08 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 2933 members 
Mstep: Class 4 contains 154638 members 
Mstep: Class 5 contains 7379 members 
Mstep: Class 8 contains 3729 members 
Mstep: Class 9 contains 131107 members 
Mstep: Class 11 contains 134533 members 
Mstep: Class 12 contains 91071 members 
Mstep: Class 14 contains 163955 members 
Mstep: Class 15 contains 166140 members 
Mstep: Class 16 contains 13877 members 
Mstep: Class 17 contains 5752 members 
Mstep: Class 19 contains 74237 members 
Mstep: Class 20 contains 158351 members 
Mstep: Class 21 contains 2171 members 
Mstep: Class 22 contains 139531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127951216.000000 Penalty: 38861.996094
Iteration 342Q: 18 clusters Score -1.279512e+08 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 3400 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 154824 members 
Mstep: Class 5 contains 7392 members 
Mstep: Class 8 contains 3730 members 
Mstep: Class 9 contains 131343 members 
Mstep: Class 11 contains 134528 members 
Mstep: Class 12 contains 89643 members 
Mstep: Class 14 contains 163722 members 
Mstep: Class 15 contains 166179 members 
Mstep: Class 16 contains 13959 members 
Mstep: Class 17 contains 5836 members 
Mstep: Class 19 contains 75033 members 
Mstep: Class 20 contains 158565 members 
Mstep: Class 21 contains 2173 members 
Mstep: Class 22 contains 139817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127951384.000000 Penalty: 38861.996094
Iteration 343Q: 18 clusters Score -1.279514e+08 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 3335 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 154969 members 
Mstep: Class 5 contains 7406 members 
Mstep: Class 8 contains 3728 members 
Mstep: Class 9 contains 131594 members 
Mstep: Class 11 contains 134534 members 
Mstep: Class 12 contains 88289 members 
Mstep: Class 14 contains 163545 members 
Mstep: Class 15 contains 166267 members 
Mstep: Class 16 contains 14017 members 
Mstep: Class 17 contains 5923 members 
Mstep: Class 19 contains 75736 members 
Mstep: Class 20 contains 158806 members 
Mstep: Class 21 contains 2177 members 
Mstep: Class 22 contains 140040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127951704.000000 Penalty: 38861.996094
Iteration 344Q: 18 clusters Score -1.279517e+08 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 3275 members 
Mstep: Class 3 contains 2934 members 
Mstep: Class 4 contains 155078 members 
Mstep: Class 5 contains 7431 members 
Mstep: Class 8 contains 3728 members 
Mstep: Class 9 contains 131834 members 
Mstep: Class 11 contains 134529 members 
Mstep: Class 12 contains 86979 members 
Mstep: Class 14 contains 163379 members 
Mstep: Class 15 contains 166398 members 
Mstep: Class 16 contains 14063 members 
Mstep: Class 17 contains 6007 members 
Mstep: Class 19 contains 76377 members 
Mstep: Class 20 contains 159085 members 
Mstep: Class 21 contains 2179 members 
Mstep: Class 22 contains 140263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127951592.000000 Penalty: 38861.996094
Iteration 345Q: 18 clusters Score -1.279516e+08 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 3213 members 
Mstep: Class 3 contains 2940 members 
Mstep: Class 4 contains 155192 members 
Mstep: Class 5 contains 7460 members 
Mstep: Class 8 contains 3728 members 
Mstep: Class 9 contains 132112 members 
Mstep: Class 11 contains 134540 members 
Mstep: Class 12 contains 85663 members 
Mstep: Class 14 contains 163238 members 
Mstep: Class 15 contains 166518 members 
Mstep: Class 16 contains 14113 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 19 contains 76966 members 
Mstep: Class 20 contains 159340 members 
Mstep: Class 21 contains 2181 members 
Mstep: Class 22 contains 140502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127951688.000000 Penalty: 38861.996094
Iteration 346Q: 18 clusters Score -1.279517e+08 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 3163 members 
Mstep: Class 3 contains 2948 members 
Mstep: Class 4 contains 155309 members 
Mstep: Class 5 contains 7482 members 
Mstep: Class 8 contains 3720 members 
Mstep: Class 9 contains 132392 members 
Mstep: Class 11 contains 134572 members 
Mstep: Class 12 contains 84386 members 
Mstep: Class 14 contains 163081 members 
Mstep: Class 15 contains 166663 members 
Mstep: Class 16 contains 14172 members 
Mstep: Class 17 contains 6168 members 
Mstep: Class 19 contains 77448 members 
Mstep: Class 20 contains 159595 members 
Mstep: Class 21 contains 2180 members 
Mstep: Class 22 contains 140755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127951832.000000 Penalty: 38861.996094
Iteration 347Q: 18 clusters Score -1.279518e+08 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 3122 members 
Mstep: Class 3 contains 2953 members 
Mstep: Class 4 contains 155444 members 
Mstep: Class 5 contains 7499 members 
Mstep: Class 8 contains 3720 members 
Mstep: Class 9 contains 132707 members 
Mstep: Class 11 contains 134584 members 
Mstep: Class 12 contains 83136 members 
Mstep: Class 14 contains 162959 members 
Mstep: Class 15 contains 166801 members 
Mstep: Class 16 contains 14229 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 19 contains 77914 members 
Mstep: Class 20 contains 159795 members 
Mstep: Class 21 contains 2186 members 
Mstep: Class 22 contains 140973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127951864.000000 Penalty: 38861.996094
Iteration 348Q: 18 clusters Score -1.279519e+08 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 3089 members 
Mstep: Class 3 contains 2947 members 
Mstep: Class 4 contains 155596 members 
Mstep: Class 5 contains 7516 members 
Mstep: Class 8 contains 3718 members 
Mstep: Class 9 contains 133019 members 
Mstep: Class 11 contains 134581 members 
Mstep: Class 12 contains 81884 members 
Mstep: Class 14 contains 162878 members 
Mstep: Class 15 contains 166936 members 
Mstep: Class 16 contains 14279 members 
Mstep: Class 17 contains 6389 members 
Mstep: Class 19 contains 78343 members 
Mstep: Class 20 contains 159981 members 
Mstep: Class 21 contains 2187 members 
Mstep: Class 22 contains 141189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127951824.000000 Penalty: 38861.996094
Iteration 349Q: 18 clusters Score -1.279518e+08 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 3061 members 
Mstep: Class 3 contains 2942 members 
Mstep: Class 4 contains 155728 members 
Mstep: Class 5 contains 7535 members 
Mstep: Class 8 contains 3718 members 
Mstep: Class 9 contains 133325 members 
Mstep: Class 11 contains 134592 members 
Mstep: Class 12 contains 80658 members 
Mstep: Class 14 contains 162773 members 
Mstep: Class 15 contains 167052 members 
Mstep: Class 16 contains 14317 members 
Mstep: Class 17 contains 6535 members 
Mstep: Class 19 contains 78772 members 
Mstep: Class 20 contains 160175 members 
Mstep: Class 21 contains 2192 members 
Mstep: Class 22 contains 141401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127951624.000000 Penalty: 38861.996094
Iteration 350Q: 18 clusters Score -1.279516e+08 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 3035 members 
Mstep: Class 3 contains 2941 members 
Mstep: Class 4 contains 155880 members 
Mstep: Class 5 contains 7551 members 
Mstep: Class 8 contains 3716 members 
Mstep: Class 9 contains 133686 members 
Mstep: Class 11 contains 134605 members 
Mstep: Class 12 contains 79448 members 
Mstep: Class 14 contains 162649 members 
Mstep: Class 15 contains 167136 members 
Mstep: Class 16 contains 14342 members 
Mstep: Class 17 contains 6678 members 
Mstep: Class 19 contains 79136 members 
Mstep: Class 20 contains 160380 members 
Mstep: Class 21 contains 2194 members 
Mstep: Class 22 contains 141634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127951664.000000 Penalty: 38861.996094
Iteration 351Q: 18 clusters Score -1.279517e+08 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 156021 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 8 contains 3716 members 
Mstep: Class 9 contains 134097 members 
Mstep: Class 11 contains 134611 members 
Mstep: Class 12 contains 78167 members 
Mstep: Class 14 contains 162526 members 
Mstep: Class 15 contains 167197 members 
Mstep: Class 16 contains 14381 members 
Mstep: Class 17 contains 6828 members 
Mstep: Class 19 contains 79519 members 
Mstep: Class 20 contains 160598 members 
Mstep: Class 21 contains 2195 members 
Mstep: Class 22 contains 141885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127951440.000000 Penalty: 38861.996094
Iteration 352Q: 18 clusters Score -1.279514e+08 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 2985 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 156188 members 
Mstep: Class 5 contains 7576 members 
Mstep: Class 8 contains 3720 members 
Mstep: Class 9 contains 134456 members 
Mstep: Class 11 contains 134628 members 
Mstep: Class 12 contains 76969 members 
Mstep: Class 14 contains 162451 members 
Mstep: Class 15 contains 167235 members 
Mstep: Class 16 contains 14411 members 
Mstep: Class 17 contains 6987 members 
Mstep: Class 19 contains 79880 members 
Mstep: Class 20 contains 160761 members 
Mstep: Class 21 contains 2197 members 
Mstep: Class 22 contains 142138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127951584.000000 Penalty: 38861.996094
Iteration 353Q: 18 clusters Score -1.279516e+08 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 2956 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 156347 members 
Mstep: Class 5 contains 7591 members 
Mstep: Class 8 contains 3722 members 
Mstep: Class 9 contains 134805 members 
Mstep: Class 11 contains 134663 members 
Mstep: Class 12 contains 75796 members 
Mstep: Class 14 contains 162344 members 
Mstep: Class 15 contains 167279 members 
Mstep: Class 16 contains 14447 members 
Mstep: Class 17 contains 7174 members 
Mstep: Class 19 contains 80199 members 
Mstep: Class 20 contains 160924 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 142404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127951368.000000 Penalty: 38861.996094
Iteration 354Q: 18 clusters Score -1.279514e+08 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 2915 members 
Mstep: Class 3 contains 2952 members 
Mstep: Class 4 contains 156502 members 
Mstep: Class 5 contains 7616 members 
Mstep: Class 8 contains 3723 members 
Mstep: Class 9 contains 135188 members 
Mstep: Class 11 contains 134694 members 
Mstep: Class 12 contains 74623 members 
Mstep: Class 14 contains 162293 members 
Mstep: Class 15 contains 167352 members 
Mstep: Class 16 contains 14487 members 
Mstep: Class 17 contains 7350 members 
Mstep: Class 19 contains 80487 members 
Mstep: Class 20 contains 161071 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 142618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127951464.000000 Penalty: 38861.996094
Iteration 355Q: 18 clusters Score -1.279515e+08 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 2866 members 
Mstep: Class 3 contains 2950 members 
Mstep: Class 4 contains 156629 members 
Mstep: Class 5 contains 7635 members 
Mstep: Class 8 contains 3728 members 
Mstep: Class 9 contains 135578 members 
Mstep: Class 11 contains 134758 members 
Mstep: Class 12 contains 73439 members 
Mstep: Class 14 contains 162307 members 
Mstep: Class 15 contains 167453 members 
Mstep: Class 16 contains 14505 members 
Mstep: Class 17 contains 7508 members 
Mstep: Class 19 contains 80777 members 
Mstep: Class 20 contains 161200 members 
Mstep: Class 21 contains 2208 members 
Mstep: Class 22 contains 142823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127951688.000000 Penalty: 38861.996094
Iteration 356Q: 18 clusters Score -1.279517e+08 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 2815 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 156763 members 
Mstep: Class 5 contains 7645 members 
Mstep: Class 8 contains 3729 members 
Mstep: Class 9 contains 135943 members 
Mstep: Class 11 contains 134831 members 
Mstep: Class 12 contains 72314 members 
Mstep: Class 14 contains 162352 members 
Mstep: Class 15 contains 167505 members 
Mstep: Class 16 contains 14544 members 
Mstep: Class 17 contains 7662 members 
Mstep: Class 19 contains 81048 members 
Mstep: Class 20 contains 161306 members 
Mstep: Class 21 contains 2208 members 
Mstep: Class 22 contains 143030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127951904.000000 Penalty: 38861.996094
Iteration 357Q: 18 clusters Score -1.279519e+08 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 156904 members 
Mstep: Class 5 contains 7657 members 
Mstep: Class 8 contains 3730 members 
Mstep: Class 9 contains 136384 members 
Mstep: Class 11 contains 134885 members 
Mstep: Class 12 contains 71139 members 
Mstep: Class 14 contains 162369 members 
Mstep: Class 15 contains 167528 members 
Mstep: Class 16 contains 14592 members 
Mstep: Class 17 contains 7837 members 
Mstep: Class 19 contains 81333 members 
Mstep: Class 20 contains 161399 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 143251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127952264.000000 Penalty: 38861.996094
Iteration 358Q: 18 clusters Score -1.279523e+08 nChanged 3818
Entering ConstructFrom: 
Score: -127952264.000000 Penalty: 38861.996094
Entering ConstructFrom: 
Trying to split cluster 1 (29615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Entering Unmasked Estep 
Score: -2912786.500000 Penalty: 1673.105957
	Iteration 0F: 2 clusters Score -2912786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2892836.500000 Penalty: 3346.211914
	Iteration 0F: 3 clusters Score -2892836 nChanged 13585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2900473.500000 Penalty: 3346.211914
	Iteration 1F: 3 clusters Score -2900474 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2901007.500000 Penalty: 3346.211914
	Iteration 2F: 3 clusters Score -2901008 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2901611.000000 Penalty: 3346.211914
	Iteration 3F: 3 clusters Score -2901611 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2902469.500000 Penalty: 3346.211914
	Iteration 4F: 3 clusters Score -2902470 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2903632.250000 Penalty: 3346.211914
	Iteration 5F: 3 clusters Score -2903632 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -2905245.500000 Penalty: 3346.211914
	Iteration 6F: 3 clusters Score -2905246 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -2907156.750000 Penalty: 3346.211914
	Iteration 7F: 3 clusters Score -2907157 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -2908991.000000 Penalty: 3346.211914
	Iteration 8F: 3 clusters Score -2908991 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -2910289.000000 Penalty: 3346.211914
	Iteration 9Q: 3 clusters Score -2910289 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -2910922.500000 Penalty: 3346.211914
	Iteration 10Q: 3 clusters Score -2910922 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -2911132.750000 Penalty: 3346.211914
	Iteration 11Q: 3 clusters Score -2911133 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -2911210.250000 Penalty: 3346.211914
	Iteration 12Q: 3 clusters Score -2911210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -2911244.000000 Penalty: 3346.211914
	Iteration 13Q: 3 clusters Score -2911244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -2911273.250000 Penalty: 3346.211914
	Iteration 14Q: 3 clusters Score -2911273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -2911280.500000 Penalty: 3346.211914
	Iteration 15Q: 3 clusters Score -2911280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -2911295.750000 Penalty: 3346.211914
	Iteration 16Q: 3 clusters Score -2911296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -2911312.250000 Penalty: 3346.211914
	Iteration 17Q: 3 clusters Score -2911312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -2911323.000000 Penalty: 3346.211914
	Iteration 18Q: 3 clusters Score -2911323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -2911333.250000 Penalty: 3346.211914
	Iteration 19Q: 3 clusters Score -2911333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -2911342.500000 Penalty: 3346.211914
	Iteration 20F: 3 clusters Score -2911342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -2911346.750000 Penalty: 3346.211914
	Iteration 21Q: 3 clusters Score -2911347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -2911353.000000 Penalty: 3346.211914
	Iteration 22Q: 3 clusters Score -2911353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -2911355.500000 Penalty: 3346.211914
	Iteration 23Q: 3 clusters Score -2911356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -2911355.500000 Penalty: 3346.211914
	Iteration 24F: 3 clusters Score -2911356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -284350.218750 Penalty: 1285.112915
	Iteration 0F: 2 clusters Score -284350.2 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 1354 members 
Entering Unmasked Estep 
Score: -281860.437500 Penalty: 2570.225830
	Iteration 0F: 3 clusters Score -281860.4 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -282436.093750 Penalty: 2570.225830
	Iteration 1F: 3 clusters Score -282436.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -282529.500000 Penalty: 2570.225830
	Iteration 2F: 3 clusters Score -282529.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -282593.531250 Penalty: 2570.225830
	Iteration 3Q: 3 clusters Score -282593.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -282634.875000 Penalty: 2570.225830
	Iteration 4Q: 3 clusters Score -282634.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -282664.843750 Penalty: 2570.225830
	Iteration 5Q: 3 clusters Score -282664.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -282696.375000 Penalty: 2570.225830
	Iteration 6Q: 3 clusters Score -282696.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -282717.531250 Penalty: 2570.225830
	Iteration 7Q: 3 clusters Score -282717.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -282732.562500 Penalty: 2570.225830
	Iteration 8Q: 3 clusters Score -282732.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -282741.812500 Penalty: 2570.225830
	Iteration 9Q: 3 clusters Score -282741.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -282751.062500 Penalty: 2570.225830
	Iteration 10Q: 3 clusters Score -282751.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -282759.812500 Penalty: 2570.225830
	Iteration 11Q: 3 clusters Score -282759.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -282770.281250 Penalty: 2570.225830
	Iteration 12Q: 3 clusters Score -282770.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -282782.437500 Penalty: 2570.225830
	Iteration 13Q: 3 clusters Score -282782.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -282791.937500 Penalty: 2570.225830
	Iteration 14Q: 3 clusters Score -282791.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -282805.156250 Penalty: 2570.225830
	Iteration 15Q: 3 clusters Score -282805.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -282815.875000 Penalty: 2570.225830
	Iteration 16Q: 3 clusters Score -282815.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -282823.593750 Penalty: 2570.225830
	Iteration 17Q: 3 clusters Score -282823.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -282828.562500 Penalty: 2570.225830
	Iteration 18Q: 3 clusters Score -282828.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -282833.250000 Penalty: 2570.225830
	Iteration 19Q: 3 clusters Score -282833.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -282836.812500 Penalty: 2570.225830
	Iteration 20F: 3 clusters Score -282836.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -282839.781250 Penalty: 2570.225830
	Iteration 21Q: 3 clusters Score -282839.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -282841.781250 Penalty: 2570.225830
	Iteration 22Q: 3 clusters Score -282841.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -282843.406250 Penalty: 2570.225830
	Iteration 23Q: 3 clusters Score -282843.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -282844.718750 Penalty: 2570.225830
	Iteration 24Q: 3 clusters Score -282844.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -282845.687500 Penalty: 2570.225830
	Iteration 25Q: 3 clusters Score -282845.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -282847.531250 Penalty: 2570.225830
	Iteration 26Q: 3 clusters Score -282847.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -282850.000000 Penalty: 2570.225830
	Iteration 27Q: 3 clusters Score -282850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -282853.343750 Penalty: 2570.225830
	Iteration 28Q: 3 clusters Score -282853.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -282855.656250 Penalty: 2570.225830
	Iteration 29Q: 3 clusters Score -282855.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -282856.531250 Penalty: 2570.225830
	Iteration 30Q: 3 clusters Score -282856.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -282857.000000 Penalty: 2570.225830
	Iteration 31Q: 3 clusters Score -282857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -282857.781250 Penalty: 2570.225830
	Iteration 32Q: 3 clusters Score -282857.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -282859.468750 Penalty: 2570.225830
	Iteration 33Q: 3 clusters Score -282859.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -282860.312500 Penalty: 2570.225830
	Iteration 34Q: 3 clusters Score -282860.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -282861.750000 Penalty: 2570.225830
	Iteration 35Q: 3 clusters Score -282861.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -282863.312500 Penalty: 2570.225830
	Iteration 36Q: 3 clusters Score -282863.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -282865.437500 Penalty: 2570.225830
	Iteration 37Q: 3 clusters Score -282865.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -282866.781250 Penalty: 2570.225830
	Iteration 38Q: 3 clusters Score -282866.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -282868.406250 Penalty: 2570.225830
	Iteration 39Q: 3 clusters Score -282868.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -282870.468750 Penalty: 2570.225830
	Iteration 40F: 3 clusters Score -282870.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -282872.000000 Penalty: 2570.225830
	Iteration 41Q: 3 clusters Score -282872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -282873.312500 Penalty: 2570.225830
	Iteration 42Q: 3 clusters Score -282873.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -282874.687500 Penalty: 2570.225830
	Iteration 43Q: 3 clusters Score -282874.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -282875.843750 Penalty: 2570.225830
	Iteration 44Q: 3 clusters Score -282875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -282876.250000 Penalty: 2570.225830
	Iteration 45Q: 3 clusters Score -282876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -282877.750000 Penalty: 2570.225830
	Iteration 46Q: 3 clusters Score -282877.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -282879.531250 Penalty: 2570.225830
	Iteration 47Q: 3 clusters Score -282879.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -282880.687500 Penalty: 2570.225830
	Iteration 48Q: 3 clusters Score -282880.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -282881.593750 Penalty: 2570.225830
	Iteration 49Q: 3 clusters Score -282881.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -282882.437500 Penalty: 2570.225830
	Iteration 50Q: 3 clusters Score -282882.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -282884.250000 Penalty: 2570.225830
	Iteration 51Q: 3 clusters Score -282884.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -282889.250000 Penalty: 2570.225830
	Iteration 52Q: 3 clusters Score -282889.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -282894.687500 Penalty: 2570.225830
	Iteration 53Q: 3 clusters Score -282894.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -282900.281250 Penalty: 2570.225830
	Iteration 54Q: 3 clusters Score -282900.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -282904.375000 Penalty: 2570.225830
	Iteration 55Q: 3 clusters Score -282904.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -282908.562500 Penalty: 2570.225830
	Iteration 56Q: 3 clusters Score -282908.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -282911.718750 Penalty: 2570.225830
	Iteration 57Q: 3 clusters Score -282911.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -282912.343750 Penalty: 2570.225830
	Iteration 58Q: 3 clusters Score -282912.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -282912.968750 Penalty: 2570.225830
	Iteration 59Q: 3 clusters Score -282913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -282914.906250 Penalty: 2570.225830
	Iteration 60F: 3 clusters Score -282914.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -282916.000000 Penalty: 2570.225830
	Iteration 61Q: 3 clusters Score -282916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -282918.125000 Penalty: 2570.225830
	Iteration 62Q: 3 clusters Score -282918.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -282920.468750 Penalty: 2570.225830
	Iteration 63Q: 3 clusters Score -282920.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -282924.125000 Penalty: 2570.225830
	Iteration 64Q: 3 clusters Score -282924.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -282927.500000 Penalty: 2570.225830
	Iteration 65Q: 3 clusters Score -282927.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -282933.312500 Penalty: 2570.225830
	Iteration 66Q: 3 clusters Score -282933.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -282937.875000 Penalty: 2570.225830
	Iteration 67Q: 3 clusters Score -282937.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -282943.781250 Penalty: 2570.225830
	Iteration 68Q: 3 clusters Score -282943.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -282948.343750 Penalty: 2570.225830
	Iteration 69Q: 3 clusters Score -282948.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -282954.250000 Penalty: 2570.225830
	Iteration 70Q: 3 clusters Score -282954.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -282958.656250 Penalty: 2570.225830
	Iteration 71Q: 3 clusters Score -282958.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -282962.781250 Penalty: 2570.225830
	Iteration 72Q: 3 clusters Score -282962.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -282964.406250 Penalty: 2570.225830
	Iteration 73Q: 3 clusters Score -282964.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -282967.437500 Penalty: 2570.225830
	Iteration 74Q: 3 clusters Score -282967.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -282968.093750 Penalty: 2570.225830
	Iteration 75Q: 3 clusters Score -282968.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -282969.187500 Penalty: 2570.225830
	Iteration 76Q: 3 clusters Score -282969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -282970.812500 Penalty: 2570.225830
	Iteration 77Q: 3 clusters Score -282970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -282970.906250 Penalty: 2570.225830
	Iteration 78Q: 3 clusters Score -282970.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -282971.687500 Penalty: 2570.225830
	Iteration 79Q: 3 clusters Score -282971.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -282971.687500 Penalty: 2570.225830
	Iteration 80F: 3 clusters Score -282971.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Entering Unmasked Estep 
Score: -260379.265625 Penalty: 1298.248535
	Iteration 0F: 2 clusters Score -260379.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -257764.234375 Penalty: 2596.497070
	Iteration 0F: 3 clusters Score -257764.2 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -258716.609375 Penalty: 2596.497070
	Iteration 1F: 3 clusters Score -258716.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -259022.437500 Penalty: 2596.497070
	Iteration 2F: 3 clusters Score -259022.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -259206.359375 Penalty: 2596.497070
	Iteration 3F: 3 clusters Score -259206.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -259302.218750 Penalty: 2596.497070
	Iteration 4Q: 3 clusters Score -259302.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -259345.265625 Penalty: 2596.497070
	Iteration 5Q: 3 clusters Score -259345.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -259378.765625 Penalty: 2596.497070
	Iteration 6Q: 3 clusters Score -259378.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -259410.625000 Penalty: 2596.497070
	Iteration 7Q: 3 clusters Score -259410.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -259435.828125 Penalty: 2596.497070
	Iteration 8Q: 3 clusters Score -259435.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -259452.281250 Penalty: 2596.497070
	Iteration 9Q: 3 clusters Score -259452.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -259467.078125 Penalty: 2596.497070
	Iteration 10Q: 3 clusters Score -259467.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -259476.156250 Penalty: 2596.497070
	Iteration 11Q: 3 clusters Score -259476.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -259484.343750 Penalty: 2596.497070
	Iteration 12Q: 3 clusters Score -259484.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -259491.421875 Penalty: 2596.497070
	Iteration 13Q: 3 clusters Score -259491.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -259495.078125 Penalty: 2596.497070
	Iteration 14Q: 3 clusters Score -259495.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -259498.968750 Penalty: 2596.497070
	Iteration 15Q: 3 clusters Score -259499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -259502.859375 Penalty: 2596.497070
	Iteration 16Q: 3 clusters Score -259502.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -259504.953125 Penalty: 2596.497070
	Iteration 17Q: 3 clusters Score -259505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -259506.359375 Penalty: 2596.497070
	Iteration 18Q: 3 clusters Score -259506.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -259507.062500 Penalty: 2596.497070
	Iteration 19Q: 3 clusters Score -259507.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -259509.015625 Penalty: 2596.497070
	Iteration 20F: 3 clusters Score -259509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -259510.796875 Penalty: 2596.497070
	Iteration 21Q: 3 clusters Score -259510.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -259512.765625 Penalty: 2596.497070
	Iteration 22Q: 3 clusters Score -259512.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -259514.718750 Penalty: 2596.497070
	Iteration 23Q: 3 clusters Score -259514.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -259519.265625 Penalty: 2596.497070
	Iteration 24Q: 3 clusters Score -259519.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -259532.609375 Penalty: 2596.497070
	Iteration 25Q: 3 clusters Score -259532.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -259545.328125 Penalty: 2596.497070
	Iteration 26Q: 3 clusters Score -259545.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -259551.781250 Penalty: 2596.497070
	Iteration 27Q: 3 clusters Score -259551.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -259558.484375 Penalty: 2596.497070
	Iteration 28Q: 3 clusters Score -259558.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -259562.906250 Penalty: 2596.497070
	Iteration 29Q: 3 clusters Score -259562.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -259565.031250 Penalty: 2596.497070
	Iteration 30Q: 3 clusters Score -259565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -259568.562500 Penalty: 2596.497070
	Iteration 31Q: 3 clusters Score -259568.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -259571.312500 Penalty: 2596.497070
	Iteration 32Q: 3 clusters Score -259571.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -259574.078125 Penalty: 2596.497070
	Iteration 33Q: 3 clusters Score -259574.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -259579.750000 Penalty: 2596.497070
	Iteration 34Q: 3 clusters Score -259579.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -259589.359375 Penalty: 2596.497070
	Iteration 35Q: 3 clusters Score -259589.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -259598.062500 Penalty: 2596.497070
	Iteration 36Q: 3 clusters Score -259598.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -259605.218750 Penalty: 2596.497070
	Iteration 37Q: 3 clusters Score -259605.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -259609.375000 Penalty: 2596.497070
	Iteration 38Q: 3 clusters Score -259609.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -259612.546875 Penalty: 2596.497070
	Iteration 39Q: 3 clusters Score -259612.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -259618.156250 Penalty: 2596.497070
	Iteration 40F: 3 clusters Score -259618.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -259627.656250 Penalty: 2596.497070
	Iteration 41Q: 3 clusters Score -259627.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -259637.484375 Penalty: 2596.497070
	Iteration 42Q: 3 clusters Score -259637.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -259643.984375 Penalty: 2596.497070
	Iteration 43Q: 3 clusters Score -259644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -259651.250000 Penalty: 2596.497070
	Iteration 44Q: 3 clusters Score -259651.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -259661.546875 Penalty: 2596.497070
	Iteration 45Q: 3 clusters Score -259661.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -259670.218750 Penalty: 2596.497070
	Iteration 46Q: 3 clusters Score -259670.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -259675.375000 Penalty: 2596.497070
	Iteration 47Q: 3 clusters Score -259675.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -259679.468750 Penalty: 2596.497070
	Iteration 48Q: 3 clusters Score -259679.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -259683.671875 Penalty: 2596.497070
	Iteration 49Q: 3 clusters Score -259683.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -259687.734375 Penalty: 2596.497070
	Iteration 50Q: 3 clusters Score -259687.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -259690.281250 Penalty: 2596.497070
	Iteration 51Q: 3 clusters Score -259690.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -259691.578125 Penalty: 2596.497070
	Iteration 52Q: 3 clusters Score -259691.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -259693.187500 Penalty: 2596.497070
	Iteration 53Q: 3 clusters Score -259693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -259693.218750 Penalty: 2596.497070
	Iteration 54Q: 3 clusters Score -259693.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -259693.562500 Penalty: 2596.497070
	Iteration 55Q: 3 clusters Score -259693.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -259694.375000 Penalty: 2596.497070
	Iteration 56Q: 3 clusters Score -259694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -259695.656250 Penalty: 2596.497070
	Iteration 57Q: 3 clusters Score -259695.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -259695.656250 Penalty: 2596.497070
	Iteration 58F: 3 clusters Score -259695.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (157053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157053 members 
Entering Unmasked Estep 
Score: -15974321.000000 Penalty: 1944.204956
	Iteration 0F: 2 clusters Score -1.597432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78514 members 
Mstep: Class 2 contains 78539 members 
Entering Unmasked Estep 
Score: -15869809.000000 Penalty: 3888.409912
	Iteration 0F: 3 clusters Score -1.586981e+07 nChanged 76093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78731 members 
Mstep: Class 2 contains 78322 members 
Entering Unmasked Estep 
Score: -15914828.000000 Penalty: 3888.409912
	Iteration 1F: 3 clusters Score -1.591483e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78887 members 
Mstep: Class 2 contains 78166 members 
Entering Unmasked Estep 
Score: -15915697.000000 Penalty: 3888.409912
	Iteration 2Q: 3 clusters Score -1.59157e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79204 members 
Mstep: Class 2 contains 77849 members 
Entering Unmasked Estep 
Score: -15917008.000000 Penalty: 3888.409912
	Iteration 3Q: 3 clusters Score -1.591701e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79865 members 
Mstep: Class 2 contains 77188 members 
Entering Unmasked Estep 
Score: -15918494.000000 Penalty: 3888.409912
	Iteration 4Q: 3 clusters Score -1.591849e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81211 members 
Mstep: Class 2 contains 75842 members 
Entering Unmasked Estep 
Score: -15920627.000000 Penalty: 3888.409912
	Iteration 5Q: 3 clusters Score -1.592063e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 73602 members 
Entering Unmasked Estep 
Score: -15923993.000000 Penalty: 3888.409912
	Iteration 6Q: 3 clusters Score -1.592399e+07 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86876 members 
Mstep: Class 2 contains 70177 members 
Entering Unmasked Estep 
Score: -15928956.000000 Penalty: 3888.409912
	Iteration 7F: 3 clusters Score -1.592896e+07 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91466 members 
Mstep: Class 2 contains 65587 members 
Entering Unmasked Estep 
Score: -15936592.000000 Penalty: 3888.409912
	Iteration 8F: 3 clusters Score -1.593659e+07 nChanged 10978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96486 members 
Mstep: Class 2 contains 60567 members 
Entering Unmasked Estep 
Score: -15946051.000000 Penalty: 3888.409912
	Iteration 9F: 3 clusters Score -1.594605e+07 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100269 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -15952815.000000 Penalty: 3888.409912
	Iteration 10F: 3 clusters Score -1.595282e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102686 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -15955170.000000 Penalty: 3888.409912
	Iteration 11Q: 3 clusters Score -1.595517e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104698 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -15956099.000000 Penalty: 3888.409912
	Iteration 12Q: 3 clusters Score -1.59561e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106596 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -15956664.000000 Penalty: 3888.409912
	Iteration 13Q: 3 clusters Score -1.595666e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108509 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -15957101.000000 Penalty: 3888.409912
	Iteration 14Q: 3 clusters Score -1.59571e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110474 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -15957693.000000 Penalty: 3888.409912
	Iteration 15Q: 3 clusters Score -1.595769e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112486 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -15958312.000000 Penalty: 3888.409912
	Iteration 16Q: 3 clusters Score -1.595831e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114518 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -15958758.000000 Penalty: 3888.409912
	Iteration 17Q: 3 clusters Score -1.595876e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116625 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -15959353.000000 Penalty: 3888.409912
	Iteration 18Q: 3 clusters Score -1.595935e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118881 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -15959951.000000 Penalty: 3888.409912
	Iteration 19Q: 3 clusters Score -1.595995e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121138 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -15960500.000000 Penalty: 3888.409912
	Iteration 20F: 3 clusters Score -1.59605e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123418 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -15961221.000000 Penalty: 3888.409912
	Iteration 21Q: 3 clusters Score -1.596122e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125735 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -15961803.000000 Penalty: 3888.409912
	Iteration 22Q: 3 clusters Score -1.59618e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128120 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -15962613.000000 Penalty: 3888.409912
	Iteration 23Q: 3 clusters Score -1.596261e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130417 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -15963322.000000 Penalty: 3888.409912
	Iteration 24Q: 3 clusters Score -1.596332e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132722 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -15964056.000000 Penalty: 3888.409912
	Iteration 25Q: 3 clusters Score -1.596406e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135026 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -15964833.000000 Penalty: 3888.409912
	Iteration 26Q: 3 clusters Score -1.596483e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137333 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -15965766.000000 Penalty: 3888.409912
	Iteration 27Q: 3 clusters Score -1.596577e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139568 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -15966673.000000 Penalty: 3888.409912
	Iteration 28Q: 3 clusters Score -1.596667e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141709 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -15967500.000000 Penalty: 3888.409912
	Iteration 29Q: 3 clusters Score -1.59675e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143719 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -15968308.000000 Penalty: 3888.409912
	Iteration 30Q: 3 clusters Score -1.596831e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145569 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -15969108.000000 Penalty: 3888.409912
	Iteration 31Q: 3 clusters Score -1.596911e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147293 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -15969971.000000 Penalty: 3888.409912
	Iteration 32Q: 3 clusters Score -1.596997e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148828 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -15970514.000000 Penalty: 3888.409912
	Iteration 33Q: 3 clusters Score -1.597051e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150170 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -15971012.000000 Penalty: 3888.409912
	Iteration 34Q: 3 clusters Score -1.597101e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151315 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -15971450.000000 Penalty: 3888.409912
	Iteration 35Q: 3 clusters Score -1.597145e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152339 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -15971858.000000 Penalty: 3888.409912
	Iteration 36Q: 3 clusters Score -1.597186e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153189 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -15972130.000000 Penalty: 3888.409912
	Iteration 37Q: 3 clusters Score -1.597213e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153884 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -15972297.000000 Penalty: 3888.409912
	Iteration 38Q: 3 clusters Score -1.59723e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154428 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -15972464.000000 Penalty: 3888.409912
	Iteration 39Q: 3 clusters Score -1.597246e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154810 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -15972567.000000 Penalty: 3888.409912
	Iteration 40F: 3 clusters Score -1.597257e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155154 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -15972619.000000 Penalty: 3888.409912
	Iteration 41Q: 3 clusters Score -1.597262e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155429 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -15972730.000000 Penalty: 3888.409912
	Iteration 42Q: 3 clusters Score -1.597273e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155623 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -15972737.000000 Penalty: 3888.409912
	Iteration 43Q: 3 clusters Score -1.597274e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155784 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -15972747.000000 Penalty: 3888.409912
	Iteration 44Q: 3 clusters Score -1.597275e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155887 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -15972784.000000 Penalty: 3888.409912
	Iteration 45Q: 3 clusters Score -1.597278e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155974 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -15972803.000000 Penalty: 3888.409912
	Iteration 46Q: 3 clusters Score -1.59728e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156062 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -15972816.000000 Penalty: 3888.409912
	Iteration 47Q: 3 clusters Score -1.597282e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156132 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -15972813.000000 Penalty: 3888.409912
	Iteration 48Q: 3 clusters Score -1.597281e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156179 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -15972838.000000 Penalty: 3888.409912
	Iteration 49Q: 3 clusters Score -1.597284e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156207 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -15972837.000000 Penalty: 3888.409912
	Iteration 50Q: 3 clusters Score -1.597284e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156231 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -15972828.000000 Penalty: 3888.409912
	Iteration 51Q: 3 clusters Score -1.597283e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156257 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -15972852.000000 Penalty: 3888.409912
	Iteration 52Q: 3 clusters Score -1.597285e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156274 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -15972839.000000 Penalty: 3888.409912
	Iteration 53Q: 3 clusters Score -1.597284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156295 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -15972847.000000 Penalty: 3888.409912
	Iteration 54Q: 3 clusters Score -1.597285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156312 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -15972857.000000 Penalty: 3888.409912
	Iteration 55Q: 3 clusters Score -1.597286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156322 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -15972860.000000 Penalty: 3888.409912
	Iteration 56Q: 3 clusters Score -1.597286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156329 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -15972857.000000 Penalty: 3888.409912
	Iteration 57Q: 3 clusters Score -1.597286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156334 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -15972871.000000 Penalty: 3888.409912
	Iteration 58Q: 3 clusters Score -1.597287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156343 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -15972880.000000 Penalty: 3888.409912
	Iteration 59Q: 3 clusters Score -1.597288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156348 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -15972861.000000 Penalty: 3888.409912
	Iteration 60F: 3 clusters Score -1.597286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156354 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -15972865.000000 Penalty: 3888.409912
	Iteration 61Q: 3 clusters Score -1.597286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156361 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -15972873.000000 Penalty: 3888.409912
	Iteration 62Q: 3 clusters Score -1.597287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156365 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -15972869.000000 Penalty: 3888.409912
	Iteration 63Q: 3 clusters Score -1.597287e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156374 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -15972870.000000 Penalty: 3888.409912
	Iteration 64Q: 3 clusters Score -1.597287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156381 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -15972875.000000 Penalty: 3888.409912
	Iteration 65Q: 3 clusters Score -1.597288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156385 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -15972860.000000 Penalty: 3888.409912
	Iteration 66Q: 3 clusters Score -1.597286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156386 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -15972856.000000 Penalty: 3888.409912
	Iteration 67Q: 3 clusters Score -1.597286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156387 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -15972856.000000 Penalty: 3888.409912
	Iteration 68Q: 3 clusters Score -1.597286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156390 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -15972853.000000 Penalty: 3888.409912
	Iteration 69Q: 3 clusters Score -1.597285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156393 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -15972864.000000 Penalty: 3888.409912
	Iteration 70Q: 3 clusters Score -1.597286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156397 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -15972864.000000 Penalty: 3888.409912
	Iteration 71Q: 3 clusters Score -1.597286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156399 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -15972866.000000 Penalty: 3888.409912
	Iteration 72Q: 3 clusters Score -1.597287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156400 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -15972869.000000 Penalty: 3888.409912
	Iteration 73Q: 3 clusters Score -1.597287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156402 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -15972874.000000 Penalty: 3888.409912
	Iteration 74Q: 3 clusters Score -1.597287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156403 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -15972861.000000 Penalty: 3888.409912
	Iteration 75Q: 3 clusters Score -1.597286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156403 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -15972861.000000 Penalty: 3888.409912
	Iteration 76F: 3 clusters Score -1.597286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Entering Unmasked Estep 
Score: -723670.062500 Penalty: 1453.616577
	Iteration 0F: 2 clusters Score -723670.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -717964.625000 Penalty: 2907.233154
	Iteration 0F: 3 clusters Score -717964.6 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -719653.875000 Penalty: 2907.233154
	Iteration 1F: 3 clusters Score -719653.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -719896.500000 Penalty: 2907.233154
	Iteration 2F: 3 clusters Score -719896.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -720114.250000 Penalty: 2907.233154
	Iteration 3F: 3 clusters Score -720114.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -720350.750000 Penalty: 2907.233154
	Iteration 4Q: 3 clusters Score -720350.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -720677.625000 Penalty: 2907.233154
	Iteration 5Q: 3 clusters Score -720677.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -721088.812500 Penalty: 2907.233154
	Iteration 6F: 3 clusters Score -721088.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -721491.625000 Penalty: 2907.233154
	Iteration 7F: 3 clusters Score -721491.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -721911.562500 Penalty: 2907.233154
	Iteration 8F: 3 clusters Score -721911.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -722259.437500 Penalty: 2907.233154
	Iteration 9F: 3 clusters Score -722259.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -722570.125000 Penalty: 2907.233154
	Iteration 10F: 3 clusters Score -722570.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -722796.375000 Penalty: 2907.233154
	Iteration 11Q: 3 clusters Score -722796.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -722971.687500 Penalty: 2907.233154
	Iteration 12Q: 3 clusters Score -722971.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -723103.875000 Penalty: 2907.233154
	Iteration 13Q: 3 clusters Score -723103.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -723191.937500 Penalty: 2907.233154
	Iteration 14Q: 3 clusters Score -723191.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -723252.625000 Penalty: 2907.233154
	Iteration 15Q: 3 clusters Score -723252.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -723293.562500 Penalty: 2907.233154
	Iteration 16Q: 3 clusters Score -723293.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -723325.375000 Penalty: 2907.233154
	Iteration 17Q: 3 clusters Score -723325.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -723349.125000 Penalty: 2907.233154
	Iteration 18Q: 3 clusters Score -723349.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -723369.687500 Penalty: 2907.233154
	Iteration 19Q: 3 clusters Score -723369.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -723381.812500 Penalty: 2907.233154
	Iteration 20F: 3 clusters Score -723381.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -723396.687500 Penalty: 2907.233154
	Iteration 21Q: 3 clusters Score -723396.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -723410.937500 Penalty: 2907.233154
	Iteration 22Q: 3 clusters Score -723410.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -723419.062500 Penalty: 2907.233154
	Iteration 23Q: 3 clusters Score -723419.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -723422.437500 Penalty: 2907.233154
	Iteration 24Q: 3 clusters Score -723422.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -723423.500000 Penalty: 2907.233154
	Iteration 25Q: 3 clusters Score -723423.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -723426.250000 Penalty: 2907.233154
	Iteration 26Q: 3 clusters Score -723426.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -723431.375000 Penalty: 2907.233154
	Iteration 27Q: 3 clusters Score -723431.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -723432.375000 Penalty: 2907.233154
	Iteration 28Q: 3 clusters Score -723432.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -723436.312500 Penalty: 2907.233154
	Iteration 29Q: 3 clusters Score -723436.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -723439.750000 Penalty: 2907.233154
	Iteration 30Q: 3 clusters Score -723439.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -723444.000000 Penalty: 2907.233154
	Iteration 31Q: 3 clusters Score -723444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -723445.812500 Penalty: 2907.233154
	Iteration 32Q: 3 clusters Score -723445.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -723446.000000 Penalty: 2907.233154
	Iteration 33Q: 3 clusters Score -723446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -723446.500000 Penalty: 2907.233154
	Iteration 34Q: 3 clusters Score -723446.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -723446.812500 Penalty: 2907.233154
	Iteration 35Q: 3 clusters Score -723446.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -723447.625000 Penalty: 2907.233154
	Iteration 36Q: 3 clusters Score -723447.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -723447.625000 Penalty: 2907.233154
	Iteration 37F: 3 clusters Score -723447.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -384528.343750 Penalty: 1336.426514
	Iteration 0F: 2 clusters Score -384528.3 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 1873 members 
Entering Unmasked Estep 
Score: -381364.187500 Penalty: 2672.853027
	Iteration 0F: 3 clusters Score -381364.2 nChanged 1488
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: -382169.281250 Penalty: 2672.853027
	Iteration 1F: 3 clusters Score -382169.3 nChanged 257
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: -382308.500000 Penalty: 2672.853027
	Iteration 2F: 3 clusters Score -382308.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -382433.781250 Penalty: 2672.853027
	Iteration 3F: 3 clusters Score -382433.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -382544.593750 Penalty: 2672.853027
	Iteration 4Q: 3 clusters Score -382544.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -382659.406250 Penalty: 2672.853027
	Iteration 5Q: 3 clusters Score -382659.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -382785.218750 Penalty: 2672.853027
	Iteration 6Q: 3 clusters Score -382785.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -382932.812500 Penalty: 2672.853027
	Iteration 7F: 3 clusters Score -382932.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -383080.125000 Penalty: 2672.853027
	Iteration 8Q: 3 clusters Score -383080.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -383216.062500 Penalty: 2672.853027
	Iteration 9Q: 3 clusters Score -383216.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -383327.437500 Penalty: 2672.853027
	Iteration 10Q: 3 clusters Score -383327.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -383423.000000 Penalty: 2672.853027
	Iteration 11Q: 3 clusters Score -383423 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -383487.718750 Penalty: 2672.853027
	Iteration 12Q: 3 clusters Score -383487.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -383539.343750 Penalty: 2672.853027
	Iteration 13Q: 3 clusters Score -383539.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -383586.718750 Penalty: 2672.853027
	Iteration 14Q: 3 clusters Score -383586.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -383622.625000 Penalty: 2672.853027
	Iteration 15Q: 3 clusters Score -383622.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -383647.312500 Penalty: 2672.853027
	Iteration 16Q: 3 clusters Score -383647.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -383663.937500 Penalty: 2672.853027
	Iteration 17Q: 3 clusters Score -383663.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -383672.531250 Penalty: 2672.853027
	Iteration 18Q: 3 clusters Score -383672.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -383677.562500 Penalty: 2672.853027
	Iteration 19Q: 3 clusters Score -383677.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -383679.687500 Penalty: 2672.853027
	Iteration 20F: 3 clusters Score -383679.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -383681.187500 Penalty: 2672.853027
	Iteration 21Q: 3 clusters Score -383681.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -383682.125000 Penalty: 2672.853027
	Iteration 22Q: 3 clusters Score -383682.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -383683.093750 Penalty: 2672.853027
	Iteration 23Q: 3 clusters Score -383683.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -383683.250000 Penalty: 2672.853027
	Iteration 24Q: 3 clusters Score -383683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -383684.656250 Penalty: 2672.853027
	Iteration 25Q: 3 clusters Score -383684.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -383685.343750 Penalty: 2672.853027
	Iteration 26Q: 3 clusters Score -383685.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -383685.343750 Penalty: 2672.853027
	Iteration 27F: 3 clusters Score -383685.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (136807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136807 members 
Entering Unmasked Estep 
Score: -13789037.000000 Penalty: 1921.778076
	Iteration 0F: 2 clusters Score -1.378904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -13697817.000000 Penalty: 3843.556152
	Iteration 0F: 3 clusters Score -1.369782e+07 nChanged 66049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68220 members 
Mstep: Class 2 contains 68587 members 
Entering Unmasked Estep 
Score: -13736298.000000 Penalty: 3843.556152
	Iteration 1F: 3 clusters Score -1.37363e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 68350 members 
Entering Unmasked Estep 
Score: -13737513.000000 Penalty: 3843.556152
	Iteration 2Q: 3 clusters Score -1.373751e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68910 members 
Mstep: Class 2 contains 67897 members 
Entering Unmasked Estep 
Score: -13739053.000000 Penalty: 3843.556152
	Iteration 3Q: 3 clusters Score -1.373905e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69632 members 
Mstep: Class 2 contains 67175 members 
Entering Unmasked Estep 
Score: -13741318.000000 Penalty: 3843.556152
	Iteration 4Q: 3 clusters Score -1.374132e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70758 members 
Mstep: Class 2 contains 66049 members 
Entering Unmasked Estep 
Score: -13744696.000000 Penalty: 3843.556152
	Iteration 5Q: 3 clusters Score -1.37447e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72393 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -13749641.000000 Penalty: 3843.556152
	Iteration 6F: 3 clusters Score -1.374964e+07 nChanged 8942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74555 members 
Mstep: Class 2 contains 62252 members 
Entering Unmasked Estep 
Score: -13756243.000000 Penalty: 3843.556152
	Iteration 7F: 3 clusters Score -1.375624e+07 nChanged 9145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76904 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -13762983.000000 Penalty: 3843.556152
	Iteration 8F: 3 clusters Score -1.376298e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79243 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -13767427.000000 Penalty: 3843.556152
	Iteration 9F: 3 clusters Score -1.376743e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81487 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -13769656.000000 Penalty: 3843.556152
	Iteration 10Q: 3 clusters Score -1.376966e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83698 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -13771076.000000 Penalty: 3843.556152
	Iteration 11Q: 3 clusters Score -1.377108e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85878 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -13772167.000000 Penalty: 3843.556152
	Iteration 12Q: 3 clusters Score -1.377217e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88125 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -13773478.000000 Penalty: 3843.556152
	Iteration 13Q: 3 clusters Score -1.377348e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90328 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -13774624.000000 Penalty: 3843.556152
	Iteration 14Q: 3 clusters Score -1.377462e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92458 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -13775850.000000 Penalty: 3843.556152
	Iteration 15Q: 3 clusters Score -1.377585e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94532 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -13776896.000000 Penalty: 3843.556152
	Iteration 16Q: 3 clusters Score -1.37769e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96450 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -13777966.000000 Penalty: 3843.556152
	Iteration 17Q: 3 clusters Score -1.377797e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98199 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -13778706.000000 Penalty: 3843.556152
	Iteration 18Q: 3 clusters Score -1.377871e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99856 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -13779368.000000 Penalty: 3843.556152
	Iteration 19Q: 3 clusters Score -1.377937e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101365 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -13779778.000000 Penalty: 3843.556152
	Iteration 20F: 3 clusters Score -1.377978e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102834 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -13780138.000000 Penalty: 3843.556152
	Iteration 21Q: 3 clusters Score -1.378014e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104240 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -13780515.000000 Penalty: 3843.556152
	Iteration 22Q: 3 clusters Score -1.378052e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105638 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -13780839.000000 Penalty: 3843.556152
	Iteration 23Q: 3 clusters Score -1.378084e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107006 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -13781221.000000 Penalty: 3843.556152
	Iteration 24Q: 3 clusters Score -1.378122e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108443 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -13781637.000000 Penalty: 3843.556152
	Iteration 25Q: 3 clusters Score -1.378164e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109915 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -13782072.000000 Penalty: 3843.556152
	Iteration 26Q: 3 clusters Score -1.378207e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111361 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -13782484.000000 Penalty: 3843.556152
	Iteration 27Q: 3 clusters Score -1.378248e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112774 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -13782735.000000 Penalty: 3843.556152
	Iteration 28Q: 3 clusters Score -1.378274e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114198 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -13783058.000000 Penalty: 3843.556152
	Iteration 29Q: 3 clusters Score -1.378306e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115529 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -13783419.000000 Penalty: 3843.556152
	Iteration 30Q: 3 clusters Score -1.378342e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116853 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -13783816.000000 Penalty: 3843.556152
	Iteration 31Q: 3 clusters Score -1.378382e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118137 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -13784232.000000 Penalty: 3843.556152
	Iteration 32Q: 3 clusters Score -1.378423e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119339 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -13784601.000000 Penalty: 3843.556152
	Iteration 33Q: 3 clusters Score -1.37846e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120469 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -13784936.000000 Penalty: 3843.556152
	Iteration 34Q: 3 clusters Score -1.378494e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121586 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -13785336.000000 Penalty: 3843.556152
	Iteration 35Q: 3 clusters Score -1.378534e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122664 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -13785643.000000 Penalty: 3843.556152
	Iteration 36Q: 3 clusters Score -1.378564e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123637 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -13785998.000000 Penalty: 3843.556152
	Iteration 37Q: 3 clusters Score -1.3786e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124562 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -13786298.000000 Penalty: 3843.556152
	Iteration 38Q: 3 clusters Score -1.37863e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125407 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -13786521.000000 Penalty: 3843.556152
	Iteration 39Q: 3 clusters Score -1.378652e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126198 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -13786823.000000 Penalty: 3843.556152
	Iteration 40F: 3 clusters Score -1.378682e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126918 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -13787015.000000 Penalty: 3843.556152
	Iteration 41Q: 3 clusters Score -1.378702e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127560 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -13787188.000000 Penalty: 3843.556152
	Iteration 42Q: 3 clusters Score -1.378719e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128111 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -13787323.000000 Penalty: 3843.556152
	Iteration 43Q: 3 clusters Score -1.378732e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128625 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -13787426.000000 Penalty: 3843.556152
	Iteration 44Q: 3 clusters Score -1.378743e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129087 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -13787513.000000 Penalty: 3843.556152
	Iteration 45Q: 3 clusters Score -1.378751e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129513 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -13787568.000000 Penalty: 3843.556152
	Iteration 46Q: 3 clusters Score -1.378757e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129868 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -13787662.000000 Penalty: 3843.556152
	Iteration 47Q: 3 clusters Score -1.378766e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130199 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -13787740.000000 Penalty: 3843.556152
	Iteration 48Q: 3 clusters Score -1.378774e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130490 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -13787844.000000 Penalty: 3843.556152
	Iteration 49Q: 3 clusters Score -1.378784e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130755 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -13787912.000000 Penalty: 3843.556152
	Iteration 50Q: 3 clusters Score -1.378791e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130978 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -13787942.000000 Penalty: 3843.556152
	Iteration 51Q: 3 clusters Score -1.378794e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131199 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -13787999.000000 Penalty: 3843.556152
	Iteration 52Q: 3 clusters Score -1.3788e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131386 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -13787996.000000 Penalty: 3843.556152
	Iteration 53Q: 3 clusters Score -1.3788e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131558 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -13788015.000000 Penalty: 3843.556152
	Iteration 54Q: 3 clusters Score -1.378802e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131723 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -13788072.000000 Penalty: 3843.556152
	Iteration 55Q: 3 clusters Score -1.378807e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131860 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -13788075.000000 Penalty: 3843.556152
	Iteration 56Q: 3 clusters Score -1.378808e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131973 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -13788119.000000 Penalty: 3843.556152
	Iteration 57Q: 3 clusters Score -1.378812e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132080 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -13788110.000000 Penalty: 3843.556152
	Iteration 58Q: 3 clusters Score -1.378811e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132176 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -13788113.000000 Penalty: 3843.556152
	Iteration 59Q: 3 clusters Score -1.378811e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132261 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -13788128.000000 Penalty: 3843.556152
	Iteration 60F: 3 clusters Score -1.378813e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132327 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -13788153.000000 Penalty: 3843.556152
	Iteration 61Q: 3 clusters Score -1.378815e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132391 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -13788181.000000 Penalty: 3843.556152
	Iteration 62Q: 3 clusters Score -1.378818e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132452 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -13788175.000000 Penalty: 3843.556152
	Iteration 63Q: 3 clusters Score -1.378818e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132512 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -13788212.000000 Penalty: 3843.556152
	Iteration 64Q: 3 clusters Score -1.378821e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132568 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -13788218.000000 Penalty: 3843.556152
	Iteration 65Q: 3 clusters Score -1.378822e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132605 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -13788222.000000 Penalty: 3843.556152
	Iteration 66Q: 3 clusters Score -1.378822e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132639 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -13788246.000000 Penalty: 3843.556152
	Iteration 67Q: 3 clusters Score -1.378825e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132680 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -13788237.000000 Penalty: 3843.556152
	Iteration 68Q: 3 clusters Score -1.378824e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132717 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -13788240.000000 Penalty: 3843.556152
	Iteration 69Q: 3 clusters Score -1.378824e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132749 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -13788261.000000 Penalty: 3843.556152
	Iteration 70Q: 3 clusters Score -1.378826e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132777 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -13788271.000000 Penalty: 3843.556152
	Iteration 71Q: 3 clusters Score -1.378827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132795 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -13788262.000000 Penalty: 3843.556152
	Iteration 72Q: 3 clusters Score -1.378826e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132812 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -13788261.000000 Penalty: 3843.556152
	Iteration 73Q: 3 clusters Score -1.378826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132826 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -13788268.000000 Penalty: 3843.556152
	Iteration 74Q: 3 clusters Score -1.378827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132846 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -13788264.000000 Penalty: 3843.556152
	Iteration 75Q: 3 clusters Score -1.378826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132858 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -13788258.000000 Penalty: 3843.556152
	Iteration 76Q: 3 clusters Score -1.378826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132870 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -13788277.000000 Penalty: 3843.556152
	Iteration 77Q: 3 clusters Score -1.378828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132884 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -13788265.000000 Penalty: 3843.556152
	Iteration 78Q: 3 clusters Score -1.378826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132894 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -13788260.000000 Penalty: 3843.556152
	Iteration 79Q: 3 clusters Score -1.378826e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132909 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -13788271.000000 Penalty: 3843.556152
	Iteration 80F: 3 clusters Score -1.378827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132916 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -13788276.000000 Penalty: 3843.556152
	Iteration 81Q: 3 clusters Score -1.378828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132921 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -13788261.000000 Penalty: 3843.556152
	Iteration 82Q: 3 clusters Score -1.378826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132924 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -13788260.000000 Penalty: 3843.556152
	Iteration 83Q: 3 clusters Score -1.378826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132928 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -13788254.000000 Penalty: 3843.556152
	Iteration 84Q: 3 clusters Score -1.378825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132928 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -13788254.000000 Penalty: 3843.556152
	Iteration 85F: 3 clusters Score -1.378825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (134943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134943 members 
Entering Unmasked Estep 
Score: -13794273.000000 Penalty: 1919.548706
	Iteration 0F: 2 clusters Score -1.379427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67509 members 
Mstep: Class 2 contains 67434 members 
Entering Unmasked Estep 
Score: -13704348.000000 Penalty: 3839.097412
	Iteration 0F: 3 clusters Score -1.370435e+07 nChanged 65130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 66986 members 
Entering Unmasked Estep 
Score: -13743155.000000 Penalty: 3839.097412
	Iteration 1F: 3 clusters Score -1.374316e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68617 members 
Mstep: Class 2 contains 66326 members 
Entering Unmasked Estep 
Score: -13744463.000000 Penalty: 3839.097412
	Iteration 2Q: 3 clusters Score -1.374446e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69743 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
Score: -13746547.000000 Penalty: 3839.097412
	Iteration 3Q: 3 clusters Score -1.374655e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71661 members 
Mstep: Class 2 contains 63282 members 
Entering Unmasked Estep 
Score: -13749855.000000 Penalty: 3839.097412
	Iteration 4Q: 3 clusters Score -1.374986e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74886 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -13754943.000000 Penalty: 3839.097412
	Iteration 5F: 3 clusters Score -1.375494e+07 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79750 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -13761950.000000 Penalty: 3839.097412
	Iteration 6F: 3 clusters Score -1.376195e+07 nChanged 10271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85411 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -13770133.000000 Penalty: 3839.097412
	Iteration 7F: 3 clusters Score -1.377013e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90594 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -13777682.000000 Penalty: 3839.097412
	Iteration 8F: 3 clusters Score -1.377768e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94403 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -13782154.000000 Penalty: 3839.097412
	Iteration 9Q: 3 clusters Score -1.378215e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97251 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -13784409.000000 Penalty: 3839.097412
	Iteration 10Q: 3 clusters Score -1.378441e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99613 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -13785612.000000 Penalty: 3839.097412
	Iteration 11Q: 3 clusters Score -1.378561e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101620 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -13786398.000000 Penalty: 3839.097412
	Iteration 12Q: 3 clusters Score -1.37864e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103379 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -13786960.000000 Penalty: 3839.097412
	Iteration 13Q: 3 clusters Score -1.378696e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105024 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -13787488.000000 Penalty: 3839.097412
	Iteration 14Q: 3 clusters Score -1.378749e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106484 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -13787820.000000 Penalty: 3839.097412
	Iteration 15Q: 3 clusters Score -1.378782e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107920 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -13788193.000000 Penalty: 3839.097412
	Iteration 16Q: 3 clusters Score -1.378819e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109321 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -13788541.000000 Penalty: 3839.097412
	Iteration 17Q: 3 clusters Score -1.378854e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110657 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -13788856.000000 Penalty: 3839.097412
	Iteration 18Q: 3 clusters Score -1.378886e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111896 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -13789168.000000 Penalty: 3839.097412
	Iteration 19Q: 3 clusters Score -1.378917e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113060 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -13789421.000000 Penalty: 3839.097412
	Iteration 20F: 3 clusters Score -1.378942e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114128 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -13789689.000000 Penalty: 3839.097412
	Iteration 21Q: 3 clusters Score -1.378969e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115155 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -13789855.000000 Penalty: 3839.097412
	Iteration 22Q: 3 clusters Score -1.378986e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116151 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -13790047.000000 Penalty: 3839.097412
	Iteration 23Q: 3 clusters Score -1.379005e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117112 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -13790347.000000 Penalty: 3839.097412
	Iteration 24Q: 3 clusters Score -1.379035e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118024 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -13790593.000000 Penalty: 3839.097412
	Iteration 25Q: 3 clusters Score -1.379059e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118902 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -13790711.000000 Penalty: 3839.097412
	Iteration 26Q: 3 clusters Score -1.379071e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119794 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -13790909.000000 Penalty: 3839.097412
	Iteration 27Q: 3 clusters Score -1.379091e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120632 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -13791163.000000 Penalty: 3839.097412
	Iteration 28Q: 3 clusters Score -1.379116e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121382 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -13791320.000000 Penalty: 3839.097412
	Iteration 29Q: 3 clusters Score -1.379132e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122107 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -13791430.000000 Penalty: 3839.097412
	Iteration 30Q: 3 clusters Score -1.379143e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122837 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -13791532.000000 Penalty: 3839.097412
	Iteration 31Q: 3 clusters Score -1.379153e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123539 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -13791709.000000 Penalty: 3839.097412
	Iteration 32Q: 3 clusters Score -1.379171e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124190 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -13791888.000000 Penalty: 3839.097412
	Iteration 33Q: 3 clusters Score -1.379189e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124801 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -13792060.000000 Penalty: 3839.097412
	Iteration 34Q: 3 clusters Score -1.379206e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125375 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -13792206.000000 Penalty: 3839.097412
	Iteration 35Q: 3 clusters Score -1.379221e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125948 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -13792287.000000 Penalty: 3839.097412
	Iteration 36Q: 3 clusters Score -1.379229e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126472 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -13792459.000000 Penalty: 3839.097412
	Iteration 37Q: 3 clusters Score -1.379246e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126973 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -13792582.000000 Penalty: 3839.097412
	Iteration 38Q: 3 clusters Score -1.379258e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127423 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -13792748.000000 Penalty: 3839.097412
	Iteration 39Q: 3 clusters Score -1.379275e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127841 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -13792781.000000 Penalty: 3839.097412
	Iteration 40F: 3 clusters Score -1.379278e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128227 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -13792863.000000 Penalty: 3839.097412
	Iteration 41Q: 3 clusters Score -1.379286e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128607 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -13792947.000000 Penalty: 3839.097412
	Iteration 42Q: 3 clusters Score -1.379295e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129004 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -13792990.000000 Penalty: 3839.097412
	Iteration 43Q: 3 clusters Score -1.379299e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129358 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -13793082.000000 Penalty: 3839.097412
	Iteration 44Q: 3 clusters Score -1.379308e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129665 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -13793158.000000 Penalty: 3839.097412
	Iteration 45Q: 3 clusters Score -1.379316e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129956 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -13793267.000000 Penalty: 3839.097412
	Iteration 46Q: 3 clusters Score -1.379327e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130238 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -13793324.000000 Penalty: 3839.097412
	Iteration 47Q: 3 clusters Score -1.379332e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130499 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -13793328.000000 Penalty: 3839.097412
	Iteration 48Q: 3 clusters Score -1.379333e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130736 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -13793391.000000 Penalty: 3839.097412
	Iteration 49Q: 3 clusters Score -1.379339e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130955 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -13793454.000000 Penalty: 3839.097412
	Iteration 50Q: 3 clusters Score -1.379345e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131150 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -13793490.000000 Penalty: 3839.097412
	Iteration 51Q: 3 clusters Score -1.379349e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131333 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -13793503.000000 Penalty: 3839.097412
	Iteration 52Q: 3 clusters Score -1.37935e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131490 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -13793539.000000 Penalty: 3839.097412
	Iteration 53Q: 3 clusters Score -1.379354e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131618 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -13793570.000000 Penalty: 3839.097412
	Iteration 54Q: 3 clusters Score -1.379357e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131728 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -13793556.000000 Penalty: 3839.097412
	Iteration 55Q: 3 clusters Score -1.379356e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131834 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -13793589.000000 Penalty: 3839.097412
	Iteration 56Q: 3 clusters Score -1.379359e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131917 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -13793629.000000 Penalty: 3839.097412
	Iteration 57Q: 3 clusters Score -1.379363e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131995 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -13793653.000000 Penalty: 3839.097412
	Iteration 58Q: 3 clusters Score -1.379365e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132060 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -13793656.000000 Penalty: 3839.097412
	Iteration 59Q: 3 clusters Score -1.379366e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132125 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -13793683.000000 Penalty: 3839.097412
	Iteration 60F: 3 clusters Score -1.379368e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132183 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -13793694.000000 Penalty: 3839.097412
	Iteration 61Q: 3 clusters Score -1.379369e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132230 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -13793677.000000 Penalty: 3839.097412
	Iteration 62Q: 3 clusters Score -1.379368e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132275 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -13793678.000000 Penalty: 3839.097412
	Iteration 63Q: 3 clusters Score -1.379368e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132306 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -13793678.000000 Penalty: 3839.097412
	Iteration 64Q: 3 clusters Score -1.379368e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132330 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -13793684.000000 Penalty: 3839.097412
	Iteration 65Q: 3 clusters Score -1.379368e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132350 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -13793695.000000 Penalty: 3839.097412
	Iteration 66Q: 3 clusters Score -1.37937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132368 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -13793688.000000 Penalty: 3839.097412
	Iteration 67Q: 3 clusters Score -1.379369e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132391 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -13793687.000000 Penalty: 3839.097412
	Iteration 68Q: 3 clusters Score -1.379369e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132409 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -13793698.000000 Penalty: 3839.097412
	Iteration 69Q: 3 clusters Score -1.37937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132425 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -13793706.000000 Penalty: 3839.097412
	Iteration 70Q: 3 clusters Score -1.379371e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132445 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -13793720.000000 Penalty: 3839.097412
	Iteration 71Q: 3 clusters Score -1.379372e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132466 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -13793705.000000 Penalty: 3839.097412
	Iteration 72Q: 3 clusters Score -1.37937e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132481 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -13793699.000000 Penalty: 3839.097412
	Iteration 73Q: 3 clusters Score -1.37937e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132500 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -13793704.000000 Penalty: 3839.097412
	Iteration 74Q: 3 clusters Score -1.37937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132518 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -13793702.000000 Penalty: 3839.097412
	Iteration 75Q: 3 clusters Score -1.37937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132531 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -13793705.000000 Penalty: 3839.097412
	Iteration 76Q: 3 clusters Score -1.37937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132537 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -13793693.000000 Penalty: 3839.097412
	Iteration 77Q: 3 clusters Score -1.379369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132542 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -13793707.000000 Penalty: 3839.097412
	Iteration 78Q: 3 clusters Score -1.379371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132546 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -13793708.000000 Penalty: 3839.097412
	Iteration 79Q: 3 clusters Score -1.379371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132549 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -13793700.000000 Penalty: 3839.097412
	Iteration 80F: 3 clusters Score -1.37937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132553 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -13793700.000000 Penalty: 3839.097412
	Iteration 81Q: 3 clusters Score -1.37937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132557 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -13793691.000000 Penalty: 3839.097412
	Iteration 82Q: 3 clusters Score -1.379369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132559 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -13793696.000000 Penalty: 3839.097412
	Iteration 83Q: 3 clusters Score -1.37937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132559 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -13793696.000000 Penalty: 3839.097412
	Iteration 84F: 3 clusters Score -1.37937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69954 members 
Entering Unmasked Estep 
Score: -7107117.500000 Penalty: 1812.783813
	Iteration 0F: 2 clusters Score -7107118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -7060308.500000 Penalty: 3625.567627
	Iteration 0F: 3 clusters Score -7060308 nChanged 33185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -7079625.500000 Penalty: 3625.567627
	Iteration 1F: 3 clusters Score -7079626 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -7080424.500000 Penalty: 3625.567627
	Iteration 2Q: 3 clusters Score -7080424 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -7081563.500000 Penalty: 3625.567627
	Iteration 3Q: 3 clusters Score -7081564 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -7083391.000000 Penalty: 3625.567627
	Iteration 4F: 3 clusters Score -7083391 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -7086474.000000 Penalty: 3625.567627
	Iteration 5F: 3 clusters Score -7086474 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -7090832.500000 Penalty: 3625.567627
	Iteration 6F: 3 clusters Score -7090832 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -7095734.000000 Penalty: 3625.567627
	Iteration 7F: 3 clusters Score -7095734 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -7100209.000000 Penalty: 3625.567627
	Iteration 8F: 3 clusters Score -7100209 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61500 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -7102770.000000 Penalty: 3625.567627
	Iteration 9Q: 3 clusters Score -7102770 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -7103893.000000 Penalty: 3625.567627
	Iteration 10Q: 3 clusters Score -7103893 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -7104455.000000 Penalty: 3625.567627
	Iteration 11Q: 3 clusters Score -7104455 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63995 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -7104764.000000 Penalty: 3625.567627
	Iteration 12Q: 3 clusters Score -7104764 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -7104951.000000 Penalty: 3625.567627
	Iteration 13Q: 3 clusters Score -7104951 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64975 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -7105098.000000 Penalty: 3625.567627
	Iteration 14Q: 3 clusters Score -7105098 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65382 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -7105236.500000 Penalty: 3625.567627
	Iteration 15Q: 3 clusters Score -7105236 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65731 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -7105344.500000 Penalty: 3625.567627
	Iteration 16Q: 3 clusters Score -7105344 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66040 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -7105466.000000 Penalty: 3625.567627
	Iteration 17Q: 3 clusters Score -7105466 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66301 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -7105537.500000 Penalty: 3625.567627
	Iteration 18Q: 3 clusters Score -7105538 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66543 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -7105586.500000 Penalty: 3625.567627
	Iteration 19Q: 3 clusters Score -7105586 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66765 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -7105656.500000 Penalty: 3625.567627
	Iteration 20F: 3 clusters Score -7105656 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66973 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -7105724.500000 Penalty: 3625.567627
	Iteration 21Q: 3 clusters Score -7105724 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67161 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -7105784.500000 Penalty: 3625.567627
	Iteration 22Q: 3 clusters Score -7105784 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -7105852.000000 Penalty: 3625.567627
	Iteration 23Q: 3 clusters Score -7105852 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67442 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -7105894.500000 Penalty: 3625.567627
	Iteration 24Q: 3 clusters Score -7105894 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67552 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -7105918.500000 Penalty: 3625.567627
	Iteration 25Q: 3 clusters Score -7105918 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67640 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -7105916.500000 Penalty: 3625.567627
	Iteration 26Q: 3 clusters Score -7105916 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67721 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -7105918.500000 Penalty: 3625.567627
	Iteration 27Q: 3 clusters Score -7105918 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67801 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -7105934.000000 Penalty: 3625.567627
	Iteration 28Q: 3 clusters Score -7105934 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7105941.500000 Penalty: 3625.567627
	Iteration 29Q: 3 clusters Score -7105942 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67944 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -7105972.000000 Penalty: 3625.567627
	Iteration 30Q: 3 clusters Score -7105972 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -7105996.500000 Penalty: 3625.567627
	Iteration 31Q: 3 clusters Score -7105996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68044 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7105998.000000 Penalty: 3625.567627
	Iteration 32Q: 3 clusters Score -7105998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -7106019.000000 Penalty: 3625.567627
	Iteration 33Q: 3 clusters Score -7106019 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68123 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -7106026.000000 Penalty: 3625.567627
	Iteration 34Q: 3 clusters Score -7106026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68147 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -7106039.500000 Penalty: 3625.567627
	Iteration 35Q: 3 clusters Score -7106040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68171 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7106036.500000 Penalty: 3625.567627
	Iteration 36Q: 3 clusters Score -7106036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68192 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7106039.000000 Penalty: 3625.567627
	Iteration 37Q: 3 clusters Score -7106039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68218 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7106024.500000 Penalty: 3625.567627
	Iteration 38Q: 3 clusters Score -7106024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68234 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -7106021.000000 Penalty: 3625.567627
	Iteration 39Q: 3 clusters Score -7106021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68242 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -7106012.500000 Penalty: 3625.567627
	Iteration 40F: 3 clusters Score -7106012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68252 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -7106031.000000 Penalty: 3625.567627
	Iteration 41Q: 3 clusters Score -7106031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68256 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7106038.500000 Penalty: 3625.567627
	Iteration 42Q: 3 clusters Score -7106038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68256 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7106034.000000 Penalty: 3625.567627
	Iteration 43Q: 3 clusters Score -7106034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68256 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7106032.500000 Penalty: 3625.567627
	Iteration 44Q: 3 clusters Score -7106032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68255 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -7106032.000000 Penalty: 3625.567627
	Iteration 45Q: 3 clusters Score -7106032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68256 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7106035.000000 Penalty: 3625.567627
	Iteration 46Q: 3 clusters Score -7106035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68257 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -7106034.000000 Penalty: 3625.567627
	Iteration 47Q: 3 clusters Score -7106034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7106039.000000 Penalty: 3625.567627
	Iteration 48Q: 3 clusters Score -7106039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68260 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7106041.000000 Penalty: 3625.567627
	Iteration 49Q: 3 clusters Score -7106041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68263 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7106041.000000 Penalty: 3625.567627
	Iteration 50Q: 3 clusters Score -7106041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68264 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7106041.000000 Penalty: 3625.567627
	Iteration 51Q: 3 clusters Score -7106041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68264 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7106041.000000 Penalty: 3625.567627
	Iteration 52F: 3 clusters Score -7106041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (162392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162392 members 
Entering Unmasked Estep 
Score: -16368668.000000 Penalty: 1949.637329
	Iteration 0F: 2 clusters Score -1.636867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81260 members 
Mstep: Class 2 contains 81132 members 
Entering Unmasked Estep 
Score: -16262393.000000 Penalty: 3899.274658
	Iteration 0F: 3 clusters Score -1.626239e+07 nChanged 78491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81195 members 
Mstep: Class 2 contains 81197 members 
Entering Unmasked Estep 
Score: -16308726.000000 Penalty: 3899.274658
	Iteration 1F: 3 clusters Score -1.630873e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80760 members 
Mstep: Class 2 contains 81632 members 
Entering Unmasked Estep 
Score: -16309767.000000 Penalty: 3899.274658
	Iteration 2Q: 3 clusters Score -1.630977e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80000 members 
Mstep: Class 2 contains 82392 members 
Entering Unmasked Estep 
Score: -16311130.000000 Penalty: 3899.274658
	Iteration 3Q: 3 clusters Score -1.631113e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78731 members 
Mstep: Class 2 contains 83661 members 
Entering Unmasked Estep 
Score: -16313372.000000 Penalty: 3899.274658
	Iteration 4Q: 3 clusters Score -1.631337e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76709 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -16316955.000000 Penalty: 3899.274658
	Iteration 5Q: 3 clusters Score -1.631696e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73958 members 
Mstep: Class 2 contains 88434 members 
Entering Unmasked Estep 
Score: -16322891.000000 Penalty: 3899.274658
	Iteration 6F: 3 clusters Score -1.632289e+07 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70412 members 
Mstep: Class 2 contains 91980 members 
Entering Unmasked Estep 
Score: -16331052.000000 Penalty: 3899.274658
	Iteration 7F: 3 clusters Score -1.633105e+07 nChanged 11717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66459 members 
Mstep: Class 2 contains 95933 members 
Entering Unmasked Estep 
Score: -16340359.000000 Penalty: 3899.274658
	Iteration 8F: 3 clusters Score -1.634036e+07 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 99387 members 
Entering Unmasked Estep 
Score: -16347596.000000 Penalty: 3899.274658
	Iteration 9F: 3 clusters Score -1.63476e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60048 members 
Mstep: Class 2 contains 102344 members 
Entering Unmasked Estep 
Score: -16351469.000000 Penalty: 3899.274658
	Iteration 10Q: 3 clusters Score -1.635147e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 105067 members 
Entering Unmasked Estep 
Score: -16353894.000000 Penalty: 3899.274658
	Iteration 11Q: 3 clusters Score -1.635389e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 107843 members 
Entering Unmasked Estep 
Score: -16355965.000000 Penalty: 3899.274658
	Iteration 12Q: 3 clusters Score -1.635596e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 110501 members 
Entering Unmasked Estep 
Score: -16357653.000000 Penalty: 3899.274658
	Iteration 13Q: 3 clusters Score -1.635765e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 112905 members 
Entering Unmasked Estep 
Score: -16358993.000000 Penalty: 3899.274658
	Iteration 14Q: 3 clusters Score -1.635899e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 115066 members 
Entering Unmasked Estep 
Score: -16360190.000000 Penalty: 3899.274658
	Iteration 15Q: 3 clusters Score -1.636019e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 117006 members 
Entering Unmasked Estep 
Score: -16361076.000000 Penalty: 3899.274658
	Iteration 16Q: 3 clusters Score -1.636108e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 118761 members 
Entering Unmasked Estep 
Score: -16361810.000000 Penalty: 3899.274658
	Iteration 17Q: 3 clusters Score -1.636181e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 120417 members 
Entering Unmasked Estep 
Score: -16362537.000000 Penalty: 3899.274658
	Iteration 18Q: 3 clusters Score -1.636254e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 121973 members 
Entering Unmasked Estep 
Score: -16362968.000000 Penalty: 3899.274658
	Iteration 19Q: 3 clusters Score -1.636297e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 123446 members 
Entering Unmasked Estep 
Score: -16363434.000000 Penalty: 3899.274658
	Iteration 20F: 3 clusters Score -1.636343e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 124838 members 
Entering Unmasked Estep 
Score: -16363855.000000 Penalty: 3899.274658
	Iteration 21Q: 3 clusters Score -1.636386e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 126127 members 
Entering Unmasked Estep 
Score: -16364192.000000 Penalty: 3899.274658
	Iteration 22Q: 3 clusters Score -1.636419e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 127338 members 
Entering Unmasked Estep 
Score: -16364544.000000 Penalty: 3899.274658
	Iteration 23Q: 3 clusters Score -1.636454e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 128485 members 
Entering Unmasked Estep 
Score: -16364748.000000 Penalty: 3899.274658
	Iteration 24Q: 3 clusters Score -1.636475e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 129571 members 
Entering Unmasked Estep 
Score: -16365018.000000 Penalty: 3899.274658
	Iteration 25Q: 3 clusters Score -1.636502e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 130620 members 
Entering Unmasked Estep 
Score: -16365263.000000 Penalty: 3899.274658
	Iteration 26Q: 3 clusters Score -1.636526e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 131598 members 
Entering Unmasked Estep 
Score: -16365551.000000 Penalty: 3899.274658
	Iteration 27Q: 3 clusters Score -1.636555e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 132517 members 
Entering Unmasked Estep 
Score: -16365781.000000 Penalty: 3899.274658
	Iteration 28Q: 3 clusters Score -1.636578e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 133397 members 
Entering Unmasked Estep 
Score: -16366039.000000 Penalty: 3899.274658
	Iteration 29Q: 3 clusters Score -1.636604e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 134243 members 
Entering Unmasked Estep 
Score: -16366298.000000 Penalty: 3899.274658
	Iteration 30Q: 3 clusters Score -1.63663e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 135070 members 
Entering Unmasked Estep 
Score: -16366518.000000 Penalty: 3899.274658
	Iteration 31Q: 3 clusters Score -1.636652e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 135826 members 
Entering Unmasked Estep 
Score: -16366609.000000 Penalty: 3899.274658
	Iteration 32Q: 3 clusters Score -1.636661e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 136493 members 
Entering Unmasked Estep 
Score: -16366737.000000 Penalty: 3899.274658
	Iteration 33Q: 3 clusters Score -1.636674e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 137080 members 
Entering Unmasked Estep 
Score: -16366853.000000 Penalty: 3899.274658
	Iteration 34Q: 3 clusters Score -1.636685e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 137682 members 
Entering Unmasked Estep 
Score: -16367031.000000 Penalty: 3899.274658
	Iteration 35Q: 3 clusters Score -1.636703e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 138282 members 
Entering Unmasked Estep 
Score: -16367203.000000 Penalty: 3899.274658
	Iteration 36Q: 3 clusters Score -1.63672e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 138858 members 
Entering Unmasked Estep 
Score: -16367349.000000 Penalty: 3899.274658
	Iteration 37Q: 3 clusters Score -1.636735e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 139379 members 
Entering Unmasked Estep 
Score: -16367429.000000 Penalty: 3899.274658
	Iteration 38Q: 3 clusters Score -1.636743e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 139896 members 
Entering Unmasked Estep 
Score: -16367524.000000 Penalty: 3899.274658
	Iteration 39Q: 3 clusters Score -1.636752e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 140393 members 
Entering Unmasked Estep 
Score: -16367585.000000 Penalty: 3899.274658
	Iteration 40F: 3 clusters Score -1.636758e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 140861 members 
Entering Unmasked Estep 
Score: -16367676.000000 Penalty: 3899.274658
	Iteration 41Q: 3 clusters Score -1.636768e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 141332 members 
Entering Unmasked Estep 
Score: -16367754.000000 Penalty: 3899.274658
	Iteration 42Q: 3 clusters Score -1.636775e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 141771 members 
Entering Unmasked Estep 
Score: -16367790.000000 Penalty: 3899.274658
	Iteration 43Q: 3 clusters Score -1.636779e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 142193 members 
Entering Unmasked Estep 
Score: -16367871.000000 Penalty: 3899.274658
	Iteration 44Q: 3 clusters Score -1.636787e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 142613 members 
Entering Unmasked Estep 
Score: -16368013.000000 Penalty: 3899.274658
	Iteration 45Q: 3 clusters Score -1.636801e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 143014 members 
Entering Unmasked Estep 
Score: -16368089.000000 Penalty: 3899.274658
	Iteration 46Q: 3 clusters Score -1.636809e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 143386 members 
Entering Unmasked Estep 
Score: -16368139.000000 Penalty: 3899.274658
	Iteration 47Q: 3 clusters Score -1.636814e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 143713 members 
Entering Unmasked Estep 
Score: -16368159.000000 Penalty: 3899.274658
	Iteration 48Q: 3 clusters Score -1.636816e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 144056 members 
Entering Unmasked Estep 
Score: -16368235.000000 Penalty: 3899.274658
	Iteration 49Q: 3 clusters Score -1.636824e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 144390 members 
Entering Unmasked Estep 
Score: -16368401.000000 Penalty: 3899.274658
	Iteration 50Q: 3 clusters Score -1.63684e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 144714 members 
Entering Unmasked Estep 
Score: -16368508.000000 Penalty: 3899.274658
	Iteration 51Q: 3 clusters Score -1.636851e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 145017 members 
Entering Unmasked Estep 
Score: -16368575.000000 Penalty: 3899.274658
	Iteration 52Q: 3 clusters Score -1.636858e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 145311 members 
Entering Unmasked Estep 
Score: -16368641.000000 Penalty: 3899.274658
	Iteration 53Q: 3 clusters Score -1.636864e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 145601 members 
Entering Unmasked Estep 
Score: -16368697.000000 Penalty: 3899.274658
	Iteration 54Q: 3 clusters Score -1.63687e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 145899 members 
Entering Unmasked Estep 
Score: -16368722.000000 Penalty: 3899.274658
	Iteration 55Q: 3 clusters Score -1.636872e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 146174 members 
Entering Unmasked Estep 
Score: -16368741.000000 Penalty: 3899.274658
	Iteration 56Q: 3 clusters Score -1.636874e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 146439 members 
Entering Unmasked Estep 
Score: -16368790.000000 Penalty: 3899.274658
	Iteration 57Q: 3 clusters Score -1.636879e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 146691 members 
Entering Unmasked Estep 
Score: -16368847.000000 Penalty: 3899.274658
	Iteration 58Q: 3 clusters Score -1.636885e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 146958 members 
Entering Unmasked Estep 
Score: -16368887.000000 Penalty: 3899.274658
	Iteration 59Q: 3 clusters Score -1.636889e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 147237 members 
Entering Unmasked Estep 
Score: -16368924.000000 Penalty: 3899.274658
	Iteration 60F: 3 clusters Score -1.636892e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 147510 members 
Entering Unmasked Estep 
Score: -16368886.000000 Penalty: 3899.274658
	Iteration 61Q: 3 clusters Score -1.636889e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 147805 members 
Entering Unmasked Estep 
Score: -16368895.000000 Penalty: 3899.274658
	Iteration 62Q: 3 clusters Score -1.63689e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 148097 members 
Entering Unmasked Estep 
Score: -16368866.000000 Penalty: 3899.274658
	Iteration 63Q: 3 clusters Score -1.636887e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 148361 members 
Entering Unmasked Estep 
Score: -16368879.000000 Penalty: 3899.274658
	Iteration 64Q: 3 clusters Score -1.636888e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 148611 members 
Entering Unmasked Estep 
Score: -16368848.000000 Penalty: 3899.274658
	Iteration 65Q: 3 clusters Score -1.636885e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 148891 members 
Entering Unmasked Estep 
Score: -16368867.000000 Penalty: 3899.274658
	Iteration 66Q: 3 clusters Score -1.636887e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 149184 members 
Entering Unmasked Estep 
Score: -16368881.000000 Penalty: 3899.274658
	Iteration 67Q: 3 clusters Score -1.636888e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 149497 members 
Entering Unmasked Estep 
Score: -16368880.000000 Penalty: 3899.274658
	Iteration 68Q: 3 clusters Score -1.636888e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 149794 members 
Entering Unmasked Estep 
Score: -16368893.000000 Penalty: 3899.274658
	Iteration 69Q: 3 clusters Score -1.636889e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 150107 members 
Entering Unmasked Estep 
Score: -16368915.000000 Penalty: 3899.274658
	Iteration 70Q: 3 clusters Score -1.636892e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 150407 members 
Entering Unmasked Estep 
Score: -16368938.000000 Penalty: 3899.274658
	Iteration 71Q: 3 clusters Score -1.636894e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 150691 members 
Entering Unmasked Estep 
Score: -16368953.000000 Penalty: 3899.274658
	Iteration 72Q: 3 clusters Score -1.636895e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 150964 members 
Entering Unmasked Estep 
Score: -16368953.000000 Penalty: 3899.274658
	Iteration 73Q: 3 clusters Score -1.636895e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 151270 members 
Entering Unmasked Estep 
Score: -16368920.000000 Penalty: 3899.274658
	Iteration 74Q: 3 clusters Score -1.636892e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 151581 members 
Entering Unmasked Estep 
Score: -16368884.000000 Penalty: 3899.274658
	Iteration 75Q: 3 clusters Score -1.636888e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 151890 members 
Entering Unmasked Estep 
Score: -16368853.000000 Penalty: 3899.274658
	Iteration 76Q: 3 clusters Score -1.636885e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 152197 members 
Entering Unmasked Estep 
Score: -16368841.000000 Penalty: 3899.274658
	Iteration 77Q: 3 clusters Score -1.636884e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 152493 members 
Entering Unmasked Estep 
Score: -16368900.000000 Penalty: 3899.274658
	Iteration 78Q: 3 clusters Score -1.63689e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 152782 members 
Entering Unmasked Estep 
Score: -16368901.000000 Penalty: 3899.274658
	Iteration 79Q: 3 clusters Score -1.63689e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 153045 members 
Entering Unmasked Estep 
Score: -16368853.000000 Penalty: 3899.274658
	Iteration 80F: 3 clusters Score -1.636885e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 153295 members 
Entering Unmasked Estep 
Score: -16368824.000000 Penalty: 3899.274658
	Iteration 81Q: 3 clusters Score -1.636882e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 153543 members 
Entering Unmasked Estep 
Score: -16368796.000000 Penalty: 3899.274658
	Iteration 82Q: 3 clusters Score -1.63688e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 153800 members 
Entering Unmasked Estep 
Score: -16368776.000000 Penalty: 3899.274658
	Iteration 83Q: 3 clusters Score -1.636878e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 154027 members 
Entering Unmasked Estep 
Score: -16368780.000000 Penalty: 3899.274658
	Iteration 84Q: 3 clusters Score -1.636878e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 154236 members 
Entering Unmasked Estep 
Score: -16368723.000000 Penalty: 3899.274658
	Iteration 85Q: 3 clusters Score -1.636872e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 154434 members 
Entering Unmasked Estep 
Score: -16368700.000000 Penalty: 3899.274658
	Iteration 86Q: 3 clusters Score -1.63687e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 154628 members 
Entering Unmasked Estep 
Score: -16368653.000000 Penalty: 3899.274658
	Iteration 87Q: 3 clusters Score -1.636865e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 154818 members 
Entering Unmasked Estep 
Score: -16368610.000000 Penalty: 3899.274658
	Iteration 88Q: 3 clusters Score -1.636861e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 155034 members 
Entering Unmasked Estep 
Score: -16368602.000000 Penalty: 3899.274658
	Iteration 89Q: 3 clusters Score -1.63686e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 155240 members 
Entering Unmasked Estep 
Score: -16368577.000000 Penalty: 3899.274658
	Iteration 90Q: 3 clusters Score -1.636858e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 155450 members 
Entering Unmasked Estep 
Score: -16368521.000000 Penalty: 3899.274658
	Iteration 91Q: 3 clusters Score -1.636852e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 155633 members 
Entering Unmasked Estep 
Score: -16368495.000000 Penalty: 3899.274658
	Iteration 92Q: 3 clusters Score -1.63685e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 155818 members 
Entering Unmasked Estep 
Score: -16368460.000000 Penalty: 3899.274658
	Iteration 93Q: 3 clusters Score -1.636846e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 156010 members 
Entering Unmasked Estep 
Score: -16368415.000000 Penalty: 3899.274658
	Iteration 94Q: 3 clusters Score -1.636842e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 156192 members 
Entering Unmasked Estep 
Score: -16368405.000000 Penalty: 3899.274658
	Iteration 95Q: 3 clusters Score -1.63684e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 156364 members 
Entering Unmasked Estep 
Score: -16368399.000000 Penalty: 3899.274658
	Iteration 96Q: 3 clusters Score -1.63684e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 156537 members 
Entering Unmasked Estep 
Score: -16368363.000000 Penalty: 3899.274658
	Iteration 97Q: 3 clusters Score -1.636836e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 156704 members 
Entering Unmasked Estep 
Score: -16368334.000000 Penalty: 3899.274658
	Iteration 98Q: 3 clusters Score -1.636833e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 156879 members 
Entering Unmasked Estep 
Score: -16368305.000000 Penalty: 3899.274658
	Iteration 99Q: 3 clusters Score -1.63683e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 157049 members 
Entering Unmasked Estep 
Score: -16368296.000000 Penalty: 3899.274658
	Iteration 100F: 3 clusters Score -1.63683e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 157213 members 
Entering Unmasked Estep 
Score: -16368249.000000 Penalty: 3899.274658
	Iteration 101Q: 3 clusters Score -1.636825e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 157354 members 
Entering Unmasked Estep 
Score: -16368223.000000 Penalty: 3899.274658
	Iteration 102Q: 3 clusters Score -1.636822e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 157468 members 
Entering Unmasked Estep 
Score: -16368199.000000 Penalty: 3899.274658
	Iteration 103Q: 3 clusters Score -1.63682e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 157571 members 
Entering Unmasked Estep 
Score: -16368173.000000 Penalty: 3899.274658
	Iteration 104Q: 3 clusters Score -1.636817e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 157673 members 
Entering Unmasked Estep 
Score: -16368169.000000 Penalty: 3899.274658
	Iteration 105Q: 3 clusters Score -1.636817e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 157770 members 
Entering Unmasked Estep 
Score: -16368164.000000 Penalty: 3899.274658
	Iteration 106Q: 3 clusters Score -1.636816e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 157863 members 
Entering Unmasked Estep 
Score: -16368133.000000 Penalty: 3899.274658
	Iteration 107Q: 3 clusters Score -1.636813e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 157940 members 
Entering Unmasked Estep 
Score: -16368155.000000 Penalty: 3899.274658
	Iteration 108Q: 3 clusters Score -1.636816e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 158022 members 
Entering Unmasked Estep 
Score: -16368146.000000 Penalty: 3899.274658
	Iteration 109Q: 3 clusters Score -1.636815e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 158099 members 
Entering Unmasked Estep 
Score: -16368156.000000 Penalty: 3899.274658
	Iteration 110Q: 3 clusters Score -1.636816e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 158181 members 
Entering Unmasked Estep 
Score: -16368132.000000 Penalty: 3899.274658
	Iteration 111Q: 3 clusters Score -1.636813e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 158245 members 
Entering Unmasked Estep 
Score: -16368113.000000 Penalty: 3899.274658
	Iteration 112Q: 3 clusters Score -1.636811e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 158306 members 
Entering Unmasked Estep 
Score: -16368123.000000 Penalty: 3899.274658
	Iteration 113Q: 3 clusters Score -1.636812e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 158366 members 
Entering Unmasked Estep 
Score: -16368099.000000 Penalty: 3899.274658
	Iteration 114Q: 3 clusters Score -1.63681e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 158423 members 
Entering Unmasked Estep 
Score: -16368082.000000 Penalty: 3899.274658
	Iteration 115Q: 3 clusters Score -1.636808e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 158490 members 
Entering Unmasked Estep 
Score: -16368064.000000 Penalty: 3899.274658
	Iteration 116Q: 3 clusters Score -1.636806e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 158547 members 
Entering Unmasked Estep 
Score: -16368050.000000 Penalty: 3899.274658
	Iteration 117Q: 3 clusters Score -1.636805e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 158603 members 
Entering Unmasked Estep 
Score: -16368018.000000 Penalty: 3899.274658
	Iteration 118Q: 3 clusters Score -1.636802e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 158650 members 
Entering Unmasked Estep 
Score: -16368011.000000 Penalty: 3899.274658
	Iteration 119Q: 3 clusters Score -1.636801e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 158702 members 
Entering Unmasked Estep 
Score: -16367991.000000 Penalty: 3899.274658
	Iteration 120F: 3 clusters Score -1.636799e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 158744 members 
Entering Unmasked Estep 
Score: -16367976.000000 Penalty: 3899.274658
	Iteration 121Q: 3 clusters Score -1.636798e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 158789 members 
Entering Unmasked Estep 
Score: -16367972.000000 Penalty: 3899.274658
	Iteration 122Q: 3 clusters Score -1.636797e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 158827 members 
Entering Unmasked Estep 
Score: -16367957.000000 Penalty: 3899.274658
	Iteration 123Q: 3 clusters Score -1.636796e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 158863 members 
Entering Unmasked Estep 
Score: -16367944.000000 Penalty: 3899.274658
	Iteration 124Q: 3 clusters Score -1.636794e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 158894 members 
Entering Unmasked Estep 
Score: -16367937.000000 Penalty: 3899.274658
	Iteration 125Q: 3 clusters Score -1.636794e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 158924 members 
Entering Unmasked Estep 
Score: -16367946.000000 Penalty: 3899.274658
	Iteration 126Q: 3 clusters Score -1.636795e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 158949 members 
Entering Unmasked Estep 
Score: -16367952.000000 Penalty: 3899.274658
	Iteration 127Q: 3 clusters Score -1.636795e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 158969 members 
Entering Unmasked Estep 
Score: -16367939.000000 Penalty: 3899.274658
	Iteration 128Q: 3 clusters Score -1.636794e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 159002 members 
Entering Unmasked Estep 
Score: -16367937.000000 Penalty: 3899.274658
	Iteration 129Q: 3 clusters Score -1.636794e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 159031 members 
Entering Unmasked Estep 
Score: -16367935.000000 Penalty: 3899.274658
	Iteration 130Q: 3 clusters Score -1.636794e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 159064 members 
Entering Unmasked Estep 
Score: -16367938.000000 Penalty: 3899.274658
	Iteration 131Q: 3 clusters Score -1.636794e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 159097 members 
Entering Unmasked Estep 
Score: -16367935.000000 Penalty: 3899.274658
	Iteration 132Q: 3 clusters Score -1.636794e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 159125 members 
Entering Unmasked Estep 
Score: -16367933.000000 Penalty: 3899.274658
	Iteration 133Q: 3 clusters Score -1.636793e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 159149 members 
Entering Unmasked Estep 
Score: -16367912.000000 Penalty: 3899.274658
	Iteration 134Q: 3 clusters Score -1.636791e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 159169 members 
Entering Unmasked Estep 
Score: -16367906.000000 Penalty: 3899.274658
	Iteration 135Q: 3 clusters Score -1.636791e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 159190 members 
Entering Unmasked Estep 
Score: -16367913.000000 Penalty: 3899.274658
	Iteration 136Q: 3 clusters Score -1.636791e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 159222 members 
Entering Unmasked Estep 
Score: -16367916.000000 Penalty: 3899.274658
	Iteration 137Q: 3 clusters Score -1.636792e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 159255 members 
Entering Unmasked Estep 
Score: -16367892.000000 Penalty: 3899.274658
	Iteration 138Q: 3 clusters Score -1.636789e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 159284 members 
Entering Unmasked Estep 
Score: -16367882.000000 Penalty: 3899.274658
	Iteration 139Q: 3 clusters Score -1.636788e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 159319 members 
Entering Unmasked Estep 
Score: -16367889.000000 Penalty: 3899.274658
	Iteration 140F: 3 clusters Score -1.636789e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 159347 members 
Entering Unmasked Estep 
Score: -16367886.000000 Penalty: 3899.274658
	Iteration 141Q: 3 clusters Score -1.636789e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 159374 members 
Entering Unmasked Estep 
Score: -16367877.000000 Penalty: 3899.274658
	Iteration 142Q: 3 clusters Score -1.636788e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 159397 members 
Entering Unmasked Estep 
Score: -16367882.000000 Penalty: 3899.274658
	Iteration 143Q: 3 clusters Score -1.636788e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 159429 members 
Entering Unmasked Estep 
Score: -16367863.000000 Penalty: 3899.274658
	Iteration 144Q: 3 clusters Score -1.636786e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 159467 members 
Entering Unmasked Estep 
Score: -16367863.000000 Penalty: 3899.274658
	Iteration 145Q: 3 clusters Score -1.636786e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 159505 members 
Entering Unmasked Estep 
Score: -16367855.000000 Penalty: 3899.274658
	Iteration 146Q: 3 clusters Score -1.636786e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 159541 members 
Entering Unmasked Estep 
Score: -16367858.000000 Penalty: 3899.274658
	Iteration 147Q: 3 clusters Score -1.636786e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 159575 members 
Entering Unmasked Estep 
Score: -16367844.000000 Penalty: 3899.274658
	Iteration 148Q: 3 clusters Score -1.636784e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 159610 members 
Entering Unmasked Estep 
Score: -16367842.000000 Penalty: 3899.274658
	Iteration 149Q: 3 clusters Score -1.636784e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 159641 members 
Entering Unmasked Estep 
Score: -16367830.000000 Penalty: 3899.274658
	Iteration 150Q: 3 clusters Score -1.636783e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 159668 members 
Entering Unmasked Estep 
Score: -16367819.000000 Penalty: 3899.274658
	Iteration 151Q: 3 clusters Score -1.636782e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 159697 members 
Entering Unmasked Estep 
Score: -16367824.000000 Penalty: 3899.274658
	Iteration 152Q: 3 clusters Score -1.636782e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 159718 members 
Entering Unmasked Estep 
Score: -16367787.000000 Penalty: 3899.274658
	Iteration 153Q: 3 clusters Score -1.636779e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 159744 members 
Entering Unmasked Estep 
Score: -16367798.000000 Penalty: 3899.274658
	Iteration 154Q: 3 clusters Score -1.63678e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 159773 members 
Entering Unmasked Estep 
Score: -16367768.000000 Penalty: 3899.274658
	Iteration 155Q: 3 clusters Score -1.636777e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 159810 members 
Entering Unmasked Estep 
Score: -16367759.000000 Penalty: 3899.274658
	Iteration 156Q: 3 clusters Score -1.636776e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 159842 members 
Entering Unmasked Estep 
Score: -16367752.000000 Penalty: 3899.274658
	Iteration 157Q: 3 clusters Score -1.636775e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 159875 members 
Entering Unmasked Estep 
Score: -16367760.000000 Penalty: 3899.274658
	Iteration 158Q: 3 clusters Score -1.636776e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 159908 members 
Entering Unmasked Estep 
Score: -16367762.000000 Penalty: 3899.274658
	Iteration 159Q: 3 clusters Score -1.636776e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 159938 members 
Entering Unmasked Estep 
Score: -16367746.000000 Penalty: 3899.274658
	Iteration 160F: 3 clusters Score -1.636775e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 159970 members 
Entering Unmasked Estep 
Score: -16367748.000000 Penalty: 3899.274658
	Iteration 161Q: 3 clusters Score -1.636775e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 159998 members 
Entering Unmasked Estep 
Score: -16367750.000000 Penalty: 3899.274658
	Iteration 162Q: 3 clusters Score -1.636775e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 160031 members 
Entering Unmasked Estep 
Score: -16367743.000000 Penalty: 3899.274658
	Iteration 163Q: 3 clusters Score -1.636774e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 160059 members 
Entering Unmasked Estep 
Score: -16367732.000000 Penalty: 3899.274658
	Iteration 164Q: 3 clusters Score -1.636773e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 160087 members 
Entering Unmasked Estep 
Score: -16367723.000000 Penalty: 3899.274658
	Iteration 165Q: 3 clusters Score -1.636772e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 160114 members 
Entering Unmasked Estep 
Score: -16367723.000000 Penalty: 3899.274658
	Iteration 166Q: 3 clusters Score -1.636772e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 160149 members 
Entering Unmasked Estep 
Score: -16367714.000000 Penalty: 3899.274658
	Iteration 167Q: 3 clusters Score -1.636771e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 160187 members 
Entering Unmasked Estep 
Score: -16367705.000000 Penalty: 3899.274658
	Iteration 168Q: 3 clusters Score -1.63677e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 160225 members 
Entering Unmasked Estep 
Score: -16367697.000000 Penalty: 3899.274658
	Iteration 169Q: 3 clusters Score -1.63677e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 160259 members 
Entering Unmasked Estep 
Score: -16367671.000000 Penalty: 3899.274658
	Iteration 170Q: 3 clusters Score -1.636767e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 160288 members 
Entering Unmasked Estep 
Score: -16367679.000000 Penalty: 3899.274658
	Iteration 171Q: 3 clusters Score -1.636768e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 160317 members 
Entering Unmasked Estep 
Score: -16367668.000000 Penalty: 3899.274658
	Iteration 172Q: 3 clusters Score -1.636767e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 160340 members 
Entering Unmasked Estep 
Score: -16367653.000000 Penalty: 3899.274658
	Iteration 173Q: 3 clusters Score -1.636765e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 160360 members 
Entering Unmasked Estep 
Score: -16367639.000000 Penalty: 3899.274658
	Iteration 174Q: 3 clusters Score -1.636764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 160377 members 
Entering Unmasked Estep 
Score: -16367644.000000 Penalty: 3899.274658
	Iteration 175Q: 3 clusters Score -1.636764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 160394 members 
Entering Unmasked Estep 
Score: -16367641.000000 Penalty: 3899.274658
	Iteration 176Q: 3 clusters Score -1.636764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 160411 members 
Entering Unmasked Estep 
Score: -16367649.000000 Penalty: 3899.274658
	Iteration 177Q: 3 clusters Score -1.636765e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 160430 members 
Entering Unmasked Estep 
Score: -16367646.000000 Penalty: 3899.274658
	Iteration 178Q: 3 clusters Score -1.636765e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 160446 members 
Entering Unmasked Estep 
Score: -16367667.000000 Penalty: 3899.274658
	Iteration 179Q: 3 clusters Score -1.636767e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 160464 members 
Entering Unmasked Estep 
Score: -16367663.000000 Penalty: 3899.274658
	Iteration 180F: 3 clusters Score -1.636766e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 160484 members 
Entering Unmasked Estep 
Score: -16367664.000000 Penalty: 3899.274658
	Iteration 181Q: 3 clusters Score -1.636766e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 160505 members 
Entering Unmasked Estep 
Score: -16367647.000000 Penalty: 3899.274658
	Iteration 182Q: 3 clusters Score -1.636765e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 160522 members 
Entering Unmasked Estep 
Score: -16367632.000000 Penalty: 3899.274658
	Iteration 183Q: 3 clusters Score -1.636763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 160538 members 
Entering Unmasked Estep 
Score: -16367634.000000 Penalty: 3899.274658
	Iteration 184Q: 3 clusters Score -1.636763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 160551 members 
Entering Unmasked Estep 
Score: -16367636.000000 Penalty: 3899.274658
	Iteration 185Q: 3 clusters Score -1.636764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 160568 members 
Entering Unmasked Estep 
Score: -16367628.000000 Penalty: 3899.274658
	Iteration 186Q: 3 clusters Score -1.636763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 160582 members 
Entering Unmasked Estep 
Score: -16367630.000000 Penalty: 3899.274658
	Iteration 187Q: 3 clusters Score -1.636763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 160587 members 
Entering Unmasked Estep 
Score: -16367618.000000 Penalty: 3899.274658
	Iteration 188Q: 3 clusters Score -1.636762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 160592 members 
Entering Unmasked Estep 
Score: -16367623.000000 Penalty: 3899.274658
	Iteration 189Q: 3 clusters Score -1.636762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 160595 members 
Entering Unmasked Estep 
Score: -16367628.000000 Penalty: 3899.274658
	Iteration 190Q: 3 clusters Score -1.636763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 160600 members 
Entering Unmasked Estep 
Score: -16367620.000000 Penalty: 3899.274658
	Iteration 191Q: 3 clusters Score -1.636762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 160603 members 
Entering Unmasked Estep 
Score: -16367614.000000 Penalty: 3899.274658
	Iteration 192Q: 3 clusters Score -1.636761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 160607 members 
Entering Unmasked Estep 
Score: -16367618.000000 Penalty: 3899.274658
	Iteration 193Q: 3 clusters Score -1.636762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 160611 members 
Entering Unmasked Estep 
Score: -16367622.000000 Penalty: 3899.274658
	Iteration 194Q: 3 clusters Score -1.636762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 160616 members 
Entering Unmasked Estep 
Score: -16367622.000000 Penalty: 3899.274658
	Iteration 195Q: 3 clusters Score -1.636762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 160622 members 
Entering Unmasked Estep 
Score: -16367618.000000 Penalty: 3899.274658
	Iteration 196Q: 3 clusters Score -1.636762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 160628 members 
Entering Unmasked Estep 
Score: -16367619.000000 Penalty: 3899.274658
	Iteration 197Q: 3 clusters Score -1.636762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 160633 members 
Entering Unmasked Estep 
Score: -16367623.000000 Penalty: 3899.274658
	Iteration 198Q: 3 clusters Score -1.636762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 160637 members 
Entering Unmasked Estep 
Score: -16367612.000000 Penalty: 3899.274658
	Iteration 199Q: 3 clusters Score -1.636761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 160642 members 
Entering Unmasked Estep 
Score: -16367601.000000 Penalty: 3899.274658
	Iteration 200F: 3 clusters Score -1.63676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 160647 members 
Entering Unmasked Estep 
Score: -16367597.000000 Penalty: 3899.274658
	Iteration 201Q: 3 clusters Score -1.63676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 160651 members 
Entering Unmasked Estep 
Score: -16367608.000000 Penalty: 3899.274658
	Iteration 202Q: 3 clusters Score -1.636761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 160657 members 
Entering Unmasked Estep 
Score: -16367613.000000 Penalty: 3899.274658
	Iteration 203Q: 3 clusters Score -1.636761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 160663 members 
Entering Unmasked Estep 
Score: -16367606.000000 Penalty: 3899.274658
	Iteration 204Q: 3 clusters Score -1.636761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 160667 members 
Entering Unmasked Estep 
Score: -16367606.000000 Penalty: 3899.274658
	Iteration 205Q: 3 clusters Score -1.636761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 160670 members 
Entering Unmasked Estep 
Score: -16367615.000000 Penalty: 3899.274658
	Iteration 206Q: 3 clusters Score -1.636762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 160672 members 
Entering Unmasked Estep 
Score: -16367610.000000 Penalty: 3899.274658
	Iteration 207Q: 3 clusters Score -1.636761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 160674 members 
Entering Unmasked Estep 
Score: -16367604.000000 Penalty: 3899.274658
	Iteration 208Q: 3 clusters Score -1.63676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 160676 members 
Entering Unmasked Estep 
Score: -16367598.000000 Penalty: 3899.274658
	Iteration 209Q: 3 clusters Score -1.63676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 160677 members 
Entering Unmasked Estep 
Score: -16367594.000000 Penalty: 3899.274658
	Iteration 210Q: 3 clusters Score -1.636759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 160679 members 
Entering Unmasked Estep 
Score: -16367596.000000 Penalty: 3899.274658
	Iteration 211Q: 3 clusters Score -1.63676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 160679 members 
Entering Unmasked Estep 
Score: -16367596.000000 Penalty: 3899.274658
	Iteration 212F: 3 clusters Score -1.63676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167528 members 
Entering Unmasked Estep 
Score: -17192086.000000 Penalty: 1954.697144
	Iteration 0F: 2 clusters Score -1.719209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83839 members 
Mstep: Class 2 contains 83689 members 
Entering Unmasked Estep 
Score: -17086342.000000 Penalty: 3909.394287
	Iteration 0F: 3 clusters Score -1.708634e+07 nChanged 81034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85171 members 
Mstep: Class 2 contains 82357 members 
Entering Unmasked Estep 
Score: -17134638.000000 Penalty: 3909.394287
	Iteration 1F: 3 clusters Score -1.713464e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86588 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -17135892.000000 Penalty: 3909.394287
	Iteration 2Q: 3 clusters Score -1.713589e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88866 members 
Mstep: Class 2 contains 78662 members 
Entering Unmasked Estep 
Score: -17137468.000000 Penalty: 3909.394287
	Iteration 3Q: 3 clusters Score -1.713747e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92410 members 
Mstep: Class 2 contains 75118 members 
Entering Unmasked Estep 
Score: -17140174.000000 Penalty: 3909.394287
	Iteration 4Q: 3 clusters Score -1.714017e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97689 members 
Mstep: Class 2 contains 69839 members 
Entering Unmasked Estep 
Score: -17143982.000000 Penalty: 3909.394287
	Iteration 5Q: 3 clusters Score -1.714398e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 62262 members 
Entering Unmasked Estep 
Score: -17150360.000000 Penalty: 3909.394287
	Iteration 6F: 3 clusters Score -1.715036e+07 nChanged 11971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114519 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -17159596.000000 Penalty: 3909.394287
	Iteration 7F: 3 clusters Score -1.71596e+07 nChanged 12050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123887 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -17169486.000000 Penalty: 3909.394287
	Iteration 8F: 3 clusters Score -1.716949e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131330 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -17177064.000000 Penalty: 3909.394287
	Iteration 9F: 3 clusters Score -1.717706e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136691 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -17181424.000000 Penalty: 3909.394287
	Iteration 10Q: 3 clusters Score -1.718142e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140766 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -17183920.000000 Penalty: 3909.394287
	Iteration 11Q: 3 clusters Score -1.718392e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144415 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -17185760.000000 Penalty: 3909.394287
	Iteration 12Q: 3 clusters Score -1.718576e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147989 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -17187000.000000 Penalty: 3909.394287
	Iteration 13Q: 3 clusters Score -1.7187e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151443 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -17188002.000000 Penalty: 3909.394287
	Iteration 14Q: 3 clusters Score -1.7188e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154658 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -17188792.000000 Penalty: 3909.394287
	Iteration 15Q: 3 clusters Score -1.718879e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157508 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -17189454.000000 Penalty: 3909.394287
	Iteration 16Q: 3 clusters Score -1.718945e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159917 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -17189878.000000 Penalty: 3909.394287
	Iteration 17Q: 3 clusters Score -1.718988e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161777 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -17190304.000000 Penalty: 3909.394287
	Iteration 18Q: 3 clusters Score -1.71903e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163234 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -17190642.000000 Penalty: 3909.394287
	Iteration 19Q: 3 clusters Score -1.719064e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164383 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -17190782.000000 Penalty: 3909.394287
	Iteration 20F: 3 clusters Score -1.719078e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165160 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -17191028.000000 Penalty: 3909.394287
	Iteration 21Q: 3 clusters Score -1.719103e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165650 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -17191150.000000 Penalty: 3909.394287
	Iteration 22Q: 3 clusters Score -1.719115e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165946 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -17191190.000000 Penalty: 3909.394287
	Iteration 23Q: 3 clusters Score -1.719119e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166140 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -17191224.000000 Penalty: 3909.394287
	Iteration 24Q: 3 clusters Score -1.719122e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166272 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -17191212.000000 Penalty: 3909.394287
	Iteration 25Q: 3 clusters Score -1.719121e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166366 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -17191232.000000 Penalty: 3909.394287
	Iteration 26Q: 3 clusters Score -1.719123e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166443 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -17191234.000000 Penalty: 3909.394287
	Iteration 27Q: 3 clusters Score -1.719123e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166480 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -17191244.000000 Penalty: 3909.394287
	Iteration 28Q: 3 clusters Score -1.719124e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166518 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -17191260.000000 Penalty: 3909.394287
	Iteration 29Q: 3 clusters Score -1.719126e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166546 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -17191278.000000 Penalty: 3909.394287
	Iteration 30Q: 3 clusters Score -1.719128e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166568 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -17191282.000000 Penalty: 3909.394287
	Iteration 31Q: 3 clusters Score -1.719128e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166583 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -17191278.000000 Penalty: 3909.394287
	Iteration 32Q: 3 clusters Score -1.719128e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166593 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -17191292.000000 Penalty: 3909.394287
	Iteration 33Q: 3 clusters Score -1.719129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166604 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -17191286.000000 Penalty: 3909.394287
	Iteration 34Q: 3 clusters Score -1.719129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166609 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -17191282.000000 Penalty: 3909.394287
	Iteration 35Q: 3 clusters Score -1.719128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166618 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -17191294.000000 Penalty: 3909.394287
	Iteration 36Q: 3 clusters Score -1.719129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166629 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -17191288.000000 Penalty: 3909.394287
	Iteration 37Q: 3 clusters Score -1.719129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166633 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -17191306.000000 Penalty: 3909.394287
	Iteration 38Q: 3 clusters Score -1.719131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166636 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -17191276.000000 Penalty: 3909.394287
	Iteration 39Q: 3 clusters Score -1.719128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166633 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -17191310.000000 Penalty: 3909.394287
	Iteration 40F: 3 clusters Score -1.719131e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166634 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -17191316.000000 Penalty: 3909.394287
	Iteration 41Q: 3 clusters Score -1.719132e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166637 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -17191314.000000 Penalty: 3909.394287
	Iteration 42Q: 3 clusters Score -1.719131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166647 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -17191300.000000 Penalty: 3909.394287
	Iteration 43Q: 3 clusters Score -1.71913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166651 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -17191308.000000 Penalty: 3909.394287
	Iteration 44Q: 3 clusters Score -1.719131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166652 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -17191314.000000 Penalty: 3909.394287
	Iteration 45Q: 3 clusters Score -1.719131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166654 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -17191322.000000 Penalty: 3909.394287
	Iteration 46Q: 3 clusters Score -1.719132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166658 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -17191296.000000 Penalty: 3909.394287
	Iteration 47Q: 3 clusters Score -1.71913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166659 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -17191298.000000 Penalty: 3909.394287
	Iteration 48Q: 3 clusters Score -1.71913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166661 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -17191304.000000 Penalty: 3909.394287
	Iteration 49Q: 3 clusters Score -1.71913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166662 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -17191296.000000 Penalty: 3909.394287
	Iteration 50Q: 3 clusters Score -1.71913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166661 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -17191302.000000 Penalty: 3909.394287
	Iteration 51Q: 3 clusters Score -1.71913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166661 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -17191302.000000 Penalty: 3909.394287
	Iteration 52F: 3 clusters Score -1.71913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Entering Unmasked Estep 
Score: -1511301.875000 Penalty: 1558.587524
	Iteration 0F: 2 clusters Score -1511302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1501213.375000 Penalty: 3117.175049
	Iteration 0F: 3 clusters Score -1501213 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1504927.125000 Penalty: 3117.175049
	Iteration 1F: 3 clusters Score -1504927 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1505456.250000 Penalty: 3117.175049
	Iteration 2F: 3 clusters Score -1505456 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1506091.625000 Penalty: 3117.175049
	Iteration 3F: 3 clusters Score -1506092 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1506849.375000 Penalty: 3117.175049
	Iteration 4F: 3 clusters Score -1506849 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1507697.500000 Penalty: 3117.175049
	Iteration 5F: 3 clusters Score -1507698 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1508519.375000 Penalty: 3117.175049
	Iteration 6F: 3 clusters Score -1508519 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1509124.000000 Penalty: 3117.175049
	Iteration 7Q: 3 clusters Score -1509124 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1509391.875000 Penalty: 3117.175049
	Iteration 8Q: 3 clusters Score -1509392 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1509520.750000 Penalty: 3117.175049
	Iteration 9Q: 3 clusters Score -1509521 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1509614.375000 Penalty: 3117.175049
	Iteration 10Q: 3 clusters Score -1509614 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1509685.875000 Penalty: 3117.175049
	Iteration 11Q: 3 clusters Score -1509686 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1509746.000000 Penalty: 3117.175049
	Iteration 12Q: 3 clusters Score -1509746 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1509813.000000 Penalty: 3117.175049
	Iteration 13Q: 3 clusters Score -1509813 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1509865.875000 Penalty: 3117.175049
	Iteration 14Q: 3 clusters Score -1509866 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1509899.875000 Penalty: 3117.175049
	Iteration 15Q: 3 clusters Score -1509900 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1509920.250000 Penalty: 3117.175049
	Iteration 16Q: 3 clusters Score -1509920 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1509948.375000 Penalty: 3117.175049
	Iteration 17Q: 3 clusters Score -1509948 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1509972.250000 Penalty: 3117.175049
	Iteration 18Q: 3 clusters Score -1509972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1509989.125000 Penalty: 3117.175049
	Iteration 19Q: 3 clusters Score -1509989 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1510005.875000 Penalty: 3117.175049
	Iteration 20F: 3 clusters Score -1510006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1510019.875000 Penalty: 3117.175049
	Iteration 21Q: 3 clusters Score -1510020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1510026.750000 Penalty: 3117.175049
	Iteration 22Q: 3 clusters Score -1510027 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1510040.625000 Penalty: 3117.175049
	Iteration 23Q: 3 clusters Score -1510041 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1510058.875000 Penalty: 3117.175049
	Iteration 24Q: 3 clusters Score -1510059 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1510070.375000 Penalty: 3117.175049
	Iteration 25Q: 3 clusters Score -1510070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1510076.000000 Penalty: 3117.175049
	Iteration 26Q: 3 clusters Score -1510076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1510083.500000 Penalty: 3117.175049
	Iteration 27Q: 3 clusters Score -1510084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1510091.375000 Penalty: 3117.175049
	Iteration 28Q: 3 clusters Score -1510091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1510096.625000 Penalty: 3117.175049
	Iteration 29Q: 3 clusters Score -1510097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1510102.500000 Penalty: 3117.175049
	Iteration 30Q: 3 clusters Score -1510102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1510108.125000 Penalty: 3117.175049
	Iteration 31Q: 3 clusters Score -1510108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1510114.125000 Penalty: 3117.175049
	Iteration 32Q: 3 clusters Score -1510114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1510116.000000 Penalty: 3117.175049
	Iteration 33Q: 3 clusters Score -1510116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1510114.250000 Penalty: 3117.175049
	Iteration 34Q: 3 clusters Score -1510114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1510119.250000 Penalty: 3117.175049
	Iteration 35Q: 3 clusters Score -1510119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1510117.250000 Penalty: 3117.175049
	Iteration 36Q: 3 clusters Score -1510117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1510120.125000 Penalty: 3117.175049
	Iteration 37Q: 3 clusters Score -1510120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1510125.875000 Penalty: 3117.175049
	Iteration 38Q: 3 clusters Score -1510126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1510131.500000 Penalty: 3117.175049
	Iteration 39Q: 3 clusters Score -1510132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1510136.750000 Penalty: 3117.175049
	Iteration 40F: 3 clusters Score -1510137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1510147.625000 Penalty: 3117.175049
	Iteration 41Q: 3 clusters Score -1510148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1510154.000000 Penalty: 3117.175049
	Iteration 42Q: 3 clusters Score -1510154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1510162.500000 Penalty: 3117.175049
	Iteration 43Q: 3 clusters Score -1510162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1510173.375000 Penalty: 3117.175049
	Iteration 44Q: 3 clusters Score -1510173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1510179.500000 Penalty: 3117.175049
	Iteration 45Q: 3 clusters Score -1510180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1510185.375000 Penalty: 3117.175049
	Iteration 46Q: 3 clusters Score -1510185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1510190.500000 Penalty: 3117.175049
	Iteration 47Q: 3 clusters Score -1510190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1510201.125000 Penalty: 3117.175049
	Iteration 48Q: 3 clusters Score -1510201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1510208.375000 Penalty: 3117.175049
	Iteration 49Q: 3 clusters Score -1510208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1510215.250000 Penalty: 3117.175049
	Iteration 50Q: 3 clusters Score -1510215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1510222.875000 Penalty: 3117.175049
	Iteration 51Q: 3 clusters Score -1510223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1510225.375000 Penalty: 3117.175049
	Iteration 52Q: 3 clusters Score -1510225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1510226.625000 Penalty: 3117.175049
	Iteration 53Q: 3 clusters Score -1510227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1510233.375000 Penalty: 3117.175049
	Iteration 54Q: 3 clusters Score -1510233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1510232.875000 Penalty: 3117.175049
	Iteration 55Q: 3 clusters Score -1510233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1510235.625000 Penalty: 3117.175049
	Iteration 56Q: 3 clusters Score -1510236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1510238.500000 Penalty: 3117.175049
	Iteration 57Q: 3 clusters Score -1510238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1510238.125000 Penalty: 3117.175049
	Iteration 58Q: 3 clusters Score -1510238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1510239.875000 Penalty: 3117.175049
	Iteration 59Q: 3 clusters Score -1510240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1510242.375000 Penalty: 3117.175049
	Iteration 60F: 3 clusters Score -1510242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1510241.125000 Penalty: 3117.175049
	Iteration 61Q: 3 clusters Score -1510241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1510243.625000 Penalty: 3117.175049
	Iteration 62Q: 3 clusters Score -1510244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1510244.250000 Penalty: 3117.175049
	Iteration 63Q: 3 clusters Score -1510244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1510242.375000 Penalty: 3117.175049
	Iteration 64Q: 3 clusters Score -1510242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1510243.750000 Penalty: 3117.175049
	Iteration 65Q: 3 clusters Score -1510244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1510244.375000 Penalty: 3117.175049
	Iteration 66Q: 3 clusters Score -1510244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1510246.125000 Penalty: 3117.175049
	Iteration 67Q: 3 clusters Score -1510246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1510247.375000 Penalty: 3117.175049
	Iteration 68Q: 3 clusters Score -1510247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1510248.375000 Penalty: 3117.175049
	Iteration 69Q: 3 clusters Score -1510248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1510248.375000 Penalty: 3117.175049
	Iteration 70Q: 3 clusters Score -1510248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1510250.750000 Penalty: 3117.175049
	Iteration 71Q: 3 clusters Score -1510251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1510252.000000 Penalty: 3117.175049
	Iteration 72Q: 3 clusters Score -1510252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1510251.875000 Penalty: 3117.175049
	Iteration 73Q: 3 clusters Score -1510252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1510251.125000 Penalty: 3117.175049
	Iteration 74Q: 3 clusters Score -1510251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1510250.750000 Penalty: 3117.175049
	Iteration 75Q: 3 clusters Score -1510251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1510250.750000 Penalty: 3117.175049
	Iteration 76F: 3 clusters Score -1510251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Entering Unmasked Estep 
Score: -801558.187500 Penalty: 1460.500732
	Iteration 0F: 2 clusters Score -801558.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -795663.812500 Penalty: 2921.001465
	Iteration 0F: 3 clusters Score -795663.8 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -797494.375000 Penalty: 2921.001465
	Iteration 1F: 3 clusters Score -797494.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -797727.062500 Penalty: 2921.001465
	Iteration 2F: 3 clusters Score -797727.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -797910.625000 Penalty: 2921.001465
	Iteration 3Q: 3 clusters Score -797910.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -798051.625000 Penalty: 2921.001465
	Iteration 4Q: 3 clusters Score -798051.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -798207.312500 Penalty: 2921.001465
	Iteration 5Q: 3 clusters Score -798207.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -798363.125000 Penalty: 2921.001465
	Iteration 6Q: 3 clusters Score -798363.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -798534.625000 Penalty: 2921.001465
	Iteration 7Q: 3 clusters Score -798534.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -798738.625000 Penalty: 2921.001465
	Iteration 8Q: 3 clusters Score -798738.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -798929.500000 Penalty: 2921.001465
	Iteration 9Q: 3 clusters Score -798929.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -799087.000000 Penalty: 2921.001465
	Iteration 10Q: 3 clusters Score -799087 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -799211.187500 Penalty: 2921.001465
	Iteration 11Q: 3 clusters Score -799211.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -799310.625000 Penalty: 2921.001465
	Iteration 12Q: 3 clusters Score -799310.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -799392.062500 Penalty: 2921.001465
	Iteration 13Q: 3 clusters Score -799392.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -799455.937500 Penalty: 2921.001465
	Iteration 14Q: 3 clusters Score -799455.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -799500.562500 Penalty: 2921.001465
	Iteration 15Q: 3 clusters Score -799500.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -799535.062500 Penalty: 2921.001465
	Iteration 16Q: 3 clusters Score -799535.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -799565.687500 Penalty: 2921.001465
	Iteration 17Q: 3 clusters Score -799565.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -799580.375000 Penalty: 2921.001465
	Iteration 18Q: 3 clusters Score -799580.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -799595.375000 Penalty: 2921.001465
	Iteration 19Q: 3 clusters Score -799595.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -799608.687500 Penalty: 2921.001465
	Iteration 20F: 3 clusters Score -799608.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -799622.437500 Penalty: 2921.001465
	Iteration 21Q: 3 clusters Score -799622.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -799637.250000 Penalty: 2921.001465
	Iteration 22Q: 3 clusters Score -799637.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -799651.250000 Penalty: 2921.001465
	Iteration 23Q: 3 clusters Score -799651.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -799668.625000 Penalty: 2921.001465
	Iteration 24Q: 3 clusters Score -799668.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -799681.500000 Penalty: 2921.001465
	Iteration 25Q: 3 clusters Score -799681.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -799696.625000 Penalty: 2921.001465
	Iteration 26Q: 3 clusters Score -799696.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -799710.750000 Penalty: 2921.001465
	Iteration 27Q: 3 clusters Score -799710.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -799725.812500 Penalty: 2921.001465
	Iteration 28Q: 3 clusters Score -799725.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -799740.000000 Penalty: 2921.001465
	Iteration 29Q: 3 clusters Score -799740 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -799755.062500 Penalty: 2921.001465
	Iteration 30Q: 3 clusters Score -799755.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -799771.312500 Penalty: 2921.001465
	Iteration 31Q: 3 clusters Score -799771.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -799790.937500 Penalty: 2921.001465
	Iteration 32Q: 3 clusters Score -799790.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -799805.125000 Penalty: 2921.001465
	Iteration 33Q: 3 clusters Score -799805.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -799832.625000 Penalty: 2921.001465
	Iteration 34Q: 3 clusters Score -799832.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -799860.062500 Penalty: 2921.001465
	Iteration 35Q: 3 clusters Score -799860.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -799882.750000 Penalty: 2921.001465
	Iteration 36Q: 3 clusters Score -799882.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -799904.187500 Penalty: 2921.001465
	Iteration 37Q: 3 clusters Score -799904.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -799926.250000 Penalty: 2921.001465
	Iteration 38Q: 3 clusters Score -799926.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -799947.687500 Penalty: 2921.001465
	Iteration 39Q: 3 clusters Score -799947.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -799970.250000 Penalty: 2921.001465
	Iteration 40F: 3 clusters Score -799970.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -799992.750000 Penalty: 2921.001465
	Iteration 41Q: 3 clusters Score -799992.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -800016.187500 Penalty: 2921.001465
	Iteration 42Q: 3 clusters Score -800016.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -800044.562500 Penalty: 2921.001465
	Iteration 43Q: 3 clusters Score -800044.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -800072.062500 Penalty: 2921.001465
	Iteration 44Q: 3 clusters Score -800072.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -800098.812500 Penalty: 2921.001465
	Iteration 45Q: 3 clusters Score -800098.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -800127.250000 Penalty: 2921.001465
	Iteration 46Q: 3 clusters Score -800127.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -800156.875000 Penalty: 2921.001465
	Iteration 47Q: 3 clusters Score -800156.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -800181.625000 Penalty: 2921.001465
	Iteration 48Q: 3 clusters Score -800181.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -800209.375000 Penalty: 2921.001465
	Iteration 49Q: 3 clusters Score -800209.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -800234.812500 Penalty: 2921.001465
	Iteration 50Q: 3 clusters Score -800234.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -800253.125000 Penalty: 2921.001465
	Iteration 51Q: 3 clusters Score -800253.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -800266.750000 Penalty: 2921.001465
	Iteration 52Q: 3 clusters Score -800266.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -800281.125000 Penalty: 2921.001465
	Iteration 53Q: 3 clusters Score -800281.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -800293.562500 Penalty: 2921.001465
	Iteration 54Q: 3 clusters Score -800293.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -800311.000000 Penalty: 2921.001465
	Iteration 55Q: 3 clusters Score -800311 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -800334.187500 Penalty: 2921.001465
	Iteration 56Q: 3 clusters Score -800334.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -800354.187500 Penalty: 2921.001465
	Iteration 57Q: 3 clusters Score -800354.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -800370.625000 Penalty: 2921.001465
	Iteration 58Q: 3 clusters Score -800370.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -800392.750000 Penalty: 2921.001465
	Iteration 59Q: 3 clusters Score -800392.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -800409.375000 Penalty: 2921.001465
	Iteration 60F: 3 clusters Score -800409.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -800422.875000 Penalty: 2921.001465
	Iteration 61Q: 3 clusters Score -800422.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -800436.187500 Penalty: 2921.001465
	Iteration 62Q: 3 clusters Score -800436.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -800450.125000 Penalty: 2921.001465
	Iteration 63Q: 3 clusters Score -800450.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -800468.125000 Penalty: 2921.001465
	Iteration 64Q: 3 clusters Score -800468.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -800480.187500 Penalty: 2921.001465
	Iteration 65Q: 3 clusters Score -800480.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -800490.937500 Penalty: 2921.001465
	Iteration 66Q: 3 clusters Score -800490.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -800494.500000 Penalty: 2921.001465
	Iteration 67Q: 3 clusters Score -800494.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -800504.187500 Penalty: 2921.001465
	Iteration 68Q: 3 clusters Score -800504.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -800515.187500 Penalty: 2921.001465
	Iteration 69Q: 3 clusters Score -800515.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -800521.500000 Penalty: 2921.001465
	Iteration 70Q: 3 clusters Score -800521.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -800525.500000 Penalty: 2921.001465
	Iteration 71Q: 3 clusters Score -800525.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -800531.187500 Penalty: 2921.001465
	Iteration 72Q: 3 clusters Score -800531.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -800533.812500 Penalty: 2921.001465
	Iteration 73Q: 3 clusters Score -800533.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -800538.562500 Penalty: 2921.001465
	Iteration 74Q: 3 clusters Score -800538.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -800540.375000 Penalty: 2921.001465
	Iteration 75Q: 3 clusters Score -800540.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -800544.562500 Penalty: 2921.001465
	Iteration 76Q: 3 clusters Score -800544.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -800545.062500 Penalty: 2921.001465
	Iteration 77Q: 3 clusters Score -800545.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -800545.750000 Penalty: 2921.001465
	Iteration 78Q: 3 clusters Score -800545.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -800546.187500 Penalty: 2921.001465
	Iteration 79Q: 3 clusters Score -800546.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -800546.750000 Penalty: 2921.001465
	Iteration 80F: 3 clusters Score -800546.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -800546.562500 Penalty: 2921.001465
	Iteration 81Q: 3 clusters Score -800546.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -800546.562500 Penalty: 2921.001465
	Iteration 82F: 3 clusters Score -800546.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (81623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81623 members 
Entering Unmasked Estep 
Score: -8392866.000000 Penalty: 1837.853271
	Iteration 0F: 2 clusters Score -8392866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -8338539.500000 Penalty: 3675.706543
	Iteration 0F: 3 clusters Score -8338540 nChanged 38974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -8360752.500000 Penalty: 3675.706543
	Iteration 1F: 3 clusters Score -8360752 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -8361239.000000 Penalty: 3675.706543
	Iteration 2Q: 3 clusters Score -8361239 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -8361754.000000 Penalty: 3675.706543
	Iteration 3Q: 3 clusters Score -8361754 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -8362465.000000 Penalty: 3675.706543
	Iteration 4Q: 3 clusters Score -8362465 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -8363479.500000 Penalty: 3675.706543
	Iteration 5Q: 3 clusters Score -8363480 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -8364961.000000 Penalty: 3675.706543
	Iteration 6Q: 3 clusters Score -8364961 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -8367561.500000 Penalty: 3675.706543
	Iteration 7F: 3 clusters Score -8367562 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -8371504.000000 Penalty: 3675.706543
	Iteration 8F: 3 clusters Score -8371504 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64487 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -8376355.000000 Penalty: 3675.706543
	Iteration 9F: 3 clusters Score -8376355 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69897 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -8381303.000000 Penalty: 3675.706543
	Iteration 10F: 3 clusters Score -8381303 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74199 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -8385121.000000 Penalty: 3675.706543
	Iteration 11F: 3 clusters Score -8385121 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -8387747.500000 Penalty: 3675.706543
	Iteration 12Q: 3 clusters Score -8387748 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78917 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -8389215.000000 Penalty: 3675.706543
	Iteration 13Q: 3 clusters Score -8389215 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -8390077.000000 Penalty: 3675.706543
	Iteration 14Q: 3 clusters Score -8390077 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80574 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8390623.000000 Penalty: 3675.706543
	Iteration 15Q: 3 clusters Score -8390623 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80906 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8390881.000000 Penalty: 3675.706543
	Iteration 16Q: 3 clusters Score -8390881 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81094 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8391030.000000 Penalty: 3675.706543
	Iteration 17Q: 3 clusters Score -8391030 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8391104.000000 Penalty: 3675.706543
	Iteration 18Q: 3 clusters Score -8391104 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81262 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8391174.000000 Penalty: 3675.706543
	Iteration 19Q: 3 clusters Score -8391174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81302 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8391213.000000 Penalty: 3675.706543
	Iteration 20F: 3 clusters Score -8391213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81327 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8391230.000000 Penalty: 3675.706543
	Iteration 21Q: 3 clusters Score -8391230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81338 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8391240.000000 Penalty: 3675.706543
	Iteration 22Q: 3 clusters Score -8391240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81350 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8391244.000000 Penalty: 3675.706543
	Iteration 23Q: 3 clusters Score -8391244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81354 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8391248.000000 Penalty: 3675.706543
	Iteration 24Q: 3 clusters Score -8391248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81358 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8391254.000000 Penalty: 3675.706543
	Iteration 25Q: 3 clusters Score -8391254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81359 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8391251.000000 Penalty: 3675.706543
	Iteration 26Q: 3 clusters Score -8391251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81362 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8391253.000000 Penalty: 3675.706543
	Iteration 27Q: 3 clusters Score -8391253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81363 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8391255.000000 Penalty: 3675.706543
	Iteration 28Q: 3 clusters Score -8391255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81365 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8391262.000000 Penalty: 3675.706543
	Iteration 29Q: 3 clusters Score -8391262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81364 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8391258.000000 Penalty: 3675.706543
	Iteration 30Q: 3 clusters Score -8391258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81364 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8391258.000000 Penalty: 3675.706543
	Iteration 31F: 3 clusters Score -8391258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (161510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161510 members 
Entering Unmasked Estep 
Score: -16610687.000000 Penalty: 1948.752319
	Iteration 0F: 2 clusters Score -1.661069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80760 members 
Mstep: Class 2 contains 80750 members 
Entering Unmasked Estep 
Score: -16507494.000000 Penalty: 3897.504639
	Iteration 0F: 3 clusters Score -1.650749e+07 nChanged 77938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78656 members 
Mstep: Class 2 contains 82854 members 
Entering Unmasked Estep 
Score: -16553777.000000 Penalty: 3897.504639
	Iteration 1F: 3 clusters Score -1.655378e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 84537 members 
Entering Unmasked Estep 
Score: -16554935.000000 Penalty: 3897.504639
	Iteration 2Q: 3 clusters Score -1.655494e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74429 members 
Mstep: Class 2 contains 87081 members 
Entering Unmasked Estep 
Score: -16556312.000000 Penalty: 3897.504639
	Iteration 3Q: 3 clusters Score -1.655631e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70679 members 
Mstep: Class 2 contains 90831 members 
Entering Unmasked Estep 
Score: -16558205.000000 Penalty: 3897.504639
	Iteration 4Q: 3 clusters Score -1.65582e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65534 members 
Mstep: Class 2 contains 95976 members 
Entering Unmasked Estep 
Score: -16560974.000000 Penalty: 3897.504639
	Iteration 5Q: 3 clusters Score -1.656097e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58651 members 
Mstep: Class 2 contains 102859 members 
Entering Unmasked Estep 
Score: -16564858.000000 Penalty: 3897.504639
	Iteration 6F: 3 clusters Score -1.656486e+07 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 111733 members 
Entering Unmasked Estep 
Score: -16570063.000000 Penalty: 3897.504639
	Iteration 7F: 3 clusters Score -1.657006e+07 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 122311 members 
Entering Unmasked Estep 
Score: -16577038.000000 Penalty: 3897.504639
	Iteration 8F: 3 clusters Score -1.657704e+07 nChanged 11625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 133838 members 
Entering Unmasked Estep 
Score: -16585950.000000 Penalty: 3897.504639
	Iteration 9F: 3 clusters Score -1.658595e+07 nChanged 11104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 144922 members 
Entering Unmasked Estep 
Score: -16595794.000000 Penalty: 3897.504639
	Iteration 10F: 3 clusters Score -1.659579e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 153470 members 
Entering Unmasked Estep 
Score: -16603162.000000 Penalty: 3897.504639
	Iteration 11F: 3 clusters Score -1.660316e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 158196 members 
Entering Unmasked Estep 
Score: -16606776.000000 Penalty: 3897.504639
	Iteration 12Q: 3 clusters Score -1.660678e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 160155 members 
Entering Unmasked Estep 
Score: -16608134.000000 Penalty: 3897.504639
	Iteration 13Q: 3 clusters Score -1.660813e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 160870 members 
Entering Unmasked Estep 
Score: -16608600.000000 Penalty: 3897.504639
	Iteration 14Q: 3 clusters Score -1.66086e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 161107 members 
Entering Unmasked Estep 
Score: -16608760.000000 Penalty: 3897.504639
	Iteration 15Q: 3 clusters Score -1.660876e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 161191 members 
Entering Unmasked Estep 
Score: -16608839.000000 Penalty: 3897.504639
	Iteration 16Q: 3 clusters Score -1.660884e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 161223 members 
Entering Unmasked Estep 
Score: -16608893.000000 Penalty: 3897.504639
	Iteration 17Q: 3 clusters Score -1.660889e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 161239 members 
Entering Unmasked Estep 
Score: -16608917.000000 Penalty: 3897.504639
	Iteration 18Q: 3 clusters Score -1.660892e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 161256 members 
Entering Unmasked Estep 
Score: -16608958.000000 Penalty: 3897.504639
	Iteration 19Q: 3 clusters Score -1.660896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 161267 members 
Entering Unmasked Estep 
Score: -16608962.000000 Penalty: 3897.504639
	Iteration 20F: 3 clusters Score -1.660896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 161271 members 
Entering Unmasked Estep 
Score: -16608972.000000 Penalty: 3897.504639
	Iteration 21Q: 3 clusters Score -1.660897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 161274 members 
Entering Unmasked Estep 
Score: -16608978.000000 Penalty: 3897.504639
	Iteration 22Q: 3 clusters Score -1.660898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 161278 members 
Entering Unmasked Estep 
Score: -16608988.000000 Penalty: 3897.504639
	Iteration 23Q: 3 clusters Score -1.660899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 161281 members 
Entering Unmasked Estep 
Score: -16608989.000000 Penalty: 3897.504639
	Iteration 24Q: 3 clusters Score -1.660899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 161284 members 
Entering Unmasked Estep 
Score: -16608993.000000 Penalty: 3897.504639
	Iteration 25Q: 3 clusters Score -1.660899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 161283 members 
Entering Unmasked Estep 
Score: -16608997.000000 Penalty: 3897.504639
	Iteration 26Q: 3 clusters Score -1.6609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 161285 members 
Entering Unmasked Estep 
Score: -16609002.000000 Penalty: 3897.504639
	Iteration 27Q: 3 clusters Score -1.6609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 161285 members 
Entering Unmasked Estep 
Score: -16608999.000000 Penalty: 3897.504639
	Iteration 28Q: 3 clusters Score -1.6609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 161286 members 
Entering Unmasked Estep 
Score: -16609008.000000 Penalty: 3897.504639
	Iteration 29Q: 3 clusters Score -1.660901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 161288 members 
Entering Unmasked Estep 
Score: -16609010.000000 Penalty: 3897.504639
	Iteration 30Q: 3 clusters Score -1.660901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 161289 members 
Entering Unmasked Estep 
Score: -16609014.000000 Penalty: 3897.504639
	Iteration 31Q: 3 clusters Score -1.660901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 161288 members 
Entering Unmasked Estep 
Score: -16609015.000000 Penalty: 3897.504639
	Iteration 32Q: 3 clusters Score -1.660902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 161290 members 
Entering Unmasked Estep 
Score: -16609010.000000 Penalty: 3897.504639
	Iteration 33Q: 3 clusters Score -1.660901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 161291 members 
Entering Unmasked Estep 
Score: -16609026.000000 Penalty: 3897.504639
	Iteration 34Q: 3 clusters Score -1.660903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 161290 members 
Entering Unmasked Estep 
Score: -16609024.000000 Penalty: 3897.504639
	Iteration 35Q: 3 clusters Score -1.660902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 161290 members 
Entering Unmasked Estep 
Score: -16609024.000000 Penalty: 3897.504639
	Iteration 36F: 3 clusters Score -1.660902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Entering Unmasked Estep 
Score: -240618.890625 Penalty: 1251.150757
	Iteration 0F: 2 clusters Score -240618.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -238384.234375 Penalty: 2502.301514
	Iteration 0F: 3 clusters Score -238384.2 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -238883.734375 Penalty: 2502.301514
	Iteration 1F: 3 clusters Score -238883.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -238993.468750 Penalty: 2502.301514
	Iteration 2F: 3 clusters Score -238993.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -239055.765625 Penalty: 2502.301514
	Iteration 3Q: 3 clusters Score -239055.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -239097.515625 Penalty: 2502.301514
	Iteration 4Q: 3 clusters Score -239097.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -239126.859375 Penalty: 2502.301514
	Iteration 5Q: 3 clusters Score -239126.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -239146.671875 Penalty: 2502.301514
	Iteration 6Q: 3 clusters Score -239146.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -239163.421875 Penalty: 2502.301514
	Iteration 7Q: 3 clusters Score -239163.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -239175.218750 Penalty: 2502.301514
	Iteration 8Q: 3 clusters Score -239175.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -239184.125000 Penalty: 2502.301514
	Iteration 9Q: 3 clusters Score -239184.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -239191.296875 Penalty: 2502.301514
	Iteration 10Q: 3 clusters Score -239191.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -239196.906250 Penalty: 2502.301514
	Iteration 11Q: 3 clusters Score -239196.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -239207.625000 Penalty: 2502.301514
	Iteration 12Q: 3 clusters Score -239207.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -239225.203125 Penalty: 2502.301514
	Iteration 13Q: 3 clusters Score -239225.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -239237.328125 Penalty: 2502.301514
	Iteration 14Q: 3 clusters Score -239237.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -239250.468750 Penalty: 2502.301514
	Iteration 15Q: 3 clusters Score -239250.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -239258.406250 Penalty: 2502.301514
	Iteration 16Q: 3 clusters Score -239258.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -239261.968750 Penalty: 2502.301514
	Iteration 17Q: 3 clusters Score -239262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -239269.109375 Penalty: 2502.301514
	Iteration 18Q: 3 clusters Score -239269.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -239274.437500 Penalty: 2502.301514
	Iteration 19Q: 3 clusters Score -239274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -239276.828125 Penalty: 2502.301514
	Iteration 20F: 3 clusters Score -239276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -239278.156250 Penalty: 2502.301514
	Iteration 21Q: 3 clusters Score -239278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -239279.093750 Penalty: 2502.301514
	Iteration 22Q: 3 clusters Score -239279.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -239279.812500 Penalty: 2502.301514
	Iteration 23Q: 3 clusters Score -239279.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -239279.890625 Penalty: 2502.301514
	Iteration 24Q: 3 clusters Score -239279.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -239279.890625 Penalty: 2502.301514
	Iteration 25F: 3 clusters Score -239279.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (143458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143458 members 
Entering Unmasked Estep 
Score: -14580241.000000 Penalty: 1929.492065
	Iteration 0F: 2 clusters Score -1.458024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71572 members 
Mstep: Class 2 contains 71886 members 
Entering Unmasked Estep 
Score: -14484995.000000 Penalty: 3858.984131
	Iteration 0F: 3 clusters Score -1.4485e+07 nChanged 68992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68924 members 
Mstep: Class 2 contains 74534 members 
Entering Unmasked Estep 
Score: -14524536.000000 Penalty: 3858.984131
	Iteration 1F: 3 clusters Score -1.452454e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67135 members 
Mstep: Class 2 contains 76323 members 
Entering Unmasked Estep 
Score: -14525581.000000 Penalty: 3858.984131
	Iteration 2Q: 3 clusters Score -1.452558e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64471 members 
Mstep: Class 2 contains 78987 members 
Entering Unmasked Estep 
Score: -14526937.000000 Penalty: 3858.984131
	Iteration 3Q: 3 clusters Score -1.452694e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60372 members 
Mstep: Class 2 contains 83086 members 
Entering Unmasked Estep 
Score: -14528927.000000 Penalty: 3858.984131
	Iteration 4Q: 3 clusters Score -1.452893e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 89231 members 
Entering Unmasked Estep 
Score: -14532447.000000 Penalty: 3858.984131
	Iteration 5Q: 3 clusters Score -1.453245e+07 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 97862 members 
Entering Unmasked Estep 
Score: -14538111.000000 Penalty: 3858.984131
	Iteration 6F: 3 clusters Score -1.453811e+07 nChanged 11278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 108882 members 
Entering Unmasked Estep 
Score: -14546855.000000 Penalty: 3858.984131
	Iteration 7F: 3 clusters Score -1.454686e+07 nChanged 11805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 120629 members 
Entering Unmasked Estep 
Score: -14557424.000000 Penalty: 3858.984131
	Iteration 8F: 3 clusters Score -1.455742e+07 nChanged 10304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 130921 members 
Entering Unmasked Estep 
Score: -14567096.000000 Penalty: 3858.984131
	Iteration 9F: 3 clusters Score -1.45671e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 137843 members 
Entering Unmasked Estep 
Score: -14573729.000000 Penalty: 3858.984131
	Iteration 10Q: 3 clusters Score -1.457373e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 141343 members 
Entering Unmasked Estep 
Score: -14576795.000000 Penalty: 3858.984131
	Iteration 11Q: 3 clusters Score -1.45768e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 142661 members 
Entering Unmasked Estep 
Score: -14577867.000000 Penalty: 3858.984131
	Iteration 12Q: 3 clusters Score -1.457787e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 143052 members 
Entering Unmasked Estep 
Score: -14578189.000000 Penalty: 3858.984131
	Iteration 13Q: 3 clusters Score -1.457819e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 143184 members 
Entering Unmasked Estep 
Score: -14578309.000000 Penalty: 3858.984131
	Iteration 14Q: 3 clusters Score -1.457831e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 143231 members 
Entering Unmasked Estep 
Score: -14578362.000000 Penalty: 3858.984131
	Iteration 15Q: 3 clusters Score -1.457836e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 143253 members 
Entering Unmasked Estep 
Score: -14578401.000000 Penalty: 3858.984131
	Iteration 16Q: 3 clusters Score -1.45784e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 143263 members 
Entering Unmasked Estep 
Score: -14578422.000000 Penalty: 3858.984131
	Iteration 17Q: 3 clusters Score -1.457842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 143265 members 
Entering Unmasked Estep 
Score: -14578427.000000 Penalty: 3858.984131
	Iteration 18Q: 3 clusters Score -1.457843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 143269 members 
Entering Unmasked Estep 
Score: -14578441.000000 Penalty: 3858.984131
	Iteration 19Q: 3 clusters Score -1.457844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 143267 members 
Entering Unmasked Estep 
Score: -14578454.000000 Penalty: 3858.984131
	Iteration 20F: 3 clusters Score -1.457845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 143263 members 
Entering Unmasked Estep 
Score: -14578458.000000 Penalty: 3858.984131
	Iteration 21Q: 3 clusters Score -1.457846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 143264 members 
Entering Unmasked Estep 
Score: -14578476.000000 Penalty: 3858.984131
	Iteration 22Q: 3 clusters Score -1.457848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 143264 members 
Entering Unmasked Estep 
Score: -14578488.000000 Penalty: 3858.984131
	Iteration 23Q: 3 clusters Score -1.457849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 143265 members 
Entering Unmasked Estep 
Score: -14578482.000000 Penalty: 3858.984131
	Iteration 24Q: 3 clusters Score -1.457848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 143266 members 
Entering Unmasked Estep 
Score: -14578478.000000 Penalty: 3858.984131
	Iteration 25Q: 3 clusters Score -1.457848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 143266 members 
Entering Unmasked Estep 
Score: -14578478.000000 Penalty: 3858.984131
	Iteration 26F: 3 clusters Score -1.457848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 2949 members 
Mstep: Class 4 contains 157053 members 
Mstep: Class 5 contains 7672 members 
Mstep: Class 8 contains 3730 members 
Mstep: Class 9 contains 136807 members 
Mstep: Class 11 contains 134943 members 
Mstep: Class 12 contains 69954 members 
Mstep: Class 14 contains 162392 members 
Mstep: Class 15 contains 167528 members 
Mstep: Class 16 contains 14637 members 
Mstep: Class 17 contains 8004 members 
Mstep: Class 19 contains 81623 members 
Mstep: Class 20 contains 161510 members 
Mstep: Class 21 contains 2207 members 
Mstep: Class 22 contains 143458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127952464.000000 Penalty: 38861.996094
Iteration 359Q: 18 clusters Score -1.279525e+08 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 2682 members 
Mstep: Class 3 contains 2943 members 
Mstep: Class 4 contains 157204 members 
Mstep: Class 5 contains 7695 members 
Mstep: Class 8 contains 3735 members 
Mstep: Class 9 contains 137267 members 
Mstep: Class 11 contains 135016 members 
Mstep: Class 12 contains 68689 members 
Mstep: Class 14 contains 162384 members 
Mstep: Class 15 contains 167505 members 
Mstep: Class 16 contains 14676 members 
Mstep: Class 17 contains 8189 members 
Mstep: Class 19 contains 81958 members 
Mstep: Class 20 contains 161599 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 143675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127953080.000000 Penalty: 38861.996094
Iteration 360F: 18 clusters Score -1.279531e+08 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 2642 members 
Mstep: Class 3 contains 2938 members 
Mstep: Class 4 contains 157316 members 
Mstep: Class 5 contains 7709 members 
Mstep: Class 8 contains 3738 members 
Mstep: Class 9 contains 137813 members 
Mstep: Class 11 contains 135079 members 
Mstep: Class 12 contains 67397 members 
Mstep: Class 14 contains 162384 members 
Mstep: Class 15 contains 167421 members 
Mstep: Class 16 contains 14722 members 
Mstep: Class 17 contains 8373 members 
Mstep: Class 19 contains 82315 members 
Mstep: Class 20 contains 161679 members 
Mstep: Class 21 contains 2213 members 
Mstep: Class 22 contains 143928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127953664.000000 Penalty: 38861.996094
Iteration 361Q: 18 clusters Score -1.279537e+08 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 3 contains 2935 members 
Mstep: Class 4 contains 157469 members 
Mstep: Class 5 contains 7717 members 
Mstep: Class 8 contains 3743 members 
Mstep: Class 9 contains 138347 members 
Mstep: Class 11 contains 135147 members 
Mstep: Class 12 contains 66081 members 
Mstep: Class 14 contains 162435 members 
Mstep: Class 15 contains 167292 members 
Mstep: Class 16 contains 14760 members 
Mstep: Class 17 contains 8542 members 
Mstep: Class 19 contains 82663 members 
Mstep: Class 20 contains 161751 members 
Mstep: Class 21 contains 2217 members 
Mstep: Class 22 contains 144193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127954136.000000 Penalty: 38861.996094
Iteration 362Q: 18 clusters Score -1.279541e+08 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157624 members 
Mstep: Class 5 contains 7738 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 138911 members 
Mstep: Class 11 contains 135215 members 
Mstep: Class 12 contains 64765 members 
Mstep: Class 14 contains 162444 members 
Mstep: Class 15 contains 167172 members 
Mstep: Class 16 contains 14807 members 
Mstep: Class 17 contains 8698 members 
Mstep: Class 19 contains 82988 members 
Mstep: Class 20 contains 161837 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 144474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127954608.000000 Penalty: 38861.996094
Iteration 363Q: 18 clusters Score -1.279546e+08 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 2502 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157784 members 
Mstep: Class 5 contains 7753 members 
Mstep: Class 8 contains 3753 members 
Mstep: Class 9 contains 139495 members 
Mstep: Class 11 contains 135280 members 
Mstep: Class 12 contains 63452 members 
Mstep: Class 14 contains 162456 members 
Mstep: Class 15 contains 167084 members 
Mstep: Class 16 contains 14851 members 
Mstep: Class 17 contains 8819 members 
Mstep: Class 19 contains 83327 members 
Mstep: Class 20 contains 161927 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 144715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127955320.000000 Penalty: 38861.996094
Iteration 364Q: 18 clusters Score -1.279553e+08 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 2946 members 
Mstep: Class 4 contains 157947 members 
Mstep: Class 5 contains 7760 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 140114 members 
Mstep: Class 11 contains 135315 members 
Mstep: Class 12 contains 62219 members 
Mstep: Class 14 contains 162447 members 
Mstep: Class 15 contains 166993 members 
Mstep: Class 16 contains 14902 members 
Mstep: Class 17 contains 8925 members 
Mstep: Class 19 contains 83647 members 
Mstep: Class 20 contains 161988 members 
Mstep: Class 21 contains 2232 members 
Mstep: Class 22 contains 144928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127955816.000000 Penalty: 38861.996094
Iteration 365Q: 18 clusters Score -1.279558e+08 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 2379 members 
Mstep: Class 3 contains 2945 members 
Mstep: Class 4 contains 158069 members 
Mstep: Class 5 contains 7770 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 140777 members 
Mstep: Class 11 contains 135379 members 
Mstep: Class 12 contains 61079 members 
Mstep: Class 14 contains 162409 members 
Mstep: Class 15 contains 166883 members 
Mstep: Class 16 contains 14936 members 
Mstep: Class 17 contains 9011 members 
Mstep: Class 19 contains 83931 members 
Mstep: Class 20 contains 162029 members 
Mstep: Class 21 contains 2242 members 
Mstep: Class 22 contains 145136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127955896.000000 Penalty: 38861.996094
Iteration 366Q: 18 clusters Score -1.279559e+08 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 2309 members 
Mstep: Class 3 contains 2948 members 
Mstep: Class 4 contains 158194 members 
Mstep: Class 5 contains 7771 members 
Mstep: Class 8 contains 3767 members 
Mstep: Class 9 contains 141476 members 
Mstep: Class 11 contains 135441 members 
Mstep: Class 12 contains 59967 members 
Mstep: Class 14 contains 162404 members 
Mstep: Class 15 contains 166704 members 
Mstep: Class 16 contains 14971 members 
Mstep: Class 17 contains 9086 members 
Mstep: Class 19 contains 84213 members 
Mstep: Class 20 contains 162061 members 
Mstep: Class 21 contains 2251 members 
Mstep: Class 22 contains 145343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127956432.000000 Penalty: 38861.996094
Iteration 367Q: 18 clusters Score -1.279564e+08 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 2230 members 
Mstep: Class 3 contains 2946 members 
Mstep: Class 4 contains 158297 members 
Mstep: Class 5 contains 7775 members 
Mstep: Class 8 contains 3773 members 
Mstep: Class 9 contains 142241 members 
Mstep: Class 11 contains 135496 members 
Mstep: Class 12 contains 59039 members 
Mstep: Class 14 contains 162339 members 
Mstep: Class 15 contains 166544 members 
Mstep: Class 16 contains 15014 members 
Mstep: Class 17 contains 9109 members 
Mstep: Class 19 contains 84399 members 
Mstep: Class 20 contains 162075 members 
Mstep: Class 21 contains 2259 members 
Mstep: Class 22 contains 145522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127956872.000000 Penalty: 38861.996094
Iteration 368Q: 18 clusters Score -1.279569e+08 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 2155 members 
Mstep: Class 3 contains 2949 members 
Mstep: Class 4 contains 158396 members 
Mstep: Class 5 contains 7776 members 
Mstep: Class 8 contains 3784 members 
Mstep: Class 9 contains 143022 members 
Mstep: Class 11 contains 135537 members 
Mstep: Class 12 contains 58196 members 
Mstep: Class 14 contains 162252 members 
Mstep: Class 15 contains 166386 members 
Mstep: Class 16 contains 15042 members 
Mstep: Class 17 contains 9112 members 
Mstep: Class 19 contains 84553 members 
Mstep: Class 20 contains 162088 members 
Mstep: Class 21 contains 2258 members 
Mstep: Class 22 contains 145677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127957424.000000 Penalty: 38861.996094
Iteration 369Q: 18 clusters Score -1.279574e+08 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 2073 members 
Mstep: Class 3 contains 2949 members 
Mstep: Class 4 contains 158500 members 
Mstep: Class 5 contains 7777 members 
Mstep: Class 8 contains 3796 members 
Mstep: Class 9 contains 143721 members 
Mstep: Class 11 contains 135614 members 
Mstep: Class 12 contains 57483 members 
Mstep: Class 14 contains 162190 members 
Mstep: Class 15 contains 166195 members 
Mstep: Class 16 contains 15055 members 
Mstep: Class 17 contains 9094 members 
Mstep: Class 19 contains 84656 members 
Mstep: Class 20 contains 162075 members 
Mstep: Class 21 contains 2257 members 
Mstep: Class 22 contains 145868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127957800.000000 Penalty: 38861.996094
Iteration 370Q: 18 clusters Score -1.279578e+08 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 2004 members 
Mstep: Class 3 contains 2948 members 
Mstep: Class 4 contains 158559 members 
Mstep: Class 5 contains 7775 members 
Mstep: Class 8 contains 3803 members 
Mstep: Class 9 contains 144451 members 
Mstep: Class 11 contains 135668 members 
Mstep: Class 12 contains 56894 members 
Mstep: Class 14 contains 162102 members 
Mstep: Class 15 contains 165991 members 
Mstep: Class 16 contains 15049 members 
Mstep: Class 17 contains 9086 members 
Mstep: Class 19 contains 84743 members 
Mstep: Class 20 contains 162068 members 
Mstep: Class 21 contains 2259 members 
Mstep: Class 22 contains 146025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958240.000000 Penalty: 38861.996094
Iteration 371Q: 18 clusters Score -1.279582e+08 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 1939 members 
Mstep: Class 3 contains 2943 members 
Mstep: Class 4 contains 158582 members 
Mstep: Class 5 contains 7774 members 
Mstep: Class 8 contains 3808 members 
Mstep: Class 9 contains 145228 members 
Mstep: Class 11 contains 135718 members 
Mstep: Class 12 contains 56328 members 
Mstep: Class 14 contains 162049 members 
Mstep: Class 15 contains 165773 members 
Mstep: Class 16 contains 15062 members 
Mstep: Class 17 contains 9061 members 
Mstep: Class 19 contains 84781 members 
Mstep: Class 20 contains 162066 members 
Mstep: Class 21 contains 2256 members 
Mstep: Class 22 contains 146178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958296.000000 Penalty: 38861.996094
Iteration 372Q: 18 clusters Score -1.279583e+08 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 1887 members 
Mstep: Class 3 contains 2942 members 
Mstep: Class 4 contains 158596 members 
Mstep: Class 5 contains 7765 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 145964 members 
Mstep: Class 11 contains 135753 members 
Mstep: Class 12 contains 55854 members 
Mstep: Class 14 contains 162040 members 
Mstep: Class 15 contains 165533 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 9029 members 
Mstep: Class 19 contains 84780 members 
Mstep: Class 20 contains 162029 members 
Mstep: Class 21 contains 2259 members 
Mstep: Class 22 contains 146319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958504.000000 Penalty: 38861.996094
Iteration 373Q: 18 clusters Score -1.279585e+08 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 1844 members 
Mstep: Class 3 contains 2941 members 
Mstep: Class 4 contains 158614 members 
Mstep: Class 5 contains 7762 members 
Mstep: Class 8 contains 3828 members 
Mstep: Class 9 contains 146645 members 
Mstep: Class 11 contains 135776 members 
Mstep: Class 12 contains 55441 members 
Mstep: Class 14 contains 162044 members 
Mstep: Class 15 contains 165357 members 
Mstep: Class 16 contains 15068 members 
Mstep: Class 17 contains 8989 members 
Mstep: Class 19 contains 84745 members 
Mstep: Class 20 contains 161991 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 146428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958512.000000 Penalty: 38861.996094
Iteration 374Q: 18 clusters Score -1.279585e+08 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 1810 members 
Mstep: Class 3 contains 2945 members 
Mstep: Class 4 contains 158632 members 
Mstep: Class 5 contains 7745 members 
Mstep: Class 8 contains 3837 members 
Mstep: Class 9 contains 147337 members 
Mstep: Class 11 contains 135811 members 
Mstep: Class 12 contains 55068 members 
Mstep: Class 14 contains 162026 members 
Mstep: Class 15 contains 165177 members 
Mstep: Class 16 contains 15059 members 
Mstep: Class 17 contains 8954 members 
Mstep: Class 19 contains 84674 members 
Mstep: Class 20 contains 161944 members 
Mstep: Class 21 contains 2263 members 
Mstep: Class 22 contains 146524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958568.000000 Penalty: 38861.996094
Iteration 375Q: 18 clusters Score -1.279586e+08 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 1775 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 158633 members 
Mstep: Class 5 contains 7738 members 
Mstep: Class 8 contains 3847 members 
Mstep: Class 9 contains 148011 members 
Mstep: Class 11 contains 135846 members 
Mstep: Class 12 contains 54700 members 
Mstep: Class 14 contains 162073 members 
Mstep: Class 15 contains 164968 members 
Mstep: Class 16 contains 15051 members 
Mstep: Class 17 contains 8913 members 
Mstep: Class 19 contains 84580 members 
Mstep: Class 20 contains 161922 members 
Mstep: Class 21 contains 2263 members 
Mstep: Class 22 contains 146617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958656.000000 Penalty: 38861.996094
Iteration 376Q: 18 clusters Score -1.279587e+08 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 158636 members 
Mstep: Class 5 contains 7731 members 
Mstep: Class 8 contains 3851 members 
Mstep: Class 9 contains 148630 members 
Mstep: Class 11 contains 135872 members 
Mstep: Class 12 contains 54424 members 
Mstep: Class 14 contains 162086 members 
Mstep: Class 15 contains 164750 members 
Mstep: Class 16 contains 15055 members 
Mstep: Class 17 contains 8875 members 
Mstep: Class 19 contains 84487 members 
Mstep: Class 20 contains 161897 members 
Mstep: Class 21 contains 2268 members 
Mstep: Class 22 contains 146696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958632.000000 Penalty: 38861.996094
Iteration 377Q: 18 clusters Score -1.279586e+08 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 1721 members 
Mstep: Class 3 contains 2941 members 
Mstep: Class 4 contains 158620 members 
Mstep: Class 5 contains 7722 members 
Mstep: Class 8 contains 3852 members 
Mstep: Class 9 contains 149148 members 
Mstep: Class 11 contains 135884 members 
Mstep: Class 12 contains 54180 members 
Mstep: Class 14 contains 162135 members 
Mstep: Class 15 contains 164560 members 
Mstep: Class 16 contains 15063 members 
Mstep: Class 17 contains 8844 members 
Mstep: Class 19 contains 84403 members 
Mstep: Class 20 contains 161863 members 
Mstep: Class 21 contains 2268 members 
Mstep: Class 22 contains 146806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958864.000000 Penalty: 38861.996094
Iteration 378Q: 18 clusters Score -1.279589e+08 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 1694 members 
Mstep: Class 3 contains 2940 members 
Mstep: Class 4 contains 158594 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 8 contains 3853 members 
Mstep: Class 9 contains 149648 members 
Mstep: Class 11 contains 135886 members 
Mstep: Class 12 contains 53966 members 
Mstep: Class 14 contains 162157 members 
Mstep: Class 15 contains 164381 members 
Mstep: Class 16 contains 15068 members 
Mstep: Class 17 contains 8808 members 
Mstep: Class 19 contains 84330 members 
Mstep: Class 20 contains 161863 members 
Mstep: Class 21 contains 2269 members 
Mstep: Class 22 contains 146901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958856.000000 Penalty: 38861.996094
Iteration 379Q: 18 clusters Score -1.279589e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 1673 members 
Mstep: Class 3 contains 2942 members 
Mstep: Class 4 contains 158569 members 
Mstep: Class 5 contains 7715 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 150086 members 
Mstep: Class 11 contains 135887 members 
Mstep: Class 12 contains 53802 members 
Mstep: Class 14 contains 162164 members 
Mstep: Class 15 contains 164249 members 
Mstep: Class 16 contains 15065 members 
Mstep: Class 17 contains 8770 members 
Mstep: Class 19 contains 84228 members 
Mstep: Class 20 contains 161887 members 
Mstep: Class 21 contains 2269 members 
Mstep: Class 22 contains 146976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958976.000000 Penalty: 38861.996094
Iteration 380F: 18 clusters Score -1.27959e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 1644 members 
Mstep: Class 3 contains 2945 members 
Mstep: Class 4 contains 158558 members 
Mstep: Class 5 contains 7713 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 150465 members 
Mstep: Class 11 contains 135886 members 
Mstep: Class 12 contains 53673 members 
Mstep: Class 14 contains 162177 members 
Mstep: Class 15 contains 164153 members 
Mstep: Class 16 contains 15079 members 
Mstep: Class 17 contains 8743 members 
Mstep: Class 19 contains 84118 members 
Mstep: Class 20 contains 161878 members 
Mstep: Class 21 contains 2270 members 
Mstep: Class 22 contains 147029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959136.000000 Penalty: 38861.996094
Iteration 381Q: 18 clusters Score -1.279591e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 1624 members 
Mstep: Class 3 contains 2945 members 
Mstep: Class 4 contains 158553 members 
Mstep: Class 5 contains 7710 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 150804 members 
Mstep: Class 11 contains 135912 members 
Mstep: Class 12 contains 53548 members 
Mstep: Class 14 contains 162191 members 
Mstep: Class 15 contains 164071 members 
Mstep: Class 16 contains 15092 members 
Mstep: Class 17 contains 8707 members 
Mstep: Class 19 contains 84000 members 
Mstep: Class 20 contains 161882 members 
Mstep: Class 21 contains 2269 members 
Mstep: Class 22 contains 147075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959088.000000 Penalty: 38861.996094
Iteration 382Q: 18 clusters Score -1.279591e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 1595 members 
Mstep: Class 3 contains 2946 members 
Mstep: Class 4 contains 158534 members 
Mstep: Class 5 contains 7708 members 
Mstep: Class 8 contains 3853 members 
Mstep: Class 9 contains 151090 members 
Mstep: Class 11 contains 135938 members 
Mstep: Class 12 contains 53432 members 
Mstep: Class 14 contains 162207 members 
Mstep: Class 15 contains 164032 members 
Mstep: Class 16 contains 15101 members 
Mstep: Class 17 contains 8667 members 
Mstep: Class 19 contains 83890 members 
Mstep: Class 20 contains 161882 members 
Mstep: Class 21 contains 2269 members 
Mstep: Class 22 contains 147140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2274.535889 but Gain 2286.000000
Score: -127958896.000000 Penalty: 36575.996094
Iteration 383Q: 17 clusters Score -1.279589e+08 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 3 contains 2949 members 
Mstep: Class 4 contains 158679 members 
Mstep: Class 5 contains 7701 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 151630 members 
Mstep: Class 11 contains 136086 members 
Mstep: Class 12 contains 53850 members 
Mstep: Class 14 contains 162220 members 
Mstep: Class 15 contains 164139 members 
Mstep: Class 16 contains 15120 members 
Mstep: Class 17 contains 8638 members 
Mstep: Class 19 contains 83804 members 
Mstep: Class 20 contains 162032 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 147340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960736.000000 Penalty: 36575.996094
Iteration 384Q: 17 clusters Score -1.279607e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 3 contains 2942 members 
Mstep: Class 4 contains 158620 members 
Mstep: Class 5 contains 7698 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 151788 members 
Mstep: Class 11 contains 136082 members 
Mstep: Class 12 contains 53953 members 
Mstep: Class 14 contains 162323 members 
Mstep: Class 15 contains 164046 members 
Mstep: Class 16 contains 15110 members 
Mstep: Class 17 contains 8601 members 
Mstep: Class 19 contains 83714 members 
Mstep: Class 20 contains 162001 members 
Mstep: Class 21 contains 2279 members 
Mstep: Class 22 contains 147346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960888.000000 Penalty: 36575.996094
Iteration 385Q: 17 clusters Score -1.279609e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 3 contains 2935 members 
Mstep: Class 4 contains 158563 members 
Mstep: Class 5 contains 7690 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 151929 members 
Mstep: Class 11 contains 136084 members 
Mstep: Class 12 contains 53999 members 
Mstep: Class 14 contains 162390 members 
Mstep: Class 15 contains 164029 members 
Mstep: Class 16 contains 15109 members 
Mstep: Class 17 contains 8571 members 
Mstep: Class 19 contains 83623 members 
Mstep: Class 20 contains 161974 members 
Mstep: Class 21 contains 2284 members 
Mstep: Class 22 contains 147349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960824.000000 Penalty: 36575.996094
Iteration 386Q: 17 clusters Score -1.279608e+08 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 3 contains 2929 members 
Mstep: Class 4 contains 158522 members 
Mstep: Class 5 contains 7686 members 
Mstep: Class 8 contains 3858 members 
Mstep: Class 9 contains 152048 members 
Mstep: Class 11 contains 136101 members 
Mstep: Class 12 contains 54009 members 
Mstep: Class 14 contains 162447 members 
Mstep: Class 15 contains 164084 members 
Mstep: Class 16 contains 15099 members 
Mstep: Class 17 contains 8530 members 
Mstep: Class 19 contains 83518 members 
Mstep: Class 20 contains 161944 members 
Mstep: Class 21 contains 2278 members 
Mstep: Class 22 contains 147355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960552.000000 Penalty: 36575.996094
Iteration 387Q: 17 clusters Score -1.279606e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 3 contains 2925 members 
Mstep: Class 4 contains 158473 members 
Mstep: Class 5 contains 7685 members 
Mstep: Class 8 contains 3858 members 
Mstep: Class 9 contains 152160 members 
Mstep: Class 11 contains 136118 members 
Mstep: Class 12 contains 54030 members 
Mstep: Class 14 contains 162506 members 
Mstep: Class 15 contains 164156 members 
Mstep: Class 16 contains 15093 members 
Mstep: Class 17 contains 8492 members 
Mstep: Class 19 contains 83409 members 
Mstep: Class 20 contains 161891 members 
Mstep: Class 21 contains 2284 members 
Mstep: Class 22 contains 147362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960536.000000 Penalty: 36575.996094
Iteration 388Q: 17 clusters Score -1.279605e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 3 contains 2923 members 
Mstep: Class 4 contains 158447 members 
Mstep: Class 5 contains 7683 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 152213 members 
Mstep: Class 11 contains 136141 members 
Mstep: Class 12 contains 54051 members 
Mstep: Class 14 contains 162552 members 
Mstep: Class 15 contains 164264 members 
Mstep: Class 16 contains 15086 members 
Mstep: Class 17 contains 8460 members 
Mstep: Class 19 contains 83315 members 
Mstep: Class 20 contains 161844 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 147363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960432.000000 Penalty: 36575.996094
Iteration 389Q: 17 clusters Score -1.279604e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 3 contains 2921 members 
Mstep: Class 4 contains 158425 members 
Mstep: Class 5 contains 7679 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152261 members 
Mstep: Class 11 contains 136144 members 
Mstep: Class 12 contains 54064 members 
Mstep: Class 14 contains 162571 members 
Mstep: Class 15 contains 164385 members 
Mstep: Class 16 contains 15082 members 
Mstep: Class 17 contains 8435 members 
Mstep: Class 19 contains 83246 members 
Mstep: Class 20 contains 161802 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 147362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960480.000000 Penalty: 36575.996094
Iteration 390Q: 17 clusters Score -1.279605e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 3 contains 2919 members 
Mstep: Class 4 contains 158422 members 
Mstep: Class 5 contains 7675 members 
Mstep: Class 8 contains 3859 members 
Mstep: Class 9 contains 152287 members 
Mstep: Class 11 contains 136160 members 
Mstep: Class 12 contains 54078 members 
Mstep: Class 14 contains 162582 members 
Mstep: Class 15 contains 164499 members 
Mstep: Class 16 contains 15079 members 
Mstep: Class 17 contains 8407 members 
Mstep: Class 19 contains 83191 members 
Mstep: Class 20 contains 161749 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 147359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960384.000000 Penalty: 36575.996094
Iteration 391Q: 17 clusters Score -1.279604e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 3 contains 2920 members 
Mstep: Class 4 contains 158402 members 
Mstep: Class 5 contains 7673 members 
Mstep: Class 8 contains 3860 members 
Mstep: Class 9 contains 152311 members 
Mstep: Class 11 contains 136169 members 
Mstep: Class 12 contains 54100 members 
Mstep: Class 14 contains 162569 members 
Mstep: Class 15 contains 164604 members 
Mstep: Class 16 contains 15074 members 
Mstep: Class 17 contains 8382 members 
Mstep: Class 19 contains 83177 members 
Mstep: Class 20 contains 161703 members 
Mstep: Class 21 contains 2303 members 
Mstep: Class 22 contains 147353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960544.000000 Penalty: 36575.996094
Iteration 392Q: 17 clusters Score -1.279605e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 3 contains 2921 members 
Mstep: Class 4 contains 158384 members 
Mstep: Class 5 contains 7671 members 
Mstep: Class 8 contains 3860 members 
Mstep: Class 9 contains 152340 members 
Mstep: Class 11 contains 136190 members 
Mstep: Class 12 contains 54110 members 
Mstep: Class 14 contains 162534 members 
Mstep: Class 15 contains 164731 members 
Mstep: Class 16 contains 15067 members 
Mstep: Class 17 contains 8363 members 
Mstep: Class 19 contains 83149 members 
Mstep: Class 20 contains 161663 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 147350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960464.000000 Penalty: 36575.996094
Iteration 393Q: 17 clusters Score -1.279605e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 3 contains 2922 members 
Mstep: Class 4 contains 158356 members 
Mstep: Class 5 contains 7669 members 
Mstep: Class 8 contains 3859 members 
Mstep: Class 9 contains 152352 members 
Mstep: Class 11 contains 136184 members 
Mstep: Class 12 contains 54111 members 
Mstep: Class 14 contains 162517 members 
Mstep: Class 15 contains 164839 members 
Mstep: Class 16 contains 15067 members 
Mstep: Class 17 contains 8347 members 
Mstep: Class 19 contains 83142 members 
Mstep: Class 20 contains 161645 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 147337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960496.000000 Penalty: 36575.996094
Iteration 394Q: 17 clusters Score -1.279605e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 3 contains 2923 members 
Mstep: Class 4 contains 158332 members 
Mstep: Class 5 contains 7661 members 
Mstep: Class 8 contains 3858 members 
Mstep: Class 9 contains 152386 members 
Mstep: Class 11 contains 136177 members 
Mstep: Class 12 contains 54122 members 
Mstep: Class 14 contains 162479 members 
Mstep: Class 15 contains 164918 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 8333 members 
Mstep: Class 19 contains 83143 members 
Mstep: Class 20 contains 161642 members 
Mstep: Class 21 contains 2309 members 
Mstep: Class 22 contains 147316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960264.000000 Penalty: 36575.996094
Iteration 395Q: 17 clusters Score -1.279603e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 3 contains 2926 members 
Mstep: Class 4 contains 158305 members 
Mstep: Class 5 contains 7657 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 152402 members 
Mstep: Class 11 contains 136167 members 
Mstep: Class 12 contains 54119 members 
Mstep: Class 14 contains 162455 members 
Mstep: Class 15 contains 165011 members 
Mstep: Class 16 contains 15070 members 
Mstep: Class 17 contains 8316 members 
Mstep: Class 19 contains 83155 members 
Mstep: Class 20 contains 161635 members 
Mstep: Class 21 contains 2304 members 
Mstep: Class 22 contains 147310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960344.000000 Penalty: 36575.996094
Iteration 396Q: 17 clusters Score -1.279603e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 3 contains 2927 members 
Mstep: Class 4 contains 158270 members 
Mstep: Class 5 contains 7650 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 152438 members 
Mstep: Class 11 contains 136162 members 
Mstep: Class 12 contains 54112 members 
Mstep: Class 14 contains 162452 members 
Mstep: Class 15 contains 165091 members 
Mstep: Class 16 contains 15062 members 
Mstep: Class 17 contains 8296 members 
Mstep: Class 19 contains 83169 members 
Mstep: Class 20 contains 161630 members 
Mstep: Class 21 contains 2302 members 
Mstep: Class 22 contains 147291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960288.000000 Penalty: 36575.996094
Iteration 397Q: 17 clusters Score -1.279603e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 3 contains 2928 members 
Mstep: Class 4 contains 158247 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 152468 members 
Mstep: Class 11 contains 136168 members 
Mstep: Class 12 contains 54111 members 
Mstep: Class 14 contains 162440 members 
Mstep: Class 15 contains 165175 members 
Mstep: Class 16 contains 15058 members 
Mstep: Class 17 contains 8276 members 
Mstep: Class 19 contains 83168 members 
Mstep: Class 20 contains 161613 members 
Mstep: Class 21 contains 2302 members 
Mstep: Class 22 contains 147270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960312.000000 Penalty: 36575.996094
Iteration 398Q: 17 clusters Score -1.279603e+08 nChanged 432
Entering ConstructFrom: 
Score: -127960312.000000 Penalty: 36575.996094
Entering ConstructFrom: 
Trying to split cluster 1 (26072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Entering Unmasked Estep 
Score: -2563584.750000 Penalty: 1652.400269
	Iteration 0F: 2 clusters Score -2563585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2545983.000000 Penalty: 3304.800537
	Iteration 0F: 3 clusters Score -2545983 nChanged 11928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2552782.000000 Penalty: 3304.800537
	Iteration 1F: 3 clusters Score -2552782 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2553406.500000 Penalty: 3304.800537
	Iteration 2F: 3 clusters Score -2553406 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2554127.250000 Penalty: 3304.800537
	Iteration 3F: 3 clusters Score -2554127 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2554984.750000 Penalty: 3304.800537
	Iteration 4F: 3 clusters Score -2554985 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2555926.250000 Penalty: 3304.800537
	Iteration 5F: 3 clusters Score -2555926 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2556838.250000 Penalty: 3304.800537
	Iteration 6F: 3 clusters Score -2556838 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2557701.750000 Penalty: 3304.800537
	Iteration 7F: 3 clusters Score -2557702 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2558364.500000 Penalty: 3304.800537
	Iteration 8Q: 3 clusters Score -2558364 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2558890.500000 Penalty: 3304.800537
	Iteration 9Q: 3 clusters Score -2558890 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2559229.250000 Penalty: 3304.800537
	Iteration 10Q: 3 clusters Score -2559229 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2559432.250000 Penalty: 3304.800537
	Iteration 11Q: 3 clusters Score -2559432 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2559612.500000 Penalty: 3304.800537
	Iteration 12Q: 3 clusters Score -2559612 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2559716.750000 Penalty: 3304.800537
	Iteration 13Q: 3 clusters Score -2559717 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2559840.000000 Penalty: 3304.800537
	Iteration 14Q: 3 clusters Score -2559840 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2559974.500000 Penalty: 3304.800537
	Iteration 15Q: 3 clusters Score -2559974 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2560125.250000 Penalty: 3304.800537
	Iteration 16Q: 3 clusters Score -2560125 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2560276.250000 Penalty: 3304.800537
	Iteration 17Q: 3 clusters Score -2560276 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2560453.250000 Penalty: 3304.800537
	Iteration 18Q: 3 clusters Score -2560453 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2560681.500000 Penalty: 3304.800537
	Iteration 19Q: 3 clusters Score -2560682 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2560919.000000 Penalty: 3304.800537
	Iteration 20F: 3 clusters Score -2560919 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2561112.000000 Penalty: 3304.800537
	Iteration 21Q: 3 clusters Score -2561112 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2561289.000000 Penalty: 3304.800537
	Iteration 22Q: 3 clusters Score -2561289 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2561409.000000 Penalty: 3304.800537
	Iteration 23Q: 3 clusters Score -2561409 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2561518.500000 Penalty: 3304.800537
	Iteration 24Q: 3 clusters Score -2561518 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2561617.750000 Penalty: 3304.800537
	Iteration 25Q: 3 clusters Score -2561618 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2561716.000000 Penalty: 3304.800537
	Iteration 26Q: 3 clusters Score -2561716 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2561817.250000 Penalty: 3304.800537
	Iteration 27Q: 3 clusters Score -2561817 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2561897.000000 Penalty: 3304.800537
	Iteration 28Q: 3 clusters Score -2561897 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2561966.000000 Penalty: 3304.800537
	Iteration 29Q: 3 clusters Score -2561966 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2562031.500000 Penalty: 3304.800537
	Iteration 30Q: 3 clusters Score -2562032 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2562074.500000 Penalty: 3304.800537
	Iteration 31Q: 3 clusters Score -2562074 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2562115.000000 Penalty: 3304.800537
	Iteration 32Q: 3 clusters Score -2562115 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2562152.750000 Penalty: 3304.800537
	Iteration 33Q: 3 clusters Score -2562153 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2562187.750000 Penalty: 3304.800537
	Iteration 34Q: 3 clusters Score -2562188 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2562218.750000 Penalty: 3304.800537
	Iteration 35Q: 3 clusters Score -2562219 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2562235.250000 Penalty: 3304.800537
	Iteration 36Q: 3 clusters Score -2562235 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2562257.500000 Penalty: 3304.800537
	Iteration 37Q: 3 clusters Score -2562258 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2562276.250000 Penalty: 3304.800537
	Iteration 38Q: 3 clusters Score -2562276 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2562291.000000 Penalty: 3304.800537
	Iteration 39Q: 3 clusters Score -2562291 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -2562304.750000 Penalty: 3304.800537
	Iteration 40F: 3 clusters Score -2562305 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2562315.750000 Penalty: 3304.800537
	Iteration 41Q: 3 clusters Score -2562316 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2562335.500000 Penalty: 3304.800537
	Iteration 42Q: 3 clusters Score -2562336 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -2562346.750000 Penalty: 3304.800537
	Iteration 43Q: 3 clusters Score -2562347 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2562353.250000 Penalty: 3304.800537
	Iteration 44Q: 3 clusters Score -2562353 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -2562370.250000 Penalty: 3304.800537
	Iteration 45Q: 3 clusters Score -2562370 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2562381.500000 Penalty: 3304.800537
	Iteration 46Q: 3 clusters Score -2562382 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -2562394.000000 Penalty: 3304.800537
	Iteration 47Q: 3 clusters Score -2562394 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2562410.500000 Penalty: 3304.800537
	Iteration 48Q: 3 clusters Score -2562410 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2562424.000000 Penalty: 3304.800537
	Iteration 49Q: 3 clusters Score -2562424 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2562433.500000 Penalty: 3304.800537
	Iteration 50Q: 3 clusters Score -2562434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2562431.500000 Penalty: 3304.800537
	Iteration 51Q: 3 clusters Score -2562432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2562434.500000 Penalty: 3304.800537
	Iteration 52Q: 3 clusters Score -2562434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2562433.000000 Penalty: 3304.800537
	Iteration 53Q: 3 clusters Score -2562433 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2562446.500000 Penalty: 3304.800537
	Iteration 54Q: 3 clusters Score -2562446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2562453.500000 Penalty: 3304.800537
	Iteration 55Q: 3 clusters Score -2562454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2562467.000000 Penalty: 3304.800537
	Iteration 56Q: 3 clusters Score -2562467 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2562458.750000 Penalty: 3304.800537
	Iteration 57Q: 3 clusters Score -2562459 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2562464.750000 Penalty: 3304.800537
	Iteration 58Q: 3 clusters Score -2562465 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -2562471.000000 Penalty: 3304.800537
	Iteration 59Q: 3 clusters Score -2562471 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -2562477.500000 Penalty: 3304.800537
	Iteration 60F: 3 clusters Score -2562478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2562486.500000 Penalty: 3304.800537
	Iteration 61Q: 3 clusters Score -2562486 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -2562486.250000 Penalty: 3304.800537
	Iteration 62Q: 3 clusters Score -2562486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -2562488.500000 Penalty: 3304.800537
	Iteration 63Q: 3 clusters Score -2562488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2562489.500000 Penalty: 3304.800537
	Iteration 64Q: 3 clusters Score -2562490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2562494.250000 Penalty: 3304.800537
	Iteration 65Q: 3 clusters Score -2562494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2562496.750000 Penalty: 3304.800537
	Iteration 66Q: 3 clusters Score -2562497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -2562500.000000 Penalty: 3304.800537
	Iteration 67Q: 3 clusters Score -2562500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -2562496.750000 Penalty: 3304.800537
	Iteration 68Q: 3 clusters Score -2562497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -2562494.750000 Penalty: 3304.800537
	Iteration 69Q: 3 clusters Score -2562495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -2562495.250000 Penalty: 3304.800537
	Iteration 70Q: 3 clusters Score -2562495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -2562500.750000 Penalty: 3304.800537
	Iteration 71Q: 3 clusters Score -2562501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2562502.000000 Penalty: 3304.800537
	Iteration 72Q: 3 clusters Score -2562502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -2562499.250000 Penalty: 3304.800537
	Iteration 73Q: 3 clusters Score -2562499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2562500.250000 Penalty: 3304.800537
	Iteration 74Q: 3 clusters Score -2562500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -2562495.500000 Penalty: 3304.800537
	Iteration 75Q: 3 clusters Score -2562496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2562498.250000 Penalty: 3304.800537
	Iteration 76Q: 3 clusters Score -2562498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2562499.500000 Penalty: 3304.800537
	Iteration 77Q: 3 clusters Score -2562500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -2562505.250000 Penalty: 3304.800537
	Iteration 78Q: 3 clusters Score -2562505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -2562505.750000 Penalty: 3304.800537
	Iteration 79Q: 3 clusters Score -2562506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2562504.000000 Penalty: 3304.800537
	Iteration 80F: 3 clusters Score -2562504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -2562504.500000 Penalty: 3304.800537
	Iteration 81Q: 3 clusters Score -2562504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -2562502.250000 Penalty: 3304.800537
	Iteration 82Q: 3 clusters Score -2562502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -2562505.250000 Penalty: 3304.800537
	Iteration 83Q: 3 clusters Score -2562505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -2562503.750000 Penalty: 3304.800537
	Iteration 84Q: 3 clusters Score -2562504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2562505.500000 Penalty: 3304.800537
	Iteration 85Q: 3 clusters Score -2562506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -2562501.500000 Penalty: 3304.800537
	Iteration 86Q: 3 clusters Score -2562502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -2562503.500000 Penalty: 3304.800537
	Iteration 87Q: 3 clusters Score -2562504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2562504.000000 Penalty: 3304.800537
	Iteration 88Q: 3 clusters Score -2562504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2562508.750000 Penalty: 3304.800537
	Iteration 89Q: 3 clusters Score -2562509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -2562510.500000 Penalty: 3304.800537
	Iteration 90Q: 3 clusters Score -2562510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -2562510.500000 Penalty: 3304.800537
	Iteration 91Q: 3 clusters Score -2562510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -2562507.000000 Penalty: 3304.800537
	Iteration 92Q: 3 clusters Score -2562507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2562504.750000 Penalty: 3304.800537
	Iteration 93Q: 3 clusters Score -2562505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -2562506.500000 Penalty: 3304.800537
	Iteration 94Q: 3 clusters Score -2562506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2562513.000000 Penalty: 3304.800537
	Iteration 95Q: 3 clusters Score -2562513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -2562511.250000 Penalty: 3304.800537
	Iteration 96Q: 3 clusters Score -2562511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -2562513.250000 Penalty: 3304.800537
	Iteration 97Q: 3 clusters Score -2562513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -2562512.250000 Penalty: 3304.800537
	Iteration 98Q: 3 clusters Score -2562512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2562512.500000 Penalty: 3304.800537
	Iteration 99Q: 3 clusters Score -2562512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -2562511.000000 Penalty: 3304.800537
	Iteration 100F: 3 clusters Score -2562511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2562511.000000 Penalty: 3304.800537
	Iteration 101Q: 3 clusters Score -2562511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2562510.250000 Penalty: 3304.800537
	Iteration 102Q: 3 clusters Score -2562510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2562515.750000 Penalty: 3304.800537
	Iteration 103Q: 3 clusters Score -2562516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2562514.500000 Penalty: 3304.800537
	Iteration 104Q: 3 clusters Score -2562514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -2562512.250000 Penalty: 3304.800537
	Iteration 105Q: 3 clusters Score -2562512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2562510.750000 Penalty: 3304.800537
	Iteration 106Q: 3 clusters Score -2562511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2562510.500000 Penalty: 3304.800537
	Iteration 107Q: 3 clusters Score -2562510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2562512.500000 Penalty: 3304.800537
	Iteration 108Q: 3 clusters Score -2562512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -2562513.750000 Penalty: 3304.800537
	Iteration 109Q: 3 clusters Score -2562514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2562514.000000 Penalty: 3304.800537
	Iteration 110Q: 3 clusters Score -2562514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2562514.000000 Penalty: 3304.800537
	Iteration 111Q: 3 clusters Score -2562514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -2562514.500000 Penalty: 3304.800537
	Iteration 112Q: 3 clusters Score -2562514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2562513.500000 Penalty: 3304.800537
	Iteration 113Q: 3 clusters Score -2562514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2562513.500000 Penalty: 3304.800537
	Iteration 114F: 3 clusters Score -2562514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Entering Unmasked Estep 
Score: -258091.937500 Penalty: 1296.920532
	Iteration 0F: 2 clusters Score -258091.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -255414.796875 Penalty: 2593.841064
	Iteration 0F: 3 clusters Score -255414.8 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -256113.343750 Penalty: 2593.841064
	Iteration 1F: 3 clusters Score -256113.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -256278.859375 Penalty: 2593.841064
	Iteration 2F: 3 clusters Score -256278.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -256440.890625 Penalty: 2593.841064
	Iteration 3F: 3 clusters Score -256440.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -256553.812500 Penalty: 2593.841064
	Iteration 4F: 3 clusters Score -256553.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -256634.218750 Penalty: 2593.841064
	Iteration 5Q: 3 clusters Score -256634.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -256692.343750 Penalty: 2593.841064
	Iteration 6Q: 3 clusters Score -256692.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -256727.140625 Penalty: 2593.841064
	Iteration 7Q: 3 clusters Score -256727.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -256770.968750 Penalty: 2593.841064
	Iteration 8Q: 3 clusters Score -256771 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -256802.000000 Penalty: 2593.841064
	Iteration 9Q: 3 clusters Score -256802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -256830.031250 Penalty: 2593.841064
	Iteration 10Q: 3 clusters Score -256830 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -256857.015625 Penalty: 2593.841064
	Iteration 11Q: 3 clusters Score -256857 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -256880.937500 Penalty: 2593.841064
	Iteration 12Q: 3 clusters Score -256880.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -256902.984375 Penalty: 2593.841064
	Iteration 13Q: 3 clusters Score -256903 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -256922.203125 Penalty: 2593.841064
	Iteration 14Q: 3 clusters Score -256922.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -256939.000000 Penalty: 2593.841064
	Iteration 15Q: 3 clusters Score -256939 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -256955.437500 Penalty: 2593.841064
	Iteration 16Q: 3 clusters Score -256955.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -256971.515625 Penalty: 2593.841064
	Iteration 17Q: 3 clusters Score -256971.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -256985.296875 Penalty: 2593.841064
	Iteration 18Q: 3 clusters Score -256985.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -256997.890625 Penalty: 2593.841064
	Iteration 19Q: 3 clusters Score -256997.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -257009.718750 Penalty: 2593.841064
	Iteration 20F: 3 clusters Score -257009.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -257018.484375 Penalty: 2593.841064
	Iteration 21Q: 3 clusters Score -257018.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -257030.062500 Penalty: 2593.841064
	Iteration 22Q: 3 clusters Score -257030.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -257043.046875 Penalty: 2593.841064
	Iteration 23Q: 3 clusters Score -257043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -257056.312500 Penalty: 2593.841064
	Iteration 24Q: 3 clusters Score -257056.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -257071.718750 Penalty: 2593.841064
	Iteration 25Q: 3 clusters Score -257071.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -257081.640625 Penalty: 2593.841064
	Iteration 26Q: 3 clusters Score -257081.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -257094.406250 Penalty: 2593.841064
	Iteration 27Q: 3 clusters Score -257094.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -257107.765625 Penalty: 2593.841064
	Iteration 28Q: 3 clusters Score -257107.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -257120.421875 Penalty: 2593.841064
	Iteration 29Q: 3 clusters Score -257120.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -257128.406250 Penalty: 2593.841064
	Iteration 30Q: 3 clusters Score -257128.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -257134.265625 Penalty: 2593.841064
	Iteration 31Q: 3 clusters Score -257134.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -257141.328125 Penalty: 2593.841064
	Iteration 32Q: 3 clusters Score -257141.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -257147.062500 Penalty: 2593.841064
	Iteration 33Q: 3 clusters Score -257147.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -257160.140625 Penalty: 2593.841064
	Iteration 34Q: 3 clusters Score -257160.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -257177.421875 Penalty: 2593.841064
	Iteration 35Q: 3 clusters Score -257177.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -257193.343750 Penalty: 2593.841064
	Iteration 36Q: 3 clusters Score -257193.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -257207.687500 Penalty: 2593.841064
	Iteration 37Q: 3 clusters Score -257207.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -257221.875000 Penalty: 2593.841064
	Iteration 38Q: 3 clusters Score -257221.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -257231.156250 Penalty: 2593.841064
	Iteration 39Q: 3 clusters Score -257231.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -257240.000000 Penalty: 2593.841064
	Iteration 40F: 3 clusters Score -257240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -257249.437500 Penalty: 2593.841064
	Iteration 41Q: 3 clusters Score -257249.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -257263.140625 Penalty: 2593.841064
	Iteration 42Q: 3 clusters Score -257263.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -257273.406250 Penalty: 2593.841064
	Iteration 43Q: 3 clusters Score -257273.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -257278.578125 Penalty: 2593.841064
	Iteration 44Q: 3 clusters Score -257278.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -257279.875000 Penalty: 2593.841064
	Iteration 45Q: 3 clusters Score -257279.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -257281.656250 Penalty: 2593.841064
	Iteration 46Q: 3 clusters Score -257281.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -257285.312500 Penalty: 2593.841064
	Iteration 47Q: 3 clusters Score -257285.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -257289.125000 Penalty: 2593.841064
	Iteration 48Q: 3 clusters Score -257289.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -257292.968750 Penalty: 2593.841064
	Iteration 49Q: 3 clusters Score -257293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -257295.546875 Penalty: 2593.841064
	Iteration 50Q: 3 clusters Score -257295.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -257297.000000 Penalty: 2593.841064
	Iteration 51Q: 3 clusters Score -257297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -257297.875000 Penalty: 2593.841064
	Iteration 52Q: 3 clusters Score -257297.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -257297.781250 Penalty: 2593.841064
	Iteration 53Q: 3 clusters Score -257297.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -257300.078125 Penalty: 2593.841064
	Iteration 54Q: 3 clusters Score -257300.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -257300.625000 Penalty: 2593.841064
	Iteration 55Q: 3 clusters Score -257300.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -257301.625000 Penalty: 2593.841064
	Iteration 56Q: 3 clusters Score -257301.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -257302.781250 Penalty: 2593.841064
	Iteration 57Q: 3 clusters Score -257302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -257303.578125 Penalty: 2593.841064
	Iteration 58Q: 3 clusters Score -257303.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -257303.578125 Penalty: 2593.841064
	Iteration 59F: 3 clusters Score -257303.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (158218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158218 members 
Entering Unmasked Estep 
Score: -16092889.000000 Penalty: 1945.406006
	Iteration 0F: 2 clusters Score -1.609289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79038 members 
Mstep: Class 2 contains 79180 members 
Entering Unmasked Estep 
Score: -15987548.000000 Penalty: 3890.812012
	Iteration 0F: 3 clusters Score -1.598755e+07 nChanged 76596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75024 members 
Mstep: Class 2 contains 83194 members 
Entering Unmasked Estep 
Score: -16033302.000000 Penalty: 3890.812012
	Iteration 1F: 3 clusters Score -1.60333e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72266 members 
Mstep: Class 2 contains 85952 members 
Entering Unmasked Estep 
Score: -16034584.000000 Penalty: 3890.812012
	Iteration 2Q: 3 clusters Score -1.603458e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68192 members 
Mstep: Class 2 contains 90026 members 
Entering Unmasked Estep 
Score: -16036352.000000 Penalty: 3890.812012
	Iteration 3Q: 3 clusters Score -1.603635e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 96058 members 
Entering Unmasked Estep 
Score: -16039226.000000 Penalty: 3890.812012
	Iteration 4Q: 3 clusters Score -1.603923e+07 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 104233 members 
Entering Unmasked Estep 
Score: -16043889.000000 Penalty: 3890.812012
	Iteration 5F: 3 clusters Score -1.604389e+07 nChanged 11285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 115046 members 
Entering Unmasked Estep 
Score: -16051762.000000 Penalty: 3890.812012
	Iteration 6F: 3 clusters Score -1.605176e+07 nChanged 13125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 127987 members 
Entering Unmasked Estep 
Score: -16062727.000000 Penalty: 3890.812012
	Iteration 7F: 3 clusters Score -1.606273e+07 nChanged 12771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 140724 members 
Entering Unmasked Estep 
Score: -16075301.000000 Penalty: 3890.812012
	Iteration 8F: 3 clusters Score -1.60753e+07 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 150314 members 
Entering Unmasked Estep 
Score: -16084814.000000 Penalty: 3890.812012
	Iteration 9F: 3 clusters Score -1.608481e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 155372 members 
Entering Unmasked Estep 
Score: -16089290.000000 Penalty: 3890.812012
	Iteration 10Q: 3 clusters Score -1.608929e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 157210 members 
Entering Unmasked Estep 
Score: -16090514.000000 Penalty: 3890.812012
	Iteration 11Q: 3 clusters Score -1.609051e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 157734 members 
Entering Unmasked Estep 
Score: -16090895.000000 Penalty: 3890.812012
	Iteration 12Q: 3 clusters Score -1.60909e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 157891 members 
Entering Unmasked Estep 
Score: -16091029.000000 Penalty: 3890.812012
	Iteration 13Q: 3 clusters Score -1.609103e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 157952 members 
Entering Unmasked Estep 
Score: -16091099.000000 Penalty: 3890.812012
	Iteration 14Q: 3 clusters Score -1.60911e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 157962 members 
Entering Unmasked Estep 
Score: -16091108.000000 Penalty: 3890.812012
	Iteration 15Q: 3 clusters Score -1.609111e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 157975 members 
Entering Unmasked Estep 
Score: -16091167.000000 Penalty: 3890.812012
	Iteration 16Q: 3 clusters Score -1.609117e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 157977 members 
Entering Unmasked Estep 
Score: -16091160.000000 Penalty: 3890.812012
	Iteration 17Q: 3 clusters Score -1.609116e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 157982 members 
Entering Unmasked Estep 
Score: -16091185.000000 Penalty: 3890.812012
	Iteration 18Q: 3 clusters Score -1.609118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 157990 members 
Entering Unmasked Estep 
Score: -16091208.000000 Penalty: 3890.812012
	Iteration 19Q: 3 clusters Score -1.609121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 157993 members 
Entering Unmasked Estep 
Score: -16091206.000000 Penalty: 3890.812012
	Iteration 20F: 3 clusters Score -1.609121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 157991 members 
Entering Unmasked Estep 
Score: -16091222.000000 Penalty: 3890.812012
	Iteration 21Q: 3 clusters Score -1.609122e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 157994 members 
Entering Unmasked Estep 
Score: -16091238.000000 Penalty: 3890.812012
	Iteration 22Q: 3 clusters Score -1.609124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 157994 members 
Entering Unmasked Estep 
Score: -16091236.000000 Penalty: 3890.812012
	Iteration 23Q: 3 clusters Score -1.609124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 157997 members 
Entering Unmasked Estep 
Score: -16091231.000000 Penalty: 3890.812012
	Iteration 24Q: 3 clusters Score -1.609123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 157998 members 
Entering Unmasked Estep 
Score: -16091234.000000 Penalty: 3890.812012
	Iteration 25Q: 3 clusters Score -1.609123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 157999 members 
Entering Unmasked Estep 
Score: -16091234.000000 Penalty: 3890.812012
	Iteration 26Q: 3 clusters Score -1.609123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 157998 members 
Entering Unmasked Estep 
Score: -16091240.000000 Penalty: 3890.812012
	Iteration 27Q: 3 clusters Score -1.609124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 157997 members 
Entering Unmasked Estep 
Score: -16091240.000000 Penalty: 3890.812012
	Iteration 28Q: 3 clusters Score -1.609124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 157997 members 
Entering Unmasked Estep 
Score: -16091240.000000 Penalty: 3890.812012
	Iteration 29F: 3 clusters Score -1.609124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Entering Unmasked Estep 
Score: -719520.375000 Penalty: 1452.830933
	Iteration 0F: 2 clusters Score -719520.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -713917.250000 Penalty: 2905.661865
	Iteration 0F: 3 clusters Score -713917.2 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -715732.500000 Penalty: 2905.661865
	Iteration 1F: 3 clusters Score -715732.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -716006.375000 Penalty: 2905.661865
	Iteration 2F: 3 clusters Score -716006.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -716360.500000 Penalty: 2905.661865
	Iteration 3F: 3 clusters Score -716360.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -716804.125000 Penalty: 2905.661865
	Iteration 4F: 3 clusters Score -716804.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -717272.062500 Penalty: 2905.661865
	Iteration 5F: 3 clusters Score -717272.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -717753.562500 Penalty: 2905.661865
	Iteration 6F: 3 clusters Score -717753.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -718174.312500 Penalty: 2905.661865
	Iteration 7F: 3 clusters Score -718174.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -718648.250000 Penalty: 2905.661865
	Iteration 8F: 3 clusters Score -718648.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -718927.250000 Penalty: 2905.661865
	Iteration 9Q: 3 clusters Score -718927.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -719059.562500 Penalty: 2905.661865
	Iteration 10Q: 3 clusters Score -719059.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -719119.125000 Penalty: 2905.661865
	Iteration 11Q: 3 clusters Score -719119.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -719152.687500 Penalty: 2905.661865
	Iteration 12Q: 3 clusters Score -719152.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -719170.500000 Penalty: 2905.661865
	Iteration 13Q: 3 clusters Score -719170.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -719179.562500 Penalty: 2905.661865
	Iteration 14Q: 3 clusters Score -719179.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -719184.062500 Penalty: 2905.661865
	Iteration 15Q: 3 clusters Score -719184.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -719192.312500 Penalty: 2905.661865
	Iteration 16Q: 3 clusters Score -719192.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -719194.000000 Penalty: 2905.661865
	Iteration 17Q: 3 clusters Score -719194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -719193.500000 Penalty: 2905.661865
	Iteration 18Q: 3 clusters Score -719193.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -719193.187500 Penalty: 2905.661865
	Iteration 19Q: 3 clusters Score -719193.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -719194.375000 Penalty: 2905.661865
	Iteration 20F: 3 clusters Score -719194.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Entering Unmasked Estep 
Score: -397713.656250 Penalty: 1341.867310
	Iteration 0F: 2 clusters Score -397713.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -394530.031250 Penalty: 2683.734619
	Iteration 0F: 3 clusters Score -394530 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -395322.437500 Penalty: 2683.734619
	Iteration 1F: 3 clusters Score -395322.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -395454.718750 Penalty: 2683.734619
	Iteration 2F: 3 clusters Score -395454.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -395580.593750 Penalty: 2683.734619
	Iteration 3F: 3 clusters Score -395580.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -395726.843750 Penalty: 2683.734619
	Iteration 4F: 3 clusters Score -395726.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -395886.062500 Penalty: 2683.734619
	Iteration 5F: 3 clusters Score -395886.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -396069.531250 Penalty: 2683.734619
	Iteration 6F: 3 clusters Score -396069.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -396283.031250 Penalty: 2683.734619
	Iteration 7F: 3 clusters Score -396283 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -396455.937500 Penalty: 2683.734619
	Iteration 8F: 3 clusters Score -396455.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -396569.625000 Penalty: 2683.734619
	Iteration 9Q: 3 clusters Score -396569.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -396649.406250 Penalty: 2683.734619
	Iteration 10Q: 3 clusters Score -396649.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -396693.062500 Penalty: 2683.734619
	Iteration 11Q: 3 clusters Score -396693.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -396719.718750 Penalty: 2683.734619
	Iteration 12Q: 3 clusters Score -396719.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -396743.968750 Penalty: 2683.734619
	Iteration 13Q: 3 clusters Score -396744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -396758.031250 Penalty: 2683.734619
	Iteration 14Q: 3 clusters Score -396758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -396770.906250 Penalty: 2683.734619
	Iteration 15Q: 3 clusters Score -396770.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -396784.343750 Penalty: 2683.734619
	Iteration 16Q: 3 clusters Score -396784.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -396795.593750 Penalty: 2683.734619
	Iteration 17Q: 3 clusters Score -396795.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -396803.687500 Penalty: 2683.734619
	Iteration 18Q: 3 clusters Score -396803.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -396810.375000 Penalty: 2683.734619
	Iteration 19Q: 3 clusters Score -396810.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -396817.937500 Penalty: 2683.734619
	Iteration 20F: 3 clusters Score -396817.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -396820.875000 Penalty: 2683.734619
	Iteration 21Q: 3 clusters Score -396820.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -396824.906250 Penalty: 2683.734619
	Iteration 22Q: 3 clusters Score -396824.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -396829.687500 Penalty: 2683.734619
	Iteration 23Q: 3 clusters Score -396829.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -396832.250000 Penalty: 2683.734619
	Iteration 24Q: 3 clusters Score -396832.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -396834.281250 Penalty: 2683.734619
	Iteration 25Q: 3 clusters Score -396834.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -396835.812500 Penalty: 2683.734619
	Iteration 26Q: 3 clusters Score -396835.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -396836.625000 Penalty: 2683.734619
	Iteration 27Q: 3 clusters Score -396836.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -396838.156250 Penalty: 2683.734619
	Iteration 28Q: 3 clusters Score -396838.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -396839.156250 Penalty: 2683.734619
	Iteration 29Q: 3 clusters Score -396839.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -396840.937500 Penalty: 2683.734619
	Iteration 30Q: 3 clusters Score -396840.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -396843.312500 Penalty: 2683.734619
	Iteration 31Q: 3 clusters Score -396843.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -396845.781250 Penalty: 2683.734619
	Iteration 32Q: 3 clusters Score -396845.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -396849.812500 Penalty: 2683.734619
	Iteration 33Q: 3 clusters Score -396849.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -396854.218750 Penalty: 2683.734619
	Iteration 34Q: 3 clusters Score -396854.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -396859.968750 Penalty: 2683.734619
	Iteration 35Q: 3 clusters Score -396860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -396863.312500 Penalty: 2683.734619
	Iteration 36Q: 3 clusters Score -396863.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -396866.375000 Penalty: 2683.734619
	Iteration 37Q: 3 clusters Score -396866.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -396869.125000 Penalty: 2683.734619
	Iteration 38Q: 3 clusters Score -396869.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -396868.656250 Penalty: 2683.734619
	Iteration 39Q: 3 clusters Score -396868.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -396870.781250 Penalty: 2683.734619
	Iteration 40F: 3 clusters Score -396870.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -396871.468750 Penalty: 2683.734619
	Iteration 41Q: 3 clusters Score -396871.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -396872.468750 Penalty: 2683.734619
	Iteration 42Q: 3 clusters Score -396872.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -396873.562500 Penalty: 2683.734619
	Iteration 43Q: 3 clusters Score -396873.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -396874.125000 Penalty: 2683.734619
	Iteration 44Q: 3 clusters Score -396874.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -396876.000000 Penalty: 2683.734619
	Iteration 45Q: 3 clusters Score -396876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -396876.750000 Penalty: 2683.734619
	Iteration 46Q: 3 clusters Score -396876.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -396878.218750 Penalty: 2683.734619
	Iteration 47Q: 3 clusters Score -396878.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -396878.937500 Penalty: 2683.734619
	Iteration 48Q: 3 clusters Score -396878.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -396878.937500 Penalty: 2683.734619
	Iteration 49F: 3 clusters Score -396878.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (152488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152488 members 
Entering Unmasked Estep 
Score: -15362019.000000 Penalty: 1939.411743
	Iteration 0F: 2 clusters Score -1.536202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76259 members 
Mstep: Class 2 contains 76229 members 
Entering Unmasked Estep 
Score: -15260496.000000 Penalty: 3878.823486
	Iteration 0F: 3 clusters Score -1.52605e+07 nChanged 73680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 74341 members 
Entering Unmasked Estep 
Score: -15303953.000000 Penalty: 3878.823486
	Iteration 1F: 3 clusters Score -1.530395e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79143 members 
Mstep: Class 2 contains 73345 members 
Entering Unmasked Estep 
Score: -15305078.000000 Penalty: 3878.823486
	Iteration 2Q: 3 clusters Score -1.530508e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80780 members 
Mstep: Class 2 contains 71708 members 
Entering Unmasked Estep 
Score: -15306530.000000 Penalty: 3878.823486
	Iteration 3Q: 3 clusters Score -1.530653e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83139 members 
Mstep: Class 2 contains 69349 members 
Entering Unmasked Estep 
Score: -15308572.000000 Penalty: 3878.823486
	Iteration 4Q: 3 clusters Score -1.530857e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86691 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -15311618.000000 Penalty: 3878.823486
	Iteration 5Q: 3 clusters Score -1.531162e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91818 members 
Mstep: Class 2 contains 60670 members 
Entering Unmasked Estep 
Score: -15316683.000000 Penalty: 3878.823486
	Iteration 6F: 3 clusters Score -1.531668e+07 nChanged 10218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98418 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -15323676.000000 Penalty: 3878.823486
	Iteration 7F: 3 clusters Score -1.532368e+07 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106005 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -15333150.000000 Penalty: 3878.823486
	Iteration 8F: 3 clusters Score -1.533315e+07 nChanged 9731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112724 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -15342024.000000 Penalty: 3878.823486
	Iteration 9F: 3 clusters Score -1.534202e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117609 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -15348497.000000 Penalty: 3878.823486
	Iteration 10F: 3 clusters Score -1.53485e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121004 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -15351767.000000 Penalty: 3878.823486
	Iteration 11Q: 3 clusters Score -1.535177e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123793 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -15353768.000000 Penalty: 3878.823486
	Iteration 12Q: 3 clusters Score -1.535377e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126192 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -15354860.000000 Penalty: 3878.823486
	Iteration 13Q: 3 clusters Score -1.535486e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128251 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -15355538.000000 Penalty: 3878.823486
	Iteration 14Q: 3 clusters Score -1.535554e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130186 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -15356315.000000 Penalty: 3878.823486
	Iteration 15Q: 3 clusters Score -1.535632e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132014 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -15357006.000000 Penalty: 3878.823486
	Iteration 16Q: 3 clusters Score -1.535701e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133712 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -15357628.000000 Penalty: 3878.823486
	Iteration 17Q: 3 clusters Score -1.535763e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135271 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -15358117.000000 Penalty: 3878.823486
	Iteration 18Q: 3 clusters Score -1.535812e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136692 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -15358496.000000 Penalty: 3878.823486
	Iteration 19Q: 3 clusters Score -1.53585e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138051 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -15358967.000000 Penalty: 3878.823486
	Iteration 20F: 3 clusters Score -1.535897e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139289 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -15359297.000000 Penalty: 3878.823486
	Iteration 21Q: 3 clusters Score -1.53593e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140438 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -15359723.000000 Penalty: 3878.823486
	Iteration 22Q: 3 clusters Score -1.535972e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141477 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -15360055.000000 Penalty: 3878.823486
	Iteration 23Q: 3 clusters Score -1.536006e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142416 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -15360278.000000 Penalty: 3878.823486
	Iteration 24Q: 3 clusters Score -1.536028e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143173 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -15360507.000000 Penalty: 3878.823486
	Iteration 25Q: 3 clusters Score -1.536051e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143855 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -15360695.000000 Penalty: 3878.823486
	Iteration 26Q: 3 clusters Score -1.53607e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144431 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -15360900.000000 Penalty: 3878.823486
	Iteration 27Q: 3 clusters Score -1.53609e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144946 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -15361015.000000 Penalty: 3878.823486
	Iteration 28Q: 3 clusters Score -1.536102e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145397 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -15361179.000000 Penalty: 3878.823486
	Iteration 29Q: 3 clusters Score -1.536118e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145756 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -15361293.000000 Penalty: 3878.823486
	Iteration 30Q: 3 clusters Score -1.536129e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146078 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -15361285.000000 Penalty: 3878.823486
	Iteration 31Q: 3 clusters Score -1.536128e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146382 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -15361401.000000 Penalty: 3878.823486
	Iteration 32Q: 3 clusters Score -1.53614e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146627 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -15361495.000000 Penalty: 3878.823486
	Iteration 33Q: 3 clusters Score -1.53615e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146833 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -15361541.000000 Penalty: 3878.823486
	Iteration 34Q: 3 clusters Score -1.536154e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147012 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -15361590.000000 Penalty: 3878.823486
	Iteration 35Q: 3 clusters Score -1.536159e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147158 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -15361586.000000 Penalty: 3878.823486
	Iteration 36Q: 3 clusters Score -1.536159e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147287 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -15361587.000000 Penalty: 3878.823486
	Iteration 37Q: 3 clusters Score -1.536159e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147401 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -15361603.000000 Penalty: 3878.823486
	Iteration 38Q: 3 clusters Score -1.53616e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147496 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -15361582.000000 Penalty: 3878.823486
	Iteration 39Q: 3 clusters Score -1.536158e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147586 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -15361576.000000 Penalty: 3878.823486
	Iteration 40F: 3 clusters Score -1.536158e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147676 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -15361595.000000 Penalty: 3878.823486
	Iteration 41Q: 3 clusters Score -1.53616e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147741 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -15361595.000000 Penalty: 3878.823486
	Iteration 42Q: 3 clusters Score -1.53616e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147798 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -15361586.000000 Penalty: 3878.823486
	Iteration 43Q: 3 clusters Score -1.536159e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147848 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -15361573.000000 Penalty: 3878.823486
	Iteration 44Q: 3 clusters Score -1.536157e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147885 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -15361575.000000 Penalty: 3878.823486
	Iteration 45Q: 3 clusters Score -1.536158e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147924 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -15361592.000000 Penalty: 3878.823486
	Iteration 46Q: 3 clusters Score -1.536159e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147966 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -15361598.000000 Penalty: 3878.823486
	Iteration 47Q: 3 clusters Score -1.53616e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148007 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -15361594.000000 Penalty: 3878.823486
	Iteration 48Q: 3 clusters Score -1.536159e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148033 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -15361600.000000 Penalty: 3878.823486
	Iteration 49Q: 3 clusters Score -1.53616e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148054 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -15361620.000000 Penalty: 3878.823486
	Iteration 50Q: 3 clusters Score -1.536162e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148071 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -15361622.000000 Penalty: 3878.823486
	Iteration 51Q: 3 clusters Score -1.536162e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148085 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -15361621.000000 Penalty: 3878.823486
	Iteration 52Q: 3 clusters Score -1.536162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148096 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -15361632.000000 Penalty: 3878.823486
	Iteration 53Q: 3 clusters Score -1.536163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148114 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -15361602.000000 Penalty: 3878.823486
	Iteration 54Q: 3 clusters Score -1.53616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148130 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -15361604.000000 Penalty: 3878.823486
	Iteration 55Q: 3 clusters Score -1.53616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148136 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -15361611.000000 Penalty: 3878.823486
	Iteration 56Q: 3 clusters Score -1.536161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148143 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -15361590.000000 Penalty: 3878.823486
	Iteration 57Q: 3 clusters Score -1.536159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148147 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -15361590.000000 Penalty: 3878.823486
	Iteration 58Q: 3 clusters Score -1.536159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148148 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -15361591.000000 Penalty: 3878.823486
	Iteration 59Q: 3 clusters Score -1.536159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148149 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -15361594.000000 Penalty: 3878.823486
	Iteration 60F: 3 clusters Score -1.536159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148150 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -15361596.000000 Penalty: 3878.823486
	Iteration 61Q: 3 clusters Score -1.53616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148152 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -15361592.000000 Penalty: 3878.823486
	Iteration 62Q: 3 clusters Score -1.536159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148152 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -15361592.000000 Penalty: 3878.823486
	Iteration 63F: 3 clusters Score -1.536159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (136164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136164 members 
Entering Unmasked Estep 
Score: -13918153.000000 Penalty: 1921.012451
	Iteration 0F: 2 clusters Score -1.391815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68144 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -13827819.000000 Penalty: 3842.024902
	Iteration 0F: 3 clusters Score -1.382782e+07 nChanged 65235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71417 members 
Mstep: Class 2 contains 64747 members 
Entering Unmasked Estep 
Score: -13866846.000000 Penalty: 3842.024902
	Iteration 1F: 3 clusters Score -1.386685e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74339 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -13869335.000000 Penalty: 3842.024902
	Iteration 2Q: 3 clusters Score -1.386934e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78673 members 
Mstep: Class 2 contains 57491 members 
Entering Unmasked Estep 
Score: -13873469.000000 Penalty: 3842.024902
	Iteration 3F: 3 clusters Score -1.387347e+07 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84334 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -13879287.000000 Penalty: 3842.024902
	Iteration 4F: 3 clusters Score -1.387929e+07 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90667 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -13885380.000000 Penalty: 3842.024902
	Iteration 5F: 3 clusters Score -1.388538e+07 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97380 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -13891009.000000 Penalty: 3842.024902
	Iteration 6F: 3 clusters Score -1.389101e+07 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104054 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -13896054.000000 Penalty: 3842.024902
	Iteration 7F: 3 clusters Score -1.389605e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110552 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -13900703.000000 Penalty: 3842.024902
	Iteration 8F: 3 clusters Score -1.39007e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116509 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -13905062.000000 Penalty: 3842.024902
	Iteration 9Q: 3 clusters Score -1.390506e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121605 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -13908775.000000 Penalty: 3842.024902
	Iteration 10Q: 3 clusters Score -1.390878e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125491 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -13911646.000000 Penalty: 3842.024902
	Iteration 11Q: 3 clusters Score -1.391165e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128346 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -13913659.000000 Penalty: 3842.024902
	Iteration 12Q: 3 clusters Score -1.391366e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130242 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -13914891.000000 Penalty: 3842.024902
	Iteration 13Q: 3 clusters Score -1.391489e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131538 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -13915519.000000 Penalty: 3842.024902
	Iteration 14Q: 3 clusters Score -1.391552e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132410 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -13915953.000000 Penalty: 3842.024902
	Iteration 15Q: 3 clusters Score -1.391595e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133042 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -13916202.000000 Penalty: 3842.024902
	Iteration 16Q: 3 clusters Score -1.39162e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133497 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -13916391.000000 Penalty: 3842.024902
	Iteration 17Q: 3 clusters Score -1.391639e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133815 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -13916542.000000 Penalty: 3842.024902
	Iteration 18Q: 3 clusters Score -1.391654e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134041 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -13916596.000000 Penalty: 3842.024902
	Iteration 19Q: 3 clusters Score -1.39166e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134209 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -13916650.000000 Penalty: 3842.024902
	Iteration 20F: 3 clusters Score -1.391665e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134336 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -13916697.000000 Penalty: 3842.024902
	Iteration 21Q: 3 clusters Score -1.39167e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134459 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -13916779.000000 Penalty: 3842.024902
	Iteration 22Q: 3 clusters Score -1.391678e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134547 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -13916813.000000 Penalty: 3842.024902
	Iteration 23Q: 3 clusters Score -1.391681e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134618 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -13916898.000000 Penalty: 3842.024902
	Iteration 24Q: 3 clusters Score -1.39169e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134675 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -13916908.000000 Penalty: 3842.024902
	Iteration 25Q: 3 clusters Score -1.391691e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134710 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -13916965.000000 Penalty: 3842.024902
	Iteration 26Q: 3 clusters Score -1.391696e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134731 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -13917018.000000 Penalty: 3842.024902
	Iteration 27Q: 3 clusters Score -1.391702e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134741 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -13917083.000000 Penalty: 3842.024902
	Iteration 28Q: 3 clusters Score -1.391708e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134749 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -13917151.000000 Penalty: 3842.024902
	Iteration 29Q: 3 clusters Score -1.391715e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134759 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -13917221.000000 Penalty: 3842.024902
	Iteration 30Q: 3 clusters Score -1.391722e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134764 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -13917291.000000 Penalty: 3842.024902
	Iteration 31Q: 3 clusters Score -1.391729e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134754 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -13917307.000000 Penalty: 3842.024902
	Iteration 32Q: 3 clusters Score -1.391731e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134751 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -13917335.000000 Penalty: 3842.024902
	Iteration 33Q: 3 clusters Score -1.391734e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134749 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -13917352.000000 Penalty: 3842.024902
	Iteration 34Q: 3 clusters Score -1.391735e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134738 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -13917367.000000 Penalty: 3842.024902
	Iteration 35Q: 3 clusters Score -1.391737e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134735 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -13917394.000000 Penalty: 3842.024902
	Iteration 36Q: 3 clusters Score -1.391739e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134723 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -13917416.000000 Penalty: 3842.024902
	Iteration 37Q: 3 clusters Score -1.391742e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134718 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -13917433.000000 Penalty: 3842.024902
	Iteration 38Q: 3 clusters Score -1.391743e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134709 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -13917445.000000 Penalty: 3842.024902
	Iteration 39Q: 3 clusters Score -1.391744e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134705 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -13917445.000000 Penalty: 3842.024902
	Iteration 40F: 3 clusters Score -1.391744e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134702 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -13917456.000000 Penalty: 3842.024902
	Iteration 41Q: 3 clusters Score -1.391746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134704 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -13917466.000000 Penalty: 3842.024902
	Iteration 42Q: 3 clusters Score -1.391747e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134702 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -13917461.000000 Penalty: 3842.024902
	Iteration 43Q: 3 clusters Score -1.391746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134700 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -13917467.000000 Penalty: 3842.024902
	Iteration 44Q: 3 clusters Score -1.391747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134700 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -13917476.000000 Penalty: 3842.024902
	Iteration 45Q: 3 clusters Score -1.391748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134698 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -13917471.000000 Penalty: 3842.024902
	Iteration 46Q: 3 clusters Score -1.391747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134698 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -13917474.000000 Penalty: 3842.024902
	Iteration 47Q: 3 clusters Score -1.391747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134698 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -13917467.000000 Penalty: 3842.024902
	Iteration 48Q: 3 clusters Score -1.391747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134698 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -13917465.000000 Penalty: 3842.024902
	Iteration 49Q: 3 clusters Score -1.391746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134700 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -13917472.000000 Penalty: 3842.024902
	Iteration 50Q: 3 clusters Score -1.391747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134700 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -13917469.000000 Penalty: 3842.024902
	Iteration 51Q: 3 clusters Score -1.391747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134697 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -13917477.000000 Penalty: 3842.024902
	Iteration 52Q: 3 clusters Score -1.391748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134695 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -13917481.000000 Penalty: 3842.024902
	Iteration 53Q: 3 clusters Score -1.391748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134693 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -13917480.000000 Penalty: 3842.024902
	Iteration 54Q: 3 clusters Score -1.391748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134690 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -13917481.000000 Penalty: 3842.024902
	Iteration 55Q: 3 clusters Score -1.391748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134689 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -13917485.000000 Penalty: 3842.024902
	Iteration 56Q: 3 clusters Score -1.391748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134687 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -13917486.000000 Penalty: 3842.024902
	Iteration 57Q: 3 clusters Score -1.391749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134686 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -13917493.000000 Penalty: 3842.024902
	Iteration 58Q: 3 clusters Score -1.391749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134681 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -13917487.000000 Penalty: 3842.024902
	Iteration 59Q: 3 clusters Score -1.391749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134680 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -13917496.000000 Penalty: 3842.024902
	Iteration 60F: 3 clusters Score -1.39175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (54109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54109 members 
Entering Unmasked Estep 
Score: -5508483.500000 Penalty: 1771.047852
	Iteration 0F: 2 clusters Score -5508484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -5472309.500000 Penalty: 3542.095703
	Iteration 0F: 3 clusters Score -5472310 nChanged 25405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -5486995.500000 Penalty: 3542.095703
	Iteration 1F: 3 clusters Score -5486996 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -5487723.500000 Penalty: 3542.095703
	Iteration 2Q: 3 clusters Score -5487724 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -5488910.000000 Penalty: 3542.095703
	Iteration 3Q: 3 clusters Score -5488910 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -5490635.500000 Penalty: 3542.095703
	Iteration 4F: 3 clusters Score -5490636 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -5493484.000000 Penalty: 3542.095703
	Iteration 5F: 3 clusters Score -5493484 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -5497255.000000 Penalty: 3542.095703
	Iteration 6F: 3 clusters Score -5497255 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -5501194.500000 Penalty: 3542.095703
	Iteration 7F: 3 clusters Score -5501194 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -5503987.500000 Penalty: 3542.095703
	Iteration 8F: 3 clusters Score -5503988 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -5505337.000000 Penalty: 3542.095703
	Iteration 9Q: 3 clusters Score -5505337 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -5505865.000000 Penalty: 3542.095703
	Iteration 10Q: 3 clusters Score -5505865 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -5506176.000000 Penalty: 3542.095703
	Iteration 11Q: 3 clusters Score -5506176 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -5506385.000000 Penalty: 3542.095703
	Iteration 12Q: 3 clusters Score -5506385 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -5506544.000000 Penalty: 3542.095703
	Iteration 13Q: 3 clusters Score -5506544 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -5506698.000000 Penalty: 3542.095703
	Iteration 14Q: 3 clusters Score -5506698 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -5506782.500000 Penalty: 3542.095703
	Iteration 15Q: 3 clusters Score -5506782 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -5506915.000000 Penalty: 3542.095703
	Iteration 16Q: 3 clusters Score -5506915 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -5507028.000000 Penalty: 3542.095703
	Iteration 17Q: 3 clusters Score -5507028 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -5507108.500000 Penalty: 3542.095703
	Iteration 18Q: 3 clusters Score -5507108 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -5507178.500000 Penalty: 3542.095703
	Iteration 19Q: 3 clusters Score -5507178 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -5507200.000000 Penalty: 3542.095703
	Iteration 20F: 3 clusters Score -5507200 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -5507266.500000 Penalty: 3542.095703
	Iteration 21Q: 3 clusters Score -5507266 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -5507347.000000 Penalty: 3542.095703
	Iteration 22Q: 3 clusters Score -5507347 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -5507386.000000 Penalty: 3542.095703
	Iteration 23Q: 3 clusters Score -5507386 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5507401.000000 Penalty: 3542.095703
	Iteration 24Q: 3 clusters Score -5507401 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -5507420.000000 Penalty: 3542.095703
	Iteration 25Q: 3 clusters Score -5507420 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -5507449.500000 Penalty: 3542.095703
	Iteration 26Q: 3 clusters Score -5507450 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -5507459.000000 Penalty: 3542.095703
	Iteration 27Q: 3 clusters Score -5507459 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -5507473.000000 Penalty: 3542.095703
	Iteration 28Q: 3 clusters Score -5507473 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5507489.000000 Penalty: 3542.095703
	Iteration 29Q: 3 clusters Score -5507489 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5507494.500000 Penalty: 3542.095703
	Iteration 30Q: 3 clusters Score -5507494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -5507500.000000 Penalty: 3542.095703
	Iteration 31Q: 3 clusters Score -5507500 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -5507506.500000 Penalty: 3542.095703
	Iteration 32Q: 3 clusters Score -5507506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -5507521.500000 Penalty: 3542.095703
	Iteration 33Q: 3 clusters Score -5507522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5507527.500000 Penalty: 3542.095703
	Iteration 34Q: 3 clusters Score -5507528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -5507524.000000 Penalty: 3542.095703
	Iteration 35Q: 3 clusters Score -5507524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5507527.500000 Penalty: 3542.095703
	Iteration 36Q: 3 clusters Score -5507528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5507524.000000 Penalty: 3542.095703
	Iteration 37Q: 3 clusters Score -5507524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52089 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5507543.000000 Penalty: 3542.095703
	Iteration 38Q: 3 clusters Score -5507543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52122 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -5507546.000000 Penalty: 3542.095703
	Iteration 39Q: 3 clusters Score -5507546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -5507556.000000 Penalty: 3542.095703
	Iteration 40F: 3 clusters Score -5507556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5507557.500000 Penalty: 3542.095703
	Iteration 41Q: 3 clusters Score -5507558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52228 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5507562.000000 Penalty: 3542.095703
	Iteration 42Q: 3 clusters Score -5507562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5507571.000000 Penalty: 3542.095703
	Iteration 43Q: 3 clusters Score -5507571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5507576.500000 Penalty: 3542.095703
	Iteration 44Q: 3 clusters Score -5507576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5507581.000000 Penalty: 3542.095703
	Iteration 45Q: 3 clusters Score -5507581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5507581.000000 Penalty: 3542.095703
	Iteration 46Q: 3 clusters Score -5507581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5507581.000000 Penalty: 3542.095703
	Iteration 47Q: 3 clusters Score -5507581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5507582.500000 Penalty: 3542.095703
	Iteration 48Q: 3 clusters Score -5507582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5507576.500000 Penalty: 3542.095703
	Iteration 49Q: 3 clusters Score -5507576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5507584.000000 Penalty: 3542.095703
	Iteration 50Q: 3 clusters Score -5507584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5507583.500000 Penalty: 3542.095703
	Iteration 51Q: 3 clusters Score -5507584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5507580.500000 Penalty: 3542.095703
	Iteration 52Q: 3 clusters Score -5507580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5507582.000000 Penalty: 3542.095703
	Iteration 53Q: 3 clusters Score -5507582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5507588.500000 Penalty: 3542.095703
	Iteration 54Q: 3 clusters Score -5507588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5507585.000000 Penalty: 3542.095703
	Iteration 55Q: 3 clusters Score -5507585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5507588.500000 Penalty: 3542.095703
	Iteration 56Q: 3 clusters Score -5507588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5507587.500000 Penalty: 3542.095703
	Iteration 57Q: 3 clusters Score -5507588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5507584.000000 Penalty: 3542.095703
	Iteration 58Q: 3 clusters Score -5507584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5507584.500000 Penalty: 3542.095703
	Iteration 59Q: 3 clusters Score -5507584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5507587.000000 Penalty: 3542.095703
	Iteration 60F: 3 clusters Score -5507587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5507588.000000 Penalty: 3542.095703
	Iteration 61Q: 3 clusters Score -5507588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5507591.000000 Penalty: 3542.095703
	Iteration 62Q: 3 clusters Score -5507591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52370 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5507592.000000 Penalty: 3542.095703
	Iteration 63Q: 3 clusters Score -5507592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5507591.000000 Penalty: 3542.095703
	Iteration 64Q: 3 clusters Score -5507591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5507600.500000 Penalty: 3542.095703
	Iteration 65Q: 3 clusters Score -5507600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5507597.000000 Penalty: 3542.095703
	Iteration 66Q: 3 clusters Score -5507597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5507603.500000 Penalty: 3542.095703
	Iteration 67Q: 3 clusters Score -5507604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5507606.500000 Penalty: 3542.095703
	Iteration 68Q: 3 clusters Score -5507606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5507598.000000 Penalty: 3542.095703
	Iteration 69Q: 3 clusters Score -5507598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5507592.500000 Penalty: 3542.095703
	Iteration 70Q: 3 clusters Score -5507592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5507598.500000 Penalty: 3542.095703
	Iteration 71Q: 3 clusters Score -5507598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5507596.500000 Penalty: 3542.095703
	Iteration 72Q: 3 clusters Score -5507596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5507603.500000 Penalty: 3542.095703
	Iteration 73Q: 3 clusters Score -5507604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5507600.500000 Penalty: 3542.095703
	Iteration 74Q: 3 clusters Score -5507600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5507600.500000 Penalty: 3542.095703
	Iteration 75F: 3 clusters Score -5507600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (162415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162415 members 
Entering Unmasked Estep 
Score: -16352866.000000 Penalty: 1949.660400
	Iteration 0F: 2 clusters Score -1.635287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80873 members 
Mstep: Class 2 contains 81542 members 
Entering Unmasked Estep 
Score: -16246775.000000 Penalty: 3899.320801
	Iteration 0F: 3 clusters Score -1.624678e+07 nChanged 78253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72134 members 
Mstep: Class 2 contains 90281 members 
Entering Unmasked Estep 
Score: -16294193.000000 Penalty: 3899.320801
	Iteration 1F: 3 clusters Score -1.629419e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66659 members 
Mstep: Class 2 contains 95756 members 
Entering Unmasked Estep 
Score: -16296870.000000 Penalty: 3899.320801
	Iteration 2Q: 3 clusters Score -1.629687e+07 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58754 members 
Mstep: Class 2 contains 103661 members 
Entering Unmasked Estep 
Score: -16301406.000000 Penalty: 3899.320801
	Iteration 3F: 3 clusters Score -1.630141e+07 nChanged 11676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 114341 members 
Entering Unmasked Estep 
Score: -16309170.000000 Penalty: 3899.320801
	Iteration 4F: 3 clusters Score -1.630917e+07 nChanged 13632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 127301 members 
Entering Unmasked Estep 
Score: -16320349.000000 Penalty: 3899.320801
	Iteration 5F: 3 clusters Score -1.632035e+07 nChanged 13038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 140007 members 
Entering Unmasked Estep 
Score: -16332464.000000 Penalty: 3899.320801
	Iteration 6F: 3 clusters Score -1.633246e+07 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 149737 members 
Entering Unmasked Estep 
Score: -16342026.000000 Penalty: 3899.320801
	Iteration 7F: 3 clusters Score -1.634203e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 156204 members 
Entering Unmasked Estep 
Score: -16347668.000000 Penalty: 3899.320801
	Iteration 8Q: 3 clusters Score -1.634767e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 159751 members 
Entering Unmasked Estep 
Score: -16350150.000000 Penalty: 3899.320801
	Iteration 9Q: 3 clusters Score -1.635015e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 161285 members 
Entering Unmasked Estep 
Score: -16350940.000000 Penalty: 3899.320801
	Iteration 10Q: 3 clusters Score -1.635094e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 161863 members 
Entering Unmasked Estep 
Score: -16351148.000000 Penalty: 3899.320801
	Iteration 11Q: 3 clusters Score -1.635115e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 162050 members 
Entering Unmasked Estep 
Score: -16351207.000000 Penalty: 3899.320801
	Iteration 12Q: 3 clusters Score -1.635121e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 162134 members 
Entering Unmasked Estep 
Score: -16351240.000000 Penalty: 3899.320801
	Iteration 13Q: 3 clusters Score -1.635124e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 162173 members 
Entering Unmasked Estep 
Score: -16351249.000000 Penalty: 3899.320801
	Iteration 14Q: 3 clusters Score -1.635125e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 162188 members 
Entering Unmasked Estep 
Score: -16351283.000000 Penalty: 3899.320801
	Iteration 15Q: 3 clusters Score -1.635128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 162196 members 
Entering Unmasked Estep 
Score: -16351290.000000 Penalty: 3899.320801
	Iteration 16Q: 3 clusters Score -1.635129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 162198 members 
Entering Unmasked Estep 
Score: -16351313.000000 Penalty: 3899.320801
	Iteration 17Q: 3 clusters Score -1.635131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 162198 members 
Entering Unmasked Estep 
Score: -16351315.000000 Penalty: 3899.320801
	Iteration 18Q: 3 clusters Score -1.635132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 162199 members 
Entering Unmasked Estep 
Score: -16351315.000000 Penalty: 3899.320801
	Iteration 19Q: 3 clusters Score -1.635132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 162201 members 
Entering Unmasked Estep 
Score: -16351324.000000 Penalty: 3899.320801
	Iteration 20F: 3 clusters Score -1.635132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 162199 members 
Entering Unmasked Estep 
Score: -16351323.000000 Penalty: 3899.320801
	Iteration 21Q: 3 clusters Score -1.635132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 162200 members 
Entering Unmasked Estep 
Score: -16351320.000000 Penalty: 3899.320801
	Iteration 22Q: 3 clusters Score -1.635132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 162200 members 
Entering Unmasked Estep 
Score: -16351329.000000 Penalty: 3899.320801
	Iteration 23Q: 3 clusters Score -1.635133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 162200 members 
Entering Unmasked Estep 
Score: -16351331.000000 Penalty: 3899.320801
	Iteration 24Q: 3 clusters Score -1.635133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 162199 members 
Entering Unmasked Estep 
Score: -16351332.000000 Penalty: 3899.320801
	Iteration 25Q: 3 clusters Score -1.635133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 162199 members 
Entering Unmasked Estep 
Score: -16351330.000000 Penalty: 3899.320801
	Iteration 26Q: 3 clusters Score -1.635133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 162199 members 
Entering Unmasked Estep 
Score: -16351333.000000 Penalty: 3899.320801
	Iteration 27Q: 3 clusters Score -1.635133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 162200 members 
Entering Unmasked Estep 
Score: -16351336.000000 Penalty: 3899.320801
	Iteration 28Q: 3 clusters Score -1.635134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 162201 members 
Entering Unmasked Estep 
Score: -16351337.000000 Penalty: 3899.320801
	Iteration 29Q: 3 clusters Score -1.635134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 162201 members 
Entering Unmasked Estep 
Score: -16351337.000000 Penalty: 3899.320801
	Iteration 30F: 3 clusters Score -1.635134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (165251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165251 members 
Entering Unmasked Estep 
Score: -16971942.000000 Penalty: 1952.473389
	Iteration 0F: 2 clusters Score -1.697194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82778 members 
Mstep: Class 2 contains 82473 members 
Entering Unmasked Estep 
Score: -16867448.000000 Penalty: 3904.946777
	Iteration 0F: 3 clusters Score -1.686745e+07 nChanged 79729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86225 members 
Mstep: Class 2 contains 79026 members 
Entering Unmasked Estep 
Score: -16914472.000000 Penalty: 3904.946777
	Iteration 1F: 3 clusters Score -1.691447e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88591 members 
Mstep: Class 2 contains 76660 members 
Entering Unmasked Estep 
Score: -16915826.000000 Penalty: 3904.946777
	Iteration 2Q: 3 clusters Score -1.691583e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92449 members 
Mstep: Class 2 contains 72802 members 
Entering Unmasked Estep 
Score: -16917872.000000 Penalty: 3904.946777
	Iteration 3Q: 3 clusters Score -1.691787e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98576 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -16921346.000000 Penalty: 3904.946777
	Iteration 4Q: 3 clusters Score -1.692135e+07 nChanged 10504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107642 members 
Mstep: Class 2 contains 57609 members 
Entering Unmasked Estep 
Score: -16927658.000000 Penalty: 3904.946777
	Iteration 5F: 3 clusters Score -1.692766e+07 nChanged 13076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119636 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -16937692.000000 Penalty: 3904.946777
	Iteration 6F: 3 clusters Score -1.693769e+07 nChanged 14330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133322 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -16950334.000000 Penalty: 3904.946777
	Iteration 7F: 3 clusters Score -1.695033e+07 nChanged 12396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145314 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -16961742.000000 Penalty: 3904.946777
	Iteration 8F: 3 clusters Score -1.696174e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153149 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -16967740.000000 Penalty: 3904.946777
	Iteration 9Q: 3 clusters Score -1.696774e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157527 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -16970102.000000 Penalty: 3904.946777
	Iteration 10Q: 3 clusters Score -1.69701e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159856 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -16971028.000000 Penalty: 3904.946777
	Iteration 11Q: 3 clusters Score -1.697103e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161171 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -16971364.000000 Penalty: 3904.946777
	Iteration 12Q: 3 clusters Score -1.697136e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161989 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -16971520.000000 Penalty: 3904.946777
	Iteration 13Q: 3 clusters Score -1.697152e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162519 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -16971480.000000 Penalty: 3904.946777
	Iteration 14Q: 3 clusters Score -1.697148e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162899 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -16971440.000000 Penalty: 3904.946777
	Iteration 15Q: 3 clusters Score -1.697144e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163173 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -16971388.000000 Penalty: 3904.946777
	Iteration 16Q: 3 clusters Score -1.697139e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163370 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -16971404.000000 Penalty: 3904.946777
	Iteration 17Q: 3 clusters Score -1.69714e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163512 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -16971422.000000 Penalty: 3904.946777
	Iteration 18Q: 3 clusters Score -1.697142e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163628 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -16971430.000000 Penalty: 3904.946777
	Iteration 19Q: 3 clusters Score -1.697143e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163709 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -16971398.000000 Penalty: 3904.946777
	Iteration 20F: 3 clusters Score -1.69714e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163781 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -16971378.000000 Penalty: 3904.946777
	Iteration 21Q: 3 clusters Score -1.697138e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163839 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -16971390.000000 Penalty: 3904.946777
	Iteration 22Q: 3 clusters Score -1.697139e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163879 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -16971384.000000 Penalty: 3904.946777
	Iteration 23Q: 3 clusters Score -1.697138e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163919 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -16971352.000000 Penalty: 3904.946777
	Iteration 24Q: 3 clusters Score -1.697135e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163950 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -16971364.000000 Penalty: 3904.946777
	Iteration 25Q: 3 clusters Score -1.697136e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163977 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -16971340.000000 Penalty: 3904.946777
	Iteration 26Q: 3 clusters Score -1.697134e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164003 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -16971344.000000 Penalty: 3904.946777
	Iteration 27Q: 3 clusters Score -1.697134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164021 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -16971352.000000 Penalty: 3904.946777
	Iteration 28Q: 3 clusters Score -1.697135e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164036 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -16971352.000000 Penalty: 3904.946777
	Iteration 29Q: 3 clusters Score -1.697135e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164049 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -16971326.000000 Penalty: 3904.946777
	Iteration 30Q: 3 clusters Score -1.697133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164059 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -16971324.000000 Penalty: 3904.946777
	Iteration 31Q: 3 clusters Score -1.697132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164070 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -16971344.000000 Penalty: 3904.946777
	Iteration 32Q: 3 clusters Score -1.697134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164075 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -16971348.000000 Penalty: 3904.946777
	Iteration 33Q: 3 clusters Score -1.697135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164080 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -16971338.000000 Penalty: 3904.946777
	Iteration 34Q: 3 clusters Score -1.697134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164088 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -16971332.000000 Penalty: 3904.946777
	Iteration 35Q: 3 clusters Score -1.697133e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164100 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -16971312.000000 Penalty: 3904.946777
	Iteration 36Q: 3 clusters Score -1.697131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164110 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -16971296.000000 Penalty: 3904.946777
	Iteration 37Q: 3 clusters Score -1.69713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164116 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -16971280.000000 Penalty: 3904.946777
	Iteration 38Q: 3 clusters Score -1.697128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164120 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -16971270.000000 Penalty: 3904.946777
	Iteration 39Q: 3 clusters Score -1.697127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164123 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -16971272.000000 Penalty: 3904.946777
	Iteration 40F: 3 clusters Score -1.697127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164124 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -16971290.000000 Penalty: 3904.946777
	Iteration 41Q: 3 clusters Score -1.697129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164127 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -16971282.000000 Penalty: 3904.946777
	Iteration 42Q: 3 clusters Score -1.697128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164129 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -16971288.000000 Penalty: 3904.946777
	Iteration 43Q: 3 clusters Score -1.697129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164134 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -16971284.000000 Penalty: 3904.946777
	Iteration 44Q: 3 clusters Score -1.697128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164138 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -16971294.000000 Penalty: 3904.946777
	Iteration 45Q: 3 clusters Score -1.697129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164143 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -16971292.000000 Penalty: 3904.946777
	Iteration 46Q: 3 clusters Score -1.697129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164147 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -16971288.000000 Penalty: 3904.946777
	Iteration 47Q: 3 clusters Score -1.697129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164151 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -16971284.000000 Penalty: 3904.946777
	Iteration 48Q: 3 clusters Score -1.697128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164151 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -16971284.000000 Penalty: 3904.946777
	Iteration 49F: 3 clusters Score -1.697128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Entering Unmasked Estep 
Score: -1553441.000000 Penalty: 1563.141479
	Iteration 0F: 2 clusters Score -1553441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1542986.750000 Penalty: 3126.282959
	Iteration 0F: 3 clusters Score -1542987 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1546654.250000 Penalty: 3126.282959
	Iteration 1F: 3 clusters Score -1546654 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1547001.750000 Penalty: 3126.282959
	Iteration 2F: 3 clusters Score -1547002 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1547368.000000 Penalty: 3126.282959
	Iteration 3F: 3 clusters Score -1547368 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1547757.000000 Penalty: 3126.282959
	Iteration 4F: 3 clusters Score -1547757 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1548221.250000 Penalty: 3126.282959
	Iteration 5F: 3 clusters Score -1548221 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1548774.250000 Penalty: 3126.282959
	Iteration 6F: 3 clusters Score -1548774 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1549436.375000 Penalty: 3126.282959
	Iteration 7F: 3 clusters Score -1549436 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1550224.875000 Penalty: 3126.282959
	Iteration 8F: 3 clusters Score -1550225 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1550906.250000 Penalty: 3126.282959
	Iteration 9F: 3 clusters Score -1550906 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1551425.000000 Penalty: 3126.282959
	Iteration 10Q: 3 clusters Score -1551425 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1551723.750000 Penalty: 3126.282959
	Iteration 11Q: 3 clusters Score -1551724 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1551891.375000 Penalty: 3126.282959
	Iteration 12Q: 3 clusters Score -1551891 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1551978.000000 Penalty: 3126.282959
	Iteration 13Q: 3 clusters Score -1551978 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1552018.000000 Penalty: 3126.282959
	Iteration 14Q: 3 clusters Score -1552018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1552052.750000 Penalty: 3126.282959
	Iteration 15Q: 3 clusters Score -1552053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1552080.250000 Penalty: 3126.282959
	Iteration 16Q: 3 clusters Score -1552080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1552092.375000 Penalty: 3126.282959
	Iteration 17Q: 3 clusters Score -1552092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1552101.250000 Penalty: 3126.282959
	Iteration 18Q: 3 clusters Score -1552101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1552110.000000 Penalty: 3126.282959
	Iteration 19Q: 3 clusters Score -1552110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1552117.375000 Penalty: 3126.282959
	Iteration 20F: 3 clusters Score -1552117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1552122.125000 Penalty: 3126.282959
	Iteration 21Q: 3 clusters Score -1552122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1552124.000000 Penalty: 3126.282959
	Iteration 22Q: 3 clusters Score -1552124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1552124.000000 Penalty: 3126.282959
	Iteration 23F: 3 clusters Score -1552124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Entering Unmasked Estep 
Score: -829412.625000 Penalty: 1465.616821
	Iteration 0F: 2 clusters Score -829412.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -823400.000000 Penalty: 2931.233643
	Iteration 0F: 3 clusters Score -823400 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -825268.437500 Penalty: 2931.233643
	Iteration 1F: 3 clusters Score -825268.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -825503.062500 Penalty: 2931.233643
	Iteration 2F: 3 clusters Score -825503.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -825701.062500 Penalty: 2931.233643
	Iteration 3F: 3 clusters Score -825701.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -825934.312500 Penalty: 2931.233643
	Iteration 4F: 3 clusters Score -825934.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -826187.812500 Penalty: 2931.233643
	Iteration 5F: 3 clusters Score -826187.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -826459.000000 Penalty: 2931.233643
	Iteration 6F: 3 clusters Score -826459 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -826752.437500 Penalty: 2931.233643
	Iteration 7F: 3 clusters Score -826752.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -827034.312500 Penalty: 2931.233643
	Iteration 8F: 3 clusters Score -827034.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -827325.250000 Penalty: 2931.233643
	Iteration 9Q: 3 clusters Score -827325.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -827558.937500 Penalty: 2931.233643
	Iteration 10Q: 3 clusters Score -827558.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -827732.937500 Penalty: 2931.233643
	Iteration 11Q: 3 clusters Score -827732.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -827866.375000 Penalty: 2931.233643
	Iteration 12Q: 3 clusters Score -827866.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -827954.937500 Penalty: 2931.233643
	Iteration 13Q: 3 clusters Score -827954.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -828023.937500 Penalty: 2931.233643
	Iteration 14Q: 3 clusters Score -828023.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -828068.625000 Penalty: 2931.233643
	Iteration 15Q: 3 clusters Score -828068.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -828103.750000 Penalty: 2931.233643
	Iteration 16Q: 3 clusters Score -828103.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -828132.562500 Penalty: 2931.233643
	Iteration 17Q: 3 clusters Score -828132.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -828158.687500 Penalty: 2931.233643
	Iteration 18Q: 3 clusters Score -828158.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -828174.062500 Penalty: 2931.233643
	Iteration 19Q: 3 clusters Score -828174.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -828194.750000 Penalty: 2931.233643
	Iteration 20F: 3 clusters Score -828194.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -828214.625000 Penalty: 2931.233643
	Iteration 21Q: 3 clusters Score -828214.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -828229.125000 Penalty: 2931.233643
	Iteration 22Q: 3 clusters Score -828229.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -828237.562500 Penalty: 2931.233643
	Iteration 23Q: 3 clusters Score -828237.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -828251.437500 Penalty: 2931.233643
	Iteration 24Q: 3 clusters Score -828251.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -828261.687500 Penalty: 2931.233643
	Iteration 25Q: 3 clusters Score -828261.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -828268.937500 Penalty: 2931.233643
	Iteration 26Q: 3 clusters Score -828268.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -828287.875000 Penalty: 2931.233643
	Iteration 27Q: 3 clusters Score -828287.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -828301.187500 Penalty: 2931.233643
	Iteration 28Q: 3 clusters Score -828301.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -828309.125000 Penalty: 2931.233643
	Iteration 29Q: 3 clusters Score -828309.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -828319.687500 Penalty: 2931.233643
	Iteration 30Q: 3 clusters Score -828319.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -828326.937500 Penalty: 2931.233643
	Iteration 31Q: 3 clusters Score -828326.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -828330.312500 Penalty: 2931.233643
	Iteration 32Q: 3 clusters Score -828330.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -828336.500000 Penalty: 2931.233643
	Iteration 33Q: 3 clusters Score -828336.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -828339.812500 Penalty: 2931.233643
	Iteration 34Q: 3 clusters Score -828339.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -828342.500000 Penalty: 2931.233643
	Iteration 35Q: 3 clusters Score -828342.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -828345.437500 Penalty: 2931.233643
	Iteration 36Q: 3 clusters Score -828345.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -828348.437500 Penalty: 2931.233643
	Iteration 37Q: 3 clusters Score -828348.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -828349.750000 Penalty: 2931.233643
	Iteration 38Q: 3 clusters Score -828349.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -828351.125000 Penalty: 2931.233643
	Iteration 39Q: 3 clusters Score -828351.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -828354.687500 Penalty: 2931.233643
	Iteration 40F: 3 clusters Score -828354.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -828358.750000 Penalty: 2931.233643
	Iteration 41Q: 3 clusters Score -828358.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -828360.312500 Penalty: 2931.233643
	Iteration 42Q: 3 clusters Score -828360.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -828364.500000 Penalty: 2931.233643
	Iteration 43Q: 3 clusters Score -828364.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -828365.375000 Penalty: 2931.233643
	Iteration 44Q: 3 clusters Score -828365.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -828365.125000 Penalty: 2931.233643
	Iteration 45Q: 3 clusters Score -828365.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -828366.500000 Penalty: 2931.233643
	Iteration 46Q: 3 clusters Score -828366.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -828366.562500 Penalty: 2931.233643
	Iteration 47Q: 3 clusters Score -828366.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -828366.312500 Penalty: 2931.233643
	Iteration 48Q: 3 clusters Score -828366.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -828366.312500 Penalty: 2931.233643
	Iteration 49F: 3 clusters Score -828366.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (83196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83196 members 
Entering Unmasked Estep 
Score: -8543759.000000 Penalty: 1840.955078
	Iteration 0F: 2 clusters Score -8543759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -8488290.000000 Penalty: 3681.910156
	Iteration 0F: 3 clusters Score -8488290 nChanged 39659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -8511031.000000 Penalty: 3681.910156
	Iteration 1F: 3 clusters Score -8511031 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -8511570.000000 Penalty: 3681.910156
	Iteration 2Q: 3 clusters Score -8511570 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -8512163.000000 Penalty: 3681.910156
	Iteration 3Q: 3 clusters Score -8512163 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -8512845.000000 Penalty: 3681.910156
	Iteration 4Q: 3 clusters Score -8512845 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -8513950.000000 Penalty: 3681.910156
	Iteration 5Q: 3 clusters Score -8513950 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -8516031.000000 Penalty: 3681.910156
	Iteration 6Q: 3 clusters Score -8516031 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -8519635.000000 Penalty: 3681.910156
	Iteration 7F: 3 clusters Score -8519635 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65586 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -8525441.000000 Penalty: 3681.910156
	Iteration 8F: 3 clusters Score -8525441 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72874 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -8532389.000000 Penalty: 3681.910156
	Iteration 9F: 3 clusters Score -8532389 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78555 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -8537854.000000 Penalty: 3681.910156
	Iteration 10F: 3 clusters Score -8537854 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81559 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8540651.000000 Penalty: 3681.910156
	Iteration 11Q: 3 clusters Score -8540651 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82634 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8541586.000000 Penalty: 3681.910156
	Iteration 12Q: 3 clusters Score -8541586 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82937 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8541914.000000 Penalty: 3681.910156
	Iteration 13Q: 3 clusters Score -8541914 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83005 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8541999.000000 Penalty: 3681.910156
	Iteration 14Q: 3 clusters Score -8541999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83029 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8542050.000000 Penalty: 3681.910156
	Iteration 15Q: 3 clusters Score -8542050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83039 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8542101.000000 Penalty: 3681.910156
	Iteration 16Q: 3 clusters Score -8542101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83047 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8542117.000000 Penalty: 3681.910156
	Iteration 17Q: 3 clusters Score -8542117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83052 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8542135.000000 Penalty: 3681.910156
	Iteration 18Q: 3 clusters Score -8542135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83055 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8542149.000000 Penalty: 3681.910156
	Iteration 19Q: 3 clusters Score -8542149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83053 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8542148.000000 Penalty: 3681.910156
	Iteration 20F: 3 clusters Score -8542148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83052 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8542147.000000 Penalty: 3681.910156
	Iteration 21Q: 3 clusters Score -8542147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83052 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8542147.000000 Penalty: 3681.910156
	Iteration 22F: 3 clusters Score -8542147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (161621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161621 members 
Entering Unmasked Estep 
Score: -16621770.000000 Penalty: 1948.864014
	Iteration 0F: 2 clusters Score -1.662177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 80494 members 
Entering Unmasked Estep 
Score: -16517994.000000 Penalty: 3897.728027
	Iteration 0F: 3 clusters Score -1.651799e+07 nChanged 78143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86888 members 
Mstep: Class 2 contains 74733 members 
Entering Unmasked Estep 
Score: -16564484.000000 Penalty: 3897.728027
	Iteration 1F: 3 clusters Score -1.656448e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90899 members 
Mstep: Class 2 contains 70722 members 
Entering Unmasked Estep 
Score: -16566382.000000 Penalty: 3897.728027
	Iteration 2Q: 3 clusters Score -1.656638e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96927 members 
Mstep: Class 2 contains 64694 members 
Entering Unmasked Estep 
Score: -16569438.000000 Penalty: 3897.728027
	Iteration 3Q: 3 clusters Score -1.656944e+07 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105515 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -16574856.000000 Penalty: 3897.728027
	Iteration 4F: 3 clusters Score -1.657486e+07 nChanged 11847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116528 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -16583038.000000 Penalty: 3897.728027
	Iteration 5F: 3 clusters Score -1.658304e+07 nChanged 12390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128386 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -16592947.000000 Penalty: 3897.728027
	Iteration 6F: 3 clusters Score -1.659295e+07 nChanged 11083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139161 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -16602766.000000 Penalty: 3897.728027
	Iteration 7F: 3 clusters Score -1.660277e+07 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147399 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -16610224.000000 Penalty: 3897.728027
	Iteration 8F: 3 clusters Score -1.661022e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152672 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -16614698.000000 Penalty: 3897.728027
	Iteration 9Q: 3 clusters Score -1.66147e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155732 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -16617163.000000 Penalty: 3897.728027
	Iteration 10Q: 3 clusters Score -1.661716e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157480 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -16618513.000000 Penalty: 3897.728027
	Iteration 11Q: 3 clusters Score -1.661851e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158445 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -16619133.000000 Penalty: 3897.728027
	Iteration 12Q: 3 clusters Score -1.661913e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159044 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -16619518.000000 Penalty: 3897.728027
	Iteration 13Q: 3 clusters Score -1.661952e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159417 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -16619709.000000 Penalty: 3897.728027
	Iteration 14Q: 3 clusters Score -1.661971e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159667 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -16619837.000000 Penalty: 3897.728027
	Iteration 15Q: 3 clusters Score -1.661984e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159853 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -16619952.000000 Penalty: 3897.728027
	Iteration 16Q: 3 clusters Score -1.661995e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160005 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -16620043.000000 Penalty: 3897.728027
	Iteration 17Q: 3 clusters Score -1.662004e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160128 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -16620090.000000 Penalty: 3897.728027
	Iteration 18Q: 3 clusters Score -1.662009e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160229 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -16620115.000000 Penalty: 3897.728027
	Iteration 19Q: 3 clusters Score -1.662012e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160301 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -16620140.000000 Penalty: 3897.728027
	Iteration 20F: 3 clusters Score -1.662014e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160364 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -16620171.000000 Penalty: 3897.728027
	Iteration 21Q: 3 clusters Score -1.662017e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160413 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -16620184.000000 Penalty: 3897.728027
	Iteration 22Q: 3 clusters Score -1.662018e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160462 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -16620181.000000 Penalty: 3897.728027
	Iteration 23Q: 3 clusters Score -1.662018e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160503 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -16620186.000000 Penalty: 3897.728027
	Iteration 24Q: 3 clusters Score -1.662019e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160521 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -16620192.000000 Penalty: 3897.728027
	Iteration 25Q: 3 clusters Score -1.662019e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160537 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -16620199.000000 Penalty: 3897.728027
	Iteration 26Q: 3 clusters Score -1.66202e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160550 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -16620204.000000 Penalty: 3897.728027
	Iteration 27Q: 3 clusters Score -1.66202e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160566 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -16620212.000000 Penalty: 3897.728027
	Iteration 28Q: 3 clusters Score -1.662021e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160573 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -16620223.000000 Penalty: 3897.728027
	Iteration 29Q: 3 clusters Score -1.662022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160581 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -16620227.000000 Penalty: 3897.728027
	Iteration 30Q: 3 clusters Score -1.662023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160588 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -16620231.000000 Penalty: 3897.728027
	Iteration 31Q: 3 clusters Score -1.662023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160590 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -16620236.000000 Penalty: 3897.728027
	Iteration 32Q: 3 clusters Score -1.662024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160600 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -16620231.000000 Penalty: 3897.728027
	Iteration 33Q: 3 clusters Score -1.662023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160606 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -16620236.000000 Penalty: 3897.728027
	Iteration 34Q: 3 clusters Score -1.662024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160608 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -16620243.000000 Penalty: 3897.728027
	Iteration 35Q: 3 clusters Score -1.662024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160612 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -16620247.000000 Penalty: 3897.728027
	Iteration 36Q: 3 clusters Score -1.662025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160613 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -16620239.000000 Penalty: 3897.728027
	Iteration 37Q: 3 clusters Score -1.662024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160613 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -16620246.000000 Penalty: 3897.728027
	Iteration 38Q: 3 clusters Score -1.662025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160614 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -16620234.000000 Penalty: 3897.728027
	Iteration 39Q: 3 clusters Score -1.662023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160615 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -16620228.000000 Penalty: 3897.728027
	Iteration 40F: 3 clusters Score -1.662023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160616 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -16620231.000000 Penalty: 3897.728027
	Iteration 41Q: 3 clusters Score -1.662023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160618 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -16620237.000000 Penalty: 3897.728027
	Iteration 42Q: 3 clusters Score -1.662024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160618 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -16620237.000000 Penalty: 3897.728027
	Iteration 43F: 3 clusters Score -1.662024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -250626.703125 Penalty: 1257.858032
	Iteration 0F: 2 clusters Score -250626.7 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 1136 members 
Entering Unmasked Estep 
Score: -248318.250000 Penalty: 2515.716064
	Iteration 0F: 3 clusters Score -248318.2 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -248796.312500 Penalty: 2515.716064
	Iteration 1F: 3 clusters Score -248796.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -248912.109375 Penalty: 2515.716064
	Iteration 2F: 3 clusters Score -248912.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -248979.234375 Penalty: 2515.716064
	Iteration 3Q: 3 clusters Score -248979.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -249014.296875 Penalty: 2515.716064
	Iteration 4Q: 3 clusters Score -249014.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -249038.593750 Penalty: 2515.716064
	Iteration 5Q: 3 clusters Score -249038.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -249055.656250 Penalty: 2515.716064
	Iteration 6Q: 3 clusters Score -249055.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -249066.968750 Penalty: 2515.716064
	Iteration 7Q: 3 clusters Score -249067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -249073.937500 Penalty: 2515.716064
	Iteration 8Q: 3 clusters Score -249073.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -249078.734375 Penalty: 2515.716064
	Iteration 9Q: 3 clusters Score -249078.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -249082.343750 Penalty: 2515.716064
	Iteration 10Q: 3 clusters Score -249082.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -249085.203125 Penalty: 2515.716064
	Iteration 11Q: 3 clusters Score -249085.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -249087.218750 Penalty: 2515.716064
	Iteration 12Q: 3 clusters Score -249087.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -249088.062500 Penalty: 2515.716064
	Iteration 13Q: 3 clusters Score -249088.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -249089.671875 Penalty: 2515.716064
	Iteration 14Q: 3 clusters Score -249089.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -249092.140625 Penalty: 2515.716064
	Iteration 15Q: 3 clusters Score -249092.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -249093.171875 Penalty: 2515.716064
	Iteration 16Q: 3 clusters Score -249093.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -249093.171875 Penalty: 2515.716064
	Iteration 17F: 3 clusters Score -249093.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (147238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147238 members 
Entering Unmasked Estep 
Score: -14960355.000000 Penalty: 1933.718506
	Iteration 0F: 2 clusters Score -1.496036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73575 members 
Mstep: Class 2 contains 73663 members 
Entering Unmasked Estep 
Score: -14862522.000000 Penalty: 3867.437012
	Iteration 0F: 3 clusters Score -1.486252e+07 nChanged 70934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72091 members 
Mstep: Class 2 contains 75147 members 
Entering Unmasked Estep 
Score: -14904257.000000 Penalty: 3867.437012
	Iteration 1F: 3 clusters Score -1.490426e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71043 members 
Mstep: Class 2 contains 76195 members 
Entering Unmasked Estep 
Score: -14905737.000000 Penalty: 3867.437012
	Iteration 2Q: 3 clusters Score -1.490574e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69468 members 
Mstep: Class 2 contains 77770 members 
Entering Unmasked Estep 
Score: -14907642.000000 Penalty: 3867.437012
	Iteration 3Q: 3 clusters Score -1.490764e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66986 members 
Mstep: Class 2 contains 80252 members 
Entering Unmasked Estep 
Score: -14910339.000000 Penalty: 3867.437012
	Iteration 4Q: 3 clusters Score -1.491034e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63415 members 
Mstep: Class 2 contains 83823 members 
Entering Unmasked Estep 
Score: -14914076.000000 Penalty: 3867.437012
	Iteration 5F: 3 clusters Score -1.491408e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58824 members 
Mstep: Class 2 contains 88414 members 
Entering Unmasked Estep 
Score: -14919335.000000 Penalty: 3867.437012
	Iteration 6F: 3 clusters Score -1.491934e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 93898 members 
Entering Unmasked Estep 
Score: -14925893.000000 Penalty: 3867.437012
	Iteration 7F: 3 clusters Score -1.492589e+07 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 99382 members 
Entering Unmasked Estep 
Score: -14932514.000000 Penalty: 3867.437012
	Iteration 8F: 3 clusters Score -1.493251e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 103997 members 
Entering Unmasked Estep 
Score: -14937541.000000 Penalty: 3867.437012
	Iteration 9F: 3 clusters Score -1.493754e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 107789 members 
Entering Unmasked Estep 
Score: -14940619.000000 Penalty: 3867.437012
	Iteration 10Q: 3 clusters Score -1.494062e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 111219 members 
Entering Unmasked Estep 
Score: -14942665.000000 Penalty: 3867.437012
	Iteration 11Q: 3 clusters Score -1.494266e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 114601 members 
Entering Unmasked Estep 
Score: -14944325.000000 Penalty: 3867.437012
	Iteration 12Q: 3 clusters Score -1.494432e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 117855 members 
Entering Unmasked Estep 
Score: -14945884.000000 Penalty: 3867.437012
	Iteration 13Q: 3 clusters Score -1.494588e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 120975 members 
Entering Unmasked Estep 
Score: -14947313.000000 Penalty: 3867.437012
	Iteration 14Q: 3 clusters Score -1.494731e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 124047 members 
Entering Unmasked Estep 
Score: -14948709.000000 Penalty: 3867.437012
	Iteration 15Q: 3 clusters Score -1.494871e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 126906 members 
Entering Unmasked Estep 
Score: -14950076.000000 Penalty: 3867.437012
	Iteration 16Q: 3 clusters Score -1.495008e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 129625 members 
Entering Unmasked Estep 
Score: -14951428.000000 Penalty: 3867.437012
	Iteration 17Q: 3 clusters Score -1.495143e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 131999 members 
Entering Unmasked Estep 
Score: -14952627.000000 Penalty: 3867.437012
	Iteration 18Q: 3 clusters Score -1.495263e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 134171 members 
Entering Unmasked Estep 
Score: -14953680.000000 Penalty: 3867.437012
	Iteration 19Q: 3 clusters Score -1.495368e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 136142 members 
Entering Unmasked Estep 
Score: -14954633.000000 Penalty: 3867.437012
	Iteration 20F: 3 clusters Score -1.495463e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 137919 members 
Entering Unmasked Estep 
Score: -14955506.000000 Penalty: 3867.437012
	Iteration 21Q: 3 clusters Score -1.495551e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 139416 members 
Entering Unmasked Estep 
Score: -14956288.000000 Penalty: 3867.437012
	Iteration 22Q: 3 clusters Score -1.495629e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 140676 members 
Entering Unmasked Estep 
Score: -14956836.000000 Penalty: 3867.437012
	Iteration 23Q: 3 clusters Score -1.495684e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 141762 members 
Entering Unmasked Estep 
Score: -14957302.000000 Penalty: 3867.437012
	Iteration 24Q: 3 clusters Score -1.49573e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 142622 members 
Entering Unmasked Estep 
Score: -14957628.000000 Penalty: 3867.437012
	Iteration 25Q: 3 clusters Score -1.495763e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 143356 members 
Entering Unmasked Estep 
Score: -14957905.000000 Penalty: 3867.437012
	Iteration 26Q: 3 clusters Score -1.49579e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 143997 members 
Entering Unmasked Estep 
Score: -14958133.000000 Penalty: 3867.437012
	Iteration 27Q: 3 clusters Score -1.495813e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 144507 members 
Entering Unmasked Estep 
Score: -14958352.000000 Penalty: 3867.437012
	Iteration 28Q: 3 clusters Score -1.495835e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 144928 members 
Entering Unmasked Estep 
Score: -14958575.000000 Penalty: 3867.437012
	Iteration 29Q: 3 clusters Score -1.495858e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 145254 members 
Entering Unmasked Estep 
Score: -14958626.000000 Penalty: 3867.437012
	Iteration 30Q: 3 clusters Score -1.495863e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 145508 members 
Entering Unmasked Estep 
Score: -14958710.000000 Penalty: 3867.437012
	Iteration 31Q: 3 clusters Score -1.495871e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 145708 members 
Entering Unmasked Estep 
Score: -14958747.000000 Penalty: 3867.437012
	Iteration 32Q: 3 clusters Score -1.495875e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 145861 members 
Entering Unmasked Estep 
Score: -14958800.000000 Penalty: 3867.437012
	Iteration 33Q: 3 clusters Score -1.49588e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 145988 members 
Entering Unmasked Estep 
Score: -14958845.000000 Penalty: 3867.437012
	Iteration 34Q: 3 clusters Score -1.495884e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 146063 members 
Entering Unmasked Estep 
Score: -14958835.000000 Penalty: 3867.437012
	Iteration 35Q: 3 clusters Score -1.495884e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 146138 members 
Entering Unmasked Estep 
Score: -14958823.000000 Penalty: 3867.437012
	Iteration 36Q: 3 clusters Score -1.495882e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 146200 members 
Entering Unmasked Estep 
Score: -14958832.000000 Penalty: 3867.437012
	Iteration 37Q: 3 clusters Score -1.495883e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 146270 members 
Entering Unmasked Estep 
Score: -14958865.000000 Penalty: 3867.437012
	Iteration 38Q: 3 clusters Score -1.495886e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 146317 members 
Entering Unmasked Estep 
Score: -14958887.000000 Penalty: 3867.437012
	Iteration 39Q: 3 clusters Score -1.495889e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 146343 members 
Entering Unmasked Estep 
Score: -14958901.000000 Penalty: 3867.437012
	Iteration 40F: 3 clusters Score -1.49589e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 146365 members 
Entering Unmasked Estep 
Score: -14958906.000000 Penalty: 3867.437012
	Iteration 41Q: 3 clusters Score -1.495891e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 146381 members 
Entering Unmasked Estep 
Score: -14958905.000000 Penalty: 3867.437012
	Iteration 42Q: 3 clusters Score -1.49589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 146392 members 
Entering Unmasked Estep 
Score: -14958903.000000 Penalty: 3867.437012
	Iteration 43Q: 3 clusters Score -1.49589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 146399 members 
Entering Unmasked Estep 
Score: -14958906.000000 Penalty: 3867.437012
	Iteration 44Q: 3 clusters Score -1.495891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 146403 members 
Entering Unmasked Estep 
Score: -14958895.000000 Penalty: 3867.437012
	Iteration 45Q: 3 clusters Score -1.49589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 146414 members 
Entering Unmasked Estep 
Score: -14958916.000000 Penalty: 3867.437012
	Iteration 46Q: 3 clusters Score -1.495892e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 146426 members 
Entering Unmasked Estep 
Score: -14958906.000000 Penalty: 3867.437012
	Iteration 47Q: 3 clusters Score -1.495891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 146436 members 
Entering Unmasked Estep 
Score: -14958904.000000 Penalty: 3867.437012
	Iteration 48Q: 3 clusters Score -1.49589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 146438 members 
Entering Unmasked Estep 
Score: -14958906.000000 Penalty: 3867.437012
	Iteration 49Q: 3 clusters Score -1.495891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 146441 members 
Entering Unmasked Estep 
Score: -14958905.000000 Penalty: 3867.437012
	Iteration 50Q: 3 clusters Score -1.49589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 146444 members 
Entering Unmasked Estep 
Score: -14958899.000000 Penalty: 3867.437012
	Iteration 51Q: 3 clusters Score -1.49589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 146447 members 
Entering Unmasked Estep 
Score: -14958911.000000 Penalty: 3867.437012
	Iteration 52Q: 3 clusters Score -1.495891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 146455 members 
Entering Unmasked Estep 
Score: -14958900.000000 Penalty: 3867.437012
	Iteration 53Q: 3 clusters Score -1.49589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 146464 members 
Entering Unmasked Estep 
Score: -14958913.000000 Penalty: 3867.437012
	Iteration 54Q: 3 clusters Score -1.495891e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 146474 members 
Entering Unmasked Estep 
Score: -14958905.000000 Penalty: 3867.437012
	Iteration 55Q: 3 clusters Score -1.49589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 146482 members 
Entering Unmasked Estep 
Score: -14958906.000000 Penalty: 3867.437012
	Iteration 56Q: 3 clusters Score -1.495891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 146486 members 
Entering Unmasked Estep 
Score: -14958916.000000 Penalty: 3867.437012
	Iteration 57Q: 3 clusters Score -1.495892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 146493 members 
Entering Unmasked Estep 
Score: -14958918.000000 Penalty: 3867.437012
	Iteration 58Q: 3 clusters Score -1.495892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 146497 members 
Entering Unmasked Estep 
Score: -14958924.000000 Penalty: 3867.437012
	Iteration 59Q: 3 clusters Score -1.495892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 146500 members 
Entering Unmasked Estep 
Score: -14958930.000000 Penalty: 3867.437012
	Iteration 60F: 3 clusters Score -1.495893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 3 contains 2925 members 
Mstep: Class 4 contains 158218 members 
Mstep: Class 5 contains 7635 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 152488 members 
Mstep: Class 11 contains 136164 members 
Mstep: Class 12 contains 54109 members 
Mstep: Class 14 contains 162415 members 
Mstep: Class 15 contains 165251 members 
Mstep: Class 16 contains 15053 members 
Mstep: Class 17 contains 8260 members 
Mstep: Class 19 contains 83196 members 
Mstep: Class 20 contains 161621 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 147238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960328.000000 Penalty: 36575.996094
Iteration 399Q: 17 clusters Score -1.279603e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 3 contains 2926 members 
Mstep: Class 4 contains 158196 members 
Mstep: Class 5 contains 7632 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 152521 members 
Mstep: Class 11 contains 136166 members 
Mstep: Class 12 contains 54111 members 
Mstep: Class 14 contains 162369 members 
Mstep: Class 15 contains 165329 members 
Mstep: Class 16 contains 15048 members 
Mstep: Class 17 contains 8249 members 
Mstep: Class 19 contains 83206 members 
Mstep: Class 20 contains 161615 members 
Mstep: Class 21 contains 2302 members 
Mstep: Class 22 contains 147207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960232.000000 Penalty: 36575.996094
Iteration 400F: 17 clusters Score -1.279602e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 3 contains 2926 members 
Mstep: Class 4 contains 158178 members 
Mstep: Class 5 contains 7629 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 152539 members 
Mstep: Class 11 contains 136163 members 
Mstep: Class 12 contains 54106 members 
Mstep: Class 14 contains 162327 members 
Mstep: Class 15 contains 165418 members 
Mstep: Class 16 contains 15041 members 
Mstep: Class 17 contains 8239 members 
Mstep: Class 19 contains 83204 members 
Mstep: Class 20 contains 161615 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 147190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960280.000000 Penalty: 36575.996094
Iteration 401Q: 17 clusters Score -1.279603e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 3 contains 2926 members 
Mstep: Class 4 contains 158158 members 
Mstep: Class 5 contains 7626 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 152547 members 
Mstep: Class 11 contains 136151 members 
Mstep: Class 12 contains 54096 members 
Mstep: Class 14 contains 162312 members 
Mstep: Class 15 contains 165504 members 
Mstep: Class 16 contains 15034 members 
Mstep: Class 17 contains 8222 members 
Mstep: Class 19 contains 83196 members 
Mstep: Class 20 contains 161620 members 
Mstep: Class 21 contains 2311 members 
Mstep: Class 22 contains 147178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960120.000000 Penalty: 36575.996094
Iteration 402Q: 17 clusters Score -1.279601e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 3 contains 2926 members 
Mstep: Class 4 contains 158131 members 
Mstep: Class 5 contains 7626 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 152558 members 
Mstep: Class 11 contains 136142 members 
Mstep: Class 12 contains 54084 members 
Mstep: Class 14 contains 162285 members 
Mstep: Class 15 contains 165615 members 
Mstep: Class 16 contains 15032 members 
Mstep: Class 17 contains 8198 members 
Mstep: Class 19 contains 83179 members 
Mstep: Class 20 contains 161617 members 
Mstep: Class 21 contains 2316 members 
Mstep: Class 22 contains 147171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960136.000000 Penalty: 36575.996094
Iteration 403Q: 17 clusters Score -1.279601e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 3 contains 2926 members 
Mstep: Class 4 contains 158113 members 
Mstep: Class 5 contains 7626 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 152558 members 
Mstep: Class 11 contains 136142 members 
Mstep: Class 12 contains 54075 members 
Mstep: Class 14 contains 162274 members 
Mstep: Class 15 contains 165703 members 
Mstep: Class 16 contains 15034 members 
Mstep: Class 17 contains 8166 members 
Mstep: Class 19 contains 83185 members 
Mstep: Class 20 contains 161602 members 
Mstep: Class 21 contains 2320 members 
Mstep: Class 22 contains 147156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960224.000000 Penalty: 36575.996094
Iteration 404Q: 17 clusters Score -1.279602e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 3 contains 2926 members 
Mstep: Class 4 contains 158093 members 
Mstep: Class 5 contains 7626 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 152557 members 
Mstep: Class 11 contains 136154 members 
Mstep: Class 12 contains 54063 members 
Mstep: Class 14 contains 162270 members 
Mstep: Class 15 contains 165777 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 8144 members 
Mstep: Class 19 contains 83196 members 
Mstep: Class 20 contains 161578 members 
Mstep: Class 21 contains 2320 members 
Mstep: Class 22 contains 147147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960272.000000 Penalty: 36575.996094
Iteration 405Q: 17 clusters Score -1.279603e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 3 contains 2926 members 
Mstep: Class 4 contains 158085 members 
Mstep: Class 5 contains 7626 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 152550 members 
Mstep: Class 11 contains 136150 members 
Mstep: Class 12 contains 54049 members 
Mstep: Class 14 contains 162271 members 
Mstep: Class 15 contains 165867 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 8121 members 
Mstep: Class 19 contains 83211 members 
Mstep: Class 20 contains 161556 members 
Mstep: Class 21 contains 2321 members 
Mstep: Class 22 contains 147125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960384.000000 Penalty: 36575.996094
Iteration 406Q: 17 clusters Score -1.279604e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 3 contains 2925 members 
Mstep: Class 4 contains 158088 members 
Mstep: Class 5 contains 7626 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 152544 members 
Mstep: Class 11 contains 136145 members 
Mstep: Class 12 contains 54042 members 
Mstep: Class 14 contains 162269 members 
Mstep: Class 15 contains 165945 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 8103 members 
Mstep: Class 19 contains 83209 members 
Mstep: Class 20 contains 161541 members 
Mstep: Class 21 contains 2319 members 
Mstep: Class 22 contains 147107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960528.000000 Penalty: 36575.996094
Iteration 407Q: 17 clusters Score -1.279605e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 3 contains 2925 members 
Mstep: Class 4 contains 158075 members 
Mstep: Class 5 contains 7626 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 152544 members 
Mstep: Class 11 contains 136143 members 
Mstep: Class 12 contains 54044 members 
Mstep: Class 14 contains 162259 members 
Mstep: Class 15 contains 166017 members 
Mstep: Class 16 contains 15025 members 
Mstep: Class 17 contains 8091 members 
Mstep: Class 19 contains 83217 members 
Mstep: Class 20 contains 161525 members 
Mstep: Class 21 contains 2321 members 
Mstep: Class 22 contains 147085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960496.000000 Penalty: 36575.996094
Iteration 408Q: 17 clusters Score -1.279605e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 3 contains 2926 members 
Mstep: Class 4 contains 158062 members 
Mstep: Class 5 contains 7626 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 152539 members 
Mstep: Class 11 contains 136148 members 
Mstep: Class 12 contains 54051 members 
Mstep: Class 14 contains 162264 members 
Mstep: Class 15 contains 166068 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 8073 members 
Mstep: Class 19 contains 83230 members 
Mstep: Class 20 contains 161499 members 
Mstep: Class 21 contains 2321 members 
Mstep: Class 22 contains 147065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960632.000000 Penalty: 36575.996094
Iteration 409Q: 17 clusters Score -1.279606e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 3 contains 2927 members 
Mstep: Class 4 contains 158050 members 
Mstep: Class 5 contains 7626 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 152530 members 
Mstep: Class 11 contains 136162 members 
Mstep: Class 12 contains 54058 members 
Mstep: Class 14 contains 162268 members 
Mstep: Class 15 contains 166123 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 8063 members 
Mstep: Class 19 contains 83237 members 
Mstep: Class 20 contains 161471 members 
Mstep: Class 21 contains 2321 members 
Mstep: Class 22 contains 147040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960624.000000 Penalty: 36575.996094
Iteration 410Q: 17 clusters Score -1.279606e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 3 contains 2928 members 
Mstep: Class 4 contains 158038 members 
Mstep: Class 5 contains 7626 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 152531 members 
Mstep: Class 11 contains 136166 members 
Mstep: Class 12 contains 54054 members 
Mstep: Class 14 contains 162264 members 
Mstep: Class 15 contains 166179 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 19 contains 83256 members 
Mstep: Class 20 contains 161449 members 
Mstep: Class 21 contains 2321 members 
Mstep: Class 22 contains 147014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960576.000000 Penalty: 36575.996094
Iteration 411Q: 17 clusters Score -1.279606e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 3 contains 2928 members 
Mstep: Class 4 contains 158028 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 152517 members 
Mstep: Class 11 contains 136180 members 
Mstep: Class 12 contains 54055 members 
Mstep: Class 14 contains 162248 members 
Mstep: Class 15 contains 166239 members 
Mstep: Class 16 contains 15027 members 
Mstep: Class 17 contains 8041 members 
Mstep: Class 19 contains 83281 members 
Mstep: Class 20 contains 161420 members 
Mstep: Class 21 contains 2321 members 
Mstep: Class 22 contains 146999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960512.000000 Penalty: 36575.996094
Iteration 412Q: 17 clusters Score -1.279605e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 3 contains 2927 members 
Mstep: Class 4 contains 158024 members 
Mstep: Class 5 contains 7626 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 152511 members 
Mstep: Class 11 contains 136189 members 
Mstep: Class 12 contains 54051 members 
Mstep: Class 14 contains 162215 members 
Mstep: Class 15 contains 166296 members 
Mstep: Class 16 contains 15024 members 
Mstep: Class 17 contains 8033 members 
Mstep: Class 19 contains 83308 members 
Mstep: Class 20 contains 161405 members 
Mstep: Class 21 contains 2321 members 
Mstep: Class 22 contains 146981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960456.000000 Penalty: 36575.996094
Iteration 413Q: 17 clusters Score -1.279605e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 3 contains 2927 members 
Mstep: Class 4 contains 158027 members 
Mstep: Class 5 contains 7626 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152501 members 
Mstep: Class 11 contains 136199 members 
Mstep: Class 12 contains 54048 members 
Mstep: Class 14 contains 162183 members 
Mstep: Class 15 contains 166356 members 
Mstep: Class 16 contains 15026 members 
Mstep: Class 17 contains 8027 members 
Mstep: Class 19 contains 83335 members 
Mstep: Class 20 contains 161377 members 
Mstep: Class 21 contains 2321 members 
Mstep: Class 22 contains 146960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960584.000000 Penalty: 36575.996094
Iteration 414Q: 17 clusters Score -1.279606e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 3 contains 2927 members 
Mstep: Class 4 contains 158025 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152497 members 
Mstep: Class 11 contains 136205 members 
Mstep: Class 12 contains 54038 members 
Mstep: Class 14 contains 162175 members 
Mstep: Class 15 contains 166405 members 
Mstep: Class 16 contains 15026 members 
Mstep: Class 17 contains 8024 members 
Mstep: Class 19 contains 83338 members 
Mstep: Class 20 contains 161356 members 
Mstep: Class 21 contains 2321 members 
Mstep: Class 22 contains 146951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960432.000000 Penalty: 36575.996094
Iteration 415Q: 17 clusters Score -1.279604e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 3 contains 2928 members 
Mstep: Class 4 contains 158018 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152497 members 
Mstep: Class 11 contains 136206 members 
Mstep: Class 12 contains 54027 members 
Mstep: Class 14 contains 162166 members 
Mstep: Class 15 contains 166463 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 8019 members 
Mstep: Class 19 contains 83338 members 
Mstep: Class 20 contains 161344 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 146934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960520.000000 Penalty: 36575.996094
Iteration 416Q: 17 clusters Score -1.279605e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 3 contains 2928 members 
Mstep: Class 4 contains 158008 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152494 members 
Mstep: Class 11 contains 136210 members 
Mstep: Class 12 contains 54021 members 
Mstep: Class 14 contains 162158 members 
Mstep: Class 15 contains 166510 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 8014 members 
Mstep: Class 19 contains 83341 members 
Mstep: Class 20 contains 161333 members 
Mstep: Class 21 contains 2324 members 
Mstep: Class 22 contains 146919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960472.000000 Penalty: 36575.996094
Iteration 417Q: 17 clusters Score -1.279605e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 3 contains 2928 members 
Mstep: Class 4 contains 157994 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152491 members 
Mstep: Class 11 contains 136209 members 
Mstep: Class 12 contains 54012 members 
Mstep: Class 14 contains 162152 members 
Mstep: Class 15 contains 166549 members 
Mstep: Class 16 contains 15029 members 
Mstep: Class 17 contains 8007 members 
Mstep: Class 19 contains 83361 members 
Mstep: Class 20 contains 161325 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 146906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960656.000000 Penalty: 36575.996094
Iteration 418Q: 17 clusters Score -1.279607e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 3 contains 2928 members 
Mstep: Class 4 contains 157992 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152490 members 
Mstep: Class 11 contains 136210 members 
Mstep: Class 12 contains 54001 members 
Mstep: Class 14 contains 162140 members 
Mstep: Class 15 contains 166582 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 7994 members 
Mstep: Class 19 contains 83382 members 
Mstep: Class 20 contains 161316 members 
Mstep: Class 21 contains 2327 members 
Mstep: Class 22 contains 146897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960424.000000 Penalty: 36575.996094
Iteration 419Q: 17 clusters Score -1.279604e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 3 contains 2929 members 
Mstep: Class 4 contains 157998 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152482 members 
Mstep: Class 11 contains 136208 members 
Mstep: Class 12 contains 53987 members 
Mstep: Class 14 contains 162133 members 
Mstep: Class 15 contains 166629 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 7978 members 
Mstep: Class 19 contains 83396 members 
Mstep: Class 20 contains 161303 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 146888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960520.000000 Penalty: 36575.996094
Iteration 420F: 17 clusters Score -1.279605e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 3 contains 2929 members 
Mstep: Class 4 contains 158001 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152477 members 
Mstep: Class 11 contains 136204 members 
Mstep: Class 12 contains 53972 members 
Mstep: Class 14 contains 162126 members 
Mstep: Class 15 contains 166672 members 
Mstep: Class 16 contains 15029 members 
Mstep: Class 17 contains 7969 members 
Mstep: Class 19 contains 83406 members 
Mstep: Class 20 contains 161301 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 146873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960400.000000 Penalty: 36575.996094
Iteration 421Q: 17 clusters Score -1.279604e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 3 contains 2930 members 
Mstep: Class 4 contains 157988 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152471 members 
Mstep: Class 11 contains 136201 members 
Mstep: Class 12 contains 53959 members 
Mstep: Class 14 contains 162117 members 
Mstep: Class 15 contains 166725 members 
Mstep: Class 16 contains 15027 members 
Mstep: Class 17 contains 7960 members 
Mstep: Class 19 contains 83413 members 
Mstep: Class 20 contains 161299 members 
Mstep: Class 21 contains 2334 members 
Mstep: Class 22 contains 146867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960472.000000 Penalty: 36575.996094
Iteration 422Q: 17 clusters Score -1.279605e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 3 contains 2930 members 
Mstep: Class 4 contains 157995 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152466 members 
Mstep: Class 11 contains 136199 members 
Mstep: Class 12 contains 53946 members 
Mstep: Class 14 contains 162120 members 
Mstep: Class 15 contains 166777 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 7950 members 
Mstep: Class 19 contains 83410 members 
Mstep: Class 20 contains 161286 members 
Mstep: Class 21 contains 2333 members 
Mstep: Class 22 contains 146853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960496.000000 Penalty: 36575.996094
Iteration 423Q: 17 clusters Score -1.279605e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 3 contains 2931 members 
Mstep: Class 4 contains 157991 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152460 members 
Mstep: Class 11 contains 136192 members 
Mstep: Class 12 contains 53947 members 
Mstep: Class 14 contains 162109 members 
Mstep: Class 15 contains 166826 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 7941 members 
Mstep: Class 19 contains 83396 members 
Mstep: Class 20 contains 161294 members 
Mstep: Class 21 contains 2335 members 
Mstep: Class 22 contains 146843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960384.000000 Penalty: 36575.996094
Iteration 424Q: 17 clusters Score -1.279604e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 3 contains 2932 members 
Mstep: Class 4 contains 157982 members 
Mstep: Class 5 contains 7626 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152458 members 
Mstep: Class 11 contains 136192 members 
Mstep: Class 12 contains 53947 members 
Mstep: Class 14 contains 162091 members 
Mstep: Class 15 contains 166868 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 7929 members 
Mstep: Class 19 contains 83403 members 
Mstep: Class 20 contains 161298 members 
Mstep: Class 21 contains 2335 members 
Mstep: Class 22 contains 146831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960264.000000 Penalty: 36575.996094
Iteration 425Q: 17 clusters Score -1.279603e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 3 contains 2932 members 
Mstep: Class 4 contains 157980 members 
Mstep: Class 5 contains 7626 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152454 members 
Mstep: Class 11 contains 136196 members 
Mstep: Class 12 contains 53948 members 
Mstep: Class 14 contains 162070 members 
Mstep: Class 15 contains 166902 members 
Mstep: Class 16 contains 15027 members 
Mstep: Class 17 contains 7921 members 
Mstep: Class 19 contains 83403 members 
Mstep: Class 20 contains 161304 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960256.000000 Penalty: 36575.996094
Iteration 426Q: 17 clusters Score -1.279603e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 3 contains 2932 members 
Mstep: Class 4 contains 157972 members 
Mstep: Class 5 contains 7626 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152441 members 
Mstep: Class 11 contains 136194 members 
Mstep: Class 12 contains 53941 members 
Mstep: Class 14 contains 162064 members 
Mstep: Class 15 contains 166943 members 
Mstep: Class 16 contains 15023 members 
Mstep: Class 17 contains 7915 members 
Mstep: Class 19 contains 83402 members 
Mstep: Class 20 contains 161304 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960208.000000 Penalty: 36575.996094
Iteration 427Q: 17 clusters Score -1.279602e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 3 contains 2933 members 
Mstep: Class 4 contains 157973 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152436 members 
Mstep: Class 11 contains 136190 members 
Mstep: Class 12 contains 53937 members 
Mstep: Class 14 contains 162053 members 
Mstep: Class 15 contains 166973 members 
Mstep: Class 16 contains 15023 members 
Mstep: Class 17 contains 7909 members 
Mstep: Class 19 contains 83403 members 
Mstep: Class 20 contains 161302 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960208.000000 Penalty: 36575.996094
Iteration 428Q: 17 clusters Score -1.279602e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 3 contains 2934 members 
Mstep: Class 4 contains 157972 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152436 members 
Mstep: Class 11 contains 136190 members 
Mstep: Class 12 contains 53939 members 
Mstep: Class 14 contains 162032 members 
Mstep: Class 15 contains 166998 members 
Mstep: Class 16 contains 15024 members 
Mstep: Class 17 contains 7906 members 
Mstep: Class 19 contains 83406 members 
Mstep: Class 20 contains 161302 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960232.000000 Penalty: 36575.996094
Iteration 429Q: 17 clusters Score -1.279602e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 3 contains 2934 members 
Mstep: Class 4 contains 157974 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152441 members 
Mstep: Class 11 contains 136187 members 
Mstep: Class 12 contains 53940 members 
Mstep: Class 14 contains 162023 members 
Mstep: Class 15 contains 167024 members 
Mstep: Class 16 contains 15022 members 
Mstep: Class 17 contains 7903 members 
Mstep: Class 19 contains 83405 members 
Mstep: Class 20 contains 161299 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960184.000000 Penalty: 36575.996094
Iteration 430Q: 17 clusters Score -1.279602e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 3 contains 2934 members 
Mstep: Class 4 contains 157969 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152443 members 
Mstep: Class 11 contains 136181 members 
Mstep: Class 12 contains 53944 members 
Mstep: Class 14 contains 162016 members 
Mstep: Class 15 contains 167053 members 
Mstep: Class 16 contains 15019 members 
Mstep: Class 17 contains 7901 members 
Mstep: Class 19 contains 83398 members 
Mstep: Class 20 contains 161296 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960128.000000 Penalty: 36575.996094
Iteration 431Q: 17 clusters Score -1.279601e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 3 contains 2934 members 
Mstep: Class 4 contains 157961 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152448 members 
Mstep: Class 11 contains 136175 members 
Mstep: Class 12 contains 53949 members 
Mstep: Class 14 contains 162003 members 
Mstep: Class 15 contains 167070 members 
Mstep: Class 16 contains 15021 members 
Mstep: Class 17 contains 7901 members 
Mstep: Class 19 contains 83402 members 
Mstep: Class 20 contains 161295 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960128.000000 Penalty: 36575.996094
Iteration 432Q: 17 clusters Score -1.279601e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 3 contains 2934 members 
Mstep: Class 4 contains 157958 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152450 members 
Mstep: Class 11 contains 136176 members 
Mstep: Class 12 contains 53952 members 
Mstep: Class 14 contains 162001 members 
Mstep: Class 15 contains 167084 members 
Mstep: Class 16 contains 15023 members 
Mstep: Class 17 contains 7901 members 
Mstep: Class 19 contains 83399 members 
Mstep: Class 20 contains 161291 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960248.000000 Penalty: 36575.996094
Iteration 433Q: 17 clusters Score -1.279602e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 3 contains 2934 members 
Mstep: Class 4 contains 157956 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152446 members 
Mstep: Class 11 contains 136175 members 
Mstep: Class 12 contains 53957 members 
Mstep: Class 14 contains 162000 members 
Mstep: Class 15 contains 167096 members 
Mstep: Class 16 contains 15023 members 
Mstep: Class 17 contains 7901 members 
Mstep: Class 19 contains 83395 members 
Mstep: Class 20 contains 161292 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960216.000000 Penalty: 36575.996094
Iteration 434Q: 17 clusters Score -1.279602e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 3 contains 2933 members 
Mstep: Class 4 contains 157961 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152443 members 
Mstep: Class 11 contains 136175 members 
Mstep: Class 12 contains 53960 members 
Mstep: Class 14 contains 161999 members 
Mstep: Class 15 contains 167104 members 
Mstep: Class 16 contains 15023 members 
Mstep: Class 17 contains 7901 members 
Mstep: Class 19 contains 83391 members 
Mstep: Class 20 contains 161291 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960232.000000 Penalty: 36575.996094
Iteration 435Q: 17 clusters Score -1.279602e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 3 contains 2934 members 
Mstep: Class 4 contains 157963 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152443 members 
Mstep: Class 11 contains 136172 members 
Mstep: Class 12 contains 53956 members 
Mstep: Class 14 contains 161991 members 
Mstep: Class 15 contains 167111 members 
Mstep: Class 16 contains 15024 members 
Mstep: Class 17 contains 7899 members 
Mstep: Class 19 contains 83396 members 
Mstep: Class 20 contains 161296 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960288.000000 Penalty: 36575.996094
Iteration 436Q: 17 clusters Score -1.279603e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 3 contains 2934 members 
Mstep: Class 4 contains 157966 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 152451 members 
Mstep: Class 11 contains 136166 members 
Mstep: Class 12 contains 53954 members 
Mstep: Class 14 contains 161979 members 
Mstep: Class 15 contains 167117 members 
Mstep: Class 16 contains 15023 members 
Mstep: Class 17 contains 7897 members 
Mstep: Class 19 contains 83400 members 
Mstep: Class 20 contains 161303 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960264.000000 Penalty: 36575.996094
Iteration 437Q: 17 clusters Score -1.279603e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 3 contains 2934 members 
Mstep: Class 4 contains 157965 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152466 members 
Mstep: Class 11 contains 136165 members 
Mstep: Class 12 contains 53953 members 
Mstep: Class 14 contains 161966 members 
Mstep: Class 15 contains 167125 members 
Mstep: Class 16 contains 15024 members 
Mstep: Class 17 contains 7895 members 
Mstep: Class 19 contains 83401 members 
Mstep: Class 20 contains 161303 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960104.000000 Penalty: 36575.996094
Iteration 438Q: 17 clusters Score -1.279601e+08 nChanged 81
Entering ConstructFrom: 
Score: -127960104.000000 Penalty: 36575.996094
Entering ConstructFrom: 
Trying to split cluster 1 (26024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Entering Unmasked Estep 
Score: -2558937.250000 Penalty: 1652.100952
	Iteration 0F: 2 clusters Score -2558937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2541399.250000 Penalty: 3304.201904
	Iteration 0F: 3 clusters Score -2541399 nChanged 11951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2547878.000000 Penalty: 3304.201904
	Iteration 1F: 3 clusters Score -2547878 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2548232.750000 Penalty: 3304.201904
	Iteration 2Q: 3 clusters Score -2548233 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2548532.500000 Penalty: 3304.201904
	Iteration 3Q: 3 clusters Score -2548532 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2548828.000000 Penalty: 3304.201904
	Iteration 4Q: 3 clusters Score -2548828 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2549149.500000 Penalty: 3304.201904
	Iteration 5Q: 3 clusters Score -2549150 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2549408.250000 Penalty: 3304.201904
	Iteration 6Q: 3 clusters Score -2549408 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2549720.500000 Penalty: 3304.201904
	Iteration 7Q: 3 clusters Score -2549720 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2550051.750000 Penalty: 3304.201904
	Iteration 8Q: 3 clusters Score -2550052 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2550386.000000 Penalty: 3304.201904
	Iteration 9Q: 3 clusters Score -2550386 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2550820.250000 Penalty: 3304.201904
	Iteration 10Q: 3 clusters Score -2550820 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2551342.000000 Penalty: 3304.201904
	Iteration 11Q: 3 clusters Score -2551342 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2551988.000000 Penalty: 3304.201904
	Iteration 12Q: 3 clusters Score -2551988 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2552504.250000 Penalty: 3304.201904
	Iteration 13Q: 3 clusters Score -2552504 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2552800.000000 Penalty: 3304.201904
	Iteration 14Q: 3 clusters Score -2552800 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2552940.750000 Penalty: 3304.201904
	Iteration 15Q: 3 clusters Score -2552941 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2553031.250000 Penalty: 3304.201904
	Iteration 16Q: 3 clusters Score -2553031 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2553101.750000 Penalty: 3304.201904
	Iteration 17Q: 3 clusters Score -2553102 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2553142.750000 Penalty: 3304.201904
	Iteration 18Q: 3 clusters Score -2553143 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2553199.000000 Penalty: 3304.201904
	Iteration 19Q: 3 clusters Score -2553199 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2553257.500000 Penalty: 3304.201904
	Iteration 20F: 3 clusters Score -2553258 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2553335.500000 Penalty: 3304.201904
	Iteration 21Q: 3 clusters Score -2553336 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2553418.500000 Penalty: 3304.201904
	Iteration 22Q: 3 clusters Score -2553418 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2553496.000000 Penalty: 3304.201904
	Iteration 23Q: 3 clusters Score -2553496 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2553618.250000 Penalty: 3304.201904
	Iteration 24Q: 3 clusters Score -2553618 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2553704.750000 Penalty: 3304.201904
	Iteration 25Q: 3 clusters Score -2553705 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2553798.250000 Penalty: 3304.201904
	Iteration 26Q: 3 clusters Score -2553798 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2553964.500000 Penalty: 3304.201904
	Iteration 27Q: 3 clusters Score -2553964 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2554146.250000 Penalty: 3304.201904
	Iteration 28Q: 3 clusters Score -2554146 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2554314.000000 Penalty: 3304.201904
	Iteration 29Q: 3 clusters Score -2554314 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2554520.250000 Penalty: 3304.201904
	Iteration 30Q: 3 clusters Score -2554520 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2554723.750000 Penalty: 3304.201904
	Iteration 31Q: 3 clusters Score -2554724 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2554948.000000 Penalty: 3304.201904
	Iteration 32Q: 3 clusters Score -2554948 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2555177.000000 Penalty: 3304.201904
	Iteration 33Q: 3 clusters Score -2555177 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2555417.500000 Penalty: 3304.201904
	Iteration 34Q: 3 clusters Score -2555418 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2555639.250000 Penalty: 3304.201904
	Iteration 35Q: 3 clusters Score -2555639 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2555857.750000 Penalty: 3304.201904
	Iteration 36Q: 3 clusters Score -2555858 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2556104.750000 Penalty: 3304.201904
	Iteration 37Q: 3 clusters Score -2556105 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2556298.000000 Penalty: 3304.201904
	Iteration 38Q: 3 clusters Score -2556298 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2556530.250000 Penalty: 3304.201904
	Iteration 39Q: 3 clusters Score -2556530 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2556805.500000 Penalty: 3304.201904
	Iteration 40F: 3 clusters Score -2556806 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2557067.750000 Penalty: 3304.201904
	Iteration 41Q: 3 clusters Score -2557068 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2557292.250000 Penalty: 3304.201904
	Iteration 42Q: 3 clusters Score -2557292 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2557454.000000 Penalty: 3304.201904
	Iteration 43Q: 3 clusters Score -2557454 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2557550.750000 Penalty: 3304.201904
	Iteration 44Q: 3 clusters Score -2557551 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2557614.750000 Penalty: 3304.201904
	Iteration 45Q: 3 clusters Score -2557615 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2557646.500000 Penalty: 3304.201904
	Iteration 46Q: 3 clusters Score -2557646 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2557668.750000 Penalty: 3304.201904
	Iteration 47Q: 3 clusters Score -2557669 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2557675.000000 Penalty: 3304.201904
	Iteration 48Q: 3 clusters Score -2557675 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2557691.750000 Penalty: 3304.201904
	Iteration 49Q: 3 clusters Score -2557692 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2557707.000000 Penalty: 3304.201904
	Iteration 50Q: 3 clusters Score -2557707 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2557706.750000 Penalty: 3304.201904
	Iteration 51Q: 3 clusters Score -2557707 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2557716.000000 Penalty: 3304.201904
	Iteration 52Q: 3 clusters Score -2557716 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2557740.500000 Penalty: 3304.201904
	Iteration 53Q: 3 clusters Score -2557740 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2557743.750000 Penalty: 3304.201904
	Iteration 54Q: 3 clusters Score -2557744 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2557760.750000 Penalty: 3304.201904
	Iteration 55Q: 3 clusters Score -2557761 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2557773.500000 Penalty: 3304.201904
	Iteration 56Q: 3 clusters Score -2557774 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2557788.000000 Penalty: 3304.201904
	Iteration 57Q: 3 clusters Score -2557788 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2557795.750000 Penalty: 3304.201904
	Iteration 58Q: 3 clusters Score -2557796 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2557797.000000 Penalty: 3304.201904
	Iteration 59Q: 3 clusters Score -2557797 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2557801.500000 Penalty: 3304.201904
	Iteration 60F: 3 clusters Score -2557802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2557802.250000 Penalty: 3304.201904
	Iteration 61Q: 3 clusters Score -2557802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2557815.500000 Penalty: 3304.201904
	Iteration 62Q: 3 clusters Score -2557816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2557825.250000 Penalty: 3304.201904
	Iteration 63Q: 3 clusters Score -2557825 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2557833.250000 Penalty: 3304.201904
	Iteration 64Q: 3 clusters Score -2557833 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2557828.750000 Penalty: 3304.201904
	Iteration 65Q: 3 clusters Score -2557829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2557834.500000 Penalty: 3304.201904
	Iteration 66Q: 3 clusters Score -2557834 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2557842.000000 Penalty: 3304.201904
	Iteration 67Q: 3 clusters Score -2557842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2557841.000000 Penalty: 3304.201904
	Iteration 68Q: 3 clusters Score -2557841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2557846.000000 Penalty: 3304.201904
	Iteration 69Q: 3 clusters Score -2557846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2557842.750000 Penalty: 3304.201904
	Iteration 70Q: 3 clusters Score -2557843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2557843.000000 Penalty: 3304.201904
	Iteration 71Q: 3 clusters Score -2557843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2557847.750000 Penalty: 3304.201904
	Iteration 72Q: 3 clusters Score -2557848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2557851.000000 Penalty: 3304.201904
	Iteration 73Q: 3 clusters Score -2557851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2557850.500000 Penalty: 3304.201904
	Iteration 74Q: 3 clusters Score -2557850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2557853.250000 Penalty: 3304.201904
	Iteration 75Q: 3 clusters Score -2557853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2557862.500000 Penalty: 3304.201904
	Iteration 76Q: 3 clusters Score -2557862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2557858.750000 Penalty: 3304.201904
	Iteration 77Q: 3 clusters Score -2557859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2557860.750000 Penalty: 3304.201904
	Iteration 78Q: 3 clusters Score -2557861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2557858.250000 Penalty: 3304.201904
	Iteration 79Q: 3 clusters Score -2557858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2557860.000000 Penalty: 3304.201904
	Iteration 80F: 3 clusters Score -2557860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2557859.500000 Penalty: 3304.201904
	Iteration 81Q: 3 clusters Score -2557860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2557863.750000 Penalty: 3304.201904
	Iteration 82Q: 3 clusters Score -2557864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2557863.250000 Penalty: 3304.201904
	Iteration 83Q: 3 clusters Score -2557863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2557864.000000 Penalty: 3304.201904
	Iteration 84Q: 3 clusters Score -2557864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2557864.000000 Penalty: 3304.201904
	Iteration 85Q: 3 clusters Score -2557864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2557862.750000 Penalty: 3304.201904
	Iteration 86Q: 3 clusters Score -2557863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2557859.250000 Penalty: 3304.201904
	Iteration 87Q: 3 clusters Score -2557859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2557860.750000 Penalty: 3304.201904
	Iteration 88Q: 3 clusters Score -2557861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2557866.750000 Penalty: 3304.201904
	Iteration 89Q: 3 clusters Score -2557867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2557869.250000 Penalty: 3304.201904
	Iteration 90Q: 3 clusters Score -2557869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2557865.750000 Penalty: 3304.201904
	Iteration 91Q: 3 clusters Score -2557866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2557869.000000 Penalty: 3304.201904
	Iteration 92Q: 3 clusters Score -2557869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2557866.000000 Penalty: 3304.201904
	Iteration 93Q: 3 clusters Score -2557866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2557867.000000 Penalty: 3304.201904
	Iteration 94Q: 3 clusters Score -2557867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2557864.000000 Penalty: 3304.201904
	Iteration 95Q: 3 clusters Score -2557864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2557863.000000 Penalty: 3304.201904
	Iteration 96Q: 3 clusters Score -2557863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2557862.000000 Penalty: 3304.201904
	Iteration 97Q: 3 clusters Score -2557862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2557863.500000 Penalty: 3304.201904
	Iteration 98Q: 3 clusters Score -2557864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2557863.500000 Penalty: 3304.201904
	Iteration 99Q: 3 clusters Score -2557864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2557863.750000 Penalty: 3304.201904
	Iteration 100F: 3 clusters Score -2557864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2557862.000000 Penalty: 3304.201904
	Iteration 101Q: 3 clusters Score -2557862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2557864.750000 Penalty: 3304.201904
	Iteration 102Q: 3 clusters Score -2557865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2557864.750000 Penalty: 3304.201904
	Iteration 103Q: 3 clusters Score -2557865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2557865.250000 Penalty: 3304.201904
	Iteration 104Q: 3 clusters Score -2557865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2557866.250000 Penalty: 3304.201904
	Iteration 105Q: 3 clusters Score -2557866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2557865.250000 Penalty: 3304.201904
	Iteration 106Q: 3 clusters Score -2557865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2557866.500000 Penalty: 3304.201904
	Iteration 107Q: 3 clusters Score -2557866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2557867.500000 Penalty: 3304.201904
	Iteration 108Q: 3 clusters Score -2557868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2557866.250000 Penalty: 3304.201904
	Iteration 109Q: 3 clusters Score -2557866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2557869.500000 Penalty: 3304.201904
	Iteration 110Q: 3 clusters Score -2557870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2557865.250000 Penalty: 3304.201904
	Iteration 111Q: 3 clusters Score -2557865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2557872.000000 Penalty: 3304.201904
	Iteration 112Q: 3 clusters Score -2557872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2557876.250000 Penalty: 3304.201904
	Iteration 113Q: 3 clusters Score -2557876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2557876.750000 Penalty: 3304.201904
	Iteration 114Q: 3 clusters Score -2557877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2557872.500000 Penalty: 3304.201904
	Iteration 115Q: 3 clusters Score -2557872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2557874.000000 Penalty: 3304.201904
	Iteration 116Q: 3 clusters Score -2557874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2557873.250000 Penalty: 3304.201904
	Iteration 117Q: 3 clusters Score -2557873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2557876.750000 Penalty: 3304.201904
	Iteration 118Q: 3 clusters Score -2557877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2557875.750000 Penalty: 3304.201904
	Iteration 119Q: 3 clusters Score -2557876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2557874.750000 Penalty: 3304.201904
	Iteration 120F: 3 clusters Score -2557875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2557873.250000 Penalty: 3304.201904
	Iteration 121Q: 3 clusters Score -2557873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2557872.500000 Penalty: 3304.201904
	Iteration 122Q: 3 clusters Score -2557872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2557871.750000 Penalty: 3304.201904
	Iteration 123Q: 3 clusters Score -2557872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2557875.250000 Penalty: 3304.201904
	Iteration 124Q: 3 clusters Score -2557875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2557874.500000 Penalty: 3304.201904
	Iteration 125Q: 3 clusters Score -2557874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2557874.500000 Penalty: 3304.201904
	Iteration 126F: 3 clusters Score -2557874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -258996.812500 Penalty: 1297.475220
	Iteration 0F: 2 clusters Score -258996.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -256332.578125 Penalty: 2594.950439
	Iteration 0F: 3 clusters Score -256332.6 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -257150.859375 Penalty: 2594.950439
	Iteration 1F: 3 clusters Score -257150.9 nChanged 279
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: -257390.359375 Penalty: 2594.950439
	Iteration 2F: 3 clusters Score -257390.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -257545.781250 Penalty: 2594.950439
	Iteration 3F: 3 clusters Score -257545.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -257654.171875 Penalty: 2594.950439
	Iteration 4Q: 3 clusters Score -257654.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -257741.859375 Penalty: 2594.950439
	Iteration 5Q: 3 clusters Score -257741.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -257796.390625 Penalty: 2594.950439
	Iteration 6Q: 3 clusters Score -257796.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -257841.140625 Penalty: 2594.950439
	Iteration 7Q: 3 clusters Score -257841.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -257892.656250 Penalty: 2594.950439
	Iteration 8Q: 3 clusters Score -257892.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -257935.343750 Penalty: 2594.950439
	Iteration 9Q: 3 clusters Score -257935.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -257970.500000 Penalty: 2594.950439
	Iteration 10Q: 3 clusters Score -257970.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -258008.562500 Penalty: 2594.950439
	Iteration 11Q: 3 clusters Score -258008.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -258041.046875 Penalty: 2594.950439
	Iteration 12Q: 3 clusters Score -258041 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -258067.859375 Penalty: 2594.950439
	Iteration 13Q: 3 clusters Score -258067.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -258098.000000 Penalty: 2594.950439
	Iteration 14Q: 3 clusters Score -258098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -258131.468750 Penalty: 2594.950439
	Iteration 15Q: 3 clusters Score -258131.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -258156.640625 Penalty: 2594.950439
	Iteration 16Q: 3 clusters Score -258156.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -258186.421875 Penalty: 2594.950439
	Iteration 17Q: 3 clusters Score -258186.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -258212.265625 Penalty: 2594.950439
	Iteration 18Q: 3 clusters Score -258212.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -258231.187500 Penalty: 2594.950439
	Iteration 19Q: 3 clusters Score -258231.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -258253.062500 Penalty: 2594.950439
	Iteration 20F: 3 clusters Score -258253.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -258272.000000 Penalty: 2594.950439
	Iteration 21Q: 3 clusters Score -258272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -258292.390625 Penalty: 2594.950439
	Iteration 22Q: 3 clusters Score -258292.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -258309.468750 Penalty: 2594.950439
	Iteration 23Q: 3 clusters Score -258309.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -258322.765625 Penalty: 2594.950439
	Iteration 24Q: 3 clusters Score -258322.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -258335.296875 Penalty: 2594.950439
	Iteration 25Q: 3 clusters Score -258335.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -258346.921875 Penalty: 2594.950439
	Iteration 26Q: 3 clusters Score -258346.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -258357.703125 Penalty: 2594.950439
	Iteration 27Q: 3 clusters Score -258357.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -258361.281250 Penalty: 2594.950439
	Iteration 28Q: 3 clusters Score -258361.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -258365.890625 Penalty: 2594.950439
	Iteration 29Q: 3 clusters Score -258365.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -258369.484375 Penalty: 2594.950439
	Iteration 30Q: 3 clusters Score -258369.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -258375.546875 Penalty: 2594.950439
	Iteration 31Q: 3 clusters Score -258375.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -258379.000000 Penalty: 2594.950439
	Iteration 32Q: 3 clusters Score -258379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -258381.093750 Penalty: 2594.950439
	Iteration 33Q: 3 clusters Score -258381.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -258381.578125 Penalty: 2594.950439
	Iteration 34Q: 3 clusters Score -258381.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -258383.562500 Penalty: 2594.950439
	Iteration 35Q: 3 clusters Score -258383.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -258383.843750 Penalty: 2594.950439
	Iteration 36Q: 3 clusters Score -258383.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -258383.843750 Penalty: 2594.950439
	Iteration 37F: 3 clusters Score -258383.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (157967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157967 members 
Entering Unmasked Estep 
Score: -16067417.000000 Penalty: 1945.147949
	Iteration 0F: 2 clusters Score -1.606742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78965 members 
Mstep: Class 2 contains 79002 members 
Entering Unmasked Estep 
Score: -15962527.000000 Penalty: 3890.295898
	Iteration 0F: 3 clusters Score -1.596253e+07 nChanged 76363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78226 members 
Mstep: Class 2 contains 79741 members 
Entering Unmasked Estep 
Score: -16007031.000000 Penalty: 3890.295898
	Iteration 1F: 3 clusters Score -1.600703e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78186 members 
Mstep: Class 2 contains 79781 members 
Entering Unmasked Estep 
Score: -16007740.000000 Penalty: 3890.295898
	Iteration 2Q: 3 clusters Score -1.600774e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78120 members 
Mstep: Class 2 contains 79847 members 
Entering Unmasked Estep 
Score: -16008782.000000 Penalty: 3890.295898
	Iteration 3Q: 3 clusters Score -1.600878e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77981 members 
Mstep: Class 2 contains 79986 members 
Entering Unmasked Estep 
Score: -16009674.000000 Penalty: 3890.295898
	Iteration 4Q: 3 clusters Score -1.600967e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77665 members 
Mstep: Class 2 contains 80302 members 
Entering Unmasked Estep 
Score: -16010829.000000 Penalty: 3890.295898
	Iteration 5Q: 3 clusters Score -1.601083e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77129 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -16012249.000000 Penalty: 3890.295898
	Iteration 6Q: 3 clusters Score -1.601225e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 81605 members 
Entering Unmasked Estep 
Score: -16014342.000000 Penalty: 3890.295898
	Iteration 7Q: 3 clusters Score -1.601434e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75265 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
Score: -16017592.000000 Penalty: 3890.295898
	Iteration 8Q: 3 clusters Score -1.601759e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74065 members 
Mstep: Class 2 contains 83902 members 
Entering Unmasked Estep 
Score: -16022381.000000 Penalty: 3890.295898
	Iteration 9F: 3 clusters Score -1.602238e+07 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72888 members 
Mstep: Class 2 contains 85079 members 
Entering Unmasked Estep 
Score: -16029391.000000 Penalty: 3890.295898
	Iteration 10F: 3 clusters Score -1.602939e+07 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72061 members 
Mstep: Class 2 contains 85906 members 
Entering Unmasked Estep 
Score: -16036553.000000 Penalty: 3890.295898
	Iteration 11F: 3 clusters Score -1.603655e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71485 members 
Mstep: Class 2 contains 86482 members 
Entering Unmasked Estep 
Score: -16040675.000000 Penalty: 3890.295898
	Iteration 12F: 3 clusters Score -1.604068e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70963 members 
Mstep: Class 2 contains 87004 members 
Entering Unmasked Estep 
Score: -16042066.000000 Penalty: 3890.295898
	Iteration 13Q: 3 clusters Score -1.604207e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 87563 members 
Entering Unmasked Estep 
Score: -16042475.000000 Penalty: 3890.295898
	Iteration 14Q: 3 clusters Score -1.604248e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69813 members 
Mstep: Class 2 contains 88154 members 
Entering Unmasked Estep 
Score: -16042631.000000 Penalty: 3890.295898
	Iteration 15Q: 3 clusters Score -1.604263e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69191 members 
Mstep: Class 2 contains 88776 members 
Entering Unmasked Estep 
Score: -16042818.000000 Penalty: 3890.295898
	Iteration 16Q: 3 clusters Score -1.604282e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68553 members 
Mstep: Class 2 contains 89414 members 
Entering Unmasked Estep 
Score: -16043023.000000 Penalty: 3890.295898
	Iteration 17Q: 3 clusters Score -1.604302e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67866 members 
Mstep: Class 2 contains 90101 members 
Entering Unmasked Estep 
Score: -16043293.000000 Penalty: 3890.295898
	Iteration 18Q: 3 clusters Score -1.604329e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 90831 members 
Entering Unmasked Estep 
Score: -16043437.000000 Penalty: 3890.295898
	Iteration 19Q: 3 clusters Score -1.604344e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66320 members 
Mstep: Class 2 contains 91647 members 
Entering Unmasked Estep 
Score: -16043676.000000 Penalty: 3890.295898
	Iteration 20F: 3 clusters Score -1.604368e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 92420 members 
Entering Unmasked Estep 
Score: -16043909.000000 Penalty: 3890.295898
	Iteration 21Q: 3 clusters Score -1.604391e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64810 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -16044100.000000 Penalty: 3890.295898
	Iteration 22Q: 3 clusters Score -1.60441e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 93906 members 
Entering Unmasked Estep 
Score: -16044319.000000 Penalty: 3890.295898
	Iteration 23Q: 3 clusters Score -1.604432e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 94671 members 
Entering Unmasked Estep 
Score: -16044521.000000 Penalty: 3890.295898
	Iteration 24Q: 3 clusters Score -1.604452e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62506 members 
Mstep: Class 2 contains 95461 members 
Entering Unmasked Estep 
Score: -16044704.000000 Penalty: 3890.295898
	Iteration 25Q: 3 clusters Score -1.60447e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 96240 members 
Entering Unmasked Estep 
Score: -16044860.000000 Penalty: 3890.295898
	Iteration 26Q: 3 clusters Score -1.604486e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 97027 members 
Entering Unmasked Estep 
Score: -16044969.000000 Penalty: 3890.295898
	Iteration 27Q: 3 clusters Score -1.604497e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 97808 members 
Entering Unmasked Estep 
Score: -16045133.000000 Penalty: 3890.295898
	Iteration 28Q: 3 clusters Score -1.604513e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59331 members 
Mstep: Class 2 contains 98636 members 
Entering Unmasked Estep 
Score: -16045283.000000 Penalty: 3890.295898
	Iteration 29Q: 3 clusters Score -1.604528e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 99493 members 
Entering Unmasked Estep 
Score: -16045577.000000 Penalty: 3890.295898
	Iteration 30Q: 3 clusters Score -1.604558e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 100385 members 
Entering Unmasked Estep 
Score: -16045722.000000 Penalty: 3890.295898
	Iteration 31Q: 3 clusters Score -1.604572e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 101316 members 
Entering Unmasked Estep 
Score: -16045923.000000 Penalty: 3890.295898
	Iteration 32Q: 3 clusters Score -1.604592e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55627 members 
Mstep: Class 2 contains 102340 members 
Entering Unmasked Estep 
Score: -16046099.000000 Penalty: 3890.295898
	Iteration 33Q: 3 clusters Score -1.60461e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 103384 members 
Entering Unmasked Estep 
Score: -16046344.000000 Penalty: 3890.295898
	Iteration 34Q: 3 clusters Score -1.604634e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 104519 members 
Entering Unmasked Estep 
Score: -16046561.000000 Penalty: 3890.295898
	Iteration 35Q: 3 clusters Score -1.604656e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 105745 members 
Entering Unmasked Estep 
Score: -16046846.000000 Penalty: 3890.295898
	Iteration 36Q: 3 clusters Score -1.604685e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50951 members 
Mstep: Class 2 contains 107016 members 
Entering Unmasked Estep 
Score: -16047121.000000 Penalty: 3890.295898
	Iteration 37Q: 3 clusters Score -1.604712e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 108389 members 
Entering Unmasked Estep 
Score: -16047383.000000 Penalty: 3890.295898
	Iteration 38Q: 3 clusters Score -1.604738e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 109801 members 
Entering Unmasked Estep 
Score: -16047739.000000 Penalty: 3890.295898
	Iteration 39Q: 3 clusters Score -1.604774e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 111261 members 
Entering Unmasked Estep 
Score: -16048149.000000 Penalty: 3890.295898
	Iteration 40F: 3 clusters Score -1.604815e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 112830 members 
Entering Unmasked Estep 
Score: -16048554.000000 Penalty: 3890.295898
	Iteration 41Q: 3 clusters Score -1.604855e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 114503 members 
Entering Unmasked Estep 
Score: -16048995.000000 Penalty: 3890.295898
	Iteration 42Q: 3 clusters Score -1.6049e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 116220 members 
Entering Unmasked Estep 
Score: -16049462.000000 Penalty: 3890.295898
	Iteration 43Q: 3 clusters Score -1.604946e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 118054 members 
Entering Unmasked Estep 
Score: -16049865.000000 Penalty: 3890.295898
	Iteration 44Q: 3 clusters Score -1.604986e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 119933 members 
Entering Unmasked Estep 
Score: -16050323.000000 Penalty: 3890.295898
	Iteration 45Q: 3 clusters Score -1.605032e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 121946 members 
Entering Unmasked Estep 
Score: -16050855.000000 Penalty: 3890.295898
	Iteration 46Q: 3 clusters Score -1.605086e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 124005 members 
Entering Unmasked Estep 
Score: -16051545.000000 Penalty: 3890.295898
	Iteration 47Q: 3 clusters Score -1.605154e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 126119 members 
Entering Unmasked Estep 
Score: -16052150.000000 Penalty: 3890.295898
	Iteration 48Q: 3 clusters Score -1.605215e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 128302 members 
Entering Unmasked Estep 
Score: -16052814.000000 Penalty: 3890.295898
	Iteration 49Q: 3 clusters Score -1.605281e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 130569 members 
Entering Unmasked Estep 
Score: -16053451.000000 Penalty: 3890.295898
	Iteration 50Q: 3 clusters Score -1.605345e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 132747 members 
Entering Unmasked Estep 
Score: -16054157.000000 Penalty: 3890.295898
	Iteration 51Q: 3 clusters Score -1.605416e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 135019 members 
Entering Unmasked Estep 
Score: -16054956.000000 Penalty: 3890.295898
	Iteration 52Q: 3 clusters Score -1.605496e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 137375 members 
Entering Unmasked Estep 
Score: -16055898.000000 Penalty: 3890.295898
	Iteration 53Q: 3 clusters Score -1.60559e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 139822 members 
Entering Unmasked Estep 
Score: -16056986.000000 Penalty: 3890.295898
	Iteration 54Q: 3 clusters Score -1.605699e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 142274 members 
Entering Unmasked Estep 
Score: -16058118.000000 Penalty: 3890.295898
	Iteration 55Q: 3 clusters Score -1.605812e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 144666 members 
Entering Unmasked Estep 
Score: -16059242.000000 Penalty: 3890.295898
	Iteration 56Q: 3 clusters Score -1.605924e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 146920 members 
Entering Unmasked Estep 
Score: -16060323.000000 Penalty: 3890.295898
	Iteration 57Q: 3 clusters Score -1.606032e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 148996 members 
Entering Unmasked Estep 
Score: -16061467.000000 Penalty: 3890.295898
	Iteration 58Q: 3 clusters Score -1.606147e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 150798 members 
Entering Unmasked Estep 
Score: -16062377.000000 Penalty: 3890.295898
	Iteration 59Q: 3 clusters Score -1.606238e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 152338 members 
Entering Unmasked Estep 
Score: -16063110.000000 Penalty: 3890.295898
	Iteration 60F: 3 clusters Score -1.606311e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 153573 members 
Entering Unmasked Estep 
Score: -16063713.000000 Penalty: 3890.295898
	Iteration 61Q: 3 clusters Score -1.606371e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 154568 members 
Entering Unmasked Estep 
Score: -16064296.000000 Penalty: 3890.295898
	Iteration 62Q: 3 clusters Score -1.60643e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 155307 members 
Entering Unmasked Estep 
Score: -16064673.000000 Penalty: 3890.295898
	Iteration 63Q: 3 clusters Score -1.606467e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 155856 members 
Entering Unmasked Estep 
Score: -16064936.000000 Penalty: 3890.295898
	Iteration 64Q: 3 clusters Score -1.606494e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 156267 members 
Entering Unmasked Estep 
Score: -16065113.000000 Penalty: 3890.295898
	Iteration 65Q: 3 clusters Score -1.606511e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 156548 members 
Entering Unmasked Estep 
Score: -16065268.000000 Penalty: 3890.295898
	Iteration 66Q: 3 clusters Score -1.606527e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 156767 members 
Entering Unmasked Estep 
Score: -16065383.000000 Penalty: 3890.295898
	Iteration 67Q: 3 clusters Score -1.606538e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 156927 members 
Entering Unmasked Estep 
Score: -16065494.000000 Penalty: 3890.295898
	Iteration 68Q: 3 clusters Score -1.606549e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 157027 members 
Entering Unmasked Estep 
Score: -16065558.000000 Penalty: 3890.295898
	Iteration 69Q: 3 clusters Score -1.606556e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 157103 members 
Entering Unmasked Estep 
Score: -16065601.000000 Penalty: 3890.295898
	Iteration 70Q: 3 clusters Score -1.60656e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 157162 members 
Entering Unmasked Estep 
Score: -16065611.000000 Penalty: 3890.295898
	Iteration 71Q: 3 clusters Score -1.606561e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 157202 members 
Entering Unmasked Estep 
Score: -16065627.000000 Penalty: 3890.295898
	Iteration 72Q: 3 clusters Score -1.606563e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 157231 members 
Entering Unmasked Estep 
Score: -16065641.000000 Penalty: 3890.295898
	Iteration 73Q: 3 clusters Score -1.606564e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 157262 members 
Entering Unmasked Estep 
Score: -16065651.000000 Penalty: 3890.295898
	Iteration 74Q: 3 clusters Score -1.606565e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 157283 members 
Entering Unmasked Estep 
Score: -16065669.000000 Penalty: 3890.295898
	Iteration 75Q: 3 clusters Score -1.606567e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 157309 members 
Entering Unmasked Estep 
Score: -16065703.000000 Penalty: 3890.295898
	Iteration 76Q: 3 clusters Score -1.60657e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 157327 members 
Entering Unmasked Estep 
Score: -16065711.000000 Penalty: 3890.295898
	Iteration 77Q: 3 clusters Score -1.606571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 157339 members 
Entering Unmasked Estep 
Score: -16065718.000000 Penalty: 3890.295898
	Iteration 78Q: 3 clusters Score -1.606572e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 157352 members 
Entering Unmasked Estep 
Score: -16065727.000000 Penalty: 3890.295898
	Iteration 79Q: 3 clusters Score -1.606573e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 157363 members 
Entering Unmasked Estep 
Score: -16065738.000000 Penalty: 3890.295898
	Iteration 80F: 3 clusters Score -1.606574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 157370 members 
Entering Unmasked Estep 
Score: -16065728.000000 Penalty: 3890.295898
	Iteration 81Q: 3 clusters Score -1.606573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 157375 members 
Entering Unmasked Estep 
Score: -16065736.000000 Penalty: 3890.295898
	Iteration 82Q: 3 clusters Score -1.606574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 157383 members 
Entering Unmasked Estep 
Score: -16065747.000000 Penalty: 3890.295898
	Iteration 83Q: 3 clusters Score -1.606575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 157386 members 
Entering Unmasked Estep 
Score: -16065739.000000 Penalty: 3890.295898
	Iteration 84Q: 3 clusters Score -1.606574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 157389 members 
Entering Unmasked Estep 
Score: -16065750.000000 Penalty: 3890.295898
	Iteration 85Q: 3 clusters Score -1.606575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 157393 members 
Entering Unmasked Estep 
Score: -16065743.000000 Penalty: 3890.295898
	Iteration 86Q: 3 clusters Score -1.606574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 157396 members 
Entering Unmasked Estep 
Score: -16065745.000000 Penalty: 3890.295898
	Iteration 87Q: 3 clusters Score -1.606574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 157396 members 
Entering Unmasked Estep 
Score: -16065745.000000 Penalty: 3890.295898
	Iteration 88F: 3 clusters Score -1.606574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Entering Unmasked Estep 
Score: -718528.250000 Penalty: 1452.618042
	Iteration 0F: 2 clusters Score -718528.2 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 3798 members 
Entering Unmasked Estep 
Score: -712871.437500 Penalty: 2905.236084
	Iteration 0F: 3 clusters Score -712871.4 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -714759.250000 Penalty: 2905.236084
	Iteration 1F: 3 clusters Score -714759.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -715186.250000 Penalty: 2905.236084
	Iteration 2F: 3 clusters Score -715186.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -715690.500000 Penalty: 2905.236084
	Iteration 3F: 3 clusters Score -715690.5 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -716441.437500 Penalty: 2905.236084
	Iteration 4F: 3 clusters Score -716441.4 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -717235.062500 Penalty: 2905.236084
	Iteration 5F: 3 clusters Score -717235.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -717790.437500 Penalty: 2905.236084
	Iteration 6F: 3 clusters Score -717790.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -718050.500000 Penalty: 2905.236084
	Iteration 7F: 3 clusters Score -718050.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -718143.375000 Penalty: 2905.236084
	Iteration 8Q: 3 clusters Score -718143.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -718175.687500 Penalty: 2905.236084
	Iteration 9Q: 3 clusters Score -718175.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -718192.125000 Penalty: 2905.236084
	Iteration 10Q: 3 clusters Score -718192.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -718196.625000 Penalty: 2905.236084
	Iteration 11Q: 3 clusters Score -718196.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -718201.875000 Penalty: 2905.236084
	Iteration 12Q: 3 clusters Score -718201.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -718203.500000 Penalty: 2905.236084
	Iteration 13Q: 3 clusters Score -718203.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -718204.125000 Penalty: 2905.236084
	Iteration 14Q: 3 clusters Score -718204.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -718203.875000 Penalty: 2905.236084
	Iteration 15Q: 3 clusters Score -718203.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -718204.062500 Penalty: 2905.236084
	Iteration 16Q: 3 clusters Score -718204.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -718204.062500 Penalty: 2905.236084
	Iteration 17F: 3 clusters Score -718204.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Entering Unmasked Estep 
Score: -397499.937500 Penalty: 1341.782959
	Iteration 0F: 2 clusters Score -397499.9 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 1944 members 
Entering Unmasked Estep 
Score: -394331.406250 Penalty: 2683.565918
	Iteration 0F: 3 clusters Score -394331.4 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -395196.437500 Penalty: 2683.565918
	Iteration 1F: 3 clusters Score -395196.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -395414.531250 Penalty: 2683.565918
	Iteration 2F: 3 clusters Score -395414.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -395689.250000 Penalty: 2683.565918
	Iteration 3F: 3 clusters Score -395689.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -395979.312500 Penalty: 2683.565918
	Iteration 4F: 3 clusters Score -395979.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -396181.750000 Penalty: 2683.565918
	Iteration 5F: 3 clusters Score -396181.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -396323.875000 Penalty: 2683.565918
	Iteration 6F: 3 clusters Score -396323.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -396403.250000 Penalty: 2683.565918
	Iteration 7Q: 3 clusters Score -396403.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -396466.500000 Penalty: 2683.565918
	Iteration 8Q: 3 clusters Score -396466.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -396503.875000 Penalty: 2683.565918
	Iteration 9Q: 3 clusters Score -396503.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -396528.093750 Penalty: 2683.565918
	Iteration 10Q: 3 clusters Score -396528.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -396540.968750 Penalty: 2683.565918
	Iteration 11Q: 3 clusters Score -396541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -396548.312500 Penalty: 2683.565918
	Iteration 12Q: 3 clusters Score -396548.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -396551.875000 Penalty: 2683.565918
	Iteration 13Q: 3 clusters Score -396551.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -396556.968750 Penalty: 2683.565918
	Iteration 14Q: 3 clusters Score -396557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -396560.093750 Penalty: 2683.565918
	Iteration 15Q: 3 clusters Score -396560.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -396562.500000 Penalty: 2683.565918
	Iteration 16Q: 3 clusters Score -396562.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -396563.218750 Penalty: 2683.565918
	Iteration 17Q: 3 clusters Score -396563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -396565.031250 Penalty: 2683.565918
	Iteration 18Q: 3 clusters Score -396565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -396567.843750 Penalty: 2683.565918
	Iteration 19Q: 3 clusters Score -396567.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -396571.437500 Penalty: 2683.565918
	Iteration 20F: 3 clusters Score -396571.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -396574.093750 Penalty: 2683.565918
	Iteration 21Q: 3 clusters Score -396574.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -396576.343750 Penalty: 2683.565918
	Iteration 22Q: 3 clusters Score -396576.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -396579.281250 Penalty: 2683.565918
	Iteration 23Q: 3 clusters Score -396579.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -396584.000000 Penalty: 2683.565918
	Iteration 24Q: 3 clusters Score -396584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -396586.875000 Penalty: 2683.565918
	Iteration 25Q: 3 clusters Score -396586.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -396591.718750 Penalty: 2683.565918
	Iteration 26Q: 3 clusters Score -396591.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -396596.281250 Penalty: 2683.565918
	Iteration 27Q: 3 clusters Score -396596.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -396600.375000 Penalty: 2683.565918
	Iteration 28Q: 3 clusters Score -396600.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -396602.281250 Penalty: 2683.565918
	Iteration 29Q: 3 clusters Score -396602.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -396609.875000 Penalty: 2683.565918
	Iteration 30Q: 3 clusters Score -396609.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -396613.718750 Penalty: 2683.565918
	Iteration 31Q: 3 clusters Score -396613.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -396617.437500 Penalty: 2683.565918
	Iteration 32Q: 3 clusters Score -396617.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -396622.468750 Penalty: 2683.565918
	Iteration 33Q: 3 clusters Score -396622.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -396626.718750 Penalty: 2683.565918
	Iteration 34Q: 3 clusters Score -396626.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -396629.531250 Penalty: 2683.565918
	Iteration 35Q: 3 clusters Score -396629.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -396631.000000 Penalty: 2683.565918
	Iteration 36Q: 3 clusters Score -396631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -396631.812500 Penalty: 2683.565918
	Iteration 37Q: 3 clusters Score -396631.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -396632.625000 Penalty: 2683.565918
	Iteration 38Q: 3 clusters Score -396632.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -396633.593750 Penalty: 2683.565918
	Iteration 39Q: 3 clusters Score -396633.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -396636.593750 Penalty: 2683.565918
	Iteration 40F: 3 clusters Score -396636.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -396638.562500 Penalty: 2683.565918
	Iteration 41Q: 3 clusters Score -396638.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -396640.750000 Penalty: 2683.565918
	Iteration 42Q: 3 clusters Score -396640.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -396642.093750 Penalty: 2683.565918
	Iteration 43Q: 3 clusters Score -396642.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -396642.468750 Penalty: 2683.565918
	Iteration 44Q: 3 clusters Score -396642.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -396642.468750 Penalty: 2683.565918
	Iteration 45F: 3 clusters Score -396642.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (152472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152472 members 
Entering Unmasked Estep 
Score: -15360482.000000 Penalty: 1939.394653
	Iteration 0F: 2 clusters Score -1.536048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76346 members 
Mstep: Class 2 contains 76126 members 
Entering Unmasked Estep 
Score: -15259290.000000 Penalty: 3878.789307
	Iteration 0F: 3 clusters Score -1.525929e+07 nChanged 73312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80594 members 
Mstep: Class 2 contains 71878 members 
Entering Unmasked Estep 
Score: -15303017.000000 Penalty: 3878.789307
	Iteration 1F: 3 clusters Score -1.530302e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 69410 members 
Entering Unmasked Estep 
Score: -15304389.000000 Penalty: 3878.789307
	Iteration 2Q: 3 clusters Score -1.530439e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86685 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -15306206.000000 Penalty: 3878.789307
	Iteration 3Q: 3 clusters Score -1.530621e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91730 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -15308865.000000 Penalty: 3878.789307
	Iteration 4Q: 3 clusters Score -1.530886e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98679 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -15313003.000000 Penalty: 3878.789307
	Iteration 5F: 3 clusters Score -1.5313e+07 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107725 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -15319507.000000 Penalty: 3878.789307
	Iteration 6F: 3 clusters Score -1.531951e+07 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118677 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -15328132.000000 Penalty: 3878.789307
	Iteration 7F: 3 clusters Score -1.532813e+07 nChanged 11824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130463 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -15338675.000000 Penalty: 3878.789307
	Iteration 8F: 3 clusters Score -1.533868e+07 nChanged 10348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140797 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -15348347.000000 Penalty: 3878.789307
	Iteration 9F: 3 clusters Score -1.534835e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147535 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -15354468.000000 Penalty: 3878.789307
	Iteration 10Q: 3 clusters Score -1.535447e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150750 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -15357294.000000 Penalty: 3878.789307
	Iteration 11Q: 3 clusters Score -1.535729e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151853 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -15358179.000000 Penalty: 3878.789307
	Iteration 12Q: 3 clusters Score -1.535818e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152167 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -15358486.000000 Penalty: 3878.789307
	Iteration 13Q: 3 clusters Score -1.535849e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152251 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15358603.000000 Penalty: 3878.789307
	Iteration 14Q: 3 clusters Score -1.53586e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152278 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15358655.000000 Penalty: 3878.789307
	Iteration 15Q: 3 clusters Score -1.535866e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152285 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15358689.000000 Penalty: 3878.789307
	Iteration 16Q: 3 clusters Score -1.535869e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152289 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15358705.000000 Penalty: 3878.789307
	Iteration 17Q: 3 clusters Score -1.53587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152295 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15358720.000000 Penalty: 3878.789307
	Iteration 18Q: 3 clusters Score -1.535872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152300 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15358730.000000 Penalty: 3878.789307
	Iteration 19Q: 3 clusters Score -1.535873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152302 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15358742.000000 Penalty: 3878.789307
	Iteration 20F: 3 clusters Score -1.535874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152304 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15358743.000000 Penalty: 3878.789307
	Iteration 21Q: 3 clusters Score -1.535874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152304 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15358753.000000 Penalty: 3878.789307
	Iteration 22Q: 3 clusters Score -1.535875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152303 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15358752.000000 Penalty: 3878.789307
	Iteration 23Q: 3 clusters Score -1.535875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152304 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15358755.000000 Penalty: 3878.789307
	Iteration 24Q: 3 clusters Score -1.535876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152302 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15358756.000000 Penalty: 3878.789307
	Iteration 25Q: 3 clusters Score -1.535876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152301 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15358761.000000 Penalty: 3878.789307
	Iteration 26Q: 3 clusters Score -1.535876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152301 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15358761.000000 Penalty: 3878.789307
	Iteration 27F: 3 clusters Score -1.535876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (136167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136167 members 
Entering Unmasked Estep 
Score: -13918387.000000 Penalty: 1921.015991
	Iteration 0F: 2 clusters Score -1.391839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 67773 members 
Entering Unmasked Estep 
Score: -13827734.000000 Penalty: 3842.031982
	Iteration 0F: 3 clusters Score -1.382773e+07 nChanged 65454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72350 members 
Mstep: Class 2 contains 63817 members 
Entering Unmasked Estep 
Score: -13866394.000000 Penalty: 3842.031982
	Iteration 1F: 3 clusters Score -1.386639e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75063 members 
Mstep: Class 2 contains 61104 members 
Entering Unmasked Estep 
Score: -13868114.000000 Penalty: 3842.031982
	Iteration 2Q: 3 clusters Score -1.386811e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -13871143.000000 Penalty: 3842.031982
	Iteration 3Q: 3 clusters Score -1.387114e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84882 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -13876322.000000 Penalty: 3842.031982
	Iteration 4F: 3 clusters Score -1.387632e+07 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92398 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -13883746.000000 Penalty: 3842.031982
	Iteration 5F: 3 clusters Score -1.388375e+07 nChanged 10014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100636 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -13891856.000000 Penalty: 3842.031982
	Iteration 6F: 3 clusters Score -1.389186e+07 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108052 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -13898955.000000 Penalty: 3842.031982
	Iteration 7F: 3 clusters Score -1.389896e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113728 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -13904121.000000 Penalty: 3842.031982
	Iteration 8F: 3 clusters Score -1.390412e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117939 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -13908025.000000 Penalty: 3842.031982
	Iteration 9Q: 3 clusters Score -1.390802e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121002 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -13910803.000000 Penalty: 3842.031982
	Iteration 10Q: 3 clusters Score -1.39108e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123169 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -13912620.000000 Penalty: 3842.031982
	Iteration 11Q: 3 clusters Score -1.391262e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124762 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -13913910.000000 Penalty: 3842.031982
	Iteration 12Q: 3 clusters Score -1.391391e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125984 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -13914898.000000 Penalty: 3842.031982
	Iteration 13Q: 3 clusters Score -1.39149e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126922 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -13915560.000000 Penalty: 3842.031982
	Iteration 14Q: 3 clusters Score -1.391556e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127705 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -13916068.000000 Penalty: 3842.031982
	Iteration 15Q: 3 clusters Score -1.391607e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128401 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -13916442.000000 Penalty: 3842.031982
	Iteration 16Q: 3 clusters Score -1.391644e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128967 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -13916628.000000 Penalty: 3842.031982
	Iteration 17Q: 3 clusters Score -1.391663e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129469 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -13916813.000000 Penalty: 3842.031982
	Iteration 18Q: 3 clusters Score -1.391681e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129912 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -13916902.000000 Penalty: 3842.031982
	Iteration 19Q: 3 clusters Score -1.39169e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130327 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -13917011.000000 Penalty: 3842.031982
	Iteration 20F: 3 clusters Score -1.391701e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130682 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -13917095.000000 Penalty: 3842.031982
	Iteration 21Q: 3 clusters Score -1.39171e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131019 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -13917164.000000 Penalty: 3842.031982
	Iteration 22Q: 3 clusters Score -1.391716e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131321 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -13917252.000000 Penalty: 3842.031982
	Iteration 23Q: 3 clusters Score -1.391725e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131604 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -13917331.000000 Penalty: 3842.031982
	Iteration 24Q: 3 clusters Score -1.391733e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131852 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -13917394.000000 Penalty: 3842.031982
	Iteration 25Q: 3 clusters Score -1.391739e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132096 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -13917426.000000 Penalty: 3842.031982
	Iteration 26Q: 3 clusters Score -1.391743e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132307 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -13917463.000000 Penalty: 3842.031982
	Iteration 27Q: 3 clusters Score -1.391746e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132493 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -13917501.000000 Penalty: 3842.031982
	Iteration 28Q: 3 clusters Score -1.39175e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132663 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -13917525.000000 Penalty: 3842.031982
	Iteration 29Q: 3 clusters Score -1.391752e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132815 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -13917558.000000 Penalty: 3842.031982
	Iteration 30Q: 3 clusters Score -1.391756e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132934 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -13917535.000000 Penalty: 3842.031982
	Iteration 31Q: 3 clusters Score -1.391754e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133035 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -13917584.000000 Penalty: 3842.031982
	Iteration 32Q: 3 clusters Score -1.391758e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133128 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -13917619.000000 Penalty: 3842.031982
	Iteration 33Q: 3 clusters Score -1.391762e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133217 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -13917614.000000 Penalty: 3842.031982
	Iteration 34Q: 3 clusters Score -1.391761e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133302 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -13917653.000000 Penalty: 3842.031982
	Iteration 35Q: 3 clusters Score -1.391765e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133366 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -13917663.000000 Penalty: 3842.031982
	Iteration 36Q: 3 clusters Score -1.391766e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133418 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -13917680.000000 Penalty: 3842.031982
	Iteration 37Q: 3 clusters Score -1.391768e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133459 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -13917679.000000 Penalty: 3842.031982
	Iteration 38Q: 3 clusters Score -1.391768e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133494 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -13917677.000000 Penalty: 3842.031982
	Iteration 39Q: 3 clusters Score -1.391768e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133528 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -13917681.000000 Penalty: 3842.031982
	Iteration 40F: 3 clusters Score -1.391768e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133552 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -13917708.000000 Penalty: 3842.031982
	Iteration 41Q: 3 clusters Score -1.391771e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133580 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -13917700.000000 Penalty: 3842.031982
	Iteration 42Q: 3 clusters Score -1.39177e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133619 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -13917688.000000 Penalty: 3842.031982
	Iteration 43Q: 3 clusters Score -1.391769e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133651 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -13917735.000000 Penalty: 3842.031982
	Iteration 44Q: 3 clusters Score -1.391774e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133682 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -13917746.000000 Penalty: 3842.031982
	Iteration 45Q: 3 clusters Score -1.391775e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133709 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -13917754.000000 Penalty: 3842.031982
	Iteration 46Q: 3 clusters Score -1.391775e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133728 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -13917745.000000 Penalty: 3842.031982
	Iteration 47Q: 3 clusters Score -1.391774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133744 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -13917749.000000 Penalty: 3842.031982
	Iteration 48Q: 3 clusters Score -1.391775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133759 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -13917760.000000 Penalty: 3842.031982
	Iteration 49Q: 3 clusters Score -1.391776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133776 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -13917769.000000 Penalty: 3842.031982
	Iteration 50Q: 3 clusters Score -1.391777e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133797 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -13917760.000000 Penalty: 3842.031982
	Iteration 51Q: 3 clusters Score -1.391776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133812 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -13917756.000000 Penalty: 3842.031982
	Iteration 52Q: 3 clusters Score -1.391776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133824 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -13917759.000000 Penalty: 3842.031982
	Iteration 53Q: 3 clusters Score -1.391776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133828 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -13917758.000000 Penalty: 3842.031982
	Iteration 54Q: 3 clusters Score -1.391776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133833 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -13917760.000000 Penalty: 3842.031982
	Iteration 55Q: 3 clusters Score -1.391776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133843 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -13917753.000000 Penalty: 3842.031982
	Iteration 56Q: 3 clusters Score -1.391775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133852 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -13917743.000000 Penalty: 3842.031982
	Iteration 57Q: 3 clusters Score -1.391774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133861 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -13917746.000000 Penalty: 3842.031982
	Iteration 58Q: 3 clusters Score -1.391775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133866 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -13917745.000000 Penalty: 3842.031982
	Iteration 59Q: 3 clusters Score -1.391774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133868 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -13917749.000000 Penalty: 3842.031982
	Iteration 60F: 3 clusters Score -1.391775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133872 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -13917758.000000 Penalty: 3842.031982
	Iteration 61Q: 3 clusters Score -1.391776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133873 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -13917755.000000 Penalty: 3842.031982
	Iteration 62Q: 3 clusters Score -1.391776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133874 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -13917757.000000 Penalty: 3842.031982
	Iteration 63Q: 3 clusters Score -1.391776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133874 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -13917757.000000 Penalty: 3842.031982
	Iteration 64F: 3 clusters Score -1.391776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Entering Unmasked Estep 
Score: -5492593.500000 Penalty: 1770.578613
	Iteration 0F: 2 clusters Score -5492594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -5456759.000000 Penalty: 3541.157227
	Iteration 0F: 3 clusters Score -5456759 nChanged 25149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -5471173.000000 Penalty: 3541.157227
	Iteration 1F: 3 clusters Score -5471173 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -5472021.500000 Penalty: 3541.157227
	Iteration 2Q: 3 clusters Score -5472022 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -5473249.000000 Penalty: 3541.157227
	Iteration 3Q: 3 clusters Score -5473249 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -5474858.500000 Penalty: 3541.157227
	Iteration 4F: 3 clusters Score -5474858 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -5476886.000000 Penalty: 3541.157227
	Iteration 5F: 3 clusters Score -5476886 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -5479446.500000 Penalty: 3541.157227
	Iteration 6F: 3 clusters Score -5479446 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -5482240.000000 Penalty: 3541.157227
	Iteration 7F: 3 clusters Score -5482240 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -5484891.500000 Penalty: 3541.157227
	Iteration 8F: 3 clusters Score -5484892 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -5487001.500000 Penalty: 3541.157227
	Iteration 9Q: 3 clusters Score -5487002 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -5488532.000000 Penalty: 3541.157227
	Iteration 10Q: 3 clusters Score -5488532 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5489462.500000 Penalty: 3541.157227
	Iteration 11Q: 3 clusters Score -5489462 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52129 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5489985.000000 Penalty: 3541.157227
	Iteration 12Q: 3 clusters Score -5489985 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5490385.000000 Penalty: 3541.157227
	Iteration 13Q: 3 clusters Score -5490385 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5490614.000000 Penalty: 3541.157227
	Iteration 14Q: 3 clusters Score -5490614 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5490759.000000 Penalty: 3541.157227
	Iteration 15Q: 3 clusters Score -5490759 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5490859.000000 Penalty: 3541.157227
	Iteration 16Q: 3 clusters Score -5490859 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5490909.000000 Penalty: 3541.157227
	Iteration 17Q: 3 clusters Score -5490909 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5490945.000000 Penalty: 3541.157227
	Iteration 18Q: 3 clusters Score -5490945 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5490976.500000 Penalty: 3541.157227
	Iteration 19Q: 3 clusters Score -5490976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5491002.000000 Penalty: 3541.157227
	Iteration 20F: 3 clusters Score -5491002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5491023.000000 Penalty: 3541.157227
	Iteration 21Q: 3 clusters Score -5491023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5491034.500000 Penalty: 3541.157227
	Iteration 22Q: 3 clusters Score -5491034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53574 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5491044.000000 Penalty: 3541.157227
	Iteration 23Q: 3 clusters Score -5491044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5491050.000000 Penalty: 3541.157227
	Iteration 24Q: 3 clusters Score -5491050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5491053.500000 Penalty: 3541.157227
	Iteration 25Q: 3 clusters Score -5491054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5491057.500000 Penalty: 3541.157227
	Iteration 26Q: 3 clusters Score -5491058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5491056.000000 Penalty: 3541.157227
	Iteration 27Q: 3 clusters Score -5491056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53593 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5491059.000000 Penalty: 3541.157227
	Iteration 28Q: 3 clusters Score -5491059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53593 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5491059.000000 Penalty: 3541.157227
	Iteration 29F: 3 clusters Score -5491059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (161955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161955 members 
Entering Unmasked Estep 
Score: -16305737.000000 Penalty: 1949.199463
	Iteration 0F: 2 clusters Score -1.630574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80813 members 
Mstep: Class 2 contains 81142 members 
Entering Unmasked Estep 
Score: -16199543.000000 Penalty: 3898.398926
	Iteration 0F: 3 clusters Score -1.619954e+07 nChanged 78146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78331 members 
Mstep: Class 2 contains 83624 members 
Entering Unmasked Estep 
Score: -16245475.000000 Penalty: 3898.398926
	Iteration 1F: 3 clusters Score -1.624548e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 85386 members 
Entering Unmasked Estep 
Score: -16246371.000000 Penalty: 3898.398926
	Iteration 2Q: 3 clusters Score -1.624637e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 88183 members 
Entering Unmasked Estep 
Score: -16247716.000000 Penalty: 3898.398926
	Iteration 3Q: 3 clusters Score -1.624772e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69538 members 
Mstep: Class 2 contains 92417 members 
Entering Unmasked Estep 
Score: -16249836.000000 Penalty: 3898.398926
	Iteration 4Q: 3 clusters Score -1.624984e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63207 members 
Mstep: Class 2 contains 98748 members 
Entering Unmasked Estep 
Score: -16253332.000000 Penalty: 3898.398926
	Iteration 5Q: 3 clusters Score -1.625333e+07 nChanged 9675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 107631 members 
Entering Unmasked Estep 
Score: -16258950.000000 Penalty: 3898.398926
	Iteration 6F: 3 clusters Score -1.625895e+07 nChanged 11987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 119018 members 
Entering Unmasked Estep 
Score: -16267874.000000 Penalty: 3898.398926
	Iteration 7F: 3 clusters Score -1.626787e+07 nChanged 12840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 131480 members 
Entering Unmasked Estep 
Score: -16278679.000000 Penalty: 3898.398926
	Iteration 8F: 3 clusters Score -1.627868e+07 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 142492 members 
Entering Unmasked Estep 
Score: -16288987.000000 Penalty: 3898.398926
	Iteration 9F: 3 clusters Score -1.628899e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 150630 members 
Entering Unmasked Estep 
Score: -16296569.000000 Penalty: 3898.398926
	Iteration 10F: 3 clusters Score -1.629657e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 155997 members 
Entering Unmasked Estep 
Score: -16300879.000000 Penalty: 3898.398926
	Iteration 11Q: 3 clusters Score -1.630088e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 159125 members 
Entering Unmasked Estep 
Score: -16302953.000000 Penalty: 3898.398926
	Iteration 12Q: 3 clusters Score -1.630295e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 160528 members 
Entering Unmasked Estep 
Score: -16303695.000000 Penalty: 3898.398926
	Iteration 13Q: 3 clusters Score -1.63037e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 161100 members 
Entering Unmasked Estep 
Score: -16303928.000000 Penalty: 3898.398926
	Iteration 14Q: 3 clusters Score -1.630393e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 161339 members 
Entering Unmasked Estep 
Score: -16304042.000000 Penalty: 3898.398926
	Iteration 15Q: 3 clusters Score -1.630404e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 161438 members 
Entering Unmasked Estep 
Score: -16304075.000000 Penalty: 3898.398926
	Iteration 16Q: 3 clusters Score -1.630408e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 161498 members 
Entering Unmasked Estep 
Score: -16304104.000000 Penalty: 3898.398926
	Iteration 17Q: 3 clusters Score -1.63041e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 161532 members 
Entering Unmasked Estep 
Score: -16304145.000000 Penalty: 3898.398926
	Iteration 18Q: 3 clusters Score -1.630414e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 161549 members 
Entering Unmasked Estep 
Score: -16304177.000000 Penalty: 3898.398926
	Iteration 19Q: 3 clusters Score -1.630418e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 161561 members 
Entering Unmasked Estep 
Score: -16304184.000000 Penalty: 3898.398926
	Iteration 20F: 3 clusters Score -1.630418e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 161569 members 
Entering Unmasked Estep 
Score: -16304191.000000 Penalty: 3898.398926
	Iteration 21Q: 3 clusters Score -1.630419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 161579 members 
Entering Unmasked Estep 
Score: -16304184.000000 Penalty: 3898.398926
	Iteration 22Q: 3 clusters Score -1.630418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 161588 members 
Entering Unmasked Estep 
Score: -16304203.000000 Penalty: 3898.398926
	Iteration 23Q: 3 clusters Score -1.63042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 161596 members 
Entering Unmasked Estep 
Score: -16304221.000000 Penalty: 3898.398926
	Iteration 24Q: 3 clusters Score -1.630422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 161600 members 
Entering Unmasked Estep 
Score: -16304237.000000 Penalty: 3898.398926
	Iteration 25Q: 3 clusters Score -1.630424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 161597 members 
Entering Unmasked Estep 
Score: -16304250.000000 Penalty: 3898.398926
	Iteration 26Q: 3 clusters Score -1.630425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 161597 members 
Entering Unmasked Estep 
Score: -16304257.000000 Penalty: 3898.398926
	Iteration 27Q: 3 clusters Score -1.630426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 161598 members 
Entering Unmasked Estep 
Score: -16304265.000000 Penalty: 3898.398926
	Iteration 28Q: 3 clusters Score -1.630426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 161602 members 
Entering Unmasked Estep 
Score: -16304272.000000 Penalty: 3898.398926
	Iteration 29Q: 3 clusters Score -1.630427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 161604 members 
Entering Unmasked Estep 
Score: -16304264.000000 Penalty: 3898.398926
	Iteration 30Q: 3 clusters Score -1.630426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 161606 members 
Entering Unmasked Estep 
Score: -16304265.000000 Penalty: 3898.398926
	Iteration 31Q: 3 clusters Score -1.630426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 161607 members 
Entering Unmasked Estep 
Score: -16304261.000000 Penalty: 3898.398926
	Iteration 32Q: 3 clusters Score -1.630426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 161609 members 
Entering Unmasked Estep 
Score: -16304267.000000 Penalty: 3898.398926
	Iteration 33Q: 3 clusters Score -1.630427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 161607 members 
Entering Unmasked Estep 
Score: -16304262.000000 Penalty: 3898.398926
	Iteration 34Q: 3 clusters Score -1.630426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 161609 members 
Entering Unmasked Estep 
Score: -16304271.000000 Penalty: 3898.398926
	Iteration 35Q: 3 clusters Score -1.630427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 161611 members 
Entering Unmasked Estep 
Score: -16304267.000000 Penalty: 3898.398926
	Iteration 36Q: 3 clusters Score -1.630427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 161611 members 
Entering Unmasked Estep 
Score: -16304267.000000 Penalty: 3898.398926
	Iteration 37F: 3 clusters Score -1.630427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167127 members 
Entering Unmasked Estep 
Score: -17160648.000000 Penalty: 1954.307739
	Iteration 0F: 2 clusters Score -1.716065e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83762 members 
Mstep: Class 2 contains 83365 members 
Entering Unmasked Estep 
Score: -17055288.000000 Penalty: 3908.615479
	Iteration 0F: 3 clusters Score -1.705529e+07 nChanged 80861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85361 members 
Mstep: Class 2 contains 81766 members 
Entering Unmasked Estep 
Score: -17103496.000000 Penalty: 3908.615479
	Iteration 1F: 3 clusters Score -1.71035e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85068 members 
Mstep: Class 2 contains 82059 members 
Entering Unmasked Estep 
Score: -17106050.000000 Penalty: 3908.615479
	Iteration 2Q: 3 clusters Score -1.710605e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84350 members 
Mstep: Class 2 contains 82777 members 
Entering Unmasked Estep 
Score: -17110214.000000 Penalty: 3908.615479
	Iteration 3Q: 3 clusters Score -1.711021e+07 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83124 members 
Mstep: Class 2 contains 84003 members 
Entering Unmasked Estep 
Score: -17115742.000000 Penalty: 3908.615479
	Iteration 4F: 3 clusters Score -1.711574e+07 nChanged 10978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 85911 members 
Entering Unmasked Estep 
Score: -17122200.000000 Penalty: 3908.615479
	Iteration 5F: 3 clusters Score -1.71222e+07 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78889 members 
Mstep: Class 2 contains 88238 members 
Entering Unmasked Estep 
Score: -17128070.000000 Penalty: 3908.615479
	Iteration 6F: 3 clusters Score -1.712807e+07 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76155 members 
Mstep: Class 2 contains 90972 members 
Entering Unmasked Estep 
Score: -17133646.000000 Penalty: 3908.615479
	Iteration 7F: 3 clusters Score -1.713365e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72860 members 
Mstep: Class 2 contains 94267 members 
Entering Unmasked Estep 
Score: -17138860.000000 Penalty: 3908.615479
	Iteration 8F: 3 clusters Score -1.713886e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Mstep: Class 2 contains 97558 members 
Entering Unmasked Estep 
Score: -17142910.000000 Penalty: 3908.615479
	Iteration 9Q: 3 clusters Score -1.714291e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66352 members 
Mstep: Class 2 contains 100775 members 
Entering Unmasked Estep 
Score: -17145482.000000 Penalty: 3908.615479
	Iteration 10Q: 3 clusters Score -1.714548e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63238 members 
Mstep: Class 2 contains 103889 members 
Entering Unmasked Estep 
Score: -17147178.000000 Penalty: 3908.615479
	Iteration 11Q: 3 clusters Score -1.714718e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 106966 members 
Entering Unmasked Estep 
Score: -17148224.000000 Penalty: 3908.615479
	Iteration 12Q: 3 clusters Score -1.714822e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 110088 members 
Entering Unmasked Estep 
Score: -17149142.000000 Penalty: 3908.615479
	Iteration 13Q: 3 clusters Score -1.714914e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 113407 members 
Entering Unmasked Estep 
Score: -17149966.000000 Penalty: 3908.615479
	Iteration 14Q: 3 clusters Score -1.714997e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 117019 members 
Entering Unmasked Estep 
Score: -17150816.000000 Penalty: 3908.615479
	Iteration 15Q: 3 clusters Score -1.715082e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 120828 members 
Entering Unmasked Estep 
Score: -17151906.000000 Penalty: 3908.615479
	Iteration 16Q: 3 clusters Score -1.715191e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 124806 members 
Entering Unmasked Estep 
Score: -17152788.000000 Penalty: 3908.615479
	Iteration 17Q: 3 clusters Score -1.715279e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 128989 members 
Entering Unmasked Estep 
Score: -17153976.000000 Penalty: 3908.615479
	Iteration 18Q: 3 clusters Score -1.715398e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 133130 members 
Entering Unmasked Estep 
Score: -17154946.000000 Penalty: 3908.615479
	Iteration 19Q: 3 clusters Score -1.715495e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 137308 members 
Entering Unmasked Estep 
Score: -17156044.000000 Penalty: 3908.615479
	Iteration 20F: 3 clusters Score -1.715604e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 141319 members 
Entering Unmasked Estep 
Score: -17157174.000000 Penalty: 3908.615479
	Iteration 21Q: 3 clusters Score -1.715717e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 145144 members 
Entering Unmasked Estep 
Score: -17158074.000000 Penalty: 3908.615479
	Iteration 22Q: 3 clusters Score -1.715807e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 148876 members 
Entering Unmasked Estep 
Score: -17158908.000000 Penalty: 3908.615479
	Iteration 23Q: 3 clusters Score -1.715891e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 152394 members 
Entering Unmasked Estep 
Score: -17159430.000000 Penalty: 3908.615479
	Iteration 24Q: 3 clusters Score -1.715943e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 155477 members 
Entering Unmasked Estep 
Score: -17159942.000000 Penalty: 3908.615479
	Iteration 25Q: 3 clusters Score -1.715994e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 158036 members 
Entering Unmasked Estep 
Score: -17160128.000000 Penalty: 3908.615479
	Iteration 26Q: 3 clusters Score -1.716013e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 159998 members 
Entering Unmasked Estep 
Score: -17160388.000000 Penalty: 3908.615479
	Iteration 27Q: 3 clusters Score -1.716039e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 161527 members 
Entering Unmasked Estep 
Score: -17160540.000000 Penalty: 3908.615479
	Iteration 28Q: 3 clusters Score -1.716054e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 162628 members 
Entering Unmasked Estep 
Score: -17160556.000000 Penalty: 3908.615479
	Iteration 29Q: 3 clusters Score -1.716056e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 163407 members 
Entering Unmasked Estep 
Score: -17160468.000000 Penalty: 3908.615479
	Iteration 30Q: 3 clusters Score -1.716047e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 163965 members 
Entering Unmasked Estep 
Score: -17160376.000000 Penalty: 3908.615479
	Iteration 31Q: 3 clusters Score -1.716038e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 164389 members 
Entering Unmasked Estep 
Score: -17160306.000000 Penalty: 3908.615479
	Iteration 32Q: 3 clusters Score -1.716031e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 164709 members 
Entering Unmasked Estep 
Score: -17160330.000000 Penalty: 3908.615479
	Iteration 33Q: 3 clusters Score -1.716033e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 164946 members 
Entering Unmasked Estep 
Score: -17160298.000000 Penalty: 3908.615479
	Iteration 34Q: 3 clusters Score -1.71603e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 165110 members 
Entering Unmasked Estep 
Score: -17160256.000000 Penalty: 3908.615479
	Iteration 35Q: 3 clusters Score -1.716026e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 165237 members 
Entering Unmasked Estep 
Score: -17160184.000000 Penalty: 3908.615479
	Iteration 36Q: 3 clusters Score -1.716018e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 165328 members 
Entering Unmasked Estep 
Score: -17160196.000000 Penalty: 3908.615479
	Iteration 37Q: 3 clusters Score -1.71602e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 165411 members 
Entering Unmasked Estep 
Score: -17160186.000000 Penalty: 3908.615479
	Iteration 38Q: 3 clusters Score -1.716019e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 165476 members 
Entering Unmasked Estep 
Score: -17160180.000000 Penalty: 3908.615479
	Iteration 39Q: 3 clusters Score -1.716018e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 165539 members 
Entering Unmasked Estep 
Score: -17160184.000000 Penalty: 3908.615479
	Iteration 40F: 3 clusters Score -1.716018e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 165631 members 
Entering Unmasked Estep 
Score: -17160138.000000 Penalty: 3908.615479
	Iteration 41Q: 3 clusters Score -1.716014e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 165702 members 
Entering Unmasked Estep 
Score: -17160120.000000 Penalty: 3908.615479
	Iteration 42Q: 3 clusters Score -1.716012e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 165752 members 
Entering Unmasked Estep 
Score: -17160112.000000 Penalty: 3908.615479
	Iteration 43Q: 3 clusters Score -1.716011e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 165795 members 
Entering Unmasked Estep 
Score: -17160120.000000 Penalty: 3908.615479
	Iteration 44Q: 3 clusters Score -1.716012e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 165829 members 
Entering Unmasked Estep 
Score: -17160122.000000 Penalty: 3908.615479
	Iteration 45Q: 3 clusters Score -1.716012e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 165858 members 
Entering Unmasked Estep 
Score: -17160100.000000 Penalty: 3908.615479
	Iteration 46Q: 3 clusters Score -1.71601e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 165885 members 
Entering Unmasked Estep 
Score: -17160086.000000 Penalty: 3908.615479
	Iteration 47Q: 3 clusters Score -1.716009e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 165902 members 
Entering Unmasked Estep 
Score: -17160066.000000 Penalty: 3908.615479
	Iteration 48Q: 3 clusters Score -1.716007e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 165922 members 
Entering Unmasked Estep 
Score: -17160076.000000 Penalty: 3908.615479
	Iteration 49Q: 3 clusters Score -1.716008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 165932 members 
Entering Unmasked Estep 
Score: -17160080.000000 Penalty: 3908.615479
	Iteration 50Q: 3 clusters Score -1.716008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 165941 members 
Entering Unmasked Estep 
Score: -17160060.000000 Penalty: 3908.615479
	Iteration 51Q: 3 clusters Score -1.716006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 165951 members 
Entering Unmasked Estep 
Score: -17160048.000000 Penalty: 3908.615479
	Iteration 52Q: 3 clusters Score -1.716005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 165958 members 
Entering Unmasked Estep 
Score: -17160042.000000 Penalty: 3908.615479
	Iteration 53Q: 3 clusters Score -1.716004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 165962 members 
Entering Unmasked Estep 
Score: -17160044.000000 Penalty: 3908.615479
	Iteration 54Q: 3 clusters Score -1.716004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 165963 members 
Entering Unmasked Estep 
Score: -17160042.000000 Penalty: 3908.615479
	Iteration 55Q: 3 clusters Score -1.716004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 165964 members 
Entering Unmasked Estep 
Score: -17160038.000000 Penalty: 3908.615479
	Iteration 56Q: 3 clusters Score -1.716004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 165965 members 
Entering Unmasked Estep 
Score: -17160042.000000 Penalty: 3908.615479
	Iteration 57Q: 3 clusters Score -1.716004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 165965 members 
Entering Unmasked Estep 
Score: -17160042.000000 Penalty: 3908.615479
	Iteration 58F: 3 clusters Score -1.716004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Entering Unmasked Estep 
Score: -1550311.500000 Penalty: 1562.817261
	Iteration 0F: 2 clusters Score -1550312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1539993.000000 Penalty: 3125.634521
	Iteration 0F: 3 clusters Score -1539993 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1543920.875000 Penalty: 3125.634521
	Iteration 1F: 3 clusters Score -1543921 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1544373.000000 Penalty: 3125.634521
	Iteration 2F: 3 clusters Score -1544373 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1544848.125000 Penalty: 3125.634521
	Iteration 3F: 3 clusters Score -1544848 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1545380.000000 Penalty: 3125.634521
	Iteration 4F: 3 clusters Score -1545380 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1546038.625000 Penalty: 3125.634521
	Iteration 5F: 3 clusters Score -1546039 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1546799.500000 Penalty: 3125.634521
	Iteration 6F: 3 clusters Score -1546800 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1547479.125000 Penalty: 3125.634521
	Iteration 7F: 3 clusters Score -1547479 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1547994.375000 Penalty: 3125.634521
	Iteration 8Q: 3 clusters Score -1547994 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1548308.000000 Penalty: 3125.634521
	Iteration 9Q: 3 clusters Score -1548308 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1548470.750000 Penalty: 3125.634521
	Iteration 10Q: 3 clusters Score -1548471 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1548585.000000 Penalty: 3125.634521
	Iteration 11Q: 3 clusters Score -1548585 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1548663.500000 Penalty: 3125.634521
	Iteration 12Q: 3 clusters Score -1548664 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1548732.625000 Penalty: 3125.634521
	Iteration 13Q: 3 clusters Score -1548733 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1548792.250000 Penalty: 3125.634521
	Iteration 14Q: 3 clusters Score -1548792 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1548846.250000 Penalty: 3125.634521
	Iteration 15Q: 3 clusters Score -1548846 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1548900.000000 Penalty: 3125.634521
	Iteration 16Q: 3 clusters Score -1548900 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1548935.625000 Penalty: 3125.634521
	Iteration 17Q: 3 clusters Score -1548936 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1548961.500000 Penalty: 3125.634521
	Iteration 18Q: 3 clusters Score -1548962 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1548982.500000 Penalty: 3125.634521
	Iteration 19Q: 3 clusters Score -1548982 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1549003.250000 Penalty: 3125.634521
	Iteration 20F: 3 clusters Score -1549003 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1549030.875000 Penalty: 3125.634521
	Iteration 21Q: 3 clusters Score -1549031 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1549055.500000 Penalty: 3125.634521
	Iteration 22Q: 3 clusters Score -1549056 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1549069.875000 Penalty: 3125.634521
	Iteration 23Q: 3 clusters Score -1549070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1549089.500000 Penalty: 3125.634521
	Iteration 24Q: 3 clusters Score -1549090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1549109.000000 Penalty: 3125.634521
	Iteration 25Q: 3 clusters Score -1549109 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1549124.625000 Penalty: 3125.634521
	Iteration 26Q: 3 clusters Score -1549125 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1549147.250000 Penalty: 3125.634521
	Iteration 27Q: 3 clusters Score -1549147 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1549164.375000 Penalty: 3125.634521
	Iteration 28Q: 3 clusters Score -1549164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1549181.375000 Penalty: 3125.634521
	Iteration 29Q: 3 clusters Score -1549181 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1549191.875000 Penalty: 3125.634521
	Iteration 30Q: 3 clusters Score -1549192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1549209.750000 Penalty: 3125.634521
	Iteration 31Q: 3 clusters Score -1549210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1549221.375000 Penalty: 3125.634521
	Iteration 32Q: 3 clusters Score -1549221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1549233.250000 Penalty: 3125.634521
	Iteration 33Q: 3 clusters Score -1549233 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1549241.875000 Penalty: 3125.634521
	Iteration 34Q: 3 clusters Score -1549242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1549261.000000 Penalty: 3125.634521
	Iteration 35Q: 3 clusters Score -1549261 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1549277.250000 Penalty: 3125.634521
	Iteration 36Q: 3 clusters Score -1549277 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1549295.250000 Penalty: 3125.634521
	Iteration 37Q: 3 clusters Score -1549295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1549308.500000 Penalty: 3125.634521
	Iteration 38Q: 3 clusters Score -1549308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1549317.000000 Penalty: 3125.634521
	Iteration 39Q: 3 clusters Score -1549317 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1549338.250000 Penalty: 3125.634521
	Iteration 40F: 3 clusters Score -1549338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1549349.875000 Penalty: 3125.634521
	Iteration 41Q: 3 clusters Score -1549350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1549359.000000 Penalty: 3125.634521
	Iteration 42Q: 3 clusters Score -1549359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1549369.625000 Penalty: 3125.634521
	Iteration 43Q: 3 clusters Score -1549370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1549380.750000 Penalty: 3125.634521
	Iteration 44Q: 3 clusters Score -1549381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1549384.375000 Penalty: 3125.634521
	Iteration 45Q: 3 clusters Score -1549384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1549387.625000 Penalty: 3125.634521
	Iteration 46Q: 3 clusters Score -1549388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1549395.000000 Penalty: 3125.634521
	Iteration 47Q: 3 clusters Score -1549395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1549393.000000 Penalty: 3125.634521
	Iteration 48Q: 3 clusters Score -1549393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1549396.125000 Penalty: 3125.634521
	Iteration 49Q: 3 clusters Score -1549396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1549401.125000 Penalty: 3125.634521
	Iteration 50Q: 3 clusters Score -1549401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1549399.250000 Penalty: 3125.634521
	Iteration 51Q: 3 clusters Score -1549399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1549401.000000 Penalty: 3125.634521
	Iteration 52Q: 3 clusters Score -1549401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1549400.500000 Penalty: 3125.634521
	Iteration 53Q: 3 clusters Score -1549400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1549400.500000 Penalty: 3125.634521
	Iteration 54F: 3 clusters Score -1549400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Entering Unmasked Estep 
Score: -792721.437500 Penalty: 1458.210815
	Iteration 0F: 2 clusters Score -792721.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -786977.437500 Penalty: 2916.421631
	Iteration 0F: 3 clusters Score -786977.4 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -788658.687500 Penalty: 2916.421631
	Iteration 1F: 3 clusters Score -788658.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -788901.000000 Penalty: 2916.421631
	Iteration 2F: 3 clusters Score -788901 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -789139.500000 Penalty: 2916.421631
	Iteration 3F: 3 clusters Score -789139.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -789408.000000 Penalty: 2916.421631
	Iteration 4F: 3 clusters Score -789408 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -789726.187500 Penalty: 2916.421631
	Iteration 5F: 3 clusters Score -789726.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -790163.187500 Penalty: 2916.421631
	Iteration 6F: 3 clusters Score -790163.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -790554.187500 Penalty: 2916.421631
	Iteration 7F: 3 clusters Score -790554.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -790915.187500 Penalty: 2916.421631
	Iteration 8F: 3 clusters Score -790915.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -791168.437500 Penalty: 2916.421631
	Iteration 9Q: 3 clusters Score -791168.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -791327.250000 Penalty: 2916.421631
	Iteration 10Q: 3 clusters Score -791327.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -791420.125000 Penalty: 2916.421631
	Iteration 11Q: 3 clusters Score -791420.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -791472.187500 Penalty: 2916.421631
	Iteration 12Q: 3 clusters Score -791472.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -791506.562500 Penalty: 2916.421631
	Iteration 13Q: 3 clusters Score -791506.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -791535.437500 Penalty: 2916.421631
	Iteration 14Q: 3 clusters Score -791535.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -791553.125000 Penalty: 2916.421631
	Iteration 15Q: 3 clusters Score -791553.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -791576.250000 Penalty: 2916.421631
	Iteration 16Q: 3 clusters Score -791576.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -791600.687500 Penalty: 2916.421631
	Iteration 17Q: 3 clusters Score -791600.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -791616.750000 Penalty: 2916.421631
	Iteration 18Q: 3 clusters Score -791616.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -791629.625000 Penalty: 2916.421631
	Iteration 19Q: 3 clusters Score -791629.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -791641.875000 Penalty: 2916.421631
	Iteration 20F: 3 clusters Score -791641.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -791650.500000 Penalty: 2916.421631
	Iteration 21Q: 3 clusters Score -791650.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -791659.062500 Penalty: 2916.421631
	Iteration 22Q: 3 clusters Score -791659.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -791670.312500 Penalty: 2916.421631
	Iteration 23Q: 3 clusters Score -791670.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -791674.375000 Penalty: 2916.421631
	Iteration 24Q: 3 clusters Score -791674.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -791682.687500 Penalty: 2916.421631
	Iteration 25Q: 3 clusters Score -791682.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -791686.250000 Penalty: 2916.421631
	Iteration 26Q: 3 clusters Score -791686.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -791690.687500 Penalty: 2916.421631
	Iteration 27Q: 3 clusters Score -791690.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -791693.312500 Penalty: 2916.421631
	Iteration 28Q: 3 clusters Score -791693.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -791695.437500 Penalty: 2916.421631
	Iteration 29Q: 3 clusters Score -791695.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -791697.375000 Penalty: 2916.421631
	Iteration 30Q: 3 clusters Score -791697.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -791696.500000 Penalty: 2916.421631
	Iteration 31Q: 3 clusters Score -791696.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -791699.000000 Penalty: 2916.421631
	Iteration 32Q: 3 clusters Score -791699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -791698.250000 Penalty: 2916.421631
	Iteration 33Q: 3 clusters Score -791698.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -791699.875000 Penalty: 2916.421631
	Iteration 34Q: 3 clusters Score -791699.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -791700.625000 Penalty: 2916.421631
	Iteration 35Q: 3 clusters Score -791700.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -791700.625000 Penalty: 2916.421631
	Iteration 36F: 3 clusters Score -791700.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (83398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83398 members 
Entering Unmasked Estep 
Score: -8563064.000000 Penalty: 1841.349243
	Iteration 0F: 2 clusters Score -8563064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -8507614.000000 Penalty: 3682.698486
	Iteration 0F: 3 clusters Score -8507614 nChanged 39700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -8530255.000000 Penalty: 3682.698486
	Iteration 1F: 3 clusters Score -8530255 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -8530840.000000 Penalty: 3682.698486
	Iteration 2Q: 3 clusters Score -8530840 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -8531442.000000 Penalty: 3682.698486
	Iteration 3Q: 3 clusters Score -8531442 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -8532395.000000 Penalty: 3682.698486
	Iteration 4Q: 3 clusters Score -8532395 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
Score: -8533904.000000 Penalty: 3682.698486
	Iteration 5Q: 3 clusters Score -8533904 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -8536657.000000 Penalty: 3682.698486
	Iteration 6F: 3 clusters Score -8536657 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -8541427.000000 Penalty: 3682.698486
	Iteration 7F: 3 clusters Score -8541427 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 67325 members 
Entering Unmasked Estep 
Score: -8547634.000000 Penalty: 3682.698486
	Iteration 8F: 3 clusters Score -8547634 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 73459 members 
Entering Unmasked Estep 
Score: -8553863.000000 Penalty: 3682.698486
	Iteration 9F: 3 clusters Score -8553863 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 77642 members 
Entering Unmasked Estep 
Score: -8558103.000000 Penalty: 3682.698486
	Iteration 10F: 3 clusters Score -8558103 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 79905 members 
Entering Unmasked Estep 
Score: -8560033.000000 Penalty: 3682.698486
	Iteration 11Q: 3 clusters Score -8560033 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 81019 members 
Entering Unmasked Estep 
Score: -8560873.000000 Penalty: 3682.698486
	Iteration 12Q: 3 clusters Score -8560873 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 81623 members 
Entering Unmasked Estep 
Score: -8561223.000000 Penalty: 3682.698486
	Iteration 13Q: 3 clusters Score -8561223 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 82017 members 
Entering Unmasked Estep 
Score: -8561417.000000 Penalty: 3682.698486
	Iteration 14Q: 3 clusters Score -8561417 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 82279 members 
Entering Unmasked Estep 
Score: -8561525.000000 Penalty: 3682.698486
	Iteration 15Q: 3 clusters Score -8561525 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 82438 members 
Entering Unmasked Estep 
Score: -8561574.000000 Penalty: 3682.698486
	Iteration 16Q: 3 clusters Score -8561574 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 82542 members 
Entering Unmasked Estep 
Score: -8561621.000000 Penalty: 3682.698486
	Iteration 17Q: 3 clusters Score -8561621 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 82609 members 
Entering Unmasked Estep 
Score: -8561669.000000 Penalty: 3682.698486
	Iteration 18Q: 3 clusters Score -8561669 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 82651 members 
Entering Unmasked Estep 
Score: -8561683.000000 Penalty: 3682.698486
	Iteration 19Q: 3 clusters Score -8561683 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 82684 members 
Entering Unmasked Estep 
Score: -8561690.000000 Penalty: 3682.698486
	Iteration 20F: 3 clusters Score -8561690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -8561698.000000 Penalty: 3682.698486
	Iteration 21Q: 3 clusters Score -8561698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 82731 members 
Entering Unmasked Estep 
Score: -8561696.000000 Penalty: 3682.698486
	Iteration 22Q: 3 clusters Score -8561696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 82743 members 
Entering Unmasked Estep 
Score: -8561696.000000 Penalty: 3682.698486
	Iteration 23Q: 3 clusters Score -8561696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 82756 members 
Entering Unmasked Estep 
Score: -8561718.000000 Penalty: 3682.698486
	Iteration 24Q: 3 clusters Score -8561718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 82774 members 
Entering Unmasked Estep 
Score: -8561722.000000 Penalty: 3682.698486
	Iteration 25Q: 3 clusters Score -8561722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 82788 members 
Entering Unmasked Estep 
Score: -8561724.000000 Penalty: 3682.698486
	Iteration 26Q: 3 clusters Score -8561724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 82790 members 
Entering Unmasked Estep 
Score: -8561719.000000 Penalty: 3682.698486
	Iteration 27Q: 3 clusters Score -8561719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 82793 members 
Entering Unmasked Estep 
Score: -8561725.000000 Penalty: 3682.698486
	Iteration 28Q: 3 clusters Score -8561725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 82797 members 
Entering Unmasked Estep 
Score: -8561718.000000 Penalty: 3682.698486
	Iteration 29Q: 3 clusters Score -8561718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 82804 members 
Entering Unmasked Estep 
Score: -8561725.000000 Penalty: 3682.698486
	Iteration 30Q: 3 clusters Score -8561725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 82805 members 
Entering Unmasked Estep 
Score: -8561721.000000 Penalty: 3682.698486
	Iteration 31Q: 3 clusters Score -8561721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 82808 members 
Entering Unmasked Estep 
Score: -8561717.000000 Penalty: 3682.698486
	Iteration 32Q: 3 clusters Score -8561717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 82811 members 
Entering Unmasked Estep 
Score: -8561720.000000 Penalty: 3682.698486
	Iteration 33Q: 3 clusters Score -8561720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 82811 members 
Entering Unmasked Estep 
Score: -8561720.000000 Penalty: 3682.698486
	Iteration 34F: 3 clusters Score -8561720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (161305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161305 members 
Entering Unmasked Estep 
Score: -16590041.000000 Penalty: 1948.546021
	Iteration 0F: 2 clusters Score -1.659004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80514 members 
Mstep: Class 2 contains 80791 members 
Entering Unmasked Estep 
Score: -16487020.000000 Penalty: 3897.092041
	Iteration 0F: 3 clusters Score -1.648702e+07 nChanged 77703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78059 members 
Mstep: Class 2 contains 83246 members 
Entering Unmasked Estep 
Score: -16532202.000000 Penalty: 3897.092041
	Iteration 1F: 3 clusters Score -1.65322e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76444 members 
Mstep: Class 2 contains 84861 members 
Entering Unmasked Estep 
Score: -16532861.000000 Penalty: 3897.092041
	Iteration 2Q: 3 clusters Score -1.653286e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73870 members 
Mstep: Class 2 contains 87435 members 
Entering Unmasked Estep 
Score: -16533920.000000 Penalty: 3897.092041
	Iteration 3Q: 3 clusters Score -1.653392e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69989 members 
Mstep: Class 2 contains 91316 members 
Entering Unmasked Estep 
Score: -16535459.000000 Penalty: 3897.092041
	Iteration 4Q: 3 clusters Score -1.653546e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64080 members 
Mstep: Class 2 contains 97225 members 
Entering Unmasked Estep 
Score: -16538251.000000 Penalty: 3897.092041
	Iteration 5Q: 3 clusters Score -1.653825e+07 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 106109 members 
Entering Unmasked Estep 
Score: -16543324.000000 Penalty: 3897.092041
	Iteration 6F: 3 clusters Score -1.654332e+07 nChanged 12310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 118395 members 
Entering Unmasked Estep 
Score: -16552139.000000 Penalty: 3897.092041
	Iteration 7F: 3 clusters Score -1.655214e+07 nChanged 14792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 133187 members 
Entering Unmasked Estep 
Score: -16564616.000000 Penalty: 3897.092041
	Iteration 8F: 3 clusters Score -1.656462e+07 nChanged 13684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 146871 members 
Entering Unmasked Estep 
Score: -16576865.000000 Penalty: 3897.092041
	Iteration 9F: 3 clusters Score -1.657686e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 155791 members 
Entering Unmasked Estep 
Score: -16584136.000000 Penalty: 3897.092041
	Iteration 10F: 3 clusters Score -1.658414e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 159548 members 
Entering Unmasked Estep 
Score: -16586820.000000 Penalty: 3897.092041
	Iteration 11Q: 3 clusters Score -1.658682e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 160731 members 
Entering Unmasked Estep 
Score: -16587782.000000 Penalty: 3897.092041
	Iteration 12Q: 3 clusters Score -1.658778e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 161043 members 
Entering Unmasked Estep 
Score: -16588051.000000 Penalty: 3897.092041
	Iteration 13Q: 3 clusters Score -1.658805e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 161113 members 
Entering Unmasked Estep 
Score: -16588152.000000 Penalty: 3897.092041
	Iteration 14Q: 3 clusters Score -1.658815e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 161138 members 
Entering Unmasked Estep 
Score: -16588215.000000 Penalty: 3897.092041
	Iteration 15Q: 3 clusters Score -1.658822e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 161144 members 
Entering Unmasked Estep 
Score: -16588242.000000 Penalty: 3897.092041
	Iteration 16Q: 3 clusters Score -1.658824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 161147 members 
Entering Unmasked Estep 
Score: -16588265.000000 Penalty: 3897.092041
	Iteration 17Q: 3 clusters Score -1.658826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 161149 members 
Entering Unmasked Estep 
Score: -16588264.000000 Penalty: 3897.092041
	Iteration 18Q: 3 clusters Score -1.658826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 161152 members 
Entering Unmasked Estep 
Score: -16588273.000000 Penalty: 3897.092041
	Iteration 19Q: 3 clusters Score -1.658827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 161151 members 
Entering Unmasked Estep 
Score: -16588274.000000 Penalty: 3897.092041
	Iteration 20F: 3 clusters Score -1.658827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 161152 members 
Entering Unmasked Estep 
Score: -16588286.000000 Penalty: 3897.092041
	Iteration 21Q: 3 clusters Score -1.658829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 161152 members 
Entering Unmasked Estep 
Score: -16588286.000000 Penalty: 3897.092041
	Iteration 22F: 3 clusters Score -1.658829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -254524.359375 Penalty: 1260.381836
	Iteration 0F: 2 clusters Score -254524.4 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 1170 members 
Entering Unmasked Estep 
Score: -252187.437500 Penalty: 2520.763672
	Iteration 0F: 3 clusters Score -252187.4 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -252636.703125 Penalty: 2520.763672
	Iteration 1F: 3 clusters Score -252636.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -252755.000000 Penalty: 2520.763672
	Iteration 2F: 3 clusters Score -252755 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -252824.687500 Penalty: 2520.763672
	Iteration 3Q: 3 clusters Score -252824.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -252865.375000 Penalty: 2520.763672
	Iteration 4Q: 3 clusters Score -252865.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -252889.421875 Penalty: 2520.763672
	Iteration 5Q: 3 clusters Score -252889.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -252908.546875 Penalty: 2520.763672
	Iteration 6Q: 3 clusters Score -252908.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -252922.750000 Penalty: 2520.763672
	Iteration 7Q: 3 clusters Score -252922.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -252933.625000 Penalty: 2520.763672
	Iteration 8Q: 3 clusters Score -252933.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -252938.734375 Penalty: 2520.763672
	Iteration 9Q: 3 clusters Score -252938.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -252944.984375 Penalty: 2520.763672
	Iteration 10Q: 3 clusters Score -252945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -252950.796875 Penalty: 2520.763672
	Iteration 11Q: 3 clusters Score -252950.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -252953.875000 Penalty: 2520.763672
	Iteration 12Q: 3 clusters Score -252953.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -252957.296875 Penalty: 2520.763672
	Iteration 13Q: 3 clusters Score -252957.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -252959.453125 Penalty: 2520.763672
	Iteration 14Q: 3 clusters Score -252959.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -252960.578125 Penalty: 2520.763672
	Iteration 15Q: 3 clusters Score -252960.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -252961.781250 Penalty: 2520.763672
	Iteration 16Q: 3 clusters Score -252961.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -252963.609375 Penalty: 2520.763672
	Iteration 17Q: 3 clusters Score -252963.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -252967.078125 Penalty: 2520.763672
	Iteration 18Q: 3 clusters Score -252967.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -252969.156250 Penalty: 2520.763672
	Iteration 19Q: 3 clusters Score -252969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -252969.562500 Penalty: 2520.763672
	Iteration 20F: 3 clusters Score -252969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -252970.125000 Penalty: 2520.763672
	Iteration 21Q: 3 clusters Score -252970.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -252970.125000 Penalty: 2520.763672
	Iteration 22F: 3 clusters Score -252970.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (146768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146768 members 
Entering Unmasked Estep 
Score: -14912895.000000 Penalty: 1933.198853
	Iteration 0F: 2 clusters Score -1.49129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73597 members 
Mstep: Class 2 contains 73171 members 
Entering Unmasked Estep 
Score: -14815297.000000 Penalty: 3866.397705
	Iteration 0F: 3 clusters Score -1.48153e+07 nChanged 70699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 70802 members 
Entering Unmasked Estep 
Score: -14857081.000000 Penalty: 3866.397705
	Iteration 1F: 3 clusters Score -1.485708e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77889 members 
Mstep: Class 2 contains 68879 members 
Entering Unmasked Estep 
Score: -14858172.000000 Penalty: 3866.397705
	Iteration 2Q: 3 clusters Score -1.485817e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80817 members 
Mstep: Class 2 contains 65951 members 
Entering Unmasked Estep 
Score: -14859788.000000 Penalty: 3866.397705
	Iteration 3Q: 3 clusters Score -1.485979e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85272 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -14862331.000000 Penalty: 3866.397705
	Iteration 4Q: 3 clusters Score -1.486233e+07 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91800 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -14866497.000000 Penalty: 3866.397705
	Iteration 5F: 3 clusters Score -1.48665e+07 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100969 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -14873167.000000 Penalty: 3866.397705
	Iteration 6F: 3 clusters Score -1.487317e+07 nChanged 11409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112124 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -14882332.000000 Penalty: 3866.397705
	Iteration 7F: 3 clusters Score -1.488233e+07 nChanged 11771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123809 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -14892545.000000 Penalty: 3866.397705
	Iteration 8F: 3 clusters Score -1.489254e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133217 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -14900990.000000 Penalty: 3866.397705
	Iteration 9F: 3 clusters Score -1.490099e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139417 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -14906351.000000 Penalty: 3866.397705
	Iteration 10Q: 3 clusters Score -1.490635e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142890 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -14909086.000000 Penalty: 3866.397705
	Iteration 11Q: 3 clusters Score -1.490909e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144664 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -14910290.000000 Penalty: 3866.397705
	Iteration 12Q: 3 clusters Score -1.491029e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145523 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -14910844.000000 Penalty: 3866.397705
	Iteration 13Q: 3 clusters Score -1.491084e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145925 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -14911088.000000 Penalty: 3866.397705
	Iteration 14Q: 3 clusters Score -1.491109e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146143 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -14911229.000000 Penalty: 3866.397705
	Iteration 15Q: 3 clusters Score -1.491123e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146239 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -14911297.000000 Penalty: 3866.397705
	Iteration 16Q: 3 clusters Score -1.49113e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146311 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -14911336.000000 Penalty: 3866.397705
	Iteration 17Q: 3 clusters Score -1.491134e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146348 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -14911360.000000 Penalty: 3866.397705
	Iteration 18Q: 3 clusters Score -1.491136e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146371 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -14911369.000000 Penalty: 3866.397705
	Iteration 19Q: 3 clusters Score -1.491137e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146389 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -14911385.000000 Penalty: 3866.397705
	Iteration 20F: 3 clusters Score -1.491138e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146404 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -14911408.000000 Penalty: 3866.397705
	Iteration 21Q: 3 clusters Score -1.491141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146405 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -14911418.000000 Penalty: 3866.397705
	Iteration 22Q: 3 clusters Score -1.491142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146408 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -14911414.000000 Penalty: 3866.397705
	Iteration 23Q: 3 clusters Score -1.491141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146410 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -14911418.000000 Penalty: 3866.397705
	Iteration 24Q: 3 clusters Score -1.491142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146409 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -14911420.000000 Penalty: 3866.397705
	Iteration 25Q: 3 clusters Score -1.491142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146410 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -14911418.000000 Penalty: 3866.397705
	Iteration 26Q: 3 clusters Score -1.491142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146411 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -14911412.000000 Penalty: 3866.397705
	Iteration 27Q: 3 clusters Score -1.491141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146413 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -14911418.000000 Penalty: 3866.397705
	Iteration 28Q: 3 clusters Score -1.491142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146418 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -14911438.000000 Penalty: 3866.397705
	Iteration 29Q: 3 clusters Score -1.491144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146420 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14911428.000000 Penalty: 3866.397705
	Iteration 30Q: 3 clusters Score -1.491143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146424 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -14911439.000000 Penalty: 3866.397705
	Iteration 31Q: 3 clusters Score -1.491144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146425 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -14911445.000000 Penalty: 3866.397705
	Iteration 32Q: 3 clusters Score -1.491144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146427 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -14911445.000000 Penalty: 3866.397705
	Iteration 33Q: 3 clusters Score -1.491144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146429 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -14911442.000000 Penalty: 3866.397705
	Iteration 34Q: 3 clusters Score -1.491144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146431 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -14911437.000000 Penalty: 3866.397705
	Iteration 35Q: 3 clusters Score -1.491144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146433 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -14911442.000000 Penalty: 3866.397705
	Iteration 36Q: 3 clusters Score -1.491144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146436 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -14911441.000000 Penalty: 3866.397705
	Iteration 37Q: 3 clusters Score -1.491144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146437 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -14911447.000000 Penalty: 3866.397705
	Iteration 38Q: 3 clusters Score -1.491145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146437 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -14911441.000000 Penalty: 3866.397705
	Iteration 39Q: 3 clusters Score -1.491144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146437 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -14911441.000000 Penalty: 3866.397705
	Iteration 40F: 3 clusters Score -1.491144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 3 contains 2935 members 
Mstep: Class 4 contains 157967 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152472 members 
Mstep: Class 11 contains 136167 members 
Mstep: Class 12 contains 53953 members 
Mstep: Class 14 contains 161955 members 
Mstep: Class 15 contains 167127 members 
Mstep: Class 16 contains 15023 members 
Mstep: Class 17 contains 7892 members 
Mstep: Class 19 contains 83398 members 
Mstep: Class 20 contains 161305 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960008.000000 Penalty: 36575.996094
Iteration 439Q: 17 clusters Score -1.2796e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 3 contains 2935 members 
Mstep: Class 4 contains 157967 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152478 members 
Mstep: Class 11 contains 136163 members 
Mstep: Class 12 contains 53951 members 
Mstep: Class 14 contains 161948 members 
Mstep: Class 15 contains 167136 members 
Mstep: Class 16 contains 15020 members 
Mstep: Class 17 contains 7890 members 
Mstep: Class 19 contains 83396 members 
Mstep: Class 20 contains 161313 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960184.000000 Penalty: 36575.996094
Iteration 440F: 17 clusters Score -1.279602e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157967 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152477 members 
Mstep: Class 11 contains 136159 members 
Mstep: Class 12 contains 53951 members 
Mstep: Class 14 contains 161946 members 
Mstep: Class 15 contains 167146 members 
Mstep: Class 16 contains 15016 members 
Mstep: Class 17 contains 7888 members 
Mstep: Class 19 contains 83395 members 
Mstep: Class 20 contains 161318 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960144.000000 Penalty: 36575.996094
Iteration 441Q: 17 clusters Score -1.279601e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157968 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152476 members 
Mstep: Class 11 contains 136160 members 
Mstep: Class 12 contains 53953 members 
Mstep: Class 14 contains 161950 members 
Mstep: Class 15 contains 167156 members 
Mstep: Class 16 contains 15014 members 
Mstep: Class 17 contains 7886 members 
Mstep: Class 19 contains 83390 members 
Mstep: Class 20 contains 161318 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960120.000000 Penalty: 36575.996094
Iteration 442Q: 17 clusters Score -1.279601e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157968 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152474 members 
Mstep: Class 11 contains 136164 members 
Mstep: Class 12 contains 53952 members 
Mstep: Class 14 contains 161952 members 
Mstep: Class 15 contains 167165 members 
Mstep: Class 16 contains 15012 members 
Mstep: Class 17 contains 7884 members 
Mstep: Class 19 contains 83389 members 
Mstep: Class 20 contains 161316 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960144.000000 Penalty: 36575.996094
Iteration 443Q: 17 clusters Score -1.279601e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157966 members 
Mstep: Class 5 contains 7624 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152481 members 
Mstep: Class 11 contains 136165 members 
Mstep: Class 12 contains 53946 members 
Mstep: Class 14 contains 161953 members 
Mstep: Class 15 contains 167171 members 
Mstep: Class 16 contains 15011 members 
Mstep: Class 17 contains 7883 members 
Mstep: Class 19 contains 83387 members 
Mstep: Class 20 contains 161314 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960192.000000 Penalty: 36575.996094
Iteration 444Q: 17 clusters Score -1.279602e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157960 members 
Mstep: Class 5 contains 7624 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152482 members 
Mstep: Class 11 contains 136166 members 
Mstep: Class 12 contains 53946 members 
Mstep: Class 14 contains 161961 members 
Mstep: Class 15 contains 167179 members 
Mstep: Class 16 contains 15010 members 
Mstep: Class 17 contains 7882 members 
Mstep: Class 19 contains 83387 members 
Mstep: Class 20 contains 161310 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960112.000000 Penalty: 36575.996094
Iteration 445Q: 17 clusters Score -1.279601e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157952 members 
Mstep: Class 5 contains 7624 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152481 members 
Mstep: Class 11 contains 136166 members 
Mstep: Class 12 contains 53944 members 
Mstep: Class 14 contains 161967 members 
Mstep: Class 15 contains 167186 members 
Mstep: Class 16 contains 15010 members 
Mstep: Class 17 contains 7881 members 
Mstep: Class 19 contains 83389 members 
Mstep: Class 20 contains 161308 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960128.000000 Penalty: 36575.996094
Iteration 446Q: 17 clusters Score -1.279601e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157950 members 
Mstep: Class 5 contains 7624 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152486 members 
Mstep: Class 11 contains 136167 members 
Mstep: Class 12 contains 53937 members 
Mstep: Class 14 contains 161973 members 
Mstep: Class 15 contains 167191 members 
Mstep: Class 16 contains 15010 members 
Mstep: Class 17 contains 7880 members 
Mstep: Class 19 contains 83390 members 
Mstep: Class 20 contains 161303 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960072.000000 Penalty: 36575.996094
Iteration 447Q: 17 clusters Score -1.279601e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157945 members 
Mstep: Class 5 contains 7624 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152488 members 
Mstep: Class 11 contains 136168 members 
Mstep: Class 12 contains 53934 members 
Mstep: Class 14 contains 161982 members 
Mstep: Class 15 contains 167191 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7878 members 
Mstep: Class 19 contains 83390 members 
Mstep: Class 20 contains 161305 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960152.000000 Penalty: 36575.996094
Iteration 448Q: 17 clusters Score -1.279602e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157942 members 
Mstep: Class 5 contains 7624 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152483 members 
Mstep: Class 11 contains 136168 members 
Mstep: Class 12 contains 53933 members 
Mstep: Class 14 contains 161992 members 
Mstep: Class 15 contains 167195 members 
Mstep: Class 16 contains 15007 members 
Mstep: Class 17 contains 7875 members 
Mstep: Class 19 contains 83390 members 
Mstep: Class 20 contains 161308 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960072.000000 Penalty: 36575.996094
Iteration 449Q: 17 clusters Score -1.279601e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157945 members 
Mstep: Class 5 contains 7624 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152482 members 
Mstep: Class 11 contains 136168 members 
Mstep: Class 12 contains 53933 members 
Mstep: Class 14 contains 161992 members 
Mstep: Class 15 contains 167200 members 
Mstep: Class 16 contains 15007 members 
Mstep: Class 17 contains 7871 members 
Mstep: Class 19 contains 83390 members 
Mstep: Class 20 contains 161308 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960120.000000 Penalty: 36575.996094
Iteration 450Q: 17 clusters Score -1.279601e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157944 members 
Mstep: Class 5 contains 7624 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152480 members 
Mstep: Class 11 contains 136169 members 
Mstep: Class 12 contains 53930 members 
Mstep: Class 14 contains 161997 members 
Mstep: Class 15 contains 167205 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7866 members 
Mstep: Class 19 contains 83391 members 
Mstep: Class 20 contains 161308 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960176.000000 Penalty: 36575.996094
Iteration 451Q: 17 clusters Score -1.279602e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157940 members 
Mstep: Class 5 contains 7624 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152484 members 
Mstep: Class 11 contains 136168 members 
Mstep: Class 12 contains 53930 members 
Mstep: Class 14 contains 162006 members 
Mstep: Class 15 contains 167208 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7859 members 
Mstep: Class 19 contains 83394 members 
Mstep: Class 20 contains 161305 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960152.000000 Penalty: 36575.996094
Iteration 452Q: 17 clusters Score -1.279602e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157936 members 
Mstep: Class 5 contains 7624 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152491 members 
Mstep: Class 11 contains 136166 members 
Mstep: Class 12 contains 53926 members 
Mstep: Class 14 contains 162011 members 
Mstep: Class 15 contains 167211 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7856 members 
Mstep: Class 19 contains 83394 members 
Mstep: Class 20 contains 161304 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960184.000000 Penalty: 36575.996094
Iteration 453Q: 17 clusters Score -1.279602e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157933 members 
Mstep: Class 5 contains 7623 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152497 members 
Mstep: Class 11 contains 136166 members 
Mstep: Class 12 contains 53922 members 
Mstep: Class 14 contains 162002 members 
Mstep: Class 15 contains 167212 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7856 members 
Mstep: Class 19 contains 83396 members 
Mstep: Class 20 contains 161308 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960168.000000 Penalty: 36575.996094
Iteration 454Q: 17 clusters Score -1.279602e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157934 members 
Mstep: Class 5 contains 7623 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152495 members 
Mstep: Class 11 contains 136165 members 
Mstep: Class 12 contains 53924 members 
Mstep: Class 14 contains 161994 members 
Mstep: Class 15 contains 167216 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7856 members 
Mstep: Class 19 contains 83398 members 
Mstep: Class 20 contains 161306 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960176.000000 Penalty: 36575.996094
Iteration 455Q: 17 clusters Score -1.279602e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157933 members 
Mstep: Class 5 contains 7623 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152496 members 
Mstep: Class 11 contains 136163 members 
Mstep: Class 12 contains 53926 members 
Mstep: Class 14 contains 161993 members 
Mstep: Class 15 contains 167218 members 
Mstep: Class 16 contains 15007 members 
Mstep: Class 17 contains 7855 members 
Mstep: Class 19 contains 83400 members 
Mstep: Class 20 contains 161306 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960144.000000 Penalty: 36575.996094
Iteration 456Q: 17 clusters Score -1.279601e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157931 members 
Mstep: Class 5 contains 7623 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152497 members 
Mstep: Class 11 contains 136163 members 
Mstep: Class 12 contains 53922 members 
Mstep: Class 14 contains 161997 members 
Mstep: Class 15 contains 167220 members 
Mstep: Class 16 contains 15006 members 
Mstep: Class 17 contains 7853 members 
Mstep: Class 19 contains 83404 members 
Mstep: Class 20 contains 161305 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960128.000000 Penalty: 36575.996094
Iteration 457Q: 17 clusters Score -1.279601e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157930 members 
Mstep: Class 5 contains 7623 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152495 members 
Mstep: Class 11 contains 136164 members 
Mstep: Class 12 contains 53920 members 
Mstep: Class 14 contains 161999 members 
Mstep: Class 15 contains 167219 members 
Mstep: Class 16 contains 15007 members 
Mstep: Class 17 contains 7853 members 
Mstep: Class 19 contains 83408 members 
Mstep: Class 20 contains 161302 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960160.000000 Penalty: 36575.996094
Iteration 458Q: 17 clusters Score -1.279602e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157931 members 
Mstep: Class 5 contains 7623 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152491 members 
Mstep: Class 11 contains 136165 members 
Mstep: Class 12 contains 53922 members 
Mstep: Class 14 contains 161998 members 
Mstep: Class 15 contains 167219 members 
Mstep: Class 16 contains 15006 members 
Mstep: Class 17 contains 7852 members 
Mstep: Class 19 contains 83411 members 
Mstep: Class 20 contains 161303 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960160.000000 Penalty: 36575.996094
Iteration 459Q: 17 clusters Score -1.279602e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157933 members 
Mstep: Class 5 contains 7623 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152486 members 
Mstep: Class 11 contains 136166 members 
Mstep: Class 12 contains 53922 members 
Mstep: Class 14 contains 161995 members 
Mstep: Class 15 contains 167219 members 
Mstep: Class 16 contains 15005 members 
Mstep: Class 17 contains 7852 members 
Mstep: Class 19 contains 83416 members 
Mstep: Class 20 contains 161302 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960144.000000 Penalty: 36575.996094
Iteration 460F: 17 clusters Score -1.279601e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157933 members 
Mstep: Class 5 contains 7623 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152487 members 
Mstep: Class 11 contains 136167 members 
Mstep: Class 12 contains 53923 members 
Mstep: Class 14 contains 161990 members 
Mstep: Class 15 contains 167213 members 
Mstep: Class 16 contains 15005 members 
Mstep: Class 17 contains 7852 members 
Mstep: Class 19 contains 83425 members 
Mstep: Class 20 contains 161300 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960176.000000 Penalty: 36575.996094
Iteration 461Q: 17 clusters Score -1.279602e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157934 members 
Mstep: Class 5 contains 7623 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152488 members 
Mstep: Class 11 contains 136169 members 
Mstep: Class 12 contains 53923 members 
Mstep: Class 14 contains 161985 members 
Mstep: Class 15 contains 167211 members 
Mstep: Class 16 contains 15005 members 
Mstep: Class 17 contains 7851 members 
Mstep: Class 19 contains 83430 members 
Mstep: Class 20 contains 161299 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960136.000000 Penalty: 36575.996094
Iteration 462Q: 17 clusters Score -1.279601e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157934 members 
Mstep: Class 5 contains 7623 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152492 members 
Mstep: Class 11 contains 136172 members 
Mstep: Class 12 contains 53923 members 
Mstep: Class 14 contains 161985 members 
Mstep: Class 15 contains 167215 members 
Mstep: Class 16 contains 15005 members 
Mstep: Class 17 contains 7850 members 
Mstep: Class 19 contains 83424 members 
Mstep: Class 20 contains 161296 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960096.000000 Penalty: 36575.996094
Iteration 463Q: 17 clusters Score -1.279601e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157934 members 
Mstep: Class 5 contains 7624 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152499 members 
Mstep: Class 11 contains 136174 members 
Mstep: Class 12 contains 53924 members 
Mstep: Class 14 contains 161982 members 
Mstep: Class 15 contains 167216 members 
Mstep: Class 16 contains 15005 members 
Mstep: Class 17 contains 7850 members 
Mstep: Class 19 contains 83423 members 
Mstep: Class 20 contains 161293 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960144.000000 Penalty: 36575.996094
Iteration 464Q: 17 clusters Score -1.279601e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 157933 members 
Mstep: Class 5 contains 7623 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152504 members 
Mstep: Class 11 contains 136177 members 
Mstep: Class 12 contains 53927 members 
Mstep: Class 14 contains 161974 members 
Mstep: Class 15 contains 167218 members 
Mstep: Class 16 contains 15005 members 
Mstep: Class 17 contains 7849 members 
Mstep: Class 19 contains 83421 members 
Mstep: Class 20 contains 161291 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960152.000000 Penalty: 36575.996094
Iteration 465Q: 17 clusters Score -1.279602e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 3 contains 2937 members 
Mstep: Class 4 contains 157933 members 
Mstep: Class 5 contains 7622 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152507 members 
Mstep: Class 11 contains 136176 members 
Mstep: Class 12 contains 53929 members 
Mstep: Class 14 contains 161966 members 
Mstep: Class 15 contains 167220 members 
Mstep: Class 16 contains 15006 members 
Mstep: Class 17 contains 7846 members 
Mstep: Class 19 contains 83419 members 
Mstep: Class 20 contains 161292 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960200.000000 Penalty: 36575.996094
Iteration 466Q: 17 clusters Score -1.279602e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 3 contains 2938 members 
Mstep: Class 4 contains 157934 members 
Mstep: Class 5 contains 7621 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152508 members 
Mstep: Class 11 contains 136176 members 
Mstep: Class 12 contains 53928 members 
Mstep: Class 14 contains 161959 members 
Mstep: Class 15 contains 167220 members 
Mstep: Class 16 contains 15007 members 
Mstep: Class 17 contains 7845 members 
Mstep: Class 19 contains 83419 members 
Mstep: Class 20 contains 161294 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960232.000000 Penalty: 36575.996094
Iteration 467Q: 17 clusters Score -1.279602e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157934 members 
Mstep: Class 5 contains 7617 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152511 members 
Mstep: Class 11 contains 136176 members 
Mstep: Class 12 contains 53926 members 
Mstep: Class 14 contains 161947 members 
Mstep: Class 15 contains 167224 members 
Mstep: Class 16 contains 15007 members 
Mstep: Class 17 contains 7847 members 
Mstep: Class 19 contains 83417 members 
Mstep: Class 20 contains 161294 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960224.000000 Penalty: 36575.996094
Iteration 468Q: 17 clusters Score -1.279602e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157931 members 
Mstep: Class 5 contains 7613 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152512 members 
Mstep: Class 11 contains 136176 members 
Mstep: Class 12 contains 53927 members 
Mstep: Class 14 contains 161941 members 
Mstep: Class 15 contains 167227 members 
Mstep: Class 16 contains 15007 members 
Mstep: Class 17 contains 7848 members 
Mstep: Class 19 contains 83415 members 
Mstep: Class 20 contains 161295 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960232.000000 Penalty: 36575.996094
Iteration 469Q: 17 clusters Score -1.279602e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157932 members 
Mstep: Class 5 contains 7609 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152516 members 
Mstep: Class 11 contains 136177 members 
Mstep: Class 12 contains 53927 members 
Mstep: Class 14 contains 161938 members 
Mstep: Class 15 contains 167228 members 
Mstep: Class 16 contains 15006 members 
Mstep: Class 17 contains 7846 members 
Mstep: Class 19 contains 83413 members 
Mstep: Class 20 contains 161294 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960216.000000 Penalty: 36575.996094
Iteration 470Q: 17 clusters Score -1.279602e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157933 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152517 members 
Mstep: Class 11 contains 136179 members 
Mstep: Class 12 contains 53928 members 
Mstep: Class 14 contains 161930 members 
Mstep: Class 15 contains 167229 members 
Mstep: Class 16 contains 15007 members 
Mstep: Class 17 contains 7844 members 
Mstep: Class 19 contains 83411 members 
Mstep: Class 20 contains 161294 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960232.000000 Penalty: 36575.996094
Iteration 471Q: 17 clusters Score -1.279602e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157935 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152520 members 
Mstep: Class 11 contains 136179 members 
Mstep: Class 12 contains 53930 members 
Mstep: Class 14 contains 161921 members 
Mstep: Class 15 contains 167233 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7843 members 
Mstep: Class 19 contains 83408 members 
Mstep: Class 20 contains 161293 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960160.000000 Penalty: 36575.996094
Iteration 472Q: 17 clusters Score -1.279602e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157934 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152523 members 
Mstep: Class 11 contains 136179 members 
Mstep: Class 12 contains 53930 members 
Mstep: Class 14 contains 161919 members 
Mstep: Class 15 contains 167234 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7843 members 
Mstep: Class 19 contains 83406 members 
Mstep: Class 20 contains 161295 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960112.000000 Penalty: 36575.996094
Iteration 473Q: 17 clusters Score -1.279601e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157933 members 
Mstep: Class 5 contains 7606 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152526 members 
Mstep: Class 11 contains 136179 members 
Mstep: Class 12 contains 53930 members 
Mstep: Class 14 contains 161917 members 
Mstep: Class 15 contains 167233 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7843 members 
Mstep: Class 19 contains 83405 members 
Mstep: Class 20 contains 161297 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960096.000000 Penalty: 36575.996094
Iteration 474Q: 17 clusters Score -1.279601e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157934 members 
Mstep: Class 5 contains 7606 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152527 members 
Mstep: Class 11 contains 136179 members 
Mstep: Class 12 contains 53931 members 
Mstep: Class 14 contains 161917 members 
Mstep: Class 15 contains 167236 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7842 members 
Mstep: Class 19 contains 83402 members 
Mstep: Class 20 contains 161297 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960144.000000 Penalty: 36575.996094
Iteration 475Q: 17 clusters Score -1.279601e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157935 members 
Mstep: Class 5 contains 7606 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152530 members 
Mstep: Class 11 contains 136179 members 
Mstep: Class 12 contains 53931 members 
Mstep: Class 14 contains 161915 members 
Mstep: Class 15 contains 167238 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7841 members 
Mstep: Class 19 contains 83398 members 
Mstep: Class 20 contains 161298 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960144.000000 Penalty: 36575.996094
Iteration 476Q: 17 clusters Score -1.279601e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157935 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152531 members 
Mstep: Class 11 contains 136181 members 
Mstep: Class 12 contains 53931 members 
Mstep: Class 14 contains 161919 members 
Mstep: Class 15 contains 167238 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7840 members 
Mstep: Class 19 contains 83397 members 
Mstep: Class 20 contains 161296 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960136.000000 Penalty: 36575.996094
Iteration 477Q: 17 clusters Score -1.279601e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157935 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152531 members 
Mstep: Class 11 contains 136184 members 
Mstep: Class 12 contains 53931 members 
Mstep: Class 14 contains 161924 members 
Mstep: Class 15 contains 167238 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83396 members 
Mstep: Class 20 contains 161294 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960064.000000 Penalty: 36575.996094
Iteration 478Q: 17 clusters Score -1.279601e+08 nChanged 20
Entering ConstructFrom: 
Score: -127960064.000000 Penalty: 36575.996094
Entering ConstructFrom: 
Trying to split cluster 1 (26018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Entering Unmasked Estep 
Score: -2558406.250000 Penalty: 1652.063354
	Iteration 0F: 2 clusters Score -2558406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2540840.500000 Penalty: 3304.126709
	Iteration 0F: 3 clusters Score -2540840 nChanged 11923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2547400.750000 Penalty: 3304.126709
	Iteration 1F: 3 clusters Score -2547401 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2547807.750000 Penalty: 3304.126709
	Iteration 2Q: 3 clusters Score -2547808 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2548259.000000 Penalty: 3304.126709
	Iteration 3Q: 3 clusters Score -2548259 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2548827.750000 Penalty: 3304.126709
	Iteration 4Q: 3 clusters Score -2548828 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2549608.250000 Penalty: 3304.126709
	Iteration 5F: 3 clusters Score -2549608 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2550679.500000 Penalty: 3304.126709
	Iteration 6F: 3 clusters Score -2550680 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2552119.250000 Penalty: 3304.126709
	Iteration 7F: 3 clusters Score -2552119 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -2553601.250000 Penalty: 3304.126709
	Iteration 8F: 3 clusters Score -2553601 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -2554833.500000 Penalty: 3304.126709
	Iteration 9F: 3 clusters Score -2554834 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -2555780.000000 Penalty: 3304.126709
	Iteration 10Q: 3 clusters Score -2555780 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -2556335.750000 Penalty: 3304.126709
	Iteration 11Q: 3 clusters Score -2556336 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -2556662.000000 Penalty: 3304.126709
	Iteration 12Q: 3 clusters Score -2556662 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -2556814.250000 Penalty: 3304.126709
	Iteration 13Q: 3 clusters Score -2556814 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -2556881.000000 Penalty: 3304.126709
	Iteration 14Q: 3 clusters Score -2556881 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -2556915.750000 Penalty: 3304.126709
	Iteration 15Q: 3 clusters Score -2556916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -2556943.750000 Penalty: 3304.126709
	Iteration 16Q: 3 clusters Score -2556944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -2556956.000000 Penalty: 3304.126709
	Iteration 17Q: 3 clusters Score -2556956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -2556958.750000 Penalty: 3304.126709
	Iteration 18Q: 3 clusters Score -2556959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -2556962.250000 Penalty: 3304.126709
	Iteration 19Q: 3 clusters Score -2556962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -2556968.000000 Penalty: 3304.126709
	Iteration 20F: 3 clusters Score -2556968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -2556969.500000 Penalty: 3304.126709
	Iteration 21Q: 3 clusters Score -2556970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -2556973.500000 Penalty: 3304.126709
	Iteration 22Q: 3 clusters Score -2556974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -2556973.750000 Penalty: 3304.126709
	Iteration 23Q: 3 clusters Score -2556974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -2556973.750000 Penalty: 3304.126709
	Iteration 24F: 3 clusters Score -2556974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Entering Unmasked Estep 
Score: -259360.500000 Penalty: 1297.696533
	Iteration 0F: 2 clusters Score -259360.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -256679.437500 Penalty: 2595.393066
	Iteration 0F: 3 clusters Score -256679.4 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -257434.250000 Penalty: 2595.393066
	Iteration 1F: 3 clusters Score -257434.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -257740.078125 Penalty: 2595.393066
	Iteration 2F: 3 clusters Score -257740.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -257958.156250 Penalty: 2595.393066
	Iteration 3F: 3 clusters Score -257958.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -258107.718750 Penalty: 2595.393066
	Iteration 4F: 3 clusters Score -258107.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -258212.062500 Penalty: 2595.393066
	Iteration 5Q: 3 clusters Score -258212.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -258279.171875 Penalty: 2595.393066
	Iteration 6Q: 3 clusters Score -258279.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -258332.093750 Penalty: 2595.393066
	Iteration 7Q: 3 clusters Score -258332.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -258361.625000 Penalty: 2595.393066
	Iteration 8Q: 3 clusters Score -258361.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -258392.453125 Penalty: 2595.393066
	Iteration 9Q: 3 clusters Score -258392.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -258423.140625 Penalty: 2595.393066
	Iteration 10Q: 3 clusters Score -258423.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -258438.078125 Penalty: 2595.393066
	Iteration 11Q: 3 clusters Score -258438.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -258445.218750 Penalty: 2595.393066
	Iteration 12Q: 3 clusters Score -258445.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -258450.562500 Penalty: 2595.393066
	Iteration 13Q: 3 clusters Score -258450.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -258457.875000 Penalty: 2595.393066
	Iteration 14Q: 3 clusters Score -258457.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -258466.328125 Penalty: 2595.393066
	Iteration 15Q: 3 clusters Score -258466.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -258471.078125 Penalty: 2595.393066
	Iteration 16Q: 3 clusters Score -258471.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -258473.625000 Penalty: 2595.393066
	Iteration 17Q: 3 clusters Score -258473.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -258476.421875 Penalty: 2595.393066
	Iteration 18Q: 3 clusters Score -258476.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -258479.921875 Penalty: 2595.393066
	Iteration 19Q: 3 clusters Score -258479.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -258482.234375 Penalty: 2595.393066
	Iteration 20F: 3 clusters Score -258482.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -258485.187500 Penalty: 2595.393066
	Iteration 21Q: 3 clusters Score -258485.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -258487.468750 Penalty: 2595.393066
	Iteration 22Q: 3 clusters Score -258487.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -258488.359375 Penalty: 2595.393066
	Iteration 23Q: 3 clusters Score -258488.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -258488.546875 Penalty: 2595.393066
	Iteration 24Q: 3 clusters Score -258488.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -258489.328125 Penalty: 2595.393066
	Iteration 25Q: 3 clusters Score -258489.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -258490.296875 Penalty: 2595.393066
	Iteration 26Q: 3 clusters Score -258490.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -258490.890625 Penalty: 2595.393066
	Iteration 27Q: 3 clusters Score -258490.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -258491.765625 Penalty: 2595.393066
	Iteration 28Q: 3 clusters Score -258491.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -258492.406250 Penalty: 2595.393066
	Iteration 29Q: 3 clusters Score -258492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -258492.593750 Penalty: 2595.393066
	Iteration 30Q: 3 clusters Score -258492.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -258493.640625 Penalty: 2595.393066
	Iteration 31Q: 3 clusters Score -258493.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -258495.750000 Penalty: 2595.393066
	Iteration 32Q: 3 clusters Score -258495.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -258497.515625 Penalty: 2595.393066
	Iteration 33Q: 3 clusters Score -258497.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -258498.500000 Penalty: 2595.393066
	Iteration 34Q: 3 clusters Score -258498.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -258499.890625 Penalty: 2595.393066
	Iteration 35Q: 3 clusters Score -258499.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -258501.078125 Penalty: 2595.393066
	Iteration 36Q: 3 clusters Score -258501.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -258502.421875 Penalty: 2595.393066
	Iteration 37Q: 3 clusters Score -258502.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -258503.109375 Penalty: 2595.393066
	Iteration 38Q: 3 clusters Score -258503.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -258504.625000 Penalty: 2595.393066
	Iteration 39Q: 3 clusters Score -258504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -258505.250000 Penalty: 2595.393066
	Iteration 40F: 3 clusters Score -258505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -258506.156250 Penalty: 2595.393066
	Iteration 41Q: 3 clusters Score -258506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -258506.468750 Penalty: 2595.393066
	Iteration 42Q: 3 clusters Score -258506.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -258507.593750 Penalty: 2595.393066
	Iteration 43Q: 3 clusters Score -258507.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -258508.640625 Penalty: 2595.393066
	Iteration 44Q: 3 clusters Score -258508.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -258511.000000 Penalty: 2595.393066
	Iteration 45Q: 3 clusters Score -258511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -258512.171875 Penalty: 2595.393066
	Iteration 46Q: 3 clusters Score -258512.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -258514.265625 Penalty: 2595.393066
	Iteration 47Q: 3 clusters Score -258514.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -258516.625000 Penalty: 2595.393066
	Iteration 48Q: 3 clusters Score -258516.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -258518.718750 Penalty: 2595.393066
	Iteration 49Q: 3 clusters Score -258518.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -258522.890625 Penalty: 2595.393066
	Iteration 50Q: 3 clusters Score -258522.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -258524.390625 Penalty: 2595.393066
	Iteration 51Q: 3 clusters Score -258524.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -258525.890625 Penalty: 2595.393066
	Iteration 52Q: 3 clusters Score -258525.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -258527.593750 Penalty: 2595.393066
	Iteration 53Q: 3 clusters Score -258527.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -258530.265625 Penalty: 2595.393066
	Iteration 54Q: 3 clusters Score -258530.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -258531.812500 Penalty: 2595.393066
	Iteration 55Q: 3 clusters Score -258531.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -258534.703125 Penalty: 2595.393066
	Iteration 56Q: 3 clusters Score -258534.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -258536.843750 Penalty: 2595.393066
	Iteration 57Q: 3 clusters Score -258536.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -258542.093750 Penalty: 2595.393066
	Iteration 58Q: 3 clusters Score -258542.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -258547.328125 Penalty: 2595.393066
	Iteration 59Q: 3 clusters Score -258547.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -258552.609375 Penalty: 2595.393066
	Iteration 60F: 3 clusters Score -258552.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -258556.453125 Penalty: 2595.393066
	Iteration 61Q: 3 clusters Score -258556.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -258559.796875 Penalty: 2595.393066
	Iteration 62Q: 3 clusters Score -258559.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -258562.843750 Penalty: 2595.393066
	Iteration 63Q: 3 clusters Score -258562.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -258568.296875 Penalty: 2595.393066
	Iteration 64Q: 3 clusters Score -258568.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -258571.265625 Penalty: 2595.393066
	Iteration 65Q: 3 clusters Score -258571.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -258574.031250 Penalty: 2595.393066
	Iteration 66Q: 3 clusters Score -258574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -258577.000000 Penalty: 2595.393066
	Iteration 67Q: 3 clusters Score -258577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -258579.765625 Penalty: 2595.393066
	Iteration 68Q: 3 clusters Score -258579.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -258584.890625 Penalty: 2595.393066
	Iteration 69Q: 3 clusters Score -258584.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -258589.515625 Penalty: 2595.393066
	Iteration 70Q: 3 clusters Score -258589.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -258594.515625 Penalty: 2595.393066
	Iteration 71Q: 3 clusters Score -258594.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -258600.046875 Penalty: 2595.393066
	Iteration 72Q: 3 clusters Score -258600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -258609.406250 Penalty: 2595.393066
	Iteration 73Q: 3 clusters Score -258609.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -258615.937500 Penalty: 2595.393066
	Iteration 74Q: 3 clusters Score -258615.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -258621.656250 Penalty: 2595.393066
	Iteration 75Q: 3 clusters Score -258621.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -258628.468750 Penalty: 2595.393066
	Iteration 76Q: 3 clusters Score -258628.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -258633.312500 Penalty: 2595.393066
	Iteration 77Q: 3 clusters Score -258633.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -258637.562500 Penalty: 2595.393066
	Iteration 78Q: 3 clusters Score -258637.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -258643.812500 Penalty: 2595.393066
	Iteration 79Q: 3 clusters Score -258643.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -258648.625000 Penalty: 2595.393066
	Iteration 80F: 3 clusters Score -258648.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -258650.578125 Penalty: 2595.393066
	Iteration 81Q: 3 clusters Score -258650.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -258651.343750 Penalty: 2595.393066
	Iteration 82Q: 3 clusters Score -258651.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -258652.359375 Penalty: 2595.393066
	Iteration 83Q: 3 clusters Score -258652.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -258653.984375 Penalty: 2595.393066
	Iteration 84Q: 3 clusters Score -258654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -258655.796875 Penalty: 2595.393066
	Iteration 85Q: 3 clusters Score -258655.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -258656.375000 Penalty: 2595.393066
	Iteration 86Q: 3 clusters Score -258656.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -258657.531250 Penalty: 2595.393066
	Iteration 87Q: 3 clusters Score -258657.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -258658.093750 Penalty: 2595.393066
	Iteration 88Q: 3 clusters Score -258658.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -258658.390625 Penalty: 2595.393066
	Iteration 89Q: 3 clusters Score -258658.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -258658.593750 Penalty: 2595.393066
	Iteration 90Q: 3 clusters Score -258658.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -258658.593750 Penalty: 2595.393066
	Iteration 91F: 3 clusters Score -258658.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (157936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157936 members 
Entering Unmasked Estep 
Score: -16064227.000000 Penalty: 1945.116089
	Iteration 0F: 2 clusters Score -1.606423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78582 members 
Mstep: Class 2 contains 79354 members 
Entering Unmasked Estep 
Score: -15959191.000000 Penalty: 3890.232178
	Iteration 0F: 3 clusters Score -1.595919e+07 nChanged 76233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72563 members 
Mstep: Class 2 contains 85373 members 
Entering Unmasked Estep 
Score: -16004166.000000 Penalty: 3890.232178
	Iteration 1F: 3 clusters Score -1.600417e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68227 members 
Mstep: Class 2 contains 89709 members 
Entering Unmasked Estep 
Score: -16005713.000000 Penalty: 3890.232178
	Iteration 2Q: 3 clusters Score -1.600571e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61486 members 
Mstep: Class 2 contains 96450 members 
Entering Unmasked Estep 
Score: -16008757.000000 Penalty: 3890.232178
	Iteration 3Q: 3 clusters Score -1.600876e+07 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 106719 members 
Entering Unmasked Estep 
Score: -16014900.000000 Penalty: 3890.232178
	Iteration 4F: 3 clusters Score -1.60149e+07 nChanged 13999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 120704 members 
Entering Unmasked Estep 
Score: -16026224.000000 Penalty: 3890.232178
	Iteration 5F: 3 clusters Score -1.602622e+07 nChanged 15439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 136137 members 
Entering Unmasked Estep 
Score: -16041010.000000 Penalty: 3890.232178
	Iteration 6F: 3 clusters Score -1.604101e+07 nChanged 12535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 148672 members 
Entering Unmasked Estep 
Score: -16053892.000000 Penalty: 3890.232178
	Iteration 7F: 3 clusters Score -1.605389e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 155042 members 
Entering Unmasked Estep 
Score: -16060019.000000 Penalty: 3890.232178
	Iteration 8Q: 3 clusters Score -1.606002e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 157110 members 
Entering Unmasked Estep 
Score: -16061775.000000 Penalty: 3890.232178
	Iteration 9Q: 3 clusters Score -1.606178e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 157607 members 
Entering Unmasked Estep 
Score: -16062219.000000 Penalty: 3890.232178
	Iteration 10Q: 3 clusters Score -1.606222e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 157715 members 
Entering Unmasked Estep 
Score: -16062363.000000 Penalty: 3890.232178
	Iteration 11Q: 3 clusters Score -1.606236e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 157747 members 
Entering Unmasked Estep 
Score: -16062442.000000 Penalty: 3890.232178
	Iteration 12Q: 3 clusters Score -1.606244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 157754 members 
Entering Unmasked Estep 
Score: -16062478.000000 Penalty: 3890.232178
	Iteration 13Q: 3 clusters Score -1.606248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 157757 members 
Entering Unmasked Estep 
Score: -16062484.000000 Penalty: 3890.232178
	Iteration 14Q: 3 clusters Score -1.606248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 157755 members 
Entering Unmasked Estep 
Score: -16062485.000000 Penalty: 3890.232178
	Iteration 15Q: 3 clusters Score -1.606248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 157754 members 
Entering Unmasked Estep 
Score: -16062484.000000 Penalty: 3890.232178
	Iteration 16Q: 3 clusters Score -1.606248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 157752 members 
Entering Unmasked Estep 
Score: -16062493.000000 Penalty: 3890.232178
	Iteration 17Q: 3 clusters Score -1.606249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 157751 members 
Entering Unmasked Estep 
Score: -16062492.000000 Penalty: 3890.232178
	Iteration 18Q: 3 clusters Score -1.606249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 157751 members 
Entering Unmasked Estep 
Score: -16062492.000000 Penalty: 3890.232178
	Iteration 19F: 3 clusters Score -1.606249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Entering Unmasked Estep 
Score: -716760.187500 Penalty: 1452.233887
	Iteration 0F: 2 clusters Score -716760.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -711115.562500 Penalty: 2904.467773
	Iteration 0F: 3 clusters Score -711115.6 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -712852.812500 Penalty: 2904.467773
	Iteration 1F: 3 clusters Score -712852.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -713149.062500 Penalty: 2904.467773
	Iteration 2F: 3 clusters Score -713149.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -713365.312500 Penalty: 2904.467773
	Iteration 3F: 3 clusters Score -713365.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -713634.500000 Penalty: 2904.467773
	Iteration 4F: 3 clusters Score -713634.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -713939.312500 Penalty: 2904.467773
	Iteration 5F: 3 clusters Score -713939.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -714380.000000 Penalty: 2904.467773
	Iteration 6F: 3 clusters Score -714380 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -715086.250000 Penalty: 2904.467773
	Iteration 7F: 3 clusters Score -715086.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -715706.875000 Penalty: 2904.467773
	Iteration 8F: 3 clusters Score -715706.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -716049.625000 Penalty: 2904.467773
	Iteration 9F: 3 clusters Score -716049.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -716252.750000 Penalty: 2904.467773
	Iteration 10Q: 3 clusters Score -716252.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -716385.125000 Penalty: 2904.467773
	Iteration 11Q: 3 clusters Score -716385.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -716469.812500 Penalty: 2904.467773
	Iteration 12Q: 3 clusters Score -716469.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -716524.687500 Penalty: 2904.467773
	Iteration 13Q: 3 clusters Score -716524.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -716559.687500 Penalty: 2904.467773
	Iteration 14Q: 3 clusters Score -716559.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -716578.312500 Penalty: 2904.467773
	Iteration 15Q: 3 clusters Score -716578.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -716588.125000 Penalty: 2904.467773
	Iteration 16Q: 3 clusters Score -716588.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -716598.562500 Penalty: 2904.467773
	Iteration 17Q: 3 clusters Score -716598.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -716605.125000 Penalty: 2904.467773
	Iteration 18Q: 3 clusters Score -716605.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -716611.187500 Penalty: 2904.467773
	Iteration 19Q: 3 clusters Score -716611.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -716614.812500 Penalty: 2904.467773
	Iteration 20F: 3 clusters Score -716614.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -716617.062500 Penalty: 2904.467773
	Iteration 21Q: 3 clusters Score -716617.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -716618.187500 Penalty: 2904.467773
	Iteration 22Q: 3 clusters Score -716618.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -716618.250000 Penalty: 2904.467773
	Iteration 23Q: 3 clusters Score -716618.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -716619.500000 Penalty: 2904.467773
	Iteration 24Q: 3 clusters Score -716619.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -716619.250000 Penalty: 2904.467773
	Iteration 25Q: 3 clusters Score -716619.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -716620.000000 Penalty: 2904.467773
	Iteration 26Q: 3 clusters Score -716620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -716620.000000 Penalty: 2904.467773
	Iteration 27F: 3 clusters Score -716620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Entering Unmasked Estep 
Score: -397499.937500 Penalty: 1341.782959
	Iteration 0F: 2 clusters Score -397499.9 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 1909 members 
Entering Unmasked Estep 
Score: -394292.968750 Penalty: 2683.565918
	Iteration 0F: 3 clusters Score -394293 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -395136.937500 Penalty: 2683.565918
	Iteration 1F: 3 clusters Score -395136.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -395306.875000 Penalty: 2683.565918
	Iteration 2F: 3 clusters Score -395306.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -395406.062500 Penalty: 2683.565918
	Iteration 3Q: 3 clusters Score -395406.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -395507.531250 Penalty: 2683.565918
	Iteration 4Q: 3 clusters Score -395507.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -395632.468750 Penalty: 2683.565918
	Iteration 5Q: 3 clusters Score -395632.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -395783.343750 Penalty: 2683.565918
	Iteration 6Q: 3 clusters Score -395783.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -395953.156250 Penalty: 2683.565918
	Iteration 7F: 3 clusters Score -395953.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -396104.500000 Penalty: 2683.565918
	Iteration 8Q: 3 clusters Score -396104.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -396256.812500 Penalty: 2683.565918
	Iteration 9F: 3 clusters Score -396256.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -396363.156250 Penalty: 2683.565918
	Iteration 10Q: 3 clusters Score -396363.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -396441.031250 Penalty: 2683.565918
	Iteration 11Q: 3 clusters Score -396441 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -396495.500000 Penalty: 2683.565918
	Iteration 12Q: 3 clusters Score -396495.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -396530.343750 Penalty: 2683.565918
	Iteration 13Q: 3 clusters Score -396530.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -396555.718750 Penalty: 2683.565918
	Iteration 14Q: 3 clusters Score -396555.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -396570.937500 Penalty: 2683.565918
	Iteration 15Q: 3 clusters Score -396570.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -396581.562500 Penalty: 2683.565918
	Iteration 16Q: 3 clusters Score -396581.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -396588.406250 Penalty: 2683.565918
	Iteration 17Q: 3 clusters Score -396588.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -396598.187500 Penalty: 2683.565918
	Iteration 18Q: 3 clusters Score -396598.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -396610.875000 Penalty: 2683.565918
	Iteration 19Q: 3 clusters Score -396610.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -396618.406250 Penalty: 2683.565918
	Iteration 20F: 3 clusters Score -396618.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -396621.125000 Penalty: 2683.565918
	Iteration 21Q: 3 clusters Score -396621.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -396622.625000 Penalty: 2683.565918
	Iteration 22Q: 3 clusters Score -396622.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -396623.843750 Penalty: 2683.565918
	Iteration 23Q: 3 clusters Score -396623.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -396624.343750 Penalty: 2683.565918
	Iteration 24Q: 3 clusters Score -396624.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -396624.250000 Penalty: 2683.565918
	Iteration 25Q: 3 clusters Score -396624.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -396626.218750 Penalty: 2683.565918
	Iteration 26Q: 3 clusters Score -396626.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -396626.218750 Penalty: 2683.565918
	Iteration 27F: 3 clusters Score -396626.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (152532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152532 members 
Entering Unmasked Estep 
Score: -15366502.000000 Penalty: 1939.458618
	Iteration 0F: 2 clusters Score -1.53665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76694 members 
Mstep: Class 2 contains 75838 members 
Entering Unmasked Estep 
Score: -15265519.000000 Penalty: 3878.917236
	Iteration 0F: 3 clusters Score -1.526552e+07 nChanged 73243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85463 members 
Mstep: Class 2 contains 67069 members 
Entering Unmasked Estep 
Score: -15310464.000000 Penalty: 3878.917236
	Iteration 1F: 3 clusters Score -1.531046e+07 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91240 members 
Mstep: Class 2 contains 61292 members 
Entering Unmasked Estep 
Score: -15313727.000000 Penalty: 3878.917236
	Iteration 2Q: 3 clusters Score -1.531373e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99618 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -15319367.000000 Penalty: 3878.917236
	Iteration 3F: 3 clusters Score -1.531937e+07 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110603 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -15328096.000000 Penalty: 3878.917236
	Iteration 4F: 3 clusters Score -1.53281e+07 nChanged 12830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123151 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -15339794.000000 Penalty: 3878.917236
	Iteration 5F: 3 clusters Score -1.533979e+07 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134245 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -15350367.000000 Penalty: 3878.917236
	Iteration 6F: 3 clusters Score -1.535037e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142102 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -15357808.000000 Penalty: 3878.917236
	Iteration 7F: 3 clusters Score -1.535781e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146735 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -15361616.000000 Penalty: 3878.917236
	Iteration 8Q: 3 clusters Score -1.536162e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149213 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -15363408.000000 Penalty: 3878.917236
	Iteration 9Q: 3 clusters Score -1.536341e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150447 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -15364283.000000 Penalty: 3878.917236
	Iteration 10Q: 3 clusters Score -1.536428e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151012 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -15364692.000000 Penalty: 3878.917236
	Iteration 11Q: 3 clusters Score -1.536469e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151324 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -15364861.000000 Penalty: 3878.917236
	Iteration 12Q: 3 clusters Score -1.536486e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151474 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -15364984.000000 Penalty: 3878.917236
	Iteration 13Q: 3 clusters Score -1.536498e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151572 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -15365042.000000 Penalty: 3878.917236
	Iteration 14Q: 3 clusters Score -1.536504e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151646 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -15365074.000000 Penalty: 3878.917236
	Iteration 15Q: 3 clusters Score -1.536507e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151693 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -15365117.000000 Penalty: 3878.917236
	Iteration 16Q: 3 clusters Score -1.536512e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151723 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -15365115.000000 Penalty: 3878.917236
	Iteration 17Q: 3 clusters Score -1.536512e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151740 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -15365111.000000 Penalty: 3878.917236
	Iteration 18Q: 3 clusters Score -1.536511e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151752 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -15365131.000000 Penalty: 3878.917236
	Iteration 19Q: 3 clusters Score -1.536513e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151761 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -15365139.000000 Penalty: 3878.917236
	Iteration 20F: 3 clusters Score -1.536514e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151765 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -15365155.000000 Penalty: 3878.917236
	Iteration 21Q: 3 clusters Score -1.536516e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151766 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -15365145.000000 Penalty: 3878.917236
	Iteration 22Q: 3 clusters Score -1.536514e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151773 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -15365155.000000 Penalty: 3878.917236
	Iteration 23Q: 3 clusters Score -1.536516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151777 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -15365157.000000 Penalty: 3878.917236
	Iteration 24Q: 3 clusters Score -1.536516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151779 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -15365164.000000 Penalty: 3878.917236
	Iteration 25Q: 3 clusters Score -1.536516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151781 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -15365166.000000 Penalty: 3878.917236
	Iteration 26Q: 3 clusters Score -1.536517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151786 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -15365167.000000 Penalty: 3878.917236
	Iteration 27Q: 3 clusters Score -1.536517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151789 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -15365171.000000 Penalty: 3878.917236
	Iteration 28Q: 3 clusters Score -1.536517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151792 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -15365172.000000 Penalty: 3878.917236
	Iteration 29Q: 3 clusters Score -1.536517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151792 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -15365179.000000 Penalty: 3878.917236
	Iteration 30Q: 3 clusters Score -1.536518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151791 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -15365181.000000 Penalty: 3878.917236
	Iteration 31Q: 3 clusters Score -1.536518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151791 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -15365181.000000 Penalty: 3878.917236
	Iteration 32F: 3 clusters Score -1.536518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (136186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136186 members 
Entering Unmasked Estep 
Score: -13920342.000000 Penalty: 1921.038818
	Iteration 0F: 2 clusters Score -1.392034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68127 members 
Mstep: Class 2 contains 68059 members 
Entering Unmasked Estep 
Score: -13830049.000000 Penalty: 3842.077637
	Iteration 0F: 3 clusters Score -1.383005e+07 nChanged 65592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
Score: -13868484.000000 Penalty: 3842.077637
	Iteration 1F: 3 clusters Score -1.386848e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 71035 members 
Entering Unmasked Estep 
Score: -13869814.000000 Penalty: 3842.077637
	Iteration 2Q: 3 clusters Score -1.386981e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63185 members 
Mstep: Class 2 contains 73001 members 
Entering Unmasked Estep 
Score: -13872092.000000 Penalty: 3842.077637
	Iteration 3Q: 3 clusters Score -1.387209e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -13875692.000000 Penalty: 3842.077637
	Iteration 4F: 3 clusters Score -1.387569e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 80075 members 
Entering Unmasked Estep 
Score: -13880713.000000 Penalty: 3842.077637
	Iteration 5F: 3 clusters Score -1.388071e+07 nChanged 9571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 84900 members 
Entering Unmasked Estep 
Score: -13886731.000000 Penalty: 3842.077637
	Iteration 6F: 3 clusters Score -1.388673e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 89998 members 
Entering Unmasked Estep 
Score: -13892629.000000 Penalty: 3842.077637
	Iteration 7F: 3 clusters Score -1.389263e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 95061 members 
Entering Unmasked Estep 
Score: -13898298.000000 Penalty: 3842.077637
	Iteration 8F: 3 clusters Score -1.38983e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 99209 members 
Entering Unmasked Estep 
Score: -13903031.000000 Penalty: 3842.077637
	Iteration 9Q: 3 clusters Score -1.390303e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 102545 members 
Entering Unmasked Estep 
Score: -13906689.000000 Penalty: 3842.077637
	Iteration 10Q: 3 clusters Score -1.390669e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 105118 members 
Entering Unmasked Estep 
Score: -13908915.000000 Penalty: 3842.077637
	Iteration 11Q: 3 clusters Score -1.390892e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 107248 members 
Entering Unmasked Estep 
Score: -13910017.000000 Penalty: 3842.077637
	Iteration 12Q: 3 clusters Score -1.391002e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 109229 members 
Entering Unmasked Estep 
Score: -13910819.000000 Penalty: 3842.077637
	Iteration 13Q: 3 clusters Score -1.391082e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 111144 members 
Entering Unmasked Estep 
Score: -13911406.000000 Penalty: 3842.077637
	Iteration 14Q: 3 clusters Score -1.391141e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 113033 members 
Entering Unmasked Estep 
Score: -13912049.000000 Penalty: 3842.077637
	Iteration 15Q: 3 clusters Score -1.391205e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 114937 members 
Entering Unmasked Estep 
Score: -13912729.000000 Penalty: 3842.077637
	Iteration 16Q: 3 clusters Score -1.391273e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 116713 members 
Entering Unmasked Estep 
Score: -13913375.000000 Penalty: 3842.077637
	Iteration 17Q: 3 clusters Score -1.391338e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 118317 members 
Entering Unmasked Estep 
Score: -13914036.000000 Penalty: 3842.077637
	Iteration 18Q: 3 clusters Score -1.391404e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 119853 members 
Entering Unmasked Estep 
Score: -13914431.000000 Penalty: 3842.077637
	Iteration 19Q: 3 clusters Score -1.391443e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 121305 members 
Entering Unmasked Estep 
Score: -13914972.000000 Penalty: 3842.077637
	Iteration 20F: 3 clusters Score -1.391497e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 122758 members 
Entering Unmasked Estep 
Score: -13915459.000000 Penalty: 3842.077637
	Iteration 21Q: 3 clusters Score -1.391546e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 124121 members 
Entering Unmasked Estep 
Score: -13916052.000000 Penalty: 3842.077637
	Iteration 22Q: 3 clusters Score -1.391605e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 125414 members 
Entering Unmasked Estep 
Score: -13916578.000000 Penalty: 3842.077637
	Iteration 23Q: 3 clusters Score -1.391658e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 126596 members 
Entering Unmasked Estep 
Score: -13916999.000000 Penalty: 3842.077637
	Iteration 24Q: 3 clusters Score -1.3917e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 127629 members 
Entering Unmasked Estep 
Score: -13917452.000000 Penalty: 3842.077637
	Iteration 25Q: 3 clusters Score -1.391745e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 128511 members 
Entering Unmasked Estep 
Score: -13917823.000000 Penalty: 3842.077637
	Iteration 26Q: 3 clusters Score -1.391782e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 129283 members 
Entering Unmasked Estep 
Score: -13918177.000000 Penalty: 3842.077637
	Iteration 27Q: 3 clusters Score -1.391818e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 129914 members 
Entering Unmasked Estep 
Score: -13918420.000000 Penalty: 3842.077637
	Iteration 28Q: 3 clusters Score -1.391842e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 130490 members 
Entering Unmasked Estep 
Score: -13918679.000000 Penalty: 3842.077637
	Iteration 29Q: 3 clusters Score -1.391868e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 130971 members 
Entering Unmasked Estep 
Score: -13918887.000000 Penalty: 3842.077637
	Iteration 30Q: 3 clusters Score -1.391889e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 131379 members 
Entering Unmasked Estep 
Score: -13919063.000000 Penalty: 3842.077637
	Iteration 31Q: 3 clusters Score -1.391906e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 131713 members 
Entering Unmasked Estep 
Score: -13919177.000000 Penalty: 3842.077637
	Iteration 32Q: 3 clusters Score -1.391918e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 131994 members 
Entering Unmasked Estep 
Score: -13919306.000000 Penalty: 3842.077637
	Iteration 33Q: 3 clusters Score -1.391931e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 132278 members 
Entering Unmasked Estep 
Score: -13919381.000000 Penalty: 3842.077637
	Iteration 34Q: 3 clusters Score -1.391938e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 132526 members 
Entering Unmasked Estep 
Score: -13919461.000000 Penalty: 3842.077637
	Iteration 35Q: 3 clusters Score -1.391946e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 132734 members 
Entering Unmasked Estep 
Score: -13919518.000000 Penalty: 3842.077637
	Iteration 36Q: 3 clusters Score -1.391952e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 132898 members 
Entering Unmasked Estep 
Score: -13919592.000000 Penalty: 3842.077637
	Iteration 37Q: 3 clusters Score -1.391959e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 133044 members 
Entering Unmasked Estep 
Score: -13919588.000000 Penalty: 3842.077637
	Iteration 38Q: 3 clusters Score -1.391959e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 133161 members 
Entering Unmasked Estep 
Score: -13919574.000000 Penalty: 3842.077637
	Iteration 39Q: 3 clusters Score -1.391957e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 133264 members 
Entering Unmasked Estep 
Score: -13919605.000000 Penalty: 3842.077637
	Iteration 40F: 3 clusters Score -1.39196e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 133350 members 
Entering Unmasked Estep 
Score: -13919614.000000 Penalty: 3842.077637
	Iteration 41Q: 3 clusters Score -1.391961e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 133418 members 
Entering Unmasked Estep 
Score: -13919632.000000 Penalty: 3842.077637
	Iteration 42Q: 3 clusters Score -1.391963e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 133474 members 
Entering Unmasked Estep 
Score: -13919647.000000 Penalty: 3842.077637
	Iteration 43Q: 3 clusters Score -1.391965e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 133525 members 
Entering Unmasked Estep 
Score: -13919652.000000 Penalty: 3842.077637
	Iteration 44Q: 3 clusters Score -1.391965e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 133571 members 
Entering Unmasked Estep 
Score: -13919675.000000 Penalty: 3842.077637
	Iteration 45Q: 3 clusters Score -1.391968e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 133616 members 
Entering Unmasked Estep 
Score: -13919694.000000 Penalty: 3842.077637
	Iteration 46Q: 3 clusters Score -1.391969e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 133657 members 
Entering Unmasked Estep 
Score: -13919714.000000 Penalty: 3842.077637
	Iteration 47Q: 3 clusters Score -1.391971e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 133699 members 
Entering Unmasked Estep 
Score: -13919710.000000 Penalty: 3842.077637
	Iteration 48Q: 3 clusters Score -1.391971e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 133734 members 
Entering Unmasked Estep 
Score: -13919703.000000 Penalty: 3842.077637
	Iteration 49Q: 3 clusters Score -1.39197e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 133759 members 
Entering Unmasked Estep 
Score: -13919709.000000 Penalty: 3842.077637
	Iteration 50Q: 3 clusters Score -1.391971e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 133787 members 
Entering Unmasked Estep 
Score: -13919699.000000 Penalty: 3842.077637
	Iteration 51Q: 3 clusters Score -1.39197e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 133812 members 
Entering Unmasked Estep 
Score: -13919692.000000 Penalty: 3842.077637
	Iteration 52Q: 3 clusters Score -1.391969e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 133833 members 
Entering Unmasked Estep 
Score: -13919696.000000 Penalty: 3842.077637
	Iteration 53Q: 3 clusters Score -1.39197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 133851 members 
Entering Unmasked Estep 
Score: -13919692.000000 Penalty: 3842.077637
	Iteration 54Q: 3 clusters Score -1.391969e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 133861 members 
Entering Unmasked Estep 
Score: -13919688.000000 Penalty: 3842.077637
	Iteration 55Q: 3 clusters Score -1.391969e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 133874 members 
Entering Unmasked Estep 
Score: -13919687.000000 Penalty: 3842.077637
	Iteration 56Q: 3 clusters Score -1.391969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 133878 members 
Entering Unmasked Estep 
Score: -13919683.000000 Penalty: 3842.077637
	Iteration 57Q: 3 clusters Score -1.391968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 133881 members 
Entering Unmasked Estep 
Score: -13919682.000000 Penalty: 3842.077637
	Iteration 58Q: 3 clusters Score -1.391968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 133884 members 
Entering Unmasked Estep 
Score: -13919672.000000 Penalty: 3842.077637
	Iteration 59Q: 3 clusters Score -1.391967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 133887 members 
Entering Unmasked Estep 
Score: -13919673.000000 Penalty: 3842.077637
	Iteration 60F: 3 clusters Score -1.391967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 133888 members 
Entering Unmasked Estep 
Score: -13919672.000000 Penalty: 3842.077637
	Iteration 61Q: 3 clusters Score -1.391967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 133888 members 
Entering Unmasked Estep 
Score: -13919672.000000 Penalty: 3842.077637
	Iteration 62F: 3 clusters Score -1.391967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Entering Unmasked Estep 
Score: -5490620.000000 Penalty: 1770.515381
	Iteration 0F: 2 clusters Score -5490620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -5454330.000000 Penalty: 3541.030762
	Iteration 0F: 3 clusters Score -5454330 nChanged 25503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -5469018.000000 Penalty: 3541.030762
	Iteration 1F: 3 clusters Score -5469018 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -5469693.500000 Penalty: 3541.030762
	Iteration 2Q: 3 clusters Score -5469694 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -5470572.500000 Penalty: 3541.030762
	Iteration 3Q: 3 clusters Score -5470572 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -5471917.000000 Penalty: 3541.030762
	Iteration 4F: 3 clusters Score -5471917 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -5474145.500000 Penalty: 3541.030762
	Iteration 5F: 3 clusters Score -5474146 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -5477486.500000 Penalty: 3541.030762
	Iteration 6F: 3 clusters Score -5477486 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -5481543.500000 Penalty: 3541.030762
	Iteration 7F: 3 clusters Score -5481544 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -5485146.500000 Penalty: 3541.030762
	Iteration 8F: 3 clusters Score -5485146 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -5487259.000000 Penalty: 3541.030762
	Iteration 9Q: 3 clusters Score -5487259 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5488277.000000 Penalty: 3541.030762
	Iteration 10Q: 3 clusters Score -5488277 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53244 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5488688.500000 Penalty: 3541.030762
	Iteration 11Q: 3 clusters Score -5488688 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5488868.000000 Penalty: 3541.030762
	Iteration 12Q: 3 clusters Score -5488868 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5488960.000000 Penalty: 3541.030762
	Iteration 13Q: 3 clusters Score -5488960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5489000.500000 Penalty: 3541.030762
	Iteration 14Q: 3 clusters Score -5489000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5489043.000000 Penalty: 3541.030762
	Iteration 15Q: 3 clusters Score -5489043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5489067.500000 Penalty: 3541.030762
	Iteration 16Q: 3 clusters Score -5489068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5489078.000000 Penalty: 3541.030762
	Iteration 17Q: 3 clusters Score -5489078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5489095.500000 Penalty: 3541.030762
	Iteration 18Q: 3 clusters Score -5489096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5489104.500000 Penalty: 3541.030762
	Iteration 19Q: 3 clusters Score -5489104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5489115.500000 Penalty: 3541.030762
	Iteration 20F: 3 clusters Score -5489116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5489125.500000 Penalty: 3541.030762
	Iteration 21Q: 3 clusters Score -5489126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5489136.500000 Penalty: 3541.030762
	Iteration 22Q: 3 clusters Score -5489136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53640 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5489144.000000 Penalty: 3541.030762
	Iteration 23Q: 3 clusters Score -5489144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5489145.000000 Penalty: 3541.030762
	Iteration 24Q: 3 clusters Score -5489145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5489160.500000 Penalty: 3541.030762
	Iteration 25Q: 3 clusters Score -5489160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5489159.500000 Penalty: 3541.030762
	Iteration 26Q: 3 clusters Score -5489160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5489161.500000 Penalty: 3541.030762
	Iteration 27Q: 3 clusters Score -5489162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5489161.500000 Penalty: 3541.030762
	Iteration 28F: 3 clusters Score -5489162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (161925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161925 members 
Entering Unmasked Estep 
Score: -16302396.000000 Penalty: 1949.169312
	Iteration 0F: 2 clusters Score -1.63024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81037 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
Score: -16196091.000000 Penalty: 3898.338623
	Iteration 0F: 3 clusters Score -1.619609e+07 nChanged 78311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81752 members 
Mstep: Class 2 contains 80173 members 
Entering Unmasked Estep 
Score: -16242130.000000 Penalty: 3898.338623
	Iteration 1F: 3 clusters Score -1.624213e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82489 members 
Mstep: Class 2 contains 79436 members 
Entering Unmasked Estep 
Score: -16242637.000000 Penalty: 3898.338623
	Iteration 2Q: 3 clusters Score -1.624264e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83570 members 
Mstep: Class 2 contains 78355 members 
Entering Unmasked Estep 
Score: -16243347.000000 Penalty: 3898.338623
	Iteration 3Q: 3 clusters Score -1.624335e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85217 members 
Mstep: Class 2 contains 76708 members 
Entering Unmasked Estep 
Score: -16244062.000000 Penalty: 3898.338623
	Iteration 4Q: 3 clusters Score -1.624406e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87810 members 
Mstep: Class 2 contains 74115 members 
Entering Unmasked Estep 
Score: -16245301.000000 Penalty: 3898.338623
	Iteration 5Q: 3 clusters Score -1.62453e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 70252 members 
Entering Unmasked Estep 
Score: -16247228.000000 Penalty: 3898.338623
	Iteration 6Q: 3 clusters Score -1.624723e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97304 members 
Mstep: Class 2 contains 64621 members 
Entering Unmasked Estep 
Score: -16250762.000000 Penalty: 3898.338623
	Iteration 7Q: 3 clusters Score -1.625076e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104814 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -16256589.000000 Penalty: 3898.338623
	Iteration 8F: 3 clusters Score -1.625659e+07 nChanged 10236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113670 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -16264727.000000 Penalty: 3898.338623
	Iteration 9F: 3 clusters Score -1.626473e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122206 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -16273751.000000 Penalty: 3898.338623
	Iteration 10F: 3 clusters Score -1.627375e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128834 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -16280559.000000 Penalty: 3898.338623
	Iteration 11F: 3 clusters Score -1.628056e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133606 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -16284865.000000 Penalty: 3898.338623
	Iteration 12Q: 3 clusters Score -1.628486e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137450 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -16287541.000000 Penalty: 3898.338623
	Iteration 13Q: 3 clusters Score -1.628754e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140978 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -16289602.000000 Penalty: 3898.338623
	Iteration 14Q: 3 clusters Score -1.62896e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144327 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -16291421.000000 Penalty: 3898.338623
	Iteration 15Q: 3 clusters Score -1.629142e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147383 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -16293022.000000 Penalty: 3898.338623
	Iteration 16Q: 3 clusters Score -1.629302e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150067 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -16294568.000000 Penalty: 3898.338623
	Iteration 17Q: 3 clusters Score -1.629457e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152366 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -16295713.000000 Penalty: 3898.338623
	Iteration 18Q: 3 clusters Score -1.629571e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154314 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -16296783.000000 Penalty: 3898.338623
	Iteration 19Q: 3 clusters Score -1.629678e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155921 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -16297781.000000 Penalty: 3898.338623
	Iteration 20F: 3 clusters Score -1.629778e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157213 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -16298481.000000 Penalty: 3898.338623
	Iteration 21Q: 3 clusters Score -1.629848e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158230 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -16298963.000000 Penalty: 3898.338623
	Iteration 22Q: 3 clusters Score -1.629896e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158993 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -16299277.000000 Penalty: 3898.338623
	Iteration 23Q: 3 clusters Score -1.629928e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159555 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -16299563.000000 Penalty: 3898.338623
	Iteration 24Q: 3 clusters Score -1.629956e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159972 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -16299818.000000 Penalty: 3898.338623
	Iteration 25Q: 3 clusters Score -1.629982e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160291 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -16299984.000000 Penalty: 3898.338623
	Iteration 26Q: 3 clusters Score -1.629998e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160516 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -16300111.000000 Penalty: 3898.338623
	Iteration 27Q: 3 clusters Score -1.630011e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160685 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -16300207.000000 Penalty: 3898.338623
	Iteration 28Q: 3 clusters Score -1.630021e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160816 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -16300265.000000 Penalty: 3898.338623
	Iteration 29Q: 3 clusters Score -1.630026e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160900 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -16300301.000000 Penalty: 3898.338623
	Iteration 30Q: 3 clusters Score -1.63003e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160956 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -16300330.000000 Penalty: 3898.338623
	Iteration 31Q: 3 clusters Score -1.630033e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161005 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -16300385.000000 Penalty: 3898.338623
	Iteration 32Q: 3 clusters Score -1.630038e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161052 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -16300408.000000 Penalty: 3898.338623
	Iteration 33Q: 3 clusters Score -1.630041e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161096 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -16300420.000000 Penalty: 3898.338623
	Iteration 34Q: 3 clusters Score -1.630042e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161124 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -16300417.000000 Penalty: 3898.338623
	Iteration 35Q: 3 clusters Score -1.630042e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161150 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -16300449.000000 Penalty: 3898.338623
	Iteration 36Q: 3 clusters Score -1.630045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161165 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -16300456.000000 Penalty: 3898.338623
	Iteration 37Q: 3 clusters Score -1.630046e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161181 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -16300468.000000 Penalty: 3898.338623
	Iteration 38Q: 3 clusters Score -1.630047e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161195 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -16300471.000000 Penalty: 3898.338623
	Iteration 39Q: 3 clusters Score -1.630047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161205 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -16300480.000000 Penalty: 3898.338623
	Iteration 40F: 3 clusters Score -1.630048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161219 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -16300495.000000 Penalty: 3898.338623
	Iteration 41Q: 3 clusters Score -1.63005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161233 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -16300513.000000 Penalty: 3898.338623
	Iteration 42Q: 3 clusters Score -1.630051e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161245 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -16300521.000000 Penalty: 3898.338623
	Iteration 43Q: 3 clusters Score -1.630052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161251 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -16300528.000000 Penalty: 3898.338623
	Iteration 44Q: 3 clusters Score -1.630053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161255 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -16300530.000000 Penalty: 3898.338623
	Iteration 45Q: 3 clusters Score -1.630053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161260 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -16300525.000000 Penalty: 3898.338623
	Iteration 46Q: 3 clusters Score -1.630052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161265 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -16300532.000000 Penalty: 3898.338623
	Iteration 47Q: 3 clusters Score -1.630053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161275 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -16300536.000000 Penalty: 3898.338623
	Iteration 48Q: 3 clusters Score -1.630054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161282 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -16300537.000000 Penalty: 3898.338623
	Iteration 49Q: 3 clusters Score -1.630054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161290 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -16300530.000000 Penalty: 3898.338623
	Iteration 50Q: 3 clusters Score -1.630053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161293 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -16300535.000000 Penalty: 3898.338623
	Iteration 51Q: 3 clusters Score -1.630054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161297 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -16300527.000000 Penalty: 3898.338623
	Iteration 52Q: 3 clusters Score -1.630053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161300 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -16300528.000000 Penalty: 3898.338623
	Iteration 53Q: 3 clusters Score -1.630053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161302 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -16300535.000000 Penalty: 3898.338623
	Iteration 54Q: 3 clusters Score -1.630054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161305 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -16300541.000000 Penalty: 3898.338623
	Iteration 55Q: 3 clusters Score -1.630054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161309 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -16300544.000000 Penalty: 3898.338623
	Iteration 56Q: 3 clusters Score -1.630054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161310 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -16300542.000000 Penalty: 3898.338623
	Iteration 57Q: 3 clusters Score -1.630054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161310 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -16300545.000000 Penalty: 3898.338623
	Iteration 58Q: 3 clusters Score -1.630054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161313 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -16300540.000000 Penalty: 3898.338623
	Iteration 59Q: 3 clusters Score -1.630054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161317 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -16300552.000000 Penalty: 3898.338623
	Iteration 60F: 3 clusters Score -1.630055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161320 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -16300552.000000 Penalty: 3898.338623
	Iteration 61Q: 3 clusters Score -1.630055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161319 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -16300549.000000 Penalty: 3898.338623
	Iteration 62Q: 3 clusters Score -1.630055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161322 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -16300558.000000 Penalty: 3898.338623
	Iteration 63Q: 3 clusters Score -1.630056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161328 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -16300566.000000 Penalty: 3898.338623
	Iteration 64Q: 3 clusters Score -1.630057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161331 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -16300558.000000 Penalty: 3898.338623
	Iteration 65Q: 3 clusters Score -1.630056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161333 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -16300558.000000 Penalty: 3898.338623
	Iteration 66Q: 3 clusters Score -1.630056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161334 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -16300566.000000 Penalty: 3898.338623
	Iteration 67Q: 3 clusters Score -1.630057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161337 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -16300568.000000 Penalty: 3898.338623
	Iteration 68Q: 3 clusters Score -1.630057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161339 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -16300564.000000 Penalty: 3898.338623
	Iteration 69Q: 3 clusters Score -1.630056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161342 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -16300566.000000 Penalty: 3898.338623
	Iteration 70Q: 3 clusters Score -1.630057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161347 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -16300574.000000 Penalty: 3898.338623
	Iteration 71Q: 3 clusters Score -1.630057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161349 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -16300576.000000 Penalty: 3898.338623
	Iteration 72Q: 3 clusters Score -1.630058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161350 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -16300566.000000 Penalty: 3898.338623
	Iteration 73Q: 3 clusters Score -1.630057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161351 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -16300571.000000 Penalty: 3898.338623
	Iteration 74Q: 3 clusters Score -1.630057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161351 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -16300571.000000 Penalty: 3898.338623
	Iteration 75F: 3 clusters Score -1.630057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167237 members 
Entering Unmasked Estep 
Score: -17171700.000000 Penalty: 1954.414673
	Iteration 0F: 2 clusters Score -1.71717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83717 members 
Mstep: Class 2 contains 83520 members 
Entering Unmasked Estep 
Score: -17066940.000000 Penalty: 3908.829346
	Iteration 0F: 3 clusters Score -1.706694e+07 nChanged 80486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82241 members 
Mstep: Class 2 contains 84996 members 
Entering Unmasked Estep 
Score: -17114122.000000 Penalty: 3908.829346
	Iteration 1F: 3 clusters Score -1.711412e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80679 members 
Mstep: Class 2 contains 86558 members 
Entering Unmasked Estep 
Score: -17116012.000000 Penalty: 3908.829346
	Iteration 2Q: 3 clusters Score -1.711601e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78368 members 
Mstep: Class 2 contains 88869 members 
Entering Unmasked Estep 
Score: -17118546.000000 Penalty: 3908.829346
	Iteration 3Q: 3 clusters Score -1.711855e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75169 members 
Mstep: Class 2 contains 92068 members 
Entering Unmasked Estep 
Score: -17122366.000000 Penalty: 3908.829346
	Iteration 4F: 3 clusters Score -1.712237e+07 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70928 members 
Mstep: Class 2 contains 96309 members 
Entering Unmasked Estep 
Score: -17127288.000000 Penalty: 3908.829346
	Iteration 5F: 3 clusters Score -1.712729e+07 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 101698 members 
Entering Unmasked Estep 
Score: -17132996.000000 Penalty: 3908.829346
	Iteration 6F: 3 clusters Score -1.7133e+07 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58872 members 
Mstep: Class 2 contains 108365 members 
Entering Unmasked Estep 
Score: -17139262.000000 Penalty: 3908.829346
	Iteration 7F: 3 clusters Score -1.713926e+07 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 116052 members 
Entering Unmasked Estep 
Score: -17146008.000000 Penalty: 3908.829346
	Iteration 8F: 3 clusters Score -1.714601e+07 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 124229 members 
Entering Unmasked Estep 
Score: -17152400.000000 Penalty: 3908.829346
	Iteration 9F: 3 clusters Score -1.71524e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 132215 members 
Entering Unmasked Estep 
Score: -17158246.000000 Penalty: 3908.829346
	Iteration 10Q: 3 clusters Score -1.715825e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 139285 members 
Entering Unmasked Estep 
Score: -17163514.000000 Penalty: 3908.829346
	Iteration 11Q: 3 clusters Score -1.716351e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 145043 members 
Entering Unmasked Estep 
Score: -17167142.000000 Penalty: 3908.829346
	Iteration 12Q: 3 clusters Score -1.716714e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 149640 members 
Entering Unmasked Estep 
Score: -17169122.000000 Penalty: 3908.829346
	Iteration 13Q: 3 clusters Score -1.716912e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 153473 members 
Entering Unmasked Estep 
Score: -17170074.000000 Penalty: 3908.829346
	Iteration 14Q: 3 clusters Score -1.717007e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 156519 members 
Entering Unmasked Estep 
Score: -17170610.000000 Penalty: 3908.829346
	Iteration 15Q: 3 clusters Score -1.717061e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 158878 members 
Entering Unmasked Estep 
Score: -17171062.000000 Penalty: 3908.829346
	Iteration 16Q: 3 clusters Score -1.717106e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 160698 members 
Entering Unmasked Estep 
Score: -17171228.000000 Penalty: 3908.829346
	Iteration 17Q: 3 clusters Score -1.717123e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 162044 members 
Entering Unmasked Estep 
Score: -17171424.000000 Penalty: 3908.829346
	Iteration 18Q: 3 clusters Score -1.717142e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 163031 members 
Entering Unmasked Estep 
Score: -17171430.000000 Penalty: 3908.829346
	Iteration 19Q: 3 clusters Score -1.717143e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 163760 members 
Entering Unmasked Estep 
Score: -17171398.000000 Penalty: 3908.829346
	Iteration 20F: 3 clusters Score -1.71714e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 164270 members 
Entering Unmasked Estep 
Score: -17171328.000000 Penalty: 3908.829346
	Iteration 21Q: 3 clusters Score -1.717133e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 164668 members 
Entering Unmasked Estep 
Score: -17171242.000000 Penalty: 3908.829346
	Iteration 22Q: 3 clusters Score -1.717124e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 164977 members 
Entering Unmasked Estep 
Score: -17171260.000000 Penalty: 3908.829346
	Iteration 23Q: 3 clusters Score -1.717126e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 165209 members 
Entering Unmasked Estep 
Score: -17171208.000000 Penalty: 3908.829346
	Iteration 24Q: 3 clusters Score -1.717121e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 165361 members 
Entering Unmasked Estep 
Score: -17171174.000000 Penalty: 3908.829346
	Iteration 25Q: 3 clusters Score -1.717117e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 165478 members 
Entering Unmasked Estep 
Score: -17171162.000000 Penalty: 3908.829346
	Iteration 26Q: 3 clusters Score -1.717116e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 165582 members 
Entering Unmasked Estep 
Score: -17171136.000000 Penalty: 3908.829346
	Iteration 27Q: 3 clusters Score -1.717114e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 165676 members 
Entering Unmasked Estep 
Score: -17171124.000000 Penalty: 3908.829346
	Iteration 28Q: 3 clusters Score -1.717112e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 165760 members 
Entering Unmasked Estep 
Score: -17171118.000000 Penalty: 3908.829346
	Iteration 29Q: 3 clusters Score -1.717112e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 165810 members 
Entering Unmasked Estep 
Score: -17171108.000000 Penalty: 3908.829346
	Iteration 30Q: 3 clusters Score -1.717111e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 165844 members 
Entering Unmasked Estep 
Score: -17171102.000000 Penalty: 3908.829346
	Iteration 31Q: 3 clusters Score -1.71711e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 165879 members 
Entering Unmasked Estep 
Score: -17171096.000000 Penalty: 3908.829346
	Iteration 32Q: 3 clusters Score -1.71711e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 165909 members 
Entering Unmasked Estep 
Score: -17171066.000000 Penalty: 3908.829346
	Iteration 33Q: 3 clusters Score -1.717107e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 165940 members 
Entering Unmasked Estep 
Score: -17171068.000000 Penalty: 3908.829346
	Iteration 34Q: 3 clusters Score -1.717107e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 165967 members 
Entering Unmasked Estep 
Score: -17171070.000000 Penalty: 3908.829346
	Iteration 35Q: 3 clusters Score -1.717107e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 165989 members 
Entering Unmasked Estep 
Score: -17171060.000000 Penalty: 3908.829346
	Iteration 36Q: 3 clusters Score -1.717106e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 166004 members 
Entering Unmasked Estep 
Score: -17171056.000000 Penalty: 3908.829346
	Iteration 37Q: 3 clusters Score -1.717106e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 166019 members 
Entering Unmasked Estep 
Score: -17171056.000000 Penalty: 3908.829346
	Iteration 38Q: 3 clusters Score -1.717106e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 166039 members 
Entering Unmasked Estep 
Score: -17171056.000000 Penalty: 3908.829346
	Iteration 39Q: 3 clusters Score -1.717106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 166050 members 
Entering Unmasked Estep 
Score: -17171040.000000 Penalty: 3908.829346
	Iteration 40F: 3 clusters Score -1.717104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 166059 members 
Entering Unmasked Estep 
Score: -17171028.000000 Penalty: 3908.829346
	Iteration 41Q: 3 clusters Score -1.717103e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 166069 members 
Entering Unmasked Estep 
Score: -17171038.000000 Penalty: 3908.829346
	Iteration 42Q: 3 clusters Score -1.717104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 166075 members 
Entering Unmasked Estep 
Score: -17171038.000000 Penalty: 3908.829346
	Iteration 43Q: 3 clusters Score -1.717104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 166077 members 
Entering Unmasked Estep 
Score: -17171028.000000 Penalty: 3908.829346
	Iteration 44Q: 3 clusters Score -1.717103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 166077 members 
Entering Unmasked Estep 
Score: -17171030.000000 Penalty: 3908.829346
	Iteration 45Q: 3 clusters Score -1.717103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 166078 members 
Entering Unmasked Estep 
Score: -17171024.000000 Penalty: 3908.829346
	Iteration 46Q: 3 clusters Score -1.717102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 166078 members 
Entering Unmasked Estep 
Score: -17171024.000000 Penalty: 3908.829346
	Iteration 47F: 3 clusters Score -1.717102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Entering Unmasked Estep 
Score: -1548786.375000 Penalty: 1562.655029
	Iteration 0F: 2 clusters Score -1548786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1538435.000000 Penalty: 3125.310059
	Iteration 0F: 3 clusters Score -1538435 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1541904.375000 Penalty: 3125.310059
	Iteration 1F: 3 clusters Score -1541904 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1542198.000000 Penalty: 3125.310059
	Iteration 2F: 3 clusters Score -1542198 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1542451.375000 Penalty: 3125.310059
	Iteration 3Q: 3 clusters Score -1542451 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1542715.625000 Penalty: 3125.310059
	Iteration 4Q: 3 clusters Score -1542716 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1543045.625000 Penalty: 3125.310059
	Iteration 5Q: 3 clusters Score -1543046 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1543536.625000 Penalty: 3125.310059
	Iteration 6F: 3 clusters Score -1543537 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1544178.125000 Penalty: 3125.310059
	Iteration 7F: 3 clusters Score -1544178 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1545051.000000 Penalty: 3125.310059
	Iteration 8F: 3 clusters Score -1545051 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1545954.375000 Penalty: 3125.310059
	Iteration 9F: 3 clusters Score -1545954 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1546726.125000 Penalty: 3125.310059
	Iteration 10F: 3 clusters Score -1546726 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1547220.875000 Penalty: 3125.310059
	Iteration 11Q: 3 clusters Score -1547221 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1547493.375000 Penalty: 3125.310059
	Iteration 12Q: 3 clusters Score -1547493 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1547622.750000 Penalty: 3125.310059
	Iteration 13Q: 3 clusters Score -1547623 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1547687.750000 Penalty: 3125.310059
	Iteration 14Q: 3 clusters Score -1547688 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1547727.750000 Penalty: 3125.310059
	Iteration 15Q: 3 clusters Score -1547728 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1547761.125000 Penalty: 3125.310059
	Iteration 16Q: 3 clusters Score -1547761 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1547783.625000 Penalty: 3125.310059
	Iteration 17Q: 3 clusters Score -1547784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1547801.500000 Penalty: 3125.310059
	Iteration 18Q: 3 clusters Score -1547802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1547818.625000 Penalty: 3125.310059
	Iteration 19Q: 3 clusters Score -1547819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1547824.625000 Penalty: 3125.310059
	Iteration 20F: 3 clusters Score -1547825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1547831.500000 Penalty: 3125.310059
	Iteration 21Q: 3 clusters Score -1547832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1547835.250000 Penalty: 3125.310059
	Iteration 22Q: 3 clusters Score -1547835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1547839.250000 Penalty: 3125.310059
	Iteration 23Q: 3 clusters Score -1547839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1547840.375000 Penalty: 3125.310059
	Iteration 24Q: 3 clusters Score -1547840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1547838.375000 Penalty: 3125.310059
	Iteration 25Q: 3 clusters Score -1547838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1547839.125000 Penalty: 3125.310059
	Iteration 26Q: 3 clusters Score -1547839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1547839.125000 Penalty: 3125.310059
	Iteration 27F: 3 clusters Score -1547839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Entering Unmasked Estep 
Score: -787508.562500 Penalty: 1457.115845
	Iteration 0F: 2 clusters Score -787508.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -781714.250000 Penalty: 2914.231689
	Iteration 0F: 3 clusters Score -781714.2 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -783628.500000 Penalty: 2914.231689
	Iteration 1F: 3 clusters Score -783628.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -783976.875000 Penalty: 2914.231689
	Iteration 2F: 3 clusters Score -783976.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -784344.625000 Penalty: 2914.231689
	Iteration 3F: 3 clusters Score -784344.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -784743.937500 Penalty: 2914.231689
	Iteration 4F: 3 clusters Score -784743.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -785133.875000 Penalty: 2914.231689
	Iteration 5F: 3 clusters Score -785133.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -785455.812500 Penalty: 2914.231689
	Iteration 6F: 3 clusters Score -785455.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -785707.187500 Penalty: 2914.231689
	Iteration 7Q: 3 clusters Score -785707.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -785891.625000 Penalty: 2914.231689
	Iteration 8Q: 3 clusters Score -785891.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -786019.250000 Penalty: 2914.231689
	Iteration 9Q: 3 clusters Score -786019.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -786103.812500 Penalty: 2914.231689
	Iteration 10Q: 3 clusters Score -786103.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -786159.375000 Penalty: 2914.231689
	Iteration 11Q: 3 clusters Score -786159.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -786201.687500 Penalty: 2914.231689
	Iteration 12Q: 3 clusters Score -786201.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -786232.937500 Penalty: 2914.231689
	Iteration 13Q: 3 clusters Score -786232.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -786265.312500 Penalty: 2914.231689
	Iteration 14Q: 3 clusters Score -786265.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -786287.062500 Penalty: 2914.231689
	Iteration 15Q: 3 clusters Score -786287.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -786309.500000 Penalty: 2914.231689
	Iteration 16Q: 3 clusters Score -786309.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -786333.562500 Penalty: 2914.231689
	Iteration 17Q: 3 clusters Score -786333.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -786354.750000 Penalty: 2914.231689
	Iteration 18Q: 3 clusters Score -786354.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -786375.937500 Penalty: 2914.231689
	Iteration 19Q: 3 clusters Score -786375.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -786395.625000 Penalty: 2914.231689
	Iteration 20F: 3 clusters Score -786395.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -786410.875000 Penalty: 2914.231689
	Iteration 21Q: 3 clusters Score -786410.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -786429.312500 Penalty: 2914.231689
	Iteration 22Q: 3 clusters Score -786429.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -786440.750000 Penalty: 2914.231689
	Iteration 23Q: 3 clusters Score -786440.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -786449.875000 Penalty: 2914.231689
	Iteration 24Q: 3 clusters Score -786449.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -786453.562500 Penalty: 2914.231689
	Iteration 25Q: 3 clusters Score -786453.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -786456.500000 Penalty: 2914.231689
	Iteration 26Q: 3 clusters Score -786456.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -786456.437500 Penalty: 2914.231689
	Iteration 27Q: 3 clusters Score -786456.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -786459.562500 Penalty: 2914.231689
	Iteration 28Q: 3 clusters Score -786459.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -786459.437500 Penalty: 2914.231689
	Iteration 29Q: 3 clusters Score -786459.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -786462.000000 Penalty: 2914.231689
	Iteration 30Q: 3 clusters Score -786462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -786465.625000 Penalty: 2914.231689
	Iteration 31Q: 3 clusters Score -786465.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -786469.687500 Penalty: 2914.231689
	Iteration 32Q: 3 clusters Score -786469.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -786472.750000 Penalty: 2914.231689
	Iteration 33Q: 3 clusters Score -786472.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -786474.187500 Penalty: 2914.231689
	Iteration 34Q: 3 clusters Score -786474.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -786477.312500 Penalty: 2914.231689
	Iteration 35Q: 3 clusters Score -786477.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -786479.187500 Penalty: 2914.231689
	Iteration 36Q: 3 clusters Score -786479.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -786480.312500 Penalty: 2914.231689
	Iteration 37Q: 3 clusters Score -786480.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -786479.062500 Penalty: 2914.231689
	Iteration 38Q: 3 clusters Score -786479.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -786480.250000 Penalty: 2914.231689
	Iteration 39Q: 3 clusters Score -786480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -786480.437500 Penalty: 2914.231689
	Iteration 40F: 3 clusters Score -786480.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (83400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83400 members 
Entering Unmasked Estep 
Score: -8563215.000000 Penalty: 1841.353149
	Iteration 0F: 2 clusters Score -8563215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -8507729.000000 Penalty: 3682.706299
	Iteration 0F: 3 clusters Score -8507729 nChanged 39770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -8531327.000000 Penalty: 3682.706299
	Iteration 1F: 3 clusters Score -8531327 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -8532171.000000 Penalty: 3682.706299
	Iteration 2Q: 3 clusters Score -8532171 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -8533362.000000 Penalty: 3682.706299
	Iteration 3Q: 3 clusters Score -8533362 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -8535148.000000 Penalty: 3682.706299
	Iteration 4Q: 3 clusters Score -8535148 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -8537964.000000 Penalty: 3682.706299
	Iteration 5F: 3 clusters Score -8537964 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -8542130.000000 Penalty: 3682.706299
	Iteration 6F: 3 clusters Score -8542130 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -8546685.000000 Penalty: 3682.706299
	Iteration 7F: 3 clusters Score -8546685 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -8549877.000000 Penalty: 3682.706299
	Iteration 8F: 3 clusters Score -8549877 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -8551447.000000 Penalty: 3682.706299
	Iteration 9Q: 3 clusters Score -8551447 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -8552601.000000 Penalty: 3682.706299
	Iteration 10Q: 3 clusters Score -8552601 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -8553617.000000 Penalty: 3682.706299
	Iteration 11Q: 3 clusters Score -8553617 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -8554713.000000 Penalty: 3682.706299
	Iteration 12Q: 3 clusters Score -8554713 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 51791 members 
Entering Unmasked Estep 
Score: -8555797.000000 Penalty: 3682.706299
	Iteration 13Q: 3 clusters Score -8555797 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -8556630.000000 Penalty: 3682.706299
	Iteration 14Q: 3 clusters Score -8556630 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
Score: -8557270.000000 Penalty: 3682.706299
	Iteration 15Q: 3 clusters Score -8557270 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -8557681.000000 Penalty: 3682.706299
	Iteration 16Q: 3 clusters Score -8557681 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -8558054.000000 Penalty: 3682.706299
	Iteration 17Q: 3 clusters Score -8558054 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -8558301.000000 Penalty: 3682.706299
	Iteration 18Q: 3 clusters Score -8558301 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 54773 members 
Entering Unmasked Estep 
Score: -8558480.000000 Penalty: 3682.706299
	Iteration 19Q: 3 clusters Score -8558480 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -8558557.000000 Penalty: 3682.706299
	Iteration 20F: 3 clusters Score -8558557 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -8558615.000000 Penalty: 3682.706299
	Iteration 21Q: 3 clusters Score -8558615 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -8558722.000000 Penalty: 3682.706299
	Iteration 22Q: 3 clusters Score -8558722 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 56297 members 
Entering Unmasked Estep 
Score: -8558798.000000 Penalty: 3682.706299
	Iteration 23Q: 3 clusters Score -8558798 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -8558812.000000 Penalty: 3682.706299
	Iteration 24Q: 3 clusters Score -8558812 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 56919 members 
Entering Unmasked Estep 
Score: -8558852.000000 Penalty: 3682.706299
	Iteration 25Q: 3 clusters Score -8558852 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -8558859.000000 Penalty: 3682.706299
	Iteration 26Q: 3 clusters Score -8558859 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 57458 members 
Entering Unmasked Estep 
Score: -8558878.000000 Penalty: 3682.706299
	Iteration 27Q: 3 clusters Score -8558878 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -8558906.000000 Penalty: 3682.706299
	Iteration 28Q: 3 clusters Score -8558906 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
Score: -8558925.000000 Penalty: 3682.706299
	Iteration 29Q: 3 clusters Score -8558925 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -8558931.000000 Penalty: 3682.706299
	Iteration 30Q: 3 clusters Score -8558931 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 58646 members 
Entering Unmasked Estep 
Score: -8558942.000000 Penalty: 3682.706299
	Iteration 31Q: 3 clusters Score -8558942 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 58913 members 
Entering Unmasked Estep 
Score: -8558977.000000 Penalty: 3682.706299
	Iteration 32Q: 3 clusters Score -8558977 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 59190 members 
Entering Unmasked Estep 
Score: -8558990.000000 Penalty: 3682.706299
	Iteration 33Q: 3 clusters Score -8558990 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -8558964.000000 Penalty: 3682.706299
	Iteration 34Q: 3 clusters Score -8558964 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 59744 members 
Entering Unmasked Estep 
Score: -8559009.000000 Penalty: 3682.706299
	Iteration 35Q: 3 clusters Score -8559009 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -8559012.000000 Penalty: 3682.706299
	Iteration 36Q: 3 clusters Score -8559012 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 60249 members 
Entering Unmasked Estep 
Score: -8559028.000000 Penalty: 3682.706299
	Iteration 37Q: 3 clusters Score -8559028 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -8559031.000000 Penalty: 3682.706299
	Iteration 38Q: 3 clusters Score -8559031 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 60749 members 
Entering Unmasked Estep 
Score: -8559077.000000 Penalty: 3682.706299
	Iteration 39Q: 3 clusters Score -8559077 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 61004 members 
Entering Unmasked Estep 
Score: -8559088.000000 Penalty: 3682.706299
	Iteration 40F: 3 clusters Score -8559088 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 61240 members 
Entering Unmasked Estep 
Score: -8559111.000000 Penalty: 3682.706299
	Iteration 41Q: 3 clusters Score -8559111 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 61469 members 
Entering Unmasked Estep 
Score: -8559097.000000 Penalty: 3682.706299
	Iteration 42Q: 3 clusters Score -8559097 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -8559100.000000 Penalty: 3682.706299
	Iteration 43Q: 3 clusters Score -8559100 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 61880 members 
Entering Unmasked Estep 
Score: -8559122.000000 Penalty: 3682.706299
	Iteration 44Q: 3 clusters Score -8559122 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 62084 members 
Entering Unmasked Estep 
Score: -8559120.000000 Penalty: 3682.706299
	Iteration 45Q: 3 clusters Score -8559120 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -8559124.000000 Penalty: 3682.706299
	Iteration 46Q: 3 clusters Score -8559124 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 62495 members 
Entering Unmasked Estep 
Score: -8559110.000000 Penalty: 3682.706299
	Iteration 47Q: 3 clusters Score -8559110 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 62718 members 
Entering Unmasked Estep 
Score: -8559126.000000 Penalty: 3682.706299
	Iteration 48Q: 3 clusters Score -8559126 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -8559116.000000 Penalty: 3682.706299
	Iteration 49Q: 3 clusters Score -8559116 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 63167 members 
Entering Unmasked Estep 
Score: -8559143.000000 Penalty: 3682.706299
	Iteration 50Q: 3 clusters Score -8559143 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -8559143.000000 Penalty: 3682.706299
	Iteration 51Q: 3 clusters Score -8559143 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 63621 members 
Entering Unmasked Estep 
Score: -8559184.000000 Penalty: 3682.706299
	Iteration 52Q: 3 clusters Score -8559184 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 63851 members 
Entering Unmasked Estep 
Score: -8559190.000000 Penalty: 3682.706299
	Iteration 53Q: 3 clusters Score -8559190 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 64091 members 
Entering Unmasked Estep 
Score: -8559191.000000 Penalty: 3682.706299
	Iteration 54Q: 3 clusters Score -8559191 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 64312 members 
Entering Unmasked Estep 
Score: -8559198.000000 Penalty: 3682.706299
	Iteration 55Q: 3 clusters Score -8559198 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 64512 members 
Entering Unmasked Estep 
Score: -8559216.000000 Penalty: 3682.706299
	Iteration 56Q: 3 clusters Score -8559216 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 64735 members 
Entering Unmasked Estep 
Score: -8559244.000000 Penalty: 3682.706299
	Iteration 57Q: 3 clusters Score -8559244 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -8559232.000000 Penalty: 3682.706299
	Iteration 58Q: 3 clusters Score -8559232 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 65225 members 
Entering Unmasked Estep 
Score: -8559257.000000 Penalty: 3682.706299
	Iteration 59Q: 3 clusters Score -8559257 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 65474 members 
Entering Unmasked Estep 
Score: -8559277.000000 Penalty: 3682.706299
	Iteration 60F: 3 clusters Score -8559277 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -8559278.000000 Penalty: 3682.706299
	Iteration 61Q: 3 clusters Score -8559278 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 65952 members 
Entering Unmasked Estep 
Score: -8559280.000000 Penalty: 3682.706299
	Iteration 62Q: 3 clusters Score -8559280 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 66213 members 
Entering Unmasked Estep 
Score: -8559283.000000 Penalty: 3682.706299
	Iteration 63Q: 3 clusters Score -8559283 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 66489 members 
Entering Unmasked Estep 
Score: -8559274.000000 Penalty: 3682.706299
	Iteration 64Q: 3 clusters Score -8559274 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 66771 members 
Entering Unmasked Estep 
Score: -8559302.000000 Penalty: 3682.706299
	Iteration 65Q: 3 clusters Score -8559302 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 67082 members 
Entering Unmasked Estep 
Score: -8559365.000000 Penalty: 3682.706299
	Iteration 66Q: 3 clusters Score -8559365 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 67434 members 
Entering Unmasked Estep 
Score: -8559430.000000 Penalty: 3682.706299
	Iteration 67Q: 3 clusters Score -8559430 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 67794 members 
Entering Unmasked Estep 
Score: -8559467.000000 Penalty: 3682.706299
	Iteration 68Q: 3 clusters Score -8559467 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 68172 members 
Entering Unmasked Estep 
Score: -8559541.000000 Penalty: 3682.706299
	Iteration 69Q: 3 clusters Score -8559541 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 68571 members 
Entering Unmasked Estep 
Score: -8559632.000000 Penalty: 3682.706299
	Iteration 70Q: 3 clusters Score -8559632 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -8559662.000000 Penalty: 3682.706299
	Iteration 71Q: 3 clusters Score -8559662 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 69346 members 
Entering Unmasked Estep 
Score: -8559673.000000 Penalty: 3682.706299
	Iteration 72Q: 3 clusters Score -8559673 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -8559714.000000 Penalty: 3682.706299
	Iteration 73Q: 3 clusters Score -8559714 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 70135 members 
Entering Unmasked Estep 
Score: -8559791.000000 Penalty: 3682.706299
	Iteration 74Q: 3 clusters Score -8559791 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 70511 members 
Entering Unmasked Estep 
Score: -8559879.000000 Penalty: 3682.706299
	Iteration 75Q: 3 clusters Score -8559879 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 70872 members 
Entering Unmasked Estep 
Score: -8559905.000000 Penalty: 3682.706299
	Iteration 76Q: 3 clusters Score -8559905 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 71202 members 
Entering Unmasked Estep 
Score: -8559943.000000 Penalty: 3682.706299
	Iteration 77Q: 3 clusters Score -8559943 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 71563 members 
Entering Unmasked Estep 
Score: -8560005.000000 Penalty: 3682.706299
	Iteration 78Q: 3 clusters Score -8560005 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 71905 members 
Entering Unmasked Estep 
Score: -8560035.000000 Penalty: 3682.706299
	Iteration 79Q: 3 clusters Score -8560035 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 72291 members 
Entering Unmasked Estep 
Score: -8560090.000000 Penalty: 3682.706299
	Iteration 80F: 3 clusters Score -8560090 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 72667 members 
Entering Unmasked Estep 
Score: -8560140.000000 Penalty: 3682.706299
	Iteration 81Q: 3 clusters Score -8560140 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
Score: -8560179.000000 Penalty: 3682.706299
	Iteration 82Q: 3 clusters Score -8560179 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 73480 members 
Entering Unmasked Estep 
Score: -8560236.000000 Penalty: 3682.706299
	Iteration 83Q: 3 clusters Score -8560236 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 73879 members 
Entering Unmasked Estep 
Score: -8560313.000000 Penalty: 3682.706299
	Iteration 84Q: 3 clusters Score -8560313 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 74261 members 
Entering Unmasked Estep 
Score: -8560381.000000 Penalty: 3682.706299
	Iteration 85Q: 3 clusters Score -8560381 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 74635 members 
Entering Unmasked Estep 
Score: -8560425.000000 Penalty: 3682.706299
	Iteration 86Q: 3 clusters Score -8560425 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 75007 members 
Entering Unmasked Estep 
Score: -8560492.000000 Penalty: 3682.706299
	Iteration 87Q: 3 clusters Score -8560492 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 75377 members 
Entering Unmasked Estep 
Score: -8560529.000000 Penalty: 3682.706299
	Iteration 88Q: 3 clusters Score -8560529 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 75750 members 
Entering Unmasked Estep 
Score: -8560600.000000 Penalty: 3682.706299
	Iteration 89Q: 3 clusters Score -8560600 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 76119 members 
Entering Unmasked Estep 
Score: -8560647.000000 Penalty: 3682.706299
	Iteration 90Q: 3 clusters Score -8560647 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 76493 members 
Entering Unmasked Estep 
Score: -8560742.000000 Penalty: 3682.706299
	Iteration 91Q: 3 clusters Score -8560742 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 76847 members 
Entering Unmasked Estep 
Score: -8560820.000000 Penalty: 3682.706299
	Iteration 92Q: 3 clusters Score -8560820 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 77188 members 
Entering Unmasked Estep 
Score: -8560893.000000 Penalty: 3682.706299
	Iteration 93Q: 3 clusters Score -8560893 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 77500 members 
Entering Unmasked Estep 
Score: -8560931.000000 Penalty: 3682.706299
	Iteration 94Q: 3 clusters Score -8560931 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 77796 members 
Entering Unmasked Estep 
Score: -8560991.000000 Penalty: 3682.706299
	Iteration 95Q: 3 clusters Score -8560991 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 78102 members 
Entering Unmasked Estep 
Score: -8561017.000000 Penalty: 3682.706299
	Iteration 96Q: 3 clusters Score -8561017 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 78378 members 
Entering Unmasked Estep 
Score: -8561061.000000 Penalty: 3682.706299
	Iteration 97Q: 3 clusters Score -8561061 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 78668 members 
Entering Unmasked Estep 
Score: -8561146.000000 Penalty: 3682.706299
	Iteration 98Q: 3 clusters Score -8561146 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 78959 members 
Entering Unmasked Estep 
Score: -8561188.000000 Penalty: 3682.706299
	Iteration 99Q: 3 clusters Score -8561188 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 79244 members 
Entering Unmasked Estep 
Score: -8561220.000000 Penalty: 3682.706299
	Iteration 100F: 3 clusters Score -8561220 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 79525 members 
Entering Unmasked Estep 
Score: -8561286.000000 Penalty: 3682.706299
	Iteration 101Q: 3 clusters Score -8561286 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 79782 members 
Entering Unmasked Estep 
Score: -8561353.000000 Penalty: 3682.706299
	Iteration 102Q: 3 clusters Score -8561353 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 80054 members 
Entering Unmasked Estep 
Score: -8561406.000000 Penalty: 3682.706299
	Iteration 103Q: 3 clusters Score -8561406 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 80324 members 
Entering Unmasked Estep 
Score: -8561449.000000 Penalty: 3682.706299
	Iteration 104Q: 3 clusters Score -8561449 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 80565 members 
Entering Unmasked Estep 
Score: -8561499.000000 Penalty: 3682.706299
	Iteration 105Q: 3 clusters Score -8561499 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -8561511.000000 Penalty: 3682.706299
	Iteration 106Q: 3 clusters Score -8561511 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 80987 members 
Entering Unmasked Estep 
Score: -8561550.000000 Penalty: 3682.706299
	Iteration 107Q: 3 clusters Score -8561550 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -8561613.000000 Penalty: 3682.706299
	Iteration 108Q: 3 clusters Score -8561613 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 81327 members 
Entering Unmasked Estep 
Score: -8561635.000000 Penalty: 3682.706299
	Iteration 109Q: 3 clusters Score -8561635 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 81488 members 
Entering Unmasked Estep 
Score: -8561664.000000 Penalty: 3682.706299
	Iteration 110Q: 3 clusters Score -8561664 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 81622 members 
Entering Unmasked Estep 
Score: -8561685.000000 Penalty: 3682.706299
	Iteration 111Q: 3 clusters Score -8561685 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 81734 members 
Entering Unmasked Estep 
Score: -8561703.000000 Penalty: 3682.706299
	Iteration 112Q: 3 clusters Score -8561703 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -8561707.000000 Penalty: 3682.706299
	Iteration 113Q: 3 clusters Score -8561707 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 81945 members 
Entering Unmasked Estep 
Score: -8561750.000000 Penalty: 3682.706299
	Iteration 114Q: 3 clusters Score -8561750 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 82025 members 
Entering Unmasked Estep 
Score: -8561753.000000 Penalty: 3682.706299
	Iteration 115Q: 3 clusters Score -8561753 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 82109 members 
Entering Unmasked Estep 
Score: -8561764.000000 Penalty: 3682.706299
	Iteration 116Q: 3 clusters Score -8561764 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 82186 members 
Entering Unmasked Estep 
Score: -8561775.000000 Penalty: 3682.706299
	Iteration 117Q: 3 clusters Score -8561775 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 82250 members 
Entering Unmasked Estep 
Score: -8561778.000000 Penalty: 3682.706299
	Iteration 118Q: 3 clusters Score -8561778 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 82304 members 
Entering Unmasked Estep 
Score: -8561786.000000 Penalty: 3682.706299
	Iteration 119Q: 3 clusters Score -8561786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 82341 members 
Entering Unmasked Estep 
Score: -8561785.000000 Penalty: 3682.706299
	Iteration 120F: 3 clusters Score -8561785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 82362 members 
Entering Unmasked Estep 
Score: -8561793.000000 Penalty: 3682.706299
	Iteration 121Q: 3 clusters Score -8561793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 82387 members 
Entering Unmasked Estep 
Score: -8561799.000000 Penalty: 3682.706299
	Iteration 122Q: 3 clusters Score -8561799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 82410 members 
Entering Unmasked Estep 
Score: -8561805.000000 Penalty: 3682.706299
	Iteration 123Q: 3 clusters Score -8561805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 82426 members 
Entering Unmasked Estep 
Score: -8561819.000000 Penalty: 3682.706299
	Iteration 124Q: 3 clusters Score -8561819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 82447 members 
Entering Unmasked Estep 
Score: -8561813.000000 Penalty: 3682.706299
	Iteration 125Q: 3 clusters Score -8561813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 82466 members 
Entering Unmasked Estep 
Score: -8561799.000000 Penalty: 3682.706299
	Iteration 126Q: 3 clusters Score -8561799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 82482 members 
Entering Unmasked Estep 
Score: -8561818.000000 Penalty: 3682.706299
	Iteration 127Q: 3 clusters Score -8561818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 82507 members 
Entering Unmasked Estep 
Score: -8561801.000000 Penalty: 3682.706299
	Iteration 128Q: 3 clusters Score -8561801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 82524 members 
Entering Unmasked Estep 
Score: -8561806.000000 Penalty: 3682.706299
	Iteration 129Q: 3 clusters Score -8561806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
Score: -8561814.000000 Penalty: 3682.706299
	Iteration 130Q: 3 clusters Score -8561814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 82557 members 
Entering Unmasked Estep 
Score: -8561809.000000 Penalty: 3682.706299
	Iteration 131Q: 3 clusters Score -8561809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 82567 members 
Entering Unmasked Estep 
Score: -8561818.000000 Penalty: 3682.706299
	Iteration 132Q: 3 clusters Score -8561818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 82580 members 
Entering Unmasked Estep 
Score: -8561823.000000 Penalty: 3682.706299
	Iteration 133Q: 3 clusters Score -8561823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 82593 members 
Entering Unmasked Estep 
Score: -8561828.000000 Penalty: 3682.706299
	Iteration 134Q: 3 clusters Score -8561828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 82602 members 
Entering Unmasked Estep 
Score: -8561823.000000 Penalty: 3682.706299
	Iteration 135Q: 3 clusters Score -8561823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 82616 members 
Entering Unmasked Estep 
Score: -8561820.000000 Penalty: 3682.706299
	Iteration 136Q: 3 clusters Score -8561820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
Score: -8561829.000000 Penalty: 3682.706299
	Iteration 137Q: 3 clusters Score -8561829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 82635 members 
Entering Unmasked Estep 
Score: -8561836.000000 Penalty: 3682.706299
	Iteration 138Q: 3 clusters Score -8561836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 82641 members 
Entering Unmasked Estep 
Score: -8561830.000000 Penalty: 3682.706299
	Iteration 139Q: 3 clusters Score -8561830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 82650 members 
Entering Unmasked Estep 
Score: -8561837.000000 Penalty: 3682.706299
	Iteration 140F: 3 clusters Score -8561837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 82657 members 
Entering Unmasked Estep 
Score: -8561842.000000 Penalty: 3682.706299
	Iteration 141Q: 3 clusters Score -8561842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 82666 members 
Entering Unmasked Estep 
Score: -8561841.000000 Penalty: 3682.706299
	Iteration 142Q: 3 clusters Score -8561841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 82671 members 
Entering Unmasked Estep 
Score: -8561843.000000 Penalty: 3682.706299
	Iteration 143Q: 3 clusters Score -8561843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 82675 members 
Entering Unmasked Estep 
Score: -8561849.000000 Penalty: 3682.706299
	Iteration 144Q: 3 clusters Score -8561849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 82678 members 
Entering Unmasked Estep 
Score: -8561844.000000 Penalty: 3682.706299
	Iteration 145Q: 3 clusters Score -8561844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 82682 members 
Entering Unmasked Estep 
Score: -8561850.000000 Penalty: 3682.706299
	Iteration 146Q: 3 clusters Score -8561850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 82685 members 
Entering Unmasked Estep 
Score: -8561844.000000 Penalty: 3682.706299
	Iteration 147Q: 3 clusters Score -8561844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 82688 members 
Entering Unmasked Estep 
Score: -8561841.000000 Penalty: 3682.706299
	Iteration 148Q: 3 clusters Score -8561841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 82691 members 
Entering Unmasked Estep 
Score: -8561846.000000 Penalty: 3682.706299
	Iteration 149Q: 3 clusters Score -8561846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
Score: -8561854.000000 Penalty: 3682.706299
	Iteration 150Q: 3 clusters Score -8561854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
Score: -8561858.000000 Penalty: 3682.706299
	Iteration 151Q: 3 clusters Score -8561858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 82709 members 
Entering Unmasked Estep 
Score: -8561858.000000 Penalty: 3682.706299
	Iteration 152Q: 3 clusters Score -8561858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 82713 members 
Entering Unmasked Estep 
Score: -8561871.000000 Penalty: 3682.706299
	Iteration 153Q: 3 clusters Score -8561871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 82715 members 
Entering Unmasked Estep 
Score: -8561867.000000 Penalty: 3682.706299
	Iteration 154Q: 3 clusters Score -8561867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 82716 members 
Entering Unmasked Estep 
Score: -8561868.000000 Penalty: 3682.706299
	Iteration 155Q: 3 clusters Score -8561868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 82717 members 
Entering Unmasked Estep 
Score: -8561868.000000 Penalty: 3682.706299
	Iteration 156Q: 3 clusters Score -8561868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 82720 members 
Entering Unmasked Estep 
Score: -8561865.000000 Penalty: 3682.706299
	Iteration 157Q: 3 clusters Score -8561865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 82720 members 
Entering Unmasked Estep 
Score: -8561866.000000 Penalty: 3682.706299
	Iteration 158Q: 3 clusters Score -8561866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 82722 members 
Entering Unmasked Estep 
Score: -8561864.000000 Penalty: 3682.706299
	Iteration 159Q: 3 clusters Score -8561864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 82722 members 
Entering Unmasked Estep 
Score: -8561864.000000 Penalty: 3682.706299
	Iteration 160F: 3 clusters Score -8561864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (161289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161289 members 
Entering Unmasked Estep 
Score: -16588298.000000 Penalty: 1948.529907
	Iteration 0F: 2 clusters Score -1.65883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80835 members 
Mstep: Class 2 contains 80454 members 
Entering Unmasked Estep 
Score: -16485753.000000 Penalty: 3897.059814
	Iteration 0F: 3 clusters Score -1.648575e+07 nChanged 77824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83991 members 
Mstep: Class 2 contains 77298 members 
Entering Unmasked Estep 
Score: -16531669.000000 Penalty: 3897.059814
	Iteration 1F: 3 clusters Score -1.653167e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86545 members 
Mstep: Class 2 contains 74744 members 
Entering Unmasked Estep 
Score: -16532636.000000 Penalty: 3897.059814
	Iteration 2Q: 3 clusters Score -1.653264e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90525 members 
Mstep: Class 2 contains 70764 members 
Entering Unmasked Estep 
Score: -16534049.000000 Penalty: 3897.059814
	Iteration 3Q: 3 clusters Score -1.653405e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96478 members 
Mstep: Class 2 contains 64811 members 
Entering Unmasked Estep 
Score: -16536401.000000 Penalty: 3897.059814
	Iteration 4Q: 3 clusters Score -1.65364e+07 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105526 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -16541189.000000 Penalty: 3897.059814
	Iteration 5F: 3 clusters Score -1.654119e+07 nChanged 12601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118017 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -16549647.000000 Penalty: 3897.059814
	Iteration 6F: 3 clusters Score -1.654965e+07 nChanged 14827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132808 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -16561770.000000 Penalty: 3897.059814
	Iteration 7F: 3 clusters Score -1.656177e+07 nChanged 13642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146448 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -16574139.000000 Penalty: 3897.059814
	Iteration 8F: 3 clusters Score -1.657414e+07 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155391 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -16581925.000000 Penalty: 3897.059814
	Iteration 9F: 3 clusters Score -1.658192e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159344 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -16584958.000000 Penalty: 3897.059814
	Iteration 10Q: 3 clusters Score -1.658496e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160587 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -16585957.000000 Penalty: 3897.059814
	Iteration 11Q: 3 clusters Score -1.658596e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160933 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -16586293.000000 Penalty: 3897.059814
	Iteration 12Q: 3 clusters Score -1.658629e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161012 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16586420.000000 Penalty: 3897.059814
	Iteration 13Q: 3 clusters Score -1.658642e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161042 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -16586464.000000 Penalty: 3897.059814
	Iteration 14Q: 3 clusters Score -1.658646e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161054 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16586481.000000 Penalty: 3897.059814
	Iteration 15Q: 3 clusters Score -1.658648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161067 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16586512.000000 Penalty: 3897.059814
	Iteration 16Q: 3 clusters Score -1.658651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161074 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16586522.000000 Penalty: 3897.059814
	Iteration 17Q: 3 clusters Score -1.658652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161074 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16586526.000000 Penalty: 3897.059814
	Iteration 18Q: 3 clusters Score -1.658653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161076 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16586531.000000 Penalty: 3897.059814
	Iteration 19Q: 3 clusters Score -1.658653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161080 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16586542.000000 Penalty: 3897.059814
	Iteration 20F: 3 clusters Score -1.658654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161081 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16586540.000000 Penalty: 3897.059814
	Iteration 21Q: 3 clusters Score -1.658654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161084 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16586542.000000 Penalty: 3897.059814
	Iteration 22Q: 3 clusters Score -1.658654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161085 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16586540.000000 Penalty: 3897.059814
	Iteration 23Q: 3 clusters Score -1.658654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161084 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16586542.000000 Penalty: 3897.059814
	Iteration 24Q: 3 clusters Score -1.658654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161084 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16586542.000000 Penalty: 3897.059814
	Iteration 25F: 3 clusters Score -1.658654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -254524.359375 Penalty: 1260.381836
	Iteration 0F: 2 clusters Score -254524.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -252179.140625 Penalty: 2520.763672
	Iteration 0F: 3 clusters Score -252179.1 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -252695.937500 Penalty: 2520.763672
	Iteration 1F: 3 clusters Score -252695.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -252816.859375 Penalty: 2520.763672
	Iteration 2F: 3 clusters Score -252816.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -252876.671875 Penalty: 2520.763672
	Iteration 3F: 3 clusters Score -252876.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -252903.890625 Penalty: 2520.763672
	Iteration 4Q: 3 clusters Score -252903.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -252928.687500 Penalty: 2520.763672
	Iteration 5Q: 3 clusters Score -252928.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -252944.328125 Penalty: 2520.763672
	Iteration 6Q: 3 clusters Score -252944.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -252959.843750 Penalty: 2520.763672
	Iteration 7Q: 3 clusters Score -252959.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -252971.984375 Penalty: 2520.763672
	Iteration 8Q: 3 clusters Score -252972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -252980.125000 Penalty: 2520.763672
	Iteration 9Q: 3 clusters Score -252980.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -252983.296875 Penalty: 2520.763672
	Iteration 10Q: 3 clusters Score -252983.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -252986.593750 Penalty: 2520.763672
	Iteration 11Q: 3 clusters Score -252986.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -252991.968750 Penalty: 2520.763672
	Iteration 12Q: 3 clusters Score -252992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -252994.828125 Penalty: 2520.763672
	Iteration 13Q: 3 clusters Score -252994.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -252996.203125 Penalty: 2520.763672
	Iteration 14Q: 3 clusters Score -252996.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -252998.359375 Penalty: 2520.763672
	Iteration 15Q: 3 clusters Score -252998.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -252999.718750 Penalty: 2520.763672
	Iteration 16Q: 3 clusters Score -252999.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -253001.312500 Penalty: 2520.763672
	Iteration 17Q: 3 clusters Score -253001.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -253004.218750 Penalty: 2520.763672
	Iteration 18Q: 3 clusters Score -253004.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -253008.187500 Penalty: 2520.763672
	Iteration 19Q: 3 clusters Score -253008.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -253012.578125 Penalty: 2520.763672
	Iteration 20F: 3 clusters Score -253012.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -253016.125000 Penalty: 2520.763672
	Iteration 21Q: 3 clusters Score -253016.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -253018.750000 Penalty: 2520.763672
	Iteration 22Q: 3 clusters Score -253018.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -253021.953125 Penalty: 2520.763672
	Iteration 23Q: 3 clusters Score -253022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -253023.078125 Penalty: 2520.763672
	Iteration 24Q: 3 clusters Score -253023.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -253023.875000 Penalty: 2520.763672
	Iteration 25Q: 3 clusters Score -253023.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -253025.031250 Penalty: 2520.763672
	Iteration 26Q: 3 clusters Score -253025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -253026.109375 Penalty: 2520.763672
	Iteration 27Q: 3 clusters Score -253026.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -253026.765625 Penalty: 2520.763672
	Iteration 28Q: 3 clusters Score -253026.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -253027.343750 Penalty: 2520.763672
	Iteration 29Q: 3 clusters Score -253027.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -253027.343750 Penalty: 2520.763672
	Iteration 30F: 3 clusters Score -253027.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (146763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146763 members 
Entering Unmasked Estep 
Score: -14912422.000000 Penalty: 1933.193237
	Iteration 0F: 2 clusters Score -1.491242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73655 members 
Mstep: Class 2 contains 73108 members 
Entering Unmasked Estep 
Score: -14814762.000000 Penalty: 3866.386475
	Iteration 0F: 3 clusters Score -1.481476e+07 nChanged 70732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81207 members 
Mstep: Class 2 contains 65556 members 
Entering Unmasked Estep 
Score: -14857203.000000 Penalty: 3866.386475
	Iteration 1F: 3 clusters Score -1.48572e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86130 members 
Mstep: Class 2 contains 60633 members 
Entering Unmasked Estep 
Score: -14859639.000000 Penalty: 3866.386475
	Iteration 2Q: 3 clusters Score -1.485964e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93228 members 
Mstep: Class 2 contains 53535 members 
Entering Unmasked Estep 
Score: -14863535.000000 Penalty: 3866.386475
	Iteration 3F: 3 clusters Score -1.486354e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103023 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -14870129.000000 Penalty: 3866.386475
	Iteration 4F: 3 clusters Score -1.487013e+07 nChanged 12532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115357 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -14880420.000000 Penalty: 3866.386475
	Iteration 5F: 3 clusters Score -1.488042e+07 nChanged 12977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128304 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -14892955.000000 Penalty: 3866.386475
	Iteration 6F: 3 clusters Score -1.489296e+07 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138509 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -14903394.000000 Penalty: 3866.386475
	Iteration 7F: 3 clusters Score -1.490339e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143988 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -14908556.000000 Penalty: 3866.386475
	Iteration 8Q: 3 clusters Score -1.490856e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145904 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -14910127.000000 Penalty: 3866.386475
	Iteration 9Q: 3 clusters Score -1.491013e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146438 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -14910547.000000 Penalty: 3866.386475
	Iteration 10Q: 3 clusters Score -1.491055e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146554 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -14910651.000000 Penalty: 3866.386475
	Iteration 11Q: 3 clusters Score -1.491065e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146584 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14910695.000000 Penalty: 3866.386475
	Iteration 12Q: 3 clusters Score -1.49107e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146597 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14910717.000000 Penalty: 3866.386475
	Iteration 13Q: 3 clusters Score -1.491072e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146605 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14910738.000000 Penalty: 3866.386475
	Iteration 14Q: 3 clusters Score -1.491074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146606 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14910747.000000 Penalty: 3866.386475
	Iteration 15Q: 3 clusters Score -1.491075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146612 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14910760.000000 Penalty: 3866.386475
	Iteration 16Q: 3 clusters Score -1.491076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146613 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14910753.000000 Penalty: 3866.386475
	Iteration 17Q: 3 clusters Score -1.491075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146612 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14910761.000000 Penalty: 3866.386475
	Iteration 18Q: 3 clusters Score -1.491076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146613 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14910768.000000 Penalty: 3866.386475
	Iteration 19Q: 3 clusters Score -1.491077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146614 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14910777.000000 Penalty: 3866.386475
	Iteration 20F: 3 clusters Score -1.491078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146615 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14910777.000000 Penalty: 3866.386475
	Iteration 21Q: 3 clusters Score -1.491078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146615 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14910777.000000 Penalty: 3866.386475
	Iteration 22F: 3 clusters Score -1.491078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157936 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152532 members 
Mstep: Class 11 contains 136186 members 
Mstep: Class 12 contains 53932 members 
Mstep: Class 14 contains 161925 members 
Mstep: Class 15 contains 167237 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83400 members 
Mstep: Class 20 contains 161289 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960104.000000 Penalty: 36575.996094
Iteration 479Q: 17 clusters Score -1.279601e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157936 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152536 members 
Mstep: Class 11 contains 136184 members 
Mstep: Class 12 contains 53932 members 
Mstep: Class 14 contains 161927 members 
Mstep: Class 15 contains 167238 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83396 members 
Mstep: Class 20 contains 161290 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960152.000000 Penalty: 36575.996094
Iteration 480F: 17 clusters Score -1.279602e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157937 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152537 members 
Mstep: Class 11 contains 136183 members 
Mstep: Class 12 contains 53932 members 
Mstep: Class 14 contains 161928 members 
Mstep: Class 15 contains 167240 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83392 members 
Mstep: Class 20 contains 161290 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960168.000000 Penalty: 36575.996094
Iteration 481Q: 17 clusters Score -1.279602e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157938 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152536 members 
Mstep: Class 11 contains 136183 members 
Mstep: Class 12 contains 53932 members 
Mstep: Class 14 contains 161927 members 
Mstep: Class 15 contains 167242 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83391 members 
Mstep: Class 20 contains 161290 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960144.000000 Penalty: 36575.996094
Iteration 482Q: 17 clusters Score -1.279601e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157942 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152537 members 
Mstep: Class 11 contains 136185 members 
Mstep: Class 12 contains 53932 members 
Mstep: Class 14 contains 161926 members 
Mstep: Class 15 contains 167241 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83387 members 
Mstep: Class 20 contains 161288 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960168.000000 Penalty: 36575.996094
Iteration 483Q: 17 clusters Score -1.279602e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157943 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152539 members 
Mstep: Class 11 contains 136186 members 
Mstep: Class 12 contains 53932 members 
Mstep: Class 14 contains 161926 members 
Mstep: Class 15 contains 167244 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83385 members 
Mstep: Class 20 contains 161284 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960104.000000 Penalty: 36575.996094
Iteration 484Q: 17 clusters Score -1.279601e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157943 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152541 members 
Mstep: Class 11 contains 136186 members 
Mstep: Class 12 contains 53932 members 
Mstep: Class 14 contains 161927 members 
Mstep: Class 15 contains 167242 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83384 members 
Mstep: Class 20 contains 161285 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960136.000000 Penalty: 36575.996094
Iteration 485Q: 17 clusters Score -1.279601e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157943 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152541 members 
Mstep: Class 11 contains 136187 members 
Mstep: Class 12 contains 53933 members 
Mstep: Class 14 contains 161927 members 
Mstep: Class 15 contains 167247 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83379 members 
Mstep: Class 20 contains 161283 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960080.000000 Penalty: 36575.996094
Iteration 486Q: 17 clusters Score -1.279601e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157943 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152540 members 
Mstep: Class 11 contains 136186 members 
Mstep: Class 12 contains 53934 members 
Mstep: Class 14 contains 161928 members 
Mstep: Class 15 contains 167248 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83376 members 
Mstep: Class 20 contains 161284 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960112.000000 Penalty: 36575.996094
Iteration 487Q: 17 clusters Score -1.279601e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157940 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152539 members 
Mstep: Class 11 contains 136183 members 
Mstep: Class 12 contains 53935 members 
Mstep: Class 14 contains 161930 members 
Mstep: Class 15 contains 167257 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83369 members 
Mstep: Class 20 contains 161286 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960144.000000 Penalty: 36575.996094
Iteration 488Q: 17 clusters Score -1.279601e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 157939 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152539 members 
Mstep: Class 11 contains 136184 members 
Mstep: Class 12 contains 53935 members 
Mstep: Class 14 contains 161931 members 
Mstep: Class 15 contains 167259 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83365 members 
Mstep: Class 20 contains 161285 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960168.000000 Penalty: 36575.996094
Iteration 489Q: 17 clusters Score -1.279602e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 3 contains 2938 members 
Mstep: Class 4 contains 157939 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152540 members 
Mstep: Class 11 contains 136185 members 
Mstep: Class 12 contains 53935 members 
Mstep: Class 14 contains 161932 members 
Mstep: Class 15 contains 167259 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83365 members 
Mstep: Class 20 contains 161283 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960152.000000 Penalty: 36575.996094
Iteration 490Q: 17 clusters Score -1.279602e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 3 contains 2938 members 
Mstep: Class 4 contains 157938 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152541 members 
Mstep: Class 11 contains 136185 members 
Mstep: Class 12 contains 53934 members 
Mstep: Class 14 contains 161933 members 
Mstep: Class 15 contains 167259 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83364 members 
Mstep: Class 20 contains 161284 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960160.000000 Penalty: 36575.996094
Iteration 491Q: 17 clusters Score -1.279602e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 3 contains 2938 members 
Mstep: Class 4 contains 157937 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152541 members 
Mstep: Class 11 contains 136185 members 
Mstep: Class 12 contains 53934 members 
Mstep: Class 14 contains 161935 members 
Mstep: Class 15 contains 167259 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83362 members 
Mstep: Class 20 contains 161285 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960144.000000 Penalty: 36575.996094
Iteration 492Q: 17 clusters Score -1.279601e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 3 contains 2938 members 
Mstep: Class 4 contains 157938 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152542 members 
Mstep: Class 11 contains 136185 members 
Mstep: Class 12 contains 53934 members 
Mstep: Class 14 contains 161934 members 
Mstep: Class 15 contains 167259 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83360 members 
Mstep: Class 20 contains 161286 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960168.000000 Penalty: 36575.996094
Iteration 493Q: 17 clusters Score -1.279602e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 3 contains 2938 members 
Mstep: Class 4 contains 157939 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152542 members 
Mstep: Class 11 contains 136185 members 
Mstep: Class 12 contains 53934 members 
Mstep: Class 14 contains 161935 members 
Mstep: Class 15 contains 167260 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83356 members 
Mstep: Class 20 contains 161286 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960128.000000 Penalty: 36575.996094
Iteration 494Q: 17 clusters Score -1.279601e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 3 contains 2938 members 
Mstep: Class 4 contains 157938 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152543 members 
Mstep: Class 11 contains 136185 members 
Mstep: Class 12 contains 53934 members 
Mstep: Class 14 contains 161938 members 
Mstep: Class 15 contains 167260 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83356 members 
Mstep: Class 20 contains 161283 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960176.000000 Penalty: 36575.996094
Iteration 495Q: 17 clusters Score -1.279602e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 3 contains 2938 members 
Mstep: Class 4 contains 157938 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152545 members 
Mstep: Class 11 contains 136185 members 
Mstep: Class 12 contains 53933 members 
Mstep: Class 14 contains 161937 members 
Mstep: Class 15 contains 167261 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83357 members 
Mstep: Class 20 contains 161281 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960152.000000 Penalty: 36575.996094
Iteration 496Q: 17 clusters Score -1.279602e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 3 contains 2938 members 
Mstep: Class 4 contains 157939 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152546 members 
Mstep: Class 11 contains 136185 members 
Mstep: Class 12 contains 53932 members 
Mstep: Class 14 contains 161938 members 
Mstep: Class 15 contains 167262 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83355 members 
Mstep: Class 20 contains 161279 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960128.000000 Penalty: 36575.996094
Iteration 497Q: 17 clusters Score -1.279601e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 3 contains 2938 members 
Mstep: Class 4 contains 157939 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152546 members 
Mstep: Class 11 contains 136185 members 
Mstep: Class 12 contains 53932 members 
Mstep: Class 14 contains 161938 members 
Mstep: Class 15 contains 167260 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83357 members 
Mstep: Class 20 contains 161279 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960128.000000 Penalty: 36575.996094
Iteration 498Q: 17 clusters Score -1.279601e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 3 contains 2938 members 
Mstep: Class 4 contains 157939 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152546 members 
Mstep: Class 11 contains 136185 members 
Mstep: Class 12 contains 53932 members 
Mstep: Class 14 contains 161938 members 
Mstep: Class 15 contains 167262 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83355 members 
Mstep: Class 20 contains 161279 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960112.000000 Penalty: 36575.996094
Iteration 499Q: 17 clusters Score -1.279601e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 3 contains 2938 members 
Mstep: Class 4 contains 157939 members 
Mstep: Class 5 contains 7607 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 152546 members 
Mstep: Class 11 contains 136185 members 
Mstep: Class 12 contains 53932 members 
Mstep: Class 14 contains 161938 members 
Mstep: Class 15 contains 167268 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 83349 members 
Mstep: Class 20 contains 161280 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 146766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960072.000000 Penalty: 36575.996094
Iteration 500F: 17 clusters Score -1.279601e+08 nChanged 12
Maximum iterations exceeded
--- Evaluating fit on full set of 3860486 points ---
Entering Unmasked Estep 
Score: -375954464.000000 Penalty: 39432.390625
24->17 Clusters: Score -375954464.000000, best is -377398944.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1286828 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 53383 members 
Mstep: Class 3 contains 53600 members 
Mstep: Class 4 contains 53855 members 
Mstep: Class 5 contains 53247 members 
Mstep: Class 6 contains 53798 members 
Mstep: Class 7 contains 53545 members 
Mstep: Class 8 contains 53352 members 
Mstep: Class 9 contains 53448 members 
Mstep: Class 10 contains 54131 members 
Mstep: Class 11 contains 53550 members 
Mstep: Class 12 contains 53531 members 
Mstep: Class 13 contains 53412 members 
Mstep: Class 14 contains 53690 members 
Mstep: Class 15 contains 53816 members 
Mstep: Class 16 contains 53606 members 
Mstep: Class 17 contains 53594 members 
Mstep: Class 18 contains 53429 members 
Mstep: Class 19 contains 53475 members 
Mstep: Class 20 contains 53507 members 
Mstep: Class 21 contains 53652 members 
Mstep: Class 22 contains 53948 members 
Mstep: Class 23 contains 53590 members 
Mstep: Class 24 contains 53591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 861.977051 but Gain 2286.000000
Score: -123354296.000000 Penalty: 52577.996094
Iteration 0F: 24 clusters Score -1.233543e+08 nChanged 1227587
Entering Unmasked Mstep 
Mstep: Class 0 contains 281 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 67440 members 
Mstep: Class 3 contains 37393 members 
Mstep: Class 4 contains 30600 members 
Mstep: Class 5 contains 39324 members 
Mstep: Class 6 contains 63711 members 
Mstep: Class 7 contains 32871 members 
Mstep: Class 8 contains 55419 members 
Mstep: Class 9 contains 63285 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 56895 members 
Mstep: Class 12 contains 37470 members 
Mstep: Class 13 contains 30250 members 
Mstep: Class 14 contains 106714 members 
Mstep: Class 15 contains 31737 members 
Mstep: Class 16 contains 29000 members 
Mstep: Class 17 contains 55705 members 
Mstep: Class 18 contains 52099 members 
Mstep: Class 19 contains 192200 members 
Mstep: Class 20 contains 29649 members 
Mstep: Class 21 contains 73124 members 
Mstep: Class 22 contains 46833 members 
Mstep: Class 23 contains 42939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126333560.000000 Penalty: 52577.996094
Iteration 1F: 24 clusters Score -1.263336e+08 nChanged 384565
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 62900 members 
Mstep: Class 3 contains 22836 members 
Mstep: Class 4 contains 20973 members 
Mstep: Class 5 contains 39368 members 
Mstep: Class 6 contains 64474 members 
Mstep: Class 7 contains 25294 members 
Mstep: Class 8 contains 40482 members 
Mstep: Class 9 contains 60456 members 
Mstep: Class 10 contains 65603 members 
Mstep: Class 11 contains 57268 members 
Mstep: Class 12 contains 28080 members 
Mstep: Class 13 contains 24088 members 
Mstep: Class 14 contains 141952 members 
Mstep: Class 15 contains 21987 members 
Mstep: Class 16 contains 25389 members 
Mstep: Class 17 contains 53174 members 
Mstep: Class 18 contains 44977 members 
Mstep: Class 19 contains 281718 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 73720 members 
Mstep: Class 22 contains 39049 members 
Mstep: Class 23 contains 35826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126702832.000000 Penalty: 52577.996094
Iteration 2F: 24 clusters Score -1.267028e+08 nChanged 298498
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 49230 members 
Mstep: Class 3 contains 14962 members 
Mstep: Class 4 contains 17231 members 
Mstep: Class 5 contains 44648 members 
Mstep: Class 6 contains 62181 members 
Mstep: Class 7 contains 19539 members 
Mstep: Class 8 contains 29180 members 
Mstep: Class 9 contains 52329 members 
Mstep: Class 10 contains 53472 members 
Mstep: Class 11 contains 52270 members 
Mstep: Class 12 contains 20982 members 
Mstep: Class 13 contains 23202 members 
Mstep: Class 14 contains 163435 members 
Mstep: Class 15 contains 17709 members 
Mstep: Class 16 contains 22262 members 
Mstep: Class 17 contains 48046 members 
Mstep: Class 18 contains 41198 members 
Mstep: Class 19 contains 391776 members 
Mstep: Class 20 contains 11841 members 
Mstep: Class 21 contains 65426 members 
Mstep: Class 22 contains 31361 members 
Mstep: Class 23 contains 25582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126946096.000000 Penalty: 52577.996094
Iteration 3F: 24 clusters Score -1.269461e+08 nChanged 267945
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 34278 members 
Mstep: Class 3 contains 10539 members 
Mstep: Class 4 contains 15782 members 
Mstep: Class 5 contains 54475 members 
Mstep: Class 6 contains 60083 members 
Mstep: Class 7 contains 14933 members 
Mstep: Class 8 contains 19692 members 
Mstep: Class 9 contains 44666 members 
Mstep: Class 10 contains 39822 members 
Mstep: Class 11 contains 50469 members 
Mstep: Class 12 contains 15218 members 
Mstep: Class 13 contains 23489 members 
Mstep: Class 14 contains 185021 members 
Mstep: Class 15 contains 13880 members 
Mstep: Class 16 contains 17597 members 
Mstep: Class 17 contains 42373 members 
Mstep: Class 18 contains 37273 members 
Mstep: Class 19 contains 485488 members 
Mstep: Class 20 contains 6386 members 
Mstep: Class 21 contains 52870 members 
Mstep: Class 22 contains 25067 members 
Mstep: Class 23 contains 17111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126993472.000000 Penalty: 52577.996094
Iteration 4F: 24 clusters Score -1.269935e+08 nChanged 213684
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 24627 members 
Mstep: Class 3 contains 8495 members 
Mstep: Class 4 contains 16703 members 
Mstep: Class 5 contains 69666 members 
Mstep: Class 6 contains 61868 members 
Mstep: Class 7 contains 13444 members 
Mstep: Class 8 contains 14925 members 
Mstep: Class 9 contains 43278 members 
Mstep: Class 10 contains 32256 members 
Mstep: Class 11 contains 57374 members 
Mstep: Class 12 contains 11510 members 
Mstep: Class 13 contains 23970 members 
Mstep: Class 14 contains 216671 members 
Mstep: Class 15 contains 12053 members 
Mstep: Class 16 contains 14914 members 
Mstep: Class 17 contains 39316 members 
Mstep: Class 18 contains 37563 members 
Mstep: Class 19 contains 490335 members 
Mstep: Class 20 contains 3779 members 
Mstep: Class 21 contains 44477 members 
Mstep: Class 22 contains 22300 members 
Mstep: Class 23 contains 12281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2281.386230 but Gain 2286.000000
Score: -127098304.000000 Penalty: 50291.996094
Iteration 5F: 23 clusters Score -1.270983e+08 nChanged 169444
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 18959 members 
Mstep: Class 3 contains 7208 members 
Mstep: Class 4 contains 17659 members 
Mstep: Class 5 contains 88384 members 
Mstep: Class 6 contains 65403 members 
Mstep: Class 7 contains 12837 members 
Mstep: Class 8 contains 12547 members 
Mstep: Class 9 contains 45280 members 
Mstep: Class 10 contains 27501 members 
Mstep: Class 11 contains 69223 members 
Mstep: Class 12 contains 9903 members 
Mstep: Class 13 contains 25910 members 
Mstep: Class 14 contains 243191 members 
Mstep: Class 15 contains 11396 members 
Mstep: Class 16 contains 13086 members 
Mstep: Class 17 contains 36730 members 
Mstep: Class 18 contains 39889 members 
Mstep: Class 19 contains 462302 members 
Mstep: Class 21 contains 37980 members 
Mstep: Class 22 contains 20438 members 
Mstep: Class 23 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127217176.000000 Penalty: 50291.996094
Iteration 6F: 23 clusters Score -1.272172e+08 nChanged 140896
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 15293 members 
Mstep: Class 3 contains 6343 members 
Mstep: Class 4 contains 17915 members 
Mstep: Class 5 contains 107390 members 
Mstep: Class 6 contains 67929 members 
Mstep: Class 7 contains 12146 members 
Mstep: Class 8 contains 10547 members 
Mstep: Class 9 contains 47961 members 
Mstep: Class 10 contains 24056 members 
Mstep: Class 11 contains 84185 members 
Mstep: Class 12 contains 8854 members 
Mstep: Class 13 contains 28327 members 
Mstep: Class 14 contains 262358 members 
Mstep: Class 15 contains 11006 members 
Mstep: Class 16 contains 11735 members 
Mstep: Class 17 contains 33901 members 
Mstep: Class 18 contains 42603 members 
Mstep: Class 19 contains 427371 members 
Mstep: Class 21 contains 31740 members 
Mstep: Class 22 contains 18780 members 
Mstep: Class 23 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127302872.000000 Penalty: 50291.996094
Iteration 7F: 23 clusters Score -1.273029e+08 nChanged 124679
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 12847 members 
Mstep: Class 3 contains 6031 members 
Mstep: Class 4 contains 17586 members 
Mstep: Class 5 contains 125493 members 
Mstep: Class 6 contains 69172 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 8821 members 
Mstep: Class 9 contains 51859 members 
Mstep: Class 10 contains 21574 members 
Mstep: Class 11 contains 102957 members 
Mstep: Class 12 contains 8150 members 
Mstep: Class 13 contains 31220 members 
Mstep: Class 14 contains 272279 members 
Mstep: Class 15 contains 10844 members 
Mstep: Class 16 contains 10836 members 
Mstep: Class 17 contains 32065 members 
Mstep: Class 18 contains 45631 members 
Mstep: Class 19 contains 390960 members 
Mstep: Class 21 contains 26515 members 
Mstep: Class 22 contains 17501 members 
Mstep: Class 23 contains 5998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127423896.000000 Penalty: 50291.996094
Iteration 8F: 23 clusters Score -1.274239e+08 nChanged 104609
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 11135 members 
Mstep: Class 3 contains 6026 members 
Mstep: Class 4 contains 16466 members 
Mstep: Class 5 contains 140418 members 
Mstep: Class 6 contains 67105 members 
Mstep: Class 7 contains 10301 members 
Mstep: Class 8 contains 7200 members 
Mstep: Class 9 contains 55822 members 
Mstep: Class 10 contains 19292 members 
Mstep: Class 11 contains 124174 members 
Mstep: Class 12 contains 7251 members 
Mstep: Class 13 contains 33048 members 
Mstep: Class 14 contains 271149 members 
Mstep: Class 15 contains 10714 members 
Mstep: Class 16 contains 10250 members 
Mstep: Class 17 contains 31030 members 
Mstep: Class 18 contains 47716 members 
Mstep: Class 19 contains 369691 members 
Mstep: Class 21 contains 21365 members 
Mstep: Class 22 contains 16134 members 
Mstep: Class 23 contains 5090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127512776.000000 Penalty: 50291.996094
Iteration 9F: 23 clusters Score -1.275128e+08 nChanged 92709
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 10265 members 
Mstep: Class 3 contains 6045 members 
Mstep: Class 4 contains 15058 members 
Mstep: Class 5 contains 152980 members 
Mstep: Class 6 contains 62062 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 5915 members 
Mstep: Class 9 contains 59955 members 
Mstep: Class 10 contains 17532 members 
Mstep: Class 11 contains 148360 members 
Mstep: Class 12 contains 6410 members 
Mstep: Class 13 contains 34701 members 
Mstep: Class 14 contains 263953 members 
Mstep: Class 15 contains 10778 members 
Mstep: Class 16 contains 9892 members 
Mstep: Class 17 contains 30991 members 
Mstep: Class 18 contains 49401 members 
Mstep: Class 19 contains 352632 members 
Mstep: Class 21 contains 17043 members 
Mstep: Class 22 contains 14853 members 
Mstep: Class 23 contains 4480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127582456.000000 Penalty: 50291.996094
Iteration 10F: 23 clusters Score -1.275825e+08 nChanged 82551
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 9993 members 
Mstep: Class 3 contains 6038 members 
Mstep: Class 4 contains 13578 members 
Mstep: Class 5 contains 162325 members 
Mstep: Class 6 contains 55375 members 
Mstep: Class 7 contains 8696 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 64094 members 
Mstep: Class 10 contains 16028 members 
Mstep: Class 11 contains 174394 members 
Mstep: Class 12 contains 5715 members 
Mstep: Class 13 contains 36423 members 
Mstep: Class 14 contains 253729 members 
Mstep: Class 15 contains 10993 members 
Mstep: Class 16 contains 9645 members 
Mstep: Class 17 contains 32110 members 
Mstep: Class 18 contains 50772 members 
Mstep: Class 19 contains 337065 members 
Mstep: Class 21 contains 13701 members 
Mstep: Class 22 contains 13938 members 
Mstep: Class 23 contains 4059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127641032.000000 Penalty: 50291.996094
Iteration 11F: 23 clusters Score -1.27641e+08 nChanged 75858
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 10076 members 
Mstep: Class 3 contains 5985 members 
Mstep: Class 4 contains 12219 members 
Mstep: Class 5 contains 166887 members 
Mstep: Class 6 contains 48241 members 
Mstep: Class 7 contains 8186 members 
Mstep: Class 8 contains 4363 members 
Mstep: Class 9 contains 67827 members 
Mstep: Class 10 contains 14571 members 
Mstep: Class 11 contains 202086 members 
Mstep: Class 12 contains 5216 members 
Mstep: Class 13 contains 38124 members 
Mstep: Class 14 contains 242488 members 
Mstep: Class 15 contains 11238 members 
Mstep: Class 16 contains 9460 members 
Mstep: Class 17 contains 33646 members 
Mstep: Class 18 contains 51988 members 
Mstep: Class 19 contains 323628 members 
Mstep: Class 21 contains 11142 members 
Mstep: Class 22 contains 13265 members 
Mstep: Class 23 contains 3772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2171.884766 but Gain 2286.000000
Score: -127680128.000000 Penalty: 48005.996094
Iteration 12F: 22 clusters Score -1.276801e+08 nChanged 66433
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 10616 members 
Mstep: Class 3 contains 5931 members 
Mstep: Class 4 contains 11146 members 
Mstep: Class 5 contains 167664 members 
Mstep: Class 6 contains 42658 members 
Mstep: Class 7 contains 7870 members 
Mstep: Class 8 contains 3938 members 
Mstep: Class 9 contains 71490 members 
Mstep: Class 10 contains 13238 members 
Mstep: Class 11 contains 224303 members 
Mstep: Class 12 contains 4789 members 
Mstep: Class 13 contains 39956 members 
Mstep: Class 14 contains 236026 members 
Mstep: Class 15 contains 11498 members 
Mstep: Class 16 contains 9395 members 
Mstep: Class 17 contains 35475 members 
Mstep: Class 18 contains 53205 members 
Mstep: Class 19 contains 311943 members 
Mstep: Class 21 contains 9169 members 
Mstep: Class 22 contains 12942 members 
Mstep: Class 23 contains 3554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127701200.000000 Penalty: 48005.996094
Iteration 13F: 22 clusters Score -1.277012e+08 nChanged 52910
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 11533 members 
Mstep: Class 3 contains 5854 members 
Mstep: Class 4 contains 10345 members 
Mstep: Class 5 contains 167506 members 
Mstep: Class 6 contains 39060 members 
Mstep: Class 7 contains 7787 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 74534 members 
Mstep: Class 10 contains 12274 members 
Mstep: Class 11 contains 239638 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 13 contains 41889 members 
Mstep: Class 14 contains 231871 members 
Mstep: Class 15 contains 11621 members 
Mstep: Class 16 contains 9422 members 
Mstep: Class 17 contains 37467 members 
Mstep: Class 18 contains 54443 members 
Mstep: Class 19 contains 299454 members 
Mstep: Class 21 contains 7837 members 
Mstep: Class 22 contains 12889 members 
Mstep: Class 23 contains 3348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127711368.000000 Penalty: 48005.996094
Iteration 14Q: 22 clusters Score -1.277114e+08 nChanged 44591
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 12713 members 
Mstep: Class 3 contains 5776 members 
Mstep: Class 4 contains 9648 members 
Mstep: Class 5 contains 167451 members 
Mstep: Class 6 contains 36743 members 
Mstep: Class 7 contains 7804 members 
Mstep: Class 8 contains 3262 members 
Mstep: Class 9 contains 77584 members 
Mstep: Class 10 contains 11452 members 
Mstep: Class 11 contains 248694 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 44095 members 
Mstep: Class 14 contains 229006 members 
Mstep: Class 15 contains 11788 members 
Mstep: Class 16 contains 9501 members 
Mstep: Class 17 contains 39757 members 
Mstep: Class 18 contains 55478 members 
Mstep: Class 19 contains 288871 members 
Mstep: Class 21 contains 6839 members 
Mstep: Class 22 contains 12969 members 
Mstep: Class 23 contains 3190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127720744.000000 Penalty: 48005.996094
Iteration 15Q: 22 clusters Score -1.277207e+08 nChanged 38821
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 14019 members 
Mstep: Class 3 contains 5691 members 
Mstep: Class 4 contains 8973 members 
Mstep: Class 5 contains 167338 members 
Mstep: Class 6 contains 34965 members 
Mstep: Class 7 contains 7889 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 80851 members 
Mstep: Class 10 contains 10684 members 
Mstep: Class 11 contains 252915 members 
Mstep: Class 12 contains 3961 members 
Mstep: Class 13 contains 46260 members 
Mstep: Class 14 contains 226103 members 
Mstep: Class 15 contains 11919 members 
Mstep: Class 16 contains 9589 members 
Mstep: Class 17 contains 42151 members 
Mstep: Class 18 contains 56447 members 
Mstep: Class 19 contains 281872 members 
Mstep: Class 21 contains 6100 members 
Mstep: Class 22 contains 13025 members 
Mstep: Class 23 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127725792.000000 Penalty: 48005.996094
Iteration 16Q: 22 clusters Score -1.277258e+08 nChanged 33812
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 15368 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 8511 members 
Mstep: Class 5 contains 167451 members 
Mstep: Class 6 contains 33845 members 
Mstep: Class 7 contains 8097 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 9 contains 84229 members 
Mstep: Class 10 contains 10115 members 
Mstep: Class 11 contains 254604 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 48537 members 
Mstep: Class 14 contains 224490 members 
Mstep: Class 15 contains 11974 members 
Mstep: Class 16 contains 9714 members 
Mstep: Class 17 contains 44653 members 
Mstep: Class 18 contains 57376 members 
Mstep: Class 19 contains 274025 members 
Mstep: Class 21 contains 5563 members 
Mstep: Class 22 contains 13241 members 
Mstep: Class 23 contains 2981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127732024.000000 Penalty: 48005.996094
Iteration 17Q: 22 clusters Score -1.27732e+08 nChanged 29581
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 16810 members 
Mstep: Class 3 contains 5376 members 
Mstep: Class 4 contains 8129 members 
Mstep: Class 5 contains 167699 members 
Mstep: Class 6 contains 33257 members 
Mstep: Class 7 contains 8334 members 
Mstep: Class 8 contains 2502 members 
Mstep: Class 9 contains 87663 members 
Mstep: Class 10 contains 9684 members 
Mstep: Class 11 contains 254792 members 
Mstep: Class 12 contains 3620 members 
Mstep: Class 13 contains 50872 members 
Mstep: Class 14 contains 223772 members 
Mstep: Class 15 contains 12014 members 
Mstep: Class 16 contains 9930 members 
Mstep: Class 17 contains 47133 members 
Mstep: Class 18 contains 58193 members 
Mstep: Class 19 contains 265372 members 
Mstep: Class 21 contains 5166 members 
Mstep: Class 22 contains 13585 members 
Mstep: Class 23 contains 2903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127739088.000000 Penalty: 48005.996094
Iteration 18Q: 22 clusters Score -1.277391e+08 nChanged 26670
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 18186 members 
Mstep: Class 3 contains 5135 members 
Mstep: Class 4 contains 7789 members 
Mstep: Class 5 contains 167804 members 
Mstep: Class 6 contains 32958 members 
Mstep: Class 7 contains 8503 members 
Mstep: Class 8 contains 2309 members 
Mstep: Class 9 contains 91053 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 254160 members 
Mstep: Class 12 contains 3430 members 
Mstep: Class 13 contains 53311 members 
Mstep: Class 14 contains 223355 members 
Mstep: Class 15 contains 12006 members 
Mstep: Class 16 contains 10236 members 
Mstep: Class 17 contains 49454 members 
Mstep: Class 18 contains 58789 members 
Mstep: Class 19 contains 257188 members 
Mstep: Class 21 contains 4881 members 
Mstep: Class 22 contains 14093 members 
Mstep: Class 23 contains 2875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127746456.000000 Penalty: 48005.996094
Iteration 19Q: 22 clusters Score -1.277465e+08 nChanged 24909
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 19500 members 
Mstep: Class 3 contains 4825 members 
Mstep: Class 4 contains 7458 members 
Mstep: Class 5 contains 167787 members 
Mstep: Class 6 contains 32838 members 
Mstep: Class 7 contains 8668 members 
Mstep: Class 8 contains 2116 members 
Mstep: Class 9 contains 94306 members 
Mstep: Class 10 contains 8933 members 
Mstep: Class 11 contains 252952 members 
Mstep: Class 12 contains 3223 members 
Mstep: Class 13 contains 55793 members 
Mstep: Class 14 contains 223159 members 
Mstep: Class 15 contains 12024 members 
Mstep: Class 16 contains 10625 members 
Mstep: Class 17 contains 51741 members 
Mstep: Class 18 contains 59271 members 
Mstep: Class 19 contains 249381 members 
Mstep: Class 21 contains 4639 members 
Mstep: Class 22 contains 14700 members 
Mstep: Class 23 contains 2867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127754640.000000 Penalty: 48005.996094
Iteration 20F: 22 clusters Score -1.277546e+08 nChanged 23301
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 20702 members 
Mstep: Class 3 contains 4443 members 
Mstep: Class 4 contains 7131 members 
Mstep: Class 5 contains 167530 members 
Mstep: Class 6 contains 32795 members 
Mstep: Class 7 contains 8796 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 97426 members 
Mstep: Class 10 contains 8647 members 
Mstep: Class 11 contains 251293 members 
Mstep: Class 12 contains 3022 members 
Mstep: Class 13 contains 58432 members 
Mstep: Class 14 contains 222875 members 
Mstep: Class 15 contains 11960 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 53790 members 
Mstep: Class 18 contains 59599 members 
Mstep: Class 19 contains 242585 members 
Mstep: Class 21 contains 4427 members 
Mstep: Class 22 contains 15455 members 
Mstep: Class 23 contains 2844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127762848.000000 Penalty: 48005.996094
Iteration 21Q: 22 clusters Score -1.277628e+08 nChanged 21879
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 21813 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 6815 members 
Mstep: Class 5 contains 167051 members 
Mstep: Class 6 contains 32789 members 
Mstep: Class 7 contains 8857 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 100302 members 
Mstep: Class 10 contains 8334 members 
Mstep: Class 11 contains 249437 members 
Mstep: Class 12 contains 2831 members 
Mstep: Class 13 contains 61098 members 
Mstep: Class 14 contains 222491 members 
Mstep: Class 15 contains 11976 members 
Mstep: Class 16 contains 11657 members 
Mstep: Class 17 contains 55596 members 
Mstep: Class 18 contains 59808 members 
Mstep: Class 19 contains 236838 members 
Mstep: Class 21 contains 4228 members 
Mstep: Class 22 contains 16266 members 
Mstep: Class 23 contains 2808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769672.000000 Penalty: 48005.996094
Iteration 22Q: 22 clusters Score -1.277697e+08 nChanged 20885
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 22813 members 
Mstep: Class 3 contains 3549 members 
Mstep: Class 4 contains 6497 members 
Mstep: Class 5 contains 166375 members 
Mstep: Class 6 contains 32657 members 
Mstep: Class 7 contains 8889 members 
Mstep: Class 8 contains 1660 members 
Mstep: Class 9 contains 102912 members 
Mstep: Class 10 contains 8055 members 
Mstep: Class 11 contains 247512 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 13 contains 63951 members 
Mstep: Class 14 contains 221908 members 
Mstep: Class 15 contains 12009 members 
Mstep: Class 16 contains 12290 members 
Mstep: Class 17 contains 57177 members 
Mstep: Class 18 contains 59913 members 
Mstep: Class 19 contains 232041 members 
Mstep: Class 21 contains 4039 members 
Mstep: Class 22 contains 17153 members 
Mstep: Class 23 contains 2748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2230.728027 but Gain 2286.000000
Score: -127776056.000000 Penalty: 45719.996094
Iteration 23Q: 21 clusters Score -1.277761e+08 nChanged 21677
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 23771 members 
Mstep: Class 3 contains 3083 members 
Mstep: Class 4 contains 6161 members 
Mstep: Class 5 contains 165734 members 
Mstep: Class 6 contains 32660 members 
Mstep: Class 7 contains 8916 members 
Mstep: Class 9 contains 105256 members 
Mstep: Class 10 contains 7804 members 
Mstep: Class 11 contains 245966 members 
Mstep: Class 12 contains 2508 members 
Mstep: Class 13 contains 67314 members 
Mstep: Class 14 contains 221040 members 
Mstep: Class 15 contains 12066 members 
Mstep: Class 16 contains 12989 members 
Mstep: Class 17 contains 58633 members 
Mstep: Class 18 contains 60063 members 
Mstep: Class 19 contains 228237 members 
Mstep: Class 21 contains 3847 members 
Mstep: Class 22 contains 18076 members 
Mstep: Class 23 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783824.000000 Penalty: 45719.996094
Iteration 24Q: 21 clusters Score -1.277838e+08 nChanged 19363
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 24619 members 
Mstep: Class 3 contains 2665 members 
Mstep: Class 4 contains 5844 members 
Mstep: Class 5 contains 164705 members 
Mstep: Class 6 contains 32557 members 
Mstep: Class 7 contains 8917 members 
Mstep: Class 9 contains 107326 members 
Mstep: Class 10 contains 7597 members 
Mstep: Class 11 contains 244124 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 70494 members 
Mstep: Class 14 contains 220005 members 
Mstep: Class 15 contains 12084 members 
Mstep: Class 16 contains 13684 members 
Mstep: Class 17 contains 59834 members 
Mstep: Class 18 contains 60011 members 
Mstep: Class 19 contains 224710 members 
Mstep: Class 21 contains 3647 members 
Mstep: Class 22 contains 19024 members 
Mstep: Class 23 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789488.000000 Penalty: 45719.996094
Iteration 25Q: 21 clusters Score -1.277895e+08 nChanged 18891
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 25355 members 
Mstep: Class 3 contains 2353 members 
Mstep: Class 4 contains 5570 members 
Mstep: Class 5 contains 163545 members 
Mstep: Class 6 contains 32408 members 
Mstep: Class 7 contains 8856 members 
Mstep: Class 9 contains 109312 members 
Mstep: Class 10 contains 7403 members 
Mstep: Class 11 contains 242338 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 73812 members 
Mstep: Class 14 contains 218830 members 
Mstep: Class 15 contains 12101 members 
Mstep: Class 16 contains 14305 members 
Mstep: Class 17 contains 60892 members 
Mstep: Class 18 contains 59883 members 
Mstep: Class 19 contains 221676 members 
Mstep: Class 21 contains 3460 members 
Mstep: Class 22 contains 20001 members 
Mstep: Class 23 contains 2472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793680.000000 Penalty: 45719.996094
Iteration 26Q: 21 clusters Score -1.277937e+08 nChanged 18375
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 26005 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 5338 members 
Mstep: Class 5 contains 162314 members 
Mstep: Class 6 contains 32120 members 
Mstep: Class 7 contains 8760 members 
Mstep: Class 9 contains 111196 members 
Mstep: Class 10 contains 7175 members 
Mstep: Class 11 contains 240714 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 77140 members 
Mstep: Class 14 contains 217404 members 
Mstep: Class 15 contains 12151 members 
Mstep: Class 16 contains 14850 members 
Mstep: Class 17 contains 61771 members 
Mstep: Class 18 contains 59748 members 
Mstep: Class 19 contains 219105 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 21122 members 
Mstep: Class 23 contains 2371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798152.000000 Penalty: 45719.996094
Iteration 27Q: 21 clusters Score -1.277982e+08 nChanged 17828
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 26488 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 5110 members 
Mstep: Class 5 contains 161068 members 
Mstep: Class 6 contains 31772 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 9 contains 112962 members 
Mstep: Class 10 contains 6960 members 
Mstep: Class 11 contains 239145 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 80582 members 
Mstep: Class 14 contains 215776 members 
Mstep: Class 15 contains 12197 members 
Mstep: Class 16 contains 15290 members 
Mstep: Class 17 contains 62477 members 
Mstep: Class 18 contains 59680 members 
Mstep: Class 19 contains 217093 members 
Mstep: Class 21 contains 3066 members 
Mstep: Class 22 contains 22220 members 
Mstep: Class 23 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127802216.000000 Penalty: 45719.996094
Iteration 28Q: 21 clusters Score -1.278022e+08 nChanged 17469
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 26856 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 4870 members 
Mstep: Class 5 contains 159899 members 
Mstep: Class 6 contains 31351 members 
Mstep: Class 7 contains 8511 members 
Mstep: Class 9 contains 114623 members 
Mstep: Class 10 contains 6697 members 
Mstep: Class 11 contains 237582 members 
Mstep: Class 12 contains 1830 members 
Mstep: Class 13 contains 83998 members 
Mstep: Class 14 contains 214122 members 
Mstep: Class 15 contains 12271 members 
Mstep: Class 16 contains 15659 members 
Mstep: Class 17 contains 62960 members 
Mstep: Class 18 contains 59678 members 
Mstep: Class 19 contains 215391 members 
Mstep: Class 21 contains 2893 members 
Mstep: Class 22 contains 23394 members 
Mstep: Class 23 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2281.222900 but Gain 2286.000000
Score: -127806280.000000 Penalty: 43433.996094
Iteration 29Q: 20 clusters Score -1.278063e+08 nChanged 18847
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 27195 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 158931 members 
Mstep: Class 6 contains 30854 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 9 contains 117337 members 
Mstep: Class 10 contains 6427 members 
Mstep: Class 11 contains 236141 members 
Mstep: Class 13 contains 87485 members 
Mstep: Class 14 contains 212321 members 
Mstep: Class 15 contains 12330 members 
Mstep: Class 16 contains 16066 members 
Mstep: Class 17 contains 63489 members 
Mstep: Class 18 contains 59745 members 
Mstep: Class 19 contains 214004 members 
Mstep: Class 21 contains 2730 members 
Mstep: Class 22 contains 24629 members 
Mstep: Class 23 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127811648.000000 Penalty: 43433.996094
Iteration 30Q: 20 clusters Score -1.278116e+08 nChanged 16866
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 27424 members 
Mstep: Class 3 contains 2012 members 
Mstep: Class 4 contains 4385 members 
Mstep: Class 5 contains 157870 members 
Mstep: Class 6 contains 30255 members 
Mstep: Class 7 contains 8212 members 
Mstep: Class 9 contains 119019 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 234496 members 
Mstep: Class 13 contains 90894 members 
Mstep: Class 14 contains 210599 members 
Mstep: Class 15 contains 12427 members 
Mstep: Class 16 contains 16407 members 
Mstep: Class 17 contains 63780 members 
Mstep: Class 18 contains 59806 members 
Mstep: Class 19 contains 212600 members 
Mstep: Class 21 contains 2587 members 
Mstep: Class 22 contains 25846 members 
Mstep: Class 23 contains 2067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127815112.000000 Penalty: 43433.996094
Iteration 31Q: 20 clusters Score -1.278151e+08 nChanged 16260
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 27621 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 4187 members 
Mstep: Class 5 contains 156926 members 
Mstep: Class 6 contains 29595 members 
Mstep: Class 7 contains 8066 members 
Mstep: Class 9 contains 120612 members 
Mstep: Class 10 contains 5817 members 
Mstep: Class 11 contains 232892 members 
Mstep: Class 13 contains 94299 members 
Mstep: Class 14 contains 209029 members 
Mstep: Class 15 contains 12535 members 
Mstep: Class 16 contains 16757 members 
Mstep: Class 17 contains 63944 members 
Mstep: Class 18 contains 59895 members 
Mstep: Class 19 contains 211099 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 27100 members 
Mstep: Class 23 contains 1990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127817568.000000 Penalty: 43433.996094
Iteration 32Q: 20 clusters Score -1.278176e+08 nChanged 15717
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 27748 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 3990 members 
Mstep: Class 5 contains 156058 members 
Mstep: Class 6 contains 28932 members 
Mstep: Class 7 contains 7908 members 
Mstep: Class 9 contains 122046 members 
Mstep: Class 10 contains 5543 members 
Mstep: Class 11 contains 231394 members 
Mstep: Class 13 contains 97630 members 
Mstep: Class 14 contains 207539 members 
Mstep: Class 15 contains 12667 members 
Mstep: Class 16 contains 17107 members 
Mstep: Class 17 contains 63999 members 
Mstep: Class 18 contains 60080 members 
Mstep: Class 19 contains 209530 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 28398 members 
Mstep: Class 23 contains 1945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127820768.000000 Penalty: 43433.996094
Iteration 33Q: 20 clusters Score -1.278208e+08 nChanged 15090
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 27819 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 3806 members 
Mstep: Class 5 contains 155301 members 
Mstep: Class 6 contains 28328 members 
Mstep: Class 7 contains 7745 members 
Mstep: Class 9 contains 123339 members 
Mstep: Class 10 contains 5282 members 
Mstep: Class 11 contains 230002 members 
Mstep: Class 13 contains 100983 members 
Mstep: Class 14 contains 206187 members 
Mstep: Class 15 contains 12820 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 64000 members 
Mstep: Class 18 contains 60210 members 
Mstep: Class 19 contains 207885 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 29578 members 
Mstep: Class 23 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127823976.000000 Penalty: 43433.996094
Iteration 34Q: 20 clusters Score -1.27824e+08 nChanged 14607
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 27813 members 
Mstep: Class 3 contains 2008 members 
Mstep: Class 4 contains 3651 members 
Mstep: Class 5 contains 154588 members 
Mstep: Class 6 contains 27854 members 
Mstep: Class 7 contains 7557 members 
Mstep: Class 9 contains 124532 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 228579 members 
Mstep: Class 13 contains 104359 members 
Mstep: Class 14 contains 205014 members 
Mstep: Class 15 contains 12965 members 
Mstep: Class 16 contains 17803 members 
Mstep: Class 17 contains 63938 members 
Mstep: Class 18 contains 60310 members 
Mstep: Class 19 contains 206152 members 
Mstep: Class 21 contains 2080 members 
Mstep: Class 22 contains 30720 members 
Mstep: Class 23 contains 1864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127826600.000000 Penalty: 43433.996094
Iteration 35Q: 20 clusters Score -1.278266e+08 nChanged 14042
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 27749 members 
Mstep: Class 3 contains 2013 members 
Mstep: Class 4 contains 3514 members 
Mstep: Class 5 contains 153903 members 
Mstep: Class 6 contains 27443 members 
Mstep: Class 7 contains 7348 members 
Mstep: Class 9 contains 125612 members 
Mstep: Class 10 contains 4768 members 
Mstep: Class 11 contains 227290 members 
Mstep: Class 13 contains 107559 members 
Mstep: Class 14 contains 203898 members 
Mstep: Class 15 contains 13151 members 
Mstep: Class 16 contains 18167 members 
Mstep: Class 17 contains 63830 members 
Mstep: Class 18 contains 60332 members 
Mstep: Class 19 contains 204515 members 
Mstep: Class 21 contains 1979 members 
Mstep: Class 22 contains 31895 members 
Mstep: Class 23 contains 1841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127828600.000000 Penalty: 43433.996094
Iteration 36Q: 20 clusters Score -1.278286e+08 nChanged 13564
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 27644 members 
Mstep: Class 3 contains 2012 members 
Mstep: Class 4 contains 3375 members 
Mstep: Class 5 contains 153246 members 
Mstep: Class 6 contains 27056 members 
Mstep: Class 7 contains 7160 members 
Mstep: Class 9 contains 126582 members 
Mstep: Class 10 contains 4574 members 
Mstep: Class 11 contains 226100 members 
Mstep: Class 13 contains 110723 members 
Mstep: Class 14 contains 202961 members 
Mstep: Class 15 contains 13369 members 
Mstep: Class 16 contains 18476 members 
Mstep: Class 17 contains 63676 members 
Mstep: Class 18 contains 60337 members 
Mstep: Class 19 contains 202801 members 
Mstep: Class 21 contains 1875 members 
Mstep: Class 22 contains 33058 members 
Mstep: Class 23 contains 1782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127830696.000000 Penalty: 43433.996094
Iteration 37Q: 20 clusters Score -1.278307e+08 nChanged 12702
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 27522 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 152606 members 
Mstep: Class 6 contains 26670 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 9 contains 127442 members 
Mstep: Class 10 contains 4359 members 
Mstep: Class 11 contains 225028 members 
Mstep: Class 13 contains 113753 members 
Mstep: Class 14 contains 202237 members 
Mstep: Class 15 contains 13613 members 
Mstep: Class 16 contains 18754 members 
Mstep: Class 17 contains 63457 members 
Mstep: Class 18 contains 60368 members 
Mstep: Class 19 contains 201107 members 
Mstep: Class 21 contains 1793 members 
Mstep: Class 22 contains 34126 members 
Mstep: Class 23 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127832464.000000 Penalty: 43433.996094
Iteration 38Q: 20 clusters Score -1.278325e+08 nChanged 12090
Entering ConstructFrom: 
Score: -127832464.000000 Penalty: 43433.996094
Entering ConstructFrom: 
Trying to split cluster 2 (27336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Entering Unmasked Estep 
Score: -2810402.000000 Penalty: 1660.093384
	Iteration 0F: 2 clusters Score -2810402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2792171.750000 Penalty: 3320.186768
	Iteration 0F: 3 clusters Score -2792172 nChanged 12328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2799086.250000 Penalty: 3320.186768
	Iteration 1F: 3 clusters Score -2799086 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2799920.000000 Penalty: 3320.186768
	Iteration 2F: 3 clusters Score -2799920 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2800969.500000 Penalty: 3320.186768
	Iteration 3F: 3 clusters Score -2800970 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2802314.500000 Penalty: 3320.186768
	Iteration 4F: 3 clusters Score -2802314 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2804087.500000 Penalty: 3320.186768
	Iteration 5F: 3 clusters Score -2804088 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2806032.250000 Penalty: 3320.186768
	Iteration 6F: 3 clusters Score -2806032 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2807439.750000 Penalty: 3320.186768
	Iteration 7F: 3 clusters Score -2807440 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2807989.750000 Penalty: 3320.186768
	Iteration 8Q: 3 clusters Score -2807990 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2808162.250000 Penalty: 3320.186768
	Iteration 9Q: 3 clusters Score -2808162 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2808272.000000 Penalty: 3320.186768
	Iteration 10Q: 3 clusters Score -2808272 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2808376.750000 Penalty: 3320.186768
	Iteration 11Q: 3 clusters Score -2808377 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2808452.500000 Penalty: 3320.186768
	Iteration 12Q: 3 clusters Score -2808452 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2808516.500000 Penalty: 3320.186768
	Iteration 13Q: 3 clusters Score -2808516 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2808566.500000 Penalty: 3320.186768
	Iteration 14Q: 3 clusters Score -2808566 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2808615.500000 Penalty: 3320.186768
	Iteration 15Q: 3 clusters Score -2808616 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2808674.500000 Penalty: 3320.186768
	Iteration 16Q: 3 clusters Score -2808674 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -2808705.750000 Penalty: 3320.186768
	Iteration 17Q: 3 clusters Score -2808706 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2808747.500000 Penalty: 3320.186768
	Iteration 18Q: 3 clusters Score -2808748 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2808781.500000 Penalty: 3320.186768
	Iteration 19Q: 3 clusters Score -2808782 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2808820.750000 Penalty: 3320.186768
	Iteration 20F: 3 clusters Score -2808821 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2808862.500000 Penalty: 3320.186768
	Iteration 21Q: 3 clusters Score -2808862 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2808912.500000 Penalty: 3320.186768
	Iteration 22Q: 3 clusters Score -2808912 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2808956.500000 Penalty: 3320.186768
	Iteration 23Q: 3 clusters Score -2808956 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2808980.000000 Penalty: 3320.186768
	Iteration 24Q: 3 clusters Score -2808980 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2809007.750000 Penalty: 3320.186768
	Iteration 25Q: 3 clusters Score -2809008 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2809028.250000 Penalty: 3320.186768
	Iteration 26Q: 3 clusters Score -2809028 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2809046.000000 Penalty: 3320.186768
	Iteration 27Q: 3 clusters Score -2809046 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2809066.750000 Penalty: 3320.186768
	Iteration 28Q: 3 clusters Score -2809067 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2809092.750000 Penalty: 3320.186768
	Iteration 29Q: 3 clusters Score -2809093 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2809114.750000 Penalty: 3320.186768
	Iteration 30Q: 3 clusters Score -2809115 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2809119.500000 Penalty: 3320.186768
	Iteration 31Q: 3 clusters Score -2809120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2809133.250000 Penalty: 3320.186768
	Iteration 32Q: 3 clusters Score -2809133 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2809137.000000 Penalty: 3320.186768
	Iteration 33Q: 3 clusters Score -2809137 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2809144.500000 Penalty: 3320.186768
	Iteration 34Q: 3 clusters Score -2809144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2809148.250000 Penalty: 3320.186768
	Iteration 35Q: 3 clusters Score -2809148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2809161.500000 Penalty: 3320.186768
	Iteration 36Q: 3 clusters Score -2809162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2809155.000000 Penalty: 3320.186768
	Iteration 37Q: 3 clusters Score -2809155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2809161.500000 Penalty: 3320.186768
	Iteration 38Q: 3 clusters Score -2809162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2809159.250000 Penalty: 3320.186768
	Iteration 39Q: 3 clusters Score -2809159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2809161.500000 Penalty: 3320.186768
	Iteration 40F: 3 clusters Score -2809162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2809163.500000 Penalty: 3320.186768
	Iteration 41Q: 3 clusters Score -2809164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2809174.000000 Penalty: 3320.186768
	Iteration 42Q: 3 clusters Score -2809174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2809169.250000 Penalty: 3320.186768
	Iteration 43Q: 3 clusters Score -2809169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2809177.250000 Penalty: 3320.186768
	Iteration 44Q: 3 clusters Score -2809177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2809178.500000 Penalty: 3320.186768
	Iteration 45Q: 3 clusters Score -2809178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2809175.000000 Penalty: 3320.186768
	Iteration 46Q: 3 clusters Score -2809175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2809176.250000 Penalty: 3320.186768
	Iteration 47Q: 3 clusters Score -2809176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2809172.000000 Penalty: 3320.186768
	Iteration 48Q: 3 clusters Score -2809172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2809182.500000 Penalty: 3320.186768
	Iteration 49Q: 3 clusters Score -2809182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2809181.500000 Penalty: 3320.186768
	Iteration 50Q: 3 clusters Score -2809182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2809180.750000 Penalty: 3320.186768
	Iteration 51Q: 3 clusters Score -2809181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2809182.500000 Penalty: 3320.186768
	Iteration 52Q: 3 clusters Score -2809182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2809182.500000 Penalty: 3320.186768
	Iteration 53Q: 3 clusters Score -2809182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2809182.500000 Penalty: 3320.186768
	Iteration 54Q: 3 clusters Score -2809182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2809182.500000 Penalty: 3320.186768
	Iteration 55F: 3 clusters Score -2809182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Entering Unmasked Estep 
Score: -178392.984375 Penalty: 1236.763550
	Iteration 0F: 2 clusters Score -178393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -176363.593750 Penalty: 2473.527100
	Iteration 0F: 3 clusters Score -176363.6 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -176931.343750 Penalty: 2473.527100
	Iteration 1F: 3 clusters Score -176931.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -177169.921875 Penalty: 2473.527100
	Iteration 2F: 3 clusters Score -177169.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -177408.296875 Penalty: 2473.527100
	Iteration 3F: 3 clusters Score -177408.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -177693.531250 Penalty: 2473.527100
	Iteration 4F: 3 clusters Score -177693.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -178082.953125 Penalty: 2473.527100
	Iteration 5F: 3 clusters Score -178083 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -178695.312500 Penalty: 2473.527100
	Iteration 6F: 3 clusters Score -178695.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -179007.281250 Penalty: 2473.527100
	Iteration 7F: 3 clusters Score -179007.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -179053.000000 Penalty: 2473.527100
	Iteration 8Q: 3 clusters Score -179053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -179067.812500 Penalty: 2473.527100
	Iteration 9Q: 3 clusters Score -179067.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -179074.921875 Penalty: 2473.527100
	Iteration 10Q: 3 clusters Score -179074.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -179078.062500 Penalty: 2473.527100
	Iteration 11Q: 3 clusters Score -179078.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -179080.062500 Penalty: 2473.527100
	Iteration 12Q: 3 clusters Score -179080.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -179083.093750 Penalty: 2473.527100
	Iteration 13Q: 3 clusters Score -179083.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -179085.156250 Penalty: 2473.527100
	Iteration 14Q: 3 clusters Score -179085.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -179086.218750 Penalty: 2473.527100
	Iteration 15Q: 3 clusters Score -179086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -179087.171875 Penalty: 2473.527100
	Iteration 16Q: 3 clusters Score -179087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -179088.296875 Penalty: 2473.527100
	Iteration 17Q: 3 clusters Score -179088.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -179089.125000 Penalty: 2473.527100
	Iteration 18Q: 3 clusters Score -179089.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -179089.984375 Penalty: 2473.527100
	Iteration 19Q: 3 clusters Score -179090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -179090.625000 Penalty: 2473.527100
	Iteration 20F: 3 clusters Score -179090.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -179091.140625 Penalty: 2473.527100
	Iteration 21Q: 3 clusters Score -179091.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -179091.140625 Penalty: 2473.527100
	Iteration 22F: 3 clusters Score -179091.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27336 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 4 contains 3115 members 
Mstep: Class 5 contains 151995 members 
Mstep: Class 6 contains 26311 members 
Mstep: Class 7 contains 6759 members 
Mstep: Class 9 contains 128220 members 
Mstep: Class 10 contains 4136 members 
Mstep: Class 11 contains 224033 members 
Mstep: Class 13 contains 116647 members 
Mstep: Class 14 contains 201720 members 
Mstep: Class 15 contains 13846 members 
Mstep: Class 16 contains 19029 members 
Mstep: Class 17 contains 63214 members 
Mstep: Class 18 contains 60343 members 
Mstep: Class 19 contains 199476 members 
Mstep: Class 21 contains 1700 members 
Mstep: Class 22 contains 35174 members 
Mstep: Class 23 contains 1733 members 
Entering Unmasked Estep 
Score: -127832840.000000 Penalty: 45719.996094
Splitting cluster 3 changes total score from -127832464.000000 to -127832840.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (3115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Entering Unmasked Estep 
Score: -331578.250000 Penalty: 1307.147461
	Iteration 0F: 2 clusters Score -331578.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -328757.687500 Penalty: 2614.294922
	Iteration 0F: 3 clusters Score -328757.7 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -329398.281250 Penalty: 2614.294922
	Iteration 1F: 3 clusters Score -329398.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -329560.062500 Penalty: 2614.294922
	Iteration 2F: 3 clusters Score -329560.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -329646.375000 Penalty: 2614.294922
	Iteration 3F: 3 clusters Score -329646.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -329703.156250 Penalty: 2614.294922
	Iteration 4Q: 3 clusters Score -329703.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -329736.625000 Penalty: 2614.294922
	Iteration 5Q: 3 clusters Score -329736.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -329755.031250 Penalty: 2614.294922
	Iteration 6Q: 3 clusters Score -329755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -329770.312500 Penalty: 2614.294922
	Iteration 7Q: 3 clusters Score -329770.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -329782.687500 Penalty: 2614.294922
	Iteration 8Q: 3 clusters Score -329782.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -329792.343750 Penalty: 2614.294922
	Iteration 9Q: 3 clusters Score -329792.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -329799.281250 Penalty: 2614.294922
	Iteration 10Q: 3 clusters Score -329799.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -329804.968750 Penalty: 2614.294922
	Iteration 11Q: 3 clusters Score -329805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -329809.187500 Penalty: 2614.294922
	Iteration 12Q: 3 clusters Score -329809.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -329813.875000 Penalty: 2614.294922
	Iteration 13Q: 3 clusters Score -329813.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -329819.187500 Penalty: 2614.294922
	Iteration 14Q: 3 clusters Score -329819.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -329824.750000 Penalty: 2614.294922
	Iteration 15Q: 3 clusters Score -329824.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -329833.406250 Penalty: 2614.294922
	Iteration 16Q: 3 clusters Score -329833.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -329842.750000 Penalty: 2614.294922
	Iteration 17Q: 3 clusters Score -329842.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -329852.500000 Penalty: 2614.294922
	Iteration 18Q: 3 clusters Score -329852.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -329860.781250 Penalty: 2614.294922
	Iteration 19Q: 3 clusters Score -329860.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -329868.875000 Penalty: 2614.294922
	Iteration 20F: 3 clusters Score -329868.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -329876.187500 Penalty: 2614.294922
	Iteration 21Q: 3 clusters Score -329876.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -329883.718750 Penalty: 2614.294922
	Iteration 22Q: 3 clusters Score -329883.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -329893.500000 Penalty: 2614.294922
	Iteration 23Q: 3 clusters Score -329893.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -329899.062500 Penalty: 2614.294922
	Iteration 24Q: 3 clusters Score -329899.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -329905.750000 Penalty: 2614.294922
	Iteration 25Q: 3 clusters Score -329905.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -329914.218750 Penalty: 2614.294922
	Iteration 26Q: 3 clusters Score -329914.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -329927.187500 Penalty: 2614.294922
	Iteration 27Q: 3 clusters Score -329927.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -329940.156250 Penalty: 2614.294922
	Iteration 28Q: 3 clusters Score -329940.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -329953.406250 Penalty: 2614.294922
	Iteration 29Q: 3 clusters Score -329953.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -329970.437500 Penalty: 2614.294922
	Iteration 30Q: 3 clusters Score -329970.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -329986.968750 Penalty: 2614.294922
	Iteration 31Q: 3 clusters Score -329987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -330002.843750 Penalty: 2614.294922
	Iteration 32Q: 3 clusters Score -330002.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -330018.125000 Penalty: 2614.294922
	Iteration 33Q: 3 clusters Score -330018.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -330035.968750 Penalty: 2614.294922
	Iteration 34Q: 3 clusters Score -330036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -330059.812500 Penalty: 2614.294922
	Iteration 35Q: 3 clusters Score -330059.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -330079.906250 Penalty: 2614.294922
	Iteration 36Q: 3 clusters Score -330079.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -330096.468750 Penalty: 2614.294922
	Iteration 37Q: 3 clusters Score -330096.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -330108.406250 Penalty: 2614.294922
	Iteration 38Q: 3 clusters Score -330108.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -330123.281250 Penalty: 2614.294922
	Iteration 39Q: 3 clusters Score -330123.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -330142.812500 Penalty: 2614.294922
	Iteration 40F: 3 clusters Score -330142.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -330160.593750 Penalty: 2614.294922
	Iteration 41Q: 3 clusters Score -330160.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -330177.906250 Penalty: 2614.294922
	Iteration 42Q: 3 clusters Score -330177.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -330195.156250 Penalty: 2614.294922
	Iteration 43Q: 3 clusters Score -330195.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -330214.718750 Penalty: 2614.294922
	Iteration 44Q: 3 clusters Score -330214.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -330241.812500 Penalty: 2614.294922
	Iteration 45Q: 3 clusters Score -330241.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -330274.093750 Penalty: 2614.294922
	Iteration 46Q: 3 clusters Score -330274.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -330298.312500 Penalty: 2614.294922
	Iteration 47Q: 3 clusters Score -330298.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -330316.000000 Penalty: 2614.294922
	Iteration 48Q: 3 clusters Score -330316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -330327.562500 Penalty: 2614.294922
	Iteration 49Q: 3 clusters Score -330327.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -330338.500000 Penalty: 2614.294922
	Iteration 50Q: 3 clusters Score -330338.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -330347.937500 Penalty: 2614.294922
	Iteration 51Q: 3 clusters Score -330347.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -330356.656250 Penalty: 2614.294922
	Iteration 52Q: 3 clusters Score -330356.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -330363.031250 Penalty: 2614.294922
	Iteration 53Q: 3 clusters Score -330363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -330368.343750 Penalty: 2614.294922
	Iteration 54Q: 3 clusters Score -330368.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -330373.906250 Penalty: 2614.294922
	Iteration 55Q: 3 clusters Score -330373.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -330377.281250 Penalty: 2614.294922
	Iteration 56Q: 3 clusters Score -330377.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -330379.343750 Penalty: 2614.294922
	Iteration 57Q: 3 clusters Score -330379.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -330381.468750 Penalty: 2614.294922
	Iteration 58Q: 3 clusters Score -330381.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -330384.718750 Penalty: 2614.294922
	Iteration 59Q: 3 clusters Score -330384.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -330386.375000 Penalty: 2614.294922
	Iteration 60F: 3 clusters Score -330386.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -330386.750000 Penalty: 2614.294922
	Iteration 61Q: 3 clusters Score -330386.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -330386.750000 Penalty: 2614.294922
	Iteration 62F: 3 clusters Score -330386.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (151995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151995 members 
Entering Unmasked Estep 
Score: -15436138.000000 Penalty: 1938.885376
	Iteration 0F: 2 clusters Score -1.543614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76081 members 
Mstep: Class 2 contains 75914 members 
Entering Unmasked Estep 
Score: -15335731.000000 Penalty: 3877.770752
	Iteration 0F: 3 clusters Score -1.533573e+07 nChanged 72944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76733 members 
Mstep: Class 2 contains 75262 members 
Entering Unmasked Estep 
Score: -15378685.000000 Penalty: 3877.770752
	Iteration 1F: 3 clusters Score -1.537868e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77163 members 
Mstep: Class 2 contains 74832 members 
Entering Unmasked Estep 
Score: -15379539.000000 Penalty: 3877.770752
	Iteration 2Q: 3 clusters Score -1.537954e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77917 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -15380476.000000 Penalty: 3877.770752
	Iteration 3Q: 3 clusters Score -1.538048e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79016 members 
Mstep: Class 2 contains 72979 members 
Entering Unmasked Estep 
Score: -15381800.000000 Penalty: 3877.770752
	Iteration 4Q: 3 clusters Score -1.53818e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80623 members 
Mstep: Class 2 contains 71372 members 
Entering Unmasked Estep 
Score: -15383021.000000 Penalty: 3877.770752
	Iteration 5Q: 3 clusters Score -1.538302e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82972 members 
Mstep: Class 2 contains 69023 members 
Entering Unmasked Estep 
Score: -15384726.000000 Penalty: 3877.770752
	Iteration 6Q: 3 clusters Score -1.538473e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86313 members 
Mstep: Class 2 contains 65682 members 
Entering Unmasked Estep 
Score: -15387266.000000 Penalty: 3877.770752
	Iteration 7Q: 3 clusters Score -1.538727e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90973 members 
Mstep: Class 2 contains 61022 members 
Entering Unmasked Estep 
Score: -15390527.000000 Penalty: 3877.770752
	Iteration 8Q: 3 clusters Score -1.539053e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97289 members 
Mstep: Class 2 contains 54706 members 
Entering Unmasked Estep 
Score: -15395192.000000 Penalty: 3877.770752
	Iteration 9F: 3 clusters Score -1.539519e+07 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104675 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -15400599.000000 Penalty: 3877.770752
	Iteration 10F: 3 clusters Score -1.54006e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112680 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -15406893.000000 Penalty: 3877.770752
	Iteration 11F: 3 clusters Score -1.540689e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120603 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -15412980.000000 Penalty: 3877.770752
	Iteration 12F: 3 clusters Score -1.541298e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127829 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -15418619.000000 Penalty: 3877.770752
	Iteration 13Q: 3 clusters Score -1.541862e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133957 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -15423213.000000 Penalty: 3877.770752
	Iteration 14Q: 3 clusters Score -1.542321e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139015 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -15426745.000000 Penalty: 3877.770752
	Iteration 15Q: 3 clusters Score -1.542674e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143013 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -15429532.000000 Penalty: 3877.770752
	Iteration 16Q: 3 clusters Score -1.542953e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145912 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -15431284.000000 Penalty: 3877.770752
	Iteration 17Q: 3 clusters Score -1.543128e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147919 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -15432441.000000 Penalty: 3877.770752
	Iteration 18Q: 3 clusters Score -1.543244e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149248 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -15433204.000000 Penalty: 3877.770752
	Iteration 19Q: 3 clusters Score -1.54332e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150064 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -15433714.000000 Penalty: 3877.770752
	Iteration 20F: 3 clusters Score -1.543371e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150541 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -15433997.000000 Penalty: 3877.770752
	Iteration 21Q: 3 clusters Score -1.5434e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150850 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -15434149.000000 Penalty: 3877.770752
	Iteration 22Q: 3 clusters Score -1.543415e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151051 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -15434253.000000 Penalty: 3877.770752
	Iteration 23Q: 3 clusters Score -1.543425e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151187 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -15434333.000000 Penalty: 3877.770752
	Iteration 24Q: 3 clusters Score -1.543433e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151274 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -15434380.000000 Penalty: 3877.770752
	Iteration 25Q: 3 clusters Score -1.543438e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151333 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -15434419.000000 Penalty: 3877.770752
	Iteration 26Q: 3 clusters Score -1.543442e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151370 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -15434444.000000 Penalty: 3877.770752
	Iteration 27Q: 3 clusters Score -1.543444e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151399 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -15434466.000000 Penalty: 3877.770752
	Iteration 28Q: 3 clusters Score -1.543447e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151418 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -15434492.000000 Penalty: 3877.770752
	Iteration 29Q: 3 clusters Score -1.543449e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151429 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -15434502.000000 Penalty: 3877.770752
	Iteration 30Q: 3 clusters Score -1.54345e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151442 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -15434501.000000 Penalty: 3877.770752
	Iteration 31Q: 3 clusters Score -1.54345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151446 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -15434497.000000 Penalty: 3877.770752
	Iteration 32Q: 3 clusters Score -1.54345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151450 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -15434500.000000 Penalty: 3877.770752
	Iteration 33Q: 3 clusters Score -1.54345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151450 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -15434498.000000 Penalty: 3877.770752
	Iteration 34Q: 3 clusters Score -1.54345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151451 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -15434499.000000 Penalty: 3877.770752
	Iteration 35Q: 3 clusters Score -1.54345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151451 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -15434499.000000 Penalty: 3877.770752
	Iteration 36F: 3 clusters Score -1.54345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Entering Unmasked Estep 
Score: -2765281.500000 Penalty: 1653.883057
	Iteration 0F: 2 clusters Score -2765282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2747334.000000 Penalty: 3307.766113
	Iteration 0F: 3 clusters Score -2747334 nChanged 12175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2754099.500000 Penalty: 3307.766113
	Iteration 1F: 3 clusters Score -2754100 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2754511.500000 Penalty: 3307.766113
	Iteration 2Q: 3 clusters Score -2754512 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2754979.750000 Penalty: 3307.766113
	Iteration 3Q: 3 clusters Score -2754980 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2755541.750000 Penalty: 3307.766113
	Iteration 4Q: 3 clusters Score -2755542 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2756294.000000 Penalty: 3307.766113
	Iteration 5F: 3 clusters Score -2756294 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2757293.250000 Penalty: 3307.766113
	Iteration 6F: 3 clusters Score -2757293 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2758575.000000 Penalty: 3307.766113
	Iteration 7F: 3 clusters Score -2758575 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2759932.750000 Penalty: 3307.766113
	Iteration 8F: 3 clusters Score -2759933 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2761161.000000 Penalty: 3307.766113
	Iteration 9F: 3 clusters Score -2761161 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2762096.750000 Penalty: 3307.766113
	Iteration 10Q: 3 clusters Score -2762097 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2762664.500000 Penalty: 3307.766113
	Iteration 11Q: 3 clusters Score -2762664 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2763064.750000 Penalty: 3307.766113
	Iteration 12Q: 3 clusters Score -2763065 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2763305.750000 Penalty: 3307.766113
	Iteration 13Q: 3 clusters Score -2763306 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2763442.000000 Penalty: 3307.766113
	Iteration 14Q: 3 clusters Score -2763442 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2763568.250000 Penalty: 3307.766113
	Iteration 15Q: 3 clusters Score -2763568 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2763655.250000 Penalty: 3307.766113
	Iteration 16Q: 3 clusters Score -2763655 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2763703.500000 Penalty: 3307.766113
	Iteration 17Q: 3 clusters Score -2763704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2763721.500000 Penalty: 3307.766113
	Iteration 18Q: 3 clusters Score -2763722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2763736.000000 Penalty: 3307.766113
	Iteration 19Q: 3 clusters Score -2763736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2763750.250000 Penalty: 3307.766113
	Iteration 20F: 3 clusters Score -2763750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2763769.500000 Penalty: 3307.766113
	Iteration 21Q: 3 clusters Score -2763770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2763781.250000 Penalty: 3307.766113
	Iteration 22Q: 3 clusters Score -2763781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2763791.750000 Penalty: 3307.766113
	Iteration 23Q: 3 clusters Score -2763792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2763800.250000 Penalty: 3307.766113
	Iteration 24Q: 3 clusters Score -2763800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2763804.000000 Penalty: 3307.766113
	Iteration 25Q: 3 clusters Score -2763804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2763808.250000 Penalty: 3307.766113
	Iteration 26Q: 3 clusters Score -2763808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2763811.250000 Penalty: 3307.766113
	Iteration 27Q: 3 clusters Score -2763811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2763814.000000 Penalty: 3307.766113
	Iteration 28Q: 3 clusters Score -2763814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2763815.750000 Penalty: 3307.766113
	Iteration 29Q: 3 clusters Score -2763816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2763820.000000 Penalty: 3307.766113
	Iteration 30Q: 3 clusters Score -2763820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2763820.750000 Penalty: 3307.766113
	Iteration 31Q: 3 clusters Score -2763821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2763820.750000 Penalty: 3307.766113
	Iteration 32F: 3 clusters Score -2763821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Entering Unmasked Estep 
Score: -707559.125000 Penalty: 1433.027466
	Iteration 0F: 2 clusters Score -707559.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -702472.875000 Penalty: 2866.054932
	Iteration 0F: 3 clusters Score -702472.9 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -703935.875000 Penalty: 2866.054932
	Iteration 1F: 3 clusters Score -703935.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -704089.562500 Penalty: 2866.054932
	Iteration 2F: 3 clusters Score -704089.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -704199.437500 Penalty: 2866.054932
	Iteration 3Q: 3 clusters Score -704199.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -704275.875000 Penalty: 2866.054932
	Iteration 4Q: 3 clusters Score -704275.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -704334.000000 Penalty: 2866.054932
	Iteration 5Q: 3 clusters Score -704334 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -704379.125000 Penalty: 2866.054932
	Iteration 6Q: 3 clusters Score -704379.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -704412.000000 Penalty: 2866.054932
	Iteration 7Q: 3 clusters Score -704412 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -704436.500000 Penalty: 2866.054932
	Iteration 8Q: 3 clusters Score -704436.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -704464.500000 Penalty: 2866.054932
	Iteration 9Q: 3 clusters Score -704464.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -704483.687500 Penalty: 2866.054932
	Iteration 10Q: 3 clusters Score -704483.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -704499.687500 Penalty: 2866.054932
	Iteration 11Q: 3 clusters Score -704499.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -704510.062500 Penalty: 2866.054932
	Iteration 12Q: 3 clusters Score -704510.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -704519.437500 Penalty: 2866.054932
	Iteration 13Q: 3 clusters Score -704519.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -704528.875000 Penalty: 2866.054932
	Iteration 14Q: 3 clusters Score -704528.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -704538.187500 Penalty: 2866.054932
	Iteration 15Q: 3 clusters Score -704538.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -704546.687500 Penalty: 2866.054932
	Iteration 16Q: 3 clusters Score -704546.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -704558.562500 Penalty: 2866.054932
	Iteration 17Q: 3 clusters Score -704558.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -704572.437500 Penalty: 2866.054932
	Iteration 18Q: 3 clusters Score -704572.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -704584.750000 Penalty: 2866.054932
	Iteration 19Q: 3 clusters Score -704584.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -704592.375000 Penalty: 2866.054932
	Iteration 20F: 3 clusters Score -704592.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -704602.812500 Penalty: 2866.054932
	Iteration 21Q: 3 clusters Score -704602.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -704614.875000 Penalty: 2866.054932
	Iteration 22Q: 3 clusters Score -704614.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -704625.312500 Penalty: 2866.054932
	Iteration 23Q: 3 clusters Score -704625.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -704638.312500 Penalty: 2866.054932
	Iteration 24Q: 3 clusters Score -704638.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -704648.812500 Penalty: 2866.054932
	Iteration 25Q: 3 clusters Score -704648.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -704660.875000 Penalty: 2866.054932
	Iteration 26Q: 3 clusters Score -704660.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -704679.500000 Penalty: 2866.054932
	Iteration 27Q: 3 clusters Score -704679.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -704697.375000 Penalty: 2866.054932
	Iteration 28Q: 3 clusters Score -704697.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -704718.562500 Penalty: 2866.054932
	Iteration 29Q: 3 clusters Score -704718.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -704747.125000 Penalty: 2866.054932
	Iteration 30Q: 3 clusters Score -704747.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -704776.875000 Penalty: 2866.054932
	Iteration 31Q: 3 clusters Score -704776.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -704811.812500 Penalty: 2866.054932
	Iteration 32Q: 3 clusters Score -704811.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -704855.500000 Penalty: 2866.054932
	Iteration 33Q: 3 clusters Score -704855.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -704907.937500 Penalty: 2866.054932
	Iteration 34Q: 3 clusters Score -704907.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -704976.500000 Penalty: 2866.054932
	Iteration 35Q: 3 clusters Score -704976.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -705062.375000 Penalty: 2866.054932
	Iteration 36Q: 3 clusters Score -705062.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -705179.812500 Penalty: 2866.054932
	Iteration 37Q: 3 clusters Score -705179.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -705310.812500 Penalty: 2866.054932
	Iteration 38Q: 3 clusters Score -705310.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -705487.875000 Penalty: 2866.054932
	Iteration 39Q: 3 clusters Score -705487.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -705659.062500 Penalty: 2866.054932
	Iteration 40F: 3 clusters Score -705659.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -705814.750000 Penalty: 2866.054932
	Iteration 41Q: 3 clusters Score -705814.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -705941.687500 Penalty: 2866.054932
	Iteration 42Q: 3 clusters Score -705941.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -706035.250000 Penalty: 2866.054932
	Iteration 43Q: 3 clusters Score -706035.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -706101.062500 Penalty: 2866.054932
	Iteration 44Q: 3 clusters Score -706101.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -706163.062500 Penalty: 2866.054932
	Iteration 45Q: 3 clusters Score -706163.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -706204.937500 Penalty: 2866.054932
	Iteration 46Q: 3 clusters Score -706204.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -706239.000000 Penalty: 2866.054932
	Iteration 47Q: 3 clusters Score -706239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -706249.437500 Penalty: 2866.054932
	Iteration 48Q: 3 clusters Score -706249.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -706252.812500 Penalty: 2866.054932
	Iteration 49Q: 3 clusters Score -706252.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -706253.125000 Penalty: 2866.054932
	Iteration 50Q: 3 clusters Score -706253.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -706256.625000 Penalty: 2866.054932
	Iteration 51Q: 3 clusters Score -706256.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -706259.937500 Penalty: 2866.054932
	Iteration 52Q: 3 clusters Score -706259.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -706264.562500 Penalty: 2866.054932
	Iteration 53Q: 3 clusters Score -706264.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -706269.250000 Penalty: 2866.054932
	Iteration 54Q: 3 clusters Score -706269.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -706271.687500 Penalty: 2866.054932
	Iteration 55Q: 3 clusters Score -706271.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -706276.250000 Penalty: 2866.054932
	Iteration 56Q: 3 clusters Score -706276.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -706277.687500 Penalty: 2866.054932
	Iteration 57Q: 3 clusters Score -706277.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -706282.375000 Penalty: 2866.054932
	Iteration 58Q: 3 clusters Score -706282.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -706286.437500 Penalty: 2866.054932
	Iteration 59Q: 3 clusters Score -706286.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -706288.437500 Penalty: 2866.054932
	Iteration 60F: 3 clusters Score -706288.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (128220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128220 members 
Entering Unmasked Estep 
Score: -12898473.000000 Penalty: 1911.244263
	Iteration 0F: 2 clusters Score -1.289847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64224 members 
Mstep: Class 2 contains 63996 members 
Entering Unmasked Estep 
Score: -12812604.000000 Penalty: 3822.488525
	Iteration 0F: 3 clusters Score -1.28126e+07 nChanged 61662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66006 members 
Mstep: Class 2 contains 62214 members 
Entering Unmasked Estep 
Score: -12849070.000000 Penalty: 3822.488525
	Iteration 1F: 3 clusters Score -1.284907e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67570 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -12850566.000000 Penalty: 3822.488525
	Iteration 2Q: 3 clusters Score -1.285057e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69934 members 
Mstep: Class 2 contains 58286 members 
Entering Unmasked Estep 
Score: -12852536.000000 Penalty: 3822.488525
	Iteration 3Q: 3 clusters Score -1.285254e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73333 members 
Mstep: Class 2 contains 54887 members 
Entering Unmasked Estep 
Score: -12855574.000000 Penalty: 3822.488525
	Iteration 4Q: 3 clusters Score -1.285557e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78118 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -12860059.000000 Penalty: 3822.488525
	Iteration 5F: 3 clusters Score -1.286006e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -12865801.000000 Penalty: 3822.488525
	Iteration 6F: 3 clusters Score -1.28658e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91294 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -12872209.000000 Penalty: 3822.488525
	Iteration 7F: 3 clusters Score -1.287221e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98394 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -12879171.000000 Penalty: 3822.488525
	Iteration 8F: 3 clusters Score -1.287917e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104471 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -12885542.000000 Penalty: 3822.488525
	Iteration 9F: 3 clusters Score -1.288554e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108805 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -12890576.000000 Penalty: 3822.488525
	Iteration 10Q: 3 clusters Score -1.289058e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111391 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -12893942.000000 Penalty: 3822.488525
	Iteration 11Q: 3 clusters Score -1.289394e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112889 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -12895781.000000 Penalty: 3822.488525
	Iteration 12Q: 3 clusters Score -1.289578e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113819 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -12896609.000000 Penalty: 3822.488525
	Iteration 13Q: 3 clusters Score -1.289661e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114593 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -12897037.000000 Penalty: 3822.488525
	Iteration 14Q: 3 clusters Score -1.289704e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115191 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -12897232.000000 Penalty: 3822.488525
	Iteration 15Q: 3 clusters Score -1.289723e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115748 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -12897394.000000 Penalty: 3822.488525
	Iteration 16Q: 3 clusters Score -1.289739e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116308 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -12897556.000000 Penalty: 3822.488525
	Iteration 17Q: 3 clusters Score -1.289756e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116863 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -12897745.000000 Penalty: 3822.488525
	Iteration 18Q: 3 clusters Score -1.289774e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117419 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -12897883.000000 Penalty: 3822.488525
	Iteration 19Q: 3 clusters Score -1.289788e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117940 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -12898025.000000 Penalty: 3822.488525
	Iteration 20F: 3 clusters Score -1.289802e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118420 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -12898139.000000 Penalty: 3822.488525
	Iteration 21Q: 3 clusters Score -1.289814e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118892 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -12898244.000000 Penalty: 3822.488525
	Iteration 22Q: 3 clusters Score -1.289824e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119370 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -12898316.000000 Penalty: 3822.488525
	Iteration 23Q: 3 clusters Score -1.289832e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119834 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -12898454.000000 Penalty: 3822.488525
	Iteration 24Q: 3 clusters Score -1.289845e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120247 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -12898623.000000 Penalty: 3822.488525
	Iteration 25Q: 3 clusters Score -1.289862e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120661 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -12898729.000000 Penalty: 3822.488525
	Iteration 26Q: 3 clusters Score -1.289873e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121061 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -12898848.000000 Penalty: 3822.488525
	Iteration 27Q: 3 clusters Score -1.289885e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121438 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -12898937.000000 Penalty: 3822.488525
	Iteration 28Q: 3 clusters Score -1.289894e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121796 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -12899030.000000 Penalty: 3822.488525
	Iteration 29Q: 3 clusters Score -1.289903e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122160 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -12899172.000000 Penalty: 3822.488525
	Iteration 30Q: 3 clusters Score -1.289917e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122478 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -12899232.000000 Penalty: 3822.488525
	Iteration 31Q: 3 clusters Score -1.289923e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122759 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -12899332.000000 Penalty: 3822.488525
	Iteration 32Q: 3 clusters Score -1.289933e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123044 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -12899395.000000 Penalty: 3822.488525
	Iteration 33Q: 3 clusters Score -1.28994e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123300 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -12899484.000000 Penalty: 3822.488525
	Iteration 34Q: 3 clusters Score -1.289948e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123503 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -12899562.000000 Penalty: 3822.488525
	Iteration 35Q: 3 clusters Score -1.289956e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123657 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -12899573.000000 Penalty: 3822.488525
	Iteration 36Q: 3 clusters Score -1.289957e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123782 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -12899590.000000 Penalty: 3822.488525
	Iteration 37Q: 3 clusters Score -1.289959e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123872 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -12899591.000000 Penalty: 3822.488525
	Iteration 38Q: 3 clusters Score -1.289959e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123941 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -12899598.000000 Penalty: 3822.488525
	Iteration 39Q: 3 clusters Score -1.28996e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123997 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -12899607.000000 Penalty: 3822.488525
	Iteration 40F: 3 clusters Score -1.289961e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124052 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -12899606.000000 Penalty: 3822.488525
	Iteration 41Q: 3 clusters Score -1.289961e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124094 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -12899611.000000 Penalty: 3822.488525
	Iteration 42Q: 3 clusters Score -1.289961e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124127 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -12899608.000000 Penalty: 3822.488525
	Iteration 43Q: 3 clusters Score -1.289961e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124157 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -12899602.000000 Penalty: 3822.488525
	Iteration 44Q: 3 clusters Score -1.28996e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124184 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -12899612.000000 Penalty: 3822.488525
	Iteration 45Q: 3 clusters Score -1.289961e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124206 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -12899624.000000 Penalty: 3822.488525
	Iteration 46Q: 3 clusters Score -1.289962e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124230 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -12899626.000000 Penalty: 3822.488525
	Iteration 47Q: 3 clusters Score -1.289963e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124252 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -12899624.000000 Penalty: 3822.488525
	Iteration 48Q: 3 clusters Score -1.289962e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124277 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -12899618.000000 Penalty: 3822.488525
	Iteration 49Q: 3 clusters Score -1.289962e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124294 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -12899639.000000 Penalty: 3822.488525
	Iteration 50Q: 3 clusters Score -1.289964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124308 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -12899634.000000 Penalty: 3822.488525
	Iteration 51Q: 3 clusters Score -1.289963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124327 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -12899637.000000 Penalty: 3822.488525
	Iteration 52Q: 3 clusters Score -1.289964e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124345 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -12899647.000000 Penalty: 3822.488525
	Iteration 53Q: 3 clusters Score -1.289965e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124359 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -12899638.000000 Penalty: 3822.488525
	Iteration 54Q: 3 clusters Score -1.289964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124372 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -12899648.000000 Penalty: 3822.488525
	Iteration 55Q: 3 clusters Score -1.289965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124379 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -12899655.000000 Penalty: 3822.488525
	Iteration 56Q: 3 clusters Score -1.289966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124385 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -12899659.000000 Penalty: 3822.488525
	Iteration 57Q: 3 clusters Score -1.289966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124388 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -12899662.000000 Penalty: 3822.488525
	Iteration 58Q: 3 clusters Score -1.289966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124389 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -12899663.000000 Penalty: 3822.488525
	Iteration 59Q: 3 clusters Score -1.289966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124389 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -12899663.000000 Penalty: 3822.488525
	Iteration 60F: 3 clusters Score -1.289966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27336 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 4 contains 3115 members 
Mstep: Class 5 contains 151995 members 
Mstep: Class 6 contains 26311 members 
Mstep: Class 7 contains 6759 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 124389 members 
Mstep: Class 10 contains 4136 members 
Mstep: Class 11 contains 224033 members 
Mstep: Class 13 contains 116647 members 
Mstep: Class 14 contains 201720 members 
Mstep: Class 15 contains 13846 members 
Mstep: Class 16 contains 19029 members 
Mstep: Class 17 contains 63214 members 
Mstep: Class 18 contains 60343 members 
Mstep: Class 19 contains 199476 members 
Mstep: Class 21 contains 1700 members 
Mstep: Class 22 contains 35174 members 
Mstep: Class 23 contains 1733 members 
Entering Unmasked Estep 
Score: -127833008.000000 Penalty: 48005.996094
Splitting cluster 9 changes total score from -127832464.000000 to -127833008.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 10 (4136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Entering Unmasked Estep 
Score: -450474.281250 Penalty: 1353.216187
	Iteration 0F: 2 clusters Score -450474.3 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 2069 members 
Entering Unmasked Estep 
Score: -446980.281250 Penalty: 2706.432373
	Iteration 0F: 3 clusters Score -446980.3 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -447913.093750 Penalty: 2706.432373
	Iteration 1F: 3 clusters Score -447913.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -448066.843750 Penalty: 2706.432373
	Iteration 2F: 3 clusters Score -448066.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -448141.718750 Penalty: 2706.432373
	Iteration 3Q: 3 clusters Score -448141.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -448188.125000 Penalty: 2706.432373
	Iteration 4Q: 3 clusters Score -448188.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -448227.312500 Penalty: 2706.432373
	Iteration 5Q: 3 clusters Score -448227.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -448257.187500 Penalty: 2706.432373
	Iteration 6Q: 3 clusters Score -448257.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -448287.843750 Penalty: 2706.432373
	Iteration 7Q: 3 clusters Score -448287.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -448320.812500 Penalty: 2706.432373
	Iteration 8Q: 3 clusters Score -448320.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -448348.312500 Penalty: 2706.432373
	Iteration 9Q: 3 clusters Score -448348.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -448367.718750 Penalty: 2706.432373
	Iteration 10Q: 3 clusters Score -448367.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -448379.781250 Penalty: 2706.432373
	Iteration 11Q: 3 clusters Score -448379.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -448388.906250 Penalty: 2706.432373
	Iteration 12Q: 3 clusters Score -448388.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -448398.312500 Penalty: 2706.432373
	Iteration 13Q: 3 clusters Score -448398.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -448407.781250 Penalty: 2706.432373
	Iteration 14Q: 3 clusters Score -448407.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -448420.031250 Penalty: 2706.432373
	Iteration 15Q: 3 clusters Score -448420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -448432.843750 Penalty: 2706.432373
	Iteration 16Q: 3 clusters Score -448432.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -448448.781250 Penalty: 2706.432373
	Iteration 17Q: 3 clusters Score -448448.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -448460.750000 Penalty: 2706.432373
	Iteration 18Q: 3 clusters Score -448460.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -448469.562500 Penalty: 2706.432373
	Iteration 19Q: 3 clusters Score -448469.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -448481.937500 Penalty: 2706.432373
	Iteration 20F: 3 clusters Score -448481.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -448499.687500 Penalty: 2706.432373
	Iteration 21Q: 3 clusters Score -448499.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -448517.906250 Penalty: 2706.432373
	Iteration 22Q: 3 clusters Score -448517.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -448540.187500 Penalty: 2706.432373
	Iteration 23Q: 3 clusters Score -448540.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -448570.093750 Penalty: 2706.432373
	Iteration 24Q: 3 clusters Score -448570.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -448602.156250 Penalty: 2706.432373
	Iteration 25Q: 3 clusters Score -448602.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -448641.593750 Penalty: 2706.432373
	Iteration 26Q: 3 clusters Score -448641.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -448692.187500 Penalty: 2706.432373
	Iteration 27Q: 3 clusters Score -448692.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -448735.875000 Penalty: 2706.432373
	Iteration 28Q: 3 clusters Score -448735.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -448776.687500 Penalty: 2706.432373
	Iteration 29Q: 3 clusters Score -448776.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -448821.843750 Penalty: 2706.432373
	Iteration 30Q: 3 clusters Score -448821.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -448879.156250 Penalty: 2706.432373
	Iteration 31Q: 3 clusters Score -448879.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -448916.781250 Penalty: 2706.432373
	Iteration 32Q: 3 clusters Score -448916.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -448952.281250 Penalty: 2706.432373
	Iteration 33Q: 3 clusters Score -448952.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -448995.156250 Penalty: 2706.432373
	Iteration 34Q: 3 clusters Score -448995.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -449039.062500 Penalty: 2706.432373
	Iteration 35Q: 3 clusters Score -449039.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -449070.968750 Penalty: 2706.432373
	Iteration 36Q: 3 clusters Score -449071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -449094.031250 Penalty: 2706.432373
	Iteration 37Q: 3 clusters Score -449094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -449126.281250 Penalty: 2706.432373
	Iteration 38Q: 3 clusters Score -449126.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -449148.625000 Penalty: 2706.432373
	Iteration 39Q: 3 clusters Score -449148.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -449163.375000 Penalty: 2706.432373
	Iteration 40F: 3 clusters Score -449163.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -449180.125000 Penalty: 2706.432373
	Iteration 41Q: 3 clusters Score -449180.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -449190.250000 Penalty: 2706.432373
	Iteration 42Q: 3 clusters Score -449190.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -449201.750000 Penalty: 2706.432373
	Iteration 43Q: 3 clusters Score -449201.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -449217.843750 Penalty: 2706.432373
	Iteration 44Q: 3 clusters Score -449217.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -449229.031250 Penalty: 2706.432373
	Iteration 45Q: 3 clusters Score -449229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -449236.281250 Penalty: 2706.432373
	Iteration 46Q: 3 clusters Score -449236.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -449248.125000 Penalty: 2706.432373
	Iteration 47Q: 3 clusters Score -449248.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -449258.687500 Penalty: 2706.432373
	Iteration 48Q: 3 clusters Score -449258.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -449265.968750 Penalty: 2706.432373
	Iteration 49Q: 3 clusters Score -449266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -449269.343750 Penalty: 2706.432373
	Iteration 50Q: 3 clusters Score -449269.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -449272.218750 Penalty: 2706.432373
	Iteration 51Q: 3 clusters Score -449272.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -449276.218750 Penalty: 2706.432373
	Iteration 52Q: 3 clusters Score -449276.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -449277.968750 Penalty: 2706.432373
	Iteration 53Q: 3 clusters Score -449278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -449277.968750 Penalty: 2706.432373
	Iteration 54F: 3 clusters Score -449278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (224033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224033 members 
Entering Unmasked Estep 
Score: -22854930.000000 Penalty: 2001.926636
	Iteration 0F: 2 clusters Score -2.285493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112430 members 
Mstep: Class 2 contains 111603 members 
Entering Unmasked Estep 
Score: -22732688.000000 Penalty: 4003.853271
	Iteration 0F: 3 clusters Score -2.273269e+07 nChanged 109057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127307 members 
Mstep: Class 2 contains 96726 members 
Entering Unmasked Estep 
Score: -22805494.000000 Penalty: 4003.853271
	Iteration 1F: 3 clusters Score -2.280549e+07 nChanged 15560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136531 members 
Mstep: Class 2 contains 87502 members 
Entering Unmasked Estep 
Score: -22814676.000000 Penalty: 4003.853271
	Iteration 2F: 3 clusters Score -2.281468e+07 nChanged 18677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148648 members 
Mstep: Class 2 contains 75385 members 
Entering Unmasked Estep 
Score: -22827868.000000 Penalty: 4003.853271
	Iteration 3F: 3 clusters Score -2.282787e+07 nChanged 18598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162734 members 
Mstep: Class 2 contains 61299 members 
Entering Unmasked Estep 
Score: -22839672.000000 Penalty: 4003.853271
	Iteration 4F: 3 clusters Score -2.283967e+07 nChanged 15994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176820 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -22849100.000000 Penalty: 4003.853271
	Iteration 5F: 3 clusters Score -2.28491e+07 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189170 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -22856256.000000 Penalty: 4003.853271
	Iteration 6F: 3 clusters Score -2.285626e+07 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197746 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -22859794.000000 Penalty: 4003.853271
	Iteration 7Q: 3 clusters Score -2.285979e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203284 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -22860906.000000 Penalty: 4003.853271
	Iteration 8Q: 3 clusters Score -2.286091e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207088 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -22860974.000000 Penalty: 4003.853271
	Iteration 9Q: 3 clusters Score -2.286097e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209783 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -22860846.000000 Penalty: 4003.853271
	Iteration 10Q: 3 clusters Score -2.286085e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211841 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -22860718.000000 Penalty: 4003.853271
	Iteration 11Q: 3 clusters Score -2.286072e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213325 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -22860508.000000 Penalty: 4003.853271
	Iteration 12Q: 3 clusters Score -2.286051e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214452 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -22860486.000000 Penalty: 4003.853271
	Iteration 13Q: 3 clusters Score -2.286049e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215277 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -22860430.000000 Penalty: 4003.853271
	Iteration 14Q: 3 clusters Score -2.286043e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215941 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -22860368.000000 Penalty: 4003.853271
	Iteration 15Q: 3 clusters Score -2.286037e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216538 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -22860230.000000 Penalty: 4003.853271
	Iteration 16Q: 3 clusters Score -2.286023e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216993 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -22860056.000000 Penalty: 4003.853271
	Iteration 17Q: 3 clusters Score -2.286006e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217391 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -22860036.000000 Penalty: 4003.853271
	Iteration 18Q: 3 clusters Score -2.286004e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217727 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -22860014.000000 Penalty: 4003.853271
	Iteration 19Q: 3 clusters Score -2.286001e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218005 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -22859914.000000 Penalty: 4003.853271
	Iteration 20F: 3 clusters Score -2.285991e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218237 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -22859844.000000 Penalty: 4003.853271
	Iteration 21Q: 3 clusters Score -2.285984e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218442 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -22859796.000000 Penalty: 4003.853271
	Iteration 22Q: 3 clusters Score -2.28598e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218618 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -22859710.000000 Penalty: 4003.853271
	Iteration 23Q: 3 clusters Score -2.285971e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218753 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -22859644.000000 Penalty: 4003.853271
	Iteration 24Q: 3 clusters Score -2.285964e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218859 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -22859588.000000 Penalty: 4003.853271
	Iteration 25Q: 3 clusters Score -2.285959e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218946 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -22859542.000000 Penalty: 4003.853271
	Iteration 26Q: 3 clusters Score -2.285954e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219029 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -22859516.000000 Penalty: 4003.853271
	Iteration 27Q: 3 clusters Score -2.285952e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219103 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -22859498.000000 Penalty: 4003.853271
	Iteration 28Q: 3 clusters Score -2.28595e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219158 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -22859434.000000 Penalty: 4003.853271
	Iteration 29Q: 3 clusters Score -2.285943e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219218 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -22859406.000000 Penalty: 4003.853271
	Iteration 30Q: 3 clusters Score -2.285941e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219267 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -22859404.000000 Penalty: 4003.853271
	Iteration 31Q: 3 clusters Score -2.28594e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219306 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -22859388.000000 Penalty: 4003.853271
	Iteration 32Q: 3 clusters Score -2.285939e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219335 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -22859356.000000 Penalty: 4003.853271
	Iteration 33Q: 3 clusters Score -2.285936e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219363 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -22859360.000000 Penalty: 4003.853271
	Iteration 34Q: 3 clusters Score -2.285936e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219388 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -22859356.000000 Penalty: 4003.853271
	Iteration 35Q: 3 clusters Score -2.285936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219406 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -22859340.000000 Penalty: 4003.853271
	Iteration 36Q: 3 clusters Score -2.285934e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219425 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -22859328.000000 Penalty: 4003.853271
	Iteration 37Q: 3 clusters Score -2.285933e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219440 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -22859330.000000 Penalty: 4003.853271
	Iteration 38Q: 3 clusters Score -2.285933e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219456 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -22859346.000000 Penalty: 4003.853271
	Iteration 39Q: 3 clusters Score -2.285935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219465 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -22859312.000000 Penalty: 4003.853271
	Iteration 40F: 3 clusters Score -2.285931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219475 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -22859316.000000 Penalty: 4003.853271
	Iteration 41Q: 3 clusters Score -2.285932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219482 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -22859308.000000 Penalty: 4003.853271
	Iteration 42Q: 3 clusters Score -2.285931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219490 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -22859318.000000 Penalty: 4003.853271
	Iteration 43Q: 3 clusters Score -2.285932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219500 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -22859332.000000 Penalty: 4003.853271
	Iteration 44Q: 3 clusters Score -2.285933e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219517 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -22859324.000000 Penalty: 4003.853271
	Iteration 45Q: 3 clusters Score -2.285932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219525 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -22859316.000000 Penalty: 4003.853271
	Iteration 46Q: 3 clusters Score -2.285932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219530 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -22859290.000000 Penalty: 4003.853271
	Iteration 47Q: 3 clusters Score -2.285929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219532 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -22859282.000000 Penalty: 4003.853271
	Iteration 48Q: 3 clusters Score -2.285928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219533 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -22859290.000000 Penalty: 4003.853271
	Iteration 49Q: 3 clusters Score -2.285929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219534 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -22859286.000000 Penalty: 4003.853271
	Iteration 50Q: 3 clusters Score -2.285929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219534 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -22859286.000000 Penalty: 4003.853271
	Iteration 51F: 3 clusters Score -2.285929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27336 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 4 contains 3115 members 
Mstep: Class 5 contains 151995 members 
Mstep: Class 6 contains 26311 members 
Mstep: Class 7 contains 6759 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 124389 members 
Mstep: Class 10 contains 4136 members 
Mstep: Class 11 contains 219534 members 
Mstep: Class 12 contains 4499 members 
Mstep: Class 13 contains 116647 members 
Mstep: Class 14 contains 201720 members 
Mstep: Class 15 contains 13846 members 
Mstep: Class 16 contains 19029 members 
Mstep: Class 17 contains 63214 members 
Mstep: Class 18 contains 60343 members 
Mstep: Class 19 contains 199476 members 
Mstep: Class 21 contains 1700 members 
Mstep: Class 22 contains 35174 members 
Mstep: Class 23 contains 1733 members 
Entering Unmasked Estep 
Score: -127837088.000000 Penalty: 50291.996094
Splitting cluster 11 changes total score from -127832464.000000 to -127837088.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 13 (116647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116647 members 
Entering Unmasked Estep 
Score: -11807839.000000 Penalty: 1895.872437
	Iteration 0F: 2 clusters Score -1.180784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -11729373.000000 Penalty: 3791.744873
	Iteration 0F: 3 clusters Score -1.172937e+07 nChanged 56179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63154 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -11762257.000000 Penalty: 3791.744873
	Iteration 1F: 3 clusters Score -1.176226e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66243 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -11763637.000000 Penalty: 3791.744873
	Iteration 2Q: 3 clusters Score -1.176364e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71016 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -11766119.000000 Penalty: 3791.744873
	Iteration 3Q: 3 clusters Score -1.176612e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78029 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -11770665.000000 Penalty: 3791.744873
	Iteration 4F: 3 clusters Score -1.177066e+07 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87235 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -11778012.000000 Penalty: 3791.744873
	Iteration 5F: 3 clusters Score -1.177801e+07 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97395 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -11787536.000000 Penalty: 3791.744873
	Iteration 6F: 3 clusters Score -1.178754e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106098 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -11796219.000000 Penalty: 3791.744873
	Iteration 7F: 3 clusters Score -1.179622e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111398 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -11801660.000000 Penalty: 3791.744873
	Iteration 8Q: 3 clusters Score -1.180166e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113994 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -11804123.000000 Penalty: 3791.744873
	Iteration 9Q: 3 clusters Score -1.180412e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115220 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -11805248.000000 Penalty: 3791.744873
	Iteration 10Q: 3 clusters Score -1.180525e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115800 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11805731.000000 Penalty: 3791.744873
	Iteration 11Q: 3 clusters Score -1.180573e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116077 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -11805917.000000 Penalty: 3791.744873
	Iteration 12Q: 3 clusters Score -1.180592e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116197 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -11806011.000000 Penalty: 3791.744873
	Iteration 13Q: 3 clusters Score -1.180601e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116256 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -11806081.000000 Penalty: 3791.744873
	Iteration 14Q: 3 clusters Score -1.180608e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116293 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -11806107.000000 Penalty: 3791.744873
	Iteration 15Q: 3 clusters Score -1.180611e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116322 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -11806171.000000 Penalty: 3791.744873
	Iteration 16Q: 3 clusters Score -1.180617e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116340 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -11806195.000000 Penalty: 3791.744873
	Iteration 17Q: 3 clusters Score -1.18062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116361 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -11806202.000000 Penalty: 3791.744873
	Iteration 18Q: 3 clusters Score -1.18062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116367 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -11806211.000000 Penalty: 3791.744873
	Iteration 19Q: 3 clusters Score -1.180621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116369 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -11806206.000000 Penalty: 3791.744873
	Iteration 20F: 3 clusters Score -1.180621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116378 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -11806222.000000 Penalty: 3791.744873
	Iteration 21Q: 3 clusters Score -1.180622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116386 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -11806238.000000 Penalty: 3791.744873
	Iteration 22Q: 3 clusters Score -1.180624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116389 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -11806229.000000 Penalty: 3791.744873
	Iteration 23Q: 3 clusters Score -1.180623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116388 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -11806238.000000 Penalty: 3791.744873
	Iteration 24Q: 3 clusters Score -1.180624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116391 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -11806226.000000 Penalty: 3791.744873
	Iteration 25Q: 3 clusters Score -1.180623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116393 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -11806245.000000 Penalty: 3791.744873
	Iteration 26Q: 3 clusters Score -1.180624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116397 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -11806245.000000 Penalty: 3791.744873
	Iteration 27Q: 3 clusters Score -1.180624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116399 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -11806250.000000 Penalty: 3791.744873
	Iteration 28Q: 3 clusters Score -1.180625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116397 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -11806253.000000 Penalty: 3791.744873
	Iteration 29Q: 3 clusters Score -1.180625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116397 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -11806253.000000 Penalty: 3791.744873
	Iteration 30F: 3 clusters Score -1.180625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (201720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201720 members 
Entering Unmasked Estep 
Score: -20614450.000000 Penalty: 1984.878296
	Iteration 0F: 2 clusters Score -2.061445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100689 members 
Mstep: Class 2 contains 101031 members 
Entering Unmasked Estep 
Score: -20504404.000000 Penalty: 3969.756592
	Iteration 0F: 3 clusters Score -2.05044e+07 nChanged 97962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96419 members 
Mstep: Class 2 contains 105301 members 
Entering Unmasked Estep 
Score: -20564596.000000 Penalty: 3969.756592
	Iteration 1F: 3 clusters Score -2.05646e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94141 members 
Mstep: Class 2 contains 107579 members 
Entering Unmasked Estep 
Score: -20566394.000000 Penalty: 3969.756592
	Iteration 2Q: 3 clusters Score -2.056639e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90804 members 
Mstep: Class 2 contains 110916 members 
Entering Unmasked Estep 
Score: -20569306.000000 Penalty: 3969.756592
	Iteration 3Q: 3 clusters Score -2.056931e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86255 members 
Mstep: Class 2 contains 115465 members 
Entering Unmasked Estep 
Score: -20573262.000000 Penalty: 3969.756592
	Iteration 4Q: 3 clusters Score -2.057326e+07 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 121077 members 
Entering Unmasked Estep 
Score: -20579374.000000 Penalty: 3969.756592
	Iteration 5Q: 3 clusters Score -2.057937e+07 nChanged 11596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74413 members 
Mstep: Class 2 contains 127307 members 
Entering Unmasked Estep 
Score: -20587750.000000 Penalty: 3969.756592
	Iteration 6F: 3 clusters Score -2.058775e+07 nChanged 12421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68520 members 
Mstep: Class 2 contains 133200 members 
Entering Unmasked Estep 
Score: -20596914.000000 Penalty: 3969.756592
	Iteration 7F: 3 clusters Score -2.059691e+07 nChanged 11638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64094 members 
Mstep: Class 2 contains 137626 members 
Entering Unmasked Estep 
Score: -20604398.000000 Penalty: 3969.756592
	Iteration 8F: 3 clusters Score -2.06044e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61099 members 
Mstep: Class 2 contains 140621 members 
Entering Unmasked Estep 
Score: -20608922.000000 Penalty: 3969.756592
	Iteration 9Q: 3 clusters Score -2.060892e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59080 members 
Mstep: Class 2 contains 142640 members 
Entering Unmasked Estep 
Score: -20610910.000000 Penalty: 3969.756592
	Iteration 10Q: 3 clusters Score -2.061091e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 144219 members 
Entering Unmasked Estep 
Score: -20611848.000000 Penalty: 3969.756592
	Iteration 11Q: 3 clusters Score -2.061185e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 145520 members 
Entering Unmasked Estep 
Score: -20612386.000000 Penalty: 3969.756592
	Iteration 12Q: 3 clusters Score -2.061239e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 146662 members 
Entering Unmasked Estep 
Score: -20612768.000000 Penalty: 3969.756592
	Iteration 13Q: 3 clusters Score -2.061277e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 147531 members 
Entering Unmasked Estep 
Score: -20613014.000000 Penalty: 3969.756592
	Iteration 14Q: 3 clusters Score -2.061301e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 148195 members 
Entering Unmasked Estep 
Score: -20613244.000000 Penalty: 3969.756592
	Iteration 15Q: 3 clusters Score -2.061324e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 148695 members 
Entering Unmasked Estep 
Score: -20613560.000000 Penalty: 3969.756592
	Iteration 16Q: 3 clusters Score -2.061356e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 149081 members 
Entering Unmasked Estep 
Score: -20613654.000000 Penalty: 3969.756592
	Iteration 17Q: 3 clusters Score -2.061365e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 149268 members 
Entering Unmasked Estep 
Score: -20613794.000000 Penalty: 3969.756592
	Iteration 18Q: 3 clusters Score -2.061379e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 149464 members 
Entering Unmasked Estep 
Score: -20613840.000000 Penalty: 3969.756592
	Iteration 19Q: 3 clusters Score -2.061384e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 149524 members 
Entering Unmasked Estep 
Score: -20614116.000000 Penalty: 3969.756592
	Iteration 20F: 3 clusters Score -2.061412e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 149615 members 
Entering Unmasked Estep 
Score: -20614286.000000 Penalty: 3969.756592
	Iteration 21Q: 3 clusters Score -2.061429e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 149643 members 
Entering Unmasked Estep 
Score: -20614342.000000 Penalty: 3969.756592
	Iteration 22Q: 3 clusters Score -2.061434e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 149617 members 
Entering Unmasked Estep 
Score: -20614344.000000 Penalty: 3969.756592
	Iteration 23Q: 3 clusters Score -2.061434e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 149603 members 
Entering Unmasked Estep 
Score: -20614400.000000 Penalty: 3969.756592
	Iteration 24Q: 3 clusters Score -2.06144e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52190 members 
Mstep: Class 2 contains 149530 members 
Entering Unmasked Estep 
Score: -20614446.000000 Penalty: 3969.756592
	Iteration 25Q: 3 clusters Score -2.061445e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 149416 members 
Entering Unmasked Estep 
Score: -20614498.000000 Penalty: 3969.756592
	Iteration 26Q: 3 clusters Score -2.06145e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 149275 members 
Entering Unmasked Estep 
Score: -20614562.000000 Penalty: 3969.756592
	Iteration 27Q: 3 clusters Score -2.061456e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 149132 members 
Entering Unmasked Estep 
Score: -20614702.000000 Penalty: 3969.756592
	Iteration 28Q: 3 clusters Score -2.06147e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 149015 members 
Entering Unmasked Estep 
Score: -20614794.000000 Penalty: 3969.756592
	Iteration 29Q: 3 clusters Score -2.061479e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 148886 members 
Entering Unmasked Estep 
Score: -20614880.000000 Penalty: 3969.756592
	Iteration 30Q: 3 clusters Score -2.061488e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 148710 members 
Entering Unmasked Estep 
Score: -20614974.000000 Penalty: 3969.756592
	Iteration 31Q: 3 clusters Score -2.061497e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 148504 members 
Entering Unmasked Estep 
Score: -20615082.000000 Penalty: 3969.756592
	Iteration 32Q: 3 clusters Score -2.061508e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 148281 members 
Entering Unmasked Estep 
Score: -20615258.000000 Penalty: 3969.756592
	Iteration 33Q: 3 clusters Score -2.061526e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Mstep: Class 2 contains 148054 members 
Entering Unmasked Estep 
Score: -20615420.000000 Penalty: 3969.756592
	Iteration 34Q: 3 clusters Score -2.061542e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 147822 members 
Entering Unmasked Estep 
Score: -20615516.000000 Penalty: 3969.756592
	Iteration 35Q: 3 clusters Score -2.061552e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 147526 members 
Entering Unmasked Estep 
Score: -20615716.000000 Penalty: 3969.756592
	Iteration 36Q: 3 clusters Score -2.061572e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 147250 members 
Entering Unmasked Estep 
Score: -20615974.000000 Penalty: 3969.756592
	Iteration 37Q: 3 clusters Score -2.061597e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 146957 members 
Entering Unmasked Estep 
Score: -20616212.000000 Penalty: 3969.756592
	Iteration 38Q: 3 clusters Score -2.061621e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 146648 members 
Entering Unmasked Estep 
Score: -20616330.000000 Penalty: 3969.756592
	Iteration 39Q: 3 clusters Score -2.061633e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55344 members 
Mstep: Class 2 contains 146376 members 
Entering Unmasked Estep 
Score: -20616534.000000 Penalty: 3969.756592
	Iteration 40F: 3 clusters Score -2.061653e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55644 members 
Mstep: Class 2 contains 146076 members 
Entering Unmasked Estep 
Score: -20616694.000000 Penalty: 3969.756592
	Iteration 41Q: 3 clusters Score -2.061669e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 145726 members 
Entering Unmasked Estep 
Score: -20616856.000000 Penalty: 3969.756592
	Iteration 42Q: 3 clusters Score -2.061686e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 145448 members 
Entering Unmasked Estep 
Score: -20617078.000000 Penalty: 3969.756592
	Iteration 43Q: 3 clusters Score -2.061708e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 145100 members 
Entering Unmasked Estep 
Score: -20617324.000000 Penalty: 3969.756592
	Iteration 44Q: 3 clusters Score -2.061732e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56978 members 
Mstep: Class 2 contains 144742 members 
Entering Unmasked Estep 
Score: -20617438.000000 Penalty: 3969.756592
	Iteration 45Q: 3 clusters Score -2.061744e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 144415 members 
Entering Unmasked Estep 
Score: -20617698.000000 Penalty: 3969.756592
	Iteration 46Q: 3 clusters Score -2.06177e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 144114 members 
Entering Unmasked Estep 
Score: -20617880.000000 Penalty: 3969.756592
	Iteration 47Q: 3 clusters Score -2.061788e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57884 members 
Mstep: Class 2 contains 143836 members 
Entering Unmasked Estep 
Score: -20618124.000000 Penalty: 3969.756592
	Iteration 48Q: 3 clusters Score -2.061812e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 143564 members 
Entering Unmasked Estep 
Score: -20618280.000000 Penalty: 3969.756592
	Iteration 49Q: 3 clusters Score -2.061828e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 143248 members 
Entering Unmasked Estep 
Score: -20618378.000000 Penalty: 3969.756592
	Iteration 50Q: 3 clusters Score -2.061838e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58771 members 
Mstep: Class 2 contains 142949 members 
Entering Unmasked Estep 
Score: -20618514.000000 Penalty: 3969.756592
	Iteration 51Q: 3 clusters Score -2.061851e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59063 members 
Mstep: Class 2 contains 142657 members 
Entering Unmasked Estep 
Score: -20618688.000000 Penalty: 3969.756592
	Iteration 52Q: 3 clusters Score -2.061869e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 142307 members 
Entering Unmasked Estep 
Score: -20618892.000000 Penalty: 3969.756592
	Iteration 53Q: 3 clusters Score -2.061889e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 141892 members 
Entering Unmasked Estep 
Score: -20619020.000000 Penalty: 3969.756592
	Iteration 54Q: 3 clusters Score -2.061902e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 141491 members 
Entering Unmasked Estep 
Score: -20619078.000000 Penalty: 3969.756592
	Iteration 55Q: 3 clusters Score -2.061908e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 141074 members 
Entering Unmasked Estep 
Score: -20619386.000000 Penalty: 3969.756592
	Iteration 56Q: 3 clusters Score -2.061939e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 140602 members 
Entering Unmasked Estep 
Score: -20619516.000000 Penalty: 3969.756592
	Iteration 57Q: 3 clusters Score -2.061952e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 140073 members 
Entering Unmasked Estep 
Score: -20619600.000000 Penalty: 3969.756592
	Iteration 58Q: 3 clusters Score -2.06196e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62268 members 
Mstep: Class 2 contains 139452 members 
Entering Unmasked Estep 
Score: -20619714.000000 Penalty: 3969.756592
	Iteration 59Q: 3 clusters Score -2.061971e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 138862 members 
Entering Unmasked Estep 
Score: -20619846.000000 Penalty: 3969.756592
	Iteration 60F: 3 clusters Score -2.061985e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63464 members 
Mstep: Class 2 contains 138256 members 
Entering Unmasked Estep 
Score: -20620030.000000 Penalty: 3969.756592
	Iteration 61Q: 3 clusters Score -2.062003e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64122 members 
Mstep: Class 2 contains 137598 members 
Entering Unmasked Estep 
Score: -20620086.000000 Penalty: 3969.756592
	Iteration 62Q: 3 clusters Score -2.062009e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64788 members 
Mstep: Class 2 contains 136932 members 
Entering Unmasked Estep 
Score: -20620214.000000 Penalty: 3969.756592
	Iteration 63Q: 3 clusters Score -2.062021e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65590 members 
Mstep: Class 2 contains 136130 members 
Entering Unmasked Estep 
Score: -20620306.000000 Penalty: 3969.756592
	Iteration 64Q: 3 clusters Score -2.062031e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66413 members 
Mstep: Class 2 contains 135307 members 
Entering Unmasked Estep 
Score: -20620294.000000 Penalty: 3969.756592
	Iteration 65Q: 3 clusters Score -2.062029e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67281 members 
Mstep: Class 2 contains 134439 members 
Entering Unmasked Estep 
Score: -20620444.000000 Penalty: 3969.756592
	Iteration 66Q: 3 clusters Score -2.062044e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68200 members 
Mstep: Class 2 contains 133520 members 
Entering Unmasked Estep 
Score: -20620554.000000 Penalty: 3969.756592
	Iteration 67Q: 3 clusters Score -2.062055e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69176 members 
Mstep: Class 2 contains 132544 members 
Entering Unmasked Estep 
Score: -20620650.000000 Penalty: 3969.756592
	Iteration 68Q: 3 clusters Score -2.062065e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 131558 members 
Entering Unmasked Estep 
Score: -20620690.000000 Penalty: 3969.756592
	Iteration 69Q: 3 clusters Score -2.062069e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71203 members 
Mstep: Class 2 contains 130517 members 
Entering Unmasked Estep 
Score: -20620816.000000 Penalty: 3969.756592
	Iteration 70Q: 3 clusters Score -2.062082e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72356 members 
Mstep: Class 2 contains 129364 members 
Entering Unmasked Estep 
Score: -20620806.000000 Penalty: 3969.756592
	Iteration 71Q: 3 clusters Score -2.062081e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73614 members 
Mstep: Class 2 contains 128106 members 
Entering Unmasked Estep 
Score: -20620944.000000 Penalty: 3969.756592
	Iteration 72Q: 3 clusters Score -2.062094e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 126838 members 
Entering Unmasked Estep 
Score: -20621112.000000 Penalty: 3969.756592
	Iteration 73Q: 3 clusters Score -2.062111e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76187 members 
Mstep: Class 2 contains 125533 members 
Entering Unmasked Estep 
Score: -20621304.000000 Penalty: 3969.756592
	Iteration 74Q: 3 clusters Score -2.06213e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77584 members 
Mstep: Class 2 contains 124136 members 
Entering Unmasked Estep 
Score: -20621422.000000 Penalty: 3969.756592
	Iteration 75Q: 3 clusters Score -2.062142e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 122795 members 
Entering Unmasked Estep 
Score: -20621598.000000 Penalty: 3969.756592
	Iteration 76Q: 3 clusters Score -2.06216e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80229 members 
Mstep: Class 2 contains 121491 members 
Entering Unmasked Estep 
Score: -20621644.000000 Penalty: 3969.756592
	Iteration 77Q: 3 clusters Score -2.062164e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81597 members 
Mstep: Class 2 contains 120123 members 
Entering Unmasked Estep 
Score: -20621678.000000 Penalty: 3969.756592
	Iteration 78Q: 3 clusters Score -2.062168e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83034 members 
Mstep: Class 2 contains 118686 members 
Entering Unmasked Estep 
Score: -20621716.000000 Penalty: 3969.756592
	Iteration 79Q: 3 clusters Score -2.062172e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84519 members 
Mstep: Class 2 contains 117201 members 
Entering Unmasked Estep 
Score: -20621934.000000 Penalty: 3969.756592
	Iteration 80F: 3 clusters Score -2.062193e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85960 members 
Mstep: Class 2 contains 115760 members 
Entering Unmasked Estep 
Score: -20622160.000000 Penalty: 3969.756592
	Iteration 81Q: 3 clusters Score -2.062216e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87448 members 
Mstep: Class 2 contains 114272 members 
Entering Unmasked Estep 
Score: -20622236.000000 Penalty: 3969.756592
	Iteration 82Q: 3 clusters Score -2.062224e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89093 members 
Mstep: Class 2 contains 112627 members 
Entering Unmasked Estep 
Score: -20622278.000000 Penalty: 3969.756592
	Iteration 83Q: 3 clusters Score -2.062228e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90711 members 
Mstep: Class 2 contains 111009 members 
Entering Unmasked Estep 
Score: -20622508.000000 Penalty: 3969.756592
	Iteration 84Q: 3 clusters Score -2.062251e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92381 members 
Mstep: Class 2 contains 109339 members 
Entering Unmasked Estep 
Score: -20622472.000000 Penalty: 3969.756592
	Iteration 85Q: 3 clusters Score -2.062247e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 107586 members 
Entering Unmasked Estep 
Score: -20622528.000000 Penalty: 3969.756592
	Iteration 86Q: 3 clusters Score -2.062253e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95955 members 
Mstep: Class 2 contains 105765 members 
Entering Unmasked Estep 
Score: -20622468.000000 Penalty: 3969.756592
	Iteration 87Q: 3 clusters Score -2.062247e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97851 members 
Mstep: Class 2 contains 103869 members 
Entering Unmasked Estep 
Score: -20622572.000000 Penalty: 3969.756592
	Iteration 88Q: 3 clusters Score -2.062257e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99758 members 
Mstep: Class 2 contains 101962 members 
Entering Unmasked Estep 
Score: -20622584.000000 Penalty: 3969.756592
	Iteration 89Q: 3 clusters Score -2.062258e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101749 members 
Mstep: Class 2 contains 99971 members 
Entering Unmasked Estep 
Score: -20622714.000000 Penalty: 3969.756592
	Iteration 90Q: 3 clusters Score -2.062271e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103835 members 
Mstep: Class 2 contains 97885 members 
Entering Unmasked Estep 
Score: -20622842.000000 Penalty: 3969.756592
	Iteration 91Q: 3 clusters Score -2.062284e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105999 members 
Mstep: Class 2 contains 95721 members 
Entering Unmasked Estep 
Score: -20623030.000000 Penalty: 3969.756592
	Iteration 92Q: 3 clusters Score -2.062303e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 93532 members 
Entering Unmasked Estep 
Score: -20623120.000000 Penalty: 3969.756592
	Iteration 93Q: 3 clusters Score -2.062312e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110466 members 
Mstep: Class 2 contains 91254 members 
Entering Unmasked Estep 
Score: -20623344.000000 Penalty: 3969.756592
	Iteration 94Q: 3 clusters Score -2.062334e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112739 members 
Mstep: Class 2 contains 88981 members 
Entering Unmasked Estep 
Score: -20623450.000000 Penalty: 3969.756592
	Iteration 95Q: 3 clusters Score -2.062345e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115217 members 
Mstep: Class 2 contains 86503 members 
Entering Unmasked Estep 
Score: -20623612.000000 Penalty: 3969.756592
	Iteration 96Q: 3 clusters Score -2.062361e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117777 members 
Mstep: Class 2 contains 83943 members 
Entering Unmasked Estep 
Score: -20623844.000000 Penalty: 3969.756592
	Iteration 97Q: 3 clusters Score -2.062384e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120462 members 
Mstep: Class 2 contains 81258 members 
Entering Unmasked Estep 
Score: -20624196.000000 Penalty: 3969.756592
	Iteration 98Q: 3 clusters Score -2.06242e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123222 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
Score: -20624388.000000 Penalty: 3969.756592
	Iteration 99Q: 3 clusters Score -2.062439e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126075 members 
Mstep: Class 2 contains 75645 members 
Entering Unmasked Estep 
Score: -20624758.000000 Penalty: 3969.756592
	Iteration 100F: 3 clusters Score -2.062476e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128977 members 
Mstep: Class 2 contains 72743 members 
Entering Unmasked Estep 
Score: -20625094.000000 Penalty: 3969.756592
	Iteration 101Q: 3 clusters Score -2.062509e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132006 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -20625370.000000 Penalty: 3969.756592
	Iteration 102Q: 3 clusters Score -2.062537e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135110 members 
Mstep: Class 2 contains 66610 members 
Entering Unmasked Estep 
Score: -20625756.000000 Penalty: 3969.756592
	Iteration 103Q: 3 clusters Score -2.062576e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138342 members 
Mstep: Class 2 contains 63378 members 
Entering Unmasked Estep 
Score: -20625926.000000 Penalty: 3969.756592
	Iteration 104Q: 3 clusters Score -2.062593e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141663 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -20626254.000000 Penalty: 3969.756592
	Iteration 105Q: 3 clusters Score -2.062625e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145020 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
Score: -20626338.000000 Penalty: 3969.756592
	Iteration 106Q: 3 clusters Score -2.062634e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148547 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -20626108.000000 Penalty: 3969.756592
	Iteration 107Q: 3 clusters Score -2.062611e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152326 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -20625998.000000 Penalty: 3969.756592
	Iteration 108Q: 3 clusters Score -2.0626e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156264 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -20625300.000000 Penalty: 3969.756592
	Iteration 109Q: 3 clusters Score -2.06253e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160166 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -20624838.000000 Penalty: 3969.756592
	Iteration 110Q: 3 clusters Score -2.062484e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163916 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -20624310.000000 Penalty: 3969.756592
	Iteration 111Q: 3 clusters Score -2.062431e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167555 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -20623642.000000 Penalty: 3969.756592
	Iteration 112Q: 3 clusters Score -2.062364e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170891 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -20622980.000000 Penalty: 3969.756592
	Iteration 113Q: 3 clusters Score -2.062298e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173844 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -20621958.000000 Penalty: 3969.756592
	Iteration 114Q: 3 clusters Score -2.062196e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176501 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -20620920.000000 Penalty: 3969.756592
	Iteration 115Q: 3 clusters Score -2.062092e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178817 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -20619844.000000 Penalty: 3969.756592
	Iteration 116Q: 3 clusters Score -2.061984e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180736 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -20619062.000000 Penalty: 3969.756592
	Iteration 117Q: 3 clusters Score -2.061906e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182404 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -20618616.000000 Penalty: 3969.756592
	Iteration 118Q: 3 clusters Score -2.061862e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183774 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -20618152.000000 Penalty: 3969.756592
	Iteration 119Q: 3 clusters Score -2.061815e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184898 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -20619128.000000 Penalty: 3969.756592
	Iteration 120F: 3 clusters Score -2.061913e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187787 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -20618164.000000 Penalty: 3969.756592
	Iteration 121Q: 3 clusters Score -2.061816e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190076 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -20617512.000000 Penalty: 3969.756592
	Iteration 122Q: 3 clusters Score -2.061751e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191919 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -20616752.000000 Penalty: 3969.756592
	Iteration 123Q: 3 clusters Score -2.061675e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193464 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -20616252.000000 Penalty: 3969.756592
	Iteration 124Q: 3 clusters Score -2.061625e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194774 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -20615758.000000 Penalty: 3969.756592
	Iteration 125Q: 3 clusters Score -2.061576e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195834 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -20615296.000000 Penalty: 3969.756592
	Iteration 126Q: 3 clusters Score -2.06153e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196719 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -20615112.000000 Penalty: 3969.756592
	Iteration 127Q: 3 clusters Score -2.061511e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197416 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -20614884.000000 Penalty: 3969.756592
	Iteration 128Q: 3 clusters Score -2.061488e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197965 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -20614756.000000 Penalty: 3969.756592
	Iteration 129Q: 3 clusters Score -2.061476e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198377 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -20614604.000000 Penalty: 3969.756592
	Iteration 130Q: 3 clusters Score -2.06146e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198688 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -20614518.000000 Penalty: 3969.756592
	Iteration 131Q: 3 clusters Score -2.061452e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198919 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -20614414.000000 Penalty: 3969.756592
	Iteration 132Q: 3 clusters Score -2.061441e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199110 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -20614390.000000 Penalty: 3969.756592
	Iteration 133Q: 3 clusters Score -2.061439e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199233 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -20614348.000000 Penalty: 3969.756592
	Iteration 134Q: 3 clusters Score -2.061435e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199339 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -20614304.000000 Penalty: 3969.756592
	Iteration 135Q: 3 clusters Score -2.06143e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199430 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -20614278.000000 Penalty: 3969.756592
	Iteration 136Q: 3 clusters Score -2.061428e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199509 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -20614270.000000 Penalty: 3969.756592
	Iteration 137Q: 3 clusters Score -2.061427e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199558 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -20614246.000000 Penalty: 3969.756592
	Iteration 138Q: 3 clusters Score -2.061425e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199597 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -20614230.000000 Penalty: 3969.756592
	Iteration 139Q: 3 clusters Score -2.061423e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199638 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -20614214.000000 Penalty: 3969.756592
	Iteration 140F: 3 clusters Score -2.061421e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199671 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -20614204.000000 Penalty: 3969.756592
	Iteration 141Q: 3 clusters Score -2.06142e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199701 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -20614206.000000 Penalty: 3969.756592
	Iteration 142Q: 3 clusters Score -2.061421e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199724 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -20614202.000000 Penalty: 3969.756592
	Iteration 143Q: 3 clusters Score -2.06142e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199743 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -20614204.000000 Penalty: 3969.756592
	Iteration 144Q: 3 clusters Score -2.06142e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199760 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -20614194.000000 Penalty: 3969.756592
	Iteration 145Q: 3 clusters Score -2.061419e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199774 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -20614184.000000 Penalty: 3969.756592
	Iteration 146Q: 3 clusters Score -2.061418e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199781 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -20614180.000000 Penalty: 3969.756592
	Iteration 147Q: 3 clusters Score -2.061418e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199796 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -20614166.000000 Penalty: 3969.756592
	Iteration 148Q: 3 clusters Score -2.061417e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199812 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -20614154.000000 Penalty: 3969.756592
	Iteration 149Q: 3 clusters Score -2.061415e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199832 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -20614180.000000 Penalty: 3969.756592
	Iteration 150Q: 3 clusters Score -2.061418e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199842 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -20614152.000000 Penalty: 3969.756592
	Iteration 151Q: 3 clusters Score -2.061415e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199855 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -20614172.000000 Penalty: 3969.756592
	Iteration 152Q: 3 clusters Score -2.061417e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199875 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -20614160.000000 Penalty: 3969.756592
	Iteration 153Q: 3 clusters Score -2.061416e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199892 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -20614162.000000 Penalty: 3969.756592
	Iteration 154Q: 3 clusters Score -2.061416e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199914 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -20614182.000000 Penalty: 3969.756592
	Iteration 155Q: 3 clusters Score -2.061418e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199932 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -20614188.000000 Penalty: 3969.756592
	Iteration 156Q: 3 clusters Score -2.061419e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199943 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -20614190.000000 Penalty: 3969.756592
	Iteration 157Q: 3 clusters Score -2.061419e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199947 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -20614202.000000 Penalty: 3969.756592
	Iteration 158Q: 3 clusters Score -2.06142e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199953 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -20614222.000000 Penalty: 3969.756592
	Iteration 159Q: 3 clusters Score -2.061422e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199954 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -20614224.000000 Penalty: 3969.756592
	Iteration 160F: 3 clusters Score -2.061422e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199958 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -20614248.000000 Penalty: 3969.756592
	Iteration 161Q: 3 clusters Score -2.061425e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199960 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -20614244.000000 Penalty: 3969.756592
	Iteration 162Q: 3 clusters Score -2.061424e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199968 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -20614260.000000 Penalty: 3969.756592
	Iteration 163Q: 3 clusters Score -2.061426e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199958 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -20614250.000000 Penalty: 3969.756592
	Iteration 164Q: 3 clusters Score -2.061425e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199936 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -20614268.000000 Penalty: 3969.756592
	Iteration 165Q: 3 clusters Score -2.061427e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199933 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -20614270.000000 Penalty: 3969.756592
	Iteration 166Q: 3 clusters Score -2.061427e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199926 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -20614286.000000 Penalty: 3969.756592
	Iteration 167Q: 3 clusters Score -2.061429e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199907 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -20614304.000000 Penalty: 3969.756592
	Iteration 168Q: 3 clusters Score -2.06143e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199889 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -20614306.000000 Penalty: 3969.756592
	Iteration 169Q: 3 clusters Score -2.061431e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199868 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -20614326.000000 Penalty: 3969.756592
	Iteration 170Q: 3 clusters Score -2.061433e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199845 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -20614324.000000 Penalty: 3969.756592
	Iteration 171Q: 3 clusters Score -2.061432e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199822 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -20614328.000000 Penalty: 3969.756592
	Iteration 172Q: 3 clusters Score -2.061433e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199791 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -20614388.000000 Penalty: 3969.756592
	Iteration 173Q: 3 clusters Score -2.061439e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199767 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -20614412.000000 Penalty: 3969.756592
	Iteration 174Q: 3 clusters Score -2.061441e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199735 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -20614438.000000 Penalty: 3969.756592
	Iteration 175Q: 3 clusters Score -2.061444e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199705 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -20614470.000000 Penalty: 3969.756592
	Iteration 176Q: 3 clusters Score -2.061447e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199680 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -20614486.000000 Penalty: 3969.756592
	Iteration 177Q: 3 clusters Score -2.061449e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199649 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -20614478.000000 Penalty: 3969.756592
	Iteration 178Q: 3 clusters Score -2.061448e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199634 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -20614472.000000 Penalty: 3969.756592
	Iteration 179Q: 3 clusters Score -2.061447e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199610 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -20614460.000000 Penalty: 3969.756592
	Iteration 180F: 3 clusters Score -2.061446e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199583 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -20614482.000000 Penalty: 3969.756592
	Iteration 181Q: 3 clusters Score -2.061448e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199563 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -20614492.000000 Penalty: 3969.756592
	Iteration 182Q: 3 clusters Score -2.061449e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199541 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -20614482.000000 Penalty: 3969.756592
	Iteration 183Q: 3 clusters Score -2.061448e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199519 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -20614494.000000 Penalty: 3969.756592
	Iteration 184Q: 3 clusters Score -2.061449e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199499 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -20614480.000000 Penalty: 3969.756592
	Iteration 185Q: 3 clusters Score -2.061448e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199488 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -20614482.000000 Penalty: 3969.756592
	Iteration 186Q: 3 clusters Score -2.061448e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199477 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -20614464.000000 Penalty: 3969.756592
	Iteration 187Q: 3 clusters Score -2.061446e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199466 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -20614490.000000 Penalty: 3969.756592
	Iteration 188Q: 3 clusters Score -2.061449e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199449 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -20614510.000000 Penalty: 3969.756592
	Iteration 189Q: 3 clusters Score -2.061451e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199436 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -20614504.000000 Penalty: 3969.756592
	Iteration 190Q: 3 clusters Score -2.06145e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199426 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -20614506.000000 Penalty: 3969.756592
	Iteration 191Q: 3 clusters Score -2.061451e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199417 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -20614502.000000 Penalty: 3969.756592
	Iteration 192Q: 3 clusters Score -2.06145e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199415 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -20614500.000000 Penalty: 3969.756592
	Iteration 193Q: 3 clusters Score -2.06145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199408 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -20614496.000000 Penalty: 3969.756592
	Iteration 194Q: 3 clusters Score -2.06145e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199408 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -20614496.000000 Penalty: 3969.756592
	Iteration 195Q: 3 clusters Score -2.06145e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199411 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -20614516.000000 Penalty: 3969.756592
	Iteration 196Q: 3 clusters Score -2.061452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199412 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -20614512.000000 Penalty: 3969.756592
	Iteration 197Q: 3 clusters Score -2.061451e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199409 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -20614518.000000 Penalty: 3969.756592
	Iteration 198Q: 3 clusters Score -2.061452e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199400 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -20614528.000000 Penalty: 3969.756592
	Iteration 199Q: 3 clusters Score -2.061453e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199391 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -20614512.000000 Penalty: 3969.756592
	Iteration 200F: 3 clusters Score -2.061451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199388 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -20614500.000000 Penalty: 3969.756592
	Iteration 201Q: 3 clusters Score -2.06145e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199378 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -20614500.000000 Penalty: 3969.756592
	Iteration 202Q: 3 clusters Score -2.06145e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199365 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -20614504.000000 Penalty: 3969.756592
	Iteration 203Q: 3 clusters Score -2.06145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199356 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -20614510.000000 Penalty: 3969.756592
	Iteration 204Q: 3 clusters Score -2.061451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199352 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -20614510.000000 Penalty: 3969.756592
	Iteration 205Q: 3 clusters Score -2.061451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199346 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -20614530.000000 Penalty: 3969.756592
	Iteration 206Q: 3 clusters Score -2.061453e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199337 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -20614528.000000 Penalty: 3969.756592
	Iteration 207Q: 3 clusters Score -2.061453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199329 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -20614540.000000 Penalty: 3969.756592
	Iteration 208Q: 3 clusters Score -2.061454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199324 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -20614530.000000 Penalty: 3969.756592
	Iteration 209Q: 3 clusters Score -2.061453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199316 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -20614538.000000 Penalty: 3969.756592
	Iteration 210Q: 3 clusters Score -2.061454e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199305 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -20614552.000000 Penalty: 3969.756592
	Iteration 211Q: 3 clusters Score -2.061455e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199295 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -20614570.000000 Penalty: 3969.756592
	Iteration 212Q: 3 clusters Score -2.061457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199282 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -20614584.000000 Penalty: 3969.756592
	Iteration 213Q: 3 clusters Score -2.061458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199274 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -20614580.000000 Penalty: 3969.756592
	Iteration 214Q: 3 clusters Score -2.061458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199263 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -20614578.000000 Penalty: 3969.756592
	Iteration 215Q: 3 clusters Score -2.061458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199253 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -20614588.000000 Penalty: 3969.756592
	Iteration 216Q: 3 clusters Score -2.061459e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199246 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -20614600.000000 Penalty: 3969.756592
	Iteration 217Q: 3 clusters Score -2.06146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199242 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -20614602.000000 Penalty: 3969.756592
	Iteration 218Q: 3 clusters Score -2.06146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199233 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -20614604.000000 Penalty: 3969.756592
	Iteration 219Q: 3 clusters Score -2.06146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199227 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -20614592.000000 Penalty: 3969.756592
	Iteration 220F: 3 clusters Score -2.061459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199224 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -20614604.000000 Penalty: 3969.756592
	Iteration 221Q: 3 clusters Score -2.06146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199218 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -20614600.000000 Penalty: 3969.756592
	Iteration 222Q: 3 clusters Score -2.06146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199212 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -20614618.000000 Penalty: 3969.756592
	Iteration 223Q: 3 clusters Score -2.061462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199204 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -20614616.000000 Penalty: 3969.756592
	Iteration 224Q: 3 clusters Score -2.061462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199203 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -20614626.000000 Penalty: 3969.756592
	Iteration 225Q: 3 clusters Score -2.061463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199199 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -20614634.000000 Penalty: 3969.756592
	Iteration 226Q: 3 clusters Score -2.061463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199193 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -20614632.000000 Penalty: 3969.756592
	Iteration 227Q: 3 clusters Score -2.061463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199187 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -20614626.000000 Penalty: 3969.756592
	Iteration 228Q: 3 clusters Score -2.061463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199179 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -20614636.000000 Penalty: 3969.756592
	Iteration 229Q: 3 clusters Score -2.061464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199174 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -20614632.000000 Penalty: 3969.756592
	Iteration 230Q: 3 clusters Score -2.061463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199170 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -20614628.000000 Penalty: 3969.756592
	Iteration 231Q: 3 clusters Score -2.061463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199170 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -20614630.000000 Penalty: 3969.756592
	Iteration 232Q: 3 clusters Score -2.061463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199169 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -20614630.000000 Penalty: 3969.756592
	Iteration 233Q: 3 clusters Score -2.061463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199169 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -20614630.000000 Penalty: 3969.756592
	Iteration 234F: 3 clusters Score -2.061463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27336 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 4 contains 3115 members 
Mstep: Class 5 contains 151995 members 
Mstep: Class 6 contains 26311 members 
Mstep: Class 7 contains 6759 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 124389 members 
Mstep: Class 10 contains 4136 members 
Mstep: Class 11 contains 219534 members 
Mstep: Class 12 contains 4499 members 
Mstep: Class 13 contains 116647 members 
Mstep: Class 14 contains 199169 members 
Mstep: Class 15 contains 13846 members 
Mstep: Class 16 contains 19029 members 
Mstep: Class 17 contains 63214 members 
Mstep: Class 18 contains 60343 members 
Mstep: Class 19 contains 199476 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 1700 members 
Mstep: Class 22 contains 35174 members 
Mstep: Class 23 contains 1733 members 
Entering Unmasked Estep 
Score: -127836608.000000 Penalty: 52577.996094
Splitting cluster 14 changes total score from -127832464.000000 to -127836608.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 15 (13846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Entering Unmasked Estep 
Score: -1381441.250000 Penalty: 1549.559570
	Iteration 0F: 2 clusters Score -1381441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1371717.625000 Penalty: 3099.119141
	Iteration 0F: 3 clusters Score -1371718 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1374969.125000 Penalty: 3099.119141
	Iteration 1F: 3 clusters Score -1374969 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1375245.250000 Penalty: 3099.119141
	Iteration 2F: 3 clusters Score -1375245 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1375489.500000 Penalty: 3099.119141
	Iteration 3Q: 3 clusters Score -1375490 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1375736.750000 Penalty: 3099.119141
	Iteration 4Q: 3 clusters Score -1375737 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1375984.000000 Penalty: 3099.119141
	Iteration 5Q: 3 clusters Score -1375984 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1376306.750000 Penalty: 3099.119141
	Iteration 6Q: 3 clusters Score -1376307 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1376726.250000 Penalty: 3099.119141
	Iteration 7F: 3 clusters Score -1376726 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1377335.500000 Penalty: 3099.119141
	Iteration 8F: 3 clusters Score -1377336 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1378006.625000 Penalty: 3099.119141
	Iteration 9F: 3 clusters Score -1378007 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1378670.125000 Penalty: 3099.119141
	Iteration 10F: 3 clusters Score -1378670 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1379209.625000 Penalty: 3099.119141
	Iteration 11Q: 3 clusters Score -1379210 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1379655.500000 Penalty: 3099.119141
	Iteration 12Q: 3 clusters Score -1379656 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1379989.875000 Penalty: 3099.119141
	Iteration 13Q: 3 clusters Score -1379990 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1380225.125000 Penalty: 3099.119141
	Iteration 14Q: 3 clusters Score -1380225 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1380332.625000 Penalty: 3099.119141
	Iteration 15Q: 3 clusters Score -1380333 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1380396.875000 Penalty: 3099.119141
	Iteration 16Q: 3 clusters Score -1380397 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1380435.250000 Penalty: 3099.119141
	Iteration 17Q: 3 clusters Score -1380435 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1380463.250000 Penalty: 3099.119141
	Iteration 18Q: 3 clusters Score -1380463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1380482.500000 Penalty: 3099.119141
	Iteration 19Q: 3 clusters Score -1380482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1380487.875000 Penalty: 3099.119141
	Iteration 20F: 3 clusters Score -1380488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1380493.750000 Penalty: 3099.119141
	Iteration 21Q: 3 clusters Score -1380494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1380496.500000 Penalty: 3099.119141
	Iteration 22Q: 3 clusters Score -1380496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1380503.125000 Penalty: 3099.119141
	Iteration 23Q: 3 clusters Score -1380503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1380503.625000 Penalty: 3099.119141
	Iteration 24Q: 3 clusters Score -1380504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1380507.125000 Penalty: 3099.119141
	Iteration 25Q: 3 clusters Score -1380507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1380509.750000 Penalty: 3099.119141
	Iteration 26Q: 3 clusters Score -1380510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1380510.250000 Penalty: 3099.119141
	Iteration 27Q: 3 clusters Score -1380510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1380510.625000 Penalty: 3099.119141
	Iteration 28Q: 3 clusters Score -1380511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1380510.625000 Penalty: 3099.119141
	Iteration 29Q: 3 clusters Score -1380511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1380510.625000 Penalty: 3099.119141
	Iteration 30F: 3 clusters Score -1380511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Entering Unmasked Estep 
Score: -1834994.625000 Penalty: 1601.229492
	Iteration 0F: 2 clusters Score -1834995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1822041.500000 Penalty: 3202.458984
	Iteration 0F: 3 clusters Score -1822042 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1826903.125000 Penalty: 3202.458984
	Iteration 1F: 3 clusters Score -1826903 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1827548.875000 Penalty: 3202.458984
	Iteration 2F: 3 clusters Score -1827549 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1828335.625000 Penalty: 3202.458984
	Iteration 3F: 3 clusters Score -1828336 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1829257.000000 Penalty: 3202.458984
	Iteration 4F: 3 clusters Score -1829257 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1830201.625000 Penalty: 3202.458984
	Iteration 5F: 3 clusters Score -1830202 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1830987.375000 Penalty: 3202.458984
	Iteration 6F: 3 clusters Score -1830987 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1831552.750000 Penalty: 3202.458984
	Iteration 7F: 3 clusters Score -1831553 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1831894.500000 Penalty: 3202.458984
	Iteration 8Q: 3 clusters Score -1831894 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1832106.125000 Penalty: 3202.458984
	Iteration 9Q: 3 clusters Score -1832106 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1832272.875000 Penalty: 3202.458984
	Iteration 10Q: 3 clusters Score -1832273 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1832415.250000 Penalty: 3202.458984
	Iteration 11Q: 3 clusters Score -1832415 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1832570.125000 Penalty: 3202.458984
	Iteration 12Q: 3 clusters Score -1832570 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1832756.000000 Penalty: 3202.458984
	Iteration 13Q: 3 clusters Score -1832756 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1832998.625000 Penalty: 3202.458984
	Iteration 14Q: 3 clusters Score -1832999 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1833387.875000 Penalty: 3202.458984
	Iteration 15Q: 3 clusters Score -1833388 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1833849.250000 Penalty: 3202.458984
	Iteration 16Q: 3 clusters Score -1833849 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1834102.500000 Penalty: 3202.458984
	Iteration 17Q: 3 clusters Score -1834102 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -1834217.125000 Penalty: 3202.458984
	Iteration 18Q: 3 clusters Score -1834217 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1834286.750000 Penalty: 3202.458984
	Iteration 19Q: 3 clusters Score -1834287 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -1834340.375000 Penalty: 3202.458984
	Iteration 20F: 3 clusters Score -1834340 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1834366.500000 Penalty: 3202.458984
	Iteration 21Q: 3 clusters Score -1834366 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -1834399.000000 Penalty: 3202.458984
	Iteration 22Q: 3 clusters Score -1834399 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -1834415.000000 Penalty: 3202.458984
	Iteration 23Q: 3 clusters Score -1834415 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1834428.375000 Penalty: 3202.458984
	Iteration 24Q: 3 clusters Score -1834428 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -1834439.500000 Penalty: 3202.458984
	Iteration 25Q: 3 clusters Score -1834440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -1834449.625000 Penalty: 3202.458984
	Iteration 26Q: 3 clusters Score -1834450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -1834452.375000 Penalty: 3202.458984
	Iteration 27Q: 3 clusters Score -1834452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -1834455.375000 Penalty: 3202.458984
	Iteration 28Q: 3 clusters Score -1834455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -1834455.625000 Penalty: 3202.458984
	Iteration 29Q: 3 clusters Score -1834456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1834459.000000 Penalty: 3202.458984
	Iteration 30Q: 3 clusters Score -1834459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -1834459.875000 Penalty: 3202.458984
	Iteration 31Q: 3 clusters Score -1834460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1834469.125000 Penalty: 3202.458984
	Iteration 32Q: 3 clusters Score -1834469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1834473.125000 Penalty: 3202.458984
	Iteration 33Q: 3 clusters Score -1834473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1834481.625000 Penalty: 3202.458984
	Iteration 34Q: 3 clusters Score -1834482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -1834477.125000 Penalty: 3202.458984
	Iteration 35Q: 3 clusters Score -1834477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -1834480.125000 Penalty: 3202.458984
	Iteration 36Q: 3 clusters Score -1834480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -1834480.000000 Penalty: 3202.458984
	Iteration 37Q: 3 clusters Score -1834480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -1834483.625000 Penalty: 3202.458984
	Iteration 38Q: 3 clusters Score -1834484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -1834485.500000 Penalty: 3202.458984
	Iteration 39Q: 3 clusters Score -1834486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -1834483.750000 Penalty: 3202.458984
	Iteration 40F: 3 clusters Score -1834484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -1834479.500000 Penalty: 3202.458984
	Iteration 41Q: 3 clusters Score -1834480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -1834478.000000 Penalty: 3202.458984
	Iteration 42Q: 3 clusters Score -1834478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -1834479.875000 Penalty: 3202.458984
	Iteration 43Q: 3 clusters Score -1834480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -1834481.125000 Penalty: 3202.458984
	Iteration 44Q: 3 clusters Score -1834481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1834480.000000 Penalty: 3202.458984
	Iteration 45Q: 3 clusters Score -1834480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -1834483.875000 Penalty: 3202.458984
	Iteration 46Q: 3 clusters Score -1834484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1834485.125000 Penalty: 3202.458984
	Iteration 47Q: 3 clusters Score -1834485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1834484.500000 Penalty: 3202.458984
	Iteration 48Q: 3 clusters Score -1834484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -1834485.500000 Penalty: 3202.458984
	Iteration 49Q: 3 clusters Score -1834486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -1834486.000000 Penalty: 3202.458984
	Iteration 50Q: 3 clusters Score -1834486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -1834489.625000 Penalty: 3202.458984
	Iteration 51Q: 3 clusters Score -1834490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1834491.250000 Penalty: 3202.458984
	Iteration 52Q: 3 clusters Score -1834491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1834489.000000 Penalty: 3202.458984
	Iteration 53Q: 3 clusters Score -1834489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -1834488.500000 Penalty: 3202.458984
	Iteration 54Q: 3 clusters Score -1834488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -1834496.375000 Penalty: 3202.458984
	Iteration 55Q: 3 clusters Score -1834496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -1834493.250000 Penalty: 3202.458984
	Iteration 56Q: 3 clusters Score -1834493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -1834494.875000 Penalty: 3202.458984
	Iteration 57Q: 3 clusters Score -1834495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -1834497.000000 Penalty: 3202.458984
	Iteration 58Q: 3 clusters Score -1834497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -1834496.375000 Penalty: 3202.458984
	Iteration 59Q: 3 clusters Score -1834496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -1834495.750000 Penalty: 3202.458984
	Iteration 60F: 3 clusters Score -1834496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -1834494.625000 Penalty: 3202.458984
	Iteration 61Q: 3 clusters Score -1834495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -1834493.875000 Penalty: 3202.458984
	Iteration 62Q: 3 clusters Score -1834494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1834494.000000 Penalty: 3202.458984
	Iteration 63Q: 3 clusters Score -1834494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1834494.000000 Penalty: 3202.458984
	Iteration 64F: 3 clusters Score -1834494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (63214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Entering Unmasked Estep 
Score: -6422771.000000 Penalty: 1796.320679
	Iteration 0F: 2 clusters Score -6422771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -6380597.000000 Penalty: 3592.641357
	Iteration 0F: 3 clusters Score -6380597 nChanged 29864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -6397983.500000 Penalty: 3592.641357
	Iteration 1F: 3 clusters Score -6397984 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -6398996.500000 Penalty: 3592.641357
	Iteration 2Q: 3 clusters Score -6398996 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -6400170.500000 Penalty: 3592.641357
	Iteration 3Q: 3 clusters Score -6400170 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -6401558.000000 Penalty: 3592.641357
	Iteration 4Q: 3 clusters Score -6401558 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -6403284.500000 Penalty: 3592.641357
	Iteration 5Q: 3 clusters Score -6403284 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -6405439.000000 Penalty: 3592.641357
	Iteration 6F: 3 clusters Score -6405439 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -6407890.000000 Penalty: 3592.641357
	Iteration 7F: 3 clusters Score -6407890 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -6410313.500000 Penalty: 3592.641357
	Iteration 8F: 3 clusters Score -6410314 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -6412400.500000 Penalty: 3592.641357
	Iteration 9Q: 3 clusters Score -6412400 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -6413792.500000 Penalty: 3592.641357
	Iteration 10Q: 3 clusters Score -6413792 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -6414796.000000 Penalty: 3592.641357
	Iteration 11Q: 3 clusters Score -6414796 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -6415582.000000 Penalty: 3592.641357
	Iteration 12Q: 3 clusters Score -6415582 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -6416178.500000 Penalty: 3592.641357
	Iteration 13Q: 3 clusters Score -6416178 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -6416684.500000 Penalty: 3592.641357
	Iteration 14Q: 3 clusters Score -6416684 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -6417227.500000 Penalty: 3592.641357
	Iteration 15Q: 3 clusters Score -6417228 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -6417763.000000 Penalty: 3592.641357
	Iteration 16Q: 3 clusters Score -6417763 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -6418286.000000 Penalty: 3592.641357
	Iteration 17Q: 3 clusters Score -6418286 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -6418798.500000 Penalty: 3592.641357
	Iteration 18Q: 3 clusters Score -6418798 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 58856 members 
Entering Unmasked Estep 
Score: -6419235.000000 Penalty: 3592.641357
	Iteration 19Q: 3 clusters Score -6419235 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 59638 members 
Entering Unmasked Estep 
Score: -6419668.000000 Penalty: 3592.641357
	Iteration 20F: 3 clusters Score -6419668 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -6420013.500000 Penalty: 3592.641357
	Iteration 21Q: 3 clusters Score -6420014 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -6420296.500000 Penalty: 3592.641357
	Iteration 22Q: 3 clusters Score -6420296 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -6420503.000000 Penalty: 3592.641357
	Iteration 23Q: 3 clusters Score -6420503 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -6420693.000000 Penalty: 3592.641357
	Iteration 24Q: 3 clusters Score -6420693 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 61787 members 
Entering Unmasked Estep 
Score: -6420813.500000 Penalty: 3592.641357
	Iteration 25Q: 3 clusters Score -6420814 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 61951 members 
Entering Unmasked Estep 
Score: -6420882.000000 Penalty: 3592.641357
	Iteration 26Q: 3 clusters Score -6420882 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -6420940.500000 Penalty: 3592.641357
	Iteration 27Q: 3 clusters Score -6420940 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 62170 members 
Entering Unmasked Estep 
Score: -6420978.500000 Penalty: 3592.641357
	Iteration 28Q: 3 clusters Score -6420978 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 62262 members 
Entering Unmasked Estep 
Score: -6421028.000000 Penalty: 3592.641357
	Iteration 29Q: 3 clusters Score -6421028 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -6421070.500000 Penalty: 3592.641357
	Iteration 30Q: 3 clusters Score -6421070 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 62386 members 
Entering Unmasked Estep 
Score: -6421092.000000 Penalty: 3592.641357
	Iteration 31Q: 3 clusters Score -6421092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 62421 members 
Entering Unmasked Estep 
Score: -6421112.500000 Penalty: 3592.641357
	Iteration 32Q: 3 clusters Score -6421112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -6421123.500000 Penalty: 3592.641357
	Iteration 33Q: 3 clusters Score -6421124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -6421127.500000 Penalty: 3592.641357
	Iteration 34Q: 3 clusters Score -6421128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 62509 members 
Entering Unmasked Estep 
Score: -6421143.500000 Penalty: 3592.641357
	Iteration 35Q: 3 clusters Score -6421144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 62527 members 
Entering Unmasked Estep 
Score: -6421160.000000 Penalty: 3592.641357
	Iteration 36Q: 3 clusters Score -6421160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -6421167.000000 Penalty: 3592.641357
	Iteration 37Q: 3 clusters Score -6421167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 62558 members 
Entering Unmasked Estep 
Score: -6421173.500000 Penalty: 3592.641357
	Iteration 38Q: 3 clusters Score -6421174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 62566 members 
Entering Unmasked Estep 
Score: -6421175.000000 Penalty: 3592.641357
	Iteration 39Q: 3 clusters Score -6421175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 62575 members 
Entering Unmasked Estep 
Score: -6421181.500000 Penalty: 3592.641357
	Iteration 40F: 3 clusters Score -6421182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -6421179.500000 Penalty: 3592.641357
	Iteration 41Q: 3 clusters Score -6421180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -6421191.000000 Penalty: 3592.641357
	Iteration 42Q: 3 clusters Score -6421191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 62598 members 
Entering Unmasked Estep 
Score: -6421194.000000 Penalty: 3592.641357
	Iteration 43Q: 3 clusters Score -6421194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 62601 members 
Entering Unmasked Estep 
Score: -6421193.500000 Penalty: 3592.641357
	Iteration 44Q: 3 clusters Score -6421194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 62605 members 
Entering Unmasked Estep 
Score: -6421195.000000 Penalty: 3592.641357
	Iteration 45Q: 3 clusters Score -6421195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 62607 members 
Entering Unmasked Estep 
Score: -6421196.000000 Penalty: 3592.641357
	Iteration 46Q: 3 clusters Score -6421196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 62610 members 
Entering Unmasked Estep 
Score: -6421192.000000 Penalty: 3592.641357
	Iteration 47Q: 3 clusters Score -6421192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -6421204.500000 Penalty: 3592.641357
	Iteration 48Q: 3 clusters Score -6421204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 62619 members 
Entering Unmasked Estep 
Score: -6421201.000000 Penalty: 3592.641357
	Iteration 49Q: 3 clusters Score -6421201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -6421213.500000 Penalty: 3592.641357
	Iteration 50Q: 3 clusters Score -6421214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 62628 members 
Entering Unmasked Estep 
Score: -6421210.500000 Penalty: 3592.641357
	Iteration 51Q: 3 clusters Score -6421210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -6421213.000000 Penalty: 3592.641357
	Iteration 52Q: 3 clusters Score -6421213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
Score: -6421217.000000 Penalty: 3592.641357
	Iteration 53Q: 3 clusters Score -6421217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 62635 members 
Entering Unmasked Estep 
Score: -6421214.500000 Penalty: 3592.641357
	Iteration 54Q: 3 clusters Score -6421214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 62636 members 
Entering Unmasked Estep 
Score: -6421213.500000 Penalty: 3592.641357
	Iteration 55Q: 3 clusters Score -6421214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 62636 members 
Entering Unmasked Estep 
Score: -6421213.500000 Penalty: 3592.641357
	Iteration 56F: 3 clusters Score -6421214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (60343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60343 members 
Entering Unmasked Estep 
Score: -6050593.000000 Penalty: 1788.767456
	Iteration 0F: 2 clusters Score -6050593 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 30099 members 
Entering Unmasked Estep 
Score: -6009809.000000 Penalty: 3577.534912
	Iteration 0F: 3 clusters Score -6009809 nChanged 28740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -6026521.000000 Penalty: 3577.534912
	Iteration 1F: 3 clusters Score -6026521 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -6027122.500000 Penalty: 3577.534912
	Iteration 2Q: 3 clusters Score -6027122 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -6027794.000000 Penalty: 3577.534912
	Iteration 3Q: 3 clusters Score -6027794 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -6028724.500000 Penalty: 3577.534912
	Iteration 4Q: 3 clusters Score -6028724 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -6030142.000000 Penalty: 3577.534912
	Iteration 5Q: 3 clusters Score -6030142 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -6032334.500000 Penalty: 3577.534912
	Iteration 6F: 3 clusters Score -6032334 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -6035703.500000 Penalty: 3577.534912
	Iteration 7F: 3 clusters Score -6035704 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -6039943.000000 Penalty: 3577.534912
	Iteration 8F: 3 clusters Score -6039943 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -6043666.500000 Penalty: 3577.534912
	Iteration 9F: 3 clusters Score -6043666 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -6045907.000000 Penalty: 3577.534912
	Iteration 10Q: 3 clusters Score -6045907 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -6047202.500000 Penalty: 3577.534912
	Iteration 11Q: 3 clusters Score -6047202 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -6048082.500000 Penalty: 3577.534912
	Iteration 12Q: 3 clusters Score -6048082 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -6048721.500000 Penalty: 3577.534912
	Iteration 13Q: 3 clusters Score -6048722 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -6049160.500000 Penalty: 3577.534912
	Iteration 14Q: 3 clusters Score -6049160 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -6049454.000000 Penalty: 3577.534912
	Iteration 15Q: 3 clusters Score -6049454 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -6049677.000000 Penalty: 3577.534912
	Iteration 16Q: 3 clusters Score -6049677 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -6049785.000000 Penalty: 3577.534912
	Iteration 17Q: 3 clusters Score -6049785 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -6049862.500000 Penalty: 3577.534912
	Iteration 18Q: 3 clusters Score -6049862 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -6049918.000000 Penalty: 3577.534912
	Iteration 19Q: 3 clusters Score -6049918 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -6049936.000000 Penalty: 3577.534912
	Iteration 20F: 3 clusters Score -6049936 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -6049943.000000 Penalty: 3577.534912
	Iteration 21Q: 3 clusters Score -6049943 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -6049980.500000 Penalty: 3577.534912
	Iteration 22Q: 3 clusters Score -6049980 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51839 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -6050031.500000 Penalty: 3577.534912
	Iteration 23Q: 3 clusters Score -6050032 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51978 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -6050027.500000 Penalty: 3577.534912
	Iteration 24Q: 3 clusters Score -6050028 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -6050051.500000 Penalty: 3577.534912
	Iteration 25Q: 3 clusters Score -6050052 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -6050081.500000 Penalty: 3577.534912
	Iteration 26Q: 3 clusters Score -6050082 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -6050093.000000 Penalty: 3577.534912
	Iteration 27Q: 3 clusters Score -6050093 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -6050126.000000 Penalty: 3577.534912
	Iteration 28Q: 3 clusters Score -6050126 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -6050148.500000 Penalty: 3577.534912
	Iteration 29Q: 3 clusters Score -6050148 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -6050146.000000 Penalty: 3577.534912
	Iteration 30Q: 3 clusters Score -6050146 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -6050149.500000 Penalty: 3577.534912
	Iteration 31Q: 3 clusters Score -6050150 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -6050141.500000 Penalty: 3577.534912
	Iteration 32Q: 3 clusters Score -6050142 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -6050151.000000 Penalty: 3577.534912
	Iteration 33Q: 3 clusters Score -6050151 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -6050155.500000 Penalty: 3577.534912
	Iteration 34Q: 3 clusters Score -6050156 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -6050153.500000 Penalty: 3577.534912
	Iteration 35Q: 3 clusters Score -6050154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -6050161.500000 Penalty: 3577.534912
	Iteration 36Q: 3 clusters Score -6050162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -6050168.000000 Penalty: 3577.534912
	Iteration 37Q: 3 clusters Score -6050168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -6050183.000000 Penalty: 3577.534912
	Iteration 38Q: 3 clusters Score -6050183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -6050196.500000 Penalty: 3577.534912
	Iteration 39Q: 3 clusters Score -6050196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -6050208.000000 Penalty: 3577.534912
	Iteration 40F: 3 clusters Score -6050208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -6050214.000000 Penalty: 3577.534912
	Iteration 41Q: 3 clusters Score -6050214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -6050211.500000 Penalty: 3577.534912
	Iteration 42Q: 3 clusters Score -6050212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -6050204.500000 Penalty: 3577.534912
	Iteration 43Q: 3 clusters Score -6050204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -6050207.500000 Penalty: 3577.534912
	Iteration 44Q: 3 clusters Score -6050208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53316 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -6050228.500000 Penalty: 3577.534912
	Iteration 45Q: 3 clusters Score -6050228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -6050218.500000 Penalty: 3577.534912
	Iteration 46Q: 3 clusters Score -6050218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -6050216.500000 Penalty: 3577.534912
	Iteration 47Q: 3 clusters Score -6050216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -6050212.500000 Penalty: 3577.534912
	Iteration 48Q: 3 clusters Score -6050212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -6050210.500000 Penalty: 3577.534912
	Iteration 49Q: 3 clusters Score -6050210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -6050210.000000 Penalty: 3577.534912
	Iteration 50Q: 3 clusters Score -6050210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -6050204.500000 Penalty: 3577.534912
	Iteration 51Q: 3 clusters Score -6050204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -6050206.000000 Penalty: 3577.534912
	Iteration 52Q: 3 clusters Score -6050206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -6050208.000000 Penalty: 3577.534912
	Iteration 53Q: 3 clusters Score -6050208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -6050207.000000 Penalty: 3577.534912
	Iteration 54Q: 3 clusters Score -6050207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -6050208.000000 Penalty: 3577.534912
	Iteration 55Q: 3 clusters Score -6050208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -6050209.500000 Penalty: 3577.534912
	Iteration 56Q: 3 clusters Score -6050210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -6050210.000000 Penalty: 3577.534912
	Iteration 57Q: 3 clusters Score -6050210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -6050213.500000 Penalty: 3577.534912
	Iteration 58Q: 3 clusters Score -6050214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -6050210.500000 Penalty: 3577.534912
	Iteration 59Q: 3 clusters Score -6050210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -6050215.000000 Penalty: 3577.534912
	Iteration 60F: 3 clusters Score -6050215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -6050217.500000 Penalty: 3577.534912
	Iteration 61Q: 3 clusters Score -6050218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -6050219.000000 Penalty: 3577.534912
	Iteration 62Q: 3 clusters Score -6050219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -6050220.000000 Penalty: 3577.534912
	Iteration 63Q: 3 clusters Score -6050220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53558 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -6050216.500000 Penalty: 3577.534912
	Iteration 64Q: 3 clusters Score -6050216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53565 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -6050210.500000 Penalty: 3577.534912
	Iteration 65Q: 3 clusters Score -6050210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -6050213.000000 Penalty: 3577.534912
	Iteration 66Q: 3 clusters Score -6050213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -6050219.000000 Penalty: 3577.534912
	Iteration 67Q: 3 clusters Score -6050219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -6050216.500000 Penalty: 3577.534912
	Iteration 68Q: 3 clusters Score -6050216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -6050216.500000 Penalty: 3577.534912
	Iteration 69F: 3 clusters Score -6050216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (199476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199476 members 
Entering Unmasked Estep 
Score: -20178562.000000 Penalty: 1983.060547
	Iteration 0F: 2 clusters Score -2.017856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99672 members 
Mstep: Class 2 contains 99804 members 
Entering Unmasked Estep 
Score: -20052768.000000 Penalty: 3966.121094
	Iteration 0F: 3 clusters Score -2.005277e+07 nChanged 96629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101539 members 
Mstep: Class 2 contains 97937 members 
Entering Unmasked Estep 
Score: -20112714.000000 Penalty: 3966.121094
	Iteration 1F: 3 clusters Score -2.011271e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104006 members 
Mstep: Class 2 contains 95470 members 
Entering Unmasked Estep 
Score: -20115848.000000 Penalty: 3966.121094
	Iteration 2Q: 3 clusters Score -2.011585e+07 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108259 members 
Mstep: Class 2 contains 91217 members 
Entering Unmasked Estep 
Score: -20119860.000000 Penalty: 3966.121094
	Iteration 3Q: 3 clusters Score -2.011986e+07 nChanged 11707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114678 members 
Mstep: Class 2 contains 84798 members 
Entering Unmasked Estep 
Score: -20125752.000000 Penalty: 3966.121094
	Iteration 4F: 3 clusters Score -2.012575e+07 nChanged 13311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123403 members 
Mstep: Class 2 contains 76073 members 
Entering Unmasked Estep 
Score: -20133702.000000 Penalty: 3966.121094
	Iteration 5F: 3 clusters Score -2.01337e+07 nChanged 14240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134037 members 
Mstep: Class 2 contains 65439 members 
Entering Unmasked Estep 
Score: -20143782.000000 Penalty: 3966.121094
	Iteration 6F: 3 clusters Score -2.014378e+07 nChanged 14043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145638 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -20155272.000000 Penalty: 3966.121094
	Iteration 7F: 3 clusters Score -2.015527e+07 nChanged 11708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156002 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -20165426.000000 Penalty: 3966.121094
	Iteration 8F: 3 clusters Score -2.016543e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164140 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -20172100.000000 Penalty: 3966.121094
	Iteration 9Q: 3 clusters Score -2.01721e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169725 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -20175976.000000 Penalty: 3966.121094
	Iteration 10Q: 3 clusters Score -2.017598e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173813 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -20177792.000000 Penalty: 3966.121094
	Iteration 11Q: 3 clusters Score -2.017779e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177206 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -20178718.000000 Penalty: 3966.121094
	Iteration 12Q: 3 clusters Score -2.017872e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180095 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -20179338.000000 Penalty: 3966.121094
	Iteration 13Q: 3 clusters Score -2.017934e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182623 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -20179588.000000 Penalty: 3966.121094
	Iteration 14Q: 3 clusters Score -2.017959e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184752 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -20179788.000000 Penalty: 3966.121094
	Iteration 15Q: 3 clusters Score -2.017979e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186643 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -20180060.000000 Penalty: 3966.121094
	Iteration 16Q: 3 clusters Score -2.018006e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188312 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -20180094.000000 Penalty: 3966.121094
	Iteration 17Q: 3 clusters Score -2.018009e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189770 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -20180058.000000 Penalty: 3966.121094
	Iteration 18Q: 3 clusters Score -2.018006e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190971 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -20180060.000000 Penalty: 3966.121094
	Iteration 19Q: 3 clusters Score -2.018006e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192010 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -20180040.000000 Penalty: 3966.121094
	Iteration 20F: 3 clusters Score -2.018004e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192896 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -20180030.000000 Penalty: 3966.121094
	Iteration 21Q: 3 clusters Score -2.018003e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193598 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -20179962.000000 Penalty: 3966.121094
	Iteration 22Q: 3 clusters Score -2.017996e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194171 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -20179972.000000 Penalty: 3966.121094
	Iteration 23Q: 3 clusters Score -2.017997e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194636 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -20179874.000000 Penalty: 3966.121094
	Iteration 24Q: 3 clusters Score -2.017987e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194978 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -20179872.000000 Penalty: 3966.121094
	Iteration 25Q: 3 clusters Score -2.017987e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195248 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -20179846.000000 Penalty: 3966.121094
	Iteration 26Q: 3 clusters Score -2.017985e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195488 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -20179766.000000 Penalty: 3966.121094
	Iteration 27Q: 3 clusters Score -2.017977e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195680 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -20179744.000000 Penalty: 3966.121094
	Iteration 28Q: 3 clusters Score -2.017974e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195876 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -20179690.000000 Penalty: 3966.121094
	Iteration 29Q: 3 clusters Score -2.017969e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196055 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -20179652.000000 Penalty: 3966.121094
	Iteration 30Q: 3 clusters Score -2.017965e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196186 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -20179652.000000 Penalty: 3966.121094
	Iteration 31Q: 3 clusters Score -2.017965e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196299 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -20179570.000000 Penalty: 3966.121094
	Iteration 32Q: 3 clusters Score -2.017957e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196391 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -20179576.000000 Penalty: 3966.121094
	Iteration 33Q: 3 clusters Score -2.017958e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196458 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -20179572.000000 Penalty: 3966.121094
	Iteration 34Q: 3 clusters Score -2.017957e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196523 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -20179530.000000 Penalty: 3966.121094
	Iteration 35Q: 3 clusters Score -2.017953e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196580 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -20179530.000000 Penalty: 3966.121094
	Iteration 36Q: 3 clusters Score -2.017953e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196632 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -20179558.000000 Penalty: 3966.121094
	Iteration 37Q: 3 clusters Score -2.017956e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196677 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -20179514.000000 Penalty: 3966.121094
	Iteration 38Q: 3 clusters Score -2.017951e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196717 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -20179530.000000 Penalty: 3966.121094
	Iteration 39Q: 3 clusters Score -2.017953e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196760 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -20179538.000000 Penalty: 3966.121094
	Iteration 40F: 3 clusters Score -2.017954e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196793 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -20179534.000000 Penalty: 3966.121094
	Iteration 41Q: 3 clusters Score -2.017953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196814 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -20179526.000000 Penalty: 3966.121094
	Iteration 42Q: 3 clusters Score -2.017953e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196835 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -20179526.000000 Penalty: 3966.121094
	Iteration 43Q: 3 clusters Score -2.017953e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196850 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -20179530.000000 Penalty: 3966.121094
	Iteration 44Q: 3 clusters Score -2.017953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196862 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -20179528.000000 Penalty: 3966.121094
	Iteration 45Q: 3 clusters Score -2.017953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196871 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -20179534.000000 Penalty: 3966.121094
	Iteration 46Q: 3 clusters Score -2.017953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196880 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -20179520.000000 Penalty: 3966.121094
	Iteration 47Q: 3 clusters Score -2.017952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196881 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -20179516.000000 Penalty: 3966.121094
	Iteration 48Q: 3 clusters Score -2.017952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196885 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -20179528.000000 Penalty: 3966.121094
	Iteration 49Q: 3 clusters Score -2.017953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196889 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -20179518.000000 Penalty: 3966.121094
	Iteration 50Q: 3 clusters Score -2.017952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196892 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -20179522.000000 Penalty: 3966.121094
	Iteration 51Q: 3 clusters Score -2.017952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196895 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -20179524.000000 Penalty: 3966.121094
	Iteration 52Q: 3 clusters Score -2.017952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196896 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -20179534.000000 Penalty: 3966.121094
	Iteration 53Q: 3 clusters Score -2.017953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196898 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -20179526.000000 Penalty: 3966.121094
	Iteration 54Q: 3 clusters Score -2.017953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196903 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -20179508.000000 Penalty: 3966.121094
	Iteration 55Q: 3 clusters Score -2.017951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196907 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -20179516.000000 Penalty: 3966.121094
	Iteration 56Q: 3 clusters Score -2.017952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196912 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -20179512.000000 Penalty: 3966.121094
	Iteration 57Q: 3 clusters Score -2.017951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196918 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -20179514.000000 Penalty: 3966.121094
	Iteration 58Q: 3 clusters Score -2.017951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196923 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -20179506.000000 Penalty: 3966.121094
	Iteration 59Q: 3 clusters Score -2.017951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196926 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -20179512.000000 Penalty: 3966.121094
	Iteration 60F: 3 clusters Score -2.017951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196929 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -20179496.000000 Penalty: 3966.121094
	Iteration 61Q: 3 clusters Score -2.01795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196935 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -20179504.000000 Penalty: 3966.121094
	Iteration 62Q: 3 clusters Score -2.01795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196942 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -20179498.000000 Penalty: 3966.121094
	Iteration 63Q: 3 clusters Score -2.01795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196952 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -20179480.000000 Penalty: 3966.121094
	Iteration 64Q: 3 clusters Score -2.017948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196960 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -20179478.000000 Penalty: 3966.121094
	Iteration 65Q: 3 clusters Score -2.017948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196966 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -20179476.000000 Penalty: 3966.121094
	Iteration 66Q: 3 clusters Score -2.017948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196968 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -20179478.000000 Penalty: 3966.121094
	Iteration 67Q: 3 clusters Score -2.017948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196970 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -20179490.000000 Penalty: 3966.121094
	Iteration 68Q: 3 clusters Score -2.017949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196974 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -20179482.000000 Penalty: 3966.121094
	Iteration 69Q: 3 clusters Score -2.017948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196976 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -20179468.000000 Penalty: 3966.121094
	Iteration 70Q: 3 clusters Score -2.017947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196976 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -20179468.000000 Penalty: 3966.121094
	Iteration 71F: 3 clusters Score -2.017947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27336 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 4 contains 3115 members 
Mstep: Class 5 contains 151995 members 
Mstep: Class 6 contains 26311 members 
Mstep: Class 7 contains 6759 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 124389 members 
Mstep: Class 10 contains 4136 members 
Mstep: Class 11 contains 219534 members 
Mstep: Class 12 contains 4499 members 
Mstep: Class 13 contains 116647 members 
Mstep: Class 14 contains 199169 members 
Mstep: Class 15 contains 13846 members 
Mstep: Class 16 contains 19029 members 
Mstep: Class 17 contains 63214 members 
Mstep: Class 18 contains 60343 members 
Mstep: Class 19 contains 196976 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 1700 members 
Mstep: Class 22 contains 35174 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 2500 members 
Entering Unmasked Estep 
Score: -127836784.000000 Penalty: 54863.996094
Splitting cluster 19 changes total score from -127832464.000000 to -127836784.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 21 (1700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Entering Unmasked Estep 
Score: -181619.484375 Penalty: 1208.737305
	Iteration 0F: 2 clusters Score -181619.5 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 849 members 
Entering Unmasked Estep 
Score: -179693.453125 Penalty: 2417.474609
	Iteration 0F: 3 clusters Score -179693.5 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -180074.828125 Penalty: 2417.474609
	Iteration 1F: 3 clusters Score -180074.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -180187.750000 Penalty: 2417.474609
	Iteration 2F: 3 clusters Score -180187.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -180241.828125 Penalty: 2417.474609
	Iteration 3F: 3 clusters Score -180241.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -180275.078125 Penalty: 2417.474609
	Iteration 4Q: 3 clusters Score -180275.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -180296.562500 Penalty: 2417.474609
	Iteration 5Q: 3 clusters Score -180296.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -180306.640625 Penalty: 2417.474609
	Iteration 6Q: 3 clusters Score -180306.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -180313.937500 Penalty: 2417.474609
	Iteration 7Q: 3 clusters Score -180313.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -180320.593750 Penalty: 2417.474609
	Iteration 8Q: 3 clusters Score -180320.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -180323.515625 Penalty: 2417.474609
	Iteration 9Q: 3 clusters Score -180323.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -180324.531250 Penalty: 2417.474609
	Iteration 10Q: 3 clusters Score -180324.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -180324.765625 Penalty: 2417.474609
	Iteration 11Q: 3 clusters Score -180324.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -180324.765625 Penalty: 2417.474609
	Iteration 12F: 3 clusters Score -180324.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Entering Unmasked Estep 
Score: -3691133.250000 Penalty: 1701.060181
	Iteration 0F: 2 clusters Score -3691133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -3667559.250000 Penalty: 3402.120361
	Iteration 0F: 3 clusters Score -3667559 nChanged 16247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3676489.750000 Penalty: 3402.120361
	Iteration 1F: 3 clusters Score -3676490 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3676866.750000 Penalty: 3402.120361
	Iteration 2Q: 3 clusters Score -3676867 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -3677344.250000 Penalty: 3402.120361
	Iteration 3Q: 3 clusters Score -3677344 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -3677935.750000 Penalty: 3402.120361
	Iteration 4Q: 3 clusters Score -3677936 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -3678890.500000 Penalty: 3402.120361
	Iteration 5F: 3 clusters Score -3678890 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -3680435.000000 Penalty: 3402.120361
	Iteration 6F: 3 clusters Score -3680435 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -3682641.500000 Penalty: 3402.120361
	Iteration 7F: 3 clusters Score -3682642 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -3685228.250000 Penalty: 3402.120361
	Iteration 8F: 3 clusters Score -3685228 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -3687391.500000 Penalty: 3402.120361
	Iteration 9F: 3 clusters Score -3687392 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -3688717.000000 Penalty: 3402.120361
	Iteration 10Q: 3 clusters Score -3688717 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -3689296.250000 Penalty: 3402.120361
	Iteration 11Q: 3 clusters Score -3689296 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -3689498.250000 Penalty: 3402.120361
	Iteration 12Q: 3 clusters Score -3689498 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -3689566.000000 Penalty: 3402.120361
	Iteration 13Q: 3 clusters Score -3689566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -3689595.000000 Penalty: 3402.120361
	Iteration 14Q: 3 clusters Score -3689595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -3689614.250000 Penalty: 3402.120361
	Iteration 15Q: 3 clusters Score -3689614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -3689624.250000 Penalty: 3402.120361
	Iteration 16Q: 3 clusters Score -3689624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -3689641.000000 Penalty: 3402.120361
	Iteration 17Q: 3 clusters Score -3689641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -3689643.000000 Penalty: 3402.120361
	Iteration 18Q: 3 clusters Score -3689643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -3689646.750000 Penalty: 3402.120361
	Iteration 19Q: 3 clusters Score -3689647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -3689646.750000 Penalty: 3402.120361
	Iteration 20F: 3 clusters Score -3689647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -192059.859375 Penalty: 1211.861450
	Iteration 0F: 2 clusters Score -192059.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -190132.390625 Penalty: 2423.722900
	Iteration 0F: 3 clusters Score -190132.4 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -190489.203125 Penalty: 2423.722900
	Iteration 1F: 3 clusters Score -190489.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -190563.500000 Penalty: 2423.722900
	Iteration 2F: 3 clusters Score -190563.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -190597.093750 Penalty: 2423.722900
	Iteration 3Q: 3 clusters Score -190597.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -190618.859375 Penalty: 2423.722900
	Iteration 4Q: 3 clusters Score -190618.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -190637.828125 Penalty: 2423.722900
	Iteration 5Q: 3 clusters Score -190637.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -190655.140625 Penalty: 2423.722900
	Iteration 6Q: 3 clusters Score -190655.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -190670.281250 Penalty: 2423.722900
	Iteration 7Q: 3 clusters Score -190670.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -190678.546875 Penalty: 2423.722900
	Iteration 8Q: 3 clusters Score -190678.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -190688.843750 Penalty: 2423.722900
	Iteration 9Q: 3 clusters Score -190688.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -190699.968750 Penalty: 2423.722900
	Iteration 10Q: 3 clusters Score -190700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -190707.687500 Penalty: 2423.722900
	Iteration 11Q: 3 clusters Score -190707.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -190714.171875 Penalty: 2423.722900
	Iteration 12Q: 3 clusters Score -190714.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -190719.859375 Penalty: 2423.722900
	Iteration 13Q: 3 clusters Score -190719.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -190724.359375 Penalty: 2423.722900
	Iteration 14Q: 3 clusters Score -190724.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -190726.281250 Penalty: 2423.722900
	Iteration 15Q: 3 clusters Score -190726.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -190728.390625 Penalty: 2423.722900
	Iteration 16Q: 3 clusters Score -190728.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -190730.984375 Penalty: 2423.722900
	Iteration 17Q: 3 clusters Score -190731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -190732.218750 Penalty: 2423.722900
	Iteration 18Q: 3 clusters Score -190732.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -190733.625000 Penalty: 2423.722900
	Iteration 19Q: 3 clusters Score -190733.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -190735.265625 Penalty: 2423.722900
	Iteration 20F: 3 clusters Score -190735.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -190736.437500 Penalty: 2423.722900
	Iteration 21Q: 3 clusters Score -190736.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -190738.656250 Penalty: 2423.722900
	Iteration 22Q: 3 clusters Score -190738.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -190739.437500 Penalty: 2423.722900
	Iteration 23Q: 3 clusters Score -190739.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -190740.265625 Penalty: 2423.722900
	Iteration 24Q: 3 clusters Score -190740.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -190740.703125 Penalty: 2423.722900
	Iteration 25Q: 3 clusters Score -190740.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -190740.703125 Penalty: 2423.722900
	Iteration 26F: 3 clusters Score -190740.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 27336 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 4 contains 3115 members 
Mstep: Class 5 contains 151995 members 
Mstep: Class 6 contains 26311 members 
Mstep: Class 7 contains 6759 members 
Mstep: Class 9 contains 124389 members 
Mstep: Class 10 contains 4136 members 
Mstep: Class 11 contains 219534 members 
Mstep: Class 13 contains 116647 members 
Mstep: Class 14 contains 199169 members 
Mstep: Class 15 contains 13846 members 
Mstep: Class 16 contains 19029 members 
Mstep: Class 17 contains 63214 members 
Mstep: Class 18 contains 60343 members 
Mstep: Class 19 contains 196976 members 
Mstep: Class 21 contains 1700 members 
Mstep: Class 22 contains 35174 members 
Mstep: Class 23 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2220.497803 but Gain 2286.000000
Score: -127839768.000000 Penalty: 52577.996094
Iteration 39Q: 24 clusters Score -1.278398e+08 nChanged 19044
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 27485 members 
Mstep: Class 3 contains 1624 members 
Mstep: Class 4 contains 2977 members 
Mstep: Class 5 contains 151356 members 
Mstep: Class 6 contains 25950 members 
Mstep: Class 7 contains 6543 members 
Mstep: Class 8 contains 3818 members 
Mstep: Class 9 contains 126004 members 
Mstep: Class 10 contains 3999 members 
Mstep: Class 11 contains 218597 members 
Mstep: Class 12 contains 4499 members 
Mstep: Class 13 contains 119281 members 
Mstep: Class 14 contains 198225 members 
Mstep: Class 15 contains 14089 members 
Mstep: Class 16 contains 19196 members 
Mstep: Class 17 contains 62921 members 
Mstep: Class 18 contains 60241 members 
Mstep: Class 19 contains 196596 members 
Mstep: Class 20 contains 2619 members 
Mstep: Class 22 contains 35990 members 
Mstep: Class 23 contains 1700 members 
Mstep: Class 24 contains 2589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127847280.000000 Penalty: 52577.996094
Iteration 40F: 24 clusters Score -1.278473e+08 nChanged 16353
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 27371 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 150464 members 
Mstep: Class 6 contains 25602 members 
Mstep: Class 7 contains 6278 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 127071 members 
Mstep: Class 10 contains 3863 members 
Mstep: Class 11 contains 217356 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 13 contains 122323 members 
Mstep: Class 14 contains 196868 members 
Mstep: Class 15 contains 14352 members 
Mstep: Class 16 contains 19284 members 
Mstep: Class 17 contains 62362 members 
Mstep: Class 18 contains 59944 members 
Mstep: Class 19 contains 194150 members 
Mstep: Class 20 contains 3117 members 
Mstep: Class 22 contains 37744 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127851984.000000 Penalty: 52577.996094
Iteration 41Q: 24 clusters Score -1.27852e+08 nChanged 15132
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 27183 members 
Mstep: Class 3 contains 1950 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 149701 members 
Mstep: Class 6 contains 25299 members 
Mstep: Class 7 contains 6005 members 
Mstep: Class 8 contains 3910 members 
Mstep: Class 9 contains 128062 members 
Mstep: Class 10 contains 3747 members 
Mstep: Class 11 contains 216109 members 
Mstep: Class 12 contains 5518 members 
Mstep: Class 13 contains 125261 members 
Mstep: Class 14 contains 195861 members 
Mstep: Class 15 contains 14596 members 
Mstep: Class 16 contains 19459 members 
Mstep: Class 17 contains 61827 members 
Mstep: Class 18 contains 59562 members 
Mstep: Class 19 contains 191867 members 
Mstep: Class 20 contains 3517 members 
Mstep: Class 22 contains 39499 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 2582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2229.811523 but Gain 2286.000000
Score: -127855456.000000 Penalty: 50291.996094
Iteration 42Q: 23 clusters Score -1.278555e+08 nChanged 15510
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 27007 members 
Mstep: Class 3 contains 2078 members 
Mstep: Class 4 contains 2635 members 
Mstep: Class 5 contains 148921 members 
Mstep: Class 6 contains 24996 members 
Mstep: Class 7 contains 5723 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 128939 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 214955 members 
Mstep: Class 12 contains 5900 members 
Mstep: Class 13 contains 128218 members 
Mstep: Class 14 contains 195730 members 
Mstep: Class 15 contains 14798 members 
Mstep: Class 16 contains 19662 members 
Mstep: Class 17 contains 61322 members 
Mstep: Class 18 contains 59096 members 
Mstep: Class 19 contains 189995 members 
Mstep: Class 20 contains 3884 members 
Mstep: Class 22 contains 41763 members 
Mstep: Class 24 contains 2564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127860232.000000 Penalty: 50291.996094
Iteration 43Q: 23 clusters Score -1.278602e+08 nChanged 13813
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 26787 members 
Mstep: Class 3 contains 2185 members 
Mstep: Class 4 contains 2550 members 
Mstep: Class 5 contains 148166 members 
Mstep: Class 6 contains 24721 members 
Mstep: Class 7 contains 5438 members 
Mstep: Class 8 contains 3982 members 
Mstep: Class 9 contains 129704 members 
Mstep: Class 10 contains 3526 members 
Mstep: Class 11 contains 213845 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 131051 members 
Mstep: Class 14 contains 194751 members 
Mstep: Class 15 contains 15034 members 
Mstep: Class 16 contains 19861 members 
Mstep: Class 17 contains 60769 members 
Mstep: Class 18 contains 58621 members 
Mstep: Class 19 contains 187855 members 
Mstep: Class 20 contains 4211 members 
Mstep: Class 22 contains 43868 members 
Mstep: Class 24 contains 2540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127863128.000000 Penalty: 50291.996094
Iteration 44Q: 23 clusters Score -1.278631e+08 nChanged 13480
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 26496 members 
Mstep: Class 3 contains 2289 members 
Mstep: Class 4 contains 2462 members 
Mstep: Class 5 contains 147419 members 
Mstep: Class 6 contains 24435 members 
Mstep: Class 7 contains 5206 members 
Mstep: Class 8 contains 4013 members 
Mstep: Class 9 contains 130351 members 
Mstep: Class 10 contains 3475 members 
Mstep: Class 11 contains 212770 members 
Mstep: Class 12 contains 6477 members 
Mstep: Class 13 contains 133989 members 
Mstep: Class 14 contains 193707 members 
Mstep: Class 15 contains 15261 members 
Mstep: Class 16 contains 20062 members 
Mstep: Class 17 contains 60213 members 
Mstep: Class 18 contains 58110 members 
Mstep: Class 19 contains 185895 members 
Mstep: Class 20 contains 4498 members 
Mstep: Class 22 contains 45984 members 
Mstep: Class 24 contains 2516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127865992.000000 Penalty: 50291.996094
Iteration 45Q: 23 clusters Score -1.27866e+08 nChanged 13311
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 26084 members 
Mstep: Class 3 contains 2376 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 146715 members 
Mstep: Class 6 contains 24214 members 
Mstep: Class 7 contains 4971 members 
Mstep: Class 8 contains 4043 members 
Mstep: Class 9 contains 130897 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 211725 members 
Mstep: Class 12 contains 6728 members 
Mstep: Class 13 contains 136903 members 
Mstep: Class 14 contains 192541 members 
Mstep: Class 15 contains 15496 members 
Mstep: Class 16 contains 20262 members 
Mstep: Class 17 contains 59631 members 
Mstep: Class 18 contains 57504 members 
Mstep: Class 19 contains 184231 members 
Mstep: Class 20 contains 4792 members 
Mstep: Class 22 contains 48217 members 
Mstep: Class 24 contains 2492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127868096.000000 Penalty: 50291.996094
Iteration 46Q: 23 clusters Score -1.278681e+08 nChanged 13043
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 25621 members 
Mstep: Class 3 contains 2461 members 
Mstep: Class 4 contains 2254 members 
Mstep: Class 5 contains 146053 members 
Mstep: Class 6 contains 23948 members 
Mstep: Class 7 contains 4758 members 
Mstep: Class 8 contains 4071 members 
Mstep: Class 9 contains 131373 members 
Mstep: Class 10 contains 3364 members 
Mstep: Class 11 contains 210771 members 
Mstep: Class 12 contains 6972 members 
Mstep: Class 13 contains 139782 members 
Mstep: Class 14 contains 191369 members 
Mstep: Class 15 contains 15730 members 
Mstep: Class 16 contains 20450 members 
Mstep: Class 17 contains 58938 members 
Mstep: Class 18 contains 56939 members 
Mstep: Class 19 contains 182652 members 
Mstep: Class 20 contains 5018 members 
Mstep: Class 22 contains 50574 members 
Mstep: Class 24 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127870344.000000 Penalty: 50291.996094
Iteration 47Q: 23 clusters Score -1.278703e+08 nChanged 12781
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 25121 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 145417 members 
Mstep: Class 6 contains 23668 members 
Mstep: Class 7 contains 4550 members 
Mstep: Class 8 contains 4096 members 
Mstep: Class 9 contains 131724 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 209894 members 
Mstep: Class 12 contains 7186 members 
Mstep: Class 13 contains 142657 members 
Mstep: Class 14 contains 190079 members 
Mstep: Class 15 contains 15991 members 
Mstep: Class 16 contains 20618 members 
Mstep: Class 17 contains 58249 members 
Mstep: Class 18 contains 56354 members 
Mstep: Class 19 contains 181158 members 
Mstep: Class 20 contains 5226 members 
Mstep: Class 22 contains 53083 members 
Mstep: Class 24 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127873104.000000 Penalty: 50291.996094
Iteration 48Q: 23 clusters Score -1.278731e+08 nChanged 12731
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 24573 members 
Mstep: Class 3 contains 2626 members 
Mstep: Class 4 contains 2046 members 
Mstep: Class 5 contains 144735 members 
Mstep: Class 6 contains 23454 members 
Mstep: Class 7 contains 4347 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 132021 members 
Mstep: Class 10 contains 3222 members 
Mstep: Class 11 contains 209085 members 
Mstep: Class 12 contains 7386 members 
Mstep: Class 13 contains 145549 members 
Mstep: Class 14 contains 188696 members 
Mstep: Class 15 contains 16312 members 
Mstep: Class 16 contains 20795 members 
Mstep: Class 17 contains 57517 members 
Mstep: Class 18 contains 55748 members 
Mstep: Class 19 contains 179749 members 
Mstep: Class 20 contains 5410 members 
Mstep: Class 22 contains 55703 members 
Mstep: Class 24 contains 2422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127875752.000000 Penalty: 50291.996094
Iteration 49Q: 23 clusters Score -1.278758e+08 nChanged 12603
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 23971 members 
Mstep: Class 3 contains 2692 members 
Mstep: Class 4 contains 1966 members 
Mstep: Class 5 contains 144016 members 
Mstep: Class 6 contains 23322 members 
Mstep: Class 7 contains 4187 members 
Mstep: Class 8 contains 4144 members 
Mstep: Class 9 contains 132131 members 
Mstep: Class 10 contains 3141 members 
Mstep: Class 11 contains 208419 members 
Mstep: Class 12 contains 7567 members 
Mstep: Class 13 contains 148434 members 
Mstep: Class 14 contains 187324 members 
Mstep: Class 15 contains 16645 members 
Mstep: Class 16 contains 20953 members 
Mstep: Class 17 contains 56828 members 
Mstep: Class 18 contains 55130 members 
Mstep: Class 19 contains 178215 members 
Mstep: Class 20 contains 5573 members 
Mstep: Class 22 contains 58451 members 
Mstep: Class 24 contains 2386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127878648.000000 Penalty: 50291.996094
Iteration 50Q: 23 clusters Score -1.278786e+08 nChanged 12529
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 23302 members 
Mstep: Class 3 contains 2754 members 
Mstep: Class 4 contains 1883 members 
Mstep: Class 5 contains 143267 members 
Mstep: Class 6 contains 23254 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 4160 members 
Mstep: Class 9 contains 132102 members 
Mstep: Class 10 contains 3077 members 
Mstep: Class 11 contains 207878 members 
Mstep: Class 12 contains 7758 members 
Mstep: Class 13 contains 151199 members 
Mstep: Class 14 contains 185950 members 
Mstep: Class 15 contains 17007 members 
Mstep: Class 16 contains 21093 members 
Mstep: Class 17 contains 56167 members 
Mstep: Class 18 contains 54509 members 
Mstep: Class 19 contains 176679 members 
Mstep: Class 20 contains 5703 members 
Mstep: Class 22 contains 61351 members 
Mstep: Class 24 contains 2341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2218.129150 but Gain 2286.000000
Score: -127881496.000000 Penalty: 48005.996094
Iteration 51Q: 22 clusters Score -1.278815e+08 nChanged 14526
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 22515 members 
Mstep: Class 3 contains 2817 members 
Mstep: Class 5 contains 142581 members 
Mstep: Class 6 contains 23431 members 
Mstep: Class 7 contains 3923 members 
Mstep: Class 8 contains 4171 members 
Mstep: Class 9 contains 132084 members 
Mstep: Class 10 contains 3019 members 
Mstep: Class 11 contains 207440 members 
Mstep: Class 12 contains 7954 members 
Mstep: Class 13 contains 154879 members 
Mstep: Class 14 contains 184592 members 
Mstep: Class 15 contains 17370 members 
Mstep: Class 16 contains 21261 members 
Mstep: Class 17 contains 55514 members 
Mstep: Class 18 contains 54021 members 
Mstep: Class 19 contains 175376 members 
Mstep: Class 20 contains 5811 members 
Mstep: Class 22 contains 64415 members 
Mstep: Class 24 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127886560.000000 Penalty: 48005.996094
Iteration 52Q: 22 clusters Score -1.278866e+08 nChanged 13252
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 21725 members 
Mstep: Class 3 contains 2871 members 
Mstep: Class 5 contains 141792 members 
Mstep: Class 6 contains 23528 members 
Mstep: Class 7 contains 3767 members 
Mstep: Class 8 contains 4180 members 
Mstep: Class 9 contains 131745 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 206922 members 
Mstep: Class 12 contains 8150 members 
Mstep: Class 13 contains 157845 members 
Mstep: Class 14 contains 183224 members 
Mstep: Class 15 contains 17712 members 
Mstep: Class 16 contains 21427 members 
Mstep: Class 17 contains 54791 members 
Mstep: Class 18 contains 53270 members 
Mstep: Class 19 contains 173984 members 
Mstep: Class 20 contains 5911 members 
Mstep: Class 22 contains 67423 members 
Mstep: Class 24 contains 2251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127887672.000000 Penalty: 48005.996094
Iteration 53Q: 22 clusters Score -1.278877e+08 nChanged 13317
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 20839 members 
Mstep: Class 3 contains 2908 members 
Mstep: Class 5 contains 141024 members 
Mstep: Class 6 contains 23755 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 4190 members 
Mstep: Class 9 contains 131300 members 
Mstep: Class 10 contains 2858 members 
Mstep: Class 11 contains 206520 members 
Mstep: Class 12 contains 8356 members 
Mstep: Class 13 contains 160561 members 
Mstep: Class 14 contains 181747 members 
Mstep: Class 15 contains 18092 members 
Mstep: Class 16 contains 21574 members 
Mstep: Class 17 contains 54089 members 
Mstep: Class 18 contains 52617 members 
Mstep: Class 19 contains 172643 members 
Mstep: Class 20 contains 5991 members 
Mstep: Class 22 contains 70572 members 
Mstep: Class 24 contains 2195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127889440.000000 Penalty: 48005.996094
Iteration 54Q: 22 clusters Score -1.278894e+08 nChanged 13436
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 19935 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 5 contains 140286 members 
Mstep: Class 6 contains 24112 members 
Mstep: Class 7 contains 3478 members 
Mstep: Class 8 contains 4205 members 
Mstep: Class 9 contains 130748 members 
Mstep: Class 10 contains 2758 members 
Mstep: Class 11 contains 206103 members 
Mstep: Class 12 contains 8538 members 
Mstep: Class 13 contains 163243 members 
Mstep: Class 14 contains 180320 members 
Mstep: Class 15 contains 18453 members 
Mstep: Class 16 contains 21711 members 
Mstep: Class 17 contains 53387 members 
Mstep: Class 18 contains 51970 members 
Mstep: Class 19 contains 171272 members 
Mstep: Class 20 contains 6083 members 
Mstep: Class 22 contains 73751 members 
Mstep: Class 24 contains 2139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127891440.000000 Penalty: 48005.996094
Iteration 55Q: 22 clusters Score -1.278914e+08 nChanged 13135
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 18959 members 
Mstep: Class 3 contains 2973 members 
Mstep: Class 5 contains 139629 members 
Mstep: Class 6 contains 24497 members 
Mstep: Class 7 contains 3376 members 
Mstep: Class 8 contains 4216 members 
Mstep: Class 9 contains 130145 members 
Mstep: Class 10 contains 2634 members 
Mstep: Class 11 contains 205795 members 
Mstep: Class 12 contains 8702 members 
Mstep: Class 13 contains 165560 members 
Mstep: Class 14 contains 179015 members 
Mstep: Class 15 contains 18756 members 
Mstep: Class 16 contains 21875 members 
Mstep: Class 17 contains 52775 members 
Mstep: Class 18 contains 51285 members 
Mstep: Class 19 contains 170108 members 
Mstep: Class 20 contains 6140 members 
Mstep: Class 22 contains 76905 members 
Mstep: Class 24 contains 2077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127893544.000000 Penalty: 48005.996094
Iteration 56Q: 22 clusters Score -1.278935e+08 nChanged 12805
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17975 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 5 contains 138990 members 
Mstep: Class 6 contains 25006 members 
Mstep: Class 7 contains 3282 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 129430 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 205470 members 
Mstep: Class 12 contains 8831 members 
Mstep: Class 13 contains 167662 members 
Mstep: Class 14 contains 177768 members 
Mstep: Class 15 contains 18968 members 
Mstep: Class 16 contains 22037 members 
Mstep: Class 17 contains 52286 members 
Mstep: Class 18 contains 50663 members 
Mstep: Class 19 contains 169026 members 
Mstep: Class 20 contains 6221 members 
Mstep: Class 22 contains 80032 members 
Mstep: Class 24 contains 2019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127895376.000000 Penalty: 48005.996094
Iteration 57Q: 22 clusters Score -1.278954e+08 nChanged 12563
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 16945 members 
Mstep: Class 3 contains 3026 members 
Mstep: Class 5 contains 138409 members 
Mstep: Class 6 contains 25507 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 4230 members 
Mstep: Class 9 contains 128710 members 
Mstep: Class 10 contains 2435 members 
Mstep: Class 11 contains 205203 members 
Mstep: Class 12 contains 8949 members 
Mstep: Class 13 contains 169553 members 
Mstep: Class 14 contains 176641 members 
Mstep: Class 15 contains 19158 members 
Mstep: Class 16 contains 22199 members 
Mstep: Class 17 contains 51790 members 
Mstep: Class 18 contains 50143 members 
Mstep: Class 19 contains 167935 members 
Mstep: Class 20 contains 6292 members 
Mstep: Class 22 contains 83116 members 
Mstep: Class 24 contains 1969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127896720.000000 Penalty: 48005.996094
Iteration 58Q: 22 clusters Score -1.278967e+08 nChanged 12038
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 15960 members 
Mstep: Class 3 contains 3058 members 
Mstep: Class 5 contains 137958 members 
Mstep: Class 6 contains 26049 members 
Mstep: Class 7 contains 3151 members 
Mstep: Class 8 contains 4227 members 
Mstep: Class 9 contains 127960 members 
Mstep: Class 10 contains 2343 members 
Mstep: Class 11 contains 204991 members 
Mstep: Class 12 contains 9068 members 
Mstep: Class 13 contains 171089 members 
Mstep: Class 14 contains 175618 members 
Mstep: Class 15 contains 19317 members 
Mstep: Class 16 contains 22348 members 
Mstep: Class 17 contains 51393 members 
Mstep: Class 18 contains 49617 members 
Mstep: Class 19 contains 166821 members 
Mstep: Class 20 contains 6364 members 
Mstep: Class 22 contains 86165 members 
Mstep: Class 24 contains 1914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127897944.000000 Penalty: 48005.996094
Iteration 59Q: 22 clusters Score -1.278979e+08 nChanged 11823
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 14966 members 
Mstep: Class 3 contains 3083 members 
Mstep: Class 5 contains 137558 members 
Mstep: Class 6 contains 26601 members 
Mstep: Class 7 contains 3094 members 
Mstep: Class 8 contains 4231 members 
Mstep: Class 9 contains 127182 members 
Mstep: Class 10 contains 2262 members 
Mstep: Class 11 contains 204868 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 172439 members 
Mstep: Class 14 contains 174601 members 
Mstep: Class 15 contains 19469 members 
Mstep: Class 16 contains 22471 members 
Mstep: Class 17 contains 51110 members 
Mstep: Class 18 contains 49120 members 
Mstep: Class 19 contains 165852 members 
Mstep: Class 20 contains 6419 members 
Mstep: Class 22 contains 89066 members 
Mstep: Class 24 contains 1852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127900136.000000 Penalty: 48005.996094
Iteration 60F: 22 clusters Score -1.279001e+08 nChanged 12811
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 14015 members 
Mstep: Class 3 contains 3104 members 
Mstep: Class 5 contains 137278 members 
Mstep: Class 6 contains 27327 members 
Mstep: Class 7 contains 3045 members 
Mstep: Class 8 contains 4236 members 
Mstep: Class 9 contains 126535 members 
Mstep: Class 10 contains 2201 members 
Mstep: Class 11 contains 204602 members 
Mstep: Class 12 contains 9263 members 
Mstep: Class 13 contains 173511 members 
Mstep: Class 14 contains 173066 members 
Mstep: Class 15 contains 19572 members 
Mstep: Class 16 contains 22589 members 
Mstep: Class 17 contains 50890 members 
Mstep: Class 18 contains 48656 members 
Mstep: Class 19 contains 164004 members 
Mstep: Class 20 contains 6481 members 
Mstep: Class 22 contains 93251 members 
Mstep: Class 24 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127902288.000000 Penalty: 48005.996094
Iteration 61Q: 22 clusters Score -1.279023e+08 nChanged 13742
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 13023 members 
Mstep: Class 3 contains 3124 members 
Mstep: Class 5 contains 137068 members 
Mstep: Class 6 contains 28137 members 
Mstep: Class 7 contains 3006 members 
Mstep: Class 8 contains 4234 members 
Mstep: Class 9 contains 125976 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 204285 members 
Mstep: Class 12 contains 9375 members 
Mstep: Class 13 contains 174343 members 
Mstep: Class 14 contains 171363 members 
Mstep: Class 15 contains 19642 members 
Mstep: Class 16 contains 22681 members 
Mstep: Class 17 contains 50701 members 
Mstep: Class 18 contains 48256 members 
Mstep: Class 19 contains 162303 members 
Mstep: Class 20 contains 6529 members 
Mstep: Class 22 contains 97549 members 
Mstep: Class 24 contains 1660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127905064.000000 Penalty: 48005.996094
Iteration 62Q: 22 clusters Score -1.279051e+08 nChanged 14044
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12006 members 
Mstep: Class 3 contains 3143 members 
Mstep: Class 5 contains 136960 members 
Mstep: Class 6 contains 29046 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 4232 members 
Mstep: Class 9 contains 125473 members 
Mstep: Class 10 contains 2067 members 
Mstep: Class 11 contains 203949 members 
Mstep: Class 12 contains 9484 members 
Mstep: Class 13 contains 174874 members 
Mstep: Class 14 contains 169330 members 
Mstep: Class 15 contains 19679 members 
Mstep: Class 16 contains 22768 members 
Mstep: Class 17 contains 50589 members 
Mstep: Class 18 contains 47894 members 
Mstep: Class 19 contains 160708 members 
Mstep: Class 20 contains 6560 members 
Mstep: Class 22 contains 102054 members 
Mstep: Class 24 contains 1584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127906416.000000 Penalty: 48005.996094
Iteration 63Q: 22 clusters Score -1.279064e+08 nChanged 14455
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 11028 members 
Mstep: Class 3 contains 3164 members 
Mstep: Class 5 contains 136913 members 
Mstep: Class 6 contains 30073 members 
Mstep: Class 7 contains 2943 members 
Mstep: Class 8 contains 4231 members 
Mstep: Class 9 contains 125122 members 
Mstep: Class 10 contains 1985 members 
Mstep: Class 11 contains 203543 members 
Mstep: Class 12 contains 9607 members 
Mstep: Class 13 contains 175165 members 
Mstep: Class 14 contains 166934 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 22849 members 
Mstep: Class 17 contains 50543 members 
Mstep: Class 18 contains 47543 members 
Mstep: Class 19 contains 159157 members 
Mstep: Class 20 contains 6565 members 
Mstep: Class 22 contains 106815 members 
Mstep: Class 24 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127909288.000000 Penalty: 48005.996094
Iteration 64Q: 22 clusters Score -1.279093e+08 nChanged 14481
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10050 members 
Mstep: Class 3 contains 3177 members 
Mstep: Class 5 contains 136963 members 
Mstep: Class 6 contains 31183 members 
Mstep: Class 7 contains 2918 members 
Mstep: Class 8 contains 4229 members 
Mstep: Class 9 contains 124865 members 
Mstep: Class 10 contains 1897 members 
Mstep: Class 11 contains 203139 members 
Mstep: Class 12 contains 9745 members 
Mstep: Class 13 contains 175234 members 
Mstep: Class 14 contains 164303 members 
Mstep: Class 15 contains 19686 members 
Mstep: Class 16 contains 22916 members 
Mstep: Class 17 contains 50547 members 
Mstep: Class 18 contains 47211 members 
Mstep: Class 19 contains 157613 members 
Mstep: Class 20 contains 6532 members 
Mstep: Class 22 contains 111710 members 
Mstep: Class 24 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127911976.000000 Penalty: 48005.996094
Iteration 65Q: 22 clusters Score -1.27912e+08 nChanged 14285
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 5 contains 137103 members 
Mstep: Class 6 contains 32305 members 
Mstep: Class 7 contains 2883 members 
Mstep: Class 8 contains 4230 members 
Mstep: Class 9 contains 124651 members 
Mstep: Class 10 contains 1811 members 
Mstep: Class 11 contains 202747 members 
Mstep: Class 12 contains 9873 members 
Mstep: Class 13 contains 175113 members 
Mstep: Class 14 contains 161440 members 
Mstep: Class 15 contains 19654 members 
Mstep: Class 16 contains 22963 members 
Mstep: Class 17 contains 50616 members 
Mstep: Class 18 contains 46928 members 
Mstep: Class 19 contains 156179 members 
Mstep: Class 20 contains 6453 members 
Mstep: Class 22 contains 116688 members 
Mstep: Class 24 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127914320.000000 Penalty: 48005.996094
Iteration 66Q: 22 clusters Score -1.279143e+08 nChanged 13929
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8295 members 
Mstep: Class 3 contains 3206 members 
Mstep: Class 5 contains 137261 members 
Mstep: Class 6 contains 33530 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 4242 members 
Mstep: Class 9 contains 124474 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 202225 members 
Mstep: Class 12 contains 10005 members 
Mstep: Class 13 contains 174746 members 
Mstep: Class 14 contains 158392 members 
Mstep: Class 15 contains 19598 members 
Mstep: Class 16 contains 23005 members 
Mstep: Class 17 contains 50701 members 
Mstep: Class 18 contains 46683 members 
Mstep: Class 19 contains 154980 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 22 contains 121678 members 
Mstep: Class 24 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 2236.597656 but Gain 2286.000000
Score: -127916728.000000 Penalty: 45719.996094
Iteration 67Q: 21 clusters Score -1.279167e+08 nChanged 14764
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 3256 members 
Mstep: Class 5 contains 137456 members 
Mstep: Class 6 contains 34775 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 4246 members 
Mstep: Class 9 contains 124327 members 
Mstep: Class 10 contains 1715 members 
Mstep: Class 11 contains 201596 members 
Mstep: Class 12 contains 10110 members 
Mstep: Class 13 contains 174352 members 
Mstep: Class 14 contains 155379 members 
Mstep: Class 15 contains 19533 members 
Mstep: Class 16 contains 23048 members 
Mstep: Class 17 contains 50827 members 
Mstep: Class 18 contains 46611 members 
Mstep: Class 19 contains 154578 members 
Mstep: Class 20 contains 6587 members 
Mstep: Class 22 contains 126615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127921064.000000 Penalty: 45719.996094
Iteration 68Q: 21 clusters Score -1.279211e+08 nChanged 13237
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6618 members 
Mstep: Class 3 contains 3282 members 
Mstep: Class 5 contains 137685 members 
Mstep: Class 6 contains 36116 members 
Mstep: Class 7 contains 2793 members 
Mstep: Class 8 contains 4255 members 
Mstep: Class 9 contains 124248 members 
Mstep: Class 10 contains 1648 members 
Mstep: Class 11 contains 200868 members 
Mstep: Class 12 contains 10229 members 
Mstep: Class 13 contains 173782 members 
Mstep: Class 14 contains 152222 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 16 contains 23081 members 
Mstep: Class 17 contains 50898 members 
Mstep: Class 18 contains 46436 members 
Mstep: Class 19 contains 153906 members 
Mstep: Class 20 contains 6492 members 
Mstep: Class 22 contains 131255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2284.621338 but Gain 2286.000000
Score: -127924080.000000 Penalty: 43433.996094
Iteration 69Q: 20 clusters Score -1.279241e+08 nChanged 13756
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5883 members 
Mstep: Class 3 contains 3308 members 
Mstep: Class 5 contains 137946 members 
Mstep: Class 6 contains 37506 members 
Mstep: Class 7 contains 2754 members 
Mstep: Class 8 contains 4257 members 
Mstep: Class 9 contains 124326 members 
Mstep: Class 11 contains 200370 members 
Mstep: Class 12 contains 10351 members 
Mstep: Class 13 contains 173242 members 
Mstep: Class 14 contains 149259 members 
Mstep: Class 15 contains 19354 members 
Mstep: Class 16 contains 23100 members 
Mstep: Class 17 contains 51014 members 
Mstep: Class 18 contains 46225 members 
Mstep: Class 19 contains 154220 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 22 contains 135730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127927168.000000 Penalty: 43433.996094
Iteration 70Q: 20 clusters Score -1.279272e+08 nChanged 11598
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5081 members 
Mstep: Class 3 contains 3327 members 
Mstep: Class 5 contains 138110 members 
Mstep: Class 6 contains 38918 members 
Mstep: Class 7 contains 2705 members 
Mstep: Class 8 contains 4260 members 
Mstep: Class 9 contains 124212 members 
Mstep: Class 11 contains 199567 members 
Mstep: Class 12 contains 10437 members 
Mstep: Class 13 contains 172619 members 
Mstep: Class 14 contains 146296 members 
Mstep: Class 15 contains 19261 members 
Mstep: Class 16 contains 23133 members 
Mstep: Class 17 contains 51026 members 
Mstep: Class 18 contains 45990 members 
Mstep: Class 19 contains 154108 members 
Mstep: Class 20 contains 6288 members 
Mstep: Class 22 contains 139885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127929016.000000 Penalty: 43433.996094
Iteration 71Q: 20 clusters Score -1.27929e+08 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4376 members 
Mstep: Class 3 contains 3348 members 
Mstep: Class 5 contains 138299 members 
Mstep: Class 6 contains 40440 members 
Mstep: Class 7 contains 2660 members 
Mstep: Class 8 contains 4258 members 
Mstep: Class 9 contains 124105 members 
Mstep: Class 11 contains 198697 members 
Mstep: Class 12 contains 10523 members 
Mstep: Class 13 contains 171968 members 
Mstep: Class 14 contains 143726 members 
Mstep: Class 15 contains 19132 members 
Mstep: Class 16 contains 23153 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 45763 members 
Mstep: Class 19 contains 154044 members 
Mstep: Class 20 contains 6161 members 
Mstep: Class 22 contains 143515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127930920.000000 Penalty: 43433.996094
Iteration 72Q: 20 clusters Score -1.279309e+08 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 5 contains 138548 members 
Mstep: Class 6 contains 41862 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 4260 members 
Mstep: Class 9 contains 124052 members 
Mstep: Class 11 contains 197798 members 
Mstep: Class 12 contains 10590 members 
Mstep: Class 13 contains 171427 members 
Mstep: Class 14 contains 141327 members 
Mstep: Class 15 contains 19034 members 
Mstep: Class 16 contains 23140 members 
Mstep: Class 17 contains 51105 members 
Mstep: Class 18 contains 45499 members 
Mstep: Class 19 contains 154005 members 
Mstep: Class 20 contains 6037 members 
Mstep: Class 22 contains 146778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127932512.000000 Penalty: 43433.996094
Iteration 73Q: 20 clusters Score -1.279325e+08 nChanged 10489
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3233 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 5 contains 138792 members 
Mstep: Class 6 contains 43312 members 
Mstep: Class 7 contains 2579 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 124043 members 
Mstep: Class 11 contains 196738 members 
Mstep: Class 12 contains 10659 members 
Mstep: Class 13 contains 171127 members 
Mstep: Class 14 contains 138232 members 
Mstep: Class 15 contains 18909 members 
Mstep: Class 16 contains 23147 members 
Mstep: Class 17 contains 51156 members 
Mstep: Class 18 contains 45183 members 
Mstep: Class 19 contains 154078 members 
Mstep: Class 20 contains 5936 members 
Mstep: Class 22 contains 150412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127934248.000000 Penalty: 43433.996094
Iteration 74Q: 20 clusters Score -1.279342e+08 nChanged 11057
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2824 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 5 contains 139025 members 
Mstep: Class 6 contains 44799 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 124142 members 
Mstep: Class 11 contains 195549 members 
Mstep: Class 12 contains 10750 members 
Mstep: Class 13 contains 171017 members 
Mstep: Class 14 contains 134621 members 
Mstep: Class 15 contains 18754 members 
Mstep: Class 16 contains 23153 members 
Mstep: Class 17 contains 51232 members 
Mstep: Class 18 contains 44861 members 
Mstep: Class 19 contains 154194 members 
Mstep: Class 20 contains 5849 members 
Mstep: Class 22 contains 154200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127934896.000000 Penalty: 43433.996094
Iteration 75Q: 20 clusters Score -1.279349e+08 nChanged 11401
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2493 members 
Mstep: Class 3 contains 3427 members 
Mstep: Class 5 contains 139305 members 
Mstep: Class 6 contains 46329 members 
Mstep: Class 7 contains 2504 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 124301 members 
Mstep: Class 11 contains 194227 members 
Mstep: Class 12 contains 10848 members 
Mstep: Class 13 contains 171005 members 
Mstep: Class 14 contains 130572 members 
Mstep: Class 15 contains 18595 members 
Mstep: Class 16 contains 23162 members 
Mstep: Class 17 contains 51323 members 
Mstep: Class 18 contains 44536 members 
Mstep: Class 19 contains 154359 members 
Mstep: Class 20 contains 5785 members 
Mstep: Class 22 contains 158143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127934432.000000 Penalty: 43433.996094
Iteration 76Q: 20 clusters Score -1.279344e+08 nChanged 11541
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2200 members 
Mstep: Class 3 contains 3445 members 
Mstep: Class 5 contains 139563 members 
Mstep: Class 6 contains 47920 members 
Mstep: Class 7 contains 2479 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 124490 members 
Mstep: Class 11 contains 192926 members 
Mstep: Class 12 contains 10950 members 
Mstep: Class 13 contains 171152 members 
Mstep: Class 14 contains 126360 members 
Mstep: Class 15 contains 18452 members 
Mstep: Class 16 contains 23153 members 
Mstep: Class 17 contains 51414 members 
Mstep: Class 18 contains 44206 members 
Mstep: Class 19 contains 154553 members 
Mstep: Class 20 contains 5731 members 
Mstep: Class 22 contains 161915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127934168.000000 Penalty: 43433.996094
Iteration 77Q: 20 clusters Score -1.279342e+08 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1974 members 
Mstep: Class 3 contains 3459 members 
Mstep: Class 5 contains 139831 members 
Mstep: Class 6 contains 49576 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 124795 members 
Mstep: Class 11 contains 191654 members 
Mstep: Class 12 contains 11058 members 
Mstep: Class 13 contains 171300 members 
Mstep: Class 14 contains 122100 members 
Mstep: Class 15 contains 18318 members 
Mstep: Class 16 contains 23143 members 
Mstep: Class 17 contains 51538 members 
Mstep: Class 18 contains 43848 members 
Mstep: Class 19 contains 154677 members 
Mstep: Class 20 contains 5688 members 
Mstep: Class 22 contains 165493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2250.764404 but Gain 2286.000000
Score: -127933936.000000 Penalty: 41147.996094
Iteration 78Q: 19 clusters Score -1.279339e+08 nChanged 13103
Entering ConstructFrom: 
Score: -127933936.000000 Penalty: 41147.996094
Entering ConstructFrom: 
Trying to split cluster 1 (1661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Entering Unmasked Estep 
Score: -144125.609375 Penalty: 1204.965942
	Iteration 0F: 2 clusters Score -144125.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -142306.640625 Penalty: 2409.931885
	Iteration 0F: 3 clusters Score -142306.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -142887.750000 Penalty: 2409.931885
	Iteration 1F: 3 clusters Score -142887.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -143101.718750 Penalty: 2409.931885
	Iteration 2F: 3 clusters Score -143101.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -143213.562500 Penalty: 2409.931885
	Iteration 3F: 3 clusters Score -143213.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -143295.765625 Penalty: 2409.931885
	Iteration 4Q: 3 clusters Score -143295.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -143342.312500 Penalty: 2409.931885
	Iteration 5Q: 3 clusters Score -143342.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -143378.593750 Penalty: 2409.931885
	Iteration 6Q: 3 clusters Score -143378.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -143399.593750 Penalty: 2409.931885
	Iteration 7Q: 3 clusters Score -143399.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -143412.203125 Penalty: 2409.931885
	Iteration 8Q: 3 clusters Score -143412.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -143417.421875 Penalty: 2409.931885
	Iteration 9Q: 3 clusters Score -143417.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -143423.750000 Penalty: 2409.931885
	Iteration 10Q: 3 clusters Score -143423.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -143428.250000 Penalty: 2409.931885
	Iteration 11Q: 3 clusters Score -143428.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -143432.328125 Penalty: 2409.931885
	Iteration 12Q: 3 clusters Score -143432.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -143435.812500 Penalty: 2409.931885
	Iteration 13Q: 3 clusters Score -143435.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -143439.140625 Penalty: 2409.931885
	Iteration 14Q: 3 clusters Score -143439.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -143442.421875 Penalty: 2409.931885
	Iteration 15Q: 3 clusters Score -143442.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -143445.296875 Penalty: 2409.931885
	Iteration 16Q: 3 clusters Score -143445.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -143447.843750 Penalty: 2409.931885
	Iteration 17Q: 3 clusters Score -143447.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -143451.078125 Penalty: 2409.931885
	Iteration 18Q: 3 clusters Score -143451.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -143453.140625 Penalty: 2409.931885
	Iteration 19Q: 3 clusters Score -143453.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -143454.265625 Penalty: 2409.931885
	Iteration 20F: 3 clusters Score -143454.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -143454.625000 Penalty: 2409.931885
	Iteration 21Q: 3 clusters Score -143454.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -143454.625000 Penalty: 2409.931885
	Iteration 22F: 3 clusters Score -143454.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Entering Unmasked Estep 
Score: -322152.406250 Penalty: 1325.059570
	Iteration 0F: 2 clusters Score -322152.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -319203.593750 Penalty: 2650.119141
	Iteration 0F: 3 clusters Score -319203.6 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -319957.968750 Penalty: 2650.119141
	Iteration 1F: 3 clusters Score -319958 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -320114.687500 Penalty: 2650.119141
	Iteration 2F: 3 clusters Score -320114.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -320231.093750 Penalty: 2650.119141
	Iteration 3F: 3 clusters Score -320231.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -320315.312500 Penalty: 2650.119141
	Iteration 4Q: 3 clusters Score -320315.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -320376.625000 Penalty: 2650.119141
	Iteration 5Q: 3 clusters Score -320376.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -320423.187500 Penalty: 2650.119141
	Iteration 6Q: 3 clusters Score -320423.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -320458.593750 Penalty: 2650.119141
	Iteration 7Q: 3 clusters Score -320458.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -320492.562500 Penalty: 2650.119141
	Iteration 8Q: 3 clusters Score -320492.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -320535.281250 Penalty: 2650.119141
	Iteration 9Q: 3 clusters Score -320535.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -320577.937500 Penalty: 2650.119141
	Iteration 10Q: 3 clusters Score -320577.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -320636.968750 Penalty: 2650.119141
	Iteration 11Q: 3 clusters Score -320637 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -320707.125000 Penalty: 2650.119141
	Iteration 12Q: 3 clusters Score -320707.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -320788.000000 Penalty: 2650.119141
	Iteration 13Q: 3 clusters Score -320788 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -320868.218750 Penalty: 2650.119141
	Iteration 14Q: 3 clusters Score -320868.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -320954.468750 Penalty: 2650.119141
	Iteration 15Q: 3 clusters Score -320954.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -321036.343750 Penalty: 2650.119141
	Iteration 16Q: 3 clusters Score -321036.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -321137.000000 Penalty: 2650.119141
	Iteration 17Q: 3 clusters Score -321137 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -321217.906250 Penalty: 2650.119141
	Iteration 18Q: 3 clusters Score -321217.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -321275.656250 Penalty: 2650.119141
	Iteration 19Q: 3 clusters Score -321275.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -321336.187500 Penalty: 2650.119141
	Iteration 20F: 3 clusters Score -321336.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -321414.250000 Penalty: 2650.119141
	Iteration 21Q: 3 clusters Score -321414.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -321480.375000 Penalty: 2650.119141
	Iteration 22Q: 3 clusters Score -321480.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -321523.406250 Penalty: 2650.119141
	Iteration 23Q: 3 clusters Score -321523.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -321565.687500 Penalty: 2650.119141
	Iteration 24Q: 3 clusters Score -321565.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -321602.812500 Penalty: 2650.119141
	Iteration 25Q: 3 clusters Score -321602.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -321626.718750 Penalty: 2650.119141
	Iteration 26Q: 3 clusters Score -321626.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -321640.187500 Penalty: 2650.119141
	Iteration 27Q: 3 clusters Score -321640.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -321648.906250 Penalty: 2650.119141
	Iteration 28Q: 3 clusters Score -321648.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -321659.593750 Penalty: 2650.119141
	Iteration 29Q: 3 clusters Score -321659.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -321667.968750 Penalty: 2650.119141
	Iteration 30Q: 3 clusters Score -321668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -321670.937500 Penalty: 2650.119141
	Iteration 31Q: 3 clusters Score -321670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -321672.218750 Penalty: 2650.119141
	Iteration 32Q: 3 clusters Score -321672.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -321672.937500 Penalty: 2650.119141
	Iteration 33Q: 3 clusters Score -321672.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -321674.218750 Penalty: 2650.119141
	Iteration 34Q: 3 clusters Score -321674.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -321673.781250 Penalty: 2650.119141
	Iteration 35Q: 3 clusters Score -321673.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -321675.281250 Penalty: 2650.119141
	Iteration 36Q: 3 clusters Score -321675.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -321677.093750 Penalty: 2650.119141
	Iteration 37Q: 3 clusters Score -321677.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -321676.781250 Penalty: 2650.119141
	Iteration 38Q: 3 clusters Score -321676.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -321679.218750 Penalty: 2650.119141
	Iteration 39Q: 3 clusters Score -321679.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -321682.031250 Penalty: 2650.119141
	Iteration 40F: 3 clusters Score -321682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -321684.437500 Penalty: 2650.119141
	Iteration 41Q: 3 clusters Score -321684.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -321686.093750 Penalty: 2650.119141
	Iteration 42Q: 3 clusters Score -321686.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -321693.437500 Penalty: 2650.119141
	Iteration 43Q: 3 clusters Score -321693.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -321704.312500 Penalty: 2650.119141
	Iteration 44Q: 3 clusters Score -321704.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -321711.500000 Penalty: 2650.119141
	Iteration 45Q: 3 clusters Score -321711.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -321714.593750 Penalty: 2650.119141
	Iteration 46Q: 3 clusters Score -321714.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -321719.062500 Penalty: 2650.119141
	Iteration 47Q: 3 clusters Score -321719.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -321727.218750 Penalty: 2650.119141
	Iteration 48Q: 3 clusters Score -321727.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -321730.593750 Penalty: 2650.119141
	Iteration 49Q: 3 clusters Score -321730.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -321733.500000 Penalty: 2650.119141
	Iteration 50Q: 3 clusters Score -321733.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -321735.093750 Penalty: 2650.119141
	Iteration 51Q: 3 clusters Score -321735.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -321739.031250 Penalty: 2650.119141
	Iteration 52Q: 3 clusters Score -321739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -321740.093750 Penalty: 2650.119141
	Iteration 53Q: 3 clusters Score -321740.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -321742.875000 Penalty: 2650.119141
	Iteration 54Q: 3 clusters Score -321742.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -321742.375000 Penalty: 2650.119141
	Iteration 55Q: 3 clusters Score -321742.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -321743.312500 Penalty: 2650.119141
	Iteration 56Q: 3 clusters Score -321743.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -321744.406250 Penalty: 2650.119141
	Iteration 57Q: 3 clusters Score -321744.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -321745.156250 Penalty: 2650.119141
	Iteration 58Q: 3 clusters Score -321745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -321745.500000 Penalty: 2650.119141
	Iteration 59Q: 3 clusters Score -321745.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -321747.968750 Penalty: 2650.119141
	Iteration 60F: 3 clusters Score -321748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -321750.593750 Penalty: 2650.119141
	Iteration 61Q: 3 clusters Score -321750.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -321751.500000 Penalty: 2650.119141
	Iteration 62Q: 3 clusters Score -321751.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -321752.875000 Penalty: 2650.119141
	Iteration 63Q: 3 clusters Score -321752.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -321753.656250 Penalty: 2650.119141
	Iteration 64Q: 3 clusters Score -321753.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -321754.875000 Penalty: 2650.119141
	Iteration 65Q: 3 clusters Score -321754.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -321756.593750 Penalty: 2650.119141
	Iteration 66Q: 3 clusters Score -321756.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -321761.062500 Penalty: 2650.119141
	Iteration 67Q: 3 clusters Score -321761.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -321765.656250 Penalty: 2650.119141
	Iteration 68Q: 3 clusters Score -321765.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -321767.937500 Penalty: 2650.119141
	Iteration 69Q: 3 clusters Score -321767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -321768.187500 Penalty: 2650.119141
	Iteration 70Q: 3 clusters Score -321768.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -321768.187500 Penalty: 2650.119141
	Iteration 71F: 3 clusters Score -321768.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (140204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140204 members 
Entering Unmasked Estep 
Score: -14258248.000000 Penalty: 1925.763794
	Iteration 0F: 2 clusters Score -1.425825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70353 members 
Mstep: Class 2 contains 69851 members 
Entering Unmasked Estep 
Score: -14165146.000000 Penalty: 3851.527588
	Iteration 0F: 3 clusters Score -1.416515e+07 nChanged 67126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75095 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -14205708.000000 Penalty: 3851.527588
	Iteration 1F: 3 clusters Score -1.420571e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78339 members 
Mstep: Class 2 contains 61865 members 
Entering Unmasked Estep 
Score: -14207485.000000 Penalty: 3851.527588
	Iteration 2Q: 3 clusters Score -1.420748e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83167 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -14210290.000000 Penalty: 3851.527588
	Iteration 3Q: 3 clusters Score -1.421029e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -14215209.000000 Penalty: 3851.527588
	Iteration 4F: 3 clusters Score -1.421521e+07 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99279 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -14222372.000000 Penalty: 3851.527588
	Iteration 5F: 3 clusters Score -1.422237e+07 nChanged 10845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109444 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -14231882.000000 Penalty: 3851.527588
	Iteration 6F: 3 clusters Score -1.423188e+07 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118616 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -14241057.000000 Penalty: 3851.527588
	Iteration 7F: 3 clusters Score -1.424106e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125033 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -14247581.000000 Penalty: 3851.527588
	Iteration 8Q: 3 clusters Score -1.424758e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128787 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -14251035.000000 Penalty: 3851.527588
	Iteration 9Q: 3 clusters Score -1.425104e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131091 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -14252783.000000 Penalty: 3851.527588
	Iteration 10Q: 3 clusters Score -1.425278e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132748 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -14253690.000000 Penalty: 3851.527588
	Iteration 11Q: 3 clusters Score -1.425369e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134024 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -14254295.000000 Penalty: 3851.527588
	Iteration 12Q: 3 clusters Score -1.42543e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135032 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -14254848.000000 Penalty: 3851.527588
	Iteration 13Q: 3 clusters Score -1.425485e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135872 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -14255285.000000 Penalty: 3851.527588
	Iteration 14Q: 3 clusters Score -1.425528e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136578 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -14255628.000000 Penalty: 3851.527588
	Iteration 15Q: 3 clusters Score -1.425563e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137175 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -14255860.000000 Penalty: 3851.527588
	Iteration 16Q: 3 clusters Score -1.425586e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137683 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -14256064.000000 Penalty: 3851.527588
	Iteration 17Q: 3 clusters Score -1.425606e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138081 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -14256259.000000 Penalty: 3851.527588
	Iteration 18Q: 3 clusters Score -1.425626e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138381 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -14256369.000000 Penalty: 3851.527588
	Iteration 19Q: 3 clusters Score -1.425637e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138605 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -14256456.000000 Penalty: 3851.527588
	Iteration 20F: 3 clusters Score -1.425646e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138774 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -14256518.000000 Penalty: 3851.527588
	Iteration 21Q: 3 clusters Score -1.425652e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138913 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -14256523.000000 Penalty: 3851.527588
	Iteration 22Q: 3 clusters Score -1.425652e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139038 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -14256545.000000 Penalty: 3851.527588
	Iteration 23Q: 3 clusters Score -1.425654e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139139 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -14256580.000000 Penalty: 3851.527588
	Iteration 24Q: 3 clusters Score -1.425658e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139215 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -14256636.000000 Penalty: 3851.527588
	Iteration 25Q: 3 clusters Score -1.425664e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139267 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -14256636.000000 Penalty: 3851.527588
	Iteration 26Q: 3 clusters Score -1.425664e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139311 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -14256648.000000 Penalty: 3851.527588
	Iteration 27Q: 3 clusters Score -1.425665e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139357 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -14256661.000000 Penalty: 3851.527588
	Iteration 28Q: 3 clusters Score -1.425666e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139404 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -14256705.000000 Penalty: 3851.527588
	Iteration 29Q: 3 clusters Score -1.42567e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139442 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -14256696.000000 Penalty: 3851.527588
	Iteration 30Q: 3 clusters Score -1.42567e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139465 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -14256690.000000 Penalty: 3851.527588
	Iteration 31Q: 3 clusters Score -1.425669e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139480 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -14256699.000000 Penalty: 3851.527588
	Iteration 32Q: 3 clusters Score -1.42567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139490 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -14256687.000000 Penalty: 3851.527588
	Iteration 33Q: 3 clusters Score -1.425669e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139506 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -14256700.000000 Penalty: 3851.527588
	Iteration 34Q: 3 clusters Score -1.42567e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139525 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -14256721.000000 Penalty: 3851.527588
	Iteration 35Q: 3 clusters Score -1.425672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139537 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -14256721.000000 Penalty: 3851.527588
	Iteration 36Q: 3 clusters Score -1.425672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139546 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -14256719.000000 Penalty: 3851.527588
	Iteration 37Q: 3 clusters Score -1.425672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139549 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -14256725.000000 Penalty: 3851.527588
	Iteration 38Q: 3 clusters Score -1.425672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139553 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -14256717.000000 Penalty: 3851.527588
	Iteration 39Q: 3 clusters Score -1.425672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139556 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -14256710.000000 Penalty: 3851.527588
	Iteration 40F: 3 clusters Score -1.425671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139556 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -14256721.000000 Penalty: 3851.527588
	Iteration 41Q: 3 clusters Score -1.425672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139557 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -14256716.000000 Penalty: 3851.527588
	Iteration 42Q: 3 clusters Score -1.425672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139558 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -14256723.000000 Penalty: 3851.527588
	Iteration 43Q: 3 clusters Score -1.425672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139559 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -14256722.000000 Penalty: 3851.527588
	Iteration 44Q: 3 clusters Score -1.425672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139560 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -14256728.000000 Penalty: 3851.527588
	Iteration 45Q: 3 clusters Score -1.425673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139561 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -14256729.000000 Penalty: 3851.527588
	Iteration 46Q: 3 clusters Score -1.425673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139562 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -14256724.000000 Penalty: 3851.527588
	Iteration 47Q: 3 clusters Score -1.425672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139562 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -14256724.000000 Penalty: 3851.527588
	Iteration 48F: 3 clusters Score -1.425672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (51228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Entering Unmasked Estep 
Score: -5322946.500000 Penalty: 1762.156738
	Iteration 0F: 2 clusters Score -5322946 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 25680 members 
Entering Unmasked Estep 
Score: -5288713.500000 Penalty: 3524.313477
	Iteration 0F: 3 clusters Score -5288714 nChanged 24037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -5302367.500000 Penalty: 3524.313477
	Iteration 1F: 3 clusters Score -5302368 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -5302791.500000 Penalty: 3524.313477
	Iteration 2Q: 3 clusters Score -5302792 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -5303210.500000 Penalty: 3524.313477
	Iteration 3Q: 3 clusters Score -5303210 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -5303636.000000 Penalty: 3524.313477
	Iteration 4Q: 3 clusters Score -5303636 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -5304058.000000 Penalty: 3524.313477
	Iteration 5Q: 3 clusters Score -5304058 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -5304617.500000 Penalty: 3524.313477
	Iteration 6Q: 3 clusters Score -5304618 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -5305303.500000 Penalty: 3524.313477
	Iteration 7Q: 3 clusters Score -5305304 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -5306367.500000 Penalty: 3524.313477
	Iteration 8Q: 3 clusters Score -5306368 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -5308162.000000 Penalty: 3524.313477
	Iteration 9F: 3 clusters Score -5308162 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -5310684.000000 Penalty: 3524.313477
	Iteration 10F: 3 clusters Score -5310684 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -5313540.500000 Penalty: 3524.313477
	Iteration 11F: 3 clusters Score -5313540 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -5315536.500000 Penalty: 3524.313477
	Iteration 12F: 3 clusters Score -5315536 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -5316588.500000 Penalty: 3524.313477
	Iteration 13Q: 3 clusters Score -5316588 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -5317193.500000 Penalty: 3524.313477
	Iteration 14Q: 3 clusters Score -5317194 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -5317687.000000 Penalty: 3524.313477
	Iteration 15Q: 3 clusters Score -5317687 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -5318153.000000 Penalty: 3524.313477
	Iteration 16Q: 3 clusters Score -5318153 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -5318522.500000 Penalty: 3524.313477
	Iteration 17Q: 3 clusters Score -5318522 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -5318802.000000 Penalty: 3524.313477
	Iteration 18Q: 3 clusters Score -5318802 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -5319063.000000 Penalty: 3524.313477
	Iteration 19Q: 3 clusters Score -5319063 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -5319273.500000 Penalty: 3524.313477
	Iteration 20F: 3 clusters Score -5319274 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -5319429.000000 Penalty: 3524.313477
	Iteration 21Q: 3 clusters Score -5319429 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -5319516.500000 Penalty: 3524.313477
	Iteration 22Q: 3 clusters Score -5319516 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -5319605.500000 Penalty: 3524.313477
	Iteration 23Q: 3 clusters Score -5319606 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -5319668.500000 Penalty: 3524.313477
	Iteration 24Q: 3 clusters Score -5319668 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -5319673.000000 Penalty: 3524.313477
	Iteration 25Q: 3 clusters Score -5319673 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -5319708.000000 Penalty: 3524.313477
	Iteration 26Q: 3 clusters Score -5319708 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -5319739.000000 Penalty: 3524.313477
	Iteration 27Q: 3 clusters Score -5319739 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -5319776.500000 Penalty: 3524.313477
	Iteration 28Q: 3 clusters Score -5319776 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -5319806.500000 Penalty: 3524.313477
	Iteration 29Q: 3 clusters Score -5319806 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -5319827.500000 Penalty: 3524.313477
	Iteration 30Q: 3 clusters Score -5319828 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -5319835.500000 Penalty: 3524.313477
	Iteration 31Q: 3 clusters Score -5319836 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -5319859.000000 Penalty: 3524.313477
	Iteration 32Q: 3 clusters Score -5319859 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -5319885.000000 Penalty: 3524.313477
	Iteration 33Q: 3 clusters Score -5319885 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -5319899.000000 Penalty: 3524.313477
	Iteration 34Q: 3 clusters Score -5319899 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -5319930.000000 Penalty: 3524.313477
	Iteration 35Q: 3 clusters Score -5319930 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -5319941.500000 Penalty: 3524.313477
	Iteration 36Q: 3 clusters Score -5319942 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -5319949.000000 Penalty: 3524.313477
	Iteration 37Q: 3 clusters Score -5319949 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -5319939.500000 Penalty: 3524.313477
	Iteration 38Q: 3 clusters Score -5319940 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -5319961.500000 Penalty: 3524.313477
	Iteration 39Q: 3 clusters Score -5319962 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -5319953.500000 Penalty: 3524.313477
	Iteration 40F: 3 clusters Score -5319954 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -5319978.000000 Penalty: 3524.313477
	Iteration 41Q: 3 clusters Score -5319978 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -5319977.000000 Penalty: 3524.313477
	Iteration 42Q: 3 clusters Score -5319977 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -5320004.000000 Penalty: 3524.313477
	Iteration 43Q: 3 clusters Score -5320004 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -5320025.000000 Penalty: 3524.313477
	Iteration 44Q: 3 clusters Score -5320025 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -5320056.500000 Penalty: 3524.313477
	Iteration 45Q: 3 clusters Score -5320056 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -5320072.500000 Penalty: 3524.313477
	Iteration 46Q: 3 clusters Score -5320072 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -5320109.000000 Penalty: 3524.313477
	Iteration 47Q: 3 clusters Score -5320109 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -5320119.500000 Penalty: 3524.313477
	Iteration 48Q: 3 clusters Score -5320120 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -5320157.000000 Penalty: 3524.313477
	Iteration 49Q: 3 clusters Score -5320157 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -5320189.000000 Penalty: 3524.313477
	Iteration 50Q: 3 clusters Score -5320189 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -5320229.000000 Penalty: 3524.313477
	Iteration 51Q: 3 clusters Score -5320229 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -5320274.500000 Penalty: 3524.313477
	Iteration 52Q: 3 clusters Score -5320274 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -5320296.000000 Penalty: 3524.313477
	Iteration 53Q: 3 clusters Score -5320296 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -5320324.000000 Penalty: 3524.313477
	Iteration 54Q: 3 clusters Score -5320324 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -5320359.500000 Penalty: 3524.313477
	Iteration 55Q: 3 clusters Score -5320360 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -5320407.500000 Penalty: 3524.313477
	Iteration 56Q: 3 clusters Score -5320408 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -5320447.000000 Penalty: 3524.313477
	Iteration 57Q: 3 clusters Score -5320447 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -5320466.000000 Penalty: 3524.313477
	Iteration 58Q: 3 clusters Score -5320466 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -5320549.000000 Penalty: 3524.313477
	Iteration 59Q: 3 clusters Score -5320549 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -5320587.500000 Penalty: 3524.313477
	Iteration 60F: 3 clusters Score -5320588 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -5320635.500000 Penalty: 3524.313477
	Iteration 61Q: 3 clusters Score -5320636 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -5320668.000000 Penalty: 3524.313477
	Iteration 62Q: 3 clusters Score -5320668 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -5320708.000000 Penalty: 3524.313477
	Iteration 63Q: 3 clusters Score -5320708 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -5320753.500000 Penalty: 3524.313477
	Iteration 64Q: 3 clusters Score -5320754 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -5320803.500000 Penalty: 3524.313477
	Iteration 65Q: 3 clusters Score -5320804 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -5320857.000000 Penalty: 3524.313477
	Iteration 66Q: 3 clusters Score -5320857 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -5320932.000000 Penalty: 3524.313477
	Iteration 67Q: 3 clusters Score -5320932 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -5320975.500000 Penalty: 3524.313477
	Iteration 68Q: 3 clusters Score -5320976 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -5321006.500000 Penalty: 3524.313477
	Iteration 69Q: 3 clusters Score -5321006 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -5321054.000000 Penalty: 3524.313477
	Iteration 70Q: 3 clusters Score -5321054 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -5321104.000000 Penalty: 3524.313477
	Iteration 71Q: 3 clusters Score -5321104 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -5321137.000000 Penalty: 3524.313477
	Iteration 72Q: 3 clusters Score -5321137 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -5321161.500000 Penalty: 3524.313477
	Iteration 73Q: 3 clusters Score -5321162 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -5321183.500000 Penalty: 3524.313477
	Iteration 74Q: 3 clusters Score -5321184 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -5321214.000000 Penalty: 3524.313477
	Iteration 75Q: 3 clusters Score -5321214 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -5321234.000000 Penalty: 3524.313477
	Iteration 76Q: 3 clusters Score -5321234 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -5321248.000000 Penalty: 3524.313477
	Iteration 77Q: 3 clusters Score -5321248 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -5321272.000000 Penalty: 3524.313477
	Iteration 78Q: 3 clusters Score -5321272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -5321294.000000 Penalty: 3524.313477
	Iteration 79Q: 3 clusters Score -5321294 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -5321301.500000 Penalty: 3524.313477
	Iteration 80F: 3 clusters Score -5321302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 49703 members 
Entering Unmasked Estep 
Score: -5321317.500000 Penalty: 3524.313477
	Iteration 81Q: 3 clusters Score -5321318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -5321330.500000 Penalty: 3524.313477
	Iteration 82Q: 3 clusters Score -5321330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -5321336.500000 Penalty: 3524.313477
	Iteration 83Q: 3 clusters Score -5321336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -5321348.000000 Penalty: 3524.313477
	Iteration 84Q: 3 clusters Score -5321348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -5321352.000000 Penalty: 3524.313477
	Iteration 85Q: 3 clusters Score -5321352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -5321357.500000 Penalty: 3524.313477
	Iteration 86Q: 3 clusters Score -5321358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -5321361.500000 Penalty: 3524.313477
	Iteration 87Q: 3 clusters Score -5321362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -5321363.500000 Penalty: 3524.313477
	Iteration 88Q: 3 clusters Score -5321364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -5321368.500000 Penalty: 3524.313477
	Iteration 89Q: 3 clusters Score -5321368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -5321364.000000 Penalty: 3524.313477
	Iteration 90Q: 3 clusters Score -5321364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -5321381.500000 Penalty: 3524.313477
	Iteration 91Q: 3 clusters Score -5321382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -5321384.500000 Penalty: 3524.313477
	Iteration 92Q: 3 clusters Score -5321384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -5321388.500000 Penalty: 3524.313477
	Iteration 93Q: 3 clusters Score -5321388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -5321389.000000 Penalty: 3524.313477
	Iteration 94Q: 3 clusters Score -5321389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -5321388.500000 Penalty: 3524.313477
	Iteration 95Q: 3 clusters Score -5321388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -5321388.000000 Penalty: 3524.313477
	Iteration 96Q: 3 clusters Score -5321388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -5321392.000000 Penalty: 3524.313477
	Iteration 97Q: 3 clusters Score -5321392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 50007 members 
Entering Unmasked Estep 
Score: -5321393.000000 Penalty: 3524.313477
	Iteration 98Q: 3 clusters Score -5321393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -5321401.000000 Penalty: 3524.313477
	Iteration 99Q: 3 clusters Score -5321401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -5321414.000000 Penalty: 3524.313477
	Iteration 100F: 3 clusters Score -5321414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -5321413.000000 Penalty: 3524.313477
	Iteration 101Q: 3 clusters Score -5321413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -5321410.500000 Penalty: 3524.313477
	Iteration 102Q: 3 clusters Score -5321410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -5321423.000000 Penalty: 3524.313477
	Iteration 103Q: 3 clusters Score -5321423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -5321433.000000 Penalty: 3524.313477
	Iteration 104Q: 3 clusters Score -5321433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 50125 members 
Entering Unmasked Estep 
Score: -5321429.000000 Penalty: 3524.313477
	Iteration 105Q: 3 clusters Score -5321429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -5321434.000000 Penalty: 3524.313477
	Iteration 106Q: 3 clusters Score -5321434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -5321434.000000 Penalty: 3524.313477
	Iteration 107Q: 3 clusters Score -5321434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -5321438.500000 Penalty: 3524.313477
	Iteration 108Q: 3 clusters Score -5321438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -5321440.500000 Penalty: 3524.313477
	Iteration 109Q: 3 clusters Score -5321440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -5321442.000000 Penalty: 3524.313477
	Iteration 110Q: 3 clusters Score -5321442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -5321451.500000 Penalty: 3524.313477
	Iteration 111Q: 3 clusters Score -5321452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -5321453.500000 Penalty: 3524.313477
	Iteration 112Q: 3 clusters Score -5321454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 50196 members 
Entering Unmasked Estep 
Score: -5321464.500000 Penalty: 3524.313477
	Iteration 113Q: 3 clusters Score -5321464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -5321462.000000 Penalty: 3524.313477
	Iteration 114Q: 3 clusters Score -5321462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -5321460.000000 Penalty: 3524.313477
	Iteration 115Q: 3 clusters Score -5321460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -5321458.500000 Penalty: 3524.313477
	Iteration 116Q: 3 clusters Score -5321458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -5321470.000000 Penalty: 3524.313477
	Iteration 117Q: 3 clusters Score -5321470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
Score: -5321471.000000 Penalty: 3524.313477
	Iteration 118Q: 3 clusters Score -5321471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -5321475.000000 Penalty: 3524.313477
	Iteration 119Q: 3 clusters Score -5321475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -5321474.000000 Penalty: 3524.313477
	Iteration 120F: 3 clusters Score -5321474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -5321474.500000 Penalty: 3524.313477
	Iteration 121Q: 3 clusters Score -5321474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -5321483.000000 Penalty: 3524.313477
	Iteration 122Q: 3 clusters Score -5321483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -5321482.500000 Penalty: 3524.313477
	Iteration 123Q: 3 clusters Score -5321482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -5321487.000000 Penalty: 3524.313477
	Iteration 124Q: 3 clusters Score -5321487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 50337 members 
Entering Unmasked Estep 
Score: -5321492.000000 Penalty: 3524.313477
	Iteration 125Q: 3 clusters Score -5321492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -5321497.500000 Penalty: 3524.313477
	Iteration 126Q: 3 clusters Score -5321498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -5321508.000000 Penalty: 3524.313477
	Iteration 127Q: 3 clusters Score -5321508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -5321516.500000 Penalty: 3524.313477
	Iteration 128Q: 3 clusters Score -5321516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -5321517.000000 Penalty: 3524.313477
	Iteration 129Q: 3 clusters Score -5321517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -5321517.000000 Penalty: 3524.313477
	Iteration 130Q: 3 clusters Score -5321517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -5321527.500000 Penalty: 3524.313477
	Iteration 131Q: 3 clusters Score -5321528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -5321526.000000 Penalty: 3524.313477
	Iteration 132Q: 3 clusters Score -5321526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -5321528.500000 Penalty: 3524.313477
	Iteration 133Q: 3 clusters Score -5321528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -5321532.500000 Penalty: 3524.313477
	Iteration 134Q: 3 clusters Score -5321532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -5321533.000000 Penalty: 3524.313477
	Iteration 135Q: 3 clusters Score -5321533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -5321534.500000 Penalty: 3524.313477
	Iteration 136Q: 3 clusters Score -5321534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -5321530.000000 Penalty: 3524.313477
	Iteration 137Q: 3 clusters Score -5321530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -5321534.500000 Penalty: 3524.313477
	Iteration 138Q: 3 clusters Score -5321534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -5321533.000000 Penalty: 3524.313477
	Iteration 139Q: 3 clusters Score -5321533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -5321533.000000 Penalty: 3524.313477
	Iteration 140F: 3 clusters Score -5321533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Entering Unmasked Estep 
Score: -255148.984375 Penalty: 1265.382080
	Iteration 0F: 2 clusters Score -255149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -252806.656250 Penalty: 2530.764160
	Iteration 0F: 3 clusters Score -252806.7 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -253276.968750 Penalty: 2530.764160
	Iteration 1F: 3 clusters Score -253277 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -253390.328125 Penalty: 2530.764160
	Iteration 2F: 3 clusters Score -253390.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -253476.687500 Penalty: 2530.764160
	Iteration 3F: 3 clusters Score -253476.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -253518.453125 Penalty: 2530.764160
	Iteration 4Q: 3 clusters Score -253518.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -253546.703125 Penalty: 2530.764160
	Iteration 5Q: 3 clusters Score -253546.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -253563.734375 Penalty: 2530.764160
	Iteration 6Q: 3 clusters Score -253563.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -253576.250000 Penalty: 2530.764160
	Iteration 7Q: 3 clusters Score -253576.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -253584.296875 Penalty: 2530.764160
	Iteration 8Q: 3 clusters Score -253584.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -253591.671875 Penalty: 2530.764160
	Iteration 9Q: 3 clusters Score -253591.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -253595.796875 Penalty: 2530.764160
	Iteration 10Q: 3 clusters Score -253595.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -253599.515625 Penalty: 2530.764160
	Iteration 11Q: 3 clusters Score -253599.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -253602.375000 Penalty: 2530.764160
	Iteration 12Q: 3 clusters Score -253602.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -253605.312500 Penalty: 2530.764160
	Iteration 13Q: 3 clusters Score -253605.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -253609.125000 Penalty: 2530.764160
	Iteration 14Q: 3 clusters Score -253609.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -253611.421875 Penalty: 2530.764160
	Iteration 15Q: 3 clusters Score -253611.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -253612.703125 Penalty: 2530.764160
	Iteration 16Q: 3 clusters Score -253612.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -253614.921875 Penalty: 2530.764160
	Iteration 17Q: 3 clusters Score -253614.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -253615.703125 Penalty: 2530.764160
	Iteration 18Q: 3 clusters Score -253615.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -253616.296875 Penalty: 2530.764160
	Iteration 19Q: 3 clusters Score -253616.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -253617.593750 Penalty: 2530.764160
	Iteration 20F: 3 clusters Score -253617.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -253620.500000 Penalty: 2530.764160
	Iteration 21Q: 3 clusters Score -253620.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -253622.468750 Penalty: 2530.764160
	Iteration 22Q: 3 clusters Score -253622.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -253624.375000 Penalty: 2530.764160
	Iteration 23Q: 3 clusters Score -253624.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -253627.546875 Penalty: 2530.764160
	Iteration 24Q: 3 clusters Score -253627.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -253628.546875 Penalty: 2530.764160
	Iteration 25Q: 3 clusters Score -253628.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -253628.906250 Penalty: 2530.764160
	Iteration 26Q: 3 clusters Score -253628.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -253629.515625 Penalty: 2530.764160
	Iteration 27Q: 3 clusters Score -253629.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -253630.687500 Penalty: 2530.764160
	Iteration 28Q: 3 clusters Score -253630.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -253631.968750 Penalty: 2530.764160
	Iteration 29Q: 3 clusters Score -253632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -253633.421875 Penalty: 2530.764160
	Iteration 30Q: 3 clusters Score -253633.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -253634.796875 Penalty: 2530.764160
	Iteration 31Q: 3 clusters Score -253634.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -253636.609375 Penalty: 2530.764160
	Iteration 32Q: 3 clusters Score -253636.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -253639.031250 Penalty: 2530.764160
	Iteration 33Q: 3 clusters Score -253639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -253641.281250 Penalty: 2530.764160
	Iteration 34Q: 3 clusters Score -253641.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -253642.046875 Penalty: 2530.764160
	Iteration 35Q: 3 clusters Score -253642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -253644.718750 Penalty: 2530.764160
	Iteration 36Q: 3 clusters Score -253644.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -253646.843750 Penalty: 2530.764160
	Iteration 37Q: 3 clusters Score -253646.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -253648.375000 Penalty: 2530.764160
	Iteration 38Q: 3 clusters Score -253648.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -253649.515625 Penalty: 2530.764160
	Iteration 39Q: 3 clusters Score -253649.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -253649.515625 Penalty: 2530.764160
	Iteration 40F: 3 clusters Score -253649.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Entering Unmasked Estep 
Score: -439843.500000 Penalty: 1358.245117
	Iteration 0F: 2 clusters Score -439843.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -436283.656250 Penalty: 2716.490234
	Iteration 0F: 3 clusters Score -436283.7 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -437167.531250 Penalty: 2716.490234
	Iteration 1F: 3 clusters Score -437167.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -437351.125000 Penalty: 2716.490234
	Iteration 2F: 3 clusters Score -437351.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -437465.156250 Penalty: 2716.490234
	Iteration 3F: 3 clusters Score -437465.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -437550.312500 Penalty: 2716.490234
	Iteration 4Q: 3 clusters Score -437550.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -437605.656250 Penalty: 2716.490234
	Iteration 5Q: 3 clusters Score -437605.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -437640.562500 Penalty: 2716.490234
	Iteration 6Q: 3 clusters Score -437640.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -437679.531250 Penalty: 2716.490234
	Iteration 7Q: 3 clusters Score -437679.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -437713.437500 Penalty: 2716.490234
	Iteration 8Q: 3 clusters Score -437713.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -437747.093750 Penalty: 2716.490234
	Iteration 9Q: 3 clusters Score -437747.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -437804.375000 Penalty: 2716.490234
	Iteration 10Q: 3 clusters Score -437804.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -437867.531250 Penalty: 2716.490234
	Iteration 11Q: 3 clusters Score -437867.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -437945.000000 Penalty: 2716.490234
	Iteration 12Q: 3 clusters Score -437945 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -438034.843750 Penalty: 2716.490234
	Iteration 13Q: 3 clusters Score -438034.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -438148.593750 Penalty: 2716.490234
	Iteration 14Q: 3 clusters Score -438148.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -438305.687500 Penalty: 2716.490234
	Iteration 15Q: 3 clusters Score -438305.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -438477.593750 Penalty: 2716.490234
	Iteration 16Q: 3 clusters Score -438477.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -438626.906250 Penalty: 2716.490234
	Iteration 17Q: 3 clusters Score -438626.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -438751.343750 Penalty: 2716.490234
	Iteration 18Q: 3 clusters Score -438751.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -438837.406250 Penalty: 2716.490234
	Iteration 19Q: 3 clusters Score -438837.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -438893.093750 Penalty: 2716.490234
	Iteration 20F: 3 clusters Score -438893.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -438923.812500 Penalty: 2716.490234
	Iteration 21Q: 3 clusters Score -438923.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -438942.562500 Penalty: 2716.490234
	Iteration 22Q: 3 clusters Score -438942.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -438956.875000 Penalty: 2716.490234
	Iteration 23Q: 3 clusters Score -438956.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -438968.343750 Penalty: 2716.490234
	Iteration 24Q: 3 clusters Score -438968.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -438974.031250 Penalty: 2716.490234
	Iteration 25Q: 3 clusters Score -438974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -438977.500000 Penalty: 2716.490234
	Iteration 26Q: 3 clusters Score -438977.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -438979.500000 Penalty: 2716.490234
	Iteration 27Q: 3 clusters Score -438979.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -438982.406250 Penalty: 2716.490234
	Iteration 28Q: 3 clusters Score -438982.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -438982.406250 Penalty: 2716.490234
	Iteration 29F: 3 clusters Score -438982.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (125203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125203 members 
Entering Unmasked Estep 
Score: -12620204.000000 Penalty: 1907.374878
	Iteration 0F: 2 clusters Score -1.26202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62743 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -12536759.000000 Penalty: 3814.749756
	Iteration 0F: 3 clusters Score -1.253676e+07 nChanged 60069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65358 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -12572114.000000 Penalty: 3814.749756
	Iteration 1F: 3 clusters Score -1.257211e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67250 members 
Mstep: Class 2 contains 57953 members 
Entering Unmasked Estep 
Score: -12573379.000000 Penalty: 3814.749756
	Iteration 2Q: 3 clusters Score -1.257338e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 55285 members 
Entering Unmasked Estep 
Score: -12574953.000000 Penalty: 3814.749756
	Iteration 3Q: 3 clusters Score -1.257495e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73756 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -12577146.000000 Penalty: 3814.749756
	Iteration 4Q: 3 clusters Score -1.257715e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79023 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -12580451.000000 Penalty: 3814.749756
	Iteration 5Q: 3 clusters Score -1.258045e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85788 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -12585132.000000 Penalty: 3814.749756
	Iteration 6F: 3 clusters Score -1.258513e+07 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94107 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -12591509.000000 Penalty: 3814.749756
	Iteration 7F: 3 clusters Score -1.259151e+07 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103400 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -12599276.000000 Penalty: 3814.749756
	Iteration 8F: 3 clusters Score -1.259928e+07 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112073 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -12607077.000000 Penalty: 3814.749756
	Iteration 9F: 3 clusters Score -1.260708e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118553 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -12612879.000000 Penalty: 3814.749756
	Iteration 10F: 3 clusters Score -1.261288e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122292 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -12616179.000000 Penalty: 3814.749756
	Iteration 11Q: 3 clusters Score -1.261618e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123963 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -12617590.000000 Penalty: 3814.749756
	Iteration 12Q: 3 clusters Score -1.261759e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124588 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -12618057.000000 Penalty: 3814.749756
	Iteration 13Q: 3 clusters Score -1.261806e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124800 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12618251.000000 Penalty: 3814.749756
	Iteration 14Q: 3 clusters Score -1.261825e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124882 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -12618349.000000 Penalty: 3814.749756
	Iteration 15Q: 3 clusters Score -1.261835e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124919 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12618394.000000 Penalty: 3814.749756
	Iteration 16Q: 3 clusters Score -1.261839e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124945 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -12618429.000000 Penalty: 3814.749756
	Iteration 17Q: 3 clusters Score -1.261843e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124962 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -12618480.000000 Penalty: 3814.749756
	Iteration 18Q: 3 clusters Score -1.261848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124972 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -12618522.000000 Penalty: 3814.749756
	Iteration 19Q: 3 clusters Score -1.261852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124976 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -12618519.000000 Penalty: 3814.749756
	Iteration 20F: 3 clusters Score -1.261852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124978 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -12618535.000000 Penalty: 3814.749756
	Iteration 21Q: 3 clusters Score -1.261854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124979 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -12618547.000000 Penalty: 3814.749756
	Iteration 22Q: 3 clusters Score -1.261855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124982 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -12618560.000000 Penalty: 3814.749756
	Iteration 23Q: 3 clusters Score -1.261856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124982 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -12618561.000000 Penalty: 3814.749756
	Iteration 24Q: 3 clusters Score -1.261856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124983 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -12618563.000000 Penalty: 3814.749756
	Iteration 25Q: 3 clusters Score -1.261856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124984 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12618560.000000 Penalty: 3814.749756
	Iteration 26Q: 3 clusters Score -1.261856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124984 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12618560.000000 Penalty: 3814.749756
	Iteration 27Q: 3 clusters Score -1.261856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124984 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12618560.000000 Penalty: 3814.749756
	Iteration 28F: 3 clusters Score -1.261856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (190553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190553 members 
Entering Unmasked Estep 
Score: -19497620.000000 Penalty: 1975.623901
	Iteration 0F: 2 clusters Score -1.949762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95260 members 
Mstep: Class 2 contains 95293 members 
Entering Unmasked Estep 
Score: -19383990.000000 Penalty: 3951.247803
	Iteration 0F: 3 clusters Score -1.938399e+07 nChanged 92214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95162 members 
Mstep: Class 2 contains 95391 members 
Entering Unmasked Estep 
Score: -19439686.000000 Penalty: 3951.247803
	Iteration 1F: 3 clusters Score -1.943969e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96372 members 
Mstep: Class 2 contains 94181 members 
Entering Unmasked Estep 
Score: -19441710.000000 Penalty: 3951.247803
	Iteration 2Q: 3 clusters Score -1.944171e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98739 members 
Mstep: Class 2 contains 91814 members 
Entering Unmasked Estep 
Score: -19444500.000000 Penalty: 3951.247803
	Iteration 3Q: 3 clusters Score -1.94445e+07 nChanged 9565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102598 members 
Mstep: Class 2 contains 87955 members 
Entering Unmasked Estep 
Score: -19449242.000000 Penalty: 3951.247803
	Iteration 4F: 3 clusters Score -1.944924e+07 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108459 members 
Mstep: Class 2 contains 82094 members 
Entering Unmasked Estep 
Score: -19456300.000000 Penalty: 3951.247803
	Iteration 5F: 3 clusters Score -1.94563e+07 nChanged 13456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116073 members 
Mstep: Class 2 contains 74480 members 
Entering Unmasked Estep 
Score: -19465866.000000 Penalty: 3951.247803
	Iteration 6F: 3 clusters Score -1.946587e+07 nChanged 13411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123796 members 
Mstep: Class 2 contains 66757 members 
Entering Unmasked Estep 
Score: -19476294.000000 Penalty: 3951.247803
	Iteration 7F: 3 clusters Score -1.947629e+07 nChanged 11388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130312 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -19484518.000000 Penalty: 3951.247803
	Iteration 8F: 3 clusters Score -1.948452e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135464 members 
Mstep: Class 2 contains 55089 members 
Entering Unmasked Estep 
Score: -19489020.000000 Penalty: 3951.247803
	Iteration 9Q: 3 clusters Score -1.948902e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139904 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -19491252.000000 Penalty: 3951.247803
	Iteration 10Q: 3 clusters Score -1.949125e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144178 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -19492896.000000 Penalty: 3951.247803
	Iteration 11Q: 3 clusters Score -1.94929e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148575 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -19494400.000000 Penalty: 3951.247803
	Iteration 12Q: 3 clusters Score -1.94944e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153516 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -19495416.000000 Penalty: 3951.247803
	Iteration 13Q: 3 clusters Score -1.949542e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158689 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -19496138.000000 Penalty: 3951.247803
	Iteration 14Q: 3 clusters Score -1.949614e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163826 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -19496926.000000 Penalty: 3951.247803
	Iteration 15Q: 3 clusters Score -1.949693e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168649 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -19497288.000000 Penalty: 3951.247803
	Iteration 16Q: 3 clusters Score -1.949729e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172934 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -19497374.000000 Penalty: 3951.247803
	Iteration 17Q: 3 clusters Score -1.949737e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176626 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -19497492.000000 Penalty: 3951.247803
	Iteration 18Q: 3 clusters Score -1.949749e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179718 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -19497490.000000 Penalty: 3951.247803
	Iteration 19Q: 3 clusters Score -1.949749e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182130 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -19497588.000000 Penalty: 3951.247803
	Iteration 20F: 3 clusters Score -1.949759e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184042 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -19497530.000000 Penalty: 3951.247803
	Iteration 21Q: 3 clusters Score -1.949753e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185499 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -19497518.000000 Penalty: 3951.247803
	Iteration 22Q: 3 clusters Score -1.949752e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186581 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -19497412.000000 Penalty: 3951.247803
	Iteration 23Q: 3 clusters Score -1.949741e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187361 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -19497344.000000 Penalty: 3951.247803
	Iteration 24Q: 3 clusters Score -1.949734e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187914 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -19497298.000000 Penalty: 3951.247803
	Iteration 25Q: 3 clusters Score -1.94973e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188315 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -19497260.000000 Penalty: 3951.247803
	Iteration 26Q: 3 clusters Score -1.949726e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188612 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -19497182.000000 Penalty: 3951.247803
	Iteration 27Q: 3 clusters Score -1.949718e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188827 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -19497098.000000 Penalty: 3951.247803
	Iteration 28Q: 3 clusters Score -1.94971e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188997 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -19497044.000000 Penalty: 3951.247803
	Iteration 29Q: 3 clusters Score -1.949704e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189103 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -19497032.000000 Penalty: 3951.247803
	Iteration 30Q: 3 clusters Score -1.949703e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189187 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -19496996.000000 Penalty: 3951.247803
	Iteration 31Q: 3 clusters Score -1.9497e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189262 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -19496968.000000 Penalty: 3951.247803
	Iteration 32Q: 3 clusters Score -1.949697e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189320 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -19496942.000000 Penalty: 3951.247803
	Iteration 33Q: 3 clusters Score -1.949694e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189367 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -19496944.000000 Penalty: 3951.247803
	Iteration 34Q: 3 clusters Score -1.949694e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189407 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -19496908.000000 Penalty: 3951.247803
	Iteration 35Q: 3 clusters Score -1.949691e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189429 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -19496890.000000 Penalty: 3951.247803
	Iteration 36Q: 3 clusters Score -1.949689e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189448 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -19496884.000000 Penalty: 3951.247803
	Iteration 37Q: 3 clusters Score -1.949688e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189464 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -19496886.000000 Penalty: 3951.247803
	Iteration 38Q: 3 clusters Score -1.949689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189477 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -19496884.000000 Penalty: 3951.247803
	Iteration 39Q: 3 clusters Score -1.949688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189489 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -19496874.000000 Penalty: 3951.247803
	Iteration 40F: 3 clusters Score -1.949687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189499 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -19496848.000000 Penalty: 3951.247803
	Iteration 41Q: 3 clusters Score -1.949685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189512 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -19496864.000000 Penalty: 3951.247803
	Iteration 42Q: 3 clusters Score -1.949686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189522 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -19496872.000000 Penalty: 3951.247803
	Iteration 43Q: 3 clusters Score -1.949687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189528 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -19496844.000000 Penalty: 3951.247803
	Iteration 44Q: 3 clusters Score -1.949684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189536 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -19496864.000000 Penalty: 3951.247803
	Iteration 45Q: 3 clusters Score -1.949686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189540 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -19496874.000000 Penalty: 3951.247803
	Iteration 46Q: 3 clusters Score -1.949687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189548 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -19496852.000000 Penalty: 3951.247803
	Iteration 47Q: 3 clusters Score -1.949685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189554 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -19496872.000000 Penalty: 3951.247803
	Iteration 48Q: 3 clusters Score -1.949687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189557 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -19496858.000000 Penalty: 3951.247803
	Iteration 49Q: 3 clusters Score -1.949686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189560 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -19496858.000000 Penalty: 3951.247803
	Iteration 50Q: 3 clusters Score -1.949686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189562 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -19496852.000000 Penalty: 3951.247803
	Iteration 51Q: 3 clusters Score -1.949685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189563 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -19496848.000000 Penalty: 3951.247803
	Iteration 52Q: 3 clusters Score -1.949685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189564 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -19496850.000000 Penalty: 3951.247803
	Iteration 53Q: 3 clusters Score -1.949685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189564 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -19496850.000000 Penalty: 3951.247803
	Iteration 54F: 3 clusters Score -1.949685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Entering Unmasked Estep 
Score: -1158053.375000 Penalty: 1514.980103
	Iteration 0F: 2 clusters Score -1158053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1150113.250000 Penalty: 3029.960205
	Iteration 0F: 3 clusters Score -1150113 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1152804.000000 Penalty: 3029.960205
	Iteration 1F: 3 clusters Score -1152804 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1153098.875000 Penalty: 3029.960205
	Iteration 2F: 3 clusters Score -1153099 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1153342.250000 Penalty: 3029.960205
	Iteration 3F: 3 clusters Score -1153342 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1153596.750000 Penalty: 3029.960205
	Iteration 4Q: 3 clusters Score -1153597 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1153902.000000 Penalty: 3029.960205
	Iteration 5Q: 3 clusters Score -1153902 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1154330.875000 Penalty: 3029.960205
	Iteration 6F: 3 clusters Score -1154331 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1154840.500000 Penalty: 3029.960205
	Iteration 7F: 3 clusters Score -1154840 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1155370.875000 Penalty: 3029.960205
	Iteration 8F: 3 clusters Score -1155371 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1155891.375000 Penalty: 3029.960205
	Iteration 9F: 3 clusters Score -1155891 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1156283.000000 Penalty: 3029.960205
	Iteration 10Q: 3 clusters Score -1156283 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1156544.750000 Penalty: 3029.960205
	Iteration 11Q: 3 clusters Score -1156545 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1156691.375000 Penalty: 3029.960205
	Iteration 12Q: 3 clusters Score -1156691 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1156798.000000 Penalty: 3029.960205
	Iteration 13Q: 3 clusters Score -1156798 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1156872.625000 Penalty: 3029.960205
	Iteration 14Q: 3 clusters Score -1156873 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1156899.875000 Penalty: 3029.960205
	Iteration 15Q: 3 clusters Score -1156900 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1156923.750000 Penalty: 3029.960205
	Iteration 16Q: 3 clusters Score -1156924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1156941.500000 Penalty: 3029.960205
	Iteration 17Q: 3 clusters Score -1156942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1156954.875000 Penalty: 3029.960205
	Iteration 18Q: 3 clusters Score -1156955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1156960.000000 Penalty: 3029.960205
	Iteration 19Q: 3 clusters Score -1156960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1156964.250000 Penalty: 3029.960205
	Iteration 20F: 3 clusters Score -1156964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1156971.250000 Penalty: 3029.960205
	Iteration 21Q: 3 clusters Score -1156971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1156977.125000 Penalty: 3029.960205
	Iteration 22Q: 3 clusters Score -1156977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1156981.375000 Penalty: 3029.960205
	Iteration 23Q: 3 clusters Score -1156981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1156982.875000 Penalty: 3029.960205
	Iteration 24Q: 3 clusters Score -1156983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1156983.750000 Penalty: 3029.960205
	Iteration 25Q: 3 clusters Score -1156984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1156988.500000 Penalty: 3029.960205
	Iteration 26Q: 3 clusters Score -1156988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1156992.375000 Penalty: 3029.960205
	Iteration 27Q: 3 clusters Score -1156992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1156995.875000 Penalty: 3029.960205
	Iteration 28Q: 3 clusters Score -1156996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1157000.750000 Penalty: 3029.960205
	Iteration 29Q: 3 clusters Score -1157001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1157005.750000 Penalty: 3029.960205
	Iteration 30Q: 3 clusters Score -1157006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1157007.500000 Penalty: 3029.960205
	Iteration 31Q: 3 clusters Score -1157008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1157005.875000 Penalty: 3029.960205
	Iteration 32Q: 3 clusters Score -1157006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1157006.375000 Penalty: 3029.960205
	Iteration 33Q: 3 clusters Score -1157006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1157006.375000 Penalty: 3029.960205
	Iteration 34F: 3 clusters Score -1157006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (171507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171507 members 
Entering Unmasked Estep 
Score: -17313574.000000 Penalty: 1958.511719
	Iteration 0F: 2 clusters Score -1.731357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86010 members 
Mstep: Class 2 contains 85497 members 
Entering Unmasked Estep 
Score: -17202130.000000 Penalty: 3917.023438
	Iteration 0F: 3 clusters Score -1.720213e+07 nChanged 82823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92511 members 
Mstep: Class 2 contains 78996 members 
Entering Unmasked Estep 
Score: -17252546.000000 Penalty: 3917.023438
	Iteration 1F: 3 clusters Score -1.725255e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96454 members 
Mstep: Class 2 contains 75053 members 
Entering Unmasked Estep 
Score: -17254516.000000 Penalty: 3917.023438
	Iteration 2Q: 3 clusters Score -1.725452e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102101 members 
Mstep: Class 2 contains 69406 members 
Entering Unmasked Estep 
Score: -17257752.000000 Penalty: 3917.023438
	Iteration 3Q: 3 clusters Score -1.725775e+07 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110104 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -17262766.000000 Penalty: 3917.023438
	Iteration 4F: 3 clusters Score -1.726277e+07 nChanged 11850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120576 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -17270842.000000 Penalty: 3917.023438
	Iteration 5F: 3 clusters Score -1.727084e+07 nChanged 12654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132244 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -17281296.000000 Penalty: 3917.023438
	Iteration 6F: 3 clusters Score -1.72813e+07 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142901 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -17291524.000000 Penalty: 3917.023438
	Iteration 7F: 3 clusters Score -1.729152e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150755 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -17299226.000000 Penalty: 3917.023438
	Iteration 8Q: 3 clusters Score -1.729923e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156635 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -17304234.000000 Penalty: 3917.023438
	Iteration 9Q: 3 clusters Score -1.730423e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161077 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -17307262.000000 Penalty: 3917.023438
	Iteration 10Q: 3 clusters Score -1.730726e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164518 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -17309276.000000 Penalty: 3917.023438
	Iteration 11Q: 3 clusters Score -1.730928e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167022 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -17310482.000000 Penalty: 3917.023438
	Iteration 12Q: 3 clusters Score -1.731048e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168790 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -17311134.000000 Penalty: 3917.023438
	Iteration 13Q: 3 clusters Score -1.731113e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169922 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -17311554.000000 Penalty: 3917.023438
	Iteration 14Q: 3 clusters Score -1.731155e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170528 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -17311776.000000 Penalty: 3917.023438
	Iteration 15Q: 3 clusters Score -1.731178e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170849 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -17311838.000000 Penalty: 3917.023438
	Iteration 16Q: 3 clusters Score -1.731184e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171022 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -17311894.000000 Penalty: 3917.023438
	Iteration 17Q: 3 clusters Score -1.731189e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171107 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -17311954.000000 Penalty: 3917.023438
	Iteration 18Q: 3 clusters Score -1.731195e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171168 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -17311996.000000 Penalty: 3917.023438
	Iteration 19Q: 3 clusters Score -1.7312e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171196 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -17312020.000000 Penalty: 3917.023438
	Iteration 20F: 3 clusters Score -1.731202e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171209 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -17312026.000000 Penalty: 3917.023438
	Iteration 21Q: 3 clusters Score -1.731203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171221 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -17312034.000000 Penalty: 3917.023438
	Iteration 22Q: 3 clusters Score -1.731203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171231 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -17312032.000000 Penalty: 3917.023438
	Iteration 23Q: 3 clusters Score -1.731203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171234 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -17312034.000000 Penalty: 3917.023438
	Iteration 24Q: 3 clusters Score -1.731203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171237 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -17312026.000000 Penalty: 3917.023438
	Iteration 25Q: 3 clusters Score -1.731203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171240 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -17312036.000000 Penalty: 3917.023438
	Iteration 26Q: 3 clusters Score -1.731204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171243 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -17312030.000000 Penalty: 3917.023438
	Iteration 27Q: 3 clusters Score -1.731203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171245 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -17312032.000000 Penalty: 3917.023438
	Iteration 28Q: 3 clusters Score -1.731203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171244 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -17312038.000000 Penalty: 3917.023438
	Iteration 29Q: 3 clusters Score -1.731204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171245 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -17312030.000000 Penalty: 3917.023438
	Iteration 30Q: 3 clusters Score -1.731203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171247 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -17312024.000000 Penalty: 3917.023438
	Iteration 31Q: 3 clusters Score -1.731202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171249 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -17312032.000000 Penalty: 3917.023438
	Iteration 32Q: 3 clusters Score -1.731203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -17312040.000000 Penalty: 3917.023438
	Iteration 33Q: 3 clusters Score -1.731204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171260 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -17312042.000000 Penalty: 3917.023438
	Iteration 34Q: 3 clusters Score -1.731204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171267 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17312050.000000 Penalty: 3917.023438
	Iteration 35Q: 3 clusters Score -1.731205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171271 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -17312044.000000 Penalty: 3917.023438
	Iteration 36Q: 3 clusters Score -1.731204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171273 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -17312050.000000 Penalty: 3917.023438
	Iteration 37Q: 3 clusters Score -1.731205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171277 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -17312050.000000 Penalty: 3917.023438
	Iteration 38Q: 3 clusters Score -1.731205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171281 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -17312062.000000 Penalty: 3917.023438
	Iteration 39Q: 3 clusters Score -1.731206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171281 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -17312062.000000 Penalty: 3917.023438
	Iteration 40F: 3 clusters Score -1.731206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171284 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -17312060.000000 Penalty: 3917.023438
	Iteration 41Q: 3 clusters Score -1.731206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171286 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17312064.000000 Penalty: 3917.023438
	Iteration 42Q: 3 clusters Score -1.731206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171286 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17312064.000000 Penalty: 3917.023438
	Iteration 43F: 3 clusters Score -1.731206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (118212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118212 members 
Entering Unmasked Estep 
Score: -12098382.000000 Penalty: 1898.038208
	Iteration 0F: 2 clusters Score -1.209838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 59141 members 
Entering Unmasked Estep 
Score: -12020233.000000 Penalty: 3796.076416
	Iteration 0F: 3 clusters Score -1.202023e+07 nChanged 56747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 59276 members 
Entering Unmasked Estep 
Score: -12053261.000000 Penalty: 3796.076416
	Iteration 1F: 3 clusters Score -1.205326e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
Score: -12054558.000000 Penalty: 3796.076416
	Iteration 2Q: 3 clusters Score -1.205456e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58716 members 
Mstep: Class 2 contains 59496 members 
Entering Unmasked Estep 
Score: -12056523.000000 Penalty: 3796.076416
	Iteration 3Q: 3 clusters Score -1.205652e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
Score: -12059560.000000 Penalty: 3796.076416
	Iteration 4Q: 3 clusters Score -1.205956e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57072 members 
Mstep: Class 2 contains 61140 members 
Entering Unmasked Estep 
Score: -12063513.000000 Penalty: 3796.076416
	Iteration 5F: 3 clusters Score -1.206351e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55325 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
Score: -12068831.000000 Penalty: 3796.076416
	Iteration 6F: 3 clusters Score -1.206883e+07 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -12075167.000000 Penalty: 3796.076416
	Iteration 7F: 3 clusters Score -1.207517e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 67482 members 
Entering Unmasked Estep 
Score: -12080451.000000 Penalty: 3796.076416
	Iteration 8F: 3 clusters Score -1.208045e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 69609 members 
Entering Unmasked Estep 
Score: -12083489.000000 Penalty: 3796.076416
	Iteration 9F: 3 clusters Score -1.208349e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
Score: -12085341.000000 Penalty: 3796.076416
	Iteration 10Q: 3 clusters Score -1.208534e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 73523 members 
Entering Unmasked Estep 
Score: -12086661.000000 Penalty: 3796.076416
	Iteration 11Q: 3 clusters Score -1.208666e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 75669 members 
Entering Unmasked Estep 
Score: -12088008.000000 Penalty: 3796.076416
	Iteration 12Q: 3 clusters Score -1.208801e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -12089333.000000 Penalty: 3796.076416
	Iteration 13Q: 3 clusters Score -1.208933e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 80058 members 
Entering Unmasked Estep 
Score: -12090424.000000 Penalty: 3796.076416
	Iteration 14Q: 3 clusters Score -1.209042e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 82184 members 
Entering Unmasked Estep 
Score: -12091464.000000 Penalty: 3796.076416
	Iteration 15Q: 3 clusters Score -1.209146e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 84310 members 
Entering Unmasked Estep 
Score: -12092367.000000 Penalty: 3796.076416
	Iteration 16Q: 3 clusters Score -1.209237e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 86255 members 
Entering Unmasked Estep 
Score: -12092990.000000 Penalty: 3796.076416
	Iteration 17Q: 3 clusters Score -1.209299e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 88140 members 
Entering Unmasked Estep 
Score: -12093581.000000 Penalty: 3796.076416
	Iteration 18Q: 3 clusters Score -1.209358e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 89939 members 
Entering Unmasked Estep 
Score: -12093982.000000 Penalty: 3796.076416
	Iteration 19Q: 3 clusters Score -1.209398e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 91664 members 
Entering Unmasked Estep 
Score: -12094429.000000 Penalty: 3796.076416
	Iteration 20F: 3 clusters Score -1.209443e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 93295 members 
Entering Unmasked Estep 
Score: -12094726.000000 Penalty: 3796.076416
	Iteration 21Q: 3 clusters Score -1.209473e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 94887 members 
Entering Unmasked Estep 
Score: -12095071.000000 Penalty: 3796.076416
	Iteration 22Q: 3 clusters Score -1.209507e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 96439 members 
Entering Unmasked Estep 
Score: -12095461.000000 Penalty: 3796.076416
	Iteration 23Q: 3 clusters Score -1.209546e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 97998 members 
Entering Unmasked Estep 
Score: -12095769.000000 Penalty: 3796.076416
	Iteration 24Q: 3 clusters Score -1.209577e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 99525 members 
Entering Unmasked Estep 
Score: -12096122.000000 Penalty: 3796.076416
	Iteration 25Q: 3 clusters Score -1.209612e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 101029 members 
Entering Unmasked Estep 
Score: -12096420.000000 Penalty: 3796.076416
	Iteration 26Q: 3 clusters Score -1.209642e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 102390 members 
Entering Unmasked Estep 
Score: -12096545.000000 Penalty: 3796.076416
	Iteration 27Q: 3 clusters Score -1.209654e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 103678 members 
Entering Unmasked Estep 
Score: -12096846.000000 Penalty: 3796.076416
	Iteration 28Q: 3 clusters Score -1.209685e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 104899 members 
Entering Unmasked Estep 
Score: -12097089.000000 Penalty: 3796.076416
	Iteration 29Q: 3 clusters Score -1.209709e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 106027 members 
Entering Unmasked Estep 
Score: -12097312.000000 Penalty: 3796.076416
	Iteration 30Q: 3 clusters Score -1.209731e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 107112 members 
Entering Unmasked Estep 
Score: -12097476.000000 Penalty: 3796.076416
	Iteration 31Q: 3 clusters Score -1.209748e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 108177 members 
Entering Unmasked Estep 
Score: -12097673.000000 Penalty: 3796.076416
	Iteration 32Q: 3 clusters Score -1.209767e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 109085 members 
Entering Unmasked Estep 
Score: -12097790.000000 Penalty: 3796.076416
	Iteration 33Q: 3 clusters Score -1.209779e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 109899 members 
Entering Unmasked Estep 
Score: -12097923.000000 Penalty: 3796.076416
	Iteration 34Q: 3 clusters Score -1.209792e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 110610 members 
Entering Unmasked Estep 
Score: -12098024.000000 Penalty: 3796.076416
	Iteration 35Q: 3 clusters Score -1.209802e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 111248 members 
Entering Unmasked Estep 
Score: -12098137.000000 Penalty: 3796.076416
	Iteration 36Q: 3 clusters Score -1.209814e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 111773 members 
Entering Unmasked Estep 
Score: -12098153.000000 Penalty: 3796.076416
	Iteration 37Q: 3 clusters Score -1.209815e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 112231 members 
Entering Unmasked Estep 
Score: -12098215.000000 Penalty: 3796.076416
	Iteration 38Q: 3 clusters Score -1.209822e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 112603 members 
Entering Unmasked Estep 
Score: -12098250.000000 Penalty: 3796.076416
	Iteration 39Q: 3 clusters Score -1.209825e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 112926 members 
Entering Unmasked Estep 
Score: -12098260.000000 Penalty: 3796.076416
	Iteration 40F: 3 clusters Score -1.209826e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 113230 members 
Entering Unmasked Estep 
Score: -12098289.000000 Penalty: 3796.076416
	Iteration 41Q: 3 clusters Score -1.209829e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 113502 members 
Entering Unmasked Estep 
Score: -12098358.000000 Penalty: 3796.076416
	Iteration 42Q: 3 clusters Score -1.209836e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 113721 members 
Entering Unmasked Estep 
Score: -12098339.000000 Penalty: 3796.076416
	Iteration 43Q: 3 clusters Score -1.209834e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 113899 members 
Entering Unmasked Estep 
Score: -12098369.000000 Penalty: 3796.076416
	Iteration 44Q: 3 clusters Score -1.209837e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 114068 members 
Entering Unmasked Estep 
Score: -12098355.000000 Penalty: 3796.076416
	Iteration 45Q: 3 clusters Score -1.209836e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 114201 members 
Entering Unmasked Estep 
Score: -12098351.000000 Penalty: 3796.076416
	Iteration 46Q: 3 clusters Score -1.209835e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 114307 members 
Entering Unmasked Estep 
Score: -12098351.000000 Penalty: 3796.076416
	Iteration 47Q: 3 clusters Score -1.209835e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 114406 members 
Entering Unmasked Estep 
Score: -12098327.000000 Penalty: 3796.076416
	Iteration 48Q: 3 clusters Score -1.209833e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 114493 members 
Entering Unmasked Estep 
Score: -12098328.000000 Penalty: 3796.076416
	Iteration 49Q: 3 clusters Score -1.209833e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 114570 members 
Entering Unmasked Estep 
Score: -12098332.000000 Penalty: 3796.076416
	Iteration 50Q: 3 clusters Score -1.209833e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 114657 members 
Entering Unmasked Estep 
Score: -12098332.000000 Penalty: 3796.076416
	Iteration 51Q: 3 clusters Score -1.209833e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 114725 members 
Entering Unmasked Estep 
Score: -12098326.000000 Penalty: 3796.076416
	Iteration 52Q: 3 clusters Score -1.209833e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 114787 members 
Entering Unmasked Estep 
Score: -12098325.000000 Penalty: 3796.076416
	Iteration 53Q: 3 clusters Score -1.209832e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 114843 members 
Entering Unmasked Estep 
Score: -12098320.000000 Penalty: 3796.076416
	Iteration 54Q: 3 clusters Score -1.209832e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 114896 members 
Entering Unmasked Estep 
Score: -12098319.000000 Penalty: 3796.076416
	Iteration 55Q: 3 clusters Score -1.209832e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 114942 members 
Entering Unmasked Estep 
Score: -12098325.000000 Penalty: 3796.076416
	Iteration 56Q: 3 clusters Score -1.209832e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 114995 members 
Entering Unmasked Estep 
Score: -12098331.000000 Penalty: 3796.076416
	Iteration 57Q: 3 clusters Score -1.209833e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 115053 members 
Entering Unmasked Estep 
Score: -12098328.000000 Penalty: 3796.076416
	Iteration 58Q: 3 clusters Score -1.209833e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 115108 members 
Entering Unmasked Estep 
Score: -12098334.000000 Penalty: 3796.076416
	Iteration 59Q: 3 clusters Score -1.209833e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 115156 members 
Entering Unmasked Estep 
Score: -12098342.000000 Penalty: 3796.076416
	Iteration 60F: 3 clusters Score -1.209834e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 115198 members 
Entering Unmasked Estep 
Score: -12098317.000000 Penalty: 3796.076416
	Iteration 61Q: 3 clusters Score -1.209832e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 115230 members 
Entering Unmasked Estep 
Score: -12098334.000000 Penalty: 3796.076416
	Iteration 62Q: 3 clusters Score -1.209833e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 115267 members 
Entering Unmasked Estep 
Score: -12098321.000000 Penalty: 3796.076416
	Iteration 63Q: 3 clusters Score -1.209832e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 115298 members 
Entering Unmasked Estep 
Score: -12098327.000000 Penalty: 3796.076416
	Iteration 64Q: 3 clusters Score -1.209833e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 115331 members 
Entering Unmasked Estep 
Score: -12098331.000000 Penalty: 3796.076416
	Iteration 65Q: 3 clusters Score -1.209833e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 115363 members 
Entering Unmasked Estep 
Score: -12098315.000000 Penalty: 3796.076416
	Iteration 66Q: 3 clusters Score -1.209832e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 115395 members 
Entering Unmasked Estep 
Score: -12098339.000000 Penalty: 3796.076416
	Iteration 67Q: 3 clusters Score -1.209834e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 115417 members 
Entering Unmasked Estep 
Score: -12098342.000000 Penalty: 3796.076416
	Iteration 68Q: 3 clusters Score -1.209834e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 115436 members 
Entering Unmasked Estep 
Score: -12098330.000000 Penalty: 3796.076416
	Iteration 69Q: 3 clusters Score -1.209833e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 115459 members 
Entering Unmasked Estep 
Score: -12098335.000000 Penalty: 3796.076416
	Iteration 70Q: 3 clusters Score -1.209834e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 115480 members 
Entering Unmasked Estep 
Score: -12098320.000000 Penalty: 3796.076416
	Iteration 71Q: 3 clusters Score -1.209832e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 115501 members 
Entering Unmasked Estep 
Score: -12098316.000000 Penalty: 3796.076416
	Iteration 72Q: 3 clusters Score -1.209832e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 115523 members 
Entering Unmasked Estep 
Score: -12098313.000000 Penalty: 3796.076416
	Iteration 73Q: 3 clusters Score -1.209831e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 115533 members 
Entering Unmasked Estep 
Score: -12098314.000000 Penalty: 3796.076416
	Iteration 74Q: 3 clusters Score -1.209831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 115546 members 
Entering Unmasked Estep 
Score: -12098318.000000 Penalty: 3796.076416
	Iteration 75Q: 3 clusters Score -1.209832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 115552 members 
Entering Unmasked Estep 
Score: -12098304.000000 Penalty: 3796.076416
	Iteration 76Q: 3 clusters Score -1.20983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 115555 members 
Entering Unmasked Estep 
Score: -12098315.000000 Penalty: 3796.076416
	Iteration 77Q: 3 clusters Score -1.209832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 115558 members 
Entering Unmasked Estep 
Score: -12098318.000000 Penalty: 3796.076416
	Iteration 78Q: 3 clusters Score -1.209832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 115560 members 
Entering Unmasked Estep 
Score: -12098316.000000 Penalty: 3796.076416
	Iteration 79Q: 3 clusters Score -1.209832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 115563 members 
Entering Unmasked Estep 
Score: -12098319.000000 Penalty: 3796.076416
	Iteration 80F: 3 clusters Score -1.209832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 115567 members 
Entering Unmasked Estep 
Score: -12098323.000000 Penalty: 3796.076416
	Iteration 81Q: 3 clusters Score -1.209832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 115572 members 
Entering Unmasked Estep 
Score: -12098313.000000 Penalty: 3796.076416
	Iteration 82Q: 3 clusters Score -1.209831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 115576 members 
Entering Unmasked Estep 
Score: -12098310.000000 Penalty: 3796.076416
	Iteration 83Q: 3 clusters Score -1.209831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 115580 members 
Entering Unmasked Estep 
Score: -12098313.000000 Penalty: 3796.076416
	Iteration 84Q: 3 clusters Score -1.209831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 115586 members 
Entering Unmasked Estep 
Score: -12098312.000000 Penalty: 3796.076416
	Iteration 85Q: 3 clusters Score -1.209831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 115591 members 
Entering Unmasked Estep 
Score: -12098326.000000 Penalty: 3796.076416
	Iteration 86Q: 3 clusters Score -1.209833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 115596 members 
Entering Unmasked Estep 
Score: -12098321.000000 Penalty: 3796.076416
	Iteration 87Q: 3 clusters Score -1.209832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 115603 members 
Entering Unmasked Estep 
Score: -12098305.000000 Penalty: 3796.076416
	Iteration 88Q: 3 clusters Score -1.20983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 115610 members 
Entering Unmasked Estep 
Score: -12098312.000000 Penalty: 3796.076416
	Iteration 89Q: 3 clusters Score -1.209831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 115616 members 
Entering Unmasked Estep 
Score: -12098309.000000 Penalty: 3796.076416
	Iteration 90Q: 3 clusters Score -1.209831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 115624 members 
Entering Unmasked Estep 
Score: -12098315.000000 Penalty: 3796.076416
	Iteration 91Q: 3 clusters Score -1.209832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 115633 members 
Entering Unmasked Estep 
Score: -12098324.000000 Penalty: 3796.076416
	Iteration 92Q: 3 clusters Score -1.209832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 115641 members 
Entering Unmasked Estep 
Score: -12098321.000000 Penalty: 3796.076416
	Iteration 93Q: 3 clusters Score -1.209832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 115646 members 
Entering Unmasked Estep 
Score: -12098319.000000 Penalty: 3796.076416
	Iteration 94Q: 3 clusters Score -1.209832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 115655 members 
Entering Unmasked Estep 
Score: -12098323.000000 Penalty: 3796.076416
	Iteration 95Q: 3 clusters Score -1.209832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 115662 members 
Entering Unmasked Estep 
Score: -12098328.000000 Penalty: 3796.076416
	Iteration 96Q: 3 clusters Score -1.209833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 115668 members 
Entering Unmasked Estep 
Score: -12098326.000000 Penalty: 3796.076416
	Iteration 97Q: 3 clusters Score -1.209833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 115672 members 
Entering Unmasked Estep 
Score: -12098327.000000 Penalty: 3796.076416
	Iteration 98Q: 3 clusters Score -1.209833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 115674 members 
Entering Unmasked Estep 
Score: -12098326.000000 Penalty: 3796.076416
	Iteration 99Q: 3 clusters Score -1.209833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 115674 members 
Entering Unmasked Estep 
Score: -12098338.000000 Penalty: 3796.076416
	Iteration 100F: 3 clusters Score -1.209834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 115675 members 
Entering Unmasked Estep 
Score: -12098345.000000 Penalty: 3796.076416
	Iteration 101Q: 3 clusters Score -1.209834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 115676 members 
Entering Unmasked Estep 
Score: -12098338.000000 Penalty: 3796.076416
	Iteration 102Q: 3 clusters Score -1.209834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 115680 members 
Entering Unmasked Estep 
Score: -12098342.000000 Penalty: 3796.076416
	Iteration 103Q: 3 clusters Score -1.209834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 115680 members 
Entering Unmasked Estep 
Score: -12098342.000000 Penalty: 3796.076416
	Iteration 104F: 3 clusters Score -1.209834e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Entering Unmasked Estep 
Score: -1827789.125000 Penalty: 1593.991211
	Iteration 0F: 2 clusters Score -1827789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1815328.375000 Penalty: 3187.982422
	Iteration 0F: 3 clusters Score -1815328 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1819680.250000 Penalty: 3187.982422
	Iteration 1F: 3 clusters Score -1819680 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1820001.750000 Penalty: 3187.982422
	Iteration 2F: 3 clusters Score -1820002 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1820263.500000 Penalty: 3187.982422
	Iteration 3Q: 3 clusters Score -1820264 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1820526.750000 Penalty: 3187.982422
	Iteration 4Q: 3 clusters Score -1820527 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1820807.500000 Penalty: 3187.982422
	Iteration 5Q: 3 clusters Score -1820808 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1821117.750000 Penalty: 3187.982422
	Iteration 6Q: 3 clusters Score -1821118 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1821499.000000 Penalty: 3187.982422
	Iteration 7Q: 3 clusters Score -1821499 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1822039.375000 Penalty: 3187.982422
	Iteration 8Q: 3 clusters Score -1822039 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1822661.125000 Penalty: 3187.982422
	Iteration 9Q: 3 clusters Score -1822661 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1823342.625000 Penalty: 3187.982422
	Iteration 10Q: 3 clusters Score -1823343 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1824018.500000 Penalty: 3187.982422
	Iteration 11Q: 3 clusters Score -1824018 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1824548.000000 Penalty: 3187.982422
	Iteration 12Q: 3 clusters Score -1824548 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1824929.750000 Penalty: 3187.982422
	Iteration 13Q: 3 clusters Score -1824930 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1825169.000000 Penalty: 3187.982422
	Iteration 14Q: 3 clusters Score -1825169 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1825316.000000 Penalty: 3187.982422
	Iteration 15Q: 3 clusters Score -1825316 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1825394.125000 Penalty: 3187.982422
	Iteration 16Q: 3 clusters Score -1825394 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1825438.875000 Penalty: 3187.982422
	Iteration 17Q: 3 clusters Score -1825439 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1825475.125000 Penalty: 3187.982422
	Iteration 18Q: 3 clusters Score -1825475 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1825491.500000 Penalty: 3187.982422
	Iteration 19Q: 3 clusters Score -1825492 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1825506.625000 Penalty: 3187.982422
	Iteration 20F: 3 clusters Score -1825507 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1825517.000000 Penalty: 3187.982422
	Iteration 21Q: 3 clusters Score -1825517 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1825529.250000 Penalty: 3187.982422
	Iteration 22Q: 3 clusters Score -1825529 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1825532.125000 Penalty: 3187.982422
	Iteration 23Q: 3 clusters Score -1825532 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1825541.625000 Penalty: 3187.982422
	Iteration 24Q: 3 clusters Score -1825542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1825551.500000 Penalty: 3187.982422
	Iteration 25Q: 3 clusters Score -1825552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1825557.625000 Penalty: 3187.982422
	Iteration 26Q: 3 clusters Score -1825558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1825562.500000 Penalty: 3187.982422
	Iteration 27Q: 3 clusters Score -1825562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1825566.375000 Penalty: 3187.982422
	Iteration 28Q: 3 clusters Score -1825566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1825570.375000 Penalty: 3187.982422
	Iteration 29Q: 3 clusters Score -1825570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1825574.750000 Penalty: 3187.982422
	Iteration 30Q: 3 clusters Score -1825575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1825580.125000 Penalty: 3187.982422
	Iteration 31Q: 3 clusters Score -1825580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1825578.500000 Penalty: 3187.982422
	Iteration 32Q: 3 clusters Score -1825578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1825579.625000 Penalty: 3187.982422
	Iteration 33Q: 3 clusters Score -1825580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1825582.125000 Penalty: 3187.982422
	Iteration 34Q: 3 clusters Score -1825582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1825582.750000 Penalty: 3187.982422
	Iteration 35Q: 3 clusters Score -1825583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1825587.250000 Penalty: 3187.982422
	Iteration 36Q: 3 clusters Score -1825587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1825590.125000 Penalty: 3187.982422
	Iteration 37Q: 3 clusters Score -1825590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1825595.750000 Penalty: 3187.982422
	Iteration 38Q: 3 clusters Score -1825596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1825593.625000 Penalty: 3187.982422
	Iteration 39Q: 3 clusters Score -1825594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1825597.125000 Penalty: 3187.982422
	Iteration 40F: 3 clusters Score -1825597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1825597.750000 Penalty: 3187.982422
	Iteration 41Q: 3 clusters Score -1825598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1825597.500000 Penalty: 3187.982422
	Iteration 42Q: 3 clusters Score -1825598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1825600.625000 Penalty: 3187.982422
	Iteration 43Q: 3 clusters Score -1825601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1825600.875000 Penalty: 3187.982422
	Iteration 44Q: 3 clusters Score -1825601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1825603.125000 Penalty: 3187.982422
	Iteration 45Q: 3 clusters Score -1825603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1825604.625000 Penalty: 3187.982422
	Iteration 46Q: 3 clusters Score -1825605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1825605.625000 Penalty: 3187.982422
	Iteration 47Q: 3 clusters Score -1825606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1825610.750000 Penalty: 3187.982422
	Iteration 48Q: 3 clusters Score -1825611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1825615.375000 Penalty: 3187.982422
	Iteration 49Q: 3 clusters Score -1825615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1825616.625000 Penalty: 3187.982422
	Iteration 50Q: 3 clusters Score -1825617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1825618.375000 Penalty: 3187.982422
	Iteration 51Q: 3 clusters Score -1825618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1825621.000000 Penalty: 3187.982422
	Iteration 52Q: 3 clusters Score -1825621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1825622.750000 Penalty: 3187.982422
	Iteration 53Q: 3 clusters Score -1825623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1825623.500000 Penalty: 3187.982422
	Iteration 54Q: 3 clusters Score -1825624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1825628.375000 Penalty: 3187.982422
	Iteration 55Q: 3 clusters Score -1825628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1825631.750000 Penalty: 3187.982422
	Iteration 56Q: 3 clusters Score -1825632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1825640.750000 Penalty: 3187.982422
	Iteration 57Q: 3 clusters Score -1825641 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1825641.000000 Penalty: 3187.982422
	Iteration 58Q: 3 clusters Score -1825641 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1825650.500000 Penalty: 3187.982422
	Iteration 59Q: 3 clusters Score -1825650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1825648.250000 Penalty: 3187.982422
	Iteration 60F: 3 clusters Score -1825648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1825653.500000 Penalty: 3187.982422
	Iteration 61Q: 3 clusters Score -1825654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1825653.250000 Penalty: 3187.982422
	Iteration 62Q: 3 clusters Score -1825653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1825652.375000 Penalty: 3187.982422
	Iteration 63Q: 3 clusters Score -1825652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1825656.125000 Penalty: 3187.982422
	Iteration 64Q: 3 clusters Score -1825656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1825666.125000 Penalty: 3187.982422
	Iteration 65Q: 3 clusters Score -1825666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1825666.375000 Penalty: 3187.982422
	Iteration 66Q: 3 clusters Score -1825666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1825670.750000 Penalty: 3187.982422
	Iteration 67Q: 3 clusters Score -1825671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1825671.500000 Penalty: 3187.982422
	Iteration 68Q: 3 clusters Score -1825672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1825676.375000 Penalty: 3187.982422
	Iteration 69Q: 3 clusters Score -1825676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1825681.000000 Penalty: 3187.982422
	Iteration 70Q: 3 clusters Score -1825681 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1825686.000000 Penalty: 3187.982422
	Iteration 71Q: 3 clusters Score -1825686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1825690.750000 Penalty: 3187.982422
	Iteration 72Q: 3 clusters Score -1825691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1825691.250000 Penalty: 3187.982422
	Iteration 73Q: 3 clusters Score -1825691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1825693.625000 Penalty: 3187.982422
	Iteration 74Q: 3 clusters Score -1825694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1825696.625000 Penalty: 3187.982422
	Iteration 75Q: 3 clusters Score -1825697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1825698.500000 Penalty: 3187.982422
	Iteration 76Q: 3 clusters Score -1825698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1825697.625000 Penalty: 3187.982422
	Iteration 77Q: 3 clusters Score -1825698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1825697.625000 Penalty: 3187.982422
	Iteration 78Q: 3 clusters Score -1825698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1825693.000000 Penalty: 3187.982422
	Iteration 79Q: 3 clusters Score -1825693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1825692.750000 Penalty: 3187.982422
	Iteration 80F: 3 clusters Score -1825693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1825697.375000 Penalty: 3187.982422
	Iteration 81Q: 3 clusters Score -1825697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1825697.500000 Penalty: 3187.982422
	Iteration 82Q: 3 clusters Score -1825698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1825697.375000 Penalty: 3187.982422
	Iteration 83Q: 3 clusters Score -1825697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1825698.875000 Penalty: 3187.982422
	Iteration 84Q: 3 clusters Score -1825699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1825697.500000 Penalty: 3187.982422
	Iteration 85Q: 3 clusters Score -1825698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1825697.250000 Penalty: 3187.982422
	Iteration 86Q: 3 clusters Score -1825697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1825699.000000 Penalty: 3187.982422
	Iteration 87Q: 3 clusters Score -1825699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1825701.750000 Penalty: 3187.982422
	Iteration 88Q: 3 clusters Score -1825702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1825703.750000 Penalty: 3187.982422
	Iteration 89Q: 3 clusters Score -1825704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1825706.000000 Penalty: 3187.982422
	Iteration 90Q: 3 clusters Score -1825706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1825708.125000 Penalty: 3187.982422
	Iteration 91Q: 3 clusters Score -1825708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1825709.125000 Penalty: 3187.982422
	Iteration 92Q: 3 clusters Score -1825709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1825710.375000 Penalty: 3187.982422
	Iteration 93Q: 3 clusters Score -1825710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1825709.250000 Penalty: 3187.982422
	Iteration 94Q: 3 clusters Score -1825709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1825707.500000 Penalty: 3187.982422
	Iteration 95Q: 3 clusters Score -1825708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1825707.375000 Penalty: 3187.982422
	Iteration 96Q: 3 clusters Score -1825707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1825707.625000 Penalty: 3187.982422
	Iteration 97Q: 3 clusters Score -1825708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1825708.750000 Penalty: 3187.982422
	Iteration 98Q: 3 clusters Score -1825709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1825708.375000 Penalty: 3187.982422
	Iteration 99Q: 3 clusters Score -1825708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1825710.750000 Penalty: 3187.982422
	Iteration 100F: 3 clusters Score -1825711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1825707.875000 Penalty: 3187.982422
	Iteration 101Q: 3 clusters Score -1825708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1825707.375000 Penalty: 3187.982422
	Iteration 102Q: 3 clusters Score -1825707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1825705.750000 Penalty: 3187.982422
	Iteration 103Q: 3 clusters Score -1825706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1825708.875000 Penalty: 3187.982422
	Iteration 104Q: 3 clusters Score -1825709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1825707.625000 Penalty: 3187.982422
	Iteration 105Q: 3 clusters Score -1825708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1825707.375000 Penalty: 3187.982422
	Iteration 106Q: 3 clusters Score -1825707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1825708.500000 Penalty: 3187.982422
	Iteration 107Q: 3 clusters Score -1825708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1825709.125000 Penalty: 3187.982422
	Iteration 108Q: 3 clusters Score -1825709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1825705.750000 Penalty: 3187.982422
	Iteration 109Q: 3 clusters Score -1825706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1825705.750000 Penalty: 3187.982422
	Iteration 110F: 3 clusters Score -1825706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Entering Unmasked Estep 
Score: -2244518.750000 Penalty: 1632.943848
	Iteration 0F: 2 clusters Score -2244519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2228760.750000 Penalty: 3265.887695
	Iteration 0F: 3 clusters Score -2228761 nChanged 10491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2234579.250000 Penalty: 3265.887695
	Iteration 1F: 3 clusters Score -2234579 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2234972.000000 Penalty: 3265.887695
	Iteration 2Q: 3 clusters Score -2234972 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2235416.250000 Penalty: 3265.887695
	Iteration 3Q: 3 clusters Score -2235416 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2235945.000000 Penalty: 3265.887695
	Iteration 4Q: 3 clusters Score -2235945 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2236520.250000 Penalty: 3265.887695
	Iteration 5Q: 3 clusters Score -2236520 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2237193.000000 Penalty: 3265.887695
	Iteration 6Q: 3 clusters Score -2237193 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2237878.750000 Penalty: 3265.887695
	Iteration 7Q: 3 clusters Score -2237879 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2238578.750000 Penalty: 3265.887695
	Iteration 8Q: 3 clusters Score -2238579 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2239281.000000 Penalty: 3265.887695
	Iteration 9Q: 3 clusters Score -2239281 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2239987.500000 Penalty: 3265.887695
	Iteration 10Q: 3 clusters Score -2239988 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2240714.500000 Penalty: 3265.887695
	Iteration 11Q: 3 clusters Score -2240714 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2241395.250000 Penalty: 3265.887695
	Iteration 12Q: 3 clusters Score -2241395 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -2241973.750000 Penalty: 3265.887695
	Iteration 13Q: 3 clusters Score -2241974 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -2242370.000000 Penalty: 3265.887695
	Iteration 14Q: 3 clusters Score -2242370 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -2242631.000000 Penalty: 3265.887695
	Iteration 15Q: 3 clusters Score -2242631 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -2242812.500000 Penalty: 3265.887695
	Iteration 16Q: 3 clusters Score -2242812 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -2242922.000000 Penalty: 3265.887695
	Iteration 17Q: 3 clusters Score -2242922 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -2243006.250000 Penalty: 3265.887695
	Iteration 18Q: 3 clusters Score -2243006 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -2243079.000000 Penalty: 3265.887695
	Iteration 19Q: 3 clusters Score -2243079 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -2243108.000000 Penalty: 3265.887695
	Iteration 20F: 3 clusters Score -2243108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -2243131.750000 Penalty: 3265.887695
	Iteration 21Q: 3 clusters Score -2243132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -2243149.750000 Penalty: 3265.887695
	Iteration 22Q: 3 clusters Score -2243150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2243161.250000 Penalty: 3265.887695
	Iteration 23Q: 3 clusters Score -2243161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -2243174.750000 Penalty: 3265.887695
	Iteration 24Q: 3 clusters Score -2243175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -2243184.000000 Penalty: 3265.887695
	Iteration 25Q: 3 clusters Score -2243184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2243192.250000 Penalty: 3265.887695
	Iteration 26Q: 3 clusters Score -2243192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2243200.250000 Penalty: 3265.887695
	Iteration 27Q: 3 clusters Score -2243200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2243202.250000 Penalty: 3265.887695
	Iteration 28Q: 3 clusters Score -2243202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -2243204.750000 Penalty: 3265.887695
	Iteration 29Q: 3 clusters Score -2243205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2243202.750000 Penalty: 3265.887695
	Iteration 30Q: 3 clusters Score -2243203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -2243210.500000 Penalty: 3265.887695
	Iteration 31Q: 3 clusters Score -2243210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -2243207.500000 Penalty: 3265.887695
	Iteration 32Q: 3 clusters Score -2243208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -2243210.250000 Penalty: 3265.887695
	Iteration 33Q: 3 clusters Score -2243210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -2243209.500000 Penalty: 3265.887695
	Iteration 34Q: 3 clusters Score -2243210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -2243210.250000 Penalty: 3265.887695
	Iteration 35Q: 3 clusters Score -2243210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2243212.500000 Penalty: 3265.887695
	Iteration 36Q: 3 clusters Score -2243212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -2243212.250000 Penalty: 3265.887695
	Iteration 37Q: 3 clusters Score -2243212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2243213.500000 Penalty: 3265.887695
	Iteration 38Q: 3 clusters Score -2243214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2243213.500000 Penalty: 3265.887695
	Iteration 39F: 3 clusters Score -2243214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Entering Unmasked Estep 
Score: -5265304.000000 Penalty: 1763.546631
	Iteration 0F: 2 clusters Score -5265304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -5230844.500000 Penalty: 3527.093262
	Iteration 0F: 3 clusters Score -5230844 nChanged 24172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -5245081.500000 Penalty: 3527.093262
	Iteration 1F: 3 clusters Score -5245082 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -5246239.500000 Penalty: 3527.093262
	Iteration 2F: 3 clusters Score -5246240 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -5248076.500000 Penalty: 3527.093262
	Iteration 3F: 3 clusters Score -5248076 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -5250607.000000 Penalty: 3527.093262
	Iteration 4F: 3 clusters Score -5250607 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -5253659.000000 Penalty: 3527.093262
	Iteration 5F: 3 clusters Score -5253659 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -5256709.500000 Penalty: 3527.093262
	Iteration 6F: 3 clusters Score -5256710 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -5259202.000000 Penalty: 3527.093262
	Iteration 7F: 3 clusters Score -5259202 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -5260462.000000 Penalty: 3527.093262
	Iteration 8Q: 3 clusters Score -5260462 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -5260987.000000 Penalty: 3527.093262
	Iteration 9Q: 3 clusters Score -5260987 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -5261304.500000 Penalty: 3527.093262
	Iteration 10Q: 3 clusters Score -5261304 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -5261524.500000 Penalty: 3527.093262
	Iteration 11Q: 3 clusters Score -5261524 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -5261732.000000 Penalty: 3527.093262
	Iteration 12Q: 3 clusters Score -5261732 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -5261926.500000 Penalty: 3527.093262
	Iteration 13Q: 3 clusters Score -5261926 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -5262088.000000 Penalty: 3527.093262
	Iteration 14Q: 3 clusters Score -5262088 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -5262278.500000 Penalty: 3527.093262
	Iteration 15Q: 3 clusters Score -5262278 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -5262447.000000 Penalty: 3527.093262
	Iteration 16Q: 3 clusters Score -5262447 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -5262602.500000 Penalty: 3527.093262
	Iteration 17Q: 3 clusters Score -5262602 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -5262745.000000 Penalty: 3527.093262
	Iteration 18Q: 3 clusters Score -5262745 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -5262886.000000 Penalty: 3527.093262
	Iteration 19Q: 3 clusters Score -5262886 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -5263001.000000 Penalty: 3527.093262
	Iteration 20F: 3 clusters Score -5263001 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -5263130.000000 Penalty: 3527.093262
	Iteration 21Q: 3 clusters Score -5263130 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -5263251.000000 Penalty: 3527.093262
	Iteration 22Q: 3 clusters Score -5263251 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -5263350.000000 Penalty: 3527.093262
	Iteration 23Q: 3 clusters Score -5263350 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -5263480.500000 Penalty: 3527.093262
	Iteration 24Q: 3 clusters Score -5263480 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -5263580.500000 Penalty: 3527.093262
	Iteration 25Q: 3 clusters Score -5263580 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -5263684.500000 Penalty: 3527.093262
	Iteration 26Q: 3 clusters Score -5263684 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -5263739.000000 Penalty: 3527.093262
	Iteration 27Q: 3 clusters Score -5263739 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -5263816.000000 Penalty: 3527.093262
	Iteration 28Q: 3 clusters Score -5263816 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -5263882.500000 Penalty: 3527.093262
	Iteration 29Q: 3 clusters Score -5263882 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -5263925.500000 Penalty: 3527.093262
	Iteration 30Q: 3 clusters Score -5263926 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 49220 members 
Entering Unmasked Estep 
Score: -5263966.000000 Penalty: 3527.093262
	Iteration 31Q: 3 clusters Score -5263966 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -5264028.000000 Penalty: 3527.093262
	Iteration 32Q: 3 clusters Score -5264028 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -5264055.500000 Penalty: 3527.093262
	Iteration 33Q: 3 clusters Score -5264056 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -5264113.000000 Penalty: 3527.093262
	Iteration 34Q: 3 clusters Score -5264113 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -5264161.500000 Penalty: 3527.093262
	Iteration 35Q: 3 clusters Score -5264162 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -5264176.500000 Penalty: 3527.093262
	Iteration 36Q: 3 clusters Score -5264176 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -5264205.000000 Penalty: 3527.093262
	Iteration 37Q: 3 clusters Score -5264205 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
Score: -5264226.000000 Penalty: 3527.093262
	Iteration 38Q: 3 clusters Score -5264226 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -5264248.000000 Penalty: 3527.093262
	Iteration 39Q: 3 clusters Score -5264248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -5264247.000000 Penalty: 3527.093262
	Iteration 40F: 3 clusters Score -5264247 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -5264252.000000 Penalty: 3527.093262
	Iteration 41Q: 3 clusters Score -5264252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -5264242.000000 Penalty: 3527.093262
	Iteration 42Q: 3 clusters Score -5264242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -5264259.000000 Penalty: 3527.093262
	Iteration 43Q: 3 clusters Score -5264259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -5264265.000000 Penalty: 3527.093262
	Iteration 44Q: 3 clusters Score -5264265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -5264267.000000 Penalty: 3527.093262
	Iteration 45Q: 3 clusters Score -5264267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -5264266.500000 Penalty: 3527.093262
	Iteration 46Q: 3 clusters Score -5264266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -5264262.500000 Penalty: 3527.093262
	Iteration 47Q: 3 clusters Score -5264262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -5264264.500000 Penalty: 3527.093262
	Iteration 48Q: 3 clusters Score -5264264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -5264267.500000 Penalty: 3527.093262
	Iteration 49Q: 3 clusters Score -5264268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -5264269.500000 Penalty: 3527.093262
	Iteration 50Q: 3 clusters Score -5264270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -5264266.500000 Penalty: 3527.093262
	Iteration 51Q: 3 clusters Score -5264266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -5264264.500000 Penalty: 3527.093262
	Iteration 52Q: 3 clusters Score -5264264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 50217 members 
Entering Unmasked Estep 
Score: -5264258.500000 Penalty: 3527.093262
	Iteration 53Q: 3 clusters Score -5264258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -5264264.500000 Penalty: 3527.093262
	Iteration 54Q: 3 clusters Score -5264264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -5264259.000000 Penalty: 3527.093262
	Iteration 55Q: 3 clusters Score -5264259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -5264258.000000 Penalty: 3527.093262
	Iteration 56Q: 3 clusters Score -5264258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -5264256.500000 Penalty: 3527.093262
	Iteration 57Q: 3 clusters Score -5264256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 50227 members 
Entering Unmasked Estep 
Score: -5264255.000000 Penalty: 3527.093262
	Iteration 58Q: 3 clusters Score -5264255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 50227 members 
Entering Unmasked Estep 
Score: -5264255.000000 Penalty: 3527.093262
	Iteration 59F: 3 clusters Score -5264255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Entering Unmasked Estep 
Score: -4383206.000000 Penalty: 1735.449341
	Iteration 0F: 2 clusters Score -4383206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -4354009.000000 Penalty: 3470.898682
	Iteration 0F: 3 clusters Score -4354009 nChanged 20271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -4365604.000000 Penalty: 3470.898682
	Iteration 1F: 3 clusters Score -4365604 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -4366147.500000 Penalty: 3470.898682
	Iteration 2Q: 3 clusters Score -4366148 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -4366739.500000 Penalty: 3470.898682
	Iteration 3Q: 3 clusters Score -4366740 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -4367512.000000 Penalty: 3470.898682
	Iteration 4Q: 3 clusters Score -4367512 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -4368738.500000 Penalty: 3470.898682
	Iteration 5F: 3 clusters Score -4368738 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -4370494.000000 Penalty: 3470.898682
	Iteration 6F: 3 clusters Score -4370494 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -4373047.000000 Penalty: 3470.898682
	Iteration 7F: 3 clusters Score -4373047 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -4375904.000000 Penalty: 3470.898682
	Iteration 8F: 3 clusters Score -4375904 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -4378563.000000 Penalty: 3470.898682
	Iteration 9F: 3 clusters Score -4378563 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -4380143.500000 Penalty: 3470.898682
	Iteration 10Q: 3 clusters Score -4380144 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -4380804.500000 Penalty: 3470.898682
	Iteration 11Q: 3 clusters Score -4380804 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -4381177.500000 Penalty: 3470.898682
	Iteration 12Q: 3 clusters Score -4381178 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -4381411.000000 Penalty: 3470.898682
	Iteration 13Q: 3 clusters Score -4381411 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -4381600.000000 Penalty: 3470.898682
	Iteration 14Q: 3 clusters Score -4381600 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -4381707.500000 Penalty: 3470.898682
	Iteration 15Q: 3 clusters Score -4381708 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -4381799.000000 Penalty: 3470.898682
	Iteration 16Q: 3 clusters Score -4381799 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -4381879.500000 Penalty: 3470.898682
	Iteration 17Q: 3 clusters Score -4381880 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -4381948.000000 Penalty: 3470.898682
	Iteration 18Q: 3 clusters Score -4381948 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -4382008.000000 Penalty: 3470.898682
	Iteration 19Q: 3 clusters Score -4382008 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -4382076.500000 Penalty: 3470.898682
	Iteration 20F: 3 clusters Score -4382076 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -4382114.500000 Penalty: 3470.898682
	Iteration 21Q: 3 clusters Score -4382114 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -4382159.000000 Penalty: 3470.898682
	Iteration 22Q: 3 clusters Score -4382159 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -4382191.500000 Penalty: 3470.898682
	Iteration 23Q: 3 clusters Score -4382192 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -4382212.500000 Penalty: 3470.898682
	Iteration 24Q: 3 clusters Score -4382212 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -4382246.500000 Penalty: 3470.898682
	Iteration 25Q: 3 clusters Score -4382246 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -4382259.500000 Penalty: 3470.898682
	Iteration 26Q: 3 clusters Score -4382260 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -4382279.000000 Penalty: 3470.898682
	Iteration 27Q: 3 clusters Score -4382279 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -4382297.000000 Penalty: 3470.898682
	Iteration 28Q: 3 clusters Score -4382297 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -4382305.000000 Penalty: 3470.898682
	Iteration 29Q: 3 clusters Score -4382305 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -4382315.000000 Penalty: 3470.898682
	Iteration 30Q: 3 clusters Score -4382315 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -4382321.000000 Penalty: 3470.898682
	Iteration 31Q: 3 clusters Score -4382321 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -4382322.000000 Penalty: 3470.898682
	Iteration 32Q: 3 clusters Score -4382322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -4382314.500000 Penalty: 3470.898682
	Iteration 33Q: 3 clusters Score -4382314 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -4382317.500000 Penalty: 3470.898682
	Iteration 34Q: 3 clusters Score -4382318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -4382326.000000 Penalty: 3470.898682
	Iteration 35Q: 3 clusters Score -4382326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -4382337.000000 Penalty: 3470.898682
	Iteration 36Q: 3 clusters Score -4382337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -4382345.000000 Penalty: 3470.898682
	Iteration 37Q: 3 clusters Score -4382345 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -4382341.000000 Penalty: 3470.898682
	Iteration 38Q: 3 clusters Score -4382341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -4382338.000000 Penalty: 3470.898682
	Iteration 39Q: 3 clusters Score -4382338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -4382340.000000 Penalty: 3470.898682
	Iteration 40F: 3 clusters Score -4382340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -4382344.000000 Penalty: 3470.898682
	Iteration 41Q: 3 clusters Score -4382344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -4382350.500000 Penalty: 3470.898682
	Iteration 42Q: 3 clusters Score -4382350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -4382351.500000 Penalty: 3470.898682
	Iteration 43Q: 3 clusters Score -4382352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -4382347.000000 Penalty: 3470.898682
	Iteration 44Q: 3 clusters Score -4382347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -4382346.500000 Penalty: 3470.898682
	Iteration 45Q: 3 clusters Score -4382346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -4382355.000000 Penalty: 3470.898682
	Iteration 46Q: 3 clusters Score -4382355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -4382355.500000 Penalty: 3470.898682
	Iteration 47Q: 3 clusters Score -4382356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -4382362.000000 Penalty: 3470.898682
	Iteration 48Q: 3 clusters Score -4382362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -4382356.500000 Penalty: 3470.898682
	Iteration 49Q: 3 clusters Score -4382356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -4382356.000000 Penalty: 3470.898682
	Iteration 50Q: 3 clusters Score -4382356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -4382359.000000 Penalty: 3470.898682
	Iteration 51Q: 3 clusters Score -4382359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -4382354.500000 Penalty: 3470.898682
	Iteration 52Q: 3 clusters Score -4382354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -4382351.000000 Penalty: 3470.898682
	Iteration 53Q: 3 clusters Score -4382351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -4382355.000000 Penalty: 3470.898682
	Iteration 54Q: 3 clusters Score -4382355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -4382354.500000 Penalty: 3470.898682
	Iteration 55Q: 3 clusters Score -4382354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -4382356.000000 Penalty: 3470.898682
	Iteration 56Q: 3 clusters Score -4382356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -4382367.000000 Penalty: 3470.898682
	Iteration 57Q: 3 clusters Score -4382367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -4382371.500000 Penalty: 3470.898682
	Iteration 58Q: 3 clusters Score -4382372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -4382390.500000 Penalty: 3470.898682
	Iteration 59Q: 3 clusters Score -4382390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -4382384.000000 Penalty: 3470.898682
	Iteration 60F: 3 clusters Score -4382384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -4382385.000000 Penalty: 3470.898682
	Iteration 61Q: 3 clusters Score -4382385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -4382380.000000 Penalty: 3470.898682
	Iteration 62Q: 3 clusters Score -4382380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -4382387.000000 Penalty: 3470.898682
	Iteration 63Q: 3 clusters Score -4382387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -4382391.500000 Penalty: 3470.898682
	Iteration 64Q: 3 clusters Score -4382392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -4382395.500000 Penalty: 3470.898682
	Iteration 65Q: 3 clusters Score -4382396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -4382397.500000 Penalty: 3470.898682
	Iteration 66Q: 3 clusters Score -4382398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -4382401.000000 Penalty: 3470.898682
	Iteration 67Q: 3 clusters Score -4382401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -4382398.500000 Penalty: 3470.898682
	Iteration 68Q: 3 clusters Score -4382398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -4382411.000000 Penalty: 3470.898682
	Iteration 69Q: 3 clusters Score -4382411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -4382414.000000 Penalty: 3470.898682
	Iteration 70Q: 3 clusters Score -4382414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -4382415.500000 Penalty: 3470.898682
	Iteration 71Q: 3 clusters Score -4382416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -4382418.500000 Penalty: 3470.898682
	Iteration 72Q: 3 clusters Score -4382418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -4382417.500000 Penalty: 3470.898682
	Iteration 73Q: 3 clusters Score -4382418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -4382411.000000 Penalty: 3470.898682
	Iteration 74Q: 3 clusters Score -4382411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -4382419.000000 Penalty: 3470.898682
	Iteration 75Q: 3 clusters Score -4382419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -4382412.000000 Penalty: 3470.898682
	Iteration 76Q: 3 clusters Score -4382412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -4382415.500000 Penalty: 3470.898682
	Iteration 77Q: 3 clusters Score -4382416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -4382406.500000 Penalty: 3470.898682
	Iteration 78Q: 3 clusters Score -4382406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -4382406.500000 Penalty: 3470.898682
	Iteration 79Q: 3 clusters Score -4382406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -4382406.500000 Penalty: 3470.898682
	Iteration 80F: 3 clusters Score -4382406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -4382410.500000 Penalty: 3470.898682
	Iteration 81Q: 3 clusters Score -4382410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -4382412.000000 Penalty: 3470.898682
	Iteration 82Q: 3 clusters Score -4382412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -4382420.000000 Penalty: 3470.898682
	Iteration 83Q: 3 clusters Score -4382420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -4382411.000000 Penalty: 3470.898682
	Iteration 84Q: 3 clusters Score -4382411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -4382411.000000 Penalty: 3470.898682
	Iteration 85Q: 3 clusters Score -4382411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -4382411.000000 Penalty: 3470.898682
	Iteration 86Q: 3 clusters Score -4382411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -4382410.000000 Penalty: 3470.898682
	Iteration 87Q: 3 clusters Score -4382410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -4382411.000000 Penalty: 3470.898682
	Iteration 88Q: 3 clusters Score -4382411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -4382412.500000 Penalty: 3470.898682
	Iteration 89Q: 3 clusters Score -4382412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -4382413.500000 Penalty: 3470.898682
	Iteration 90Q: 3 clusters Score -4382414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -4382413.500000 Penalty: 3470.898682
	Iteration 91F: 3 clusters Score -4382414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155972 members 
Entering Unmasked Estep 
Score: -15865701.000000 Penalty: 1943.082642
	Iteration 0F: 2 clusters Score -1.58657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78200 members 
Mstep: Class 2 contains 77772 members 
Entering Unmasked Estep 
Score: -15762013.000000 Penalty: 3886.165283
	Iteration 0F: 3 clusters Score -1.576201e+07 nChanged 75209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82465 members 
Mstep: Class 2 contains 73507 members 
Entering Unmasked Estep 
Score: -15806195.000000 Penalty: 3886.165283
	Iteration 1F: 3 clusters Score -1.58062e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85076 members 
Mstep: Class 2 contains 70896 members 
Entering Unmasked Estep 
Score: -15807463.000000 Penalty: 3886.165283
	Iteration 2Q: 3 clusters Score -1.580746e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89102 members 
Mstep: Class 2 contains 66870 members 
Entering Unmasked Estep 
Score: -15809501.000000 Penalty: 3886.165283
	Iteration 3Q: 3 clusters Score -1.58095e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95006 members 
Mstep: Class 2 contains 60966 members 
Entering Unmasked Estep 
Score: -15812786.000000 Penalty: 3886.165283
	Iteration 4Q: 3 clusters Score -1.581279e+07 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103490 members 
Mstep: Class 2 contains 52482 members 
Entering Unmasked Estep 
Score: -15818323.000000 Penalty: 3886.165283
	Iteration 5F: 3 clusters Score -1.581832e+07 nChanged 11708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114568 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -15827333.000000 Penalty: 3886.165283
	Iteration 6F: 3 clusters Score -1.582733e+07 nChanged 12637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126771 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -15838723.000000 Penalty: 3886.165283
	Iteration 7F: 3 clusters Score -1.583872e+07 nChanged 10814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137387 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -15848861.000000 Penalty: 3886.165283
	Iteration 8F: 3 clusters Score -1.584886e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144944 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -15855834.000000 Penalty: 3886.165283
	Iteration 9Q: 3 clusters Score -1.585583e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149547 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -15859796.000000 Penalty: 3886.165283
	Iteration 10Q: 3 clusters Score -1.58598e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152117 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -15861737.000000 Penalty: 3886.165283
	Iteration 11Q: 3 clusters Score -1.586174e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153623 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -15862802.000000 Penalty: 3886.165283
	Iteration 12Q: 3 clusters Score -1.58628e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154434 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -15863413.000000 Penalty: 3886.165283
	Iteration 13Q: 3 clusters Score -1.586341e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154886 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -15863715.000000 Penalty: 3886.165283
	Iteration 14Q: 3 clusters Score -1.586372e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155141 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -15863865.000000 Penalty: 3886.165283
	Iteration 15Q: 3 clusters Score -1.586386e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155308 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -15863979.000000 Penalty: 3886.165283
	Iteration 16Q: 3 clusters Score -1.586398e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155386 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -15864028.000000 Penalty: 3886.165283
	Iteration 17Q: 3 clusters Score -1.586403e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155435 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -15864049.000000 Penalty: 3886.165283
	Iteration 18Q: 3 clusters Score -1.586405e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155465 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -15864076.000000 Penalty: 3886.165283
	Iteration 19Q: 3 clusters Score -1.586408e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155484 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -15864098.000000 Penalty: 3886.165283
	Iteration 20F: 3 clusters Score -1.58641e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155499 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -15864112.000000 Penalty: 3886.165283
	Iteration 21Q: 3 clusters Score -1.586411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155506 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -15864117.000000 Penalty: 3886.165283
	Iteration 22Q: 3 clusters Score -1.586412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155515 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -15864119.000000 Penalty: 3886.165283
	Iteration 23Q: 3 clusters Score -1.586412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155521 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -15864120.000000 Penalty: 3886.165283
	Iteration 24Q: 3 clusters Score -1.586412e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155531 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -15864132.000000 Penalty: 3886.165283
	Iteration 25Q: 3 clusters Score -1.586413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155537 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -15864122.000000 Penalty: 3886.165283
	Iteration 26Q: 3 clusters Score -1.586412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155539 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -15864124.000000 Penalty: 3886.165283
	Iteration 27Q: 3 clusters Score -1.586412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155540 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -15864125.000000 Penalty: 3886.165283
	Iteration 28Q: 3 clusters Score -1.586412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155539 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -15864132.000000 Penalty: 3886.165283
	Iteration 29Q: 3 clusters Score -1.586413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155539 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -15864132.000000 Penalty: 3886.165283
	Iteration 30F: 3 clusters Score -1.586413e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Entering Unmasked Estep 
Score: -575137.875000 Penalty: 1404.678955
	Iteration 0F: 2 clusters Score -575137.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -570669.875000 Penalty: 2809.357910
	Iteration 0F: 3 clusters Score -570669.9 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -572105.062500 Penalty: 2809.357910
	Iteration 1F: 3 clusters Score -572105.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -572354.687500 Penalty: 2809.357910
	Iteration 2F: 3 clusters Score -572354.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -572501.062500 Penalty: 2809.357910
	Iteration 3F: 3 clusters Score -572501.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -572629.187500 Penalty: 2809.357910
	Iteration 4Q: 3 clusters Score -572629.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -572757.750000 Penalty: 2809.357910
	Iteration 5Q: 3 clusters Score -572757.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -572866.437500 Penalty: 2809.357910
	Iteration 6Q: 3 clusters Score -572866.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -572967.312500 Penalty: 2809.357910
	Iteration 7Q: 3 clusters Score -572967.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -573045.125000 Penalty: 2809.357910
	Iteration 8Q: 3 clusters Score -573045.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -573106.062500 Penalty: 2809.357910
	Iteration 9Q: 3 clusters Score -573106.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -573159.875000 Penalty: 2809.357910
	Iteration 10Q: 3 clusters Score -573159.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -573200.062500 Penalty: 2809.357910
	Iteration 11Q: 3 clusters Score -573200.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -573234.062500 Penalty: 2809.357910
	Iteration 12Q: 3 clusters Score -573234.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -573262.875000 Penalty: 2809.357910
	Iteration 13Q: 3 clusters Score -573262.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -573290.250000 Penalty: 2809.357910
	Iteration 14Q: 3 clusters Score -573290.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -573316.625000 Penalty: 2809.357910
	Iteration 15Q: 3 clusters Score -573316.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -573338.937500 Penalty: 2809.357910
	Iteration 16Q: 3 clusters Score -573338.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -573354.437500 Penalty: 2809.357910
	Iteration 17Q: 3 clusters Score -573354.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -573367.000000 Penalty: 2809.357910
	Iteration 18Q: 3 clusters Score -573367 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -573378.000000 Penalty: 2809.357910
	Iteration 19Q: 3 clusters Score -573378 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -573389.562500 Penalty: 2809.357910
	Iteration 20F: 3 clusters Score -573389.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -573401.562500 Penalty: 2809.357910
	Iteration 21Q: 3 clusters Score -573401.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -573413.875000 Penalty: 2809.357910
	Iteration 22Q: 3 clusters Score -573413.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -573421.562500 Penalty: 2809.357910
	Iteration 23Q: 3 clusters Score -573421.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -573430.875000 Penalty: 2809.357910
	Iteration 24Q: 3 clusters Score -573430.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -573441.312500 Penalty: 2809.357910
	Iteration 25Q: 3 clusters Score -573441.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -573448.125000 Penalty: 2809.357910
	Iteration 26Q: 3 clusters Score -573448.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -573452.250000 Penalty: 2809.357910
	Iteration 27Q: 3 clusters Score -573452.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -573460.937500 Penalty: 2809.357910
	Iteration 28Q: 3 clusters Score -573460.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -573470.000000 Penalty: 2809.357910
	Iteration 29Q: 3 clusters Score -573470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -573478.250000 Penalty: 2809.357910
	Iteration 30Q: 3 clusters Score -573478.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -573483.250000 Penalty: 2809.357910
	Iteration 31Q: 3 clusters Score -573483.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -573485.250000 Penalty: 2809.357910
	Iteration 32Q: 3 clusters Score -573485.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -573490.562500 Penalty: 2809.357910
	Iteration 33Q: 3 clusters Score -573490.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -573492.812500 Penalty: 2809.357910
	Iteration 34Q: 3 clusters Score -573492.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -573493.625000 Penalty: 2809.357910
	Iteration 35Q: 3 clusters Score -573493.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -573493.187500 Penalty: 2809.357910
	Iteration 36Q: 3 clusters Score -573493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -573492.750000 Penalty: 2809.357910
	Iteration 37Q: 3 clusters Score -573492.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -573492.750000 Penalty: 2809.357910
	Iteration 38F: 3 clusters Score -573492.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (168792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168792 members 
Entering Unmasked Estep 
Score: -17365222.000000 Penalty: 1955.918701
	Iteration 0F: 2 clusters Score -1.736522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84317 members 
Mstep: Class 2 contains 84475 members 
Entering Unmasked Estep 
Score: -17260100.000000 Penalty: 3911.837402
	Iteration 0F: 3 clusters Score -1.72601e+07 nChanged 81710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85197 members 
Mstep: Class 2 contains 83595 members 
Entering Unmasked Estep 
Score: -17308132.000000 Penalty: 3911.837402
	Iteration 1F: 3 clusters Score -1.730813e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85777 members 
Mstep: Class 2 contains 83015 members 
Entering Unmasked Estep 
Score: -17309304.000000 Penalty: 3911.837402
	Iteration 2Q: 3 clusters Score -1.73093e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86636 members 
Mstep: Class 2 contains 82156 members 
Entering Unmasked Estep 
Score: -17310566.000000 Penalty: 3911.837402
	Iteration 3Q: 3 clusters Score -1.731057e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87928 members 
Mstep: Class 2 contains 80864 members 
Entering Unmasked Estep 
Score: -17312028.000000 Penalty: 3911.837402
	Iteration 4Q: 3 clusters Score -1.731203e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89856 members 
Mstep: Class 2 contains 78936 members 
Entering Unmasked Estep 
Score: -17313922.000000 Penalty: 3911.837402
	Iteration 5Q: 3 clusters Score -1.731392e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92497 members 
Mstep: Class 2 contains 76295 members 
Entering Unmasked Estep 
Score: -17316076.000000 Penalty: 3911.837402
	Iteration 6Q: 3 clusters Score -1.731608e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95910 members 
Mstep: Class 2 contains 72882 members 
Entering Unmasked Estep 
Score: -17318640.000000 Penalty: 3911.837402
	Iteration 7Q: 3 clusters Score -1.731864e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100390 members 
Mstep: Class 2 contains 68402 members 
Entering Unmasked Estep 
Score: -17321688.000000 Penalty: 3911.837402
	Iteration 8Q: 3 clusters Score -1.732169e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105997 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -17325162.000000 Penalty: 3911.837402
	Iteration 9Q: 3 clusters Score -1.732516e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112627 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -17329536.000000 Penalty: 3911.837402
	Iteration 10F: 3 clusters Score -1.732954e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119944 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -17334806.000000 Penalty: 3911.837402
	Iteration 11F: 3 clusters Score -1.733481e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127279 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -17340562.000000 Penalty: 3911.837402
	Iteration 12F: 3 clusters Score -1.734056e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133826 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -17346080.000000 Penalty: 3911.837402
	Iteration 13Q: 3 clusters Score -1.734608e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138926 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -17350770.000000 Penalty: 3911.837402
	Iteration 14Q: 3 clusters Score -1.735077e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142733 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -17353890.000000 Penalty: 3911.837402
	Iteration 15Q: 3 clusters Score -1.735389e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145657 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -17356126.000000 Penalty: 3911.837402
	Iteration 16Q: 3 clusters Score -1.735613e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148446 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -17357490.000000 Penalty: 3911.837402
	Iteration 17Q: 3 clusters Score -1.735749e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151244 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -17358596.000000 Penalty: 3911.837402
	Iteration 18Q: 3 clusters Score -1.73586e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153936 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -17359662.000000 Penalty: 3911.837402
	Iteration 19Q: 3 clusters Score -1.735966e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156403 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -17360474.000000 Penalty: 3911.837402
	Iteration 20F: 3 clusters Score -1.736047e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158549 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -17361248.000000 Penalty: 3911.837402
	Iteration 21Q: 3 clusters Score -1.736125e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160424 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -17361888.000000 Penalty: 3911.837402
	Iteration 22Q: 3 clusters Score -1.736189e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162052 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -17362196.000000 Penalty: 3911.837402
	Iteration 23Q: 3 clusters Score -1.73622e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163412 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -17362526.000000 Penalty: 3911.837402
	Iteration 24Q: 3 clusters Score -1.736253e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164438 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -17362790.000000 Penalty: 3911.837402
	Iteration 25Q: 3 clusters Score -1.736279e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165211 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -17362994.000000 Penalty: 3911.837402
	Iteration 26Q: 3 clusters Score -1.736299e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165771 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -17363172.000000 Penalty: 3911.837402
	Iteration 27Q: 3 clusters Score -1.736317e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166213 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -17363282.000000 Penalty: 3911.837402
	Iteration 28Q: 3 clusters Score -1.736328e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166558 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -17363378.000000 Penalty: 3911.837402
	Iteration 29Q: 3 clusters Score -1.736338e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166836 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -17363456.000000 Penalty: 3911.837402
	Iteration 30Q: 3 clusters Score -1.736346e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167029 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -17363518.000000 Penalty: 3911.837402
	Iteration 31Q: 3 clusters Score -1.736352e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167165 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -17363578.000000 Penalty: 3911.837402
	Iteration 32Q: 3 clusters Score -1.736358e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167282 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -17363618.000000 Penalty: 3911.837402
	Iteration 33Q: 3 clusters Score -1.736362e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167371 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -17363646.000000 Penalty: 3911.837402
	Iteration 34Q: 3 clusters Score -1.736365e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167434 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -17363650.000000 Penalty: 3911.837402
	Iteration 35Q: 3 clusters Score -1.736365e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167476 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -17363660.000000 Penalty: 3911.837402
	Iteration 36Q: 3 clusters Score -1.736366e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167506 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -17363670.000000 Penalty: 3911.837402
	Iteration 37Q: 3 clusters Score -1.736367e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167539 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -17363694.000000 Penalty: 3911.837402
	Iteration 38Q: 3 clusters Score -1.736369e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167568 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -17363718.000000 Penalty: 3911.837402
	Iteration 39Q: 3 clusters Score -1.736372e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167598 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -17363716.000000 Penalty: 3911.837402
	Iteration 40F: 3 clusters Score -1.736372e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167632 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -17363706.000000 Penalty: 3911.837402
	Iteration 41Q: 3 clusters Score -1.736371e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167648 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -17363732.000000 Penalty: 3911.837402
	Iteration 42Q: 3 clusters Score -1.736373e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167664 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -17363718.000000 Penalty: 3911.837402
	Iteration 43Q: 3 clusters Score -1.736372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167672 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -17363736.000000 Penalty: 3911.837402
	Iteration 44Q: 3 clusters Score -1.736374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167681 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -17363746.000000 Penalty: 3911.837402
	Iteration 45Q: 3 clusters Score -1.736375e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167694 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -17363740.000000 Penalty: 3911.837402
	Iteration 46Q: 3 clusters Score -1.736374e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167704 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -17363758.000000 Penalty: 3911.837402
	Iteration 47Q: 3 clusters Score -1.736376e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167714 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -17363748.000000 Penalty: 3911.837402
	Iteration 48Q: 3 clusters Score -1.736375e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167723 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -17363756.000000 Penalty: 3911.837402
	Iteration 49Q: 3 clusters Score -1.736376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167729 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -17363744.000000 Penalty: 3911.837402
	Iteration 50Q: 3 clusters Score -1.736374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167726 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -17363758.000000 Penalty: 3911.837402
	Iteration 51Q: 3 clusters Score -1.736376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167728 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -17363758.000000 Penalty: 3911.837402
	Iteration 52Q: 3 clusters Score -1.736376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167729 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -17363760.000000 Penalty: 3911.837402
	Iteration 53Q: 3 clusters Score -1.736376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167735 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -17363758.000000 Penalty: 3911.837402
	Iteration 54Q: 3 clusters Score -1.736376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167735 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -17363756.000000 Penalty: 3911.837402
	Iteration 55Q: 3 clusters Score -1.736376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167736 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -17363754.000000 Penalty: 3911.837402
	Iteration 56Q: 3 clusters Score -1.736375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167738 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -17363752.000000 Penalty: 3911.837402
	Iteration 57Q: 3 clusters Score -1.736375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167741 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -17363756.000000 Penalty: 3911.837402
	Iteration 58Q: 3 clusters Score -1.736376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167743 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -17363754.000000 Penalty: 3911.837402
	Iteration 59Q: 3 clusters Score -1.736375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167750 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -17363768.000000 Penalty: 3911.837402
	Iteration 60F: 3 clusters Score -1.736377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167753 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -17363766.000000 Penalty: 3911.837402
	Iteration 61Q: 3 clusters Score -1.736377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167755 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -17363762.000000 Penalty: 3911.837402
	Iteration 62Q: 3 clusters Score -1.736376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167758 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -17363770.000000 Penalty: 3911.837402
	Iteration 63Q: 3 clusters Score -1.736377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167763 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -17363766.000000 Penalty: 3911.837402
	Iteration 64Q: 3 clusters Score -1.736377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167766 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -17363762.000000 Penalty: 3911.837402
	Iteration 65Q: 3 clusters Score -1.736376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167771 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -17363760.000000 Penalty: 3911.837402
	Iteration 66Q: 3 clusters Score -1.736376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167780 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -17363754.000000 Penalty: 3911.837402
	Iteration 67Q: 3 clusters Score -1.736375e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167789 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -17363760.000000 Penalty: 3911.837402
	Iteration 68Q: 3 clusters Score -1.736376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167792 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -17363776.000000 Penalty: 3911.837402
	Iteration 69Q: 3 clusters Score -1.736378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167799 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -17363786.000000 Penalty: 3911.837402
	Iteration 70Q: 3 clusters Score -1.736379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167803 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -17363776.000000 Penalty: 3911.837402
	Iteration 71Q: 3 clusters Score -1.736378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167807 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -17363786.000000 Penalty: 3911.837402
	Iteration 72Q: 3 clusters Score -1.736379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167811 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -17363782.000000 Penalty: 3911.837402
	Iteration 73Q: 3 clusters Score -1.736378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167813 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -17363780.000000 Penalty: 3911.837402
	Iteration 74Q: 3 clusters Score -1.736378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167814 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -17363778.000000 Penalty: 3911.837402
	Iteration 75Q: 3 clusters Score -1.736378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167818 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -17363786.000000 Penalty: 3911.837402
	Iteration 76Q: 3 clusters Score -1.736379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167818 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -17363784.000000 Penalty: 3911.837402
	Iteration 77Q: 3 clusters Score -1.736378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167818 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -17363784.000000 Penalty: 3911.837402
	Iteration 78F: 3 clusters Score -1.736378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 3 contains 3478 members 
Mstep: Class 5 contains 140204 members 
Mstep: Class 6 contains 51228 members 
Mstep: Class 7 contains 2409 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 125203 members 
Mstep: Class 11 contains 190553 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 171507 members 
Mstep: Class 14 contains 118212 members 
Mstep: Class 15 contains 18200 members 
Mstep: Class 16 contains 23130 members 
Mstep: Class 17 contains 51668 members 
Mstep: Class 18 contains 43464 members 
Mstep: Class 19 contains 155972 members 
Mstep: Class 20 contains 5677 members 
Mstep: Class 22 contains 168792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127935992.000000 Penalty: 41147.996094
Iteration 79Q: 19 clusters Score -1.27936e+08 nChanged 11104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 3 contains 3492 members 
Mstep: Class 5 contains 140459 members 
Mstep: Class 6 contains 52878 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 4267 members 
Mstep: Class 9 contains 125416 members 
Mstep: Class 11 contains 189190 members 
Mstep: Class 12 contains 11309 members 
Mstep: Class 13 contains 171737 members 
Mstep: Class 14 contains 114795 members 
Mstep: Class 15 contains 18117 members 
Mstep: Class 16 contains 23129 members 
Mstep: Class 17 contains 51702 members 
Mstep: Class 18 contains 43078 members 
Mstep: Class 19 contains 156377 members 
Mstep: Class 20 contains 5689 members 
Mstep: Class 22 contains 171138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127936960.000000 Penalty: 41147.996094
Iteration 80F: 19 clusters Score -1.27937e+08 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 3 contains 3503 members 
Mstep: Class 5 contains 140770 members 
Mstep: Class 6 contains 54898 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 4267 members 
Mstep: Class 9 contains 125630 members 
Mstep: Class 11 contains 187800 members 
Mstep: Class 12 contains 11430 members 
Mstep: Class 13 contains 171589 members 
Mstep: Class 14 contains 110639 members 
Mstep: Class 15 contains 18028 members 
Mstep: Class 16 contains 23104 members 
Mstep: Class 17 contains 51797 members 
Mstep: Class 18 contains 42672 members 
Mstep: Class 19 contains 156603 members 
Mstep: Class 20 contains 5685 members 
Mstep: Class 22 contains 174369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127936472.000000 Penalty: 41147.996094
Iteration 81Q: 19 clusters Score -1.279365e+08 nChanged 11759
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 3 contains 3504 members 
Mstep: Class 5 contains 141094 members 
Mstep: Class 6 contains 56930 members 
Mstep: Class 7 contains 2354 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 125866 members 
Mstep: Class 11 contains 186496 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 171446 members 
Mstep: Class 14 contains 106901 members 
Mstep: Class 15 contains 17924 members 
Mstep: Class 16 contains 23080 members 
Mstep: Class 17 contains 51905 members 
Mstep: Class 18 contains 42263 members 
Mstep: Class 19 contains 156742 members 
Mstep: Class 20 contains 5685 members 
Mstep: Class 22 contains 177136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127935336.000000 Penalty: 41147.996094
Iteration 82Q: 19 clusters Score -1.279353e+08 nChanged 11253
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 3 contains 3506 members 
Mstep: Class 5 contains 141424 members 
Mstep: Class 6 contains 58993 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 4268 members 
Mstep: Class 9 contains 126156 members 
Mstep: Class 11 contains 185259 members 
Mstep: Class 12 contains 11673 members 
Mstep: Class 13 contains 171092 members 
Mstep: Class 14 contains 103710 members 
Mstep: Class 15 contains 17826 members 
Mstep: Class 16 contains 23058 members 
Mstep: Class 17 contains 51990 members 
Mstep: Class 18 contains 41844 members 
Mstep: Class 19 contains 156905 members 
Mstep: Class 20 contains 5701 members 
Mstep: Class 22 contains 179395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127934544.000000 Penalty: 41147.996094
Iteration 83Q: 19 clusters Score -1.279345e+08 nChanged 10494
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 3 contains 3508 members 
Mstep: Class 5 contains 141796 members 
Mstep: Class 6 contains 61029 members 
Mstep: Class 7 contains 2335 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 126472 members 
Mstep: Class 11 contains 183963 members 
Mstep: Class 12 contains 11810 members 
Mstep: Class 13 contains 170559 members 
Mstep: Class 14 contains 101130 members 
Mstep: Class 15 contains 17740 members 
Mstep: Class 16 contains 23039 members 
Mstep: Class 17 contains 52061 members 
Mstep: Class 18 contains 41447 members 
Mstep: Class 19 contains 157091 members 
Mstep: Class 20 contains 5736 members 
Mstep: Class 22 contains 181155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127934528.000000 Penalty: 41147.996094
Iteration 84Q: 19 clusters Score -1.279345e+08 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 3 contains 3513 members 
Mstep: Class 5 contains 142214 members 
Mstep: Class 6 contains 63132 members 
Mstep: Class 7 contains 2307 members 
Mstep: Class 8 contains 4273 members 
Mstep: Class 9 contains 126776 members 
Mstep: Class 11 contains 182612 members 
Mstep: Class 12 contains 11938 members 
Mstep: Class 13 contains 169898 members 
Mstep: Class 14 contains 99203 members 
Mstep: Class 15 contains 17639 members 
Mstep: Class 16 contains 23034 members 
Mstep: Class 17 contains 52162 members 
Mstep: Class 18 contains 41000 members 
Mstep: Class 19 contains 157222 members 
Mstep: Class 20 contains 5772 members 
Mstep: Class 22 contains 182432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127934856.000000 Penalty: 41147.996094
Iteration 85Q: 19 clusters Score -1.279349e+08 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 3 contains 3513 members 
Mstep: Class 5 contains 142596 members 
Mstep: Class 6 contains 65119 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 4277 members 
Mstep: Class 9 contains 127111 members 
Mstep: Class 11 contains 181304 members 
Mstep: Class 12 contains 12077 members 
Mstep: Class 13 contains 169166 members 
Mstep: Class 14 contains 97852 members 
Mstep: Class 15 contains 17531 members 
Mstep: Class 16 contains 23019 members 
Mstep: Class 17 contains 52254 members 
Mstep: Class 18 contains 40544 members 
Mstep: Class 19 contains 157325 members 
Mstep: Class 20 contains 5812 members 
Mstep: Class 22 contains 183331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127935072.000000 Penalty: 41147.996094
Iteration 86Q: 19 clusters Score -1.279351e+08 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 3 contains 3517 members 
Mstep: Class 5 contains 142932 members 
Mstep: Class 6 contains 67112 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 127407 members 
Mstep: Class 11 contains 180035 members 
Mstep: Class 12 contains 12221 members 
Mstep: Class 13 contains 168364 members 
Mstep: Class 14 contains 97008 members 
Mstep: Class 15 contains 17405 members 
Mstep: Class 16 contains 22999 members 
Mstep: Class 17 contains 52359 members 
Mstep: Class 18 contains 40070 members 
Mstep: Class 19 contains 157379 members 
Mstep: Class 20 contains 5861 members 
Mstep: Class 22 contains 183893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127935312.000000 Penalty: 41147.996094
Iteration 87Q: 19 clusters Score -1.279353e+08 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 3 contains 3516 members 
Mstep: Class 5 contains 143203 members 
Mstep: Class 6 contains 69004 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 127690 members 
Mstep: Class 11 contains 178818 members 
Mstep: Class 12 contains 12398 members 
Mstep: Class 13 contains 167550 members 
Mstep: Class 14 contains 96604 members 
Mstep: Class 15 contains 17277 members 
Mstep: Class 16 contains 22992 members 
Mstep: Class 17 contains 52502 members 
Mstep: Class 18 contains 39581 members 
Mstep: Class 19 contains 157425 members 
Mstep: Class 20 contains 5897 members 
Mstep: Class 22 contains 184113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127935552.000000 Penalty: 41147.996094
Iteration 88Q: 19 clusters Score -1.279356e+08 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 3 contains 3516 members 
Mstep: Class 5 contains 143489 members 
Mstep: Class 6 contains 70886 members 
Mstep: Class 7 contains 2239 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 127958 members 
Mstep: Class 11 contains 177640 members 
Mstep: Class 12 contains 12572 members 
Mstep: Class 13 contains 166633 members 
Mstep: Class 14 contains 96606 members 
Mstep: Class 15 contains 17176 members 
Mstep: Class 16 contains 22968 members 
Mstep: Class 17 contains 52629 members 
Mstep: Class 18 contains 39033 members 
Mstep: Class 19 contains 157468 members 
Mstep: Class 20 contains 5934 members 
Mstep: Class 22 contains 184062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127936920.000000 Penalty: 41147.996094
Iteration 89Q: 19 clusters Score -1.279369e+08 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 3 contains 3515 members 
Mstep: Class 5 contains 143767 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 2227 members 
Mstep: Class 8 contains 4283 members 
Mstep: Class 9 contains 128247 members 
Mstep: Class 11 contains 176507 members 
Mstep: Class 12 contains 12763 members 
Mstep: Class 13 contains 165754 members 
Mstep: Class 14 contains 96955 members 
Mstep: Class 15 contains 17086 members 
Mstep: Class 16 contains 22929 members 
Mstep: Class 17 contains 52763 members 
Mstep: Class 18 contains 38508 members 
Mstep: Class 19 contains 157464 members 
Mstep: Class 20 contains 5967 members 
Mstep: Class 22 contains 183759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127937376.000000 Penalty: 41147.996094
Iteration 90Q: 19 clusters Score -1.279374e+08 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 3 contains 3516 members 
Mstep: Class 5 contains 144060 members 
Mstep: Class 6 contains 74024 members 
Mstep: Class 7 contains 2220 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 128527 members 
Mstep: Class 11 contains 175497 members 
Mstep: Class 12 contains 12947 members 
Mstep: Class 13 contains 164984 members 
Mstep: Class 14 contains 97449 members 
Mstep: Class 15 contains 16999 members 
Mstep: Class 16 contains 22885 members 
Mstep: Class 17 contains 52906 members 
Mstep: Class 18 contains 37945 members 
Mstep: Class 19 contains 157465 members 
Mstep: Class 20 contains 6017 members 
Mstep: Class 22 contains 183347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127938672.000000 Penalty: 41147.996094
Iteration 91Q: 19 clusters Score -1.279387e+08 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 3 contains 3510 members 
Mstep: Class 5 contains 144326 members 
Mstep: Class 6 contains 75177 members 
Mstep: Class 7 contains 2207 members 
Mstep: Class 8 contains 4283 members 
Mstep: Class 9 contains 128834 members 
Mstep: Class 11 contains 174616 members 
Mstep: Class 12 contains 13149 members 
Mstep: Class 13 contains 164275 members 
Mstep: Class 14 contains 98267 members 
Mstep: Class 15 contains 16933 members 
Mstep: Class 16 contains 22841 members 
Mstep: Class 17 contains 53042 members 
Mstep: Class 18 contains 37395 members 
Mstep: Class 19 contains 157474 members 
Mstep: Class 20 contains 6069 members 
Mstep: Class 22 contains 182672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127939696.000000 Penalty: 41147.996094
Iteration 92Q: 19 clusters Score -1.279397e+08 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 3 contains 3507 members 
Mstep: Class 5 contains 144574 members 
Mstep: Class 6 contains 76163 members 
Mstep: Class 7 contains 2190 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 129119 members 
Mstep: Class 11 contains 173865 members 
Mstep: Class 12 contains 13339 members 
Mstep: Class 13 contains 163707 members 
Mstep: Class 14 contains 99266 members 
Mstep: Class 15 contains 16875 members 
Mstep: Class 16 contains 22797 members 
Mstep: Class 17 contains 53128 members 
Mstep: Class 18 contains 36810 members 
Mstep: Class 19 contains 157513 members 
Mstep: Class 20 contains 6105 members 
Mstep: Class 22 contains 181833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127941120.000000 Penalty: 41147.996094
Iteration 93Q: 19 clusters Score -1.279411e+08 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 3 contains 3499 members 
Mstep: Class 5 contains 144783 members 
Mstep: Class 6 contains 76990 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 4285 members 
Mstep: Class 9 contains 129448 members 
Mstep: Class 11 contains 173253 members 
Mstep: Class 12 contains 13502 members 
Mstep: Class 13 contains 163195 members 
Mstep: Class 14 contains 100426 members 
Mstep: Class 15 contains 16808 members 
Mstep: Class 16 contains 22756 members 
Mstep: Class 17 contains 53183 members 
Mstep: Class 18 contains 36230 members 
Mstep: Class 19 contains 157530 members 
Mstep: Class 20 contains 6129 members 
Mstep: Class 22 contains 180873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127942168.000000 Penalty: 41147.996094
Iteration 94Q: 19 clusters Score -1.279422e+08 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 5 contains 144970 members 
Mstep: Class 6 contains 77719 members 
Mstep: Class 7 contains 2150 members 
Mstep: Class 8 contains 4287 members 
Mstep: Class 9 contains 129765 members 
Mstep: Class 11 contains 172680 members 
Mstep: Class 12 contains 13642 members 
Mstep: Class 13 contains 162802 members 
Mstep: Class 14 contains 101672 members 
Mstep: Class 15 contains 16744 members 
Mstep: Class 16 contains 22729 members 
Mstep: Class 17 contains 53245 members 
Mstep: Class 18 contains 35630 members 
Mstep: Class 19 contains 157557 members 
Mstep: Class 20 contains 6142 members 
Mstep: Class 22 contains 179834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127943656.000000 Penalty: 41147.996094
Iteration 95Q: 19 clusters Score -1.279437e+08 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 3 contains 3479 members 
Mstep: Class 5 contains 145112 members 
Mstep: Class 6 contains 78303 members 
Mstep: Class 7 contains 2125 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 130094 members 
Mstep: Class 11 contains 172209 members 
Mstep: Class 12 contains 13780 members 
Mstep: Class 13 contains 162465 members 
Mstep: Class 14 contains 102845 members 
Mstep: Class 15 contains 16672 members 
Mstep: Class 16 contains 22702 members 
Mstep: Class 17 contains 53322 members 
Mstep: Class 18 contains 35034 members 
Mstep: Class 19 contains 157576 members 
Mstep: Class 20 contains 6146 members 
Mstep: Class 22 contains 178893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127944736.000000 Penalty: 41147.996094
Iteration 96Q: 19 clusters Score -1.279447e+08 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 3 contains 3475 members 
Mstep: Class 5 contains 145255 members 
Mstep: Class 6 contains 78776 members 
Mstep: Class 7 contains 2107 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 130403 members 
Mstep: Class 11 contains 171783 members 
Mstep: Class 12 contains 13910 members 
Mstep: Class 13 contains 162117 members 
Mstep: Class 14 contains 103956 members 
Mstep: Class 15 contains 16610 members 
Mstep: Class 16 contains 22696 members 
Mstep: Class 17 contains 53367 members 
Mstep: Class 18 contains 34435 members 
Mstep: Class 19 contains 157609 members 
Mstep: Class 20 contains 6175 members 
Mstep: Class 22 contains 178073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127945440.000000 Penalty: 41147.996094
Iteration 97Q: 19 clusters Score -1.279454e+08 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 3 contains 3466 members 
Mstep: Class 5 contains 145433 members 
Mstep: Class 6 contains 79167 members 
Mstep: Class 7 contains 2081 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 130723 members 
Mstep: Class 11 contains 171366 members 
Mstep: Class 12 contains 14011 members 
Mstep: Class 13 contains 161778 members 
Mstep: Class 14 contains 105130 members 
Mstep: Class 15 contains 16571 members 
Mstep: Class 16 contains 22703 members 
Mstep: Class 17 contains 53417 members 
Mstep: Class 18 contains 33808 members 
Mstep: Class 19 contains 157612 members 
Mstep: Class 20 contains 6200 members 
Mstep: Class 22 contains 177278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127946784.000000 Penalty: 41147.996094
Iteration 98Q: 19 clusters Score -1.279468e+08 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 3 contains 3457 members 
Mstep: Class 5 contains 145586 members 
Mstep: Class 6 contains 79501 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 131004 members 
Mstep: Class 11 contains 171024 members 
Mstep: Class 12 contains 14102 members 
Mstep: Class 13 contains 161505 members 
Mstep: Class 14 contains 106264 members 
Mstep: Class 15 contains 16535 members 
Mstep: Class 16 contains 22705 members 
Mstep: Class 17 contains 53447 members 
Mstep: Class 18 contains 33219 members 
Mstep: Class 19 contains 157572 members 
Mstep: Class 20 contains 6225 members 
Mstep: Class 22 contains 176522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127947720.000000 Penalty: 41147.996094
Iteration 99Q: 19 clusters Score -1.279477e+08 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 5 contains 145719 members 
Mstep: Class 6 contains 79722 members 
Mstep: Class 7 contains 2037 members 
Mstep: Class 8 contains 4302 members 
Mstep: Class 9 contains 131294 members 
Mstep: Class 11 contains 170770 members 
Mstep: Class 12 contains 14190 members 
Mstep: Class 13 contains 161277 members 
Mstep: Class 14 contains 107499 members 
Mstep: Class 15 contains 16499 members 
Mstep: Class 16 contains 22714 members 
Mstep: Class 17 contains 53459 members 
Mstep: Class 18 contains 32609 members 
Mstep: Class 19 contains 157533 members 
Mstep: Class 20 contains 6254 members 
Mstep: Class 22 contains 175687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127948816.000000 Penalty: 41147.996094
Iteration 100F: 19 clusters Score -1.279488e+08 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 3 contains 3446 members 
Mstep: Class 5 contains 145799 members 
Mstep: Class 6 contains 79920 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 131578 members 
Mstep: Class 11 contains 170564 members 
Mstep: Class 12 contains 14288 members 
Mstep: Class 13 contains 161079 members 
Mstep: Class 14 contains 108587 members 
Mstep: Class 15 contains 16469 members 
Mstep: Class 16 contains 22714 members 
Mstep: Class 17 contains 53451 members 
Mstep: Class 18 contains 32004 members 
Mstep: Class 19 contains 157500 members 
Mstep: Class 20 contains 6279 members 
Mstep: Class 22 contains 175003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127949576.000000 Penalty: 41147.996094
Iteration 101Q: 19 clusters Score -1.279496e+08 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 3 contains 3437 members 
Mstep: Class 5 contains 145901 members 
Mstep: Class 6 contains 80056 members 
Mstep: Class 7 contains 1999 members 
Mstep: Class 8 contains 4317 members 
Mstep: Class 9 contains 131831 members 
Mstep: Class 11 contains 170393 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 160944 members 
Mstep: Class 14 contains 109562 members 
Mstep: Class 15 contains 16425 members 
Mstep: Class 16 contains 22731 members 
Mstep: Class 17 contains 53455 members 
Mstep: Class 18 contains 31388 members 
Mstep: Class 19 contains 157462 members 
Mstep: Class 20 contains 6287 members 
Mstep: Class 22 contains 174429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127950888.000000 Penalty: 41147.996094
Iteration 102Q: 19 clusters Score -1.279509e+08 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 3 contains 3430 members 
Mstep: Class 5 contains 145991 members 
Mstep: Class 6 contains 80129 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 4315 members 
Mstep: Class 9 contains 132083 members 
Mstep: Class 11 contains 170297 members 
Mstep: Class 12 contains 14463 members 
Mstep: Class 13 contains 160821 members 
Mstep: Class 14 contains 110482 members 
Mstep: Class 15 contains 16368 members 
Mstep: Class 16 contains 22747 members 
Mstep: Class 17 contains 53454 members 
Mstep: Class 18 contains 30724 members 
Mstep: Class 19 contains 157428 members 
Mstep: Class 20 contains 6294 members 
Mstep: Class 22 contains 173986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127952024.000000 Penalty: 41147.996094
Iteration 103Q: 19 clusters Score -1.27952e+08 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 3 contains 3433 members 
Mstep: Class 5 contains 146066 members 
Mstep: Class 6 contains 80191 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 8 contains 4318 members 
Mstep: Class 9 contains 132313 members 
Mstep: Class 11 contains 170241 members 
Mstep: Class 12 contains 14540 members 
Mstep: Class 13 contains 160687 members 
Mstep: Class 14 contains 111348 members 
Mstep: Class 15 contains 16314 members 
Mstep: Class 16 contains 22768 members 
Mstep: Class 17 contains 53462 members 
Mstep: Class 18 contains 30090 members 
Mstep: Class 19 contains 157399 members 
Mstep: Class 20 contains 6299 members 
Mstep: Class 22 contains 173552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127952672.000000 Penalty: 41147.996094
Iteration 104Q: 19 clusters Score -1.279527e+08 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 3 contains 3437 members 
Mstep: Class 5 contains 146144 members 
Mstep: Class 6 contains 80251 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 8 contains 4318 members 
Mstep: Class 9 contains 132496 members 
Mstep: Class 11 contains 170198 members 
Mstep: Class 12 contains 14614 members 
Mstep: Class 13 contains 160603 members 
Mstep: Class 14 contains 112103 members 
Mstep: Class 15 contains 16249 members 
Mstep: Class 16 contains 22769 members 
Mstep: Class 17 contains 53430 members 
Mstep: Class 18 contains 29541 members 
Mstep: Class 19 contains 157387 members 
Mstep: Class 20 contains 6297 members 
Mstep: Class 22 contains 173184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127953136.000000 Penalty: 41147.996094
Iteration 105Q: 19 clusters Score -1.279531e+08 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 3 contains 3440 members 
Mstep: Class 5 contains 146198 members 
Mstep: Class 6 contains 80358 members 
Mstep: Class 7 contains 1950 members 
Mstep: Class 8 contains 4316 members 
Mstep: Class 9 contains 132694 members 
Mstep: Class 11 contains 170176 members 
Mstep: Class 12 contains 14679 members 
Mstep: Class 13 contains 160525 members 
Mstep: Class 14 contains 112797 members 
Mstep: Class 15 contains 16175 members 
Mstep: Class 16 contains 22770 members 
Mstep: Class 17 contains 53419 members 
Mstep: Class 18 contains 29008 members 
Mstep: Class 19 contains 157348 members 
Mstep: Class 20 contains 6303 members 
Mstep: Class 22 contains 172817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127953528.000000 Penalty: 41147.996094
Iteration 106Q: 19 clusters Score -1.279535e+08 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 3 contains 3440 members 
Mstep: Class 5 contains 146240 members 
Mstep: Class 6 contains 80455 members 
Mstep: Class 7 contains 1950 members 
Mstep: Class 8 contains 4321 members 
Mstep: Class 9 contains 132872 members 
Mstep: Class 11 contains 170127 members 
Mstep: Class 12 contains 14731 members 
Mstep: Class 13 contains 160492 members 
Mstep: Class 14 contains 113407 members 
Mstep: Class 15 contains 16090 members 
Mstep: Class 16 contains 22762 members 
Mstep: Class 17 contains 53397 members 
Mstep: Class 18 contains 28516 members 
Mstep: Class 19 contains 157340 members 
Mstep: Class 20 contains 6311 members 
Mstep: Class 22 contains 172516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127954264.000000 Penalty: 41147.996094
Iteration 107Q: 19 clusters Score -1.279543e+08 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 3 contains 3446 members 
Mstep: Class 5 contains 146281 members 
Mstep: Class 6 contains 80519 members 
Mstep: Class 7 contains 1945 members 
Mstep: Class 8 contains 4322 members 
Mstep: Class 9 contains 133042 members 
Mstep: Class 11 contains 170096 members 
Mstep: Class 12 contains 14780 members 
Mstep: Class 13 contains 160500 members 
Mstep: Class 14 contains 113951 members 
Mstep: Class 15 contains 16019 members 
Mstep: Class 16 contains 22749 members 
Mstep: Class 17 contains 53359 members 
Mstep: Class 18 contains 28054 members 
Mstep: Class 19 contains 157337 members 
Mstep: Class 20 contains 6312 members 
Mstep: Class 22 contains 172249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127954648.000000 Penalty: 41147.996094
Iteration 108Q: 19 clusters Score -1.279546e+08 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 3 contains 3452 members 
Mstep: Class 5 contains 146323 members 
Mstep: Class 6 contains 80596 members 
Mstep: Class 7 contains 1937 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 133195 members 
Mstep: Class 11 contains 170022 members 
Mstep: Class 12 contains 14813 members 
Mstep: Class 13 contains 160522 members 
Mstep: Class 14 contains 114428 members 
Mstep: Class 15 contains 15958 members 
Mstep: Class 16 contains 22745 members 
Mstep: Class 17 contains 53322 members 
Mstep: Class 18 contains 27569 members 
Mstep: Class 19 contains 157330 members 
Mstep: Class 20 contains 6331 members 
Mstep: Class 22 contains 172092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127955144.000000 Penalty: 41147.996094
Iteration 109Q: 19 clusters Score -1.279551e+08 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 3 contains 3460 members 
Mstep: Class 5 contains 146366 members 
Mstep: Class 6 contains 80676 members 
Mstep: Class 7 contains 1925 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 133361 members 
Mstep: Class 11 contains 169937 members 
Mstep: Class 12 contains 14844 members 
Mstep: Class 13 contains 160585 members 
Mstep: Class 14 contains 114768 members 
Mstep: Class 15 contains 15876 members 
Mstep: Class 16 contains 22740 members 
Mstep: Class 17 contains 53274 members 
Mstep: Class 18 contains 27073 members 
Mstep: Class 19 contains 157341 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 22 contains 172055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127955616.000000 Penalty: 41147.996094
Iteration 110Q: 19 clusters Score -1.279556e+08 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 3 contains 3464 members 
Mstep: Class 5 contains 146402 members 
Mstep: Class 6 contains 80783 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 133540 members 
Mstep: Class 11 contains 169858 members 
Mstep: Class 12 contains 14870 members 
Mstep: Class 13 contains 160649 members 
Mstep: Class 14 contains 114993 members 
Mstep: Class 15 contains 15788 members 
Mstep: Class 16 contains 22735 members 
Mstep: Class 17 contains 53245 members 
Mstep: Class 18 contains 26561 members 
Mstep: Class 19 contains 157363 members 
Mstep: Class 20 contains 6380 members 
Mstep: Class 22 contains 172076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127955416.000000 Penalty: 41147.996094
Iteration 111Q: 19 clusters Score -1.279554e+08 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 3 contains 3463 members 
Mstep: Class 5 contains 146458 members 
Mstep: Class 6 contains 80899 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 133715 members 
Mstep: Class 11 contains 169770 members 
Mstep: Class 12 contains 14894 members 
Mstep: Class 13 contains 160751 members 
Mstep: Class 14 contains 115173 members 
Mstep: Class 15 contains 15708 members 
Mstep: Class 16 contains 22720 members 
Mstep: Class 17 contains 53235 members 
Mstep: Class 18 contains 26052 members 
Mstep: Class 19 contains 157387 members 
Mstep: Class 20 contains 6408 members 
Mstep: Class 22 contains 172086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127956128.000000 Penalty: 41147.996094
Iteration 112Q: 19 clusters Score -1.279561e+08 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 3 contains 3468 members 
Mstep: Class 5 contains 146510 members 
Mstep: Class 6 contains 81031 members 
Mstep: Class 7 contains 1895 members 
Mstep: Class 8 contains 4322 members 
Mstep: Class 9 contains 133895 members 
Mstep: Class 11 contains 169712 members 
Mstep: Class 12 contains 14915 members 
Mstep: Class 13 contains 160822 members 
Mstep: Class 14 contains 115293 members 
Mstep: Class 15 contains 15627 members 
Mstep: Class 16 contains 22690 members 
Mstep: Class 17 contains 53236 members 
Mstep: Class 18 contains 25571 members 
Mstep: Class 19 contains 157408 members 
Mstep: Class 20 contains 6434 members 
Mstep: Class 22 contains 172119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127956560.000000 Penalty: 41147.996094
Iteration 113Q: 19 clusters Score -1.279566e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 5 contains 146575 members 
Mstep: Class 6 contains 81124 members 
Mstep: Class 7 contains 1884 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 134065 members 
Mstep: Class 11 contains 169697 members 
Mstep: Class 12 contains 14932 members 
Mstep: Class 13 contains 160936 members 
Mstep: Class 14 contains 115361 members 
Mstep: Class 15 contains 15538 members 
Mstep: Class 16 contains 22662 members 
Mstep: Class 17 contains 53229 members 
Mstep: Class 18 contains 25135 members 
Mstep: Class 19 contains 157406 members 
Mstep: Class 20 contains 6453 members 
Mstep: Class 22 contains 172154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127956456.000000 Penalty: 41147.996094
Iteration 114Q: 19 clusters Score -1.279565e+08 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 3 contains 3494 members 
Mstep: Class 5 contains 146623 members 
Mstep: Class 6 contains 81208 members 
Mstep: Class 7 contains 1882 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 9 contains 134212 members 
Mstep: Class 11 contains 169715 members 
Mstep: Class 12 contains 14958 members 
Mstep: Class 13 contains 160953 members 
Mstep: Class 14 contains 115426 members 
Mstep: Class 15 contains 15452 members 
Mstep: Class 16 contains 22638 members 
Mstep: Class 17 contains 53237 members 
Mstep: Class 18 contains 24734 members 
Mstep: Class 19 contains 157457 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 22 contains 172161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127956584.000000 Penalty: 41147.996094
Iteration 115Q: 19 clusters Score -1.279566e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 3 contains 3502 members 
Mstep: Class 5 contains 146692 members 
Mstep: Class 6 contains 81267 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 8 contains 4322 members 
Mstep: Class 9 contains 134346 members 
Mstep: Class 11 contains 169726 members 
Mstep: Class 12 contains 14984 members 
Mstep: Class 13 contains 161019 members 
Mstep: Class 14 contains 115445 members 
Mstep: Class 15 contains 15381 members 
Mstep: Class 16 contains 22598 members 
Mstep: Class 17 contains 53248 members 
Mstep: Class 18 contains 24332 members 
Mstep: Class 19 contains 157486 members 
Mstep: Class 20 contains 6493 members 
Mstep: Class 22 contains 172224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127956496.000000 Penalty: 41147.996094
Iteration 116Q: 19 clusters Score -1.279565e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 3 contains 3509 members 
Mstep: Class 5 contains 146748 members 
Mstep: Class 6 contains 81320 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 4322 members 
Mstep: Class 9 contains 134474 members 
Mstep: Class 11 contains 169752 members 
Mstep: Class 12 contains 15007 members 
Mstep: Class 13 contains 161098 members 
Mstep: Class 14 contains 115458 members 
Mstep: Class 15 contains 15292 members 
Mstep: Class 16 contains 22572 members 
Mstep: Class 17 contains 53261 members 
Mstep: Class 18 contains 23943 members 
Mstep: Class 19 contains 157535 members 
Mstep: Class 20 contains 6508 members 
Mstep: Class 22 contains 172266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127956456.000000 Penalty: 41147.996094
Iteration 117Q: 19 clusters Score -1.279565e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 3 contains 3512 members 
Mstep: Class 5 contains 146779 members 
Mstep: Class 6 contains 81386 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 4321 members 
Mstep: Class 9 contains 134641 members 
Mstep: Class 11 contains 169781 members 
Mstep: Class 12 contains 15032 members 
Mstep: Class 13 contains 161141 members 
Mstep: Class 14 contains 115456 members 
Mstep: Class 15 contains 15226 members 
Mstep: Class 16 contains 22546 members 
Mstep: Class 17 contains 53258 members 
Mstep: Class 18 contains 23567 members 
Mstep: Class 19 contains 157575 members 
Mstep: Class 20 contains 6524 members 
Mstep: Class 22 contains 172326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127956776.000000 Penalty: 41147.996094
Iteration 118Q: 19 clusters Score -1.279568e+08 nChanged 1822
Entering ConstructFrom: 
Score: -127956776.000000 Penalty: 41147.996094
Entering ConstructFrom: 
Trying to split cluster 1 (1884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Entering Unmasked Estep 
Score: -164102.031250 Penalty: 1225.437256
	Iteration 0F: 2 clusters Score -164102 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 938 members 
Entering Unmasked Estep 
Score: -162157.703125 Penalty: 2450.874512
	Iteration 0F: 3 clusters Score -162157.7 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -162805.656250 Penalty: 2450.874512
	Iteration 1F: 3 clusters Score -162805.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -162969.718750 Penalty: 2450.874512
	Iteration 2F: 3 clusters Score -162969.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -163102.343750 Penalty: 2450.874512
	Iteration 3F: 3 clusters Score -163102.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -163198.000000 Penalty: 2450.874512
	Iteration 4Q: 3 clusters Score -163198 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -163279.171875 Penalty: 2450.874512
	Iteration 5Q: 3 clusters Score -163279.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -163336.296875 Penalty: 2450.874512
	Iteration 6Q: 3 clusters Score -163336.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -163371.328125 Penalty: 2450.874512
	Iteration 7Q: 3 clusters Score -163371.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -163387.640625 Penalty: 2450.874512
	Iteration 8Q: 3 clusters Score -163387.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -163400.609375 Penalty: 2450.874512
	Iteration 9Q: 3 clusters Score -163400.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -163419.265625 Penalty: 2450.874512
	Iteration 10Q: 3 clusters Score -163419.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -163437.515625 Penalty: 2450.874512
	Iteration 11Q: 3 clusters Score -163437.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -163455.468750 Penalty: 2450.874512
	Iteration 12Q: 3 clusters Score -163455.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -163486.453125 Penalty: 2450.874512
	Iteration 13Q: 3 clusters Score -163486.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -163502.375000 Penalty: 2450.874512
	Iteration 14Q: 3 clusters Score -163502.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -163517.921875 Penalty: 2450.874512
	Iteration 15Q: 3 clusters Score -163517.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -163527.093750 Penalty: 2450.874512
	Iteration 16Q: 3 clusters Score -163527.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -163531.437500 Penalty: 2450.874512
	Iteration 17Q: 3 clusters Score -163531.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -163533.718750 Penalty: 2450.874512
	Iteration 18Q: 3 clusters Score -163533.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -163534.984375 Penalty: 2450.874512
	Iteration 19Q: 3 clusters Score -163535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -163536.515625 Penalty: 2450.874512
	Iteration 20F: 3 clusters Score -163536.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -163538.062500 Penalty: 2450.874512
	Iteration 21Q: 3 clusters Score -163538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -163539.484375 Penalty: 2450.874512
	Iteration 22Q: 3 clusters Score -163539.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -163542.812500 Penalty: 2450.874512
	Iteration 23Q: 3 clusters Score -163542.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -163544.937500 Penalty: 2450.874512
	Iteration 24Q: 3 clusters Score -163544.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -163545.015625 Penalty: 2450.874512
	Iteration 25Q: 3 clusters Score -163545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -163545.015625 Penalty: 2450.874512
	Iteration 26F: 3 clusters Score -163545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Entering Unmasked Estep 
Score: -326043.718750 Penalty: 1326.779175
	Iteration 0F: 2 clusters Score -326043.7 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 1766 members 
Entering Unmasked Estep 
Score: -323066.031250 Penalty: 2653.558350
	Iteration 0F: 3 clusters Score -323066 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -323927.281250 Penalty: 2653.558350
	Iteration 1F: 3 clusters Score -323927.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -324114.031250 Penalty: 2653.558350
	Iteration 2F: 3 clusters Score -324114 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -324247.906250 Penalty: 2653.558350
	Iteration 3F: 3 clusters Score -324247.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -324403.468750 Penalty: 2653.558350
	Iteration 4F: 3 clusters Score -324403.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -324642.343750 Penalty: 2653.558350
	Iteration 5F: 3 clusters Score -324642.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -324940.500000 Penalty: 2653.558350
	Iteration 6F: 3 clusters Score -324940.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -325171.125000 Penalty: 2653.558350
	Iteration 7F: 3 clusters Score -325171.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -325326.937500 Penalty: 2653.558350
	Iteration 8F: 3 clusters Score -325326.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -325422.093750 Penalty: 2653.558350
	Iteration 9Q: 3 clusters Score -325422.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -325481.718750 Penalty: 2653.558350
	Iteration 10Q: 3 clusters Score -325481.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -325517.093750 Penalty: 2653.558350
	Iteration 11Q: 3 clusters Score -325517.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -325544.218750 Penalty: 2653.558350
	Iteration 12Q: 3 clusters Score -325544.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -325563.156250 Penalty: 2653.558350
	Iteration 13Q: 3 clusters Score -325563.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -325576.937500 Penalty: 2653.558350
	Iteration 14Q: 3 clusters Score -325576.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -325590.750000 Penalty: 2653.558350
	Iteration 15Q: 3 clusters Score -325590.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -325598.468750 Penalty: 2653.558350
	Iteration 16Q: 3 clusters Score -325598.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -325604.937500 Penalty: 2653.558350
	Iteration 17Q: 3 clusters Score -325604.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -325609.781250 Penalty: 2653.558350
	Iteration 18Q: 3 clusters Score -325609.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -325611.218750 Penalty: 2653.558350
	Iteration 19Q: 3 clusters Score -325611.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -325614.125000 Penalty: 2653.558350
	Iteration 20F: 3 clusters Score -325614.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -325616.437500 Penalty: 2653.558350
	Iteration 21Q: 3 clusters Score -325616.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -325616.218750 Penalty: 2653.558350
	Iteration 22Q: 3 clusters Score -325616.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -325616.625000 Penalty: 2653.558350
	Iteration 23Q: 3 clusters Score -325616.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -325617.125000 Penalty: 2653.558350
	Iteration 24Q: 3 clusters Score -325617.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -325617.125000 Penalty: 2653.558350
	Iteration 25F: 3 clusters Score -325617.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (146793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146793 members 
Entering Unmasked Estep 
Score: -14919301.000000 Penalty: 1933.226562
	Iteration 0F: 2 clusters Score -1.49193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73457 members 
Mstep: Class 2 contains 73336 members 
Entering Unmasked Estep 
Score: -14821815.000000 Penalty: 3866.453125
	Iteration 0F: 3 clusters Score -1.482182e+07 nChanged 70747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75280 members 
Mstep: Class 2 contains 71513 members 
Entering Unmasked Estep 
Score: -14862415.000000 Penalty: 3866.453125
	Iteration 1F: 3 clusters Score -1.486242e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76446 members 
Mstep: Class 2 contains 70347 members 
Entering Unmasked Estep 
Score: -14863103.000000 Penalty: 3866.453125
	Iteration 2Q: 3 clusters Score -1.48631e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78347 members 
Mstep: Class 2 contains 68446 members 
Entering Unmasked Estep 
Score: -14864067.000000 Penalty: 3866.453125
	Iteration 3Q: 3 clusters Score -1.486407e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81281 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -14865359.000000 Penalty: 3866.453125
	Iteration 4Q: 3 clusters Score -1.486536e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85869 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -14867827.000000 Penalty: 3866.453125
	Iteration 5Q: 3 clusters Score -1.486783e+07 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92653 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -14871929.000000 Penalty: 3866.453125
	Iteration 6F: 3 clusters Score -1.487193e+07 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101719 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -14878529.000000 Penalty: 3866.453125
	Iteration 7F: 3 clusters Score -1.487853e+07 nChanged 11443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112598 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -14888345.000000 Penalty: 3866.453125
	Iteration 8F: 3 clusters Score -1.488834e+07 nChanged 11027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123295 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -14898424.000000 Penalty: 3866.453125
	Iteration 9F: 3 clusters Score -1.489842e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131756 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -14906512.000000 Penalty: 3866.453125
	Iteration 10F: 3 clusters Score -1.490651e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137111 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -14911426.000000 Penalty: 3866.453125
	Iteration 11Q: 3 clusters Score -1.491143e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140182 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -14914109.000000 Penalty: 3866.453125
	Iteration 12Q: 3 clusters Score -1.491411e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142034 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -14915559.000000 Penalty: 3866.453125
	Iteration 13Q: 3 clusters Score -1.491556e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143266 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -14916323.000000 Penalty: 3866.453125
	Iteration 14Q: 3 clusters Score -1.491632e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144075 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -14916899.000000 Penalty: 3866.453125
	Iteration 15Q: 3 clusters Score -1.49169e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144670 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -14917249.000000 Penalty: 3866.453125
	Iteration 16Q: 3 clusters Score -1.491725e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145062 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -14917487.000000 Penalty: 3866.453125
	Iteration 17Q: 3 clusters Score -1.491749e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145335 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -14917623.000000 Penalty: 3866.453125
	Iteration 18Q: 3 clusters Score -1.491762e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145550 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -14917704.000000 Penalty: 3866.453125
	Iteration 19Q: 3 clusters Score -1.49177e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145703 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -14917745.000000 Penalty: 3866.453125
	Iteration 20F: 3 clusters Score -1.491774e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145798 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -14917771.000000 Penalty: 3866.453125
	Iteration 21Q: 3 clusters Score -1.491777e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145868 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -14917772.000000 Penalty: 3866.453125
	Iteration 22Q: 3 clusters Score -1.491777e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145939 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -14917786.000000 Penalty: 3866.453125
	Iteration 23Q: 3 clusters Score -1.491779e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146002 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -14917822.000000 Penalty: 3866.453125
	Iteration 24Q: 3 clusters Score -1.491782e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146038 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -14917845.000000 Penalty: 3866.453125
	Iteration 25Q: 3 clusters Score -1.491784e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146066 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -14917853.000000 Penalty: 3866.453125
	Iteration 26Q: 3 clusters Score -1.491785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146087 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -14917852.000000 Penalty: 3866.453125
	Iteration 27Q: 3 clusters Score -1.491785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146105 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -14917850.000000 Penalty: 3866.453125
	Iteration 28Q: 3 clusters Score -1.491785e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146113 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -14917857.000000 Penalty: 3866.453125
	Iteration 29Q: 3 clusters Score -1.491786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146119 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -14917877.000000 Penalty: 3866.453125
	Iteration 30Q: 3 clusters Score -1.491788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146128 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -14917876.000000 Penalty: 3866.453125
	Iteration 31Q: 3 clusters Score -1.491788e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146143 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -14917880.000000 Penalty: 3866.453125
	Iteration 32Q: 3 clusters Score -1.491788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146147 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -14917873.000000 Penalty: 3866.453125
	Iteration 33Q: 3 clusters Score -1.491787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146152 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -14917876.000000 Penalty: 3866.453125
	Iteration 34Q: 3 clusters Score -1.491788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146158 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -14917881.000000 Penalty: 3866.453125
	Iteration 35Q: 3 clusters Score -1.491788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146162 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -14917874.000000 Penalty: 3866.453125
	Iteration 36Q: 3 clusters Score -1.491787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146163 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -14917875.000000 Penalty: 3866.453125
	Iteration 37Q: 3 clusters Score -1.491788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146164 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -14917874.000000 Penalty: 3866.453125
	Iteration 38Q: 3 clusters Score -1.491787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146164 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -14917874.000000 Penalty: 3866.453125
	Iteration 39Q: 3 clusters Score -1.491787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146164 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -14917874.000000 Penalty: 3866.453125
	Iteration 40F: 3 clusters Score -1.491787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -8379176.500000 Penalty: 1837.496460
	Iteration 0F: 2 clusters Score -8379176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -8325083.000000 Penalty: 3674.992920
	Iteration 0F: 3 clusters Score -8325083 nChanged 38704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -8347021.000000 Penalty: 3674.992920
	Iteration 1F: 3 clusters Score -8347021 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -8347611.000000 Penalty: 3674.992920
	Iteration 2Q: 3 clusters Score -8347611 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -8348598.500000 Penalty: 3674.992920
	Iteration 3Q: 3 clusters Score -8348598 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -8350219.000000 Penalty: 3674.992920
	Iteration 4Q: 3 clusters Score -8350219 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -8353271.500000 Penalty: 3674.992920
	Iteration 5F: 3 clusters Score -8353272 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61168 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -8358295.500000 Penalty: 3674.992920
	Iteration 6F: 3 clusters Score -8358296 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68369 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -8365025.500000 Penalty: 3674.992920
	Iteration 7F: 3 clusters Score -8365026 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -8371462.000000 Penalty: 3674.992920
	Iteration 8F: 3 clusters Score -8371462 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78535 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -8375226.500000 Penalty: 3674.992920
	Iteration 9Q: 3 clusters Score -8375226 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8376827.500000 Penalty: 3674.992920
	Iteration 10Q: 3 clusters Score -8376828 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80903 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8377265.000000 Penalty: 3674.992920
	Iteration 11Q: 3 clusters Score -8377265 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81098 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8377426.500000 Penalty: 3674.992920
	Iteration 12Q: 3 clusters Score -8377426 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81161 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8377507.500000 Penalty: 3674.992920
	Iteration 13Q: 3 clusters Score -8377508 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81195 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8377572.000000 Penalty: 3674.992920
	Iteration 14Q: 3 clusters Score -8377572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81215 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8377576.500000 Penalty: 3674.992920
	Iteration 15Q: 3 clusters Score -8377576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81224 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8377581.500000 Penalty: 3674.992920
	Iteration 16Q: 3 clusters Score -8377582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81228 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8377597.500000 Penalty: 3674.992920
	Iteration 17Q: 3 clusters Score -8377598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81231 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8377603.000000 Penalty: 3674.992920
	Iteration 18Q: 3 clusters Score -8377603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81229 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8377607.500000 Penalty: 3674.992920
	Iteration 19Q: 3 clusters Score -8377608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81229 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8377607.500000 Penalty: 3674.992920
	Iteration 20F: 3 clusters Score -8377608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Entering Unmasked Estep 
Score: -197414.890625 Penalty: 1223.091675
	Iteration 0F: 2 clusters Score -197414.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -195396.171875 Penalty: 2446.183350
	Iteration 0F: 3 clusters Score -195396.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -195773.312500 Penalty: 2446.183350
	Iteration 1F: 3 clusters Score -195773.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -195865.171875 Penalty: 2446.183350
	Iteration 2F: 3 clusters Score -195865.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -195919.406250 Penalty: 2446.183350
	Iteration 3Q: 3 clusters Score -195919.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -195959.687500 Penalty: 2446.183350
	Iteration 4Q: 3 clusters Score -195959.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -195988.812500 Penalty: 2446.183350
	Iteration 5Q: 3 clusters Score -195988.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -196013.750000 Penalty: 2446.183350
	Iteration 6Q: 3 clusters Score -196013.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -196027.281250 Penalty: 2446.183350
	Iteration 7Q: 3 clusters Score -196027.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -196034.265625 Penalty: 2446.183350
	Iteration 8Q: 3 clusters Score -196034.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -196040.359375 Penalty: 2446.183350
	Iteration 9Q: 3 clusters Score -196040.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -196052.156250 Penalty: 2446.183350
	Iteration 10Q: 3 clusters Score -196052.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -196059.437500 Penalty: 2446.183350
	Iteration 11Q: 3 clusters Score -196059.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -196063.828125 Penalty: 2446.183350
	Iteration 12Q: 3 clusters Score -196063.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -196066.078125 Penalty: 2446.183350
	Iteration 13Q: 3 clusters Score -196066.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -196071.406250 Penalty: 2446.183350
	Iteration 14Q: 3 clusters Score -196071.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -196075.343750 Penalty: 2446.183350
	Iteration 15Q: 3 clusters Score -196075.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -196080.078125 Penalty: 2446.183350
	Iteration 16Q: 3 clusters Score -196080.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -196087.968750 Penalty: 2446.183350
	Iteration 17Q: 3 clusters Score -196088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -196094.484375 Penalty: 2446.183350
	Iteration 18Q: 3 clusters Score -196094.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -196100.218750 Penalty: 2446.183350
	Iteration 19Q: 3 clusters Score -196100.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -196104.046875 Penalty: 2446.183350
	Iteration 20F: 3 clusters Score -196104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -196105.187500 Penalty: 2446.183350
	Iteration 21Q: 3 clusters Score -196105.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -196105.656250 Penalty: 2446.183350
	Iteration 22Q: 3 clusters Score -196105.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -196105.656250 Penalty: 2446.183350
	Iteration 23F: 3 clusters Score -196105.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Entering Unmasked Estep 
Score: -445337.468750 Penalty: 1360.289307
	Iteration 0F: 2 clusters Score -445337.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -441830.281250 Penalty: 2720.578613
	Iteration 0F: 3 clusters Score -441830.3 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -442888.000000 Penalty: 2720.578613
	Iteration 1F: 3 clusters Score -442888 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -443127.000000 Penalty: 2720.578613
	Iteration 2F: 3 clusters Score -443127 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -443327.937500 Penalty: 2720.578613
	Iteration 3F: 3 clusters Score -443327.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -443524.812500 Penalty: 2720.578613
	Iteration 4F: 3 clusters Score -443524.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -443705.156250 Penalty: 2720.578613
	Iteration 5F: 3 clusters Score -443705.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -443828.437500 Penalty: 2720.578613
	Iteration 6Q: 3 clusters Score -443828.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -443925.656250 Penalty: 2720.578613
	Iteration 7Q: 3 clusters Score -443925.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -444013.031250 Penalty: 2720.578613
	Iteration 8Q: 3 clusters Score -444013 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -444081.468750 Penalty: 2720.578613
	Iteration 9Q: 3 clusters Score -444081.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -444144.156250 Penalty: 2720.578613
	Iteration 10Q: 3 clusters Score -444144.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -444195.093750 Penalty: 2720.578613
	Iteration 11Q: 3 clusters Score -444195.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -444238.625000 Penalty: 2720.578613
	Iteration 12Q: 3 clusters Score -444238.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -444270.312500 Penalty: 2720.578613
	Iteration 13Q: 3 clusters Score -444270.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -444298.375000 Penalty: 2720.578613
	Iteration 14Q: 3 clusters Score -444298.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -444313.406250 Penalty: 2720.578613
	Iteration 15Q: 3 clusters Score -444313.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -444327.843750 Penalty: 2720.578613
	Iteration 16Q: 3 clusters Score -444327.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -444336.875000 Penalty: 2720.578613
	Iteration 17Q: 3 clusters Score -444336.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -444344.312500 Penalty: 2720.578613
	Iteration 18Q: 3 clusters Score -444344.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -444352.187500 Penalty: 2720.578613
	Iteration 19Q: 3 clusters Score -444352.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -444362.031250 Penalty: 2720.578613
	Iteration 20F: 3 clusters Score -444362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -444374.250000 Penalty: 2720.578613
	Iteration 21Q: 3 clusters Score -444374.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -444395.468750 Penalty: 2720.578613
	Iteration 22Q: 3 clusters Score -444395.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -444408.406250 Penalty: 2720.578613
	Iteration 23Q: 3 clusters Score -444408.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -444417.875000 Penalty: 2720.578613
	Iteration 24Q: 3 clusters Score -444417.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -444426.281250 Penalty: 2720.578613
	Iteration 25Q: 3 clusters Score -444426.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -444436.750000 Penalty: 2720.578613
	Iteration 26Q: 3 clusters Score -444436.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -444445.500000 Penalty: 2720.578613
	Iteration 27Q: 3 clusters Score -444445.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -444451.281250 Penalty: 2720.578613
	Iteration 28Q: 3 clusters Score -444451.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -444455.875000 Penalty: 2720.578613
	Iteration 29Q: 3 clusters Score -444455.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -444460.312500 Penalty: 2720.578613
	Iteration 30Q: 3 clusters Score -444460.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -444462.500000 Penalty: 2720.578613
	Iteration 31Q: 3 clusters Score -444462.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -444465.343750 Penalty: 2720.578613
	Iteration 32Q: 3 clusters Score -444465.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -444468.031250 Penalty: 2720.578613
	Iteration 33Q: 3 clusters Score -444468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -444472.281250 Penalty: 2720.578613
	Iteration 34Q: 3 clusters Score -444472.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -444474.406250 Penalty: 2720.578613
	Iteration 35Q: 3 clusters Score -444474.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -444477.406250 Penalty: 2720.578613
	Iteration 36Q: 3 clusters Score -444477.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -444478.312500 Penalty: 2720.578613
	Iteration 37Q: 3 clusters Score -444478.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -444479.406250 Penalty: 2720.578613
	Iteration 38Q: 3 clusters Score -444479.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -444479.812500 Penalty: 2720.578613
	Iteration 39Q: 3 clusters Score -444479.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -444480.250000 Penalty: 2720.578613
	Iteration 40F: 3 clusters Score -444480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -444481.062500 Penalty: 2720.578613
	Iteration 41Q: 3 clusters Score -444481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -444482.125000 Penalty: 2720.578613
	Iteration 42Q: 3 clusters Score -444482.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -444482.625000 Penalty: 2720.578613
	Iteration 43Q: 3 clusters Score -444482.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -444483.531250 Penalty: 2720.578613
	Iteration 44Q: 3 clusters Score -444483.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -444483.531250 Penalty: 2720.578613
	Iteration 45F: 3 clusters Score -444483.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (134813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134813 members 
Entering Unmasked Estep 
Score: -13586922.000000 Penalty: 1919.392090
	Iteration 0F: 2 clusters Score -1.358692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 67458 members 
Entering Unmasked Estep 
Score: -13496490.000000 Penalty: 3838.784180
	Iteration 0F: 3 clusters Score -1.349649e+07 nChanged 64742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63923 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -13534791.000000 Penalty: 3838.784180
	Iteration 1F: 3 clusters Score -1.353479e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61689 members 
Mstep: Class 2 contains 73124 members 
Entering Unmasked Estep 
Score: -13535938.000000 Penalty: 3838.784180
	Iteration 2Q: 3 clusters Score -1.353594e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -13537384.000000 Penalty: 3838.784180
	Iteration 3Q: 3 clusters Score -1.353738e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Mstep: Class 2 contains 81673 members 
Entering Unmasked Estep 
Score: -13539912.000000 Penalty: 3838.784180
	Iteration 4Q: 3 clusters Score -1.353991e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 88818 members 
Entering Unmasked Estep 
Score: -13544032.000000 Penalty: 3838.784180
	Iteration 5F: 3 clusters Score -1.354403e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 98446 members 
Entering Unmasked Estep 
Score: -13550924.000000 Penalty: 3838.784180
	Iteration 6F: 3 clusters Score -1.355092e+07 nChanged 11512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 109934 members 
Entering Unmasked Estep 
Score: -13560958.000000 Penalty: 3838.784180
	Iteration 7F: 3 clusters Score -1.356096e+07 nChanged 11053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 120985 members 
Entering Unmasked Estep 
Score: -13571631.000000 Penalty: 3838.784180
	Iteration 8F: 3 clusters Score -1.357163e+07 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 129004 members 
Entering Unmasked Estep 
Score: -13579753.000000 Penalty: 3838.784180
	Iteration 9F: 3 clusters Score -1.357975e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 132840 members 
Entering Unmasked Estep 
Score: -13583458.000000 Penalty: 3838.784180
	Iteration 10Q: 3 clusters Score -1.358346e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 134153 members 
Entering Unmasked Estep 
Score: -13584625.000000 Penalty: 3838.784180
	Iteration 11Q: 3 clusters Score -1.358462e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 134490 members 
Entering Unmasked Estep 
Score: -13584958.000000 Penalty: 3838.784180
	Iteration 12Q: 3 clusters Score -1.358496e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 134569 members 
Entering Unmasked Estep 
Score: -13585056.000000 Penalty: 3838.784180
	Iteration 13Q: 3 clusters Score -1.358506e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 134597 members 
Entering Unmasked Estep 
Score: -13585122.000000 Penalty: 3838.784180
	Iteration 14Q: 3 clusters Score -1.358512e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 134615 members 
Entering Unmasked Estep 
Score: -13585150.000000 Penalty: 3838.784180
	Iteration 15Q: 3 clusters Score -1.358515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 134618 members 
Entering Unmasked Estep 
Score: -13585151.000000 Penalty: 3838.784180
	Iteration 16Q: 3 clusters Score -1.358515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 134620 members 
Entering Unmasked Estep 
Score: -13585165.000000 Penalty: 3838.784180
	Iteration 17Q: 3 clusters Score -1.358516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 134622 members 
Entering Unmasked Estep 
Score: -13585163.000000 Penalty: 3838.784180
	Iteration 18Q: 3 clusters Score -1.358516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 134623 members 
Entering Unmasked Estep 
Score: -13585161.000000 Penalty: 3838.784180
	Iteration 19Q: 3 clusters Score -1.358516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 134625 members 
Entering Unmasked Estep 
Score: -13585176.000000 Penalty: 3838.784180
	Iteration 20F: 3 clusters Score -1.358518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 134629 members 
Entering Unmasked Estep 
Score: -13585184.000000 Penalty: 3838.784180
	Iteration 21Q: 3 clusters Score -1.358518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 134629 members 
Entering Unmasked Estep 
Score: -13585195.000000 Penalty: 3838.784180
	Iteration 22Q: 3 clusters Score -1.35852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 134630 members 
Entering Unmasked Estep 
Score: -13585196.000000 Penalty: 3838.784180
	Iteration 23Q: 3 clusters Score -1.35852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 134631 members 
Entering Unmasked Estep 
Score: -13585199.000000 Penalty: 3838.784180
	Iteration 24Q: 3 clusters Score -1.35852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 134631 members 
Entering Unmasked Estep 
Score: -13585199.000000 Penalty: 3838.784180
	Iteration 25F: 3 clusters Score -1.35852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (169803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169803 members 
Entering Unmasked Estep 
Score: -17426516.000000 Penalty: 1956.889160
	Iteration 0F: 2 clusters Score -1.742652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84778 members 
Mstep: Class 2 contains 85025 members 
Entering Unmasked Estep 
Score: -17319948.000000 Penalty: 3913.778320
	Iteration 0F: 3 clusters Score -1.731995e+07 nChanged 81999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84291 members 
Mstep: Class 2 contains 85512 members 
Entering Unmasked Estep 
Score: -17368678.000000 Penalty: 3913.778320
	Iteration 1F: 3 clusters Score -1.736868e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84709 members 
Mstep: Class 2 contains 85094 members 
Entering Unmasked Estep 
Score: -17370156.000000 Penalty: 3913.778320
	Iteration 2Q: 3 clusters Score -1.737016e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85509 members 
Mstep: Class 2 contains 84294 members 
Entering Unmasked Estep 
Score: -17372368.000000 Penalty: 3913.778320
	Iteration 3Q: 3 clusters Score -1.737237e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86855 members 
Mstep: Class 2 contains 82948 members 
Entering Unmasked Estep 
Score: -17375660.000000 Penalty: 3913.778320
	Iteration 4Q: 3 clusters Score -1.737566e+07 nChanged 8878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88927 members 
Mstep: Class 2 contains 80876 members 
Entering Unmasked Estep 
Score: -17380056.000000 Penalty: 3913.778320
	Iteration 5F: 3 clusters Score -1.738006e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91629 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -17385836.000000 Penalty: 3913.778320
	Iteration 6F: 3 clusters Score -1.738584e+07 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94615 members 
Mstep: Class 2 contains 75188 members 
Entering Unmasked Estep 
Score: -17392544.000000 Penalty: 3913.778320
	Iteration 7F: 3 clusters Score -1.739254e+07 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97826 members 
Mstep: Class 2 contains 71977 members 
Entering Unmasked Estep 
Score: -17399746.000000 Penalty: 3913.778320
	Iteration 8F: 3 clusters Score -1.739975e+07 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100819 members 
Mstep: Class 2 contains 68984 members 
Entering Unmasked Estep 
Score: -17406524.000000 Penalty: 3913.778320
	Iteration 9F: 3 clusters Score -1.740652e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103439 members 
Mstep: Class 2 contains 66364 members 
Entering Unmasked Estep 
Score: -17411194.000000 Penalty: 3913.778320
	Iteration 10Q: 3 clusters Score -1.741119e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105691 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
Score: -17413340.000000 Penalty: 3913.778320
	Iteration 11Q: 3 clusters Score -1.741334e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107658 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -17414354.000000 Penalty: 3913.778320
	Iteration 12Q: 3 clusters Score -1.741435e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109611 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -17415038.000000 Penalty: 3913.778320
	Iteration 13Q: 3 clusters Score -1.741504e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111609 members 
Mstep: Class 2 contains 58194 members 
Entering Unmasked Estep 
Score: -17415522.000000 Penalty: 3913.778320
	Iteration 14Q: 3 clusters Score -1.741552e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113700 members 
Mstep: Class 2 contains 56103 members 
Entering Unmasked Estep 
Score: -17416080.000000 Penalty: 3913.778320
	Iteration 15Q: 3 clusters Score -1.741608e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115835 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -17416680.000000 Penalty: 3913.778320
	Iteration 16Q: 3 clusters Score -1.741668e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118149 members 
Mstep: Class 2 contains 51654 members 
Entering Unmasked Estep 
Score: -17417182.000000 Penalty: 3913.778320
	Iteration 17Q: 3 clusters Score -1.741718e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120561 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -17417738.000000 Penalty: 3913.778320
	Iteration 18Q: 3 clusters Score -1.741774e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123121 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -17418268.000000 Penalty: 3913.778320
	Iteration 19Q: 3 clusters Score -1.741827e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125782 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -17418984.000000 Penalty: 3913.778320
	Iteration 20F: 3 clusters Score -1.741898e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128604 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -17419532.000000 Penalty: 3913.778320
	Iteration 21Q: 3 clusters Score -1.741953e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131424 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -17420158.000000 Penalty: 3913.778320
	Iteration 22Q: 3 clusters Score -1.742016e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134375 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -17420848.000000 Penalty: 3913.778320
	Iteration 23Q: 3 clusters Score -1.742085e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137365 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -17421702.000000 Penalty: 3913.778320
	Iteration 24Q: 3 clusters Score -1.74217e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140468 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -17422522.000000 Penalty: 3913.778320
	Iteration 25Q: 3 clusters Score -1.742252e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143540 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -17423382.000000 Penalty: 3913.778320
	Iteration 26Q: 3 clusters Score -1.742338e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146735 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -17423954.000000 Penalty: 3913.778320
	Iteration 27Q: 3 clusters Score -1.742395e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150154 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -17424400.000000 Penalty: 3913.778320
	Iteration 28Q: 3 clusters Score -1.74244e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153659 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -17424856.000000 Penalty: 3913.778320
	Iteration 29Q: 3 clusters Score -1.742486e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156967 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -17425166.000000 Penalty: 3913.778320
	Iteration 30Q: 3 clusters Score -1.742517e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159817 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -17425616.000000 Penalty: 3913.778320
	Iteration 31Q: 3 clusters Score -1.742562e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162148 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -17426028.000000 Penalty: 3913.778320
	Iteration 32Q: 3 clusters Score -1.742603e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163769 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -17426120.000000 Penalty: 3913.778320
	Iteration 33Q: 3 clusters Score -1.742612e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164817 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -17426134.000000 Penalty: 3913.778320
	Iteration 34Q: 3 clusters Score -1.742613e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165542 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -17426076.000000 Penalty: 3913.778320
	Iteration 35Q: 3 clusters Score -1.742608e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166017 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -17426060.000000 Penalty: 3913.778320
	Iteration 36Q: 3 clusters Score -1.742606e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166348 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -17426004.000000 Penalty: 3913.778320
	Iteration 37Q: 3 clusters Score -1.7426e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166582 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -17426056.000000 Penalty: 3913.778320
	Iteration 38Q: 3 clusters Score -1.742606e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166751 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -17426064.000000 Penalty: 3913.778320
	Iteration 39Q: 3 clusters Score -1.742606e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166859 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -17426444.000000 Penalty: 3913.778320
	Iteration 40F: 3 clusters Score -1.742644e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167474 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -17426398.000000 Penalty: 3913.778320
	Iteration 41Q: 3 clusters Score -1.74264e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167830 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -17426324.000000 Penalty: 3913.778320
	Iteration 42Q: 3 clusters Score -1.742632e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168048 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -17426328.000000 Penalty: 3913.778320
	Iteration 43Q: 3 clusters Score -1.742633e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168192 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -17426316.000000 Penalty: 3913.778320
	Iteration 44Q: 3 clusters Score -1.742632e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168287 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -17426278.000000 Penalty: 3913.778320
	Iteration 45Q: 3 clusters Score -1.742628e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168363 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -17426234.000000 Penalty: 3913.778320
	Iteration 46Q: 3 clusters Score -1.742623e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168413 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -17426264.000000 Penalty: 3913.778320
	Iteration 47Q: 3 clusters Score -1.742626e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168444 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -17426232.000000 Penalty: 3913.778320
	Iteration 48Q: 3 clusters Score -1.742623e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168476 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -17426218.000000 Penalty: 3913.778320
	Iteration 49Q: 3 clusters Score -1.742622e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168502 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -17426198.000000 Penalty: 3913.778320
	Iteration 50Q: 3 clusters Score -1.74262e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168523 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -17426182.000000 Penalty: 3913.778320
	Iteration 51Q: 3 clusters Score -1.742618e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168542 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -17426172.000000 Penalty: 3913.778320
	Iteration 52Q: 3 clusters Score -1.742617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168554 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -17426174.000000 Penalty: 3913.778320
	Iteration 53Q: 3 clusters Score -1.742617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168562 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -17426148.000000 Penalty: 3913.778320
	Iteration 54Q: 3 clusters Score -1.742615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168571 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -17426150.000000 Penalty: 3913.778320
	Iteration 55Q: 3 clusters Score -1.742615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168576 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -17426152.000000 Penalty: 3913.778320
	Iteration 56Q: 3 clusters Score -1.742615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168583 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -17426158.000000 Penalty: 3913.778320
	Iteration 57Q: 3 clusters Score -1.742616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168593 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -17426148.000000 Penalty: 3913.778320
	Iteration 58Q: 3 clusters Score -1.742615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168601 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -17426142.000000 Penalty: 3913.778320
	Iteration 59Q: 3 clusters Score -1.742614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168606 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -17426130.000000 Penalty: 3913.778320
	Iteration 60F: 3 clusters Score -1.742613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168607 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -17426142.000000 Penalty: 3913.778320
	Iteration 61Q: 3 clusters Score -1.742614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168608 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -17426128.000000 Penalty: 3913.778320
	Iteration 62Q: 3 clusters Score -1.742613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168609 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -17426126.000000 Penalty: 3913.778320
	Iteration 63Q: 3 clusters Score -1.742613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168609 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -17426126.000000 Penalty: 3913.778320
	Iteration 64F: 3 clusters Score -1.742613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Entering Unmasked Estep 
Score: -1553509.250000 Penalty: 1563.066040
	Iteration 0F: 2 clusters Score -1553509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1543245.500000 Penalty: 3126.132080
	Iteration 0F: 3 clusters Score -1543246 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1546733.875000 Penalty: 3126.132080
	Iteration 1F: 3 clusters Score -1546734 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1546971.625000 Penalty: 3126.132080
	Iteration 2Q: 3 clusters Score -1546972 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1547177.750000 Penalty: 3126.132080
	Iteration 3Q: 3 clusters Score -1547178 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1547411.625000 Penalty: 3126.132080
	Iteration 4Q: 3 clusters Score -1547412 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1547664.375000 Penalty: 3126.132080
	Iteration 5Q: 3 clusters Score -1547664 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1547928.750000 Penalty: 3126.132080
	Iteration 6Q: 3 clusters Score -1547929 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1548279.250000 Penalty: 3126.132080
	Iteration 7Q: 3 clusters Score -1548279 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1548728.375000 Penalty: 3126.132080
	Iteration 8F: 3 clusters Score -1548728 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1549331.375000 Penalty: 3126.132080
	Iteration 9F: 3 clusters Score -1549331 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1550074.375000 Penalty: 3126.132080
	Iteration 10F: 3 clusters Score -1550074 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1550831.125000 Penalty: 3126.132080
	Iteration 11F: 3 clusters Score -1550831 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1551412.625000 Penalty: 3126.132080
	Iteration 12Q: 3 clusters Score -1551413 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1551840.250000 Penalty: 3126.132080
	Iteration 13Q: 3 clusters Score -1551840 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1552085.000000 Penalty: 3126.132080
	Iteration 14Q: 3 clusters Score -1552085 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1552227.125000 Penalty: 3126.132080
	Iteration 15Q: 3 clusters Score -1552227 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1552312.500000 Penalty: 3126.132080
	Iteration 16Q: 3 clusters Score -1552312 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1552365.375000 Penalty: 3126.132080
	Iteration 17Q: 3 clusters Score -1552365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1552395.250000 Penalty: 3126.132080
	Iteration 18Q: 3 clusters Score -1552395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1552410.500000 Penalty: 3126.132080
	Iteration 19Q: 3 clusters Score -1552410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1552428.500000 Penalty: 3126.132080
	Iteration 20F: 3 clusters Score -1552428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1552446.750000 Penalty: 3126.132080
	Iteration 21Q: 3 clusters Score -1552447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1552455.000000 Penalty: 3126.132080
	Iteration 22Q: 3 clusters Score -1552455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1552461.250000 Penalty: 3126.132080
	Iteration 23Q: 3 clusters Score -1552461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1552465.000000 Penalty: 3126.132080
	Iteration 24Q: 3 clusters Score -1552465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1552468.250000 Penalty: 3126.132080
	Iteration 25Q: 3 clusters Score -1552468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1552469.500000 Penalty: 3126.132080
	Iteration 26Q: 3 clusters Score -1552470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1552469.250000 Penalty: 3126.132080
	Iteration 27Q: 3 clusters Score -1552469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1552471.250000 Penalty: 3126.132080
	Iteration 28Q: 3 clusters Score -1552471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1552474.875000 Penalty: 3126.132080
	Iteration 29Q: 3 clusters Score -1552475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1552478.625000 Penalty: 3126.132080
	Iteration 30Q: 3 clusters Score -1552479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1552480.875000 Penalty: 3126.132080
	Iteration 31Q: 3 clusters Score -1552481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1552480.875000 Penalty: 3126.132080
	Iteration 32F: 3 clusters Score -1552481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (161174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161174 members 
Entering Unmasked Estep 
Score: -16251167.000000 Penalty: 1948.414062
	Iteration 0F: 2 clusters Score -1.625117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80972 members 
Mstep: Class 2 contains 80202 members 
Entering Unmasked Estep 
Score: -16144958.000000 Penalty: 3896.828125
	Iteration 0F: 3 clusters Score -1.614496e+07 nChanged 77862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88990 members 
Mstep: Class 2 contains 72184 members 
Entering Unmasked Estep 
Score: -16192202.000000 Penalty: 3896.828125
	Iteration 1F: 3 clusters Score -1.61922e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94737 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -16195592.000000 Penalty: 3896.828125
	Iteration 2Q: 3 clusters Score -1.619559e+07 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102974 members 
Mstep: Class 2 contains 58200 members 
Entering Unmasked Estep 
Score: -16201809.000000 Penalty: 3896.828125
	Iteration 3F: 3 clusters Score -1.620181e+07 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112974 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -16210910.000000 Penalty: 3896.828125
	Iteration 4F: 3 clusters Score -1.621091e+07 nChanged 12458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122816 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -16221929.000000 Penalty: 3896.828125
	Iteration 5F: 3 clusters Score -1.622193e+07 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129846 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -16232348.000000 Penalty: 3896.828125
	Iteration 6F: 3 clusters Score -1.623235e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133115 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -16239819.000000 Penalty: 3896.828125
	Iteration 7Q: 3 clusters Score -1.623982e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134214 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -16243322.000000 Penalty: 3896.828125
	Iteration 8Q: 3 clusters Score -1.624332e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134933 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -16245401.000000 Penalty: 3896.828125
	Iteration 9Q: 3 clusters Score -1.62454e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135516 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -16246709.000000 Penalty: 3896.828125
	Iteration 10Q: 3 clusters Score -1.624671e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136028 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -16247433.000000 Penalty: 3896.828125
	Iteration 11Q: 3 clusters Score -1.624743e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136489 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -16247979.000000 Penalty: 3896.828125
	Iteration 12Q: 3 clusters Score -1.624798e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136915 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -16248373.000000 Penalty: 3896.828125
	Iteration 13Q: 3 clusters Score -1.624837e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137310 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -16248574.000000 Penalty: 3896.828125
	Iteration 14Q: 3 clusters Score -1.624857e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137705 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -16248737.000000 Penalty: 3896.828125
	Iteration 15Q: 3 clusters Score -1.624874e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138091 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -16248890.000000 Penalty: 3896.828125
	Iteration 16Q: 3 clusters Score -1.624889e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138448 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -16249055.000000 Penalty: 3896.828125
	Iteration 17Q: 3 clusters Score -1.624906e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138782 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -16249144.000000 Penalty: 3896.828125
	Iteration 18Q: 3 clusters Score -1.624914e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139131 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -16249239.000000 Penalty: 3896.828125
	Iteration 19Q: 3 clusters Score -1.624924e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139456 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -16249290.000000 Penalty: 3896.828125
	Iteration 20F: 3 clusters Score -1.624929e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139773 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -16249410.000000 Penalty: 3896.828125
	Iteration 21Q: 3 clusters Score -1.624941e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140089 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -16249476.000000 Penalty: 3896.828125
	Iteration 22Q: 3 clusters Score -1.624948e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140387 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -16249475.000000 Penalty: 3896.828125
	Iteration 23Q: 3 clusters Score -1.624948e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140681 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -16249544.000000 Penalty: 3896.828125
	Iteration 24Q: 3 clusters Score -1.624954e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140970 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -16249568.000000 Penalty: 3896.828125
	Iteration 25Q: 3 clusters Score -1.624957e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141254 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -16249598.000000 Penalty: 3896.828125
	Iteration 26Q: 3 clusters Score -1.62496e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141535 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -16249646.000000 Penalty: 3896.828125
	Iteration 27Q: 3 clusters Score -1.624965e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141820 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -16249682.000000 Penalty: 3896.828125
	Iteration 28Q: 3 clusters Score -1.624968e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142097 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -16249719.000000 Penalty: 3896.828125
	Iteration 29Q: 3 clusters Score -1.624972e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142344 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -16249737.000000 Penalty: 3896.828125
	Iteration 30Q: 3 clusters Score -1.624974e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142586 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -16249761.000000 Penalty: 3896.828125
	Iteration 31Q: 3 clusters Score -1.624976e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142836 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -16249837.000000 Penalty: 3896.828125
	Iteration 32Q: 3 clusters Score -1.624984e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143066 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -16249847.000000 Penalty: 3896.828125
	Iteration 33Q: 3 clusters Score -1.624985e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143326 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -16249879.000000 Penalty: 3896.828125
	Iteration 34Q: 3 clusters Score -1.624988e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143569 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -16249886.000000 Penalty: 3896.828125
	Iteration 35Q: 3 clusters Score -1.624989e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143795 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -16249909.000000 Penalty: 3896.828125
	Iteration 36Q: 3 clusters Score -1.624991e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143989 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -16249951.000000 Penalty: 3896.828125
	Iteration 37Q: 3 clusters Score -1.624995e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144182 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -16249967.000000 Penalty: 3896.828125
	Iteration 38Q: 3 clusters Score -1.624997e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144345 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -16250053.000000 Penalty: 3896.828125
	Iteration 39Q: 3 clusters Score -1.625005e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144501 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -16250084.000000 Penalty: 3896.828125
	Iteration 40F: 3 clusters Score -1.625008e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144663 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -16250081.000000 Penalty: 3896.828125
	Iteration 41Q: 3 clusters Score -1.625008e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144826 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -16250141.000000 Penalty: 3896.828125
	Iteration 42Q: 3 clusters Score -1.625014e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144975 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -16250157.000000 Penalty: 3896.828125
	Iteration 43Q: 3 clusters Score -1.625016e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145117 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -16250192.000000 Penalty: 3896.828125
	Iteration 44Q: 3 clusters Score -1.625019e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145269 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -16250239.000000 Penalty: 3896.828125
	Iteration 45Q: 3 clusters Score -1.625024e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145425 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -16250261.000000 Penalty: 3896.828125
	Iteration 46Q: 3 clusters Score -1.625026e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145571 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -16250256.000000 Penalty: 3896.828125
	Iteration 47Q: 3 clusters Score -1.625026e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145706 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -16250296.000000 Penalty: 3896.828125
	Iteration 48Q: 3 clusters Score -1.62503e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145842 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -16250273.000000 Penalty: 3896.828125
	Iteration 49Q: 3 clusters Score -1.625027e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145983 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -16250256.000000 Penalty: 3896.828125
	Iteration 50Q: 3 clusters Score -1.625026e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146118 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -16250245.000000 Penalty: 3896.828125
	Iteration 51Q: 3 clusters Score -1.625024e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146259 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -16250265.000000 Penalty: 3896.828125
	Iteration 52Q: 3 clusters Score -1.625026e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146403 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -16250293.000000 Penalty: 3896.828125
	Iteration 53Q: 3 clusters Score -1.625029e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146543 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -16250299.000000 Penalty: 3896.828125
	Iteration 54Q: 3 clusters Score -1.62503e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146681 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -16250285.000000 Penalty: 3896.828125
	Iteration 55Q: 3 clusters Score -1.625028e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146821 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -16250297.000000 Penalty: 3896.828125
	Iteration 56Q: 3 clusters Score -1.62503e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146977 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -16250350.000000 Penalty: 3896.828125
	Iteration 57Q: 3 clusters Score -1.625035e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147139 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -16250358.000000 Penalty: 3896.828125
	Iteration 58Q: 3 clusters Score -1.625036e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147310 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -16250366.000000 Penalty: 3896.828125
	Iteration 59Q: 3 clusters Score -1.625037e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147462 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -16250376.000000 Penalty: 3896.828125
	Iteration 60F: 3 clusters Score -1.625038e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147593 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -16250400.000000 Penalty: 3896.828125
	Iteration 61Q: 3 clusters Score -1.62504e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147746 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -16250375.000000 Penalty: 3896.828125
	Iteration 62Q: 3 clusters Score -1.625038e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147891 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -16250391.000000 Penalty: 3896.828125
	Iteration 63Q: 3 clusters Score -1.625039e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148046 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -16250401.000000 Penalty: 3896.828125
	Iteration 64Q: 3 clusters Score -1.62504e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148198 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -16250404.000000 Penalty: 3896.828125
	Iteration 65Q: 3 clusters Score -1.62504e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148357 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -16250400.000000 Penalty: 3896.828125
	Iteration 66Q: 3 clusters Score -1.62504e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148524 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -16250431.000000 Penalty: 3896.828125
	Iteration 67Q: 3 clusters Score -1.625043e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148692 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -16250432.000000 Penalty: 3896.828125
	Iteration 68Q: 3 clusters Score -1.625043e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148876 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -16250374.000000 Penalty: 3896.828125
	Iteration 69Q: 3 clusters Score -1.625037e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149044 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -16250350.000000 Penalty: 3896.828125
	Iteration 70Q: 3 clusters Score -1.625035e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149187 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -16250356.000000 Penalty: 3896.828125
	Iteration 71Q: 3 clusters Score -1.625036e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149340 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -16250363.000000 Penalty: 3896.828125
	Iteration 72Q: 3 clusters Score -1.625036e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149492 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -16250389.000000 Penalty: 3896.828125
	Iteration 73Q: 3 clusters Score -1.625039e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149657 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -16250337.000000 Penalty: 3896.828125
	Iteration 74Q: 3 clusters Score -1.625034e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149826 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -16250351.000000 Penalty: 3896.828125
	Iteration 75Q: 3 clusters Score -1.625035e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149987 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -16250305.000000 Penalty: 3896.828125
	Iteration 76Q: 3 clusters Score -1.62503e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150147 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -16250293.000000 Penalty: 3896.828125
	Iteration 77Q: 3 clusters Score -1.625029e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150318 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -16250285.000000 Penalty: 3896.828125
	Iteration 78Q: 3 clusters Score -1.625028e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150487 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -16250241.000000 Penalty: 3896.828125
	Iteration 79Q: 3 clusters Score -1.625024e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150659 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -16250218.000000 Penalty: 3896.828125
	Iteration 80F: 3 clusters Score -1.625022e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150839 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -16250226.000000 Penalty: 3896.828125
	Iteration 81Q: 3 clusters Score -1.625023e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150997 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -16250243.000000 Penalty: 3896.828125
	Iteration 82Q: 3 clusters Score -1.625024e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151158 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -16250250.000000 Penalty: 3896.828125
	Iteration 83Q: 3 clusters Score -1.625025e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151314 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -16250251.000000 Penalty: 3896.828125
	Iteration 84Q: 3 clusters Score -1.625025e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151484 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -16250276.000000 Penalty: 3896.828125
	Iteration 85Q: 3 clusters Score -1.625028e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151664 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -16250312.000000 Penalty: 3896.828125
	Iteration 86Q: 3 clusters Score -1.625031e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151857 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -16250336.000000 Penalty: 3896.828125
	Iteration 87Q: 3 clusters Score -1.625034e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152045 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -16250360.000000 Penalty: 3896.828125
	Iteration 88Q: 3 clusters Score -1.625036e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152224 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -16250397.000000 Penalty: 3896.828125
	Iteration 89Q: 3 clusters Score -1.62504e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152399 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -16250333.000000 Penalty: 3896.828125
	Iteration 90Q: 3 clusters Score -1.625033e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152575 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -16250333.000000 Penalty: 3896.828125
	Iteration 91Q: 3 clusters Score -1.625033e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152773 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -16250319.000000 Penalty: 3896.828125
	Iteration 92Q: 3 clusters Score -1.625032e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152932 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -16250340.000000 Penalty: 3896.828125
	Iteration 93Q: 3 clusters Score -1.625034e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153100 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -16250309.000000 Penalty: 3896.828125
	Iteration 94Q: 3 clusters Score -1.625031e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153254 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -16250308.000000 Penalty: 3896.828125
	Iteration 95Q: 3 clusters Score -1.625031e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153398 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -16250270.000000 Penalty: 3896.828125
	Iteration 96Q: 3 clusters Score -1.625027e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153522 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -16250245.000000 Penalty: 3896.828125
	Iteration 97Q: 3 clusters Score -1.625024e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153653 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -16250259.000000 Penalty: 3896.828125
	Iteration 98Q: 3 clusters Score -1.625026e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153765 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -16250240.000000 Penalty: 3896.828125
	Iteration 99Q: 3 clusters Score -1.625024e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153877 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -16250238.000000 Penalty: 3896.828125
	Iteration 100F: 3 clusters Score -1.625024e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153974 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -16250242.000000 Penalty: 3896.828125
	Iteration 101Q: 3 clusters Score -1.625024e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154062 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -16250241.000000 Penalty: 3896.828125
	Iteration 102Q: 3 clusters Score -1.625024e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154143 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -16250237.000000 Penalty: 3896.828125
	Iteration 103Q: 3 clusters Score -1.625024e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154232 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -16250242.000000 Penalty: 3896.828125
	Iteration 104Q: 3 clusters Score -1.625024e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154318 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -16250204.000000 Penalty: 3896.828125
	Iteration 105Q: 3 clusters Score -1.62502e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154408 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -16250213.000000 Penalty: 3896.828125
	Iteration 106Q: 3 clusters Score -1.625021e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154487 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -16250189.000000 Penalty: 3896.828125
	Iteration 107Q: 3 clusters Score -1.625019e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154572 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -16250177.000000 Penalty: 3896.828125
	Iteration 108Q: 3 clusters Score -1.625018e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154662 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -16250175.000000 Penalty: 3896.828125
	Iteration 109Q: 3 clusters Score -1.625018e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154759 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -16250156.000000 Penalty: 3896.828125
	Iteration 110Q: 3 clusters Score -1.625016e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154855 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -16250172.000000 Penalty: 3896.828125
	Iteration 111Q: 3 clusters Score -1.625017e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154963 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -16250113.000000 Penalty: 3896.828125
	Iteration 112Q: 3 clusters Score -1.625011e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155068 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -16250121.000000 Penalty: 3896.828125
	Iteration 113Q: 3 clusters Score -1.625012e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155172 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -16250138.000000 Penalty: 3896.828125
	Iteration 114Q: 3 clusters Score -1.625014e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155278 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -16250097.000000 Penalty: 3896.828125
	Iteration 115Q: 3 clusters Score -1.62501e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155372 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -16250048.000000 Penalty: 3896.828125
	Iteration 116Q: 3 clusters Score -1.625005e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155463 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -16250056.000000 Penalty: 3896.828125
	Iteration 117Q: 3 clusters Score -1.625006e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155549 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -16250005.000000 Penalty: 3896.828125
	Iteration 118Q: 3 clusters Score -1.625e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155642 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -16249985.000000 Penalty: 3896.828125
	Iteration 119Q: 3 clusters Score -1.624998e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155739 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -16249989.000000 Penalty: 3896.828125
	Iteration 120F: 3 clusters Score -1.624999e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155839 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -16249927.000000 Penalty: 3896.828125
	Iteration 121Q: 3 clusters Score -1.624993e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155946 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -16249906.000000 Penalty: 3896.828125
	Iteration 122Q: 3 clusters Score -1.624991e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156061 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -16249922.000000 Penalty: 3896.828125
	Iteration 123Q: 3 clusters Score -1.624992e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156150 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -16249904.000000 Penalty: 3896.828125
	Iteration 124Q: 3 clusters Score -1.62499e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156243 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -16249881.000000 Penalty: 3896.828125
	Iteration 125Q: 3 clusters Score -1.624988e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156341 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -16249844.000000 Penalty: 3896.828125
	Iteration 126Q: 3 clusters Score -1.624984e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156433 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -16249842.000000 Penalty: 3896.828125
	Iteration 127Q: 3 clusters Score -1.624984e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156545 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -16249822.000000 Penalty: 3896.828125
	Iteration 128Q: 3 clusters Score -1.624982e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156639 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -16249797.000000 Penalty: 3896.828125
	Iteration 129Q: 3 clusters Score -1.62498e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156745 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -16249776.000000 Penalty: 3896.828125
	Iteration 130Q: 3 clusters Score -1.624978e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156834 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -16249732.000000 Penalty: 3896.828125
	Iteration 131Q: 3 clusters Score -1.624973e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156931 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -16249765.000000 Penalty: 3896.828125
	Iteration 132Q: 3 clusters Score -1.624976e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157043 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -16249752.000000 Penalty: 3896.828125
	Iteration 133Q: 3 clusters Score -1.624975e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157163 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -16249729.000000 Penalty: 3896.828125
	Iteration 134Q: 3 clusters Score -1.624973e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157265 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -16249704.000000 Penalty: 3896.828125
	Iteration 135Q: 3 clusters Score -1.62497e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157358 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -16249711.000000 Penalty: 3896.828125
	Iteration 136Q: 3 clusters Score -1.624971e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157444 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -16249692.000000 Penalty: 3896.828125
	Iteration 137Q: 3 clusters Score -1.624969e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157541 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -16249701.000000 Penalty: 3896.828125
	Iteration 138Q: 3 clusters Score -1.62497e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157648 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -16249702.000000 Penalty: 3896.828125
	Iteration 139Q: 3 clusters Score -1.62497e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157763 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -16249663.000000 Penalty: 3896.828125
	Iteration 140F: 3 clusters Score -1.624966e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157855 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -16249639.000000 Penalty: 3896.828125
	Iteration 141Q: 3 clusters Score -1.624964e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157940 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -16249646.000000 Penalty: 3896.828125
	Iteration 142Q: 3 clusters Score -1.624965e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158023 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -16249625.000000 Penalty: 3896.828125
	Iteration 143Q: 3 clusters Score -1.624962e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158111 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -16249595.000000 Penalty: 3896.828125
	Iteration 144Q: 3 clusters Score -1.62496e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158206 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -16249615.000000 Penalty: 3896.828125
	Iteration 145Q: 3 clusters Score -1.624962e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158287 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -16249624.000000 Penalty: 3896.828125
	Iteration 146Q: 3 clusters Score -1.624962e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158384 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -16249592.000000 Penalty: 3896.828125
	Iteration 147Q: 3 clusters Score -1.624959e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158484 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -16249579.000000 Penalty: 3896.828125
	Iteration 148Q: 3 clusters Score -1.624958e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158595 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -16249620.000000 Penalty: 3896.828125
	Iteration 149Q: 3 clusters Score -1.624962e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158696 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -16249592.000000 Penalty: 3896.828125
	Iteration 150Q: 3 clusters Score -1.624959e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158817 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -16249609.000000 Penalty: 3896.828125
	Iteration 151Q: 3 clusters Score -1.624961e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158933 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -16249605.000000 Penalty: 3896.828125
	Iteration 152Q: 3 clusters Score -1.62496e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159053 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -16249575.000000 Penalty: 3896.828125
	Iteration 153Q: 3 clusters Score -1.624958e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159163 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -16249624.000000 Penalty: 3896.828125
	Iteration 154Q: 3 clusters Score -1.624962e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159269 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -16249630.000000 Penalty: 3896.828125
	Iteration 155Q: 3 clusters Score -1.624963e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159370 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -16249671.000000 Penalty: 3896.828125
	Iteration 156Q: 3 clusters Score -1.624967e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159461 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -16249672.000000 Penalty: 3896.828125
	Iteration 157Q: 3 clusters Score -1.624967e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159552 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -16249670.000000 Penalty: 3896.828125
	Iteration 158Q: 3 clusters Score -1.624967e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159652 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -16249696.000000 Penalty: 3896.828125
	Iteration 159Q: 3 clusters Score -1.62497e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159742 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -16249717.000000 Penalty: 3896.828125
	Iteration 160F: 3 clusters Score -1.624972e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159820 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -16249716.000000 Penalty: 3896.828125
	Iteration 161Q: 3 clusters Score -1.624972e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159889 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -16249702.000000 Penalty: 3896.828125
	Iteration 162Q: 3 clusters Score -1.62497e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159950 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -16249711.000000 Penalty: 3896.828125
	Iteration 163Q: 3 clusters Score -1.624971e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160003 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -16249694.000000 Penalty: 3896.828125
	Iteration 164Q: 3 clusters Score -1.624969e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160046 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -16249705.000000 Penalty: 3896.828125
	Iteration 165Q: 3 clusters Score -1.62497e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160083 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -16249698.000000 Penalty: 3896.828125
	Iteration 166Q: 3 clusters Score -1.62497e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160114 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -16249706.000000 Penalty: 3896.828125
	Iteration 167Q: 3 clusters Score -1.624971e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160140 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16249709.000000 Penalty: 3896.828125
	Iteration 168Q: 3 clusters Score -1.624971e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160164 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -16249706.000000 Penalty: 3896.828125
	Iteration 169Q: 3 clusters Score -1.624971e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160191 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -16249698.000000 Penalty: 3896.828125
	Iteration 170Q: 3 clusters Score -1.62497e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160215 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -16249703.000000 Penalty: 3896.828125
	Iteration 171Q: 3 clusters Score -1.62497e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160232 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -16249711.000000 Penalty: 3896.828125
	Iteration 172Q: 3 clusters Score -1.624971e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160251 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -16249696.000000 Penalty: 3896.828125
	Iteration 173Q: 3 clusters Score -1.62497e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160269 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -16249721.000000 Penalty: 3896.828125
	Iteration 174Q: 3 clusters Score -1.624972e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160292 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -16249724.000000 Penalty: 3896.828125
	Iteration 175Q: 3 clusters Score -1.624972e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160312 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -16249729.000000 Penalty: 3896.828125
	Iteration 176Q: 3 clusters Score -1.624973e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160335 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -16249704.000000 Penalty: 3896.828125
	Iteration 177Q: 3 clusters Score -1.62497e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160349 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -16249715.000000 Penalty: 3896.828125
	Iteration 178Q: 3 clusters Score -1.624972e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160367 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -16249715.000000 Penalty: 3896.828125
	Iteration 179Q: 3 clusters Score -1.624972e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160384 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -16249729.000000 Penalty: 3896.828125
	Iteration 180F: 3 clusters Score -1.624973e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160404 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -16249731.000000 Penalty: 3896.828125
	Iteration 181Q: 3 clusters Score -1.624973e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160422 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -16249715.000000 Penalty: 3896.828125
	Iteration 182Q: 3 clusters Score -1.624972e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160433 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -16249734.000000 Penalty: 3896.828125
	Iteration 183Q: 3 clusters Score -1.624973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160435 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -16249726.000000 Penalty: 3896.828125
	Iteration 184Q: 3 clusters Score -1.624973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160438 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -16249725.000000 Penalty: 3896.828125
	Iteration 185Q: 3 clusters Score -1.624972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160446 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -16249729.000000 Penalty: 3896.828125
	Iteration 186Q: 3 clusters Score -1.624973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160453 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -16249729.000000 Penalty: 3896.828125
	Iteration 187Q: 3 clusters Score -1.624973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160459 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -16249731.000000 Penalty: 3896.828125
	Iteration 188Q: 3 clusters Score -1.624973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160466 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -16249723.000000 Penalty: 3896.828125
	Iteration 189Q: 3 clusters Score -1.624972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160471 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -16249732.000000 Penalty: 3896.828125
	Iteration 190Q: 3 clusters Score -1.624973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160474 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -16249736.000000 Penalty: 3896.828125
	Iteration 191Q: 3 clusters Score -1.624974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160475 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -16249737.000000 Penalty: 3896.828125
	Iteration 192Q: 3 clusters Score -1.624974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160477 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -16249735.000000 Penalty: 3896.828125
	Iteration 193Q: 3 clusters Score -1.624974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160479 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -16249727.000000 Penalty: 3896.828125
	Iteration 194Q: 3 clusters Score -1.624973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160483 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -16249732.000000 Penalty: 3896.828125
	Iteration 195Q: 3 clusters Score -1.624973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160485 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -16249734.000000 Penalty: 3896.828125
	Iteration 196Q: 3 clusters Score -1.624973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160488 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -16249733.000000 Penalty: 3896.828125
	Iteration 197Q: 3 clusters Score -1.624973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160490 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -16249733.000000 Penalty: 3896.828125
	Iteration 198Q: 3 clusters Score -1.624973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160490 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -16249733.000000 Penalty: 3896.828125
	Iteration 199F: 3 clusters Score -1.624973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (115479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115479 members 
Entering Unmasked Estep 
Score: -11853955.000000 Penalty: 1894.237183
	Iteration 0F: 2 clusters Score -1.185396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 57831 members 
Entering Unmasked Estep 
Score: -11776722.000000 Penalty: 3788.474365
	Iteration 0F: 3 clusters Score -1.177672e+07 nChanged 55587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 58040 members 
Entering Unmasked Estep 
Score: -11808886.000000 Penalty: 3788.474365
	Iteration 1F: 3 clusters Score -1.180889e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57444 members 
Mstep: Class 2 contains 58035 members 
Entering Unmasked Estep 
Score: -11809395.000000 Penalty: 3788.474365
	Iteration 2Q: 3 clusters Score -1.18094e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 57902 members 
Entering Unmasked Estep 
Score: -11810127.000000 Penalty: 3788.474365
	Iteration 3Q: 3 clusters Score -1.181013e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 57710 members 
Entering Unmasked Estep 
Score: -11811007.000000 Penalty: 3788.474365
	Iteration 4Q: 3 clusters Score -1.181101e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -11812340.000000 Penalty: 3788.474365
	Iteration 5Q: 3 clusters Score -1.181234e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 56323 members 
Entering Unmasked Estep 
Score: -11814616.000000 Penalty: 3788.474365
	Iteration 6Q: 3 clusters Score -1.181462e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60786 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -11817633.000000 Penalty: 3788.474365
	Iteration 7F: 3 clusters Score -1.181763e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -11821422.000000 Penalty: 3788.474365
	Iteration 8F: 3 clusters Score -1.182142e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65943 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -11825814.000000 Penalty: 3788.474365
	Iteration 9F: 3 clusters Score -1.182581e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69321 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -11830010.000000 Penalty: 3788.474365
	Iteration 10F: 3 clusters Score -1.183001e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72995 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -11834327.000000 Penalty: 3788.474365
	Iteration 11F: 3 clusters Score -1.183433e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76628 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -11839076.000000 Penalty: 3788.474365
	Iteration 12F: 3 clusters Score -1.183908e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79764 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -11843032.000000 Penalty: 3788.474365
	Iteration 13Q: 3 clusters Score -1.184303e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81997 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -11845260.000000 Penalty: 3788.474365
	Iteration 14Q: 3 clusters Score -1.184526e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83750 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -11846342.000000 Penalty: 3788.474365
	Iteration 15Q: 3 clusters Score -1.184634e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85172 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -11846920.000000 Penalty: 3788.474365
	Iteration 16Q: 3 clusters Score -1.184692e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86436 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -11847366.000000 Penalty: 3788.474365
	Iteration 17Q: 3 clusters Score -1.184737e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87574 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -11847672.000000 Penalty: 3788.474365
	Iteration 18Q: 3 clusters Score -1.184767e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88620 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -11847922.000000 Penalty: 3788.474365
	Iteration 19Q: 3 clusters Score -1.184792e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89624 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -11848114.000000 Penalty: 3788.474365
	Iteration 20F: 3 clusters Score -1.184811e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90606 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -11848372.000000 Penalty: 3788.474365
	Iteration 21Q: 3 clusters Score -1.184837e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91597 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -11848542.000000 Penalty: 3788.474365
	Iteration 22Q: 3 clusters Score -1.184854e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92603 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -11848759.000000 Penalty: 3788.474365
	Iteration 23Q: 3 clusters Score -1.184876e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93601 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -11848923.000000 Penalty: 3788.474365
	Iteration 24Q: 3 clusters Score -1.184892e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94534 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -11849103.000000 Penalty: 3788.474365
	Iteration 25Q: 3 clusters Score -1.18491e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95460 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -11849336.000000 Penalty: 3788.474365
	Iteration 26Q: 3 clusters Score -1.184934e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96381 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -11849439.000000 Penalty: 3788.474365
	Iteration 27Q: 3 clusters Score -1.184944e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97305 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -11849622.000000 Penalty: 3788.474365
	Iteration 28Q: 3 clusters Score -1.184962e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98191 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -11849852.000000 Penalty: 3788.474365
	Iteration 29Q: 3 clusters Score -1.184985e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99047 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -11850035.000000 Penalty: 3788.474365
	Iteration 30Q: 3 clusters Score -1.185004e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99886 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -11850192.000000 Penalty: 3788.474365
	Iteration 31Q: 3 clusters Score -1.185019e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100723 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -11850404.000000 Penalty: 3788.474365
	Iteration 32Q: 3 clusters Score -1.18504e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101546 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -11850623.000000 Penalty: 3788.474365
	Iteration 33Q: 3 clusters Score -1.185062e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102356 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -11850827.000000 Penalty: 3788.474365
	Iteration 34Q: 3 clusters Score -1.185083e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103142 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -11850959.000000 Penalty: 3788.474365
	Iteration 35Q: 3 clusters Score -1.185096e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103922 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -11851228.000000 Penalty: 3788.474365
	Iteration 36Q: 3 clusters Score -1.185123e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104710 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -11851464.000000 Penalty: 3788.474365
	Iteration 37Q: 3 clusters Score -1.185146e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105456 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -11851640.000000 Penalty: 3788.474365
	Iteration 38Q: 3 clusters Score -1.185164e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106167 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -11851815.000000 Penalty: 3788.474365
	Iteration 39Q: 3 clusters Score -1.185182e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106818 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -11852011.000000 Penalty: 3788.474365
	Iteration 40F: 3 clusters Score -1.185201e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107451 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -11852159.000000 Penalty: 3788.474365
	Iteration 41Q: 3 clusters Score -1.185216e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108024 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -11852303.000000 Penalty: 3788.474365
	Iteration 42Q: 3 clusters Score -1.18523e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108541 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -11852351.000000 Penalty: 3788.474365
	Iteration 43Q: 3 clusters Score -1.185235e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109012 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -11852469.000000 Penalty: 3788.474365
	Iteration 44Q: 3 clusters Score -1.185247e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109427 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -11852583.000000 Penalty: 3788.474365
	Iteration 45Q: 3 clusters Score -1.185258e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109810 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -11852681.000000 Penalty: 3788.474365
	Iteration 46Q: 3 clusters Score -1.185268e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110164 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -11852772.000000 Penalty: 3788.474365
	Iteration 47Q: 3 clusters Score -1.185277e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110468 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -11852861.000000 Penalty: 3788.474365
	Iteration 48Q: 3 clusters Score -1.185286e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110724 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -11852914.000000 Penalty: 3788.474365
	Iteration 49Q: 3 clusters Score -1.185291e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110962 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -11852952.000000 Penalty: 3788.474365
	Iteration 50Q: 3 clusters Score -1.185295e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111175 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -11852968.000000 Penalty: 3788.474365
	Iteration 51Q: 3 clusters Score -1.185297e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111381 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -11853039.000000 Penalty: 3788.474365
	Iteration 52Q: 3 clusters Score -1.185304e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111562 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -11853081.000000 Penalty: 3788.474365
	Iteration 53Q: 3 clusters Score -1.185308e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111708 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -11853111.000000 Penalty: 3788.474365
	Iteration 54Q: 3 clusters Score -1.185311e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111844 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -11853140.000000 Penalty: 3788.474365
	Iteration 55Q: 3 clusters Score -1.185314e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111964 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -11853180.000000 Penalty: 3788.474365
	Iteration 56Q: 3 clusters Score -1.185318e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112071 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -11853181.000000 Penalty: 3788.474365
	Iteration 57Q: 3 clusters Score -1.185318e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112167 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -11853179.000000 Penalty: 3788.474365
	Iteration 58Q: 3 clusters Score -1.185318e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112247 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -11853184.000000 Penalty: 3788.474365
	Iteration 59Q: 3 clusters Score -1.185318e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112317 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -11853181.000000 Penalty: 3788.474365
	Iteration 60F: 3 clusters Score -1.185318e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112372 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -11853206.000000 Penalty: 3788.474365
	Iteration 61Q: 3 clusters Score -1.185321e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112420 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -11853196.000000 Penalty: 3788.474365
	Iteration 62Q: 3 clusters Score -1.18532e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112468 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -11853207.000000 Penalty: 3788.474365
	Iteration 63Q: 3 clusters Score -1.185321e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112521 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -11853214.000000 Penalty: 3788.474365
	Iteration 64Q: 3 clusters Score -1.185321e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112568 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -11853216.000000 Penalty: 3788.474365
	Iteration 65Q: 3 clusters Score -1.185322e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112612 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -11853229.000000 Penalty: 3788.474365
	Iteration 66Q: 3 clusters Score -1.185323e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112655 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -11853237.000000 Penalty: 3788.474365
	Iteration 67Q: 3 clusters Score -1.185324e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112694 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -11853235.000000 Penalty: 3788.474365
	Iteration 68Q: 3 clusters Score -1.185324e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112725 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -11853231.000000 Penalty: 3788.474365
	Iteration 69Q: 3 clusters Score -1.185323e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112751 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -11853231.000000 Penalty: 3788.474365
	Iteration 70Q: 3 clusters Score -1.185323e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112777 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -11853243.000000 Penalty: 3788.474365
	Iteration 71Q: 3 clusters Score -1.185324e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112799 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -11853251.000000 Penalty: 3788.474365
	Iteration 72Q: 3 clusters Score -1.185325e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112815 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -11853251.000000 Penalty: 3788.474365
	Iteration 73Q: 3 clusters Score -1.185325e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112832 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -11853250.000000 Penalty: 3788.474365
	Iteration 74Q: 3 clusters Score -1.185325e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112854 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -11853254.000000 Penalty: 3788.474365
	Iteration 75Q: 3 clusters Score -1.185325e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112880 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -11853261.000000 Penalty: 3788.474365
	Iteration 76Q: 3 clusters Score -1.185326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112896 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -11853258.000000 Penalty: 3788.474365
	Iteration 77Q: 3 clusters Score -1.185326e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112916 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -11853265.000000 Penalty: 3788.474365
	Iteration 78Q: 3 clusters Score -1.185326e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112931 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -11853256.000000 Penalty: 3788.474365
	Iteration 79Q: 3 clusters Score -1.185326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112947 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -11853247.000000 Penalty: 3788.474365
	Iteration 80F: 3 clusters Score -1.185325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112960 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -11853250.000000 Penalty: 3788.474365
	Iteration 81Q: 3 clusters Score -1.185325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112971 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -11853259.000000 Penalty: 3788.474365
	Iteration 82Q: 3 clusters Score -1.185326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112987 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -11853273.000000 Penalty: 3788.474365
	Iteration 83Q: 3 clusters Score -1.185327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113003 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -11853280.000000 Penalty: 3788.474365
	Iteration 84Q: 3 clusters Score -1.185328e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113022 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -11853293.000000 Penalty: 3788.474365
	Iteration 85Q: 3 clusters Score -1.185329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113040 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -11853289.000000 Penalty: 3788.474365
	Iteration 86Q: 3 clusters Score -1.185329e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113056 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -11853287.000000 Penalty: 3788.474365
	Iteration 87Q: 3 clusters Score -1.185329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113074 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -11853285.000000 Penalty: 3788.474365
	Iteration 88Q: 3 clusters Score -1.185328e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113086 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -11853287.000000 Penalty: 3788.474365
	Iteration 89Q: 3 clusters Score -1.185329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113097 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -11853300.000000 Penalty: 3788.474365
	Iteration 90Q: 3 clusters Score -1.18533e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113113 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -11853295.000000 Penalty: 3788.474365
	Iteration 91Q: 3 clusters Score -1.18533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113122 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -11853291.000000 Penalty: 3788.474365
	Iteration 92Q: 3 clusters Score -1.185329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113133 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -11853284.000000 Penalty: 3788.474365
	Iteration 93Q: 3 clusters Score -1.185328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113141 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -11853296.000000 Penalty: 3788.474365
	Iteration 94Q: 3 clusters Score -1.18533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113145 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -11853299.000000 Penalty: 3788.474365
	Iteration 95Q: 3 clusters Score -1.18533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113151 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -11853292.000000 Penalty: 3788.474365
	Iteration 96Q: 3 clusters Score -1.185329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113155 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -11853295.000000 Penalty: 3788.474365
	Iteration 97Q: 3 clusters Score -1.18533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113162 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -11853293.000000 Penalty: 3788.474365
	Iteration 98Q: 3 clusters Score -1.185329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113166 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -11853283.000000 Penalty: 3788.474365
	Iteration 99Q: 3 clusters Score -1.185328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113170 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -11853279.000000 Penalty: 3788.474365
	Iteration 100F: 3 clusters Score -1.185328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113172 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -11853281.000000 Penalty: 3788.474365
	Iteration 101Q: 3 clusters Score -1.185328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113173 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -11853284.000000 Penalty: 3788.474365
	Iteration 102Q: 3 clusters Score -1.185328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113173 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -11853284.000000 Penalty: 3788.474365
	Iteration 103F: 3 clusters Score -1.185328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Entering Unmasked Estep 
Score: -1521921.500000 Penalty: 1564.120972
	Iteration 0F: 2 clusters Score -1521922 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 7557 members 
Entering Unmasked Estep 
Score: -1511410.125000 Penalty: 3128.241943
	Iteration 0F: 3 clusters Score -1511410 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1515020.125000 Penalty: 3128.241943
	Iteration 1F: 3 clusters Score -1515020 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1515302.875000 Penalty: 3128.241943
	Iteration 2F: 3 clusters Score -1515303 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1515544.000000 Penalty: 3128.241943
	Iteration 3Q: 3 clusters Score -1515544 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1515765.000000 Penalty: 3128.241943
	Iteration 4Q: 3 clusters Score -1515765 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1516010.500000 Penalty: 3128.241943
	Iteration 5Q: 3 clusters Score -1516010 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1516325.625000 Penalty: 3128.241943
	Iteration 6Q: 3 clusters Score -1516326 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1516744.375000 Penalty: 3128.241943
	Iteration 7F: 3 clusters Score -1516744 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1517272.250000 Penalty: 3128.241943
	Iteration 8F: 3 clusters Score -1517272 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1517910.875000 Penalty: 3128.241943
	Iteration 9F: 3 clusters Score -1517911 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1518610.250000 Penalty: 3128.241943
	Iteration 10F: 3 clusters Score -1518610 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1519303.500000 Penalty: 3128.241943
	Iteration 11F: 3 clusters Score -1519304 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1519864.625000 Penalty: 3128.241943
	Iteration 12Q: 3 clusters Score -1519865 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1520174.875000 Penalty: 3128.241943
	Iteration 13Q: 3 clusters Score -1520175 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1520347.500000 Penalty: 3128.241943
	Iteration 14Q: 3 clusters Score -1520348 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1520435.750000 Penalty: 3128.241943
	Iteration 15Q: 3 clusters Score -1520436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1520489.000000 Penalty: 3128.241943
	Iteration 16Q: 3 clusters Score -1520489 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1520535.375000 Penalty: 3128.241943
	Iteration 17Q: 3 clusters Score -1520535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1520571.375000 Penalty: 3128.241943
	Iteration 18Q: 3 clusters Score -1520571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1520592.125000 Penalty: 3128.241943
	Iteration 19Q: 3 clusters Score -1520592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1520608.125000 Penalty: 3128.241943
	Iteration 20F: 3 clusters Score -1520608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1520611.125000 Penalty: 3128.241943
	Iteration 21Q: 3 clusters Score -1520611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1520619.125000 Penalty: 3128.241943
	Iteration 22Q: 3 clusters Score -1520619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1520621.375000 Penalty: 3128.241943
	Iteration 23Q: 3 clusters Score -1520621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1520624.375000 Penalty: 3128.241943
	Iteration 24Q: 3 clusters Score -1520624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1520624.375000 Penalty: 3128.241943
	Iteration 25F: 3 clusters Score -1520624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Entering Unmasked Estep 
Score: -2188438.500000 Penalty: 1628.665649
	Iteration 0F: 2 clusters Score -2188438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2173064.250000 Penalty: 3257.331299
	Iteration 0F: 3 clusters Score -2173064 nChanged 10273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2178634.500000 Penalty: 3257.331299
	Iteration 1F: 3 clusters Score -2178634 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2178907.500000 Penalty: 3257.331299
	Iteration 2Q: 3 clusters Score -2178908 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2179144.000000 Penalty: 3257.331299
	Iteration 3Q: 3 clusters Score -2179144 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2179372.250000 Penalty: 3257.331299
	Iteration 4Q: 3 clusters Score -2179372 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2179630.000000 Penalty: 3257.331299
	Iteration 5Q: 3 clusters Score -2179630 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2179913.250000 Penalty: 3257.331299
	Iteration 6Q: 3 clusters Score -2179913 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2180263.000000 Penalty: 3257.331299
	Iteration 7Q: 3 clusters Score -2180263 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2180682.750000 Penalty: 3257.331299
	Iteration 8Q: 3 clusters Score -2180683 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2181158.750000 Penalty: 3257.331299
	Iteration 9Q: 3 clusters Score -2181159 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2181723.000000 Penalty: 3257.331299
	Iteration 10F: 3 clusters Score -2181723 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2182348.750000 Penalty: 3257.331299
	Iteration 11F: 3 clusters Score -2182349 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2183019.750000 Penalty: 3257.331299
	Iteration 12Q: 3 clusters Score -2183020 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2183744.750000 Penalty: 3257.331299
	Iteration 13Q: 3 clusters Score -2183745 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2184500.750000 Penalty: 3257.331299
	Iteration 14Q: 3 clusters Score -2184501 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2185338.250000 Penalty: 3257.331299
	Iteration 15Q: 3 clusters Score -2185338 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2186164.750000 Penalty: 3257.331299
	Iteration 16Q: 3 clusters Score -2186165 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2186575.000000 Penalty: 3257.331299
	Iteration 17Q: 3 clusters Score -2186575 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2186754.500000 Penalty: 3257.331299
	Iteration 18Q: 3 clusters Score -2186754 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2186877.000000 Penalty: 3257.331299
	Iteration 19Q: 3 clusters Score -2186877 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2186957.750000 Penalty: 3257.331299
	Iteration 20F: 3 clusters Score -2186958 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2187027.250000 Penalty: 3257.331299
	Iteration 21Q: 3 clusters Score -2187027 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2187073.500000 Penalty: 3257.331299
	Iteration 22Q: 3 clusters Score -2187074 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2187115.250000 Penalty: 3257.331299
	Iteration 23Q: 3 clusters Score -2187115 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2187143.750000 Penalty: 3257.331299
	Iteration 24Q: 3 clusters Score -2187144 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2187168.500000 Penalty: 3257.331299
	Iteration 25Q: 3 clusters Score -2187168 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2187183.000000 Penalty: 3257.331299
	Iteration 26Q: 3 clusters Score -2187183 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2187194.000000 Penalty: 3257.331299
	Iteration 27Q: 3 clusters Score -2187194 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2187211.000000 Penalty: 3257.331299
	Iteration 28Q: 3 clusters Score -2187211 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2187225.000000 Penalty: 3257.331299
	Iteration 29Q: 3 clusters Score -2187225 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2187235.250000 Penalty: 3257.331299
	Iteration 30Q: 3 clusters Score -2187235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2187244.750000 Penalty: 3257.331299
	Iteration 31Q: 3 clusters Score -2187245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2187243.500000 Penalty: 3257.331299
	Iteration 32Q: 3 clusters Score -2187244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2187248.000000 Penalty: 3257.331299
	Iteration 33Q: 3 clusters Score -2187248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2187249.000000 Penalty: 3257.331299
	Iteration 34Q: 3 clusters Score -2187249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2187250.750000 Penalty: 3257.331299
	Iteration 35Q: 3 clusters Score -2187251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2187251.750000 Penalty: 3257.331299
	Iteration 36Q: 3 clusters Score -2187252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2187251.250000 Penalty: 3257.331299
	Iteration 37Q: 3 clusters Score -2187251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2187252.500000 Penalty: 3257.331299
	Iteration 38Q: 3 clusters Score -2187252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2187255.250000 Penalty: 3257.331299
	Iteration 39Q: 3 clusters Score -2187255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2187254.000000 Penalty: 3257.331299
	Iteration 40F: 3 clusters Score -2187254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2187258.000000 Penalty: 3257.331299
	Iteration 41Q: 3 clusters Score -2187258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2187254.250000 Penalty: 3257.331299
	Iteration 42Q: 3 clusters Score -2187254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2187256.500000 Penalty: 3257.331299
	Iteration 43Q: 3 clusters Score -2187256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2187258.250000 Penalty: 3257.331299
	Iteration 44Q: 3 clusters Score -2187258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2187260.750000 Penalty: 3257.331299
	Iteration 45Q: 3 clusters Score -2187261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2187263.500000 Penalty: 3257.331299
	Iteration 46Q: 3 clusters Score -2187264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2187269.000000 Penalty: 3257.331299
	Iteration 47Q: 3 clusters Score -2187269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2187270.250000 Penalty: 3257.331299
	Iteration 48Q: 3 clusters Score -2187270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2187273.500000 Penalty: 3257.331299
	Iteration 49Q: 3 clusters Score -2187274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2187273.750000 Penalty: 3257.331299
	Iteration 50Q: 3 clusters Score -2187274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2187279.000000 Penalty: 3257.331299
	Iteration 51Q: 3 clusters Score -2187279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2187277.250000 Penalty: 3257.331299
	Iteration 52Q: 3 clusters Score -2187277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2187276.250000 Penalty: 3257.331299
	Iteration 53Q: 3 clusters Score -2187276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2187283.250000 Penalty: 3257.331299
	Iteration 54Q: 3 clusters Score -2187283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2187285.000000 Penalty: 3257.331299
	Iteration 55Q: 3 clusters Score -2187285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2187284.500000 Penalty: 3257.331299
	Iteration 56Q: 3 clusters Score -2187284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2187284.500000 Penalty: 3257.331299
	Iteration 57F: 3 clusters Score -2187284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (53242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Entering Unmasked Estep 
Score: -5425130.500000 Penalty: 1768.422974
	Iteration 0F: 2 clusters Score -5425130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -5389600.500000 Penalty: 3536.845947
	Iteration 0F: 3 clusters Score -5389600 nChanged 25036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -5403671.500000 Penalty: 3536.845947
	Iteration 1F: 3 clusters Score -5403672 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -5404196.500000 Penalty: 3536.845947
	Iteration 2Q: 3 clusters Score -5404196 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -5404802.500000 Penalty: 3536.845947
	Iteration 3Q: 3 clusters Score -5404802 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -5405634.500000 Penalty: 3536.845947
	Iteration 4Q: 3 clusters Score -5405634 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -5406724.500000 Penalty: 3536.845947
	Iteration 5Q: 3 clusters Score -5406724 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -5408204.500000 Penalty: 3536.845947
	Iteration 6F: 3 clusters Score -5408204 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -5410195.000000 Penalty: 3536.845947
	Iteration 7F: 3 clusters Score -5410195 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -5412676.500000 Penalty: 3536.845947
	Iteration 8F: 3 clusters Score -5412676 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -5415176.000000 Penalty: 3536.845947
	Iteration 9F: 3 clusters Score -5415176 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -5416939.000000 Penalty: 3536.845947
	Iteration 10F: 3 clusters Score -5416939 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -5417793.500000 Penalty: 3536.845947
	Iteration 11Q: 3 clusters Score -5417794 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -5418183.500000 Penalty: 3536.845947
	Iteration 12Q: 3 clusters Score -5418184 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -5418476.000000 Penalty: 3536.845947
	Iteration 13Q: 3 clusters Score -5418476 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -5418733.000000 Penalty: 3536.845947
	Iteration 14Q: 3 clusters Score -5418733 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -5419045.000000 Penalty: 3536.845947
	Iteration 15Q: 3 clusters Score -5419045 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -5419284.000000 Penalty: 3536.845947
	Iteration 16Q: 3 clusters Score -5419284 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -5419502.500000 Penalty: 3536.845947
	Iteration 17Q: 3 clusters Score -5419502 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -5419709.000000 Penalty: 3536.845947
	Iteration 18Q: 3 clusters Score -5419709 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -5419895.000000 Penalty: 3536.845947
	Iteration 19Q: 3 clusters Score -5419895 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -5420068.000000 Penalty: 3536.845947
	Iteration 20F: 3 clusters Score -5420068 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -5420249.000000 Penalty: 3536.845947
	Iteration 21Q: 3 clusters Score -5420249 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -5420455.000000 Penalty: 3536.845947
	Iteration 22Q: 3 clusters Score -5420455 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -5420620.500000 Penalty: 3536.845947
	Iteration 23Q: 3 clusters Score -5420620 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -5420791.000000 Penalty: 3536.845947
	Iteration 24Q: 3 clusters Score -5420791 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -5420964.000000 Penalty: 3536.845947
	Iteration 25Q: 3 clusters Score -5420964 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -5421138.000000 Penalty: 3536.845947
	Iteration 26Q: 3 clusters Score -5421138 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -5421310.500000 Penalty: 3536.845947
	Iteration 27Q: 3 clusters Score -5421310 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -5421481.500000 Penalty: 3536.845947
	Iteration 28Q: 3 clusters Score -5421482 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -5421651.000000 Penalty: 3536.845947
	Iteration 29Q: 3 clusters Score -5421651 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -5421808.000000 Penalty: 3536.845947
	Iteration 30Q: 3 clusters Score -5421808 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -5421952.000000 Penalty: 3536.845947
	Iteration 31Q: 3 clusters Score -5421952 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -5422117.000000 Penalty: 3536.845947
	Iteration 32Q: 3 clusters Score -5422117 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -5422243.500000 Penalty: 3536.845947
	Iteration 33Q: 3 clusters Score -5422244 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -5422374.000000 Penalty: 3536.845947
	Iteration 34Q: 3 clusters Score -5422374 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -5422504.500000 Penalty: 3536.845947
	Iteration 35Q: 3 clusters Score -5422504 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -5422644.000000 Penalty: 3536.845947
	Iteration 36Q: 3 clusters Score -5422644 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -5422775.000000 Penalty: 3536.845947
	Iteration 37Q: 3 clusters Score -5422775 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -5422904.000000 Penalty: 3536.845947
	Iteration 38Q: 3 clusters Score -5422904 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -5422991.500000 Penalty: 3536.845947
	Iteration 39Q: 3 clusters Score -5422992 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -5423128.500000 Penalty: 3536.845947
	Iteration 40F: 3 clusters Score -5423128 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -5423242.000000 Penalty: 3536.845947
	Iteration 41Q: 3 clusters Score -5423242 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -5423322.000000 Penalty: 3536.845947
	Iteration 42Q: 3 clusters Score -5423322 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -5423448.500000 Penalty: 3536.845947
	Iteration 43Q: 3 clusters Score -5423448 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -5423550.000000 Penalty: 3536.845947
	Iteration 44Q: 3 clusters Score -5423550 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -5423625.000000 Penalty: 3536.845947
	Iteration 45Q: 3 clusters Score -5423625 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -5423684.000000 Penalty: 3536.845947
	Iteration 46Q: 3 clusters Score -5423684 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -5423744.500000 Penalty: 3536.845947
	Iteration 47Q: 3 clusters Score -5423744 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -5423778.500000 Penalty: 3536.845947
	Iteration 48Q: 3 clusters Score -5423778 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -5423824.500000 Penalty: 3536.845947
	Iteration 49Q: 3 clusters Score -5423824 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5423837.500000 Penalty: 3536.845947
	Iteration 50Q: 3 clusters Score -5423838 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -5423881.000000 Penalty: 3536.845947
	Iteration 51Q: 3 clusters Score -5423881 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5423936.000000 Penalty: 3536.845947
	Iteration 52Q: 3 clusters Score -5423936 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5423961.500000 Penalty: 3536.845947
	Iteration 53Q: 3 clusters Score -5423962 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5423989.000000 Penalty: 3536.845947
	Iteration 54Q: 3 clusters Score -5423989 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5424002.000000 Penalty: 3536.845947
	Iteration 55Q: 3 clusters Score -5424002 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5424027.000000 Penalty: 3536.845947
	Iteration 56Q: 3 clusters Score -5424027 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5424035.000000 Penalty: 3536.845947
	Iteration 57Q: 3 clusters Score -5424035 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51476 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5424066.000000 Penalty: 3536.845947
	Iteration 58Q: 3 clusters Score -5424066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5424073.500000 Penalty: 3536.845947
	Iteration 59Q: 3 clusters Score -5424074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5424069.500000 Penalty: 3536.845947
	Iteration 60F: 3 clusters Score -5424070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5424085.000000 Penalty: 3536.845947
	Iteration 61Q: 3 clusters Score -5424085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5424091.000000 Penalty: 3536.845947
	Iteration 62Q: 3 clusters Score -5424091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5424095.500000 Penalty: 3536.845947
	Iteration 63Q: 3 clusters Score -5424096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5424102.500000 Penalty: 3536.845947
	Iteration 64Q: 3 clusters Score -5424102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51659 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5424101.000000 Penalty: 3536.845947
	Iteration 65Q: 3 clusters Score -5424101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5424111.500000 Penalty: 3536.845947
	Iteration 66Q: 3 clusters Score -5424112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5424111.500000 Penalty: 3536.845947
	Iteration 67Q: 3 clusters Score -5424112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5424118.500000 Penalty: 3536.845947
	Iteration 68Q: 3 clusters Score -5424118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51715 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5424120.500000 Penalty: 3536.845947
	Iteration 69Q: 3 clusters Score -5424120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5424118.000000 Penalty: 3536.845947
	Iteration 70Q: 3 clusters Score -5424118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5424121.000000 Penalty: 3536.845947
	Iteration 71Q: 3 clusters Score -5424121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5424122.000000 Penalty: 3536.845947
	Iteration 72Q: 3 clusters Score -5424122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5424115.500000 Penalty: 3536.845947
	Iteration 73Q: 3 clusters Score -5424116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5424117.500000 Penalty: 3536.845947
	Iteration 74Q: 3 clusters Score -5424118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5424119.000000 Penalty: 3536.845947
	Iteration 75Q: 3 clusters Score -5424119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5424118.500000 Penalty: 3536.845947
	Iteration 76Q: 3 clusters Score -5424118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5424118.500000 Penalty: 3536.845947
	Iteration 77F: 3 clusters Score -5424118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Entering Unmasked Estep 
Score: -2345010.000000 Penalty: 1633.560913
	Iteration 0F: 2 clusters Score -2345010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2329276.000000 Penalty: 3267.121826
	Iteration 0F: 3 clusters Score -2329276 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2335050.750000 Penalty: 3267.121826
	Iteration 1F: 3 clusters Score -2335051 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2335539.000000 Penalty: 3267.121826
	Iteration 2F: 3 clusters Score -2335539 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2336000.500000 Penalty: 3267.121826
	Iteration 3Q: 3 clusters Score -2336000 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2336468.250000 Penalty: 3267.121826
	Iteration 4Q: 3 clusters Score -2336468 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2336989.500000 Penalty: 3267.121826
	Iteration 5Q: 3 clusters Score -2336990 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2337596.500000 Penalty: 3267.121826
	Iteration 6Q: 3 clusters Score -2337596 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2338253.000000 Penalty: 3267.121826
	Iteration 7Q: 3 clusters Score -2338253 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2338962.000000 Penalty: 3267.121826
	Iteration 8F: 3 clusters Score -2338962 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2339625.250000 Penalty: 3267.121826
	Iteration 9Q: 3 clusters Score -2339625 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2340153.750000 Penalty: 3267.121826
	Iteration 10Q: 3 clusters Score -2340154 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2340502.750000 Penalty: 3267.121826
	Iteration 11Q: 3 clusters Score -2340503 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2340777.000000 Penalty: 3267.121826
	Iteration 12Q: 3 clusters Score -2340777 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2341025.500000 Penalty: 3267.121826
	Iteration 13Q: 3 clusters Score -2341026 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2341287.500000 Penalty: 3267.121826
	Iteration 14Q: 3 clusters Score -2341288 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2341575.750000 Penalty: 3267.121826
	Iteration 15Q: 3 clusters Score -2341576 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2341887.500000 Penalty: 3267.121826
	Iteration 16Q: 3 clusters Score -2341888 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2342204.500000 Penalty: 3267.121826
	Iteration 17Q: 3 clusters Score -2342204 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2342544.500000 Penalty: 3267.121826
	Iteration 18Q: 3 clusters Score -2342544 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2342887.000000 Penalty: 3267.121826
	Iteration 19Q: 3 clusters Score -2342887 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2343175.250000 Penalty: 3267.121826
	Iteration 20F: 3 clusters Score -2343175 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2343395.000000 Penalty: 3267.121826
	Iteration 21Q: 3 clusters Score -2343395 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2343560.750000 Penalty: 3267.121826
	Iteration 22Q: 3 clusters Score -2343561 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2343653.500000 Penalty: 3267.121826
	Iteration 23Q: 3 clusters Score -2343654 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2343720.250000 Penalty: 3267.121826
	Iteration 24Q: 3 clusters Score -2343720 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2343788.250000 Penalty: 3267.121826
	Iteration 25Q: 3 clusters Score -2343788 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2343838.250000 Penalty: 3267.121826
	Iteration 26Q: 3 clusters Score -2343838 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2343869.500000 Penalty: 3267.121826
	Iteration 27Q: 3 clusters Score -2343870 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2343890.000000 Penalty: 3267.121826
	Iteration 28Q: 3 clusters Score -2343890 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2343905.000000 Penalty: 3267.121826
	Iteration 29Q: 3 clusters Score -2343905 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2343916.250000 Penalty: 3267.121826
	Iteration 30Q: 3 clusters Score -2343916 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2343928.750000 Penalty: 3267.121826
	Iteration 31Q: 3 clusters Score -2343929 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2343939.000000 Penalty: 3267.121826
	Iteration 32Q: 3 clusters Score -2343939 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2343935.250000 Penalty: 3267.121826
	Iteration 33Q: 3 clusters Score -2343935 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2343943.000000 Penalty: 3267.121826
	Iteration 34Q: 3 clusters Score -2343943 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2343945.000000 Penalty: 3267.121826
	Iteration 35Q: 3 clusters Score -2343945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2343952.250000 Penalty: 3267.121826
	Iteration 36Q: 3 clusters Score -2343952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2343956.500000 Penalty: 3267.121826
	Iteration 37Q: 3 clusters Score -2343956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2343963.000000 Penalty: 3267.121826
	Iteration 38Q: 3 clusters Score -2343963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2343963.000000 Penalty: 3267.121826
	Iteration 39Q: 3 clusters Score -2343963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2343966.500000 Penalty: 3267.121826
	Iteration 40F: 3 clusters Score -2343966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2343965.500000 Penalty: 3267.121826
	Iteration 41Q: 3 clusters Score -2343966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2343971.500000 Penalty: 3267.121826
	Iteration 42Q: 3 clusters Score -2343972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2343967.500000 Penalty: 3267.121826
	Iteration 43Q: 3 clusters Score -2343968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2343971.000000 Penalty: 3267.121826
	Iteration 44Q: 3 clusters Score -2343971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2343972.250000 Penalty: 3267.121826
	Iteration 45Q: 3 clusters Score -2343972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2343976.250000 Penalty: 3267.121826
	Iteration 46Q: 3 clusters Score -2343976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2343973.750000 Penalty: 3267.121826
	Iteration 47Q: 3 clusters Score -2343974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2343975.000000 Penalty: 3267.121826
	Iteration 48Q: 3 clusters Score -2343975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2343973.500000 Penalty: 3267.121826
	Iteration 49Q: 3 clusters Score -2343974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2343972.000000 Penalty: 3267.121826
	Iteration 50Q: 3 clusters Score -2343972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2343974.000000 Penalty: 3267.121826
	Iteration 51Q: 3 clusters Score -2343974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2343974.000000 Penalty: 3267.121826
	Iteration 52Q: 3 clusters Score -2343974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2343973.500000 Penalty: 3267.121826
	Iteration 53Q: 3 clusters Score -2343974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2343970.250000 Penalty: 3267.121826
	Iteration 54Q: 3 clusters Score -2343970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2343975.500000 Penalty: 3267.121826
	Iteration 55Q: 3 clusters Score -2343976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2343973.750000 Penalty: 3267.121826
	Iteration 56Q: 3 clusters Score -2343974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2343976.000000 Penalty: 3267.121826
	Iteration 57Q: 3 clusters Score -2343976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2343979.000000 Penalty: 3267.121826
	Iteration 58Q: 3 clusters Score -2343979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2343981.000000 Penalty: 3267.121826
	Iteration 59Q: 3 clusters Score -2343981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2343981.000000 Penalty: 3267.121826
	Iteration 60F: 3 clusters Score -2343981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2343984.000000 Penalty: 3267.121826
	Iteration 61Q: 3 clusters Score -2343984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2343985.000000 Penalty: 3267.121826
	Iteration 62Q: 3 clusters Score -2343985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2343985.500000 Penalty: 3267.121826
	Iteration 63Q: 3 clusters Score -2343986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2343984.250000 Penalty: 3267.121826
	Iteration 64Q: 3 clusters Score -2343984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2343984.250000 Penalty: 3267.121826
	Iteration 65F: 3 clusters Score -2343984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (157626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157626 members 
Entering Unmasked Estep 
Score: -16031659.000000 Penalty: 1944.796753
	Iteration 0F: 2 clusters Score -1.603166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78722 members 
Mstep: Class 2 contains 78904 members 
Entering Unmasked Estep 
Score: -15927275.000000 Penalty: 3889.593506
	Iteration 0F: 3 clusters Score -1.592728e+07 nChanged 75955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75459 members 
Mstep: Class 2 contains 82167 members 
Entering Unmasked Estep 
Score: -15972065.000000 Penalty: 3889.593506
	Iteration 1F: 3 clusters Score -1.597206e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73656 members 
Mstep: Class 2 contains 83970 members 
Entering Unmasked Estep 
Score: -15973096.000000 Penalty: 3889.593506
	Iteration 2Q: 3 clusters Score -1.59731e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70886 members 
Mstep: Class 2 contains 86740 members 
Entering Unmasked Estep 
Score: -15974560.000000 Penalty: 3889.593506
	Iteration 3Q: 3 clusters Score -1.597456e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66837 members 
Mstep: Class 2 contains 90789 members 
Entering Unmasked Estep 
Score: -15976638.000000 Penalty: 3889.593506
	Iteration 4Q: 3 clusters Score -1.597664e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 96395 members 
Entering Unmasked Estep 
Score: -15980242.000000 Penalty: 3889.593506
	Iteration 5Q: 3 clusters Score -1.598024e+07 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Mstep: Class 2 contains 103685 members 
Entering Unmasked Estep 
Score: -15985646.000000 Penalty: 3889.593506
	Iteration 6F: 3 clusters Score -1.598565e+07 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 112117 members 
Entering Unmasked Estep 
Score: -15993270.000000 Penalty: 3889.593506
	Iteration 7F: 3 clusters Score -1.599327e+07 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 120567 members 
Entering Unmasked Estep 
Score: -16001946.000000 Penalty: 3889.593506
	Iteration 8F: 3 clusters Score -1.600195e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 127410 members 
Entering Unmasked Estep 
Score: -16009538.000000 Penalty: 3889.593506
	Iteration 9F: 3 clusters Score -1.600954e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 132280 members 
Entering Unmasked Estep 
Score: -16014196.000000 Penalty: 3889.593506
	Iteration 10Q: 3 clusters Score -1.60142e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 136052 members 
Entering Unmasked Estep 
Score: -16016984.000000 Penalty: 3889.593506
	Iteration 11Q: 3 clusters Score -1.601698e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 139343 members 
Entering Unmasked Estep 
Score: -16019017.000000 Penalty: 3889.593506
	Iteration 12Q: 3 clusters Score -1.601902e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 142330 members 
Entering Unmasked Estep 
Score: -16020704.000000 Penalty: 3889.593506
	Iteration 13Q: 3 clusters Score -1.60207e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 145037 members 
Entering Unmasked Estep 
Score: -16022409.000000 Penalty: 3889.593506
	Iteration 14Q: 3 clusters Score -1.602241e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 147520 members 
Entering Unmasked Estep 
Score: -16023899.000000 Penalty: 3889.593506
	Iteration 15Q: 3 clusters Score -1.60239e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 149675 members 
Entering Unmasked Estep 
Score: -16025190.000000 Penalty: 3889.593506
	Iteration 16Q: 3 clusters Score -1.602519e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 151499 members 
Entering Unmasked Estep 
Score: -16026340.000000 Penalty: 3889.593506
	Iteration 17Q: 3 clusters Score -1.602634e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 153022 members 
Entering Unmasked Estep 
Score: -16027328.000000 Penalty: 3889.593506
	Iteration 18Q: 3 clusters Score -1.602733e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 154228 members 
Entering Unmasked Estep 
Score: -16028097.000000 Penalty: 3889.593506
	Iteration 19Q: 3 clusters Score -1.60281e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 155156 members 
Entering Unmasked Estep 
Score: -16028672.000000 Penalty: 3889.593506
	Iteration 20F: 3 clusters Score -1.602867e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 155824 members 
Entering Unmasked Estep 
Score: -16029078.000000 Penalty: 3889.593506
	Iteration 21Q: 3 clusters Score -1.602908e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 156256 members 
Entering Unmasked Estep 
Score: -16029332.000000 Penalty: 3889.593506
	Iteration 22Q: 3 clusters Score -1.602933e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 156532 members 
Entering Unmasked Estep 
Score: -16029532.000000 Penalty: 3889.593506
	Iteration 23Q: 3 clusters Score -1.602953e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 156712 members 
Entering Unmasked Estep 
Score: -16029633.000000 Penalty: 3889.593506
	Iteration 24Q: 3 clusters Score -1.602963e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 156840 members 
Entering Unmasked Estep 
Score: -16029726.000000 Penalty: 3889.593506
	Iteration 25Q: 3 clusters Score -1.602973e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 156935 members 
Entering Unmasked Estep 
Score: -16029807.000000 Penalty: 3889.593506
	Iteration 26Q: 3 clusters Score -1.602981e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 157007 members 
Entering Unmasked Estep 
Score: -16029852.000000 Penalty: 3889.593506
	Iteration 27Q: 3 clusters Score -1.602985e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 157047 members 
Entering Unmasked Estep 
Score: -16029884.000000 Penalty: 3889.593506
	Iteration 28Q: 3 clusters Score -1.602988e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 157077 members 
Entering Unmasked Estep 
Score: -16029917.000000 Penalty: 3889.593506
	Iteration 29Q: 3 clusters Score -1.602992e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 157095 members 
Entering Unmasked Estep 
Score: -16029938.000000 Penalty: 3889.593506
	Iteration 30Q: 3 clusters Score -1.602994e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 157112 members 
Entering Unmasked Estep 
Score: -16029951.000000 Penalty: 3889.593506
	Iteration 31Q: 3 clusters Score -1.602995e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 157132 members 
Entering Unmasked Estep 
Score: -16029966.000000 Penalty: 3889.593506
	Iteration 32Q: 3 clusters Score -1.602997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 157143 members 
Entering Unmasked Estep 
Score: -16029970.000000 Penalty: 3889.593506
	Iteration 33Q: 3 clusters Score -1.602997e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 157154 members 
Entering Unmasked Estep 
Score: -16029982.000000 Penalty: 3889.593506
	Iteration 34Q: 3 clusters Score -1.602998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 157161 members 
Entering Unmasked Estep 
Score: -16029983.000000 Penalty: 3889.593506
	Iteration 35Q: 3 clusters Score -1.602998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 157168 members 
Entering Unmasked Estep 
Score: -16029985.000000 Penalty: 3889.593506
	Iteration 36Q: 3 clusters Score -1.602998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 157172 members 
Entering Unmasked Estep 
Score: -16030003.000000 Penalty: 3889.593506
	Iteration 37Q: 3 clusters Score -1.603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 157180 members 
Entering Unmasked Estep 
Score: -16030002.000000 Penalty: 3889.593506
	Iteration 38Q: 3 clusters Score -1.603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 157182 members 
Entering Unmasked Estep 
Score: -16029995.000000 Penalty: 3889.593506
	Iteration 39Q: 3 clusters Score -1.603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 157187 members 
Entering Unmasked Estep 
Score: -16029996.000000 Penalty: 3889.593506
	Iteration 40F: 3 clusters Score -1.603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 157194 members 
Entering Unmasked Estep 
Score: -16030005.000000 Penalty: 3889.593506
	Iteration 41Q: 3 clusters Score -1.603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 157204 members 
Entering Unmasked Estep 
Score: -16030010.000000 Penalty: 3889.593506
	Iteration 42Q: 3 clusters Score -1.603001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 157213 members 
Entering Unmasked Estep 
Score: -16030024.000000 Penalty: 3889.593506
	Iteration 43Q: 3 clusters Score -1.603002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 157214 members 
Entering Unmasked Estep 
Score: -16030022.000000 Penalty: 3889.593506
	Iteration 44Q: 3 clusters Score -1.603002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 157214 members 
Entering Unmasked Estep 
Score: -16030031.000000 Penalty: 3889.593506
	Iteration 45Q: 3 clusters Score -1.603003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 157215 members 
Entering Unmasked Estep 
Score: -16030035.000000 Penalty: 3889.593506
	Iteration 46Q: 3 clusters Score -1.603004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 157216 members 
Entering Unmasked Estep 
Score: -16030035.000000 Penalty: 3889.593506
	Iteration 47Q: 3 clusters Score -1.603004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 157217 members 
Entering Unmasked Estep 
Score: -16030035.000000 Penalty: 3889.593506
	Iteration 48Q: 3 clusters Score -1.603004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 157216 members 
Entering Unmasked Estep 
Score: -16030033.000000 Penalty: 3889.593506
	Iteration 49Q: 3 clusters Score -1.603003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 157216 members 
Entering Unmasked Estep 
Score: -16030032.000000 Penalty: 3889.593506
	Iteration 50Q: 3 clusters Score -1.603003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 157217 members 
Entering Unmasked Estep 
Score: -16030034.000000 Penalty: 3889.593506
	Iteration 51Q: 3 clusters Score -1.603003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 157218 members 
Entering Unmasked Estep 
Score: -16030036.000000 Penalty: 3889.593506
	Iteration 52Q: 3 clusters Score -1.603004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 157218 members 
Entering Unmasked Estep 
Score: -16030036.000000 Penalty: 3889.593506
	Iteration 53F: 3 clusters Score -1.603004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Entering Unmasked Estep 
Score: -664488.250000 Penalty: 1427.550659
	Iteration 0F: 2 clusters Score -664488.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -659518.062500 Penalty: 2855.101318
	Iteration 0F: 3 clusters Score -659518.1 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -661066.562500 Penalty: 2855.101318
	Iteration 1F: 3 clusters Score -661066.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -661288.437500 Penalty: 2855.101318
	Iteration 2F: 3 clusters Score -661288.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -661436.187500 Penalty: 2855.101318
	Iteration 3F: 3 clusters Score -661436.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -661543.187500 Penalty: 2855.101318
	Iteration 4Q: 3 clusters Score -661543.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -661639.937500 Penalty: 2855.101318
	Iteration 5Q: 3 clusters Score -661639.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -661744.625000 Penalty: 2855.101318
	Iteration 6Q: 3 clusters Score -661744.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -661851.250000 Penalty: 2855.101318
	Iteration 7Q: 3 clusters Score -661851.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -661954.250000 Penalty: 2855.101318
	Iteration 8Q: 3 clusters Score -661954.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -662054.687500 Penalty: 2855.101318
	Iteration 9Q: 3 clusters Score -662054.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -662167.312500 Penalty: 2855.101318
	Iteration 10Q: 3 clusters Score -662167.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -662278.875000 Penalty: 2855.101318
	Iteration 11Q: 3 clusters Score -662278.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -662403.312500 Penalty: 2855.101318
	Iteration 12Q: 3 clusters Score -662403.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -662522.125000 Penalty: 2855.101318
	Iteration 13Q: 3 clusters Score -662522.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -662609.937500 Penalty: 2855.101318
	Iteration 14Q: 3 clusters Score -662609.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -662674.187500 Penalty: 2855.101318
	Iteration 15Q: 3 clusters Score -662674.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -662736.312500 Penalty: 2855.101318
	Iteration 16Q: 3 clusters Score -662736.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -662803.312500 Penalty: 2855.101318
	Iteration 17Q: 3 clusters Score -662803.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -662855.437500 Penalty: 2855.101318
	Iteration 18Q: 3 clusters Score -662855.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -662895.750000 Penalty: 2855.101318
	Iteration 19Q: 3 clusters Score -662895.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -662945.812500 Penalty: 2855.101318
	Iteration 20F: 3 clusters Score -662945.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -662990.687500 Penalty: 2855.101318
	Iteration 21Q: 3 clusters Score -662990.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -663024.750000 Penalty: 2855.101318
	Iteration 22Q: 3 clusters Score -663024.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -663057.500000 Penalty: 2855.101318
	Iteration 23Q: 3 clusters Score -663057.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -663092.687500 Penalty: 2855.101318
	Iteration 24Q: 3 clusters Score -663092.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -663117.187500 Penalty: 2855.101318
	Iteration 25Q: 3 clusters Score -663117.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -663140.437500 Penalty: 2855.101318
	Iteration 26Q: 3 clusters Score -663140.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -663162.062500 Penalty: 2855.101318
	Iteration 27Q: 3 clusters Score -663162.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -663183.562500 Penalty: 2855.101318
	Iteration 28Q: 3 clusters Score -663183.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -663204.000000 Penalty: 2855.101318
	Iteration 29Q: 3 clusters Score -663204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -663220.500000 Penalty: 2855.101318
	Iteration 30Q: 3 clusters Score -663220.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -663230.562500 Penalty: 2855.101318
	Iteration 31Q: 3 clusters Score -663230.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -663244.812500 Penalty: 2855.101318
	Iteration 32Q: 3 clusters Score -663244.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -663258.250000 Penalty: 2855.101318
	Iteration 33Q: 3 clusters Score -663258.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -663271.750000 Penalty: 2855.101318
	Iteration 34Q: 3 clusters Score -663271.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -663285.625000 Penalty: 2855.101318
	Iteration 35Q: 3 clusters Score -663285.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -663292.937500 Penalty: 2855.101318
	Iteration 36Q: 3 clusters Score -663292.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -663298.062500 Penalty: 2855.101318
	Iteration 37Q: 3 clusters Score -663298.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -663307.125000 Penalty: 2855.101318
	Iteration 38Q: 3 clusters Score -663307.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -663310.937500 Penalty: 2855.101318
	Iteration 39Q: 3 clusters Score -663310.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -663313.562500 Penalty: 2855.101318
	Iteration 40F: 3 clusters Score -663313.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -663317.437500 Penalty: 2855.101318
	Iteration 41Q: 3 clusters Score -663317.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -663317.250000 Penalty: 2855.101318
	Iteration 42Q: 3 clusters Score -663317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -663316.875000 Penalty: 2855.101318
	Iteration 43Q: 3 clusters Score -663316.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -663316.875000 Penalty: 2855.101318
	Iteration 44F: 3 clusters Score -663316.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (172393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172393 members 
Entering Unmasked Estep 
Score: -17702822.000000 Penalty: 1959.348999
	Iteration 0F: 2 clusters Score -1.770282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86277 members 
Mstep: Class 2 contains 86116 members 
Entering Unmasked Estep 
Score: -17594134.000000 Penalty: 3918.697998
	Iteration 0F: 3 clusters Score -1.759413e+07 nChanged 83582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91065 members 
Mstep: Class 2 contains 81328 members 
Entering Unmasked Estep 
Score: -17644568.000000 Penalty: 3918.697998
	Iteration 1F: 3 clusters Score -1.764457e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94690 members 
Mstep: Class 2 contains 77703 members 
Entering Unmasked Estep 
Score: -17646190.000000 Penalty: 3918.697998
	Iteration 2Q: 3 clusters Score -1.764619e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100092 members 
Mstep: Class 2 contains 72301 members 
Entering Unmasked Estep 
Score: -17648420.000000 Penalty: 3918.697998
	Iteration 3Q: 3 clusters Score -1.764842e+07 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107797 members 
Mstep: Class 2 contains 64596 members 
Entering Unmasked Estep 
Score: -17652554.000000 Penalty: 3918.697998
	Iteration 4F: 3 clusters Score -1.765255e+07 nChanged 11180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118183 members 
Mstep: Class 2 contains 54210 members 
Entering Unmasked Estep 
Score: -17659032.000000 Penalty: 3918.697998
	Iteration 5F: 3 clusters Score -1.765903e+07 nChanged 13490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131281 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -17668888.000000 Penalty: 3918.697998
	Iteration 6F: 3 clusters Score -1.766889e+07 nChanged 14230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145327 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -17681050.000000 Penalty: 3918.697998
	Iteration 7F: 3 clusters Score -1.768105e+07 nChanged 12202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157467 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -17691228.000000 Penalty: 3918.697998
	Iteration 8F: 3 clusters Score -1.769123e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165524 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -17697190.000000 Penalty: 3918.697998
	Iteration 9Q: 3 clusters Score -1.769719e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169483 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -17699778.000000 Penalty: 3918.697998
	Iteration 10Q: 3 clusters Score -1.769978e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171093 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -17700828.000000 Penalty: 3918.697998
	Iteration 11Q: 3 clusters Score -1.770083e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171683 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -17701048.000000 Penalty: 3918.697998
	Iteration 12Q: 3 clusters Score -1.770105e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171913 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -17701188.000000 Penalty: 3918.697998
	Iteration 13Q: 3 clusters Score -1.770119e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172000 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -17701242.000000 Penalty: 3918.697998
	Iteration 14Q: 3 clusters Score -1.770124e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172036 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -17701266.000000 Penalty: 3918.697998
	Iteration 15Q: 3 clusters Score -1.770127e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172052 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -17701274.000000 Penalty: 3918.697998
	Iteration 16Q: 3 clusters Score -1.770127e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172061 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -17701310.000000 Penalty: 3918.697998
	Iteration 17Q: 3 clusters Score -1.770131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172065 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -17701340.000000 Penalty: 3918.697998
	Iteration 18Q: 3 clusters Score -1.770134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172071 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -17701328.000000 Penalty: 3918.697998
	Iteration 19Q: 3 clusters Score -1.770133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172075 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -17701338.000000 Penalty: 3918.697998
	Iteration 20F: 3 clusters Score -1.770134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172072 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -17701334.000000 Penalty: 3918.697998
	Iteration 21Q: 3 clusters Score -1.770133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172070 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -17701342.000000 Penalty: 3918.697998
	Iteration 22Q: 3 clusters Score -1.770134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172067 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -17701332.000000 Penalty: 3918.697998
	Iteration 23Q: 3 clusters Score -1.770133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172069 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -17701322.000000 Penalty: 3918.697998
	Iteration 24Q: 3 clusters Score -1.770132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172069 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -17701326.000000 Penalty: 3918.697998
	Iteration 25Q: 3 clusters Score -1.770133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172067 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -17701332.000000 Penalty: 3918.697998
	Iteration 26Q: 3 clusters Score -1.770133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172069 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -17701332.000000 Penalty: 3918.697998
	Iteration 27Q: 3 clusters Score -1.770133e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172070 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -17701334.000000 Penalty: 3918.697998
	Iteration 28Q: 3 clusters Score -1.770133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172068 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -17701354.000000 Penalty: 3918.697998
	Iteration 29Q: 3 clusters Score -1.770135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172067 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -17701352.000000 Penalty: 3918.697998
	Iteration 30Q: 3 clusters Score -1.770135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172066 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -17701354.000000 Penalty: 3918.697998
	Iteration 31Q: 3 clusters Score -1.770135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172066 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -17701354.000000 Penalty: 3918.697998
	Iteration 32F: 3 clusters Score -1.770135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 3 contains 3515 members 
Mstep: Class 5 contains 146793 members 
Mstep: Class 6 contains 81444 members 
Mstep: Class 7 contains 1857 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 9 contains 134813 members 
Mstep: Class 11 contains 169803 members 
Mstep: Class 12 contains 15046 members 
Mstep: Class 13 contains 161174 members 
Mstep: Class 14 contains 115479 members 
Mstep: Class 15 contains 15144 members 
Mstep: Class 16 contains 22529 members 
Mstep: Class 17 contains 53242 members 
Mstep: Class 18 contains 23218 members 
Mstep: Class 19 contains 157626 members 
Mstep: Class 20 contains 6535 members 
Mstep: Class 22 contains 172393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127956832.000000 Penalty: 41147.996094
Iteration 119Q: 19 clusters Score -1.279568e+08 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 5 contains 146813 members 
Mstep: Class 6 contains 81509 members 
Mstep: Class 7 contains 1858 members 
Mstep: Class 8 contains 4319 members 
Mstep: Class 9 contains 134993 members 
Mstep: Class 11 contains 169817 members 
Mstep: Class 12 contains 15054 members 
Mstep: Class 13 contains 161188 members 
Mstep: Class 14 contains 115542 members 
Mstep: Class 15 contains 15071 members 
Mstep: Class 16 contains 22498 members 
Mstep: Class 17 contains 53220 members 
Mstep: Class 18 contains 22890 members 
Mstep: Class 19 contains 157678 members 
Mstep: Class 20 contains 6543 members 
Mstep: Class 22 contains 172414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127956960.000000 Penalty: 41147.996094
Iteration 120F: 19 clusters Score -1.27957e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 3 contains 3531 members 
Mstep: Class 5 contains 146840 members 
Mstep: Class 6 contains 81592 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 9 contains 135183 members 
Mstep: Class 11 contains 169847 members 
Mstep: Class 12 contains 15070 members 
Mstep: Class 13 contains 161148 members 
Mstep: Class 14 contains 115618 members 
Mstep: Class 15 contains 14998 members 
Mstep: Class 16 contains 22473 members 
Mstep: Class 17 contains 53195 members 
Mstep: Class 18 contains 22566 members 
Mstep: Class 19 contains 157737 members 
Mstep: Class 20 contains 6545 members 
Mstep: Class 22 contains 172408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127956960.000000 Penalty: 41147.996094
Iteration 121Q: 19 clusters Score -1.27957e+08 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 3 contains 3534 members 
Mstep: Class 5 contains 146861 members 
Mstep: Class 6 contains 81645 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 9 contains 135356 members 
Mstep: Class 11 contains 169905 members 
Mstep: Class 12 contains 15084 members 
Mstep: Class 13 contains 161114 members 
Mstep: Class 14 contains 115671 members 
Mstep: Class 15 contains 14925 members 
Mstep: Class 16 contains 22452 members 
Mstep: Class 17 contains 53165 members 
Mstep: Class 18 contains 22267 members 
Mstep: Class 19 contains 157776 members 
Mstep: Class 20 contains 6547 members 
Mstep: Class 22 contains 172441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127957240.000000 Penalty: 41147.996094
Iteration 122Q: 19 clusters Score -1.279572e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 3 contains 3538 members 
Mstep: Class 5 contains 146876 members 
Mstep: Class 6 contains 81665 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 9 contains 135511 members 
Mstep: Class 11 contains 169954 members 
Mstep: Class 12 contains 15091 members 
Mstep: Class 13 contains 161117 members 
Mstep: Class 14 contains 115731 members 
Mstep: Class 15 contains 14849 members 
Mstep: Class 16 contains 22427 members 
Mstep: Class 17 contains 53143 members 
Mstep: Class 18 contains 21994 members 
Mstep: Class 19 contains 157827 members 
Mstep: Class 20 contains 6550 members 
Mstep: Class 22 contains 172472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127957592.000000 Penalty: 41147.996094
Iteration 123Q: 19 clusters Score -1.279576e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 3 contains 3542 members 
Mstep: Class 5 contains 146882 members 
Mstep: Class 6 contains 81657 members 
Mstep: Class 7 contains 1848 members 
Mstep: Class 8 contains 4321 members 
Mstep: Class 9 contains 135687 members 
Mstep: Class 11 contains 170020 members 
Mstep: Class 12 contains 15097 members 
Mstep: Class 13 contains 161094 members 
Mstep: Class 14 contains 115825 members 
Mstep: Class 15 contains 14792 members 
Mstep: Class 16 contains 22397 members 
Mstep: Class 17 contains 53126 members 
Mstep: Class 18 contains 21752 members 
Mstep: Class 19 contains 157848 members 
Mstep: Class 20 contains 6548 members 
Mstep: Class 22 contains 172478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127957928.000000 Penalty: 41147.996094
Iteration 124Q: 19 clusters Score -1.279579e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 3 contains 3545 members 
Mstep: Class 5 contains 146881 members 
Mstep: Class 6 contains 81677 members 
Mstep: Class 7 contains 1843 members 
Mstep: Class 8 contains 4319 members 
Mstep: Class 9 contains 135845 members 
Mstep: Class 11 contains 170076 members 
Mstep: Class 12 contains 15106 members 
Mstep: Class 13 contains 161077 members 
Mstep: Class 14 contains 115928 members 
Mstep: Class 15 contains 14733 members 
Mstep: Class 16 contains 22372 members 
Mstep: Class 17 contains 53108 members 
Mstep: Class 18 contains 21522 members 
Mstep: Class 19 contains 157869 members 
Mstep: Class 20 contains 6547 members 
Mstep: Class 22 contains 172465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127957912.000000 Penalty: 41147.996094
Iteration 125Q: 19 clusters Score -1.279579e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 3 contains 3547 members 
Mstep: Class 5 contains 146901 members 
Mstep: Class 6 contains 81676 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 9 contains 135982 members 
Mstep: Class 11 contains 170126 members 
Mstep: Class 12 contains 15123 members 
Mstep: Class 13 contains 161061 members 
Mstep: Class 14 contains 116039 members 
Mstep: Class 15 contains 14683 members 
Mstep: Class 16 contains 22345 members 
Mstep: Class 17 contains 53091 members 
Mstep: Class 18 contains 21336 members 
Mstep: Class 19 contains 157895 members 
Mstep: Class 20 contains 6548 members 
Mstep: Class 22 contains 172401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958048.000000 Penalty: 41147.996094
Iteration 126Q: 19 clusters Score -1.27958e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 3 contains 3551 members 
Mstep: Class 5 contains 146924 members 
Mstep: Class 6 contains 81690 members 
Mstep: Class 7 contains 1832 members 
Mstep: Class 8 contains 4318 members 
Mstep: Class 9 contains 136119 members 
Mstep: Class 11 contains 170161 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 161010 members 
Mstep: Class 14 contains 116157 members 
Mstep: Class 15 contains 14637 members 
Mstep: Class 16 contains 22318 members 
Mstep: Class 17 contains 53077 members 
Mstep: Class 18 contains 21169 members 
Mstep: Class 19 contains 157934 members 
Mstep: Class 20 contains 6547 members 
Mstep: Class 22 contains 172329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958216.000000 Penalty: 41147.996094
Iteration 127Q: 19 clusters Score -1.279582e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 3 contains 3555 members 
Mstep: Class 5 contains 146938 members 
Mstep: Class 6 contains 81696 members 
Mstep: Class 7 contains 1827 members 
Mstep: Class 8 contains 4318 members 
Mstep: Class 9 contains 136264 members 
Mstep: Class 11 contains 170197 members 
Mstep: Class 12 contains 15154 members 
Mstep: Class 13 contains 160975 members 
Mstep: Class 14 contains 116243 members 
Mstep: Class 15 contains 14590 members 
Mstep: Class 16 contains 22300 members 
Mstep: Class 17 contains 53056 members 
Mstep: Class 18 contains 20997 members 
Mstep: Class 19 contains 157965 members 
Mstep: Class 20 contains 6550 members 
Mstep: Class 22 contains 172286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958392.000000 Penalty: 41147.996094
Iteration 128Q: 19 clusters Score -1.279584e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 3 contains 3556 members 
Mstep: Class 5 contains 146947 members 
Mstep: Class 6 contains 81688 members 
Mstep: Class 7 contains 1824 members 
Mstep: Class 8 contains 4317 members 
Mstep: Class 9 contains 136415 members 
Mstep: Class 11 contains 170252 members 
Mstep: Class 12 contains 15154 members 
Mstep: Class 13 contains 160928 members 
Mstep: Class 14 contains 116322 members 
Mstep: Class 15 contains 14556 members 
Mstep: Class 16 contains 22277 members 
Mstep: Class 17 contains 53042 members 
Mstep: Class 18 contains 20842 members 
Mstep: Class 19 contains 157988 members 
Mstep: Class 20 contains 6549 members 
Mstep: Class 22 contains 172251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958728.000000 Penalty: 41147.996094
Iteration 129Q: 19 clusters Score -1.279587e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 3 contains 3559 members 
Mstep: Class 5 contains 146959 members 
Mstep: Class 6 contains 81663 members 
Mstep: Class 7 contains 1824 members 
Mstep: Class 8 contains 4315 members 
Mstep: Class 9 contains 136540 members 
Mstep: Class 11 contains 170316 members 
Mstep: Class 12 contains 15146 members 
Mstep: Class 13 contains 160952 members 
Mstep: Class 14 contains 116400 members 
Mstep: Class 15 contains 14531 members 
Mstep: Class 16 contains 22253 members 
Mstep: Class 17 contains 53023 members 
Mstep: Class 18 contains 20678 members 
Mstep: Class 19 contains 157995 members 
Mstep: Class 20 contains 6545 members 
Mstep: Class 22 contains 172209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958792.000000 Penalty: 41147.996094
Iteration 130Q: 19 clusters Score -1.279588e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 3 contains 3563 members 
Mstep: Class 5 contains 146969 members 
Mstep: Class 6 contains 81636 members 
Mstep: Class 7 contains 1824 members 
Mstep: Class 8 contains 4318 members 
Mstep: Class 9 contains 136658 members 
Mstep: Class 11 contains 170379 members 
Mstep: Class 12 contains 15143 members 
Mstep: Class 13 contains 160963 members 
Mstep: Class 14 contains 116473 members 
Mstep: Class 15 contains 14523 members 
Mstep: Class 16 contains 22214 members 
Mstep: Class 17 contains 53002 members 
Mstep: Class 18 contains 20522 members 
Mstep: Class 19 contains 158004 members 
Mstep: Class 20 contains 6542 members 
Mstep: Class 22 contains 172172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958896.000000 Penalty: 41147.996094
Iteration 131Q: 19 clusters Score -1.279589e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 3 contains 3566 members 
Mstep: Class 5 contains 146976 members 
Mstep: Class 6 contains 81642 members 
Mstep: Class 7 contains 1827 members 
Mstep: Class 8 contains 4322 members 
Mstep: Class 9 contains 136774 members 
Mstep: Class 11 contains 170416 members 
Mstep: Class 12 contains 15141 members 
Mstep: Class 13 contains 160997 members 
Mstep: Class 14 contains 116542 members 
Mstep: Class 15 contains 14507 members 
Mstep: Class 16 contains 22170 members 
Mstep: Class 17 contains 52975 members 
Mstep: Class 18 contains 20378 members 
Mstep: Class 19 contains 157997 members 
Mstep: Class 20 contains 6538 members 
Mstep: Class 22 contains 172136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958856.000000 Penalty: 41147.996094
Iteration 132Q: 19 clusters Score -1.279589e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 3 contains 3567 members 
Mstep: Class 5 contains 146983 members 
Mstep: Class 6 contains 81663 members 
Mstep: Class 7 contains 1828 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 136869 members 
Mstep: Class 11 contains 170461 members 
Mstep: Class 12 contains 15141 members 
Mstep: Class 13 contains 160997 members 
Mstep: Class 14 contains 116597 members 
Mstep: Class 15 contains 14506 members 
Mstep: Class 16 contains 22129 members 
Mstep: Class 17 contains 52959 members 
Mstep: Class 18 contains 20247 members 
Mstep: Class 19 contains 157991 members 
Mstep: Class 20 contains 6538 members 
Mstep: Class 22 contains 172100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958664.000000 Penalty: 41147.996094
Iteration 133Q: 19 clusters Score -1.279587e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 3 contains 3569 members 
Mstep: Class 5 contains 146981 members 
Mstep: Class 6 contains 81669 members 
Mstep: Class 7 contains 1824 members 
Mstep: Class 8 contains 4332 members 
Mstep: Class 9 contains 136969 members 
Mstep: Class 11 contains 170501 members 
Mstep: Class 12 contains 15141 members 
Mstep: Class 13 contains 161045 members 
Mstep: Class 14 contains 116638 members 
Mstep: Class 15 contains 14480 members 
Mstep: Class 16 contains 22095 members 
Mstep: Class 17 contains 52951 members 
Mstep: Class 18 contains 20112 members 
Mstep: Class 19 contains 157996 members 
Mstep: Class 20 contains 6540 members 
Mstep: Class 22 contains 172058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958608.000000 Penalty: 41147.996094
Iteration 134Q: 19 clusters Score -1.279586e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 3 contains 3572 members 
Mstep: Class 5 contains 146982 members 
Mstep: Class 6 contains 81684 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 4335 members 
Mstep: Class 9 contains 137066 members 
Mstep: Class 11 contains 170513 members 
Mstep: Class 12 contains 15143 members 
Mstep: Class 13 contains 161056 members 
Mstep: Class 14 contains 116672 members 
Mstep: Class 15 contains 14462 members 
Mstep: Class 16 contains 22058 members 
Mstep: Class 17 contains 52963 members 
Mstep: Class 18 contains 19992 members 
Mstep: Class 19 contains 157995 members 
Mstep: Class 20 contains 6544 members 
Mstep: Class 22 contains 172048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958816.000000 Penalty: 41147.996094
Iteration 135Q: 19 clusters Score -1.279588e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 3 contains 3572 members 
Mstep: Class 5 contains 147000 members 
Mstep: Class 6 contains 81704 members 
Mstep: Class 7 contains 1808 members 
Mstep: Class 8 contains 4335 members 
Mstep: Class 9 contains 137158 members 
Mstep: Class 11 contains 170534 members 
Mstep: Class 12 contains 15147 members 
Mstep: Class 13 contains 161029 members 
Mstep: Class 14 contains 116702 members 
Mstep: Class 15 contains 14445 members 
Mstep: Class 16 contains 22021 members 
Mstep: Class 17 contains 52971 members 
Mstep: Class 18 contains 19865 members 
Mstep: Class 19 contains 158016 members 
Mstep: Class 20 contains 6548 members 
Mstep: Class 22 contains 172044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958656.000000 Penalty: 41147.996094
Iteration 136Q: 19 clusters Score -1.279587e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 3 contains 3571 members 
Mstep: Class 5 contains 147009 members 
Mstep: Class 6 contains 81738 members 
Mstep: Class 7 contains 1809 members 
Mstep: Class 8 contains 4337 members 
Mstep: Class 9 contains 137249 members 
Mstep: Class 11 contains 170552 members 
Mstep: Class 12 contains 15154 members 
Mstep: Class 13 contains 160975 members 
Mstep: Class 14 contains 116734 members 
Mstep: Class 15 contains 14449 members 
Mstep: Class 16 contains 21978 members 
Mstep: Class 17 contains 52970 members 
Mstep: Class 18 contains 19736 members 
Mstep: Class 19 contains 158034 members 
Mstep: Class 20 contains 6549 members 
Mstep: Class 22 contains 172053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958808.000000 Penalty: 41147.996094
Iteration 137Q: 19 clusters Score -1.279588e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 3 contains 3570 members 
Mstep: Class 5 contains 147021 members 
Mstep: Class 6 contains 81773 members 
Mstep: Class 7 contains 1799 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 137339 members 
Mstep: Class 11 contains 170573 members 
Mstep: Class 12 contains 15157 members 
Mstep: Class 13 contains 160909 members 
Mstep: Class 14 contains 116766 members 
Mstep: Class 15 contains 14440 members 
Mstep: Class 16 contains 21942 members 
Mstep: Class 17 contains 52982 members 
Mstep: Class 18 contains 19599 members 
Mstep: Class 19 contains 158057 members 
Mstep: Class 20 contains 6555 members 
Mstep: Class 22 contains 172074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959056.000000 Penalty: 41147.996094
Iteration 138Q: 19 clusters Score -1.279591e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 3 contains 3570 members 
Mstep: Class 5 contains 147026 members 
Mstep: Class 6 contains 81779 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 137459 members 
Mstep: Class 11 contains 170617 members 
Mstep: Class 12 contains 15155 members 
Mstep: Class 13 contains 160820 members 
Mstep: Class 14 contains 116796 members 
Mstep: Class 15 contains 14442 members 
Mstep: Class 16 contains 21905 members 
Mstep: Class 17 contains 53007 members 
Mstep: Class 18 contains 19473 members 
Mstep: Class 19 contains 158071 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 22 contains 172085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958880.000000 Penalty: 41147.996094
Iteration 139Q: 19 clusters Score -1.279589e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 3 contains 3569 members 
Mstep: Class 5 contains 147025 members 
Mstep: Class 6 contains 81792 members 
Mstep: Class 7 contains 1787 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 137570 members 
Mstep: Class 11 contains 170655 members 
Mstep: Class 12 contains 15153 members 
Mstep: Class 13 contains 160771 members 
Mstep: Class 14 contains 116812 members 
Mstep: Class 15 contains 14431 members 
Mstep: Class 16 contains 21871 members 
Mstep: Class 17 contains 53022 members 
Mstep: Class 18 contains 19350 members 
Mstep: Class 19 contains 158084 members 
Mstep: Class 20 contains 6559 members 
Mstep: Class 22 contains 172101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958896.000000 Penalty: 41147.996094
Iteration 140F: 19 clusters Score -1.279589e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 3 contains 3568 members 
Mstep: Class 5 contains 147018 members 
Mstep: Class 6 contains 81819 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 4347 members 
Mstep: Class 9 contains 137674 members 
Mstep: Class 11 contains 170697 members 
Mstep: Class 12 contains 15152 members 
Mstep: Class 13 contains 160706 members 
Mstep: Class 14 contains 116824 members 
Mstep: Class 15 contains 14425 members 
Mstep: Class 16 contains 21843 members 
Mstep: Class 17 contains 53034 members 
Mstep: Class 18 contains 19225 members 
Mstep: Class 19 contains 158095 members 
Mstep: Class 20 contains 6557 members 
Mstep: Class 22 contains 172126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958680.000000 Penalty: 41147.996094
Iteration 141Q: 19 clusters Score -1.279587e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 3 contains 3569 members 
Mstep: Class 5 contains 147024 members 
Mstep: Class 6 contains 81837 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 4347 members 
Mstep: Class 9 contains 137766 members 
Mstep: Class 11 contains 170733 members 
Mstep: Class 12 contains 15153 members 
Mstep: Class 13 contains 160667 members 
Mstep: Class 14 contains 116837 members 
Mstep: Class 15 contains 14408 members 
Mstep: Class 16 contains 21816 members 
Mstep: Class 17 contains 53048 members 
Mstep: Class 18 contains 19088 members 
Mstep: Class 19 contains 158111 members 
Mstep: Class 20 contains 6557 members 
Mstep: Class 22 contains 172150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958864.000000 Penalty: 41147.996094
Iteration 142Q: 19 clusters Score -1.279589e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 3 contains 3567 members 
Mstep: Class 5 contains 147022 members 
Mstep: Class 6 contains 81874 members 
Mstep: Class 7 contains 1772 members 
Mstep: Class 8 contains 4348 members 
Mstep: Class 9 contains 137859 members 
Mstep: Class 11 contains 170758 members 
Mstep: Class 12 contains 15155 members 
Mstep: Class 13 contains 160640 members 
Mstep: Class 14 contains 116856 members 
Mstep: Class 15 contains 14398 members 
Mstep: Class 16 contains 21781 members 
Mstep: Class 17 contains 53053 members 
Mstep: Class 18 contains 18970 members 
Mstep: Class 19 contains 158116 members 
Mstep: Class 20 contains 6559 members 
Mstep: Class 22 contains 172161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959136.000000 Penalty: 41147.996094
Iteration 143Q: 19 clusters Score -1.279591e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 3 contains 3566 members 
Mstep: Class 5 contains 147034 members 
Mstep: Class 6 contains 81891 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 4347 members 
Mstep: Class 9 contains 137947 members 
Mstep: Class 11 contains 170786 members 
Mstep: Class 12 contains 15161 members 
Mstep: Class 13 contains 160624 members 
Mstep: Class 14 contains 116879 members 
Mstep: Class 15 contains 14390 members 
Mstep: Class 16 contains 21764 members 
Mstep: Class 17 contains 53044 members 
Mstep: Class 18 contains 18863 members 
Mstep: Class 19 contains 158113 members 
Mstep: Class 20 contains 6557 members 
Mstep: Class 22 contains 172157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959176.000000 Penalty: 41147.996094
Iteration 144Q: 19 clusters Score -1.279592e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 3 contains 3566 members 
Mstep: Class 5 contains 147043 members 
Mstep: Class 6 contains 81890 members 
Mstep: Class 7 contains 1762 members 
Mstep: Class 8 contains 4347 members 
Mstep: Class 9 contains 138042 members 
Mstep: Class 11 contains 170828 members 
Mstep: Class 12 contains 15162 members 
Mstep: Class 13 contains 160616 members 
Mstep: Class 14 contains 116900 members 
Mstep: Class 15 contains 14383 members 
Mstep: Class 16 contains 21732 members 
Mstep: Class 17 contains 53037 members 
Mstep: Class 18 contains 18728 members 
Mstep: Class 19 contains 158118 members 
Mstep: Class 20 contains 6556 members 
Mstep: Class 22 contains 172178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959480.000000 Penalty: 41147.996094
Iteration 145Q: 19 clusters Score -1.279595e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 3 contains 3564 members 
Mstep: Class 5 contains 147043 members 
Mstep: Class 6 contains 81904 members 
Mstep: Class 7 contains 1754 members 
Mstep: Class 8 contains 4346 members 
Mstep: Class 9 contains 138139 members 
Mstep: Class 11 contains 170865 members 
Mstep: Class 12 contains 15156 members 
Mstep: Class 13 contains 160625 members 
Mstep: Class 14 contains 116910 members 
Mstep: Class 15 contains 14385 members 
Mstep: Class 16 contains 21693 members 
Mstep: Class 17 contains 53031 members 
Mstep: Class 18 contains 18604 members 
Mstep: Class 19 contains 158123 members 
Mstep: Class 20 contains 6557 members 
Mstep: Class 22 contains 172188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959376.000000 Penalty: 41147.996094
Iteration 146Q: 19 clusters Score -1.279594e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 3 contains 3564 members 
Mstep: Class 5 contains 147038 members 
Mstep: Class 6 contains 81933 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 4346 members 
Mstep: Class 9 contains 138215 members 
Mstep: Class 11 contains 170894 members 
Mstep: Class 12 contains 15152 members 
Mstep: Class 13 contains 160651 members 
Mstep: Class 14 contains 116922 members 
Mstep: Class 15 contains 14387 members 
Mstep: Class 16 contains 21660 members 
Mstep: Class 17 contains 53019 members 
Mstep: Class 18 contains 18480 members 
Mstep: Class 19 contains 158121 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 22 contains 172194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959208.000000 Penalty: 41147.996094
Iteration 147Q: 19 clusters Score -1.279592e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 3 contains 3564 members 
Mstep: Class 5 contains 147044 members 
Mstep: Class 6 contains 81959 members 
Mstep: Class 7 contains 1746 members 
Mstep: Class 8 contains 4350 members 
Mstep: Class 9 contains 138304 members 
Mstep: Class 11 contains 170928 members 
Mstep: Class 12 contains 15151 members 
Mstep: Class 13 contains 160631 members 
Mstep: Class 14 contains 116930 members 
Mstep: Class 15 contains 14393 members 
Mstep: Class 16 contains 21637 members 
Mstep: Class 17 contains 53017 members 
Mstep: Class 18 contains 18353 members 
Mstep: Class 19 contains 158116 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 22 contains 172203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958952.000000 Penalty: 41147.996094
Iteration 148Q: 19 clusters Score -1.27959e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 3 contains 3563 members 
Mstep: Class 5 contains 147053 members 
Mstep: Class 6 contains 81980 members 
Mstep: Class 7 contains 1744 members 
Mstep: Class 8 contains 4353 members 
Mstep: Class 9 contains 138408 members 
Mstep: Class 11 contains 170970 members 
Mstep: Class 12 contains 15144 members 
Mstep: Class 13 contains 160587 members 
Mstep: Class 14 contains 116941 members 
Mstep: Class 15 contains 14405 members 
Mstep: Class 16 contains 21611 members 
Mstep: Class 17 contains 53005 members 
Mstep: Class 18 contains 18222 members 
Mstep: Class 19 contains 158124 members 
Mstep: Class 20 contains 6559 members 
Mstep: Class 22 contains 172218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959056.000000 Penalty: 41147.996094
Iteration 149Q: 19 clusters Score -1.279591e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 3 contains 3564 members 
Mstep: Class 5 contains 147057 members 
Mstep: Class 6 contains 81990 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 138513 members 
Mstep: Class 11 contains 171007 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 160550 members 
Mstep: Class 14 contains 116951 members 
Mstep: Class 15 contains 14421 members 
Mstep: Class 16 contains 21582 members 
Mstep: Class 17 contains 52995 members 
Mstep: Class 18 contains 18123 members 
Mstep: Class 19 contains 158117 members 
Mstep: Class 20 contains 6559 members 
Mstep: Class 22 contains 172222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959008.000000 Penalty: 41147.996094
Iteration 150Q: 19 clusters Score -1.27959e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 3 contains 3565 members 
Mstep: Class 5 contains 147039 members 
Mstep: Class 6 contains 81993 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 4350 members 
Mstep: Class 9 contains 138620 members 
Mstep: Class 11 contains 171059 members 
Mstep: Class 12 contains 15131 members 
Mstep: Class 13 contains 160537 members 
Mstep: Class 14 contains 116952 members 
Mstep: Class 15 contains 14433 members 
Mstep: Class 16 contains 21548 members 
Mstep: Class 17 contains 52989 members 
Mstep: Class 18 contains 18032 members 
Mstep: Class 19 contains 158110 members 
Mstep: Class 20 contains 6559 members 
Mstep: Class 22 contains 172227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958888.000000 Penalty: 41147.996094
Iteration 151Q: 19 clusters Score -1.279589e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 3 contains 3567 members 
Mstep: Class 5 contains 147029 members 
Mstep: Class 6 contains 82013 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 4346 members 
Mstep: Class 9 contains 138711 members 
Mstep: Class 11 contains 171107 members 
Mstep: Class 12 contains 15119 members 
Mstep: Class 13 contains 160526 members 
Mstep: Class 14 contains 116955 members 
Mstep: Class 15 contains 14443 members 
Mstep: Class 16 contains 21513 members 
Mstep: Class 17 contains 52986 members 
Mstep: Class 18 contains 17949 members 
Mstep: Class 19 contains 158093 members 
Mstep: Class 20 contains 6559 members 
Mstep: Class 22 contains 172227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959184.000000 Penalty: 41147.996094
Iteration 152Q: 19 clusters Score -1.279592e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 3 contains 3567 members 
Mstep: Class 5 contains 147032 members 
Mstep: Class 6 contains 81995 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 4346 members 
Mstep: Class 9 contains 138794 members 
Mstep: Class 11 contains 171175 members 
Mstep: Class 12 contains 15111 members 
Mstep: Class 13 contains 160535 members 
Mstep: Class 14 contains 116954 members 
Mstep: Class 15 contains 14441 members 
Mstep: Class 16 contains 21480 members 
Mstep: Class 17 contains 52980 members 
Mstep: Class 18 contains 17852 members 
Mstep: Class 19 contains 158084 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 22 contains 172239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959192.000000 Penalty: 41147.996094
Iteration 153Q: 19 clusters Score -1.279592e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 3 contains 3567 members 
Mstep: Class 5 contains 147035 members 
Mstep: Class 6 contains 81974 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 138889 members 
Mstep: Class 11 contains 171230 members 
Mstep: Class 12 contains 15107 members 
Mstep: Class 13 contains 160532 members 
Mstep: Class 14 contains 116958 members 
Mstep: Class 15 contains 14444 members 
Mstep: Class 16 contains 21449 members 
Mstep: Class 17 contains 52973 members 
Mstep: Class 18 contains 17769 members 
Mstep: Class 19 contains 158072 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 22 contains 172239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959248.000000 Penalty: 41147.996094
Iteration 154Q: 19 clusters Score -1.279592e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 3 contains 3566 members 
Mstep: Class 5 contains 147022 members 
Mstep: Class 6 contains 81971 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 138953 members 
Mstep: Class 11 contains 171296 members 
Mstep: Class 12 contains 15103 members 
Mstep: Class 13 contains 160544 members 
Mstep: Class 14 contains 116973 members 
Mstep: Class 15 contains 14445 members 
Mstep: Class 16 contains 21420 members 
Mstep: Class 17 contains 52955 members 
Mstep: Class 18 contains 17693 members 
Mstep: Class 19 contains 158058 members 
Mstep: Class 20 contains 6559 members 
Mstep: Class 22 contains 172237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959256.000000 Penalty: 41147.996094
Iteration 155Q: 19 clusters Score -1.279593e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 3 contains 3564 members 
Mstep: Class 5 contains 147016 members 
Mstep: Class 6 contains 81952 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 139016 members 
Mstep: Class 11 contains 171357 members 
Mstep: Class 12 contains 15096 members 
Mstep: Class 13 contains 160582 members 
Mstep: Class 14 contains 116989 members 
Mstep: Class 15 contains 14451 members 
Mstep: Class 16 contains 21387 members 
Mstep: Class 17 contains 52949 members 
Mstep: Class 18 contains 17607 members 
Mstep: Class 19 contains 158041 members 
Mstep: Class 20 contains 6560 members 
Mstep: Class 22 contains 172226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959312.000000 Penalty: 41147.996094
Iteration 156Q: 19 clusters Score -1.279593e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 3 contains 3565 members 
Mstep: Class 5 contains 147000 members 
Mstep: Class 6 contains 81942 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 139089 members 
Mstep: Class 11 contains 171415 members 
Mstep: Class 12 contains 15097 members 
Mstep: Class 13 contains 160586 members 
Mstep: Class 14 contains 116995 members 
Mstep: Class 15 contains 14450 members 
Mstep: Class 16 contains 21357 members 
Mstep: Class 17 contains 52944 members 
Mstep: Class 18 contains 17545 members 
Mstep: Class 19 contains 158024 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 22 contains 172222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959344.000000 Penalty: 41147.996094
Iteration 157Q: 19 clusters Score -1.279593e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 3 contains 3566 members 
Mstep: Class 5 contains 146983 members 
Mstep: Class 6 contains 81912 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 139163 members 
Mstep: Class 11 contains 171468 members 
Mstep: Class 12 contains 15092 members 
Mstep: Class 13 contains 160619 members 
Mstep: Class 14 contains 117001 members 
Mstep: Class 15 contains 14445 members 
Mstep: Class 16 contains 21325 members 
Mstep: Class 17 contains 52946 members 
Mstep: Class 18 contains 17479 members 
Mstep: Class 19 contains 158007 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 22 contains 172228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959208.000000 Penalty: 41147.996094
Iteration 158Q: 19 clusters Score -1.279592e+08 nChanged 528
Entering ConstructFrom: 
Score: -127959208.000000 Penalty: 41147.996094
Entering ConstructFrom: 
Trying to split cluster 1 (1939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Entering Unmasked Estep 
Score: -169052.515625 Penalty: 1230.113281
	Iteration 0F: 2 clusters Score -169052.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -167008.421875 Penalty: 2460.226562
	Iteration 0F: 3 clusters Score -167008.4 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -167553.703125 Penalty: 2460.226562
	Iteration 1F: 3 clusters Score -167553.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -167802.437500 Penalty: 2460.226562
	Iteration 2F: 3 clusters Score -167802.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -167942.828125 Penalty: 2460.226562
	Iteration 3F: 3 clusters Score -167942.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -168036.250000 Penalty: 2460.226562
	Iteration 4F: 3 clusters Score -168036.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -168125.609375 Penalty: 2460.226562
	Iteration 5Q: 3 clusters Score -168125.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -168191.984375 Penalty: 2460.226562
	Iteration 6Q: 3 clusters Score -168192 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -168245.109375 Penalty: 2460.226562
	Iteration 7Q: 3 clusters Score -168245.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -168296.671875 Penalty: 2460.226562
	Iteration 8Q: 3 clusters Score -168296.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -168345.281250 Penalty: 2460.226562
	Iteration 9Q: 3 clusters Score -168345.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -168385.406250 Penalty: 2460.226562
	Iteration 10Q: 3 clusters Score -168385.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -168417.187500 Penalty: 2460.226562
	Iteration 11Q: 3 clusters Score -168417.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -168446.625000 Penalty: 2460.226562
	Iteration 12Q: 3 clusters Score -168446.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -168468.062500 Penalty: 2460.226562
	Iteration 13Q: 3 clusters Score -168468.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -168493.000000 Penalty: 2460.226562
	Iteration 14Q: 3 clusters Score -168493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -168521.656250 Penalty: 2460.226562
	Iteration 15Q: 3 clusters Score -168521.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -168544.000000 Penalty: 2460.226562
	Iteration 16Q: 3 clusters Score -168544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -168558.921875 Penalty: 2460.226562
	Iteration 17Q: 3 clusters Score -168558.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -168563.875000 Penalty: 2460.226562
	Iteration 18Q: 3 clusters Score -168563.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -168566.656250 Penalty: 2460.226562
	Iteration 19Q: 3 clusters Score -168566.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -168568.812500 Penalty: 2460.226562
	Iteration 20F: 3 clusters Score -168568.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -168570.531250 Penalty: 2460.226562
	Iteration 21Q: 3 clusters Score -168570.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -168573.406250 Penalty: 2460.226562
	Iteration 22Q: 3 clusters Score -168573.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -168576.171875 Penalty: 2460.226562
	Iteration 23Q: 3 clusters Score -168576.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -168581.421875 Penalty: 2460.226562
	Iteration 24Q: 3 clusters Score -168581.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -168584.015625 Penalty: 2460.226562
	Iteration 25Q: 3 clusters Score -168584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -168586.375000 Penalty: 2460.226562
	Iteration 26Q: 3 clusters Score -168586.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -168587.968750 Penalty: 2460.226562
	Iteration 27Q: 3 clusters Score -168588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -168589.546875 Penalty: 2460.226562
	Iteration 28Q: 3 clusters Score -168589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -168591.765625 Penalty: 2460.226562
	Iteration 29Q: 3 clusters Score -168591.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -168592.203125 Penalty: 2460.226562
	Iteration 30Q: 3 clusters Score -168592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -168592.500000 Penalty: 2460.226562
	Iteration 31Q: 3 clusters Score -168592.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -168593.031250 Penalty: 2460.226562
	Iteration 32Q: 3 clusters Score -168593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -168593.031250 Penalty: 2460.226562
	Iteration 33F: 3 clusters Score -168593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Entering Unmasked Estep 
Score: -330761.812500 Penalty: 1329.074463
	Iteration 0F: 2 clusters Score -330761.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -327725.468750 Penalty: 2658.148926
	Iteration 0F: 3 clusters Score -327725.5 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -328518.625000 Penalty: 2658.148926
	Iteration 1F: 3 clusters Score -328518.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -328677.000000 Penalty: 2658.148926
	Iteration 2F: 3 clusters Score -328677 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -328774.312500 Penalty: 2658.148926
	Iteration 3Q: 3 clusters Score -328774.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -328849.625000 Penalty: 2658.148926
	Iteration 4Q: 3 clusters Score -328849.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -328927.593750 Penalty: 2658.148926
	Iteration 5Q: 3 clusters Score -328927.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -329017.562500 Penalty: 2658.148926
	Iteration 6Q: 3 clusters Score -329017.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -329124.343750 Penalty: 2658.148926
	Iteration 7Q: 3 clusters Score -329124.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -329229.000000 Penalty: 2658.148926
	Iteration 8Q: 3 clusters Score -329229 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -329368.562500 Penalty: 2658.148926
	Iteration 9Q: 3 clusters Score -329368.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -329558.375000 Penalty: 2658.148926
	Iteration 10Q: 3 clusters Score -329558.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -329843.000000 Penalty: 2658.148926
	Iteration 11F: 3 clusters Score -329843 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -330058.531250 Penalty: 2658.148926
	Iteration 12Q: 3 clusters Score -330058.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -330193.468750 Penalty: 2658.148926
	Iteration 13Q: 3 clusters Score -330193.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -330277.687500 Penalty: 2658.148926
	Iteration 14Q: 3 clusters Score -330277.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -330314.375000 Penalty: 2658.148926
	Iteration 15Q: 3 clusters Score -330314.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -330328.406250 Penalty: 2658.148926
	Iteration 16Q: 3 clusters Score -330328.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -330333.750000 Penalty: 2658.148926
	Iteration 17Q: 3 clusters Score -330333.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -330336.093750 Penalty: 2658.148926
	Iteration 18Q: 3 clusters Score -330336.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -330337.750000 Penalty: 2658.148926
	Iteration 19Q: 3 clusters Score -330337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -330339.906250 Penalty: 2658.148926
	Iteration 20F: 3 clusters Score -330339.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -330341.031250 Penalty: 2658.148926
	Iteration 21Q: 3 clusters Score -330341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -330344.187500 Penalty: 2658.148926
	Iteration 22Q: 3 clusters Score -330344.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -330345.875000 Penalty: 2658.148926
	Iteration 23Q: 3 clusters Score -330345.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -330347.812500 Penalty: 2658.148926
	Iteration 24Q: 3 clusters Score -330347.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -330348.812500 Penalty: 2658.148926
	Iteration 25Q: 3 clusters Score -330348.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -330349.750000 Penalty: 2658.148926
	Iteration 26Q: 3 clusters Score -330349.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -330351.093750 Penalty: 2658.148926
	Iteration 27Q: 3 clusters Score -330351.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -330351.875000 Penalty: 2658.148926
	Iteration 28Q: 3 clusters Score -330351.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -330352.031250 Penalty: 2658.148926
	Iteration 29Q: 3 clusters Score -330352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -330352.500000 Penalty: 2658.148926
	Iteration 30Q: 3 clusters Score -330352.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -330352.500000 Penalty: 2658.148926
	Iteration 31F: 3 clusters Score -330352.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (146975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146975 members 
Entering Unmasked Estep 
Score: -14936987.000000 Penalty: 1933.427856
	Iteration 0F: 2 clusters Score -1.493699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73566 members 
Mstep: Class 2 contains 73409 members 
Entering Unmasked Estep 
Score: -14839112.000000 Penalty: 3866.855713
	Iteration 0F: 3 clusters Score -1.483911e+07 nChanged 70887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74541 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -14879824.000000 Penalty: 3866.855713
	Iteration 1F: 3 clusters Score -1.487982e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74982 members 
Mstep: Class 2 contains 71993 members 
Entering Unmasked Estep 
Score: -14880508.000000 Penalty: 3866.855713
	Iteration 2Q: 3 clusters Score -1.488051e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75695 members 
Mstep: Class 2 contains 71280 members 
Entering Unmasked Estep 
Score: -14881224.000000 Penalty: 3866.855713
	Iteration 3Q: 3 clusters Score -1.488122e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76805 members 
Mstep: Class 2 contains 70170 members 
Entering Unmasked Estep 
Score: -14882201.000000 Penalty: 3866.855713
	Iteration 4Q: 3 clusters Score -1.48822e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78457 members 
Mstep: Class 2 contains 68518 members 
Entering Unmasked Estep 
Score: -14883559.000000 Penalty: 3866.855713
	Iteration 5Q: 3 clusters Score -1.488356e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80893 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -14885554.000000 Penalty: 3866.855713
	Iteration 6Q: 3 clusters Score -1.488555e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 62672 members 
Entering Unmasked Estep 
Score: -14888660.000000 Penalty: 3866.855713
	Iteration 7Q: 3 clusters Score -1.488866e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88767 members 
Mstep: Class 2 contains 58208 members 
Entering Unmasked Estep 
Score: -14893600.000000 Penalty: 3866.855713
	Iteration 8F: 3 clusters Score -1.48936e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93756 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -14900168.000000 Penalty: 3866.855713
	Iteration 9F: 3 clusters Score -1.490017e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98469 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -14907582.000000 Penalty: 3866.855713
	Iteration 10F: 3 clusters Score -1.490758e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101965 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -14913200.000000 Penalty: 3866.855713
	Iteration 11F: 3 clusters Score -1.49132e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104591 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -14915792.000000 Penalty: 3866.855713
	Iteration 12Q: 3 clusters Score -1.491579e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106960 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -14917084.000000 Penalty: 3866.855713
	Iteration 13Q: 3 clusters Score -1.491708e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109365 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -14917975.000000 Penalty: 3866.855713
	Iteration 14Q: 3 clusters Score -1.491798e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111740 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -14918728.000000 Penalty: 3866.855713
	Iteration 15Q: 3 clusters Score -1.491873e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114223 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -14919635.000000 Penalty: 3866.855713
	Iteration 16Q: 3 clusters Score -1.491964e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116800 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -14920479.000000 Penalty: 3866.855713
	Iteration 17Q: 3 clusters Score -1.492048e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119454 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -14921379.000000 Penalty: 3866.855713
	Iteration 18Q: 3 clusters Score -1.492138e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122185 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -14922527.000000 Penalty: 3866.855713
	Iteration 19Q: 3 clusters Score -1.492253e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124950 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -14923709.000000 Penalty: 3866.855713
	Iteration 20F: 3 clusters Score -1.492371e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127620 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -14924951.000000 Penalty: 3866.855713
	Iteration 21Q: 3 clusters Score -1.492495e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130234 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -14926107.000000 Penalty: 3866.855713
	Iteration 22Q: 3 clusters Score -1.492611e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132859 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -14927419.000000 Penalty: 3866.855713
	Iteration 23Q: 3 clusters Score -1.492742e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135414 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -14928883.000000 Penalty: 3866.855713
	Iteration 24Q: 3 clusters Score -1.492888e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137778 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -14930256.000000 Penalty: 3866.855713
	Iteration 25Q: 3 clusters Score -1.493026e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139812 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -14931445.000000 Penalty: 3866.855713
	Iteration 26Q: 3 clusters Score -1.493144e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141572 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -14932513.000000 Penalty: 3866.855713
	Iteration 27Q: 3 clusters Score -1.493251e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143005 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -14933354.000000 Penalty: 3866.855713
	Iteration 28Q: 3 clusters Score -1.493335e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144111 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -14934027.000000 Penalty: 3866.855713
	Iteration 29Q: 3 clusters Score -1.493403e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144902 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -14934462.000000 Penalty: 3866.855713
	Iteration 30Q: 3 clusters Score -1.493446e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145428 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -14934698.000000 Penalty: 3866.855713
	Iteration 31Q: 3 clusters Score -1.49347e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145784 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -14934866.000000 Penalty: 3866.855713
	Iteration 32Q: 3 clusters Score -1.493487e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146025 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -14934993.000000 Penalty: 3866.855713
	Iteration 33Q: 3 clusters Score -1.493499e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146182 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -14935103.000000 Penalty: 3866.855713
	Iteration 34Q: 3 clusters Score -1.49351e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146283 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -14935149.000000 Penalty: 3866.855713
	Iteration 35Q: 3 clusters Score -1.493515e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146358 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -14935205.000000 Penalty: 3866.855713
	Iteration 36Q: 3 clusters Score -1.49352e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146405 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -14935245.000000 Penalty: 3866.855713
	Iteration 37Q: 3 clusters Score -1.493524e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146436 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -14935267.000000 Penalty: 3866.855713
	Iteration 38Q: 3 clusters Score -1.493527e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146462 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -14935288.000000 Penalty: 3866.855713
	Iteration 39Q: 3 clusters Score -1.493529e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146484 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -14935297.000000 Penalty: 3866.855713
	Iteration 40F: 3 clusters Score -1.49353e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146504 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -14935321.000000 Penalty: 3866.855713
	Iteration 41Q: 3 clusters Score -1.493532e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146516 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -14935342.000000 Penalty: 3866.855713
	Iteration 42Q: 3 clusters Score -1.493534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146527 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -14935350.000000 Penalty: 3866.855713
	Iteration 43Q: 3 clusters Score -1.493535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146531 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -14935355.000000 Penalty: 3866.855713
	Iteration 44Q: 3 clusters Score -1.493536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146536 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -14935358.000000 Penalty: 3866.855713
	Iteration 45Q: 3 clusters Score -1.493536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146541 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -14935362.000000 Penalty: 3866.855713
	Iteration 46Q: 3 clusters Score -1.493536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146542 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -14935357.000000 Penalty: 3866.855713
	Iteration 47Q: 3 clusters Score -1.493536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146544 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -14935361.000000 Penalty: 3866.855713
	Iteration 48Q: 3 clusters Score -1.493536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146547 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -14935364.000000 Penalty: 3866.855713
	Iteration 49Q: 3 clusters Score -1.493536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146552 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -14935368.000000 Penalty: 3866.855713
	Iteration 50Q: 3 clusters Score -1.493537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146558 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -14935378.000000 Penalty: 3866.855713
	Iteration 51Q: 3 clusters Score -1.493538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146558 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -14935367.000000 Penalty: 3866.855713
	Iteration 52Q: 3 clusters Score -1.493537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146559 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -14935377.000000 Penalty: 3866.855713
	Iteration 53Q: 3 clusters Score -1.493538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146560 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -14935376.000000 Penalty: 3866.855713
	Iteration 54Q: 3 clusters Score -1.493538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146561 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -14935378.000000 Penalty: 3866.855713
	Iteration 55Q: 3 clusters Score -1.493538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146561 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -14935383.000000 Penalty: 3866.855713
	Iteration 56Q: 3 clusters Score -1.493538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146560 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -14935375.000000 Penalty: 3866.855713
	Iteration 57Q: 3 clusters Score -1.493538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146559 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -14935379.000000 Penalty: 3866.855713
	Iteration 58Q: 3 clusters Score -1.493538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146559 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -14935379.000000 Penalty: 3866.855713
	Iteration 59F: 3 clusters Score -1.493538e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (81888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81888 members 
Entering Unmasked Estep 
Score: -8417963.000000 Penalty: 1838.380005
	Iteration 0F: 2 clusters Score -8417963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -8363226.000000 Penalty: 3676.760010
	Iteration 0F: 3 clusters Score -8363226 nChanged 39124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -8385864.500000 Penalty: 3676.760010
	Iteration 1F: 3 clusters Score -8385864 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -8386515.000000 Penalty: 3676.760010
	Iteration 2Q: 3 clusters Score -8386515 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -8387317.500000 Penalty: 3676.760010
	Iteration 3Q: 3 clusters Score -8387318 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -8388592.500000 Penalty: 3676.760010
	Iteration 4Q: 3 clusters Score -8388592 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -8390582.000000 Penalty: 3676.760010
	Iteration 5Q: 3 clusters Score -8390582 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54617 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -8393871.000000 Penalty: 3676.760010
	Iteration 6F: 3 clusters Score -8393871 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -8398165.000000 Penalty: 3676.760010
	Iteration 7F: 3 clusters Score -8398165 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65566 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -8403268.000000 Penalty: 3676.760010
	Iteration 8F: 3 clusters Score -8403268 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70752 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -8407827.000000 Penalty: 3676.760010
	Iteration 9F: 3 clusters Score -8407827 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74706 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -8411149.000000 Penalty: 3676.760010
	Iteration 10Q: 3 clusters Score -8411149 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77350 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -8413241.000000 Penalty: 3676.760010
	Iteration 11Q: 3 clusters Score -8413241 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79040 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -8414485.000000 Penalty: 3676.760010
	Iteration 12Q: 3 clusters Score -8414485 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80103 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -8415259.000000 Penalty: 3676.760010
	Iteration 13Q: 3 clusters Score -8415259 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80729 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8415744.000000 Penalty: 3676.760010
	Iteration 14Q: 3 clusters Score -8415744 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81056 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8416010.000000 Penalty: 3676.760010
	Iteration 15Q: 3 clusters Score -8416010 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81239 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8416150.000000 Penalty: 3676.760010
	Iteration 16Q: 3 clusters Score -8416150 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81344 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8416237.000000 Penalty: 3676.760010
	Iteration 17Q: 3 clusters Score -8416237 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81395 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8416276.000000 Penalty: 3676.760010
	Iteration 18Q: 3 clusters Score -8416276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81428 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8416314.000000 Penalty: 3676.760010
	Iteration 19Q: 3 clusters Score -8416314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81458 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8416336.000000 Penalty: 3676.760010
	Iteration 20F: 3 clusters Score -8416336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81474 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8416363.000000 Penalty: 3676.760010
	Iteration 21Q: 3 clusters Score -8416363 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81486 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8416378.000000 Penalty: 3676.760010
	Iteration 22Q: 3 clusters Score -8416378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81489 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8416389.000000 Penalty: 3676.760010
	Iteration 23Q: 3 clusters Score -8416389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81492 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8416395.000000 Penalty: 3676.760010
	Iteration 24Q: 3 clusters Score -8416395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81495 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8416398.000000 Penalty: 3676.760010
	Iteration 25Q: 3 clusters Score -8416398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81497 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8416396.000000 Penalty: 3676.760010
	Iteration 26Q: 3 clusters Score -8416396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81497 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8416396.000000 Penalty: 3676.760010
	Iteration 27F: 3 clusters Score -8416396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Entering Unmasked Estep 
Score: -184760.015625 Penalty: 1212.329712
	Iteration 0F: 2 clusters Score -184760 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 892 members 
Entering Unmasked Estep 
Score: -182819.578125 Penalty: 2424.659424
	Iteration 0F: 3 clusters Score -182819.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -183192.640625 Penalty: 2424.659424
	Iteration 1F: 3 clusters Score -183192.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -183287.093750 Penalty: 2424.659424
	Iteration 2F: 3 clusters Score -183287.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -183343.984375 Penalty: 2424.659424
	Iteration 3Q: 3 clusters Score -183344 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -183380.187500 Penalty: 2424.659424
	Iteration 4Q: 3 clusters Score -183380.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -183402.109375 Penalty: 2424.659424
	Iteration 5Q: 3 clusters Score -183402.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -183412.453125 Penalty: 2424.659424
	Iteration 6Q: 3 clusters Score -183412.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -183419.781250 Penalty: 2424.659424
	Iteration 7Q: 3 clusters Score -183419.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -183425.296875 Penalty: 2424.659424
	Iteration 8Q: 3 clusters Score -183425.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -183430.578125 Penalty: 2424.659424
	Iteration 9Q: 3 clusters Score -183430.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -183435.968750 Penalty: 2424.659424
	Iteration 10Q: 3 clusters Score -183436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -183441.250000 Penalty: 2424.659424
	Iteration 11Q: 3 clusters Score -183441.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -183448.531250 Penalty: 2424.659424
	Iteration 12Q: 3 clusters Score -183448.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -183452.859375 Penalty: 2424.659424
	Iteration 13Q: 3 clusters Score -183452.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -183457.625000 Penalty: 2424.659424
	Iteration 14Q: 3 clusters Score -183457.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -183464.953125 Penalty: 2424.659424
	Iteration 15Q: 3 clusters Score -183465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -183470.250000 Penalty: 2424.659424
	Iteration 16Q: 3 clusters Score -183470.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -183474.484375 Penalty: 2424.659424
	Iteration 17Q: 3 clusters Score -183474.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -183477.078125 Penalty: 2424.659424
	Iteration 18Q: 3 clusters Score -183477.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -183478.546875 Penalty: 2424.659424
	Iteration 19Q: 3 clusters Score -183478.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -183479.421875 Penalty: 2424.659424
	Iteration 20F: 3 clusters Score -183479.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -183480.359375 Penalty: 2424.659424
	Iteration 21Q: 3 clusters Score -183480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -183482.250000 Penalty: 2424.659424
	Iteration 22Q: 3 clusters Score -183482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -183483.625000 Penalty: 2424.659424
	Iteration 23Q: 3 clusters Score -183483.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -183484.484375 Penalty: 2424.659424
	Iteration 24Q: 3 clusters Score -183484.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -183484.484375 Penalty: 2424.659424
	Iteration 25F: 3 clusters Score -183484.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Entering Unmasked Estep 
Score: -447224.500000 Penalty: 1360.964966
	Iteration 0F: 2 clusters Score -447224.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -443597.875000 Penalty: 2721.929932
	Iteration 0F: 3 clusters Score -443597.9 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -444533.531250 Penalty: 2721.929932
	Iteration 1F: 3 clusters Score -444533.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -444677.343750 Penalty: 2721.929932
	Iteration 2F: 3 clusters Score -444677.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -444776.406250 Penalty: 2721.929932
	Iteration 3Q: 3 clusters Score -444776.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -444859.718750 Penalty: 2721.929932
	Iteration 4Q: 3 clusters Score -444859.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -444944.343750 Penalty: 2721.929932
	Iteration 5Q: 3 clusters Score -444944.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -445043.375000 Penalty: 2721.929932
	Iteration 6Q: 3 clusters Score -445043.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -445179.531250 Penalty: 2721.929932
	Iteration 7Q: 3 clusters Score -445179.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -445343.468750 Penalty: 2721.929932
	Iteration 8Q: 3 clusters Score -445343.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -445470.187500 Penalty: 2721.929932
	Iteration 9Q: 3 clusters Score -445470.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -445560.906250 Penalty: 2721.929932
	Iteration 10Q: 3 clusters Score -445560.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -445649.187500 Penalty: 2721.929932
	Iteration 11Q: 3 clusters Score -445649.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -445721.031250 Penalty: 2721.929932
	Iteration 12Q: 3 clusters Score -445721 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -445778.625000 Penalty: 2721.929932
	Iteration 13Q: 3 clusters Score -445778.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -445825.562500 Penalty: 2721.929932
	Iteration 14Q: 3 clusters Score -445825.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -445869.625000 Penalty: 2721.929932
	Iteration 15Q: 3 clusters Score -445869.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -445908.750000 Penalty: 2721.929932
	Iteration 16Q: 3 clusters Score -445908.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -445934.718750 Penalty: 2721.929932
	Iteration 17Q: 3 clusters Score -445934.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -445955.718750 Penalty: 2721.929932
	Iteration 18Q: 3 clusters Score -445955.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -445970.062500 Penalty: 2721.929932
	Iteration 19Q: 3 clusters Score -445970.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -445978.125000 Penalty: 2721.929932
	Iteration 20F: 3 clusters Score -445978.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -445982.750000 Penalty: 2721.929932
	Iteration 21Q: 3 clusters Score -445982.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -445988.781250 Penalty: 2721.929932
	Iteration 22Q: 3 clusters Score -445988.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -445991.781250 Penalty: 2721.929932
	Iteration 23Q: 3 clusters Score -445991.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -445994.968750 Penalty: 2721.929932
	Iteration 24Q: 3 clusters Score -445995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -446000.750000 Penalty: 2721.929932
	Iteration 25Q: 3 clusters Score -446000.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -446006.656250 Penalty: 2721.929932
	Iteration 26Q: 3 clusters Score -446006.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -446011.187500 Penalty: 2721.929932
	Iteration 27Q: 3 clusters Score -446011.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -446015.093750 Penalty: 2721.929932
	Iteration 28Q: 3 clusters Score -446015.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -446018.781250 Penalty: 2721.929932
	Iteration 29Q: 3 clusters Score -446018.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -446020.406250 Penalty: 2721.929932
	Iteration 30Q: 3 clusters Score -446020.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -446024.125000 Penalty: 2721.929932
	Iteration 31Q: 3 clusters Score -446024.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -446029.281250 Penalty: 2721.929932
	Iteration 32Q: 3 clusters Score -446029.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -446037.906250 Penalty: 2721.929932
	Iteration 33Q: 3 clusters Score -446037.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -446042.875000 Penalty: 2721.929932
	Iteration 34Q: 3 clusters Score -446042.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -446046.062500 Penalty: 2721.929932
	Iteration 35Q: 3 clusters Score -446046.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -446048.406250 Penalty: 2721.929932
	Iteration 36Q: 3 clusters Score -446048.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -446049.937500 Penalty: 2721.929932
	Iteration 37Q: 3 clusters Score -446049.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -446052.718750 Penalty: 2721.929932
	Iteration 38Q: 3 clusters Score -446052.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -446054.125000 Penalty: 2721.929932
	Iteration 39Q: 3 clusters Score -446054.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -446054.937500 Penalty: 2721.929932
	Iteration 40F: 3 clusters Score -446054.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -446056.312500 Penalty: 2721.929932
	Iteration 41Q: 3 clusters Score -446056.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -446057.093750 Penalty: 2721.929932
	Iteration 42Q: 3 clusters Score -446057.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -446061.062500 Penalty: 2721.929932
	Iteration 43Q: 3 clusters Score -446061.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -446064.312500 Penalty: 2721.929932
	Iteration 44Q: 3 clusters Score -446064.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -446067.812500 Penalty: 2721.929932
	Iteration 45Q: 3 clusters Score -446067.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -446071.062500 Penalty: 2721.929932
	Iteration 46Q: 3 clusters Score -446071.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -446074.250000 Penalty: 2721.929932
	Iteration 47Q: 3 clusters Score -446074.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -446077.468750 Penalty: 2721.929932
	Iteration 48Q: 3 clusters Score -446077.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -446077.750000 Penalty: 2721.929932
	Iteration 49Q: 3 clusters Score -446077.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -446079.156250 Penalty: 2721.929932
	Iteration 50Q: 3 clusters Score -446079.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -446080.593750 Penalty: 2721.929932
	Iteration 51Q: 3 clusters Score -446080.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -446081.250000 Penalty: 2721.929932
	Iteration 52Q: 3 clusters Score -446081.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -446082.281250 Penalty: 2721.929932
	Iteration 53Q: 3 clusters Score -446082.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -446082.531250 Penalty: 2721.929932
	Iteration 54Q: 3 clusters Score -446082.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -446082.375000 Penalty: 2721.929932
	Iteration 55Q: 3 clusters Score -446082.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -446084.750000 Penalty: 2721.929932
	Iteration 56Q: 3 clusters Score -446084.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -446086.531250 Penalty: 2721.929932
	Iteration 57Q: 3 clusters Score -446086.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -446089.187500 Penalty: 2721.929932
	Iteration 58Q: 3 clusters Score -446089.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -446091.156250 Penalty: 2721.929932
	Iteration 59Q: 3 clusters Score -446091.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -446095.000000 Penalty: 2721.929932
	Iteration 60F: 3 clusters Score -446095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -446097.656250 Penalty: 2721.929932
	Iteration 61Q: 3 clusters Score -446097.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -446100.125000 Penalty: 2721.929932
	Iteration 62Q: 3 clusters Score -446100.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -446102.687500 Penalty: 2721.929932
	Iteration 63Q: 3 clusters Score -446102.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -446105.062500 Penalty: 2721.929932
	Iteration 64Q: 3 clusters Score -446105.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -446108.750000 Penalty: 2721.929932
	Iteration 65Q: 3 clusters Score -446108.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -446110.937500 Penalty: 2721.929932
	Iteration 66Q: 3 clusters Score -446110.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -446113.156250 Penalty: 2721.929932
	Iteration 67Q: 3 clusters Score -446113.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -446115.125000 Penalty: 2721.929932
	Iteration 68Q: 3 clusters Score -446115.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -446117.968750 Penalty: 2721.929932
	Iteration 69Q: 3 clusters Score -446118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -446119.812500 Penalty: 2721.929932
	Iteration 70Q: 3 clusters Score -446119.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -446121.656250 Penalty: 2721.929932
	Iteration 71Q: 3 clusters Score -446121.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -446123.937500 Penalty: 2721.929932
	Iteration 72Q: 3 clusters Score -446123.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -446126.750000 Penalty: 2721.929932
	Iteration 73Q: 3 clusters Score -446126.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -446127.375000 Penalty: 2721.929932
	Iteration 74Q: 3 clusters Score -446127.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -446129.281250 Penalty: 2721.929932
	Iteration 75Q: 3 clusters Score -446129.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -446130.781250 Penalty: 2721.929932
	Iteration 76Q: 3 clusters Score -446130.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -446130.437500 Penalty: 2721.929932
	Iteration 77Q: 3 clusters Score -446130.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -446133.156250 Penalty: 2721.929932
	Iteration 78Q: 3 clusters Score -446133.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -446134.656250 Penalty: 2721.929932
	Iteration 79Q: 3 clusters Score -446134.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -446137.187500 Penalty: 2721.929932
	Iteration 80F: 3 clusters Score -446137.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -446139.843750 Penalty: 2721.929932
	Iteration 81Q: 3 clusters Score -446139.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -446141.656250 Penalty: 2721.929932
	Iteration 82Q: 3 clusters Score -446141.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -446143.968750 Penalty: 2721.929932
	Iteration 83Q: 3 clusters Score -446144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -446146.718750 Penalty: 2721.929932
	Iteration 84Q: 3 clusters Score -446146.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -446149.125000 Penalty: 2721.929932
	Iteration 85Q: 3 clusters Score -446149.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -446151.343750 Penalty: 2721.929932
	Iteration 86Q: 3 clusters Score -446151.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -446152.718750 Penalty: 2721.929932
	Iteration 87Q: 3 clusters Score -446152.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -446154.250000 Penalty: 2721.929932
	Iteration 88Q: 3 clusters Score -446154.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -446154.812500 Penalty: 2721.929932
	Iteration 89Q: 3 clusters Score -446154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -446155.437500 Penalty: 2721.929932
	Iteration 90Q: 3 clusters Score -446155.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -446155.187500 Penalty: 2721.929932
	Iteration 91Q: 3 clusters Score -446155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -446155.812500 Penalty: 2721.929932
	Iteration 92Q: 3 clusters Score -446155.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -446155.531250 Penalty: 2721.929932
	Iteration 93Q: 3 clusters Score -446155.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -446156.218750 Penalty: 2721.929932
	Iteration 94Q: 3 clusters Score -446156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -446156.218750 Penalty: 2721.929932
	Iteration 95F: 3 clusters Score -446156.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (139230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139230 members 
Entering Unmasked Estep 
Score: -14029821.000000 Penalty: 1924.630859
	Iteration 0F: 2 clusters Score -1.402982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69789 members 
Mstep: Class 2 contains 69441 members 
Entering Unmasked Estep 
Score: -13936453.000000 Penalty: 3849.261719
	Iteration 0F: 3 clusters Score -1.393645e+07 nChanged 67054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73513 members 
Mstep: Class 2 contains 65717 members 
Entering Unmasked Estep 
Score: -13976037.000000 Penalty: 3849.261719
	Iteration 1F: 3 clusters Score -1.397604e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75800 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
Score: -13977743.000000 Penalty: 3849.261719
	Iteration 2Q: 3 clusters Score -1.397774e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79002 members 
Mstep: Class 2 contains 60228 members 
Entering Unmasked Estep 
Score: -13980112.000000 Penalty: 3849.261719
	Iteration 3Q: 3 clusters Score -1.398011e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83542 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -13983709.000000 Penalty: 3849.261719
	Iteration 4Q: 3 clusters Score -1.398371e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89316 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
Score: -13988619.000000 Penalty: 3849.261719
	Iteration 5F: 3 clusters Score -1.398862e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96133 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -13995145.000000 Penalty: 3849.261719
	Iteration 6F: 3 clusters Score -1.399514e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103155 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -14002110.000000 Penalty: 3849.261719
	Iteration 7F: 3 clusters Score -1.400211e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109432 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -14008312.000000 Penalty: 3849.261719
	Iteration 8F: 3 clusters Score -1.400831e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114457 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -14012343.000000 Penalty: 3849.261719
	Iteration 9Q: 3 clusters Score -1.401234e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118735 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -14015334.000000 Penalty: 3849.261719
	Iteration 10Q: 3 clusters Score -1.401533e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122441 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -14017609.000000 Penalty: 3849.261719
	Iteration 11Q: 3 clusters Score -1.401761e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125793 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -14019507.000000 Penalty: 3849.261719
	Iteration 12Q: 3 clusters Score -1.401951e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128937 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -14021452.000000 Penalty: 3849.261719
	Iteration 13Q: 3 clusters Score -1.402145e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131694 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -14023242.000000 Penalty: 3849.261719
	Iteration 14Q: 3 clusters Score -1.402324e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133999 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -14024789.000000 Penalty: 3849.261719
	Iteration 15Q: 3 clusters Score -1.402479e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135773 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -14025984.000000 Penalty: 3849.261719
	Iteration 16Q: 3 clusters Score -1.402598e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137046 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -14026843.000000 Penalty: 3849.261719
	Iteration 17Q: 3 clusters Score -1.402684e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137827 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -14027341.000000 Penalty: 3849.261719
	Iteration 18Q: 3 clusters Score -1.402734e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138252 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -14027623.000000 Penalty: 3849.261719
	Iteration 19Q: 3 clusters Score -1.402762e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138487 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -14027784.000000 Penalty: 3849.261719
	Iteration 20F: 3 clusters Score -1.402778e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138620 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -14027885.000000 Penalty: 3849.261719
	Iteration 21Q: 3 clusters Score -1.402788e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138718 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -14027965.000000 Penalty: 3849.261719
	Iteration 22Q: 3 clusters Score -1.402796e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138777 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -14028013.000000 Penalty: 3849.261719
	Iteration 23Q: 3 clusters Score -1.402801e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138818 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -14028049.000000 Penalty: 3849.261719
	Iteration 24Q: 3 clusters Score -1.402805e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138849 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -14028074.000000 Penalty: 3849.261719
	Iteration 25Q: 3 clusters Score -1.402807e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -14028087.000000 Penalty: 3849.261719
	Iteration 26Q: 3 clusters Score -1.402809e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138873 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -14028094.000000 Penalty: 3849.261719
	Iteration 27Q: 3 clusters Score -1.402809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138876 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -14028109.000000 Penalty: 3849.261719
	Iteration 28Q: 3 clusters Score -1.402811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138879 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -14028109.000000 Penalty: 3849.261719
	Iteration 29Q: 3 clusters Score -1.402811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138885 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -14028121.000000 Penalty: 3849.261719
	Iteration 30Q: 3 clusters Score -1.402812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138888 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -14028128.000000 Penalty: 3849.261719
	Iteration 31Q: 3 clusters Score -1.402813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138890 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -14028129.000000 Penalty: 3849.261719
	Iteration 32Q: 3 clusters Score -1.402813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138891 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -14028127.000000 Penalty: 3849.261719
	Iteration 33Q: 3 clusters Score -1.402813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138892 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -14028126.000000 Penalty: 3849.261719
	Iteration 34Q: 3 clusters Score -1.402813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138892 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -14028131.000000 Penalty: 3849.261719
	Iteration 35Q: 3 clusters Score -1.402813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138892 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -14028139.000000 Penalty: 3849.261719
	Iteration 36Q: 3 clusters Score -1.402814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138892 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -14028139.000000 Penalty: 3849.261719
	Iteration 37F: 3 clusters Score -1.402814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (171523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171523 members 
Entering Unmasked Estep 
Score: -17600538.000000 Penalty: 1958.526855
	Iteration 0F: 2 clusters Score -1.760054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85282 members 
Mstep: Class 2 contains 86241 members 
Entering Unmasked Estep 
Score: -17493628.000000 Penalty: 3917.053711
	Iteration 0F: 3 clusters Score -1.749363e+07 nChanged 82822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75880 members 
Mstep: Class 2 contains 95643 members 
Entering Unmasked Estep 
Score: -17543384.000000 Penalty: 3917.053711
	Iteration 1F: 3 clusters Score -1.754338e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69623 members 
Mstep: Class 2 contains 101900 members 
Entering Unmasked Estep 
Score: -17545942.000000 Penalty: 3917.053711
	Iteration 2Q: 3 clusters Score -1.754594e+07 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 111296 members 
Entering Unmasked Estep 
Score: -17550774.000000 Penalty: 3917.053711
	Iteration 3F: 3 clusters Score -1.755077e+07 nChanged 13510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 124648 members 
Entering Unmasked Estep 
Score: -17560122.000000 Penalty: 3917.053711
	Iteration 4F: 3 clusters Score -1.756012e+07 nChanged 16035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 140641 members 
Entering Unmasked Estep 
Score: -17573786.000000 Penalty: 3917.053711
	Iteration 5F: 3 clusters Score -1.757379e+07 nChanged 15054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 155683 members 
Entering Unmasked Estep 
Score: -17587758.000000 Penalty: 3917.053711
	Iteration 6F: 3 clusters Score -1.758776e+07 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 165786 members 
Entering Unmasked Estep 
Score: -17595636.000000 Penalty: 3917.053711
	Iteration 7F: 3 clusters Score -1.759564e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 169802 members 
Entering Unmasked Estep 
Score: -17597922.000000 Penalty: 3917.053711
	Iteration 8Q: 3 clusters Score -1.759792e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 170886 members 
Entering Unmasked Estep 
Score: -17598676.000000 Penalty: 3917.053711
	Iteration 9Q: 3 clusters Score -1.759868e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 171144 members 
Entering Unmasked Estep 
Score: -17598864.000000 Penalty: 3917.053711
	Iteration 10Q: 3 clusters Score -1.759886e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 171216 members 
Entering Unmasked Estep 
Score: -17598952.000000 Penalty: 3917.053711
	Iteration 11Q: 3 clusters Score -1.759895e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 171237 members 
Entering Unmasked Estep 
Score: -17599024.000000 Penalty: 3917.053711
	Iteration 12Q: 3 clusters Score -1.759902e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 171245 members 
Entering Unmasked Estep 
Score: -17599030.000000 Penalty: 3917.053711
	Iteration 13Q: 3 clusters Score -1.759903e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 171255 members 
Entering Unmasked Estep 
Score: -17599078.000000 Penalty: 3917.053711
	Iteration 14Q: 3 clusters Score -1.759908e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 171261 members 
Entering Unmasked Estep 
Score: -17599078.000000 Penalty: 3917.053711
	Iteration 15Q: 3 clusters Score -1.759908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 171257 members 
Entering Unmasked Estep 
Score: -17599070.000000 Penalty: 3917.053711
	Iteration 16Q: 3 clusters Score -1.759907e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 171255 members 
Entering Unmasked Estep 
Score: -17599062.000000 Penalty: 3917.053711
	Iteration 17Q: 3 clusters Score -1.759906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 171252 members 
Entering Unmasked Estep 
Score: -17599066.000000 Penalty: 3917.053711
	Iteration 18Q: 3 clusters Score -1.759907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 171250 members 
Entering Unmasked Estep 
Score: -17599066.000000 Penalty: 3917.053711
	Iteration 19Q: 3 clusters Score -1.759907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 171251 members 
Entering Unmasked Estep 
Score: -17599066.000000 Penalty: 3917.053711
	Iteration 20F: 3 clusters Score -1.759907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 171251 members 
Entering Unmasked Estep 
Score: -17599072.000000 Penalty: 3917.053711
	Iteration 21Q: 3 clusters Score -1.759907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 171251 members 
Entering Unmasked Estep 
Score: -17599082.000000 Penalty: 3917.053711
	Iteration 22Q: 3 clusters Score -1.759908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 171252 members 
Entering Unmasked Estep 
Score: -17599082.000000 Penalty: 3917.053711
	Iteration 23Q: 3 clusters Score -1.759908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 171252 members 
Entering Unmasked Estep 
Score: -17599082.000000 Penalty: 3917.053711
	Iteration 24F: 3 clusters Score -1.759908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Entering Unmasked Estep 
Score: -1557310.875000 Penalty: 1563.486572
	Iteration 0F: 2 clusters Score -1557311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1546874.125000 Penalty: 3126.973145
	Iteration 0F: 3 clusters Score -1546874 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1550747.000000 Penalty: 3126.973145
	Iteration 1F: 3 clusters Score -1550747 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1551311.000000 Penalty: 3126.973145
	Iteration 2F: 3 clusters Score -1551311 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1551781.000000 Penalty: 3126.973145
	Iteration 3F: 3 clusters Score -1551781 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1552199.250000 Penalty: 3126.973145
	Iteration 4F: 3 clusters Score -1552199 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1552646.375000 Penalty: 3126.973145
	Iteration 5F: 3 clusters Score -1552646 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1553116.750000 Penalty: 3126.973145
	Iteration 6F: 3 clusters Score -1553117 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1553619.625000 Penalty: 3126.973145
	Iteration 7Q: 3 clusters Score -1553620 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1554136.250000 Penalty: 3126.973145
	Iteration 8Q: 3 clusters Score -1554136 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1554595.125000 Penalty: 3126.973145
	Iteration 9Q: 3 clusters Score -1554595 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1554964.375000 Penalty: 3126.973145
	Iteration 10Q: 3 clusters Score -1554964 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1555216.875000 Penalty: 3126.973145
	Iteration 11Q: 3 clusters Score -1555217 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1555406.750000 Penalty: 3126.973145
	Iteration 12Q: 3 clusters Score -1555407 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1555563.500000 Penalty: 3126.973145
	Iteration 13Q: 3 clusters Score -1555564 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1555697.500000 Penalty: 3126.973145
	Iteration 14Q: 3 clusters Score -1555698 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1555809.375000 Penalty: 3126.973145
	Iteration 15Q: 3 clusters Score -1555809 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1555904.750000 Penalty: 3126.973145
	Iteration 16Q: 3 clusters Score -1555905 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1555985.375000 Penalty: 3126.973145
	Iteration 17Q: 3 clusters Score -1555985 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1556036.750000 Penalty: 3126.973145
	Iteration 18Q: 3 clusters Score -1556037 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1556086.250000 Penalty: 3126.973145
	Iteration 19Q: 3 clusters Score -1556086 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1556137.375000 Penalty: 3126.973145
	Iteration 20F: 3 clusters Score -1556137 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1556166.875000 Penalty: 3126.973145
	Iteration 21Q: 3 clusters Score -1556167 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1556195.500000 Penalty: 3126.973145
	Iteration 22Q: 3 clusters Score -1556196 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1556212.250000 Penalty: 3126.973145
	Iteration 23Q: 3 clusters Score -1556212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1556229.375000 Penalty: 3126.973145
	Iteration 24Q: 3 clusters Score -1556229 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1556237.750000 Penalty: 3126.973145
	Iteration 25Q: 3 clusters Score -1556238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1556249.750000 Penalty: 3126.973145
	Iteration 26Q: 3 clusters Score -1556250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1556256.375000 Penalty: 3126.973145
	Iteration 27Q: 3 clusters Score -1556256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1556268.875000 Penalty: 3126.973145
	Iteration 28Q: 3 clusters Score -1556269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1556281.875000 Penalty: 3126.973145
	Iteration 29Q: 3 clusters Score -1556282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1556290.500000 Penalty: 3126.973145
	Iteration 30Q: 3 clusters Score -1556290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1556295.375000 Penalty: 3126.973145
	Iteration 31Q: 3 clusters Score -1556295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1556296.875000 Penalty: 3126.973145
	Iteration 32Q: 3 clusters Score -1556297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1556296.625000 Penalty: 3126.973145
	Iteration 33Q: 3 clusters Score -1556297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1556301.250000 Penalty: 3126.973145
	Iteration 34Q: 3 clusters Score -1556301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1556300.625000 Penalty: 3126.973145
	Iteration 35Q: 3 clusters Score -1556301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1556301.125000 Penalty: 3126.973145
	Iteration 36Q: 3 clusters Score -1556301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1556300.750000 Penalty: 3126.973145
	Iteration 37Q: 3 clusters Score -1556301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1556301.000000 Penalty: 3126.973145
	Iteration 38Q: 3 clusters Score -1556301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1556301.750000 Penalty: 3126.973145
	Iteration 39Q: 3 clusters Score -1556302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1556305.750000 Penalty: 3126.973145
	Iteration 40F: 3 clusters Score -1556306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1556303.375000 Penalty: 3126.973145
	Iteration 41Q: 3 clusters Score -1556303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1556301.500000 Penalty: 3126.973145
	Iteration 42Q: 3 clusters Score -1556302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1556306.000000 Penalty: 3126.973145
	Iteration 43Q: 3 clusters Score -1556306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1556307.125000 Penalty: 3126.973145
	Iteration 44Q: 3 clusters Score -1556307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1556305.875000 Penalty: 3126.973145
	Iteration 45Q: 3 clusters Score -1556306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1556305.875000 Penalty: 3126.973145
	Iteration 46F: 3 clusters Score -1556306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160649 members 
Entering Unmasked Estep 
Score: -16189587.000000 Penalty: 1947.883911
	Iteration 0F: 2 clusters Score -1.618959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80185 members 
Mstep: Class 2 contains 80464 members 
Entering Unmasked Estep 
Score: -16083704.000000 Penalty: 3895.767822
	Iteration 0F: 3 clusters Score -1.60837e+07 nChanged 77784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77735 members 
Mstep: Class 2 contains 82914 members 
Entering Unmasked Estep 
Score: -16129014.000000 Penalty: 3895.767822
	Iteration 1F: 3 clusters Score -1.612901e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76044 members 
Mstep: Class 2 contains 84605 members 
Entering Unmasked Estep 
Score: -16129667.000000 Penalty: 3895.767822
	Iteration 2Q: 3 clusters Score -1.612967e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73398 members 
Mstep: Class 2 contains 87251 members 
Entering Unmasked Estep 
Score: -16130449.000000 Penalty: 3895.767822
	Iteration 3Q: 3 clusters Score -1.613045e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 91384 members 
Entering Unmasked Estep 
Score: -16131939.000000 Penalty: 3895.767822
	Iteration 4Q: 3 clusters Score -1.613194e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62753 members 
Mstep: Class 2 contains 97896 members 
Entering Unmasked Estep 
Score: -16135021.000000 Penalty: 3895.767822
	Iteration 5Q: 3 clusters Score -1.613502e+07 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53127 members 
Mstep: Class 2 contains 107522 members 
Entering Unmasked Estep 
Score: -16140757.000000 Penalty: 3895.767822
	Iteration 6F: 3 clusters Score -1.614076e+07 nChanged 13076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 120322 members 
Entering Unmasked Estep 
Score: -16150430.000000 Penalty: 3895.767822
	Iteration 7F: 3 clusters Score -1.615043e+07 nChanged 14435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 134601 members 
Entering Unmasked Estep 
Score: -16163491.000000 Penalty: 3895.767822
	Iteration 8F: 3 clusters Score -1.616349e+07 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 146761 members 
Entering Unmasked Estep 
Score: -16176039.000000 Penalty: 3895.767822
	Iteration 9F: 3 clusters Score -1.617604e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 154691 members 
Entering Unmasked Estep 
Score: -16183763.000000 Penalty: 3895.767822
	Iteration 10Q: 3 clusters Score -1.618376e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 158621 members 
Entering Unmasked Estep 
Score: -16186868.000000 Penalty: 3895.767822
	Iteration 11Q: 3 clusters Score -1.618687e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 159943 members 
Entering Unmasked Estep 
Score: -16187677.000000 Penalty: 3895.767822
	Iteration 12Q: 3 clusters Score -1.618768e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 160296 members 
Entering Unmasked Estep 
Score: -16187874.000000 Penalty: 3895.767822
	Iteration 13Q: 3 clusters Score -1.618787e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 160404 members 
Entering Unmasked Estep 
Score: -16187930.000000 Penalty: 3895.767822
	Iteration 14Q: 3 clusters Score -1.618793e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 160446 members 
Entering Unmasked Estep 
Score: -16187966.000000 Penalty: 3895.767822
	Iteration 15Q: 3 clusters Score -1.618797e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 160455 members 
Entering Unmasked Estep 
Score: -16187986.000000 Penalty: 3895.767822
	Iteration 16Q: 3 clusters Score -1.618799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 160459 members 
Entering Unmasked Estep 
Score: -16187982.000000 Penalty: 3895.767822
	Iteration 17Q: 3 clusters Score -1.618798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 160464 members 
Entering Unmasked Estep 
Score: -16187997.000000 Penalty: 3895.767822
	Iteration 18Q: 3 clusters Score -1.6188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 160467 members 
Entering Unmasked Estep 
Score: -16187991.000000 Penalty: 3895.767822
	Iteration 19Q: 3 clusters Score -1.618799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 160467 members 
Entering Unmasked Estep 
Score: -16187991.000000 Penalty: 3895.767822
	Iteration 20F: 3 clusters Score -1.618799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (117008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117008 members 
Entering Unmasked Estep 
Score: -12010871.000000 Penalty: 1896.374512
	Iteration 0F: 2 clusters Score -1.201087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58573 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -11933195.000000 Penalty: 3792.749023
	Iteration 0F: 3 clusters Score -1.19332e+07 nChanged 55978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 56411 members 
Entering Unmasked Estep 
Score: -11966049.000000 Penalty: 3792.749023
	Iteration 1F: 3 clusters Score -1.196605e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62411 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -11967394.000000 Penalty: 3792.749023
	Iteration 2Q: 3 clusters Score -1.196739e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -11969646.000000 Penalty: 3792.749023
	Iteration 3Q: 3 clusters Score -1.196965e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69026 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -11973042.000000 Penalty: 3792.749023
	Iteration 4F: 3 clusters Score -1.197304e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74157 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -11978128.000000 Penalty: 3792.749023
	Iteration 5F: 3 clusters Score -1.197813e+07 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80415 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -11984402.000000 Penalty: 3792.749023
	Iteration 6F: 3 clusters Score -1.19844e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87038 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -11990658.000000 Penalty: 3792.749023
	Iteration 7F: 3 clusters Score -1.199066e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93062 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -11996374.000000 Penalty: 3792.749023
	Iteration 8F: 3 clusters Score -1.199637e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97790 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -12001340.000000 Penalty: 3792.749023
	Iteration 9Q: 3 clusters Score -1.200134e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100971 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -12004841.000000 Penalty: 3792.749023
	Iteration 10Q: 3 clusters Score -1.200484e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102830 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -12006590.000000 Penalty: 3792.749023
	Iteration 11Q: 3 clusters Score -1.200659e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104048 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -12007400.000000 Penalty: 3792.749023
	Iteration 12Q: 3 clusters Score -1.20074e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105117 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -12007901.000000 Penalty: 3792.749023
	Iteration 13Q: 3 clusters Score -1.20079e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106052 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -12008261.000000 Penalty: 3792.749023
	Iteration 14Q: 3 clusters Score -1.200826e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106870 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -12008570.000000 Penalty: 3792.749023
	Iteration 15Q: 3 clusters Score -1.200857e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107614 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -12008796.000000 Penalty: 3792.749023
	Iteration 16Q: 3 clusters Score -1.20088e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108295 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -12008910.000000 Penalty: 3792.749023
	Iteration 17Q: 3 clusters Score -1.200891e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108975 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -12009162.000000 Penalty: 3792.749023
	Iteration 18Q: 3 clusters Score -1.200916e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109560 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -12009338.000000 Penalty: 3792.749023
	Iteration 19Q: 3 clusters Score -1.200934e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110071 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -12009437.000000 Penalty: 3792.749023
	Iteration 20F: 3 clusters Score -1.200944e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110561 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -12009539.000000 Penalty: 3792.749023
	Iteration 21Q: 3 clusters Score -1.200954e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110971 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -12009660.000000 Penalty: 3792.749023
	Iteration 22Q: 3 clusters Score -1.200966e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111328 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -12009775.000000 Penalty: 3792.749023
	Iteration 23Q: 3 clusters Score -1.200978e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111642 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -12009803.000000 Penalty: 3792.749023
	Iteration 24Q: 3 clusters Score -1.20098e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111942 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -12009854.000000 Penalty: 3792.749023
	Iteration 25Q: 3 clusters Score -1.200985e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112212 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -12009917.000000 Penalty: 3792.749023
	Iteration 26Q: 3 clusters Score -1.200992e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112444 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -12009972.000000 Penalty: 3792.749023
	Iteration 27Q: 3 clusters Score -1.200997e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112638 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -12010014.000000 Penalty: 3792.749023
	Iteration 28Q: 3 clusters Score -1.201001e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112815 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -12010054.000000 Penalty: 3792.749023
	Iteration 29Q: 3 clusters Score -1.201005e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112976 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -12010089.000000 Penalty: 3792.749023
	Iteration 30Q: 3 clusters Score -1.201009e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113115 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -12010101.000000 Penalty: 3792.749023
	Iteration 31Q: 3 clusters Score -1.20101e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113231 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -12010112.000000 Penalty: 3792.749023
	Iteration 32Q: 3 clusters Score -1.201011e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113317 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -12010121.000000 Penalty: 3792.749023
	Iteration 33Q: 3 clusters Score -1.201012e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113400 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -12010143.000000 Penalty: 3792.749023
	Iteration 34Q: 3 clusters Score -1.201014e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113473 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -12010151.000000 Penalty: 3792.749023
	Iteration 35Q: 3 clusters Score -1.201015e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113550 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -12010166.000000 Penalty: 3792.749023
	Iteration 36Q: 3 clusters Score -1.201017e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113617 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -12010189.000000 Penalty: 3792.749023
	Iteration 37Q: 3 clusters Score -1.201019e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113692 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -12010173.000000 Penalty: 3792.749023
	Iteration 38Q: 3 clusters Score -1.201017e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113749 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -12010176.000000 Penalty: 3792.749023
	Iteration 39Q: 3 clusters Score -1.201018e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113798 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -12010185.000000 Penalty: 3792.749023
	Iteration 40F: 3 clusters Score -1.201018e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113844 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -12010180.000000 Penalty: 3792.749023
	Iteration 41Q: 3 clusters Score -1.201018e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113886 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -12010193.000000 Penalty: 3792.749023
	Iteration 42Q: 3 clusters Score -1.201019e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113935 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -12010191.000000 Penalty: 3792.749023
	Iteration 43Q: 3 clusters Score -1.201019e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113977 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -12010220.000000 Penalty: 3792.749023
	Iteration 44Q: 3 clusters Score -1.201022e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114019 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -12010210.000000 Penalty: 3792.749023
	Iteration 45Q: 3 clusters Score -1.201021e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114067 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -12010217.000000 Penalty: 3792.749023
	Iteration 46Q: 3 clusters Score -1.201022e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114124 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -12010226.000000 Penalty: 3792.749023
	Iteration 47Q: 3 clusters Score -1.201023e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114171 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -12010243.000000 Penalty: 3792.749023
	Iteration 48Q: 3 clusters Score -1.201024e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114221 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -12010248.000000 Penalty: 3792.749023
	Iteration 49Q: 3 clusters Score -1.201025e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114265 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -12010241.000000 Penalty: 3792.749023
	Iteration 50Q: 3 clusters Score -1.201024e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114294 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -12010240.000000 Penalty: 3792.749023
	Iteration 51Q: 3 clusters Score -1.201024e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114329 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -12010249.000000 Penalty: 3792.749023
	Iteration 52Q: 3 clusters Score -1.201025e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114361 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -12010258.000000 Penalty: 3792.749023
	Iteration 53Q: 3 clusters Score -1.201026e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114391 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -12010259.000000 Penalty: 3792.749023
	Iteration 54Q: 3 clusters Score -1.201026e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114422 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -12010253.000000 Penalty: 3792.749023
	Iteration 55Q: 3 clusters Score -1.201025e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114454 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -12010239.000000 Penalty: 3792.749023
	Iteration 56Q: 3 clusters Score -1.201024e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114489 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -12010254.000000 Penalty: 3792.749023
	Iteration 57Q: 3 clusters Score -1.201025e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114521 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -12010244.000000 Penalty: 3792.749023
	Iteration 58Q: 3 clusters Score -1.201024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114538 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -12010233.000000 Penalty: 3792.749023
	Iteration 59Q: 3 clusters Score -1.201023e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114557 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -12010245.000000 Penalty: 3792.749023
	Iteration 60F: 3 clusters Score -1.201024e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114584 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -12010236.000000 Penalty: 3792.749023
	Iteration 61Q: 3 clusters Score -1.201024e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114600 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -12010248.000000 Penalty: 3792.749023
	Iteration 62Q: 3 clusters Score -1.201025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114618 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -12010246.000000 Penalty: 3792.749023
	Iteration 63Q: 3 clusters Score -1.201025e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114635 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -12010235.000000 Penalty: 3792.749023
	Iteration 64Q: 3 clusters Score -1.201024e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114650 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -12010245.000000 Penalty: 3792.749023
	Iteration 65Q: 3 clusters Score -1.201024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114663 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -12010246.000000 Penalty: 3792.749023
	Iteration 66Q: 3 clusters Score -1.201025e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114680 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -12010246.000000 Penalty: 3792.749023
	Iteration 67Q: 3 clusters Score -1.201025e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114693 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -12010250.000000 Penalty: 3792.749023
	Iteration 68Q: 3 clusters Score -1.201025e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114705 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -12010252.000000 Penalty: 3792.749023
	Iteration 69Q: 3 clusters Score -1.201025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114715 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -12010263.000000 Penalty: 3792.749023
	Iteration 70Q: 3 clusters Score -1.201026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114725 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -12010271.000000 Penalty: 3792.749023
	Iteration 71Q: 3 clusters Score -1.201027e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114736 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -12010262.000000 Penalty: 3792.749023
	Iteration 72Q: 3 clusters Score -1.201026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114740 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -12010266.000000 Penalty: 3792.749023
	Iteration 73Q: 3 clusters Score -1.201027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114741 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -12010266.000000 Penalty: 3792.749023
	Iteration 74Q: 3 clusters Score -1.201027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114741 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -12010270.000000 Penalty: 3792.749023
	Iteration 75Q: 3 clusters Score -1.201027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114742 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -12010273.000000 Penalty: 3792.749023
	Iteration 76Q: 3 clusters Score -1.201027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114742 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -12010273.000000 Penalty: 3792.749023
	Iteration 77F: 3 clusters Score -1.201027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Entering Unmasked Estep 
Score: -1449852.125000 Penalty: 1556.351807
	Iteration 0F: 2 clusters Score -1449852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1439729.500000 Penalty: 3112.703613
	Iteration 0F: 3 clusters Score -1439730 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1443315.000000 Penalty: 3112.703613
	Iteration 1F: 3 clusters Score -1443315 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1443595.375000 Penalty: 3112.703613
	Iteration 2F: 3 clusters Score -1443595 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1443829.125000 Penalty: 3112.703613
	Iteration 3Q: 3 clusters Score -1443829 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1444083.000000 Penalty: 3112.703613
	Iteration 4Q: 3 clusters Score -1444083 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1444369.500000 Penalty: 3112.703613
	Iteration 5Q: 3 clusters Score -1444370 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1444740.750000 Penalty: 3112.703613
	Iteration 6Q: 3 clusters Score -1444741 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1445189.375000 Penalty: 3112.703613
	Iteration 7F: 3 clusters Score -1445189 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1445717.750000 Penalty: 3112.703613
	Iteration 8F: 3 clusters Score -1445718 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1446296.375000 Penalty: 3112.703613
	Iteration 9Q: 3 clusters Score -1446296 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1446903.250000 Penalty: 3112.703613
	Iteration 10Q: 3 clusters Score -1446903 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1447506.750000 Penalty: 3112.703613
	Iteration 11Q: 3 clusters Score -1447507 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1447986.125000 Penalty: 3112.703613
	Iteration 12Q: 3 clusters Score -1447986 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1448262.375000 Penalty: 3112.703613
	Iteration 13Q: 3 clusters Score -1448262 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1448381.500000 Penalty: 3112.703613
	Iteration 14Q: 3 clusters Score -1448382 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1448450.500000 Penalty: 3112.703613
	Iteration 15Q: 3 clusters Score -1448450 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1448496.375000 Penalty: 3112.703613
	Iteration 16Q: 3 clusters Score -1448496 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1448528.500000 Penalty: 3112.703613
	Iteration 17Q: 3 clusters Score -1448528 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1448556.500000 Penalty: 3112.703613
	Iteration 18Q: 3 clusters Score -1448556 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1448571.750000 Penalty: 3112.703613
	Iteration 19Q: 3 clusters Score -1448572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1448578.750000 Penalty: 3112.703613
	Iteration 20F: 3 clusters Score -1448579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1448582.875000 Penalty: 3112.703613
	Iteration 21Q: 3 clusters Score -1448583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1448595.250000 Penalty: 3112.703613
	Iteration 22Q: 3 clusters Score -1448595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1448605.625000 Penalty: 3112.703613
	Iteration 23Q: 3 clusters Score -1448606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1448612.375000 Penalty: 3112.703613
	Iteration 24Q: 3 clusters Score -1448612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1448616.000000 Penalty: 3112.703613
	Iteration 25Q: 3 clusters Score -1448616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1448628.500000 Penalty: 3112.703613
	Iteration 26Q: 3 clusters Score -1448628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1448634.875000 Penalty: 3112.703613
	Iteration 27Q: 3 clusters Score -1448635 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1448638.250000 Penalty: 3112.703613
	Iteration 28Q: 3 clusters Score -1448638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1448642.500000 Penalty: 3112.703613
	Iteration 29Q: 3 clusters Score -1448642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1448645.500000 Penalty: 3112.703613
	Iteration 30Q: 3 clusters Score -1448646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1448641.875000 Penalty: 3112.703613
	Iteration 31Q: 3 clusters Score -1448642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1448648.000000 Penalty: 3112.703613
	Iteration 32Q: 3 clusters Score -1448648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1448649.375000 Penalty: 3112.703613
	Iteration 33Q: 3 clusters Score -1448649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1448649.250000 Penalty: 3112.703613
	Iteration 34Q: 3 clusters Score -1448649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1448651.625000 Penalty: 3112.703613
	Iteration 35Q: 3 clusters Score -1448652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1448651.625000 Penalty: 3112.703613
	Iteration 36Q: 3 clusters Score -1448652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1448652.125000 Penalty: 3112.703613
	Iteration 37Q: 3 clusters Score -1448652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1448653.750000 Penalty: 3112.703613
	Iteration 38Q: 3 clusters Score -1448654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1448651.500000 Penalty: 3112.703613
	Iteration 39Q: 3 clusters Score -1448652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1448652.375000 Penalty: 3112.703613
	Iteration 40F: 3 clusters Score -1448652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1448653.625000 Penalty: 3112.703613
	Iteration 41Q: 3 clusters Score -1448654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1448653.750000 Penalty: 3112.703613
	Iteration 42Q: 3 clusters Score -1448654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1448653.875000 Penalty: 3112.703613
	Iteration 43Q: 3 clusters Score -1448654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1448653.750000 Penalty: 3112.703613
	Iteration 44Q: 3 clusters Score -1448654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1448653.750000 Penalty: 3112.703613
	Iteration 45Q: 3 clusters Score -1448654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1448653.750000 Penalty: 3112.703613
	Iteration 46F: 3 clusters Score -1448654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Entering Unmasked Estep 
Score: -2067925.250000 Penalty: 1619.527344
	Iteration 0F: 2 clusters Score -2067925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2053610.625000 Penalty: 3239.054688
	Iteration 0F: 3 clusters Score -2053611 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2058796.625000 Penalty: 3239.054688
	Iteration 1F: 3 clusters Score -2058797 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2059227.500000 Penalty: 3239.054688
	Iteration 2F: 3 clusters Score -2059228 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2059643.125000 Penalty: 3239.054688
	Iteration 3Q: 3 clusters Score -2059643 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2060065.000000 Penalty: 3239.054688
	Iteration 4Q: 3 clusters Score -2060065 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2060506.375000 Penalty: 3239.054688
	Iteration 5Q: 3 clusters Score -2060506 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2060969.125000 Penalty: 3239.054688
	Iteration 6Q: 3 clusters Score -2060969 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2061427.125000 Penalty: 3239.054688
	Iteration 7Q: 3 clusters Score -2061427 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2061866.375000 Penalty: 3239.054688
	Iteration 8Q: 3 clusters Score -2061866 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2062288.875000 Penalty: 3239.054688
	Iteration 9Q: 3 clusters Score -2062289 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2062714.375000 Penalty: 3239.054688
	Iteration 10Q: 3 clusters Score -2062714 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2063161.500000 Penalty: 3239.054688
	Iteration 11Q: 3 clusters Score -2063162 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2063590.500000 Penalty: 3239.054688
	Iteration 12Q: 3 clusters Score -2063590 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2064172.000000 Penalty: 3239.054688
	Iteration 13Q: 3 clusters Score -2064172 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2065025.875000 Penalty: 3239.054688
	Iteration 14Q: 3 clusters Score -2065026 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2065676.500000 Penalty: 3239.054688
	Iteration 15Q: 3 clusters Score -2065676 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2065975.250000 Penalty: 3239.054688
	Iteration 16Q: 3 clusters Score -2065975 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2066161.250000 Penalty: 3239.054688
	Iteration 17Q: 3 clusters Score -2066161 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2066281.000000 Penalty: 3239.054688
	Iteration 18Q: 3 clusters Score -2066281 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2066368.625000 Penalty: 3239.054688
	Iteration 19Q: 3 clusters Score -2066369 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2066424.875000 Penalty: 3239.054688
	Iteration 20F: 3 clusters Score -2066425 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2066474.875000 Penalty: 3239.054688
	Iteration 21Q: 3 clusters Score -2066475 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2066520.125000 Penalty: 3239.054688
	Iteration 22Q: 3 clusters Score -2066520 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2066551.000000 Penalty: 3239.054688
	Iteration 23Q: 3 clusters Score -2066551 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2066579.750000 Penalty: 3239.054688
	Iteration 24Q: 3 clusters Score -2066580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2066597.500000 Penalty: 3239.054688
	Iteration 25Q: 3 clusters Score -2066598 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2066608.500000 Penalty: 3239.054688
	Iteration 26Q: 3 clusters Score -2066608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2066614.125000 Penalty: 3239.054688
	Iteration 27Q: 3 clusters Score -2066614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2066620.625000 Penalty: 3239.054688
	Iteration 28Q: 3 clusters Score -2066621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2066626.625000 Penalty: 3239.054688
	Iteration 29Q: 3 clusters Score -2066627 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2066633.125000 Penalty: 3239.054688
	Iteration 30Q: 3 clusters Score -2066633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2066635.750000 Penalty: 3239.054688
	Iteration 31Q: 3 clusters Score -2066636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2066645.250000 Penalty: 3239.054688
	Iteration 32Q: 3 clusters Score -2066645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2066653.875000 Penalty: 3239.054688
	Iteration 33Q: 3 clusters Score -2066654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2066658.750000 Penalty: 3239.054688
	Iteration 34Q: 3 clusters Score -2066659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2066662.250000 Penalty: 3239.054688
	Iteration 35Q: 3 clusters Score -2066662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2066663.125000 Penalty: 3239.054688
	Iteration 36Q: 3 clusters Score -2066663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2066665.375000 Penalty: 3239.054688
	Iteration 37Q: 3 clusters Score -2066665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2066664.250000 Penalty: 3239.054688
	Iteration 38Q: 3 clusters Score -2066664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2066667.000000 Penalty: 3239.054688
	Iteration 39Q: 3 clusters Score -2066667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2066666.375000 Penalty: 3239.054688
	Iteration 40F: 3 clusters Score -2066666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2066666.000000 Penalty: 3239.054688
	Iteration 41Q: 3 clusters Score -2066666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2066664.750000 Penalty: 3239.054688
	Iteration 42Q: 3 clusters Score -2066665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2066664.000000 Penalty: 3239.054688
	Iteration 43Q: 3 clusters Score -2066664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2066664.750000 Penalty: 3239.054688
	Iteration 44Q: 3 clusters Score -2066665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2066666.750000 Penalty: 3239.054688
	Iteration 45Q: 3 clusters Score -2066667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2066666.750000 Penalty: 3239.054688
	Iteration 46F: 3 clusters Score -2066667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Entering Unmasked Estep 
Score: -5393575.500000 Penalty: 1767.492432
	Iteration 0F: 2 clusters Score -5393576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -5358249.000000 Penalty: 3534.984863
	Iteration 0F: 3 clusters Score -5358249 nChanged 24911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -5372541.000000 Penalty: 3534.984863
	Iteration 1F: 3 clusters Score -5372541 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -5372989.000000 Penalty: 3534.984863
	Iteration 2Q: 3 clusters Score -5372989 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -5373542.500000 Penalty: 3534.984863
	Iteration 3Q: 3 clusters Score -5373542 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -5374208.000000 Penalty: 3534.984863
	Iteration 4Q: 3 clusters Score -5374208 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -5374971.500000 Penalty: 3534.984863
	Iteration 5Q: 3 clusters Score -5374972 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -5375989.000000 Penalty: 3534.984863
	Iteration 6Q: 3 clusters Score -5375989 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -5377333.000000 Penalty: 3534.984863
	Iteration 7Q: 3 clusters Score -5377333 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -5379104.500000 Penalty: 3534.984863
	Iteration 8F: 3 clusters Score -5379104 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -5381126.000000 Penalty: 3534.984863
	Iteration 9F: 3 clusters Score -5381126 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -5383334.500000 Penalty: 3534.984863
	Iteration 10F: 3 clusters Score -5383334 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -5385190.500000 Penalty: 3534.984863
	Iteration 11Q: 3 clusters Score -5385190 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -5386554.500000 Penalty: 3534.984863
	Iteration 12Q: 3 clusters Score -5386554 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -5387417.000000 Penalty: 3534.984863
	Iteration 13Q: 3 clusters Score -5387417 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -5388171.000000 Penalty: 3534.984863
	Iteration 14Q: 3 clusters Score -5388171 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -5388767.000000 Penalty: 3534.984863
	Iteration 15Q: 3 clusters Score -5388767 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -5389282.500000 Penalty: 3534.984863
	Iteration 16Q: 3 clusters Score -5389282 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -5389797.500000 Penalty: 3534.984863
	Iteration 17Q: 3 clusters Score -5389798 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -5390214.500000 Penalty: 3534.984863
	Iteration 18Q: 3 clusters Score -5390214 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -5390615.000000 Penalty: 3534.984863
	Iteration 19Q: 3 clusters Score -5390615 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5390939.000000 Penalty: 3534.984863
	Iteration 20F: 3 clusters Score -5390939 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5391157.000000 Penalty: 3534.984863
	Iteration 21Q: 3 clusters Score -5391157 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5391385.500000 Penalty: 3534.984863
	Iteration 22Q: 3 clusters Score -5391386 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5391552.000000 Penalty: 3534.984863
	Iteration 23Q: 3 clusters Score -5391552 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52101 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5391672.500000 Penalty: 3534.984863
	Iteration 24Q: 3 clusters Score -5391672 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5391789.500000 Penalty: 3534.984863
	Iteration 25Q: 3 clusters Score -5391790 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5391869.000000 Penalty: 3534.984863
	Iteration 26Q: 3 clusters Score -5391869 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5391900.500000 Penalty: 3534.984863
	Iteration 27Q: 3 clusters Score -5391900 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5391949.500000 Penalty: 3534.984863
	Iteration 28Q: 3 clusters Score -5391950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5391959.500000 Penalty: 3534.984863
	Iteration 29Q: 3 clusters Score -5391960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5391972.500000 Penalty: 3534.984863
	Iteration 30Q: 3 clusters Score -5391972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52542 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5391984.000000 Penalty: 3534.984863
	Iteration 31Q: 3 clusters Score -5391984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5391994.500000 Penalty: 3534.984863
	Iteration 32Q: 3 clusters Score -5391994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5392009.500000 Penalty: 3534.984863
	Iteration 33Q: 3 clusters Score -5392010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5392015.000000 Penalty: 3534.984863
	Iteration 34Q: 3 clusters Score -5392015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5392020.500000 Penalty: 3534.984863
	Iteration 35Q: 3 clusters Score -5392020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5392027.000000 Penalty: 3534.984863
	Iteration 36Q: 3 clusters Score -5392027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5392029.000000 Penalty: 3534.984863
	Iteration 37Q: 3 clusters Score -5392029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52608 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5392034.000000 Penalty: 3534.984863
	Iteration 38Q: 3 clusters Score -5392034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5392042.500000 Penalty: 3534.984863
	Iteration 39Q: 3 clusters Score -5392042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5392044.000000 Penalty: 3534.984863
	Iteration 40F: 3 clusters Score -5392044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5392040.500000 Penalty: 3534.984863
	Iteration 41Q: 3 clusters Score -5392040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5392040.500000 Penalty: 3534.984863
	Iteration 42F: 3 clusters Score -5392040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Entering Unmasked Estep 
Score: -1763203.125000 Penalty: 1586.770752
	Iteration 0F: 2 clusters Score -1763203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1751273.750000 Penalty: 3173.541504
	Iteration 0F: 3 clusters Score -1751274 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1755506.625000 Penalty: 3173.541504
	Iteration 1F: 3 clusters Score -1755507 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1755902.250000 Penalty: 3173.541504
	Iteration 2F: 3 clusters Score -1755902 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1756328.875000 Penalty: 3173.541504
	Iteration 3F: 3 clusters Score -1756329 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1756792.375000 Penalty: 3173.541504
	Iteration 4F: 3 clusters Score -1756792 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1757385.500000 Penalty: 3173.541504
	Iteration 5F: 3 clusters Score -1757386 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1758127.750000 Penalty: 3173.541504
	Iteration 6F: 3 clusters Score -1758128 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1759132.125000 Penalty: 3173.541504
	Iteration 7F: 3 clusters Score -1759132 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1760103.250000 Penalty: 3173.541504
	Iteration 8F: 3 clusters Score -1760103 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1760721.000000 Penalty: 3173.541504
	Iteration 9F: 3 clusters Score -1760721 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1761022.125000 Penalty: 3173.541504
	Iteration 10Q: 3 clusters Score -1761022 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1761160.500000 Penalty: 3173.541504
	Iteration 11Q: 3 clusters Score -1761160 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1761242.375000 Penalty: 3173.541504
	Iteration 12Q: 3 clusters Score -1761242 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1761322.625000 Penalty: 3173.541504
	Iteration 13Q: 3 clusters Score -1761323 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1761374.125000 Penalty: 3173.541504
	Iteration 14Q: 3 clusters Score -1761374 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1761420.875000 Penalty: 3173.541504
	Iteration 15Q: 3 clusters Score -1761421 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1761463.125000 Penalty: 3173.541504
	Iteration 16Q: 3 clusters Score -1761463 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1761502.875000 Penalty: 3173.541504
	Iteration 17Q: 3 clusters Score -1761503 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1761535.625000 Penalty: 3173.541504
	Iteration 18Q: 3 clusters Score -1761536 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1761568.000000 Penalty: 3173.541504
	Iteration 19Q: 3 clusters Score -1761568 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1761608.750000 Penalty: 3173.541504
	Iteration 20F: 3 clusters Score -1761609 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1761648.500000 Penalty: 3173.541504
	Iteration 21Q: 3 clusters Score -1761648 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1761690.875000 Penalty: 3173.541504
	Iteration 22Q: 3 clusters Score -1761691 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1761720.750000 Penalty: 3173.541504
	Iteration 23Q: 3 clusters Score -1761721 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1761735.875000 Penalty: 3173.541504
	Iteration 24Q: 3 clusters Score -1761736 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1761762.875000 Penalty: 3173.541504
	Iteration 25Q: 3 clusters Score -1761763 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1761796.250000 Penalty: 3173.541504
	Iteration 26Q: 3 clusters Score -1761796 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1761829.625000 Penalty: 3173.541504
	Iteration 27Q: 3 clusters Score -1761830 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1761848.375000 Penalty: 3173.541504
	Iteration 28Q: 3 clusters Score -1761848 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1761869.375000 Penalty: 3173.541504
	Iteration 29Q: 3 clusters Score -1761869 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1761887.250000 Penalty: 3173.541504
	Iteration 30Q: 3 clusters Score -1761887 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1761901.625000 Penalty: 3173.541504
	Iteration 31Q: 3 clusters Score -1761902 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1761910.125000 Penalty: 3173.541504
	Iteration 32Q: 3 clusters Score -1761910 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1761920.750000 Penalty: 3173.541504
	Iteration 33Q: 3 clusters Score -1761921 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1761930.750000 Penalty: 3173.541504
	Iteration 34Q: 3 clusters Score -1761931 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1761945.625000 Penalty: 3173.541504
	Iteration 35Q: 3 clusters Score -1761946 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1761958.375000 Penalty: 3173.541504
	Iteration 36Q: 3 clusters Score -1761958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1761969.375000 Penalty: 3173.541504
	Iteration 37Q: 3 clusters Score -1761969 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1761978.500000 Penalty: 3173.541504
	Iteration 38Q: 3 clusters Score -1761978 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1761984.750000 Penalty: 3173.541504
	Iteration 39Q: 3 clusters Score -1761985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1761992.125000 Penalty: 3173.541504
	Iteration 40F: 3 clusters Score -1761992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1761991.500000 Penalty: 3173.541504
	Iteration 41Q: 3 clusters Score -1761992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1761995.250000 Penalty: 3173.541504
	Iteration 42Q: 3 clusters Score -1761995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1761997.250000 Penalty: 3173.541504
	Iteration 43Q: 3 clusters Score -1761997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1761999.500000 Penalty: 3173.541504
	Iteration 44Q: 3 clusters Score -1762000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1762019.250000 Penalty: 3173.541504
	Iteration 45Q: 3 clusters Score -1762019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1762019.250000 Penalty: 3173.541504
	Iteration 46Q: 3 clusters Score -1762019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1762018.125000 Penalty: 3173.541504
	Iteration 47Q: 3 clusters Score -1762018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1762024.500000 Penalty: 3173.541504
	Iteration 48Q: 3 clusters Score -1762024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1762027.875000 Penalty: 3173.541504
	Iteration 49Q: 3 clusters Score -1762028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1762033.625000 Penalty: 3173.541504
	Iteration 50Q: 3 clusters Score -1762034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1762032.750000 Penalty: 3173.541504
	Iteration 51Q: 3 clusters Score -1762033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1762030.250000 Penalty: 3173.541504
	Iteration 52Q: 3 clusters Score -1762030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1762033.000000 Penalty: 3173.541504
	Iteration 53Q: 3 clusters Score -1762033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1762033.750000 Penalty: 3173.541504
	Iteration 54Q: 3 clusters Score -1762034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1762033.375000 Penalty: 3173.541504
	Iteration 55Q: 3 clusters Score -1762033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1762038.125000 Penalty: 3173.541504
	Iteration 56Q: 3 clusters Score -1762038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1762042.750000 Penalty: 3173.541504
	Iteration 57Q: 3 clusters Score -1762043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1762045.125000 Penalty: 3173.541504
	Iteration 58Q: 3 clusters Score -1762045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1762047.125000 Penalty: 3173.541504
	Iteration 59Q: 3 clusters Score -1762047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1762046.500000 Penalty: 3173.541504
	Iteration 60F: 3 clusters Score -1762046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1762052.000000 Penalty: 3173.541504
	Iteration 61Q: 3 clusters Score -1762052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1762053.000000 Penalty: 3173.541504
	Iteration 62Q: 3 clusters Score -1762053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1762056.500000 Penalty: 3173.541504
	Iteration 63Q: 3 clusters Score -1762056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1762058.625000 Penalty: 3173.541504
	Iteration 64Q: 3 clusters Score -1762059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1762060.625000 Penalty: 3173.541504
	Iteration 65Q: 3 clusters Score -1762061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1762061.375000 Penalty: 3173.541504
	Iteration 66Q: 3 clusters Score -1762061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1762066.625000 Penalty: 3173.541504
	Iteration 67Q: 3 clusters Score -1762067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1762070.000000 Penalty: 3173.541504
	Iteration 68Q: 3 clusters Score -1762070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1762071.000000 Penalty: 3173.541504
	Iteration 69Q: 3 clusters Score -1762071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1762072.500000 Penalty: 3173.541504
	Iteration 70Q: 3 clusters Score -1762072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1762070.625000 Penalty: 3173.541504
	Iteration 71Q: 3 clusters Score -1762071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1762072.500000 Penalty: 3173.541504
	Iteration 72Q: 3 clusters Score -1762072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1762074.125000 Penalty: 3173.541504
	Iteration 73Q: 3 clusters Score -1762074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1762077.625000 Penalty: 3173.541504
	Iteration 74Q: 3 clusters Score -1762078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1762075.750000 Penalty: 3173.541504
	Iteration 75Q: 3 clusters Score -1762076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1762078.125000 Penalty: 3173.541504
	Iteration 76Q: 3 clusters Score -1762078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1762076.250000 Penalty: 3173.541504
	Iteration 77Q: 3 clusters Score -1762076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1762076.250000 Penalty: 3173.541504
	Iteration 78F: 3 clusters Score -1762076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (158002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158002 members 
Entering Unmasked Estep 
Score: -16068758.000000 Penalty: 1945.183960
	Iteration 0F: 2 clusters Score -1.606876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 79373 members 
Entering Unmasked Estep 
Score: -15964087.000000 Penalty: 3890.367920
	Iteration 0F: 3 clusters Score -1.596409e+07 nChanged 76166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73265 members 
Mstep: Class 2 contains 84737 members 
Entering Unmasked Estep 
Score: -16008991.000000 Penalty: 3890.367920
	Iteration 1F: 3 clusters Score -1.600899e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69942 members 
Mstep: Class 2 contains 88060 members 
Entering Unmasked Estep 
Score: -16010515.000000 Penalty: 3890.367920
	Iteration 2Q: 3 clusters Score -1.601052e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64817 members 
Mstep: Class 2 contains 93185 members 
Entering Unmasked Estep 
Score: -16012946.000000 Penalty: 3890.367920
	Iteration 3Q: 3 clusters Score -1.601295e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57165 members 
Mstep: Class 2 contains 100837 members 
Entering Unmasked Estep 
Score: -16017044.000000 Penalty: 3890.367920
	Iteration 4F: 3 clusters Score -1.601704e+07 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 111723 members 
Entering Unmasked Estep 
Score: -16024840.000000 Penalty: 3890.367920
	Iteration 5F: 3 clusters Score -1.602484e+07 nChanged 13813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 125498 members 
Entering Unmasked Estep 
Score: -16036880.000000 Penalty: 3890.367920
	Iteration 6F: 3 clusters Score -1.603688e+07 nChanged 13959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 139451 members 
Entering Unmasked Estep 
Score: -16050331.000000 Penalty: 3890.367920
	Iteration 7F: 3 clusters Score -1.605033e+07 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 149642 members 
Entering Unmasked Estep 
Score: -16059979.000000 Penalty: 3890.367920
	Iteration 8F: 3 clusters Score -1.605998e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 154848 members 
Entering Unmasked Estep 
Score: -16064515.000000 Penalty: 3890.367920
	Iteration 9Q: 3 clusters Score -1.606452e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 156823 members 
Entering Unmasked Estep 
Score: -16066149.000000 Penalty: 3890.367920
	Iteration 10Q: 3 clusters Score -1.606615e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 157445 members 
Entering Unmasked Estep 
Score: -16066639.000000 Penalty: 3890.367920
	Iteration 11Q: 3 clusters Score -1.606664e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 157644 members 
Entering Unmasked Estep 
Score: -16066845.000000 Penalty: 3890.367920
	Iteration 12Q: 3 clusters Score -1.606684e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 157710 members 
Entering Unmasked Estep 
Score: -16066914.000000 Penalty: 3890.367920
	Iteration 13Q: 3 clusters Score -1.606691e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 157738 members 
Entering Unmasked Estep 
Score: -16066965.000000 Penalty: 3890.367920
	Iteration 14Q: 3 clusters Score -1.606696e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 157752 members 
Entering Unmasked Estep 
Score: -16067005.000000 Penalty: 3890.367920
	Iteration 15Q: 3 clusters Score -1.6067e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 157762 members 
Entering Unmasked Estep 
Score: -16067039.000000 Penalty: 3890.367920
	Iteration 16Q: 3 clusters Score -1.606704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 157765 members 
Entering Unmasked Estep 
Score: -16067052.000000 Penalty: 3890.367920
	Iteration 17Q: 3 clusters Score -1.606705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 157769 members 
Entering Unmasked Estep 
Score: -16067054.000000 Penalty: 3890.367920
	Iteration 18Q: 3 clusters Score -1.606705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 157771 members 
Entering Unmasked Estep 
Score: -16067048.000000 Penalty: 3890.367920
	Iteration 19Q: 3 clusters Score -1.606705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 157775 members 
Entering Unmasked Estep 
Score: -16067062.000000 Penalty: 3890.367920
	Iteration 20F: 3 clusters Score -1.606706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 157777 members 
Entering Unmasked Estep 
Score: -16067064.000000 Penalty: 3890.367920
	Iteration 21Q: 3 clusters Score -1.606706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 157778 members 
Entering Unmasked Estep 
Score: -16067071.000000 Penalty: 3890.367920
	Iteration 22Q: 3 clusters Score -1.606707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 157777 members 
Entering Unmasked Estep 
Score: -16067068.000000 Penalty: 3890.367920
	Iteration 23Q: 3 clusters Score -1.606707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 157776 members 
Entering Unmasked Estep 
Score: -16067075.000000 Penalty: 3890.367920
	Iteration 24Q: 3 clusters Score -1.606708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 157776 members 
Entering Unmasked Estep 
Score: -16067075.000000 Penalty: 3890.367920
	Iteration 25F: 3 clusters Score -1.606708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Entering Unmasked Estep 
Score: -667641.562500 Penalty: 1428.270264
	Iteration 0F: 2 clusters Score -667641.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -662627.625000 Penalty: 2856.540527
	Iteration 0F: 3 clusters Score -662627.6 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -664066.562500 Penalty: 2856.540527
	Iteration 1F: 3 clusters Score -664066.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -664271.750000 Penalty: 2856.540527
	Iteration 2F: 3 clusters Score -664271.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -664425.687500 Penalty: 2856.540527
	Iteration 3Q: 3 clusters Score -664425.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -664555.500000 Penalty: 2856.540527
	Iteration 4Q: 3 clusters Score -664555.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -664682.500000 Penalty: 2856.540527
	Iteration 5Q: 3 clusters Score -664682.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -664833.437500 Penalty: 2856.540527
	Iteration 6Q: 3 clusters Score -664833.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -665001.187500 Penalty: 2856.540527
	Iteration 7Q: 3 clusters Score -665001.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -665143.187500 Penalty: 2856.540527
	Iteration 8Q: 3 clusters Score -665143.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -665274.375000 Penalty: 2856.540527
	Iteration 9Q: 3 clusters Score -665274.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -665391.812500 Penalty: 2856.540527
	Iteration 10Q: 3 clusters Score -665391.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -665494.625000 Penalty: 2856.540527
	Iteration 11Q: 3 clusters Score -665494.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -665588.687500 Penalty: 2856.540527
	Iteration 12Q: 3 clusters Score -665588.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -665674.875000 Penalty: 2856.540527
	Iteration 13Q: 3 clusters Score -665674.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -665747.062500 Penalty: 2856.540527
	Iteration 14Q: 3 clusters Score -665747.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -665817.312500 Penalty: 2856.540527
	Iteration 15Q: 3 clusters Score -665817.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -665894.875000 Penalty: 2856.540527
	Iteration 16Q: 3 clusters Score -665894.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -665976.312500 Penalty: 2856.540527
	Iteration 17Q: 3 clusters Score -665976.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -666039.187500 Penalty: 2856.540527
	Iteration 18Q: 3 clusters Score -666039.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -666084.937500 Penalty: 2856.540527
	Iteration 19Q: 3 clusters Score -666084.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -666126.000000 Penalty: 2856.540527
	Iteration 20F: 3 clusters Score -666126 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -666169.625000 Penalty: 2856.540527
	Iteration 21Q: 3 clusters Score -666169.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -666208.375000 Penalty: 2856.540527
	Iteration 22Q: 3 clusters Score -666208.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -666237.937500 Penalty: 2856.540527
	Iteration 23Q: 3 clusters Score -666237.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -666262.875000 Penalty: 2856.540527
	Iteration 24Q: 3 clusters Score -666262.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -666284.375000 Penalty: 2856.540527
	Iteration 25Q: 3 clusters Score -666284.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -666310.750000 Penalty: 2856.540527
	Iteration 26Q: 3 clusters Score -666310.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -666331.000000 Penalty: 2856.540527
	Iteration 27Q: 3 clusters Score -666331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -666344.937500 Penalty: 2856.540527
	Iteration 28Q: 3 clusters Score -666344.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -666357.875000 Penalty: 2856.540527
	Iteration 29Q: 3 clusters Score -666357.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -666368.687500 Penalty: 2856.540527
	Iteration 30Q: 3 clusters Score -666368.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -666376.250000 Penalty: 2856.540527
	Iteration 31Q: 3 clusters Score -666376.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -666384.500000 Penalty: 2856.540527
	Iteration 32Q: 3 clusters Score -666384.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -666391.562500 Penalty: 2856.540527
	Iteration 33Q: 3 clusters Score -666391.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -666402.687500 Penalty: 2856.540527
	Iteration 34Q: 3 clusters Score -666402.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -666407.625000 Penalty: 2856.540527
	Iteration 35Q: 3 clusters Score -666407.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -666417.625000 Penalty: 2856.540527
	Iteration 36Q: 3 clusters Score -666417.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -666422.187500 Penalty: 2856.540527
	Iteration 37Q: 3 clusters Score -666422.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -666428.812500 Penalty: 2856.540527
	Iteration 38Q: 3 clusters Score -666428.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -666431.937500 Penalty: 2856.540527
	Iteration 39Q: 3 clusters Score -666431.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -666435.750000 Penalty: 2856.540527
	Iteration 40F: 3 clusters Score -666435.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -666440.812500 Penalty: 2856.540527
	Iteration 41Q: 3 clusters Score -666440.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -666443.062500 Penalty: 2856.540527
	Iteration 42Q: 3 clusters Score -666443.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -666448.312500 Penalty: 2856.540527
	Iteration 43Q: 3 clusters Score -666448.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -666450.812500 Penalty: 2856.540527
	Iteration 44Q: 3 clusters Score -666450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -666454.437500 Penalty: 2856.540527
	Iteration 45Q: 3 clusters Score -666454.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -666457.375000 Penalty: 2856.540527
	Iteration 46Q: 3 clusters Score -666457.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -666460.750000 Penalty: 2856.540527
	Iteration 47Q: 3 clusters Score -666460.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -666464.187500 Penalty: 2856.540527
	Iteration 48Q: 3 clusters Score -666464.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -666466.437500 Penalty: 2856.540527
	Iteration 49Q: 3 clusters Score -666466.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -666472.500000 Penalty: 2856.540527
	Iteration 50Q: 3 clusters Score -666472.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -666477.062500 Penalty: 2856.540527
	Iteration 51Q: 3 clusters Score -666477.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -666483.062500 Penalty: 2856.540527
	Iteration 52Q: 3 clusters Score -666483.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -666484.500000 Penalty: 2856.540527
	Iteration 53Q: 3 clusters Score -666484.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -666485.437500 Penalty: 2856.540527
	Iteration 54Q: 3 clusters Score -666485.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -666485.500000 Penalty: 2856.540527
	Iteration 55Q: 3 clusters Score -666485.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -666485.500000 Penalty: 2856.540527
	Iteration 56F: 3 clusters Score -666485.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (172230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172230 members 
Entering Unmasked Estep 
Score: -17682258.000000 Penalty: 1959.195312
	Iteration 0F: 2 clusters Score -1.768226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86133 members 
Mstep: Class 2 contains 86097 members 
Entering Unmasked Estep 
Score: -17574404.000000 Penalty: 3918.390625
	Iteration 0F: 3 clusters Score -1.75744e+07 nChanged 83397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84880 members 
Mstep: Class 2 contains 87350 members 
Entering Unmasked Estep 
Score: -17624110.000000 Penalty: 3918.390625
	Iteration 1F: 3 clusters Score -1.762411e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83669 members 
Mstep: Class 2 contains 88561 members 
Entering Unmasked Estep 
Score: -17625686.000000 Penalty: 3918.390625
	Iteration 2Q: 3 clusters Score -1.762569e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81688 members 
Mstep: Class 2 contains 90542 members 
Entering Unmasked Estep 
Score: -17627878.000000 Penalty: 3918.390625
	Iteration 3Q: 3 clusters Score -1.762788e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78695 members 
Mstep: Class 2 contains 93535 members 
Entering Unmasked Estep 
Score: -17631108.000000 Penalty: 3918.390625
	Iteration 4Q: 3 clusters Score -1.763111e+07 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74233 members 
Mstep: Class 2 contains 97997 members 
Entering Unmasked Estep 
Score: -17635518.000000 Penalty: 3918.390625
	Iteration 5F: 3 clusters Score -1.763552e+07 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 103803 members 
Entering Unmasked Estep 
Score: -17641584.000000 Penalty: 3918.390625
	Iteration 6F: 3 clusters Score -1.764158e+07 nChanged 11176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61871 members 
Mstep: Class 2 contains 110359 members 
Entering Unmasked Estep 
Score: -17649040.000000 Penalty: 3918.390625
	Iteration 7F: 3 clusters Score -1.764904e+07 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 117059 members 
Entering Unmasked Estep 
Score: -17657224.000000 Penalty: 3918.390625
	Iteration 8F: 3 clusters Score -1.765722e+07 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 122784 members 
Entering Unmasked Estep 
Score: -17663876.000000 Penalty: 3918.390625
	Iteration 9F: 3 clusters Score -1.766388e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 127283 members 
Entering Unmasked Estep 
Score: -17667284.000000 Penalty: 3918.390625
	Iteration 10Q: 3 clusters Score -1.766728e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 131057 members 
Entering Unmasked Estep 
Score: -17669166.000000 Penalty: 3918.390625
	Iteration 11Q: 3 clusters Score -1.766917e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 134514 members 
Entering Unmasked Estep 
Score: -17670272.000000 Penalty: 3918.390625
	Iteration 12Q: 3 clusters Score -1.767027e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 137966 members 
Entering Unmasked Estep 
Score: -17671444.000000 Penalty: 3918.390625
	Iteration 13Q: 3 clusters Score -1.767144e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 141430 members 
Entering Unmasked Estep 
Score: -17672426.000000 Penalty: 3918.390625
	Iteration 14Q: 3 clusters Score -1.767243e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 144782 members 
Entering Unmasked Estep 
Score: -17673568.000000 Penalty: 3918.390625
	Iteration 15Q: 3 clusters Score -1.767357e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 148257 members 
Entering Unmasked Estep 
Score: -17674646.000000 Penalty: 3918.390625
	Iteration 16Q: 3 clusters Score -1.767465e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 152023 members 
Entering Unmasked Estep 
Score: -17675678.000000 Penalty: 3918.390625
	Iteration 17Q: 3 clusters Score -1.767568e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 155927 members 
Entering Unmasked Estep 
Score: -17676726.000000 Penalty: 3918.390625
	Iteration 18Q: 3 clusters Score -1.767673e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 159623 members 
Entering Unmasked Estep 
Score: -17677696.000000 Penalty: 3918.390625
	Iteration 19Q: 3 clusters Score -1.76777e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 162851 members 
Entering Unmasked Estep 
Score: -17678650.000000 Penalty: 3918.390625
	Iteration 20F: 3 clusters Score -1.767865e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 165530 members 
Entering Unmasked Estep 
Score: -17679318.000000 Penalty: 3918.390625
	Iteration 21Q: 3 clusters Score -1.767932e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 167639 members 
Entering Unmasked Estep 
Score: -17679720.000000 Penalty: 3918.390625
	Iteration 22Q: 3 clusters Score -1.767972e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 169205 members 
Entering Unmasked Estep 
Score: -17680092.000000 Penalty: 3918.390625
	Iteration 23Q: 3 clusters Score -1.768009e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 170346 members 
Entering Unmasked Estep 
Score: -17680356.000000 Penalty: 3918.390625
	Iteration 24Q: 3 clusters Score -1.768036e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 171108 members 
Entering Unmasked Estep 
Score: -17680538.000000 Penalty: 3918.390625
	Iteration 25Q: 3 clusters Score -1.768054e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 171542 members 
Entering Unmasked Estep 
Score: -17680624.000000 Penalty: 3918.390625
	Iteration 26Q: 3 clusters Score -1.768062e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 171784 members 
Entering Unmasked Estep 
Score: -17680660.000000 Penalty: 3918.390625
	Iteration 27Q: 3 clusters Score -1.768066e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 171902 members 
Entering Unmasked Estep 
Score: -17680652.000000 Penalty: 3918.390625
	Iteration 28Q: 3 clusters Score -1.768065e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 171956 members 
Entering Unmasked Estep 
Score: -17680674.000000 Penalty: 3918.390625
	Iteration 29Q: 3 clusters Score -1.768067e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 171978 members 
Entering Unmasked Estep 
Score: -17680660.000000 Penalty: 3918.390625
	Iteration 30Q: 3 clusters Score -1.768066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 171990 members 
Entering Unmasked Estep 
Score: -17680646.000000 Penalty: 3918.390625
	Iteration 31Q: 3 clusters Score -1.768065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 172000 members 
Entering Unmasked Estep 
Score: -17680666.000000 Penalty: 3918.390625
	Iteration 32Q: 3 clusters Score -1.768067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 172005 members 
Entering Unmasked Estep 
Score: -17680656.000000 Penalty: 3918.390625
	Iteration 33Q: 3 clusters Score -1.768066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 172008 members 
Entering Unmasked Estep 
Score: -17680654.000000 Penalty: 3918.390625
	Iteration 34Q: 3 clusters Score -1.768065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 172009 members 
Entering Unmasked Estep 
Score: -17680660.000000 Penalty: 3918.390625
	Iteration 35Q: 3 clusters Score -1.768066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 172012 members 
Entering Unmasked Estep 
Score: -17680674.000000 Penalty: 3918.390625
	Iteration 36Q: 3 clusters Score -1.768067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 172013 members 
Entering Unmasked Estep 
Score: -17680668.000000 Penalty: 3918.390625
	Iteration 37Q: 3 clusters Score -1.768067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 172017 members 
Entering Unmasked Estep 
Score: -17680668.000000 Penalty: 3918.390625
	Iteration 38Q: 3 clusters Score -1.768067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 172018 members 
Entering Unmasked Estep 
Score: -17680670.000000 Penalty: 3918.390625
	Iteration 39Q: 3 clusters Score -1.768067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 172020 members 
Entering Unmasked Estep 
Score: -17680682.000000 Penalty: 3918.390625
	Iteration 40F: 3 clusters Score -1.768068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 172021 members 
Entering Unmasked Estep 
Score: -17680670.000000 Penalty: 3918.390625
	Iteration 41Q: 3 clusters Score -1.768067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 172021 members 
Entering Unmasked Estep 
Score: -17680670.000000 Penalty: 3918.390625
	Iteration 42F: 3 clusters Score -1.768067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 3 contains 3565 members 
Mstep: Class 5 contains 146975 members 
Mstep: Class 6 contains 81888 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 139230 members 
Mstep: Class 11 contains 171523 members 
Mstep: Class 12 contains 15085 members 
Mstep: Class 13 contains 160649 members 
Mstep: Class 14 contains 117008 members 
Mstep: Class 15 contains 14437 members 
Mstep: Class 16 contains 21297 members 
Mstep: Class 17 contains 52938 members 
Mstep: Class 18 contains 17409 members 
Mstep: Class 19 contains 158002 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959296.000000 Penalty: 41147.996094
Iteration 159Q: 19 clusters Score -1.279593e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 3 contains 3563 members 
Mstep: Class 5 contains 146954 members 
Mstep: Class 6 contains 81896 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 139300 members 
Mstep: Class 11 contains 171571 members 
Mstep: Class 12 contains 15080 members 
Mstep: Class 13 contains 160666 members 
Mstep: Class 14 contains 117009 members 
Mstep: Class 15 contains 14439 members 
Mstep: Class 16 contains 21263 members 
Mstep: Class 17 contains 52930 members 
Mstep: Class 18 contains 17345 members 
Mstep: Class 19 contains 157985 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959360.000000 Penalty: 41147.996094
Iteration 160F: 19 clusters Score -1.279594e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 3 contains 3562 members 
Mstep: Class 5 contains 146944 members 
Mstep: Class 6 contains 81907 members 
Mstep: Class 7 contains 1735 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 139359 members 
Mstep: Class 11 contains 171607 members 
Mstep: Class 12 contains 15074 members 
Mstep: Class 13 contains 160687 members 
Mstep: Class 14 contains 117019 members 
Mstep: Class 15 contains 14441 members 
Mstep: Class 16 contains 21216 members 
Mstep: Class 17 contains 52922 members 
Mstep: Class 18 contains 17279 members 
Mstep: Class 19 contains 157976 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959192.000000 Penalty: 41147.996094
Iteration 161Q: 19 clusters Score -1.279592e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 3 contains 3562 members 
Mstep: Class 5 contains 146935 members 
Mstep: Class 6 contains 81930 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 139424 members 
Mstep: Class 11 contains 171636 members 
Mstep: Class 12 contains 15071 members 
Mstep: Class 13 contains 160700 members 
Mstep: Class 14 contains 117030 members 
Mstep: Class 15 contains 14451 members 
Mstep: Class 16 contains 21168 members 
Mstep: Class 17 contains 52907 members 
Mstep: Class 18 contains 17201 members 
Mstep: Class 19 contains 157960 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959192.000000 Penalty: 41147.996094
Iteration 162Q: 19 clusters Score -1.279592e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 3 contains 3562 members 
Mstep: Class 5 contains 146919 members 
Mstep: Class 6 contains 81960 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 139497 members 
Mstep: Class 11 contains 171682 members 
Mstep: Class 12 contains 15064 members 
Mstep: Class 13 contains 160725 members 
Mstep: Class 14 contains 117029 members 
Mstep: Class 15 contains 14459 members 
Mstep: Class 16 contains 21128 members 
Mstep: Class 17 contains 52892 members 
Mstep: Class 18 contains 17123 members 
Mstep: Class 19 contains 157936 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 22 contains 172262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959200.000000 Penalty: 41147.996094
Iteration 163Q: 19 clusters Score -1.279592e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 3 contains 3561 members 
Mstep: Class 5 contains 146903 members 
Mstep: Class 6 contains 81980 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 139571 members 
Mstep: Class 11 contains 171733 members 
Mstep: Class 12 contains 15064 members 
Mstep: Class 13 contains 160719 members 
Mstep: Class 14 contains 117036 members 
Mstep: Class 15 contains 14470 members 
Mstep: Class 16 contains 21097 members 
Mstep: Class 17 contains 52877 members 
Mstep: Class 18 contains 17041 members 
Mstep: Class 19 contains 157917 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 22 contains 172271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959120.000000 Penalty: 41147.996094
Iteration 164Q: 19 clusters Score -1.279591e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 3 contains 3563 members 
Mstep: Class 5 contains 146883 members 
Mstep: Class 6 contains 81975 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 139644 members 
Mstep: Class 11 contains 171788 members 
Mstep: Class 12 contains 15057 members 
Mstep: Class 13 contains 160721 members 
Mstep: Class 14 contains 117037 members 
Mstep: Class 15 contains 14480 members 
Mstep: Class 16 contains 21072 members 
Mstep: Class 17 contains 52866 members 
Mstep: Class 18 contains 16965 members 
Mstep: Class 19 contains 157910 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 22 contains 172278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959208.000000 Penalty: 41147.996094
Iteration 165Q: 19 clusters Score -1.279592e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 3 contains 3564 members 
Mstep: Class 5 contains 146864 members 
Mstep: Class 6 contains 81978 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 139738 members 
Mstep: Class 11 contains 171842 members 
Mstep: Class 12 contains 15051 members 
Mstep: Class 13 contains 160755 members 
Mstep: Class 14 contains 117041 members 
Mstep: Class 15 contains 14486 members 
Mstep: Class 16 contains 21045 members 
Mstep: Class 17 contains 52835 members 
Mstep: Class 18 contains 16879 members 
Mstep: Class 19 contains 157887 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 22 contains 172272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959008.000000 Penalty: 41147.996094
Iteration 166Q: 19 clusters Score -1.27959e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 3 contains 3562 members 
Mstep: Class 5 contains 146851 members 
Mstep: Class 6 contains 81995 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 139815 members 
Mstep: Class 11 contains 171885 members 
Mstep: Class 12 contains 15047 members 
Mstep: Class 13 contains 160757 members 
Mstep: Class 14 contains 117048 members 
Mstep: Class 15 contains 14502 members 
Mstep: Class 16 contains 21022 members 
Mstep: Class 17 contains 52825 members 
Mstep: Class 18 contains 16807 members 
Mstep: Class 19 contains 157859 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 22 contains 172262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958936.000000 Penalty: 41147.996094
Iteration 167Q: 19 clusters Score -1.279589e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 3 contains 3561 members 
Mstep: Class 5 contains 146839 members 
Mstep: Class 6 contains 81995 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 139884 members 
Mstep: Class 11 contains 171942 members 
Mstep: Class 12 contains 15043 members 
Mstep: Class 13 contains 160772 members 
Mstep: Class 14 contains 117051 members 
Mstep: Class 15 contains 14520 members 
Mstep: Class 16 contains 20994 members 
Mstep: Class 17 contains 52808 members 
Mstep: Class 18 contains 16744 members 
Mstep: Class 19 contains 157834 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 22 contains 172252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958976.000000 Penalty: 41147.996094
Iteration 168Q: 19 clusters Score -1.27959e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 3 contains 3560 members 
Mstep: Class 5 contains 146823 members 
Mstep: Class 6 contains 82024 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 139959 members 
Mstep: Class 11 contains 171990 members 
Mstep: Class 12 contains 15040 members 
Mstep: Class 13 contains 160758 members 
Mstep: Class 14 contains 117054 members 
Mstep: Class 15 contains 14532 members 
Mstep: Class 16 contains 20969 members 
Mstep: Class 17 contains 52792 members 
Mstep: Class 18 contains 16690 members 
Mstep: Class 19 contains 157812 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 22 contains 172239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958920.000000 Penalty: 41147.996094
Iteration 169Q: 19 clusters Score -1.279589e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 3 contains 3560 members 
Mstep: Class 5 contains 146811 members 
Mstep: Class 6 contains 82037 members 
Mstep: Class 7 contains 1712 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 140014 members 
Mstep: Class 11 contains 172043 members 
Mstep: Class 12 contains 15038 members 
Mstep: Class 13 contains 160759 members 
Mstep: Class 14 contains 117054 members 
Mstep: Class 15 contains 14541 members 
Mstep: Class 16 contains 20932 members 
Mstep: Class 17 contains 52777 members 
Mstep: Class 18 contains 16647 members 
Mstep: Class 19 contains 157791 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 22 contains 172243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958984.000000 Penalty: 41147.996094
Iteration 170Q: 19 clusters Score -1.27959e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 3 contains 3562 members 
Mstep: Class 5 contains 146801 members 
Mstep: Class 6 contains 82045 members 
Mstep: Class 7 contains 1711 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 140060 members 
Mstep: Class 11 contains 172091 members 
Mstep: Class 12 contains 15034 members 
Mstep: Class 13 contains 160750 members 
Mstep: Class 14 contains 117055 members 
Mstep: Class 15 contains 14545 members 
Mstep: Class 16 contains 20902 members 
Mstep: Class 17 contains 52768 members 
Mstep: Class 18 contains 16611 members 
Mstep: Class 19 contains 157778 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 22 contains 172246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959128.000000 Penalty: 41147.996094
Iteration 171Q: 19 clusters Score -1.279591e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 3 contains 3562 members 
Mstep: Class 5 contains 146795 members 
Mstep: Class 6 contains 82052 members 
Mstep: Class 7 contains 1711 members 
Mstep: Class 8 contains 4337 members 
Mstep: Class 9 contains 140108 members 
Mstep: Class 11 contains 172130 members 
Mstep: Class 12 contains 15027 members 
Mstep: Class 13 contains 160758 members 
Mstep: Class 14 contains 117051 members 
Mstep: Class 15 contains 14553 members 
Mstep: Class 16 contains 20877 members 
Mstep: Class 17 contains 52763 members 
Mstep: Class 18 contains 16562 members 
Mstep: Class 19 contains 157764 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 22 contains 172246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959024.000000 Penalty: 41147.996094
Iteration 172Q: 19 clusters Score -1.27959e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 3 contains 3561 members 
Mstep: Class 5 contains 146795 members 
Mstep: Class 6 contains 82062 members 
Mstep: Class 7 contains 1711 members 
Mstep: Class 8 contains 4334 members 
Mstep: Class 9 contains 140144 members 
Mstep: Class 11 contains 172164 members 
Mstep: Class 12 contains 15027 members 
Mstep: Class 13 contains 160758 members 
Mstep: Class 14 contains 117049 members 
Mstep: Class 15 contains 14560 members 
Mstep: Class 16 contains 20853 members 
Mstep: Class 17 contains 52758 members 
Mstep: Class 18 contains 16516 members 
Mstep: Class 19 contains 157751 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 22 contains 172252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959112.000000 Penalty: 41147.996094
Iteration 173Q: 19 clusters Score -1.279591e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 3 contains 3559 members 
Mstep: Class 5 contains 146789 members 
Mstep: Class 6 contains 82067 members 
Mstep: Class 7 contains 1711 members 
Mstep: Class 8 contains 4333 members 
Mstep: Class 9 contains 140188 members 
Mstep: Class 11 contains 172210 members 
Mstep: Class 12 contains 15022 members 
Mstep: Class 13 contains 160739 members 
Mstep: Class 14 contains 117046 members 
Mstep: Class 15 contains 14576 members 
Mstep: Class 16 contains 20831 members 
Mstep: Class 17 contains 52756 members 
Mstep: Class 18 contains 16476 members 
Mstep: Class 19 contains 157740 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 22 contains 172254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959216.000000 Penalty: 41147.996094
Iteration 174Q: 19 clusters Score -1.279592e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 3 contains 3558 members 
Mstep: Class 5 contains 146782 members 
Mstep: Class 6 contains 82076 members 
Mstep: Class 7 contains 1711 members 
Mstep: Class 8 contains 4332 members 
Mstep: Class 9 contains 140244 members 
Mstep: Class 11 contains 172244 members 
Mstep: Class 12 contains 15020 members 
Mstep: Class 13 contains 160712 members 
Mstep: Class 14 contains 117047 members 
Mstep: Class 15 contains 14578 members 
Mstep: Class 16 contains 20815 members 
Mstep: Class 17 contains 52751 members 
Mstep: Class 18 contains 16433 members 
Mstep: Class 19 contains 157729 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 22 contains 172264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959376.000000 Penalty: 41147.996094
Iteration 175Q: 19 clusters Score -1.279594e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 3559 members 
Mstep: Class 5 contains 146769 members 
Mstep: Class 6 contains 82108 members 
Mstep: Class 7 contains 1710 members 
Mstep: Class 8 contains 4333 members 
Mstep: Class 9 contains 140280 members 
Mstep: Class 11 contains 172285 members 
Mstep: Class 12 contains 15020 members 
Mstep: Class 13 contains 160719 members 
Mstep: Class 14 contains 117043 members 
Mstep: Class 15 contains 14571 members 
Mstep: Class 16 contains 20792 members 
Mstep: Class 17 contains 52740 members 
Mstep: Class 18 contains 16385 members 
Mstep: Class 19 contains 157723 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 22 contains 172256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959336.000000 Penalty: 41147.996094
Iteration 176Q: 19 clusters Score -1.279593e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3559 members 
Mstep: Class 5 contains 146753 members 
Mstep: Class 6 contains 82117 members 
Mstep: Class 7 contains 1708 members 
Mstep: Class 8 contains 4333 members 
Mstep: Class 9 contains 140335 members 
Mstep: Class 11 contains 172327 members 
Mstep: Class 12 contains 15019 members 
Mstep: Class 13 contains 160695 members 
Mstep: Class 14 contains 117035 members 
Mstep: Class 15 contains 14581 members 
Mstep: Class 16 contains 20770 members 
Mstep: Class 17 contains 52731 members 
Mstep: Class 18 contains 16343 members 
Mstep: Class 19 contains 157713 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959240.000000 Penalty: 41147.996094
Iteration 177Q: 19 clusters Score -1.279592e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3557 members 
Mstep: Class 5 contains 146748 members 
Mstep: Class 6 contains 82129 members 
Mstep: Class 7 contains 1704 members 
Mstep: Class 8 contains 4333 members 
Mstep: Class 9 contains 140391 members 
Mstep: Class 11 contains 172358 members 
Mstep: Class 12 contains 15021 members 
Mstep: Class 13 contains 160687 members 
Mstep: Class 14 contains 117028 members 
Mstep: Class 15 contains 14596 members 
Mstep: Class 16 contains 20743 members 
Mstep: Class 17 contains 52718 members 
Mstep: Class 18 contains 16304 members 
Mstep: Class 19 contains 157693 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959464.000000 Penalty: 41147.996094
Iteration 178Q: 19 clusters Score -1.279595e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3557 members 
Mstep: Class 5 contains 146741 members 
Mstep: Class 6 contains 82139 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 4334 members 
Mstep: Class 9 contains 140438 members 
Mstep: Class 11 contains 172400 members 
Mstep: Class 12 contains 15025 members 
Mstep: Class 13 contains 160679 members 
Mstep: Class 14 contains 117026 members 
Mstep: Class 15 contains 14601 members 
Mstep: Class 16 contains 20729 members 
Mstep: Class 17 contains 52698 members 
Mstep: Class 18 contains 16257 members 
Mstep: Class 19 contains 157678 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959328.000000 Penalty: 41147.996094
Iteration 179Q: 19 clusters Score -1.279593e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 3554 members 
Mstep: Class 5 contains 146732 members 
Mstep: Class 6 contains 82141 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 4335 members 
Mstep: Class 9 contains 140479 members 
Mstep: Class 11 contains 172451 members 
Mstep: Class 12 contains 15026 members 
Mstep: Class 13 contains 160659 members 
Mstep: Class 14 contains 117021 members 
Mstep: Class 15 contains 14610 members 
Mstep: Class 16 contains 20710 members 
Mstep: Class 17 contains 52693 members 
Mstep: Class 18 contains 16208 members 
Mstep: Class 19 contains 157675 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959408.000000 Penalty: 41147.996094
Iteration 180F: 19 clusters Score -1.279594e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 3552 members 
Mstep: Class 5 contains 146721 members 
Mstep: Class 6 contains 82147 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 140524 members 
Mstep: Class 11 contains 172495 members 
Mstep: Class 12 contains 15031 members 
Mstep: Class 13 contains 160659 members 
Mstep: Class 14 contains 117015 members 
Mstep: Class 15 contains 14620 members 
Mstep: Class 16 contains 20685 members 
Mstep: Class 17 contains 52682 members 
Mstep: Class 18 contains 16162 members 
Mstep: Class 19 contains 157657 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959280.000000 Penalty: 41147.996094
Iteration 181Q: 19 clusters Score -1.279593e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 3551 members 
Mstep: Class 5 contains 146709 members 
Mstep: Class 6 contains 82164 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 140577 members 
Mstep: Class 11 contains 172540 members 
Mstep: Class 12 contains 15032 members 
Mstep: Class 13 contains 160660 members 
Mstep: Class 14 contains 117011 members 
Mstep: Class 15 contains 14631 members 
Mstep: Class 16 contains 20666 members 
Mstep: Class 17 contains 52663 members 
Mstep: Class 18 contains 16104 members 
Mstep: Class 19 contains 157647 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959272.000000 Penalty: 41147.996094
Iteration 182Q: 19 clusters Score -1.279593e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 3543 members 
Mstep: Class 5 contains 146697 members 
Mstep: Class 6 contains 82169 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 140643 members 
Mstep: Class 11 contains 172581 members 
Mstep: Class 12 contains 15029 members 
Mstep: Class 13 contains 160648 members 
Mstep: Class 14 contains 117011 members 
Mstep: Class 15 contains 14650 members 
Mstep: Class 16 contains 20653 members 
Mstep: Class 17 contains 52650 members 
Mstep: Class 18 contains 16060 members 
Mstep: Class 19 contains 157627 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959248.000000 Penalty: 41147.996094
Iteration 183Q: 19 clusters Score -1.279592e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3541 members 
Mstep: Class 5 contains 146685 members 
Mstep: Class 6 contains 82178 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 140713 members 
Mstep: Class 11 contains 172607 members 
Mstep: Class 12 contains 15031 members 
Mstep: Class 13 contains 160646 members 
Mstep: Class 14 contains 117012 members 
Mstep: Class 15 contains 14665 members 
Mstep: Class 16 contains 20627 members 
Mstep: Class 17 contains 52636 members 
Mstep: Class 18 contains 16021 members 
Mstep: Class 19 contains 157598 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959240.000000 Penalty: 41147.996094
Iteration 184Q: 19 clusters Score -1.279592e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3541 members 
Mstep: Class 5 contains 146679 members 
Mstep: Class 6 contains 82159 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 4337 members 
Mstep: Class 9 contains 140778 members 
Mstep: Class 11 contains 172633 members 
Mstep: Class 12 contains 15028 members 
Mstep: Class 13 contains 160669 members 
Mstep: Class 14 contains 117012 members 
Mstep: Class 15 contains 14675 members 
Mstep: Class 16 contains 20594 members 
Mstep: Class 17 contains 52627 members 
Mstep: Class 18 contains 15989 members 
Mstep: Class 19 contains 157576 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959000.000000 Penalty: 41147.996094
Iteration 185Q: 19 clusters Score -1.27959e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3541 members 
Mstep: Class 5 contains 146677 members 
Mstep: Class 6 contains 82151 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 4337 members 
Mstep: Class 9 contains 140850 members 
Mstep: Class 11 contains 172665 members 
Mstep: Class 12 contains 15025 members 
Mstep: Class 13 contains 160674 members 
Mstep: Class 14 contains 117010 members 
Mstep: Class 15 contains 14688 members 
Mstep: Class 16 contains 20559 members 
Mstep: Class 17 contains 52616 members 
Mstep: Class 18 contains 15956 members 
Mstep: Class 19 contains 157552 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 22 contains 172296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958904.000000 Penalty: 41147.996094
Iteration 186Q: 19 clusters Score -1.279589e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3541 members 
Mstep: Class 5 contains 146674 members 
Mstep: Class 6 contains 82137 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 4337 members 
Mstep: Class 9 contains 140899 members 
Mstep: Class 11 contains 172701 members 
Mstep: Class 12 contains 15025 members 
Mstep: Class 13 contains 160661 members 
Mstep: Class 14 contains 117009 members 
Mstep: Class 15 contains 14714 members 
Mstep: Class 16 contains 20525 members 
Mstep: Class 17 contains 52606 members 
Mstep: Class 18 contains 15921 members 
Mstep: Class 19 contains 157552 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 22 contains 172294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958992.000000 Penalty: 41147.996094
Iteration 187Q: 19 clusters Score -1.27959e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 3 contains 3541 members 
Mstep: Class 5 contains 146666 members 
Mstep: Class 6 contains 82126 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 4337 members 
Mstep: Class 9 contains 140961 members 
Mstep: Class 11 contains 172718 members 
Mstep: Class 12 contains 15026 members 
Mstep: Class 13 contains 160641 members 
Mstep: Class 14 contains 117010 members 
Mstep: Class 15 contains 14732 members 
Mstep: Class 16 contains 20496 members 
Mstep: Class 17 contains 52603 members 
Mstep: Class 18 contains 15884 members 
Mstep: Class 19 contains 157562 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 22 contains 172292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958888.000000 Penalty: 41147.996094
Iteration 188Q: 19 clusters Score -1.279589e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 3 contains 3542 members 
Mstep: Class 5 contains 146664 members 
Mstep: Class 6 contains 82129 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 4337 members 
Mstep: Class 9 contains 141017 members 
Mstep: Class 11 contains 172731 members 
Mstep: Class 12 contains 15021 members 
Mstep: Class 13 contains 160652 members 
Mstep: Class 14 contains 117003 members 
Mstep: Class 15 contains 14756 members 
Mstep: Class 16 contains 20471 members 
Mstep: Class 17 contains 52593 members 
Mstep: Class 18 contains 15853 members 
Mstep: Class 19 contains 157542 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 22 contains 172284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958856.000000 Penalty: 41147.996094
Iteration 189Q: 19 clusters Score -1.279589e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 3 contains 3542 members 
Mstep: Class 5 contains 146666 members 
Mstep: Class 6 contains 82135 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 141070 members 
Mstep: Class 11 contains 172732 members 
Mstep: Class 12 contains 15018 members 
Mstep: Class 13 contains 160653 members 
Mstep: Class 14 contains 116997 members 
Mstep: Class 15 contains 14773 members 
Mstep: Class 16 contains 20449 members 
Mstep: Class 17 contains 52596 members 
Mstep: Class 18 contains 15820 members 
Mstep: Class 19 contains 157523 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 22 contains 172283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958840.000000 Penalty: 41147.996094
Iteration 190Q: 19 clusters Score -1.279588e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 3 contains 3542 members 
Mstep: Class 5 contains 146669 members 
Mstep: Class 6 contains 82143 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 141106 members 
Mstep: Class 11 contains 172734 members 
Mstep: Class 12 contains 15020 members 
Mstep: Class 13 contains 160662 members 
Mstep: Class 14 contains 116990 members 
Mstep: Class 15 contains 14782 members 
Mstep: Class 16 contains 20431 members 
Mstep: Class 17 contains 52594 members 
Mstep: Class 18 contains 15788 members 
Mstep: Class 19 contains 157518 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 22 contains 172274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958744.000000 Penalty: 41147.996094
Iteration 191Q: 19 clusters Score -1.279587e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 3 contains 3540 members 
Mstep: Class 5 contains 146676 members 
Mstep: Class 6 contains 82166 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 141141 members 
Mstep: Class 11 contains 172731 members 
Mstep: Class 12 contains 15016 members 
Mstep: Class 13 contains 160669 members 
Mstep: Class 14 contains 116977 members 
Mstep: Class 15 contains 14795 members 
Mstep: Class 16 contains 20411 members 
Mstep: Class 17 contains 52595 members 
Mstep: Class 18 contains 15748 members 
Mstep: Class 19 contains 157513 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958760.000000 Penalty: 41147.996094
Iteration 192Q: 19 clusters Score -1.279588e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 5 contains 146672 members 
Mstep: Class 6 contains 82170 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 141181 members 
Mstep: Class 11 contains 172744 members 
Mstep: Class 12 contains 15016 members 
Mstep: Class 13 contains 160678 members 
Mstep: Class 14 contains 116978 members 
Mstep: Class 15 contains 14803 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 52597 members 
Mstep: Class 18 contains 15704 members 
Mstep: Class 19 contains 157516 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958688.000000 Penalty: 41147.996094
Iteration 193Q: 19 clusters Score -1.279587e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 3 contains 3538 members 
Mstep: Class 5 contains 146666 members 
Mstep: Class 6 contains 82186 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 4347 members 
Mstep: Class 9 contains 141219 members 
Mstep: Class 11 contains 172755 members 
Mstep: Class 12 contains 15017 members 
Mstep: Class 13 contains 160681 members 
Mstep: Class 14 contains 116981 members 
Mstep: Class 15 contains 14805 members 
Mstep: Class 16 contains 20373 members 
Mstep: Class 17 contains 52596 members 
Mstep: Class 18 contains 15662 members 
Mstep: Class 19 contains 157522 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 22 contains 172246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958784.000000 Penalty: 41147.996094
Iteration 194Q: 19 clusters Score -1.279588e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 5 contains 146666 members 
Mstep: Class 6 contains 82203 members 
Mstep: Class 7 contains 1692 members 
Mstep: Class 8 contains 4347 members 
Mstep: Class 9 contains 141255 members 
Mstep: Class 11 contains 172756 members 
Mstep: Class 12 contains 15013 members 
Mstep: Class 13 contains 160687 members 
Mstep: Class 14 contains 116981 members 
Mstep: Class 15 contains 14806 members 
Mstep: Class 16 contains 20362 members 
Mstep: Class 17 contains 52600 members 
Mstep: Class 18 contains 15611 members 
Mstep: Class 19 contains 157527 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958784.000000 Penalty: 41147.996094
Iteration 195Q: 19 clusters Score -1.279588e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 3 contains 3534 members 
Mstep: Class 5 contains 146664 members 
Mstep: Class 6 contains 82214 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 4346 members 
Mstep: Class 9 contains 141284 members 
Mstep: Class 11 contains 172759 members 
Mstep: Class 12 contains 15007 members 
Mstep: Class 13 contains 160722 members 
Mstep: Class 14 contains 116978 members 
Mstep: Class 15 contains 14803 members 
Mstep: Class 16 contains 20347 members 
Mstep: Class 17 contains 52593 members 
Mstep: Class 18 contains 15565 members 
Mstep: Class 19 contains 157539 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958624.000000 Penalty: 41147.996094
Iteration 196Q: 19 clusters Score -1.279586e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 3 contains 3531 members 
Mstep: Class 5 contains 146663 members 
Mstep: Class 6 contains 82228 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 141305 members 
Mstep: Class 11 contains 172772 members 
Mstep: Class 12 contains 15007 members 
Mstep: Class 13 contains 160768 members 
Mstep: Class 14 contains 116974 members 
Mstep: Class 15 contains 14795 members 
Mstep: Class 16 contains 20341 members 
Mstep: Class 17 contains 52579 members 
Mstep: Class 18 contains 15520 members 
Mstep: Class 19 contains 157530 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958744.000000 Penalty: 41147.996094
Iteration 197Q: 19 clusters Score -1.279587e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 3 contains 3529 members 
Mstep: Class 5 contains 146651 members 
Mstep: Class 6 contains 82240 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 141318 members 
Mstep: Class 11 contains 172780 members 
Mstep: Class 12 contains 15007 members 
Mstep: Class 13 contains 160828 members 
Mstep: Class 14 contains 116971 members 
Mstep: Class 15 contains 14788 members 
Mstep: Class 16 contains 20335 members 
Mstep: Class 17 contains 52575 members 
Mstep: Class 18 contains 15476 members 
Mstep: Class 19 contains 157533 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 22 contains 172222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958616.000000 Penalty: 41147.996094
Iteration 198Q: 19 clusters Score -1.279586e+08 nChanged 265
Entering ConstructFrom: 
Score: -127958616.000000 Penalty: 41147.996094
Entering ConstructFrom: 
Trying to split cluster 1 (1961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Entering Unmasked Estep 
Score: -171022.031250 Penalty: 1231.946533
	Iteration 0F: 2 clusters Score -171022 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 986 members 
Entering Unmasked Estep 
Score: -168939.000000 Penalty: 2463.893066
	Iteration 0F: 3 clusters Score -168939 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -169576.875000 Penalty: 2463.893066
	Iteration 1F: 3 clusters Score -169576.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -169817.562500 Penalty: 2463.893066
	Iteration 2F: 3 clusters Score -169817.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -169966.140625 Penalty: 2463.893066
	Iteration 3F: 3 clusters Score -169966.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -170070.843750 Penalty: 2463.893066
	Iteration 4F: 3 clusters Score -170070.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -170146.140625 Penalty: 2463.893066
	Iteration 5Q: 3 clusters Score -170146.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -170195.921875 Penalty: 2463.893066
	Iteration 6Q: 3 clusters Score -170195.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -170231.484375 Penalty: 2463.893066
	Iteration 7Q: 3 clusters Score -170231.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -170257.562500 Penalty: 2463.893066
	Iteration 8Q: 3 clusters Score -170257.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -170278.234375 Penalty: 2463.893066
	Iteration 9Q: 3 clusters Score -170278.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -170297.625000 Penalty: 2463.893066
	Iteration 10Q: 3 clusters Score -170297.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -170315.750000 Penalty: 2463.893066
	Iteration 11Q: 3 clusters Score -170315.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -170329.984375 Penalty: 2463.893066
	Iteration 12Q: 3 clusters Score -170330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -170343.140625 Penalty: 2463.893066
	Iteration 13Q: 3 clusters Score -170343.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -170353.000000 Penalty: 2463.893066
	Iteration 14Q: 3 clusters Score -170353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -170363.375000 Penalty: 2463.893066
	Iteration 15Q: 3 clusters Score -170363.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -170371.859375 Penalty: 2463.893066
	Iteration 16Q: 3 clusters Score -170371.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -170380.218750 Penalty: 2463.893066
	Iteration 17Q: 3 clusters Score -170380.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -170386.500000 Penalty: 2463.893066
	Iteration 18Q: 3 clusters Score -170386.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -170391.593750 Penalty: 2463.893066
	Iteration 19Q: 3 clusters Score -170391.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -170395.265625 Penalty: 2463.893066
	Iteration 20F: 3 clusters Score -170395.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -170400.156250 Penalty: 2463.893066
	Iteration 21Q: 3 clusters Score -170400.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -170404.265625 Penalty: 2463.893066
	Iteration 22Q: 3 clusters Score -170404.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -170405.937500 Penalty: 2463.893066
	Iteration 23Q: 3 clusters Score -170405.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -170408.250000 Penalty: 2463.893066
	Iteration 24Q: 3 clusters Score -170408.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -170410.656250 Penalty: 2463.893066
	Iteration 25Q: 3 clusters Score -170410.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -170411.265625 Penalty: 2463.893066
	Iteration 26Q: 3 clusters Score -170411.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -170412.453125 Penalty: 2463.893066
	Iteration 27Q: 3 clusters Score -170412.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -170414.046875 Penalty: 2463.893066
	Iteration 28Q: 3 clusters Score -170414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -170414.218750 Penalty: 2463.893066
	Iteration 29Q: 3 clusters Score -170414.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -170414.734375 Penalty: 2463.893066
	Iteration 30Q: 3 clusters Score -170414.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -170416.031250 Penalty: 2463.893066
	Iteration 31Q: 3 clusters Score -170416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -170418.421875 Penalty: 2463.893066
	Iteration 32Q: 3 clusters Score -170418.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -170420.500000 Penalty: 2463.893066
	Iteration 33Q: 3 clusters Score -170420.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -170421.906250 Penalty: 2463.893066
	Iteration 34Q: 3 clusters Score -170421.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -170424.968750 Penalty: 2463.893066
	Iteration 35Q: 3 clusters Score -170425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -170430.781250 Penalty: 2463.893066
	Iteration 36Q: 3 clusters Score -170430.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -170437.515625 Penalty: 2463.893066
	Iteration 37Q: 3 clusters Score -170437.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -170443.187500 Penalty: 2463.893066
	Iteration 38Q: 3 clusters Score -170443.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -170447.109375 Penalty: 2463.893066
	Iteration 39Q: 3 clusters Score -170447.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -170449.109375 Penalty: 2463.893066
	Iteration 40F: 3 clusters Score -170449.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -170450.281250 Penalty: 2463.893066
	Iteration 41Q: 3 clusters Score -170450.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -170452.140625 Penalty: 2463.893066
	Iteration 42Q: 3 clusters Score -170452.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -170457.359375 Penalty: 2463.893066
	Iteration 43Q: 3 clusters Score -170457.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -170461.046875 Penalty: 2463.893066
	Iteration 44Q: 3 clusters Score -170461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -170463.109375 Penalty: 2463.893066
	Iteration 45Q: 3 clusters Score -170463.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -170464.843750 Penalty: 2463.893066
	Iteration 46Q: 3 clusters Score -170464.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -170467.218750 Penalty: 2463.893066
	Iteration 47Q: 3 clusters Score -170467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -170468.609375 Penalty: 2463.893066
	Iteration 48Q: 3 clusters Score -170468.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -170469.656250 Penalty: 2463.893066
	Iteration 49Q: 3 clusters Score -170469.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -170470.703125 Penalty: 2463.893066
	Iteration 50Q: 3 clusters Score -170470.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -170473.546875 Penalty: 2463.893066
	Iteration 51Q: 3 clusters Score -170473.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -170474.859375 Penalty: 2463.893066
	Iteration 52Q: 3 clusters Score -170474.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -170475.359375 Penalty: 2463.893066
	Iteration 53Q: 3 clusters Score -170475.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -170475.984375 Penalty: 2463.893066
	Iteration 54Q: 3 clusters Score -170476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -170476.750000 Penalty: 2463.893066
	Iteration 55Q: 3 clusters Score -170476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -170478.140625 Penalty: 2463.893066
	Iteration 56Q: 3 clusters Score -170478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -170479.468750 Penalty: 2463.893066
	Iteration 57Q: 3 clusters Score -170479.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -170482.453125 Penalty: 2463.893066
	Iteration 58Q: 3 clusters Score -170482.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -170486.343750 Penalty: 2463.893066
	Iteration 59Q: 3 clusters Score -170486.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -170490.656250 Penalty: 2463.893066
	Iteration 60F: 3 clusters Score -170490.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -170494.500000 Penalty: 2463.893066
	Iteration 61Q: 3 clusters Score -170494.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -170498.062500 Penalty: 2463.893066
	Iteration 62Q: 3 clusters Score -170498.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -170499.093750 Penalty: 2463.893066
	Iteration 63Q: 3 clusters Score -170499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -170499.531250 Penalty: 2463.893066
	Iteration 64Q: 3 clusters Score -170499.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -170500.421875 Penalty: 2463.893066
	Iteration 65Q: 3 clusters Score -170500.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -170500.421875 Penalty: 2463.893066
	Iteration 66F: 3 clusters Score -170500.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Entering Unmasked Estep 
Score: -327166.531250 Penalty: 1327.379028
	Iteration 0F: 2 clusters Score -327166.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -324197.625000 Penalty: 2654.758057
	Iteration 0F: 3 clusters Score -324197.6 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -325201.562500 Penalty: 2654.758057
	Iteration 1F: 3 clusters Score -325201.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -325538.250000 Penalty: 2654.758057
	Iteration 2F: 3 clusters Score -325538.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -325776.062500 Penalty: 2654.758057
	Iteration 3F: 3 clusters Score -325776.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -325955.312500 Penalty: 2654.758057
	Iteration 4F: 3 clusters Score -325955.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -326085.031250 Penalty: 2654.758057
	Iteration 5Q: 3 clusters Score -326085 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -326178.312500 Penalty: 2654.758057
	Iteration 6Q: 3 clusters Score -326178.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -326215.531250 Penalty: 2654.758057
	Iteration 7Q: 3 clusters Score -326215.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -326248.468750 Penalty: 2654.758057
	Iteration 8Q: 3 clusters Score -326248.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -326279.562500 Penalty: 2654.758057
	Iteration 9Q: 3 clusters Score -326279.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -326300.500000 Penalty: 2654.758057
	Iteration 10Q: 3 clusters Score -326300.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -326318.812500 Penalty: 2654.758057
	Iteration 11Q: 3 clusters Score -326318.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -326329.875000 Penalty: 2654.758057
	Iteration 12Q: 3 clusters Score -326329.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -326340.281250 Penalty: 2654.758057
	Iteration 13Q: 3 clusters Score -326340.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -326351.781250 Penalty: 2654.758057
	Iteration 14Q: 3 clusters Score -326351.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -326363.281250 Penalty: 2654.758057
	Iteration 15Q: 3 clusters Score -326363.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -326376.000000 Penalty: 2654.758057
	Iteration 16Q: 3 clusters Score -326376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -326389.562500 Penalty: 2654.758057
	Iteration 17Q: 3 clusters Score -326389.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -326398.656250 Penalty: 2654.758057
	Iteration 18Q: 3 clusters Score -326398.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -326410.343750 Penalty: 2654.758057
	Iteration 19Q: 3 clusters Score -326410.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -326438.281250 Penalty: 2654.758057
	Iteration 20F: 3 clusters Score -326438.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -326467.687500 Penalty: 2654.758057
	Iteration 21Q: 3 clusters Score -326467.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -326482.718750 Penalty: 2654.758057
	Iteration 22Q: 3 clusters Score -326482.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -326501.406250 Penalty: 2654.758057
	Iteration 23Q: 3 clusters Score -326501.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -326513.843750 Penalty: 2654.758057
	Iteration 24Q: 3 clusters Score -326513.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -326522.312500 Penalty: 2654.758057
	Iteration 25Q: 3 clusters Score -326522.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -326530.687500 Penalty: 2654.758057
	Iteration 26Q: 3 clusters Score -326530.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -326545.812500 Penalty: 2654.758057
	Iteration 27Q: 3 clusters Score -326545.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -326558.312500 Penalty: 2654.758057
	Iteration 28Q: 3 clusters Score -326558.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -326569.093750 Penalty: 2654.758057
	Iteration 29Q: 3 clusters Score -326569.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -326573.343750 Penalty: 2654.758057
	Iteration 30Q: 3 clusters Score -326573.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -326576.156250 Penalty: 2654.758057
	Iteration 31Q: 3 clusters Score -326576.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -326577.750000 Penalty: 2654.758057
	Iteration 32Q: 3 clusters Score -326577.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -326581.093750 Penalty: 2654.758057
	Iteration 33Q: 3 clusters Score -326581.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -326588.312500 Penalty: 2654.758057
	Iteration 34Q: 3 clusters Score -326588.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -326593.937500 Penalty: 2654.758057
	Iteration 35Q: 3 clusters Score -326593.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -326602.375000 Penalty: 2654.758057
	Iteration 36Q: 3 clusters Score -326602.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -326611.937500 Penalty: 2654.758057
	Iteration 37Q: 3 clusters Score -326611.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -326619.406250 Penalty: 2654.758057
	Iteration 38Q: 3 clusters Score -326619.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -326626.562500 Penalty: 2654.758057
	Iteration 39Q: 3 clusters Score -326626.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -326630.968750 Penalty: 2654.758057
	Iteration 40F: 3 clusters Score -326631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -326635.750000 Penalty: 2654.758057
	Iteration 41Q: 3 clusters Score -326635.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -326640.437500 Penalty: 2654.758057
	Iteration 42Q: 3 clusters Score -326640.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -326644.437500 Penalty: 2654.758057
	Iteration 43Q: 3 clusters Score -326644.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -326648.031250 Penalty: 2654.758057
	Iteration 44Q: 3 clusters Score -326648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -326655.812500 Penalty: 2654.758057
	Iteration 45Q: 3 clusters Score -326655.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -326661.218750 Penalty: 2654.758057
	Iteration 46Q: 3 clusters Score -326661.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -326665.468750 Penalty: 2654.758057
	Iteration 47Q: 3 clusters Score -326665.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -326668.093750 Penalty: 2654.758057
	Iteration 48Q: 3 clusters Score -326668.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -326671.375000 Penalty: 2654.758057
	Iteration 49Q: 3 clusters Score -326671.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -326672.500000 Penalty: 2654.758057
	Iteration 50Q: 3 clusters Score -326672.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -326673.375000 Penalty: 2654.758057
	Iteration 51Q: 3 clusters Score -326673.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -326673.500000 Penalty: 2654.758057
	Iteration 52Q: 3 clusters Score -326673.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -326673.500000 Penalty: 2654.758057
	Iteration 53F: 3 clusters Score -326673.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (146650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146650 members 
Entering Unmasked Estep 
Score: -14904299.000000 Penalty: 1933.068237
	Iteration 0F: 2 clusters Score -1.49043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73317 members 
Mstep: Class 2 contains 73333 members 
Entering Unmasked Estep 
Score: -14806530.000000 Penalty: 3866.136475
	Iteration 0F: 3 clusters Score -1.480653e+07 nChanged 70711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73702 members 
Mstep: Class 2 contains 72948 members 
Entering Unmasked Estep 
Score: -14847707.000000 Penalty: 3866.136475
	Iteration 1F: 3 clusters Score -1.484771e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74128 members 
Mstep: Class 2 contains 72522 members 
Entering Unmasked Estep 
Score: -14848438.000000 Penalty: 3866.136475
	Iteration 2Q: 3 clusters Score -1.484844e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74843 members 
Mstep: Class 2 contains 71807 members 
Entering Unmasked Estep 
Score: -14849364.000000 Penalty: 3866.136475
	Iteration 3Q: 3 clusters Score -1.484936e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75967 members 
Mstep: Class 2 contains 70683 members 
Entering Unmasked Estep 
Score: -14850425.000000 Penalty: 3866.136475
	Iteration 4Q: 3 clusters Score -1.485042e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 68857 members 
Entering Unmasked Estep 
Score: -14851836.000000 Penalty: 3866.136475
	Iteration 5Q: 3 clusters Score -1.485184e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80454 members 
Mstep: Class 2 contains 66196 members 
Entering Unmasked Estep 
Score: -14853495.000000 Penalty: 3866.136475
	Iteration 6Q: 3 clusters Score -1.48535e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -14855618.000000 Penalty: 3866.136475
	Iteration 7Q: 3 clusters Score -1.485562e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89472 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -14858455.000000 Penalty: 3866.136475
	Iteration 8Q: 3 clusters Score -1.485846e+07 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96360 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -14862564.000000 Penalty: 3866.136475
	Iteration 9F: 3 clusters Score -1.486256e+07 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105077 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -14868157.000000 Penalty: 3866.136475
	Iteration 10F: 3 clusters Score -1.486816e+07 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115124 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -14875662.000000 Penalty: 3866.136475
	Iteration 11F: 3 clusters Score -1.487566e+07 nChanged 10319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125427 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -14884475.000000 Penalty: 3866.136475
	Iteration 12F: 3 clusters Score -1.488448e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134181 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -14892358.000000 Penalty: 3866.136475
	Iteration 13F: 3 clusters Score -1.489236e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140294 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -14897918.000000 Penalty: 3866.136475
	Iteration 14Q: 3 clusters Score -1.489792e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143658 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -14900703.000000 Penalty: 3866.136475
	Iteration 15Q: 3 clusters Score -1.49007e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145144 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -14901913.000000 Penalty: 3866.136475
	Iteration 16Q: 3 clusters Score -1.490191e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145775 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -14902296.000000 Penalty: 3866.136475
	Iteration 17Q: 3 clusters Score -1.49023e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146039 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -14902424.000000 Penalty: 3866.136475
	Iteration 18Q: 3 clusters Score -1.490242e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146156 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -14902499.000000 Penalty: 3866.136475
	Iteration 19Q: 3 clusters Score -1.49025e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146216 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -14902572.000000 Penalty: 3866.136475
	Iteration 20F: 3 clusters Score -1.490257e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146259 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -14902590.000000 Penalty: 3866.136475
	Iteration 21Q: 3 clusters Score -1.490259e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146285 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -14902600.000000 Penalty: 3866.136475
	Iteration 22Q: 3 clusters Score -1.49026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146305 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -14902612.000000 Penalty: 3866.136475
	Iteration 23Q: 3 clusters Score -1.490261e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146325 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -14902613.000000 Penalty: 3866.136475
	Iteration 24Q: 3 clusters Score -1.490261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146328 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -14902620.000000 Penalty: 3866.136475
	Iteration 25Q: 3 clusters Score -1.490262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146327 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -14902615.000000 Penalty: 3866.136475
	Iteration 26Q: 3 clusters Score -1.490262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146327 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -14902615.000000 Penalty: 3866.136475
	Iteration 27F: 3 clusters Score -1.490262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (82271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82271 members 
Entering Unmasked Estep 
Score: -8454580.000000 Penalty: 1839.138306
	Iteration 0F: 2 clusters Score -8454580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -8399907.000000 Penalty: 3678.276611
	Iteration 0F: 3 clusters Score -8399907 nChanged 39108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -8422159.000000 Penalty: 3678.276611
	Iteration 1F: 3 clusters Score -8422159 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -8422551.000000 Penalty: 3678.276611
	Iteration 2Q: 3 clusters Score -8422551 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -8423000.000000 Penalty: 3678.276611
	Iteration 3Q: 3 clusters Score -8423000 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -8423375.000000 Penalty: 3678.276611
	Iteration 4Q: 3 clusters Score -8423375 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -8423791.000000 Penalty: 3678.276611
	Iteration 5Q: 3 clusters Score -8423791 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -8424256.000000 Penalty: 3678.276611
	Iteration 6Q: 3 clusters Score -8424256 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -8424858.000000 Penalty: 3678.276611
	Iteration 7Q: 3 clusters Score -8424858 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -8425567.000000 Penalty: 3678.276611
	Iteration 8Q: 3 clusters Score -8425567 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -8426512.000000 Penalty: 3678.276611
	Iteration 9Q: 3 clusters Score -8426512 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -8428108.000000 Penalty: 3678.276611
	Iteration 10Q: 3 clusters Score -8428108 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -8430640.000000 Penalty: 3678.276611
	Iteration 11Q: 3 clusters Score -8430640 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -8434247.000000 Penalty: 3678.276611
	Iteration 12F: 3 clusters Score -8434247 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -8437919.000000 Penalty: 3678.276611
	Iteration 13F: 3 clusters Score -8437919 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -8439824.000000 Penalty: 3678.276611
	Iteration 14F: 3 clusters Score -8439824 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -8440652.000000 Penalty: 3678.276611
	Iteration 15Q: 3 clusters Score -8440652 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -8441128.000000 Penalty: 3678.276611
	Iteration 16Q: 3 clusters Score -8441128 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -8441643.000000 Penalty: 3678.276611
	Iteration 17Q: 3 clusters Score -8441643 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -8442302.000000 Penalty: 3678.276611
	Iteration 18Q: 3 clusters Score -8442302 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -8442952.000000 Penalty: 3678.276611
	Iteration 19Q: 3 clusters Score -8442952 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -8443770.000000 Penalty: 3678.276611
	Iteration 20F: 3 clusters Score -8443770 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -8444677.000000 Penalty: 3678.276611
	Iteration 21Q: 3 clusters Score -8444677 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -8445653.000000 Penalty: 3678.276611
	Iteration 22Q: 3 clusters Score -8445653 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -8446584.000000 Penalty: 3678.276611
	Iteration 23Q: 3 clusters Score -8446584 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -8447330.000000 Penalty: 3678.276611
	Iteration 24Q: 3 clusters Score -8447330 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -8447979.000000 Penalty: 3678.276611
	Iteration 25Q: 3 clusters Score -8447979 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -8448499.000000 Penalty: 3678.276611
	Iteration 26Q: 3 clusters Score -8448499 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -8448785.000000 Penalty: 3678.276611
	Iteration 27Q: 3 clusters Score -8448785 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -8448997.000000 Penalty: 3678.276611
	Iteration 28Q: 3 clusters Score -8448997 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -8449189.000000 Penalty: 3678.276611
	Iteration 29Q: 3 clusters Score -8449189 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -8449329.000000 Penalty: 3678.276611
	Iteration 30Q: 3 clusters Score -8449329 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -8449438.000000 Penalty: 3678.276611
	Iteration 31Q: 3 clusters Score -8449438 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -8449535.000000 Penalty: 3678.276611
	Iteration 32Q: 3 clusters Score -8449535 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -8449574.000000 Penalty: 3678.276611
	Iteration 33Q: 3 clusters Score -8449574 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -8449624.000000 Penalty: 3678.276611
	Iteration 34Q: 3 clusters Score -8449624 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -8449665.000000 Penalty: 3678.276611
	Iteration 35Q: 3 clusters Score -8449665 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -8449719.000000 Penalty: 3678.276611
	Iteration 36Q: 3 clusters Score -8449719 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -8449731.000000 Penalty: 3678.276611
	Iteration 37Q: 3 clusters Score -8449731 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -8449790.000000 Penalty: 3678.276611
	Iteration 38Q: 3 clusters Score -8449790 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -8449784.000000 Penalty: 3678.276611
	Iteration 39Q: 3 clusters Score -8449784 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -8449803.000000 Penalty: 3678.276611
	Iteration 40F: 3 clusters Score -8449803 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -8449801.000000 Penalty: 3678.276611
	Iteration 41Q: 3 clusters Score -8449801 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -8449818.000000 Penalty: 3678.276611
	Iteration 42Q: 3 clusters Score -8449818 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -8449822.000000 Penalty: 3678.276611
	Iteration 43Q: 3 clusters Score -8449822 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -8449830.000000 Penalty: 3678.276611
	Iteration 44Q: 3 clusters Score -8449830 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -8449832.000000 Penalty: 3678.276611
	Iteration 45Q: 3 clusters Score -8449832 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -8449880.000000 Penalty: 3678.276611
	Iteration 46Q: 3 clusters Score -8449880 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -8449898.000000 Penalty: 3678.276611
	Iteration 47Q: 3 clusters Score -8449898 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -8449887.000000 Penalty: 3678.276611
	Iteration 48Q: 3 clusters Score -8449887 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -8449909.000000 Penalty: 3678.276611
	Iteration 49Q: 3 clusters Score -8449909 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -8449920.000000 Penalty: 3678.276611
	Iteration 50Q: 3 clusters Score -8449920 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -8449941.000000 Penalty: 3678.276611
	Iteration 51Q: 3 clusters Score -8449941 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -8449949.000000 Penalty: 3678.276611
	Iteration 52Q: 3 clusters Score -8449949 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -8449954.000000 Penalty: 3678.276611
	Iteration 53Q: 3 clusters Score -8449954 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -8449958.000000 Penalty: 3678.276611
	Iteration 54Q: 3 clusters Score -8449958 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -8449969.000000 Penalty: 3678.276611
	Iteration 55Q: 3 clusters Score -8449969 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -8449969.000000 Penalty: 3678.276611
	Iteration 56Q: 3 clusters Score -8449969 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -8449987.000000 Penalty: 3678.276611
	Iteration 57Q: 3 clusters Score -8449987 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -8449985.000000 Penalty: 3678.276611
	Iteration 58Q: 3 clusters Score -8449985 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -8449992.000000 Penalty: 3678.276611
	Iteration 59Q: 3 clusters Score -8449992 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -8450009.000000 Penalty: 3678.276611
	Iteration 60F: 3 clusters Score -8450009 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -8450029.000000 Penalty: 3678.276611
	Iteration 61Q: 3 clusters Score -8450029 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -8450030.000000 Penalty: 3678.276611
	Iteration 62Q: 3 clusters Score -8450030 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -8450040.000000 Penalty: 3678.276611
	Iteration 63Q: 3 clusters Score -8450040 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -8450057.000000 Penalty: 3678.276611
	Iteration 64Q: 3 clusters Score -8450057 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -8450068.000000 Penalty: 3678.276611
	Iteration 65Q: 3 clusters Score -8450068 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -8450089.000000 Penalty: 3678.276611
	Iteration 66Q: 3 clusters Score -8450089 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -8450103.000000 Penalty: 3678.276611
	Iteration 67Q: 3 clusters Score -8450103 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -8450094.000000 Penalty: 3678.276611
	Iteration 68Q: 3 clusters Score -8450094 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -8450109.000000 Penalty: 3678.276611
	Iteration 69Q: 3 clusters Score -8450109 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -8450122.000000 Penalty: 3678.276611
	Iteration 70Q: 3 clusters Score -8450122 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -8450126.000000 Penalty: 3678.276611
	Iteration 71Q: 3 clusters Score -8450126 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 55846 members 
Entering Unmasked Estep 
Score: -8450144.000000 Penalty: 3678.276611
	Iteration 72Q: 3 clusters Score -8450144 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -8450156.000000 Penalty: 3678.276611
	Iteration 73Q: 3 clusters Score -8450156 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -8450194.000000 Penalty: 3678.276611
	Iteration 74Q: 3 clusters Score -8450194 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -8450211.000000 Penalty: 3678.276611
	Iteration 75Q: 3 clusters Score -8450211 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
Score: -8450213.000000 Penalty: 3678.276611
	Iteration 76Q: 3 clusters Score -8450213 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 57315 members 
Entering Unmasked Estep 
Score: -8450204.000000 Penalty: 3678.276611
	Iteration 77Q: 3 clusters Score -8450204 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -8450239.000000 Penalty: 3678.276611
	Iteration 78Q: 3 clusters Score -8450239 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
Score: -8450252.000000 Penalty: 3678.276611
	Iteration 79Q: 3 clusters Score -8450252 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 58198 members 
Entering Unmasked Estep 
Score: -8450256.000000 Penalty: 3678.276611
	Iteration 80F: 3 clusters Score -8450256 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -8450275.000000 Penalty: 3678.276611
	Iteration 81Q: 3 clusters Score -8450275 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 58720 members 
Entering Unmasked Estep 
Score: -8450287.000000 Penalty: 3678.276611
	Iteration 82Q: 3 clusters Score -8450287 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 58983 members 
Entering Unmasked Estep 
Score: -8450300.000000 Penalty: 3678.276611
	Iteration 83Q: 3 clusters Score -8450300 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 59266 members 
Entering Unmasked Estep 
Score: -8450295.000000 Penalty: 3678.276611
	Iteration 84Q: 3 clusters Score -8450295 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -8450333.000000 Penalty: 3678.276611
	Iteration 85Q: 3 clusters Score -8450333 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 59804 members 
Entering Unmasked Estep 
Score: -8450326.000000 Penalty: 3678.276611
	Iteration 86Q: 3 clusters Score -8450326 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -8450347.000000 Penalty: 3678.276611
	Iteration 87Q: 3 clusters Score -8450347 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 60319 members 
Entering Unmasked Estep 
Score: -8450352.000000 Penalty: 3678.276611
	Iteration 88Q: 3 clusters Score -8450352 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 60610 members 
Entering Unmasked Estep 
Score: -8450374.000000 Penalty: 3678.276611
	Iteration 89Q: 3 clusters Score -8450374 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 60949 members 
Entering Unmasked Estep 
Score: -8450392.000000 Penalty: 3678.276611
	Iteration 90Q: 3 clusters Score -8450392 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -8450400.000000 Penalty: 3678.276611
	Iteration 91Q: 3 clusters Score -8450400 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 61693 members 
Entering Unmasked Estep 
Score: -8450437.000000 Penalty: 3678.276611
	Iteration 92Q: 3 clusters Score -8450437 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 62079 members 
Entering Unmasked Estep 
Score: -8450470.000000 Penalty: 3678.276611
	Iteration 93Q: 3 clusters Score -8450470 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -8450532.000000 Penalty: 3678.276611
	Iteration 94Q: 3 clusters Score -8450532 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -8450556.000000 Penalty: 3678.276611
	Iteration 95Q: 3 clusters Score -8450556 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 63396 members 
Entering Unmasked Estep 
Score: -8450582.000000 Penalty: 3678.276611
	Iteration 96Q: 3 clusters Score -8450582 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 63848 members 
Entering Unmasked Estep 
Score: -8450624.000000 Penalty: 3678.276611
	Iteration 97Q: 3 clusters Score -8450624 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -8450687.000000 Penalty: 3678.276611
	Iteration 98Q: 3 clusters Score -8450687 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 64706 members 
Entering Unmasked Estep 
Score: -8450740.000000 Penalty: 3678.276611
	Iteration 99Q: 3 clusters Score -8450740 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -8450820.000000 Penalty: 3678.276611
	Iteration 100F: 3 clusters Score -8450820 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -8450869.000000 Penalty: 3678.276611
	Iteration 101Q: 3 clusters Score -8450869 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 65867 members 
Entering Unmasked Estep 
Score: -8450897.000000 Penalty: 3678.276611
	Iteration 102Q: 3 clusters Score -8450897 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 66217 members 
Entering Unmasked Estep 
Score: -8450899.000000 Penalty: 3678.276611
	Iteration 103Q: 3 clusters Score -8450899 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 66544 members 
Entering Unmasked Estep 
Score: -8450907.000000 Penalty: 3678.276611
	Iteration 104Q: 3 clusters Score -8450907 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 66854 members 
Entering Unmasked Estep 
Score: -8450934.000000 Penalty: 3678.276611
	Iteration 105Q: 3 clusters Score -8450934 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
Score: -8450964.000000 Penalty: 3678.276611
	Iteration 106Q: 3 clusters Score -8450964 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 67520 members 
Entering Unmasked Estep 
Score: -8451005.000000 Penalty: 3678.276611
	Iteration 107Q: 3 clusters Score -8451005 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 67872 members 
Entering Unmasked Estep 
Score: -8451057.000000 Penalty: 3678.276611
	Iteration 108Q: 3 clusters Score -8451057 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 68229 members 
Entering Unmasked Estep 
Score: -8451097.000000 Penalty: 3678.276611
	Iteration 109Q: 3 clusters Score -8451097 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 68592 members 
Entering Unmasked Estep 
Score: -8451151.000000 Penalty: 3678.276611
	Iteration 110Q: 3 clusters Score -8451151 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 68974 members 
Entering Unmasked Estep 
Score: -8451188.000000 Penalty: 3678.276611
	Iteration 111Q: 3 clusters Score -8451188 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
Score: -8451222.000000 Penalty: 3678.276611
	Iteration 112Q: 3 clusters Score -8451222 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 69685 members 
Entering Unmasked Estep 
Score: -8451263.000000 Penalty: 3678.276611
	Iteration 113Q: 3 clusters Score -8451263 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 70041 members 
Entering Unmasked Estep 
Score: -8451318.000000 Penalty: 3678.276611
	Iteration 114Q: 3 clusters Score -8451318 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 70376 members 
Entering Unmasked Estep 
Score: -8451354.000000 Penalty: 3678.276611
	Iteration 115Q: 3 clusters Score -8451354 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 70724 members 
Entering Unmasked Estep 
Score: -8451411.000000 Penalty: 3678.276611
	Iteration 116Q: 3 clusters Score -8451411 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 71051 members 
Entering Unmasked Estep 
Score: -8451431.000000 Penalty: 3678.276611
	Iteration 117Q: 3 clusters Score -8451431 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 71359 members 
Entering Unmasked Estep 
Score: -8451460.000000 Penalty: 3678.276611
	Iteration 118Q: 3 clusters Score -8451460 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 71695 members 
Entering Unmasked Estep 
Score: -8451520.000000 Penalty: 3678.276611
	Iteration 119Q: 3 clusters Score -8451520 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 72036 members 
Entering Unmasked Estep 
Score: -8451568.000000 Penalty: 3678.276611
	Iteration 120F: 3 clusters Score -8451568 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 72374 members 
Entering Unmasked Estep 
Score: -8451596.000000 Penalty: 3678.276611
	Iteration 121Q: 3 clusters Score -8451596 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 72730 members 
Entering Unmasked Estep 
Score: -8451648.000000 Penalty: 3678.276611
	Iteration 122Q: 3 clusters Score -8451648 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -8451717.000000 Penalty: 3678.276611
	Iteration 123Q: 3 clusters Score -8451717 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 73475 members 
Entering Unmasked Estep 
Score: -8451796.000000 Penalty: 3678.276611
	Iteration 124Q: 3 clusters Score -8451796 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 73828 members 
Entering Unmasked Estep 
Score: -8451838.000000 Penalty: 3678.276611
	Iteration 125Q: 3 clusters Score -8451838 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 74172 members 
Entering Unmasked Estep 
Score: -8451908.000000 Penalty: 3678.276611
	Iteration 126Q: 3 clusters Score -8451908 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -8451940.000000 Penalty: 3678.276611
	Iteration 127Q: 3 clusters Score -8451940 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 74877 members 
Entering Unmasked Estep 
Score: -8452019.000000 Penalty: 3678.276611
	Iteration 128Q: 3 clusters Score -8452019 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 75261 members 
Entering Unmasked Estep 
Score: -8452100.000000 Penalty: 3678.276611
	Iteration 129Q: 3 clusters Score -8452100 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 75609 members 
Entering Unmasked Estep 
Score: -8452181.000000 Penalty: 3678.276611
	Iteration 130Q: 3 clusters Score -8452181 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
Score: -8452255.000000 Penalty: 3678.276611
	Iteration 131Q: 3 clusters Score -8452255 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 76228 members 
Entering Unmasked Estep 
Score: -8452277.000000 Penalty: 3678.276611
	Iteration 132Q: 3 clusters Score -8452277 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 76538 members 
Entering Unmasked Estep 
Score: -8452318.000000 Penalty: 3678.276611
	Iteration 133Q: 3 clusters Score -8452318 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 76853 members 
Entering Unmasked Estep 
Score: -8452367.000000 Penalty: 3678.276611
	Iteration 134Q: 3 clusters Score -8452367 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 77159 members 
Entering Unmasked Estep 
Score: -8452420.000000 Penalty: 3678.276611
	Iteration 135Q: 3 clusters Score -8452420 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 77457 members 
Entering Unmasked Estep 
Score: -8452448.000000 Penalty: 3678.276611
	Iteration 136Q: 3 clusters Score -8452448 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 77738 members 
Entering Unmasked Estep 
Score: -8452510.000000 Penalty: 3678.276611
	Iteration 137Q: 3 clusters Score -8452510 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 77990 members 
Entering Unmasked Estep 
Score: -8452586.000000 Penalty: 3678.276611
	Iteration 138Q: 3 clusters Score -8452586 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 78218 members 
Entering Unmasked Estep 
Score: -8452639.000000 Penalty: 3678.276611
	Iteration 139Q: 3 clusters Score -8452639 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 78438 members 
Entering Unmasked Estep 
Score: -8452674.000000 Penalty: 3678.276611
	Iteration 140F: 3 clusters Score -8452674 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 78659 members 
Entering Unmasked Estep 
Score: -8452703.000000 Penalty: 3678.276611
	Iteration 141Q: 3 clusters Score -8452703 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 78866 members 
Entering Unmasked Estep 
Score: -8452740.000000 Penalty: 3678.276611
	Iteration 142Q: 3 clusters Score -8452740 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 79055 members 
Entering Unmasked Estep 
Score: -8452754.000000 Penalty: 3678.276611
	Iteration 143Q: 3 clusters Score -8452754 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 79245 members 
Entering Unmasked Estep 
Score: -8452808.000000 Penalty: 3678.276611
	Iteration 144Q: 3 clusters Score -8452808 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 79431 members 
Entering Unmasked Estep 
Score: -8452844.000000 Penalty: 3678.276611
	Iteration 145Q: 3 clusters Score -8452844 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 79610 members 
Entering Unmasked Estep 
Score: -8452891.000000 Penalty: 3678.276611
	Iteration 146Q: 3 clusters Score -8452891 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 79747 members 
Entering Unmasked Estep 
Score: -8452900.000000 Penalty: 3678.276611
	Iteration 147Q: 3 clusters Score -8452900 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 79887 members 
Entering Unmasked Estep 
Score: -8452929.000000 Penalty: 3678.276611
	Iteration 148Q: 3 clusters Score -8452929 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 80005 members 
Entering Unmasked Estep 
Score: -8452959.000000 Penalty: 3678.276611
	Iteration 149Q: 3 clusters Score -8452959 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 80121 members 
Entering Unmasked Estep 
Score: -8452976.000000 Penalty: 3678.276611
	Iteration 150Q: 3 clusters Score -8452976 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 80216 members 
Entering Unmasked Estep 
Score: -8452992.000000 Penalty: 3678.276611
	Iteration 151Q: 3 clusters Score -8452992 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 80308 members 
Entering Unmasked Estep 
Score: -8453001.000000 Penalty: 3678.276611
	Iteration 152Q: 3 clusters Score -8453001 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 80405 members 
Entering Unmasked Estep 
Score: -8453017.000000 Penalty: 3678.276611
	Iteration 153Q: 3 clusters Score -8453017 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 80490 members 
Entering Unmasked Estep 
Score: -8453022.000000 Penalty: 3678.276611
	Iteration 154Q: 3 clusters Score -8453022 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 80570 members 
Entering Unmasked Estep 
Score: -8453041.000000 Penalty: 3678.276611
	Iteration 155Q: 3 clusters Score -8453041 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 80654 members 
Entering Unmasked Estep 
Score: -8453061.000000 Penalty: 3678.276611
	Iteration 156Q: 3 clusters Score -8453061 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 80735 members 
Entering Unmasked Estep 
Score: -8453037.000000 Penalty: 3678.276611
	Iteration 157Q: 3 clusters Score -8453037 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 80801 members 
Entering Unmasked Estep 
Score: -8453062.000000 Penalty: 3678.276611
	Iteration 158Q: 3 clusters Score -8453062 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
Score: -8453066.000000 Penalty: 3678.276611
	Iteration 159Q: 3 clusters Score -8453066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 80916 members 
Entering Unmasked Estep 
Score: -8453068.000000 Penalty: 3678.276611
	Iteration 160F: 3 clusters Score -8453068 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 80971 members 
Entering Unmasked Estep 
Score: -8453081.000000 Penalty: 3678.276611
	Iteration 161Q: 3 clusters Score -8453081 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 81023 members 
Entering Unmasked Estep 
Score: -8453087.000000 Penalty: 3678.276611
	Iteration 162Q: 3 clusters Score -8453087 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 81065 members 
Entering Unmasked Estep 
Score: -8453081.000000 Penalty: 3678.276611
	Iteration 163Q: 3 clusters Score -8453081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 81107 members 
Entering Unmasked Estep 
Score: -8453110.000000 Penalty: 3678.276611
	Iteration 164Q: 3 clusters Score -8453110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 81152 members 
Entering Unmasked Estep 
Score: -8453103.000000 Penalty: 3678.276611
	Iteration 165Q: 3 clusters Score -8453103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 81182 members 
Entering Unmasked Estep 
Score: -8453113.000000 Penalty: 3678.276611
	Iteration 166Q: 3 clusters Score -8453113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 81206 members 
Entering Unmasked Estep 
Score: -8453109.000000 Penalty: 3678.276611
	Iteration 167Q: 3 clusters Score -8453109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 81230 members 
Entering Unmasked Estep 
Score: -8453118.000000 Penalty: 3678.276611
	Iteration 168Q: 3 clusters Score -8453118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 81252 members 
Entering Unmasked Estep 
Score: -8453131.000000 Penalty: 3678.276611
	Iteration 169Q: 3 clusters Score -8453131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 81268 members 
Entering Unmasked Estep 
Score: -8453126.000000 Penalty: 3678.276611
	Iteration 170Q: 3 clusters Score -8453126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -8453129.000000 Penalty: 3678.276611
	Iteration 171Q: 3 clusters Score -8453129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 81311 members 
Entering Unmasked Estep 
Score: -8453137.000000 Penalty: 3678.276611
	Iteration 172Q: 3 clusters Score -8453137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 81326 members 
Entering Unmasked Estep 
Score: -8453151.000000 Penalty: 3678.276611
	Iteration 173Q: 3 clusters Score -8453151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -8453159.000000 Penalty: 3678.276611
	Iteration 174Q: 3 clusters Score -8453159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 81356 members 
Entering Unmasked Estep 
Score: -8453158.000000 Penalty: 3678.276611
	Iteration 175Q: 3 clusters Score -8453158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -8453160.000000 Penalty: 3678.276611
	Iteration 176Q: 3 clusters Score -8453160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 81367 members 
Entering Unmasked Estep 
Score: -8453159.000000 Penalty: 3678.276611
	Iteration 177Q: 3 clusters Score -8453159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 81373 members 
Entering Unmasked Estep 
Score: -8453161.000000 Penalty: 3678.276611
	Iteration 178Q: 3 clusters Score -8453161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 81377 members 
Entering Unmasked Estep 
Score: -8453156.000000 Penalty: 3678.276611
	Iteration 179Q: 3 clusters Score -8453156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -8453159.000000 Penalty: 3678.276611
	Iteration 180F: 3 clusters Score -8453159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 81391 members 
Entering Unmasked Estep 
Score: -8453155.000000 Penalty: 3678.276611
	Iteration 181Q: 3 clusters Score -8453155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 81398 members 
Entering Unmasked Estep 
Score: -8453152.000000 Penalty: 3678.276611
	Iteration 182Q: 3 clusters Score -8453152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 81403 members 
Entering Unmasked Estep 
Score: -8453158.000000 Penalty: 3678.276611
	Iteration 183Q: 3 clusters Score -8453158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -8453151.000000 Penalty: 3678.276611
	Iteration 184Q: 3 clusters Score -8453151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -8453151.000000 Penalty: 3678.276611
	Iteration 185F: 3 clusters Score -8453151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Entering Unmasked Estep 
Score: -179789.734375 Penalty: 1207.874756
	Iteration 0F: 2 clusters Score -179789.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -177877.484375 Penalty: 2415.749512
	Iteration 0F: 3 clusters Score -177877.5 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -178237.875000 Penalty: 2415.749512
	Iteration 1F: 3 clusters Score -178237.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -178345.500000 Penalty: 2415.749512
	Iteration 2F: 3 clusters Score -178345.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -178396.218750 Penalty: 2415.749512
	Iteration 3Q: 3 clusters Score -178396.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -178418.515625 Penalty: 2415.749512
	Iteration 4Q: 3 clusters Score -178418.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -178431.921875 Penalty: 2415.749512
	Iteration 5Q: 3 clusters Score -178431.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -178449.062500 Penalty: 2415.749512
	Iteration 6Q: 3 clusters Score -178449.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -178458.562500 Penalty: 2415.749512
	Iteration 7Q: 3 clusters Score -178458.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -178467.078125 Penalty: 2415.749512
	Iteration 8Q: 3 clusters Score -178467.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -178473.140625 Penalty: 2415.749512
	Iteration 9Q: 3 clusters Score -178473.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -178475.921875 Penalty: 2415.749512
	Iteration 10Q: 3 clusters Score -178475.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -178479.093750 Penalty: 2415.749512
	Iteration 11Q: 3 clusters Score -178479.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -178480.781250 Penalty: 2415.749512
	Iteration 12Q: 3 clusters Score -178480.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -178483.531250 Penalty: 2415.749512
	Iteration 13Q: 3 clusters Score -178483.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -178484.000000 Penalty: 2415.749512
	Iteration 14Q: 3 clusters Score -178484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -178484.000000 Penalty: 2415.749512
	Iteration 15F: 3 clusters Score -178484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Entering Unmasked Estep 
Score: -448024.312500 Penalty: 1361.226929
	Iteration 0F: 2 clusters Score -448024.3 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 2131 members 
Entering Unmasked Estep 
Score: -444449.687500 Penalty: 2722.453857
	Iteration 0F: 3 clusters Score -444449.7 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -445348.125000 Penalty: 2722.453857
	Iteration 1F: 3 clusters Score -445348.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -445511.687500 Penalty: 2722.453857
	Iteration 2F: 3 clusters Score -445511.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -445636.187500 Penalty: 2722.453857
	Iteration 3F: 3 clusters Score -445636.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -445767.656250 Penalty: 2722.453857
	Iteration 4F: 3 clusters Score -445767.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -445937.718750 Penalty: 2722.453857
	Iteration 5F: 3 clusters Score -445937.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -446155.562500 Penalty: 2722.453857
	Iteration 6F: 3 clusters Score -446155.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -446445.437500 Penalty: 2722.453857
	Iteration 7F: 3 clusters Score -446445.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -446693.875000 Penalty: 2722.453857
	Iteration 8F: 3 clusters Score -446693.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -446873.843750 Penalty: 2722.453857
	Iteration 9Q: 3 clusters Score -446873.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -446991.781250 Penalty: 2722.453857
	Iteration 10Q: 3 clusters Score -446991.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -447088.000000 Penalty: 2722.453857
	Iteration 11Q: 3 clusters Score -447088 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -447144.937500 Penalty: 2722.453857
	Iteration 12Q: 3 clusters Score -447144.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -447172.812500 Penalty: 2722.453857
	Iteration 13Q: 3 clusters Score -447172.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -447186.218750 Penalty: 2722.453857
	Iteration 14Q: 3 clusters Score -447186.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -447198.750000 Penalty: 2722.453857
	Iteration 15Q: 3 clusters Score -447198.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -447207.218750 Penalty: 2722.453857
	Iteration 16Q: 3 clusters Score -447207.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -447215.500000 Penalty: 2722.453857
	Iteration 17Q: 3 clusters Score -447215.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -447217.875000 Penalty: 2722.453857
	Iteration 18Q: 3 clusters Score -447217.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -447223.718750 Penalty: 2722.453857
	Iteration 19Q: 3 clusters Score -447223.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -447225.187500 Penalty: 2722.453857
	Iteration 20F: 3 clusters Score -447225.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -447226.406250 Penalty: 2722.453857
	Iteration 21Q: 3 clusters Score -447226.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -447226.843750 Penalty: 2722.453857
	Iteration 22Q: 3 clusters Score -447226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -447228.468750 Penalty: 2722.453857
	Iteration 23Q: 3 clusters Score -447228.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -447229.406250 Penalty: 2722.453857
	Iteration 24Q: 3 clusters Score -447229.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -447230.375000 Penalty: 2722.453857
	Iteration 25Q: 3 clusters Score -447230.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -447231.562500 Penalty: 2722.453857
	Iteration 26Q: 3 clusters Score -447231.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -447232.656250 Penalty: 2722.453857
	Iteration 27Q: 3 clusters Score -447232.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -447234.968750 Penalty: 2722.453857
	Iteration 28Q: 3 clusters Score -447235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -447235.656250 Penalty: 2722.453857
	Iteration 29Q: 3 clusters Score -447235.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -447235.656250 Penalty: 2722.453857
	Iteration 30F: 3 clusters Score -447235.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (141337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141337 members 
Entering Unmasked Estep 
Score: -14240513.000000 Penalty: 1927.071533
	Iteration 0F: 2 clusters Score -1.424051e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70820 members 
Mstep: Class 2 contains 70517 members 
Entering Unmasked Estep 
Score: -14145894.000000 Penalty: 3854.143066
	Iteration 0F: 3 clusters Score -1.414589e+07 nChanged 68140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72282 members 
Mstep: Class 2 contains 69055 members 
Entering Unmasked Estep 
Score: -14186464.000000 Penalty: 3854.143066
	Iteration 1F: 3 clusters Score -1.418646e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 68503 members 
Entering Unmasked Estep 
Score: -14187928.000000 Penalty: 3854.143066
	Iteration 2Q: 3 clusters Score -1.418793e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73408 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
Score: -14189899.000000 Penalty: 3854.143066
	Iteration 3Q: 3 clusters Score -1.41899e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73927 members 
Mstep: Class 2 contains 67410 members 
Entering Unmasked Estep 
Score: -14192440.000000 Penalty: 3854.143066
	Iteration 4Q: 3 clusters Score -1.419244e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74361 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -14196013.000000 Penalty: 3854.143066
	Iteration 5Q: 3 clusters Score -1.419601e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74659 members 
Mstep: Class 2 contains 66678 members 
Entering Unmasked Estep 
Score: -14200539.000000 Penalty: 3854.143066
	Iteration 6F: 3 clusters Score -1.420054e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74764 members 
Mstep: Class 2 contains 66573 members 
Entering Unmasked Estep 
Score: -14205579.000000 Penalty: 3854.143066
	Iteration 7F: 3 clusters Score -1.420558e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74556 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -14210837.000000 Penalty: 3854.143066
	Iteration 8F: 3 clusters Score -1.421084e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73994 members 
Mstep: Class 2 contains 67343 members 
Entering Unmasked Estep 
Score: -14215280.000000 Penalty: 3854.143066
	Iteration 9F: 3 clusters Score -1.421528e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73176 members 
Mstep: Class 2 contains 68161 members 
Entering Unmasked Estep 
Score: -14217815.000000 Penalty: 3854.143066
	Iteration 10Q: 3 clusters Score -1.421782e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72097 members 
Mstep: Class 2 contains 69240 members 
Entering Unmasked Estep 
Score: -14218828.000000 Penalty: 3854.143066
	Iteration 11Q: 3 clusters Score -1.421883e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71010 members 
Mstep: Class 2 contains 70327 members 
Entering Unmasked Estep 
Score: -14219216.000000 Penalty: 3854.143066
	Iteration 12Q: 3 clusters Score -1.421922e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69876 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -14219479.000000 Penalty: 3854.143066
	Iteration 13Q: 3 clusters Score -1.421948e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68707 members 
Mstep: Class 2 contains 72630 members 
Entering Unmasked Estep 
Score: -14219697.000000 Penalty: 3854.143066
	Iteration 14Q: 3 clusters Score -1.42197e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67472 members 
Mstep: Class 2 contains 73865 members 
Entering Unmasked Estep 
Score: -14219851.000000 Penalty: 3854.143066
	Iteration 15Q: 3 clusters Score -1.421985e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66171 members 
Mstep: Class 2 contains 75166 members 
Entering Unmasked Estep 
Score: -14220073.000000 Penalty: 3854.143066
	Iteration 16Q: 3 clusters Score -1.422007e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64806 members 
Mstep: Class 2 contains 76531 members 
Entering Unmasked Estep 
Score: -14220331.000000 Penalty: 3854.143066
	Iteration 17Q: 3 clusters Score -1.422033e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63423 members 
Mstep: Class 2 contains 77914 members 
Entering Unmasked Estep 
Score: -14220550.000000 Penalty: 3854.143066
	Iteration 18Q: 3 clusters Score -1.422055e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61975 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -14220853.000000 Penalty: 3854.143066
	Iteration 19Q: 3 clusters Score -1.422085e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60474 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
Score: -14221098.000000 Penalty: 3854.143066
	Iteration 20F: 3 clusters Score -1.42211e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 82488 members 
Entering Unmasked Estep 
Score: -14221351.000000 Penalty: 3854.143066
	Iteration 21Q: 3 clusters Score -1.422135e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 84239 members 
Entering Unmasked Estep 
Score: -14221678.000000 Penalty: 3854.143066
	Iteration 22Q: 3 clusters Score -1.422168e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 86048 members 
Entering Unmasked Estep 
Score: -14222002.000000 Penalty: 3854.143066
	Iteration 23Q: 3 clusters Score -1.4222e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 87920 members 
Entering Unmasked Estep 
Score: -14222293.000000 Penalty: 3854.143066
	Iteration 24Q: 3 clusters Score -1.422229e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 89911 members 
Entering Unmasked Estep 
Score: -14222645.000000 Penalty: 3854.143066
	Iteration 25Q: 3 clusters Score -1.422264e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 92021 members 
Entering Unmasked Estep 
Score: -14223141.000000 Penalty: 3854.143066
	Iteration 26Q: 3 clusters Score -1.422314e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 94271 members 
Entering Unmasked Estep 
Score: -14223653.000000 Penalty: 3854.143066
	Iteration 27Q: 3 clusters Score -1.422365e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 96558 members 
Entering Unmasked Estep 
Score: -14224213.000000 Penalty: 3854.143066
	Iteration 28Q: 3 clusters Score -1.422421e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 98940 members 
Entering Unmasked Estep 
Score: -14224900.000000 Penalty: 3854.143066
	Iteration 29Q: 3 clusters Score -1.42249e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 101329 members 
Entering Unmasked Estep 
Score: -14225592.000000 Penalty: 3854.143066
	Iteration 30Q: 3 clusters Score -1.422559e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 103764 members 
Entering Unmasked Estep 
Score: -14226267.000000 Penalty: 3854.143066
	Iteration 31Q: 3 clusters Score -1.422627e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 106291 members 
Entering Unmasked Estep 
Score: -14226942.000000 Penalty: 3854.143066
	Iteration 32Q: 3 clusters Score -1.422694e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 108807 members 
Entering Unmasked Estep 
Score: -14227810.000000 Penalty: 3854.143066
	Iteration 33Q: 3 clusters Score -1.422781e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 111311 members 
Entering Unmasked Estep 
Score: -14228694.000000 Penalty: 3854.143066
	Iteration 34Q: 3 clusters Score -1.422869e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 113795 members 
Entering Unmasked Estep 
Score: -14229676.000000 Penalty: 3854.143066
	Iteration 35Q: 3 clusters Score -1.422968e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 116237 members 
Entering Unmasked Estep 
Score: -14230599.000000 Penalty: 3854.143066
	Iteration 36Q: 3 clusters Score -1.42306e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 118640 members 
Entering Unmasked Estep 
Score: -14231452.000000 Penalty: 3854.143066
	Iteration 37Q: 3 clusters Score -1.423145e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 120863 members 
Entering Unmasked Estep 
Score: -14232343.000000 Penalty: 3854.143066
	Iteration 38Q: 3 clusters Score -1.423234e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 122949 members 
Entering Unmasked Estep 
Score: -14233190.000000 Penalty: 3854.143066
	Iteration 39Q: 3 clusters Score -1.423319e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 124810 members 
Entering Unmasked Estep 
Score: -14233926.000000 Penalty: 3854.143066
	Iteration 40F: 3 clusters Score -1.423393e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 126553 members 
Entering Unmasked Estep 
Score: -14234646.000000 Penalty: 3854.143066
	Iteration 41Q: 3 clusters Score -1.423465e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 128203 members 
Entering Unmasked Estep 
Score: -14235300.000000 Penalty: 3854.143066
	Iteration 42Q: 3 clusters Score -1.42353e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 129678 members 
Entering Unmasked Estep 
Score: -14235861.000000 Penalty: 3854.143066
	Iteration 43Q: 3 clusters Score -1.423586e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 130966 members 
Entering Unmasked Estep 
Score: -14236479.000000 Penalty: 3854.143066
	Iteration 44Q: 3 clusters Score -1.423648e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 132056 members 
Entering Unmasked Estep 
Score: -14236881.000000 Penalty: 3854.143066
	Iteration 45Q: 3 clusters Score -1.423688e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 133057 members 
Entering Unmasked Estep 
Score: -14237389.000000 Penalty: 3854.143066
	Iteration 46Q: 3 clusters Score -1.423739e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 133914 members 
Entering Unmasked Estep 
Score: -14237721.000000 Penalty: 3854.143066
	Iteration 47Q: 3 clusters Score -1.423772e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 134652 members 
Entering Unmasked Estep 
Score: -14238000.000000 Penalty: 3854.143066
	Iteration 48Q: 3 clusters Score -1.4238e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 135250 members 
Entering Unmasked Estep 
Score: -14238249.000000 Penalty: 3854.143066
	Iteration 49Q: 3 clusters Score -1.423825e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 135773 members 
Entering Unmasked Estep 
Score: -14238500.000000 Penalty: 3854.143066
	Iteration 50Q: 3 clusters Score -1.42385e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 136214 members 
Entering Unmasked Estep 
Score: -14238667.000000 Penalty: 3854.143066
	Iteration 51Q: 3 clusters Score -1.423867e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 136584 members 
Entering Unmasked Estep 
Score: -14238774.000000 Penalty: 3854.143066
	Iteration 52Q: 3 clusters Score -1.423877e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 136906 members 
Entering Unmasked Estep 
Score: -14238918.000000 Penalty: 3854.143066
	Iteration 53Q: 3 clusters Score -1.423892e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 137180 members 
Entering Unmasked Estep 
Score: -14239050.000000 Penalty: 3854.143066
	Iteration 54Q: 3 clusters Score -1.423905e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 137383 members 
Entering Unmasked Estep 
Score: -14239058.000000 Penalty: 3854.143066
	Iteration 55Q: 3 clusters Score -1.423906e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 137538 members 
Entering Unmasked Estep 
Score: -14239102.000000 Penalty: 3854.143066
	Iteration 56Q: 3 clusters Score -1.42391e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 137671 members 
Entering Unmasked Estep 
Score: -14239144.000000 Penalty: 3854.143066
	Iteration 57Q: 3 clusters Score -1.423914e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 137782 members 
Entering Unmasked Estep 
Score: -14239167.000000 Penalty: 3854.143066
	Iteration 58Q: 3 clusters Score -1.423917e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 137898 members 
Entering Unmasked Estep 
Score: -14239182.000000 Penalty: 3854.143066
	Iteration 59Q: 3 clusters Score -1.423918e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 137994 members 
Entering Unmasked Estep 
Score: -14239186.000000 Penalty: 3854.143066
	Iteration 60F: 3 clusters Score -1.423919e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 138082 members 
Entering Unmasked Estep 
Score: -14239175.000000 Penalty: 3854.143066
	Iteration 61Q: 3 clusters Score -1.423918e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 138182 members 
Entering Unmasked Estep 
Score: -14239204.000000 Penalty: 3854.143066
	Iteration 62Q: 3 clusters Score -1.42392e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 138277 members 
Entering Unmasked Estep 
Score: -14239244.000000 Penalty: 3854.143066
	Iteration 63Q: 3 clusters Score -1.423924e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 138370 members 
Entering Unmasked Estep 
Score: -14239287.000000 Penalty: 3854.143066
	Iteration 64Q: 3 clusters Score -1.423929e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 138461 members 
Entering Unmasked Estep 
Score: -14239291.000000 Penalty: 3854.143066
	Iteration 65Q: 3 clusters Score -1.423929e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 138543 members 
Entering Unmasked Estep 
Score: -14239305.000000 Penalty: 3854.143066
	Iteration 66Q: 3 clusters Score -1.42393e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 138609 members 
Entering Unmasked Estep 
Score: -14239326.000000 Penalty: 3854.143066
	Iteration 67Q: 3 clusters Score -1.423933e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 138664 members 
Entering Unmasked Estep 
Score: -14239335.000000 Penalty: 3854.143066
	Iteration 68Q: 3 clusters Score -1.423934e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 138714 members 
Entering Unmasked Estep 
Score: -14239354.000000 Penalty: 3854.143066
	Iteration 69Q: 3 clusters Score -1.423935e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 138762 members 
Entering Unmasked Estep 
Score: -14239355.000000 Penalty: 3854.143066
	Iteration 70Q: 3 clusters Score -1.423936e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 138793 members 
Entering Unmasked Estep 
Score: -14239373.000000 Penalty: 3854.143066
	Iteration 71Q: 3 clusters Score -1.423937e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 138816 members 
Entering Unmasked Estep 
Score: -14239377.000000 Penalty: 3854.143066
	Iteration 72Q: 3 clusters Score -1.423938e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 138838 members 
Entering Unmasked Estep 
Score: -14239382.000000 Penalty: 3854.143066
	Iteration 73Q: 3 clusters Score -1.423938e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 138859 members 
Entering Unmasked Estep 
Score: -14239401.000000 Penalty: 3854.143066
	Iteration 74Q: 3 clusters Score -1.42394e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 138880 members 
Entering Unmasked Estep 
Score: -14239390.000000 Penalty: 3854.143066
	Iteration 75Q: 3 clusters Score -1.423939e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 138897 members 
Entering Unmasked Estep 
Score: -14239402.000000 Penalty: 3854.143066
	Iteration 76Q: 3 clusters Score -1.42394e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 138911 members 
Entering Unmasked Estep 
Score: -14239400.000000 Penalty: 3854.143066
	Iteration 77Q: 3 clusters Score -1.42394e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 138930 members 
Entering Unmasked Estep 
Score: -14239404.000000 Penalty: 3854.143066
	Iteration 78Q: 3 clusters Score -1.42394e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 138945 members 
Entering Unmasked Estep 
Score: -14239410.000000 Penalty: 3854.143066
	Iteration 79Q: 3 clusters Score -1.423941e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 138958 members 
Entering Unmasked Estep 
Score: -14239414.000000 Penalty: 3854.143066
	Iteration 80F: 3 clusters Score -1.423941e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 138971 members 
Entering Unmasked Estep 
Score: -14239399.000000 Penalty: 3854.143066
	Iteration 81Q: 3 clusters Score -1.42394e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 138980 members 
Entering Unmasked Estep 
Score: -14239398.000000 Penalty: 3854.143066
	Iteration 82Q: 3 clusters Score -1.42394e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 138990 members 
Entering Unmasked Estep 
Score: -14239415.000000 Penalty: 3854.143066
	Iteration 83Q: 3 clusters Score -1.423942e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 139003 members 
Entering Unmasked Estep 
Score: -14239415.000000 Penalty: 3854.143066
	Iteration 84Q: 3 clusters Score -1.423942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 139008 members 
Entering Unmasked Estep 
Score: -14239415.000000 Penalty: 3854.143066
	Iteration 85Q: 3 clusters Score -1.423942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 139012 members 
Entering Unmasked Estep 
Score: -14239432.000000 Penalty: 3854.143066
	Iteration 86Q: 3 clusters Score -1.423943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 139019 members 
Entering Unmasked Estep 
Score: -14239424.000000 Penalty: 3854.143066
	Iteration 87Q: 3 clusters Score -1.423942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 139024 members 
Entering Unmasked Estep 
Score: -14239418.000000 Penalty: 3854.143066
	Iteration 88Q: 3 clusters Score -1.423942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 139026 members 
Entering Unmasked Estep 
Score: -14239418.000000 Penalty: 3854.143066
	Iteration 89Q: 3 clusters Score -1.423942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 139028 members 
Entering Unmasked Estep 
Score: -14239427.000000 Penalty: 3854.143066
	Iteration 90Q: 3 clusters Score -1.423943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 139030 members 
Entering Unmasked Estep 
Score: -14239424.000000 Penalty: 3854.143066
	Iteration 91Q: 3 clusters Score -1.423942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 139031 members 
Entering Unmasked Estep 
Score: -14239428.000000 Penalty: 3854.143066
	Iteration 92Q: 3 clusters Score -1.423943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 139033 members 
Entering Unmasked Estep 
Score: -14239427.000000 Penalty: 3854.143066
	Iteration 93Q: 3 clusters Score -1.423943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 139034 members 
Entering Unmasked Estep 
Score: -14239427.000000 Penalty: 3854.143066
	Iteration 94Q: 3 clusters Score -1.423943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 139036 members 
Entering Unmasked Estep 
Score: -14239420.000000 Penalty: 3854.143066
	Iteration 95Q: 3 clusters Score -1.423942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 139038 members 
Entering Unmasked Estep 
Score: -14239425.000000 Penalty: 3854.143066
	Iteration 96Q: 3 clusters Score -1.423942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 139040 members 
Entering Unmasked Estep 
Score: -14239411.000000 Penalty: 3854.143066
	Iteration 97Q: 3 clusters Score -1.423941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 139043 members 
Entering Unmasked Estep 
Score: -14239420.000000 Penalty: 3854.143066
	Iteration 98Q: 3 clusters Score -1.423942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 139046 members 
Entering Unmasked Estep 
Score: -14239418.000000 Penalty: 3854.143066
	Iteration 99Q: 3 clusters Score -1.423942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 139047 members 
Entering Unmasked Estep 
Score: -14239434.000000 Penalty: 3854.143066
	Iteration 100F: 3 clusters Score -1.423943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 139047 members 
Entering Unmasked Estep 
Score: -14239422.000000 Penalty: 3854.143066
	Iteration 101Q: 3 clusters Score -1.423942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 139051 members 
Entering Unmasked Estep 
Score: -14239424.000000 Penalty: 3854.143066
	Iteration 102Q: 3 clusters Score -1.423942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 139054 members 
Entering Unmasked Estep 
Score: -14239438.000000 Penalty: 3854.143066
	Iteration 103Q: 3 clusters Score -1.423944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 139055 members 
Entering Unmasked Estep 
Score: -14239435.000000 Penalty: 3854.143066
	Iteration 104Q: 3 clusters Score -1.423944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 139055 members 
Entering Unmasked Estep 
Score: -14239435.000000 Penalty: 3854.143066
	Iteration 105F: 3 clusters Score -1.423944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (172780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172780 members 
Entering Unmasked Estep 
Score: -17726438.000000 Penalty: 1959.713379
	Iteration 0F: 2 clusters Score -1.772644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86085 members 
Mstep: Class 2 contains 86695 members 
Entering Unmasked Estep 
Score: -17618660.000000 Penalty: 3919.426758
	Iteration 0F: 3 clusters Score -1.761866e+07 nChanged 83608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80303 members 
Mstep: Class 2 contains 92477 members 
Entering Unmasked Estep 
Score: -17668354.000000 Penalty: 3919.426758
	Iteration 1F: 3 clusters Score -1.766835e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 96364 members 
Entering Unmasked Estep 
Score: -17669734.000000 Penalty: 3919.426758
	Iteration 2Q: 3 clusters Score -1.766973e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70471 members 
Mstep: Class 2 contains 102309 members 
Entering Unmasked Estep 
Score: -17672144.000000 Penalty: 3919.426758
	Iteration 3Q: 3 clusters Score -1.767214e+07 nChanged 9469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 111264 members 
Entering Unmasked Estep 
Score: -17677046.000000 Penalty: 3919.426758
	Iteration 4F: 3 clusters Score -1.767705e+07 nChanged 12789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 123945 members 
Entering Unmasked Estep 
Score: -17686012.000000 Penalty: 3919.426758
	Iteration 5F: 3 clusters Score -1.768601e+07 nChanged 15427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 139364 members 
Entering Unmasked Estep 
Score: -17699222.000000 Penalty: 3919.426758
	Iteration 6F: 3 clusters Score -1.769922e+07 nChanged 15073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 154437 members 
Entering Unmasked Estep 
Score: -17712212.000000 Penalty: 3919.426758
	Iteration 7F: 3 clusters Score -1.771221e+07 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 164611 members 
Entering Unmasked Estep 
Score: -17719852.000000 Penalty: 3919.426758
	Iteration 8F: 3 clusters Score -1.771985e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 169668 members 
Entering Unmasked Estep 
Score: -17722892.000000 Penalty: 3919.426758
	Iteration 9Q: 3 clusters Score -1.772289e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 171604 members 
Entering Unmasked Estep 
Score: -17724078.000000 Penalty: 3919.426758
	Iteration 10Q: 3 clusters Score -1.772408e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 172253 members 
Entering Unmasked Estep 
Score: -17724528.000000 Penalty: 3919.426758
	Iteration 11Q: 3 clusters Score -1.772453e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 172448 members 
Entering Unmasked Estep 
Score: -17724742.000000 Penalty: 3919.426758
	Iteration 12Q: 3 clusters Score -1.772474e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 172505 members 
Entering Unmasked Estep 
Score: -17724806.000000 Penalty: 3919.426758
	Iteration 13Q: 3 clusters Score -1.772481e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 172533 members 
Entering Unmasked Estep 
Score: -17724846.000000 Penalty: 3919.426758
	Iteration 14Q: 3 clusters Score -1.772485e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 172537 members 
Entering Unmasked Estep 
Score: -17724872.000000 Penalty: 3919.426758
	Iteration 15Q: 3 clusters Score -1.772487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 172537 members 
Entering Unmasked Estep 
Score: -17724886.000000 Penalty: 3919.426758
	Iteration 16Q: 3 clusters Score -1.772489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 172539 members 
Entering Unmasked Estep 
Score: -17724888.000000 Penalty: 3919.426758
	Iteration 17Q: 3 clusters Score -1.772489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 172543 members 
Entering Unmasked Estep 
Score: -17724896.000000 Penalty: 3919.426758
	Iteration 18Q: 3 clusters Score -1.77249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 172546 members 
Entering Unmasked Estep 
Score: -17724892.000000 Penalty: 3919.426758
	Iteration 19Q: 3 clusters Score -1.772489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 172548 members 
Entering Unmasked Estep 
Score: -17724908.000000 Penalty: 3919.426758
	Iteration 20F: 3 clusters Score -1.772491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 172546 members 
Entering Unmasked Estep 
Score: -17724906.000000 Penalty: 3919.426758
	Iteration 21Q: 3 clusters Score -1.772491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 172545 members 
Entering Unmasked Estep 
Score: -17724904.000000 Penalty: 3919.426758
	Iteration 22Q: 3 clusters Score -1.77249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 172544 members 
Entering Unmasked Estep 
Score: -17724908.000000 Penalty: 3919.426758
	Iteration 23Q: 3 clusters Score -1.772491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 172542 members 
Entering Unmasked Estep 
Score: -17724908.000000 Penalty: 3919.426758
	Iteration 24Q: 3 clusters Score -1.772491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 172541 members 
Entering Unmasked Estep 
Score: -17724916.000000 Penalty: 3919.426758
	Iteration 25Q: 3 clusters Score -1.772492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 172541 members 
Entering Unmasked Estep 
Score: -17724916.000000 Penalty: 3919.426758
	Iteration 26F: 3 clusters Score -1.772492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Entering Unmasked Estep 
Score: -1549490.000000 Penalty: 1562.644165
	Iteration 0F: 2 clusters Score -1549490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1539047.250000 Penalty: 3125.288330
	Iteration 0F: 3 clusters Score -1539047 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1542754.875000 Penalty: 3125.288330
	Iteration 1F: 3 clusters Score -1542755 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1543132.500000 Penalty: 3125.288330
	Iteration 2F: 3 clusters Score -1543132 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1543493.625000 Penalty: 3125.288330
	Iteration 3F: 3 clusters Score -1543494 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1543832.125000 Penalty: 3125.288330
	Iteration 4Q: 3 clusters Score -1543832 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1544140.250000 Penalty: 3125.288330
	Iteration 5Q: 3 clusters Score -1544140 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1544449.500000 Penalty: 3125.288330
	Iteration 6Q: 3 clusters Score -1544450 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1544721.375000 Penalty: 3125.288330
	Iteration 7Q: 3 clusters Score -1544721 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1544994.750000 Penalty: 3125.288330
	Iteration 8Q: 3 clusters Score -1544995 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1545302.500000 Penalty: 3125.288330
	Iteration 9Q: 3 clusters Score -1545302 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1545637.500000 Penalty: 3125.288330
	Iteration 10Q: 3 clusters Score -1545638 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1545955.250000 Penalty: 3125.288330
	Iteration 11Q: 3 clusters Score -1545955 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1546233.875000 Penalty: 3125.288330
	Iteration 12Q: 3 clusters Score -1546234 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1546479.250000 Penalty: 3125.288330
	Iteration 13Q: 3 clusters Score -1546479 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1546668.750000 Penalty: 3125.288330
	Iteration 14Q: 3 clusters Score -1546669 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1546800.250000 Penalty: 3125.288330
	Iteration 15Q: 3 clusters Score -1546800 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1546897.250000 Penalty: 3125.288330
	Iteration 16Q: 3 clusters Score -1546897 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1546959.375000 Penalty: 3125.288330
	Iteration 17Q: 3 clusters Score -1546959 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1546997.500000 Penalty: 3125.288330
	Iteration 18Q: 3 clusters Score -1546998 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1547017.125000 Penalty: 3125.288330
	Iteration 19Q: 3 clusters Score -1547017 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1547036.750000 Penalty: 3125.288330
	Iteration 20F: 3 clusters Score -1547037 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1547049.750000 Penalty: 3125.288330
	Iteration 21Q: 3 clusters Score -1547050 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1547062.500000 Penalty: 3125.288330
	Iteration 22Q: 3 clusters Score -1547062 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1547072.875000 Penalty: 3125.288330
	Iteration 23Q: 3 clusters Score -1547073 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1547079.500000 Penalty: 3125.288330
	Iteration 24Q: 3 clusters Score -1547080 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1547082.375000 Penalty: 3125.288330
	Iteration 25Q: 3 clusters Score -1547082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1547085.375000 Penalty: 3125.288330
	Iteration 26Q: 3 clusters Score -1547085 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1547092.500000 Penalty: 3125.288330
	Iteration 27Q: 3 clusters Score -1547092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1547102.625000 Penalty: 3125.288330
	Iteration 28Q: 3 clusters Score -1547103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1547101.625000 Penalty: 3125.288330
	Iteration 29Q: 3 clusters Score -1547102 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1547100.500000 Penalty: 3125.288330
	Iteration 30Q: 3 clusters Score -1547100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1547110.750000 Penalty: 3125.288330
	Iteration 31Q: 3 clusters Score -1547111 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1547112.375000 Penalty: 3125.288330
	Iteration 32Q: 3 clusters Score -1547112 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1547121.625000 Penalty: 3125.288330
	Iteration 33Q: 3 clusters Score -1547122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1547129.000000 Penalty: 3125.288330
	Iteration 34Q: 3 clusters Score -1547129 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1547135.125000 Penalty: 3125.288330
	Iteration 35Q: 3 clusters Score -1547135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1547139.125000 Penalty: 3125.288330
	Iteration 36Q: 3 clusters Score -1547139 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1547142.000000 Penalty: 3125.288330
	Iteration 37Q: 3 clusters Score -1547142 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1547153.375000 Penalty: 3125.288330
	Iteration 38Q: 3 clusters Score -1547153 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1547167.500000 Penalty: 3125.288330
	Iteration 39Q: 3 clusters Score -1547168 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1547174.375000 Penalty: 3125.288330
	Iteration 40F: 3 clusters Score -1547174 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1547179.500000 Penalty: 3125.288330
	Iteration 41Q: 3 clusters Score -1547180 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1547197.625000 Penalty: 3125.288330
	Iteration 42Q: 3 clusters Score -1547198 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1547209.250000 Penalty: 3125.288330
	Iteration 43Q: 3 clusters Score -1547209 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1547220.000000 Penalty: 3125.288330
	Iteration 44Q: 3 clusters Score -1547220 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1547238.375000 Penalty: 3125.288330
	Iteration 45Q: 3 clusters Score -1547238 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1547253.750000 Penalty: 3125.288330
	Iteration 46Q: 3 clusters Score -1547254 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1547270.500000 Penalty: 3125.288330
	Iteration 47Q: 3 clusters Score -1547270 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1547285.375000 Penalty: 3125.288330
	Iteration 48Q: 3 clusters Score -1547285 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1547302.250000 Penalty: 3125.288330
	Iteration 49Q: 3 clusters Score -1547302 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1547319.875000 Penalty: 3125.288330
	Iteration 50Q: 3 clusters Score -1547320 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1547337.250000 Penalty: 3125.288330
	Iteration 51Q: 3 clusters Score -1547337 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1547360.625000 Penalty: 3125.288330
	Iteration 52Q: 3 clusters Score -1547361 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1547372.000000 Penalty: 3125.288330
	Iteration 53Q: 3 clusters Score -1547372 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1547387.250000 Penalty: 3125.288330
	Iteration 54Q: 3 clusters Score -1547387 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1547406.125000 Penalty: 3125.288330
	Iteration 55Q: 3 clusters Score -1547406 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1547429.500000 Penalty: 3125.288330
	Iteration 56Q: 3 clusters Score -1547430 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1547444.750000 Penalty: 3125.288330
	Iteration 57Q: 3 clusters Score -1547445 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1547466.250000 Penalty: 3125.288330
	Iteration 58Q: 3 clusters Score -1547466 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1547483.500000 Penalty: 3125.288330
	Iteration 59Q: 3 clusters Score -1547484 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1547510.375000 Penalty: 3125.288330
	Iteration 60F: 3 clusters Score -1547510 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1547551.625000 Penalty: 3125.288330
	Iteration 61Q: 3 clusters Score -1547552 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1547584.250000 Penalty: 3125.288330
	Iteration 62Q: 3 clusters Score -1547584 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1547614.125000 Penalty: 3125.288330
	Iteration 63Q: 3 clusters Score -1547614 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1547647.000000 Penalty: 3125.288330
	Iteration 64Q: 3 clusters Score -1547647 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1547687.500000 Penalty: 3125.288330
	Iteration 65Q: 3 clusters Score -1547688 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1547719.250000 Penalty: 3125.288330
	Iteration 66Q: 3 clusters Score -1547719 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1547752.125000 Penalty: 3125.288330
	Iteration 67Q: 3 clusters Score -1547752 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1547789.750000 Penalty: 3125.288330
	Iteration 68Q: 3 clusters Score -1547790 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1547826.125000 Penalty: 3125.288330
	Iteration 69Q: 3 clusters Score -1547826 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1547852.250000 Penalty: 3125.288330
	Iteration 70Q: 3 clusters Score -1547852 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1547875.625000 Penalty: 3125.288330
	Iteration 71Q: 3 clusters Score -1547876 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1547899.375000 Penalty: 3125.288330
	Iteration 72Q: 3 clusters Score -1547899 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1547926.000000 Penalty: 3125.288330
	Iteration 73Q: 3 clusters Score -1547926 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1547964.125000 Penalty: 3125.288330
	Iteration 74Q: 3 clusters Score -1547964 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1547987.250000 Penalty: 3125.288330
	Iteration 75Q: 3 clusters Score -1547987 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1548013.750000 Penalty: 3125.288330
	Iteration 76Q: 3 clusters Score -1548014 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1548046.500000 Penalty: 3125.288330
	Iteration 77Q: 3 clusters Score -1548046 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1548072.500000 Penalty: 3125.288330
	Iteration 78Q: 3 clusters Score -1548072 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1548099.125000 Penalty: 3125.288330
	Iteration 79Q: 3 clusters Score -1548099 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1548112.875000 Penalty: 3125.288330
	Iteration 80F: 3 clusters Score -1548113 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1548128.375000 Penalty: 3125.288330
	Iteration 81Q: 3 clusters Score -1548128 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1548146.750000 Penalty: 3125.288330
	Iteration 82Q: 3 clusters Score -1548147 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1548161.875000 Penalty: 3125.288330
	Iteration 83Q: 3 clusters Score -1548162 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1548178.625000 Penalty: 3125.288330
	Iteration 84Q: 3 clusters Score -1548179 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1548190.125000 Penalty: 3125.288330
	Iteration 85Q: 3 clusters Score -1548190 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1548208.500000 Penalty: 3125.288330
	Iteration 86Q: 3 clusters Score -1548208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1548222.125000 Penalty: 3125.288330
	Iteration 87Q: 3 clusters Score -1548222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1548228.500000 Penalty: 3125.288330
	Iteration 88Q: 3 clusters Score -1548228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1548244.125000 Penalty: 3125.288330
	Iteration 89Q: 3 clusters Score -1548244 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1548256.750000 Penalty: 3125.288330
	Iteration 90Q: 3 clusters Score -1548257 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1548267.125000 Penalty: 3125.288330
	Iteration 91Q: 3 clusters Score -1548267 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1548281.750000 Penalty: 3125.288330
	Iteration 92Q: 3 clusters Score -1548282 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1548294.750000 Penalty: 3125.288330
	Iteration 93Q: 3 clusters Score -1548295 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1548313.125000 Penalty: 3125.288330
	Iteration 94Q: 3 clusters Score -1548313 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1548334.625000 Penalty: 3125.288330
	Iteration 95Q: 3 clusters Score -1548335 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1548349.500000 Penalty: 3125.288330
	Iteration 96Q: 3 clusters Score -1548350 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1548359.375000 Penalty: 3125.288330
	Iteration 97Q: 3 clusters Score -1548359 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1548376.625000 Penalty: 3125.288330
	Iteration 98Q: 3 clusters Score -1548377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1548385.250000 Penalty: 3125.288330
	Iteration 99Q: 3 clusters Score -1548385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1548387.875000 Penalty: 3125.288330
	Iteration 100F: 3 clusters Score -1548388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1548392.250000 Penalty: 3125.288330
	Iteration 101Q: 3 clusters Score -1548392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1548394.375000 Penalty: 3125.288330
	Iteration 102Q: 3 clusters Score -1548394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1548396.375000 Penalty: 3125.288330
	Iteration 103Q: 3 clusters Score -1548396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1548398.500000 Penalty: 3125.288330
	Iteration 104Q: 3 clusters Score -1548398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1548407.000000 Penalty: 3125.288330
	Iteration 105Q: 3 clusters Score -1548407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1548408.125000 Penalty: 3125.288330
	Iteration 106Q: 3 clusters Score -1548408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1548410.625000 Penalty: 3125.288330
	Iteration 107Q: 3 clusters Score -1548411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1548410.000000 Penalty: 3125.288330
	Iteration 108Q: 3 clusters Score -1548410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1548414.500000 Penalty: 3125.288330
	Iteration 109Q: 3 clusters Score -1548414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1548414.625000 Penalty: 3125.288330
	Iteration 110Q: 3 clusters Score -1548415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1548416.875000 Penalty: 3125.288330
	Iteration 111Q: 3 clusters Score -1548417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1548419.125000 Penalty: 3125.288330
	Iteration 112Q: 3 clusters Score -1548419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1548418.375000 Penalty: 3125.288330
	Iteration 113Q: 3 clusters Score -1548418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1548418.125000 Penalty: 3125.288330
	Iteration 114Q: 3 clusters Score -1548418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1548419.125000 Penalty: 3125.288330
	Iteration 115Q: 3 clusters Score -1548419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1548421.250000 Penalty: 3125.288330
	Iteration 116Q: 3 clusters Score -1548421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1548422.875000 Penalty: 3125.288330
	Iteration 117Q: 3 clusters Score -1548423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1548423.375000 Penalty: 3125.288330
	Iteration 118Q: 3 clusters Score -1548423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1548421.875000 Penalty: 3125.288330
	Iteration 119Q: 3 clusters Score -1548422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1548421.000000 Penalty: 3125.288330
	Iteration 120F: 3 clusters Score -1548421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1548422.250000 Penalty: 3125.288330
	Iteration 121Q: 3 clusters Score -1548422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1548422.250000 Penalty: 3125.288330
	Iteration 122F: 3 clusters Score -1548422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160866 members 
Entering Unmasked Estep 
Score: -16207855.000000 Penalty: 1948.103149
	Iteration 0F: 2 clusters Score -1.620786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80227 members 
Mstep: Class 2 contains 80639 members 
Entering Unmasked Estep 
Score: -16102095.000000 Penalty: 3896.206299
	Iteration 0F: 3 clusters Score -1.61021e+07 nChanged 77710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79215 members 
Mstep: Class 2 contains 81651 members 
Entering Unmasked Estep 
Score: -16148537.000000 Penalty: 3896.206299
	Iteration 1F: 3 clusters Score -1.614854e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 81933 members 
Entering Unmasked Estep 
Score: -16149490.000000 Penalty: 3896.206299
	Iteration 2Q: 3 clusters Score -1.614949e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78360 members 
Mstep: Class 2 contains 82506 members 
Entering Unmasked Estep 
Score: -16150660.000000 Penalty: 3896.206299
	Iteration 3Q: 3 clusters Score -1.615066e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77260 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -16151928.000000 Penalty: 3896.206299
	Iteration 4Q: 3 clusters Score -1.615193e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75289 members 
Mstep: Class 2 contains 85577 members 
Entering Unmasked Estep 
Score: -16153645.000000 Penalty: 3896.206299
	Iteration 5Q: 3 clusters Score -1.615364e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72234 members 
Mstep: Class 2 contains 88632 members 
Entering Unmasked Estep 
Score: -16155730.000000 Penalty: 3896.206299
	Iteration 6Q: 3 clusters Score -1.615573e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67663 members 
Mstep: Class 2 contains 93203 members 
Entering Unmasked Estep 
Score: -16158323.000000 Penalty: 3896.206299
	Iteration 7Q: 3 clusters Score -1.615832e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61346 members 
Mstep: Class 2 contains 99520 members 
Entering Unmasked Estep 
Score: -16161763.000000 Penalty: 3896.206299
	Iteration 8Q: 3 clusters Score -1.616176e+07 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 107677 members 
Entering Unmasked Estep 
Score: -16166541.000000 Penalty: 3896.206299
	Iteration 9F: 3 clusters Score -1.616654e+07 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 117633 members 
Entering Unmasked Estep 
Score: -16173239.000000 Penalty: 3896.206299
	Iteration 10F: 3 clusters Score -1.617324e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 128433 members 
Entering Unmasked Estep 
Score: -16181116.000000 Penalty: 3896.206299
	Iteration 11F: 3 clusters Score -1.618112e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 138372 members 
Entering Unmasked Estep 
Score: -16188964.000000 Penalty: 3896.206299
	Iteration 12F: 3 clusters Score -1.618896e+07 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 146451 members 
Entering Unmasked Estep 
Score: -16195924.000000 Penalty: 3896.206299
	Iteration 13F: 3 clusters Score -1.619592e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 152565 members 
Entering Unmasked Estep 
Score: -16201470.000000 Penalty: 3896.206299
	Iteration 14Q: 3 clusters Score -1.620147e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 156568 members 
Entering Unmasked Estep 
Score: -16204286.000000 Penalty: 3896.206299
	Iteration 15Q: 3 clusters Score -1.620429e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 158727 members 
Entering Unmasked Estep 
Score: -16205502.000000 Penalty: 3896.206299
	Iteration 16Q: 3 clusters Score -1.62055e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 159691 members 
Entering Unmasked Estep 
Score: -16205975.000000 Penalty: 3896.206299
	Iteration 17Q: 3 clusters Score -1.620598e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 160099 members 
Entering Unmasked Estep 
Score: -16206172.000000 Penalty: 3896.206299
	Iteration 18Q: 3 clusters Score -1.620617e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 160284 members 
Entering Unmasked Estep 
Score: -16206248.000000 Penalty: 3896.206299
	Iteration 19Q: 3 clusters Score -1.620625e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 160391 members 
Entering Unmasked Estep 
Score: -16206282.000000 Penalty: 3896.206299
	Iteration 20F: 3 clusters Score -1.620628e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 160433 members 
Entering Unmasked Estep 
Score: -16206299.000000 Penalty: 3896.206299
	Iteration 21Q: 3 clusters Score -1.62063e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 160463 members 
Entering Unmasked Estep 
Score: -16206325.000000 Penalty: 3896.206299
	Iteration 22Q: 3 clusters Score -1.620632e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 160485 members 
Entering Unmasked Estep 
Score: -16206329.000000 Penalty: 3896.206299
	Iteration 23Q: 3 clusters Score -1.620633e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 160500 members 
Entering Unmasked Estep 
Score: -16206349.000000 Penalty: 3896.206299
	Iteration 24Q: 3 clusters Score -1.620635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 160509 members 
Entering Unmasked Estep 
Score: -16206357.000000 Penalty: 3896.206299
	Iteration 25Q: 3 clusters Score -1.620636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 160509 members 
Entering Unmasked Estep 
Score: -16206359.000000 Penalty: 3896.206299
	Iteration 26Q: 3 clusters Score -1.620636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 160514 members 
Entering Unmasked Estep 
Score: -16206366.000000 Penalty: 3896.206299
	Iteration 27Q: 3 clusters Score -1.620637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 160521 members 
Entering Unmasked Estep 
Score: -16206376.000000 Penalty: 3896.206299
	Iteration 28Q: 3 clusters Score -1.620638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 160527 members 
Entering Unmasked Estep 
Score: -16206383.000000 Penalty: 3896.206299
	Iteration 29Q: 3 clusters Score -1.620638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 160536 members 
Entering Unmasked Estep 
Score: -16206381.000000 Penalty: 3896.206299
	Iteration 30Q: 3 clusters Score -1.620638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 160539 members 
Entering Unmasked Estep 
Score: -16206384.000000 Penalty: 3896.206299
	Iteration 31Q: 3 clusters Score -1.620638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 160541 members 
Entering Unmasked Estep 
Score: -16206387.000000 Penalty: 3896.206299
	Iteration 32Q: 3 clusters Score -1.620639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 160544 members 
Entering Unmasked Estep 
Score: -16206385.000000 Penalty: 3896.206299
	Iteration 33Q: 3 clusters Score -1.620638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 160549 members 
Entering Unmasked Estep 
Score: -16206392.000000 Penalty: 3896.206299
	Iteration 34Q: 3 clusters Score -1.620639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 160549 members 
Entering Unmasked Estep 
Score: -16206399.000000 Penalty: 3896.206299
	Iteration 35Q: 3 clusters Score -1.62064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 160551 members 
Entering Unmasked Estep 
Score: -16206404.000000 Penalty: 3896.206299
	Iteration 36Q: 3 clusters Score -1.62064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 160552 members 
Entering Unmasked Estep 
Score: -16206404.000000 Penalty: 3896.206299
	Iteration 37Q: 3 clusters Score -1.62064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 160553 members 
Entering Unmasked Estep 
Score: -16206409.000000 Penalty: 3896.206299
	Iteration 38Q: 3 clusters Score -1.620641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 160554 members 
Entering Unmasked Estep 
Score: -16206410.000000 Penalty: 3896.206299
	Iteration 39Q: 3 clusters Score -1.620641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 160554 members 
Entering Unmasked Estep 
Score: -16206410.000000 Penalty: 3896.206299
	Iteration 40F: 3 clusters Score -1.620641e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (116976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116976 members 
Entering Unmasked Estep 
Score: -12007469.000000 Penalty: 1896.330200
	Iteration 0F: 2 clusters Score -1.200747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 58449 members 
Entering Unmasked Estep 
Score: -11929630.000000 Penalty: 3792.660400
	Iteration 0F: 3 clusters Score -1.192963e+07 nChanged 56256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 59195 members 
Entering Unmasked Estep 
Score: -11962798.000000 Penalty: 3792.660400
	Iteration 1F: 3 clusters Score -1.19628e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 59347 members 
Entering Unmasked Estep 
Score: -11964011.000000 Penalty: 3792.660400
	Iteration 2Q: 3 clusters Score -1.196401e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57495 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -11965438.000000 Penalty: 3792.660400
	Iteration 3Q: 3 clusters Score -1.196544e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57540 members 
Mstep: Class 2 contains 59436 members 
Entering Unmasked Estep 
Score: -11967457.000000 Penalty: 3792.660400
	Iteration 4Q: 3 clusters Score -1.196746e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
Score: -11970275.000000 Penalty: 3792.660400
	Iteration 5Q: 3 clusters Score -1.197028e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
Score: -11974325.000000 Penalty: 3792.660400
	Iteration 6F: 3 clusters Score -1.197432e+07 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62065 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -11980116.000000 Penalty: 3792.660400
	Iteration 7F: 3 clusters Score -1.198012e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -11986586.000000 Penalty: 3792.660400
	Iteration 8F: 3 clusters Score -1.198659e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68583 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -11991332.000000 Penalty: 3792.660400
	Iteration 9F: 3 clusters Score -1.199133e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71094 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -11993862.000000 Penalty: 3792.660400
	Iteration 10Q: 3 clusters Score -1.199386e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -11995331.000000 Penalty: 3792.660400
	Iteration 11Q: 3 clusters Score -1.199533e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75631 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -11996461.000000 Penalty: 3792.660400
	Iteration 12Q: 3 clusters Score -1.199646e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77708 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -11997539.000000 Penalty: 3792.660400
	Iteration 13Q: 3 clusters Score -1.199754e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79685 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -11998486.000000 Penalty: 3792.660400
	Iteration 14Q: 3 clusters Score -1.199849e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81470 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -11999239.000000 Penalty: 3792.660400
	Iteration 15Q: 3 clusters Score -1.199924e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83027 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -11999799.000000 Penalty: 3792.660400
	Iteration 16Q: 3 clusters Score -1.19998e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84466 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -12000288.000000 Penalty: 3792.660400
	Iteration 17Q: 3 clusters Score -1.200029e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85815 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -12000678.000000 Penalty: 3792.660400
	Iteration 18Q: 3 clusters Score -1.200068e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87061 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -12000992.000000 Penalty: 3792.660400
	Iteration 19Q: 3 clusters Score -1.200099e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88223 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -12001252.000000 Penalty: 3792.660400
	Iteration 20F: 3 clusters Score -1.200125e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89304 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -12001421.000000 Penalty: 3792.660400
	Iteration 21Q: 3 clusters Score -1.200142e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90357 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -12001683.000000 Penalty: 3792.660400
	Iteration 22Q: 3 clusters Score -1.200168e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91360 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -12001887.000000 Penalty: 3792.660400
	Iteration 23Q: 3 clusters Score -1.200189e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92321 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -12001983.000000 Penalty: 3792.660400
	Iteration 24Q: 3 clusters Score -1.200198e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93295 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -12002134.000000 Penalty: 3792.660400
	Iteration 25Q: 3 clusters Score -1.200213e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94280 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -12002333.000000 Penalty: 3792.660400
	Iteration 26Q: 3 clusters Score -1.200233e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95240 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -12002503.000000 Penalty: 3792.660400
	Iteration 27Q: 3 clusters Score -1.20025e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96208 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -12002676.000000 Penalty: 3792.660400
	Iteration 28Q: 3 clusters Score -1.200268e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97156 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -12002866.000000 Penalty: 3792.660400
	Iteration 29Q: 3 clusters Score -1.200287e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98146 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -12003060.000000 Penalty: 3792.660400
	Iteration 30Q: 3 clusters Score -1.200306e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99102 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -12003221.000000 Penalty: 3792.660400
	Iteration 31Q: 3 clusters Score -1.200322e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99997 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -12003446.000000 Penalty: 3792.660400
	Iteration 32Q: 3 clusters Score -1.200345e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100870 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -12003707.000000 Penalty: 3792.660400
	Iteration 33Q: 3 clusters Score -1.200371e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101708 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -12003933.000000 Penalty: 3792.660400
	Iteration 34Q: 3 clusters Score -1.200393e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102553 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -12004120.000000 Penalty: 3792.660400
	Iteration 35Q: 3 clusters Score -1.200412e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103396 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -12004313.000000 Penalty: 3792.660400
	Iteration 36Q: 3 clusters Score -1.200431e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104243 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -12004529.000000 Penalty: 3792.660400
	Iteration 37Q: 3 clusters Score -1.200453e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105027 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -12004721.000000 Penalty: 3792.660400
	Iteration 38Q: 3 clusters Score -1.200472e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105817 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -12004937.000000 Penalty: 3792.660400
	Iteration 39Q: 3 clusters Score -1.200494e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106621 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -12005200.000000 Penalty: 3792.660400
	Iteration 40F: 3 clusters Score -1.20052e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107337 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -12005350.000000 Penalty: 3792.660400
	Iteration 41Q: 3 clusters Score -1.200535e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107995 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -12005512.000000 Penalty: 3792.660400
	Iteration 42Q: 3 clusters Score -1.200551e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108612 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -12005679.000000 Penalty: 3792.660400
	Iteration 43Q: 3 clusters Score -1.200568e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -12005870.000000 Penalty: 3792.660400
	Iteration 44Q: 3 clusters Score -1.200587e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109784 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -12006018.000000 Penalty: 3792.660400
	Iteration 45Q: 3 clusters Score -1.200602e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110284 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -12006127.000000 Penalty: 3792.660400
	Iteration 46Q: 3 clusters Score -1.200613e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110739 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -12006169.000000 Penalty: 3792.660400
	Iteration 47Q: 3 clusters Score -1.200617e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111126 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -12006288.000000 Penalty: 3792.660400
	Iteration 48Q: 3 clusters Score -1.200629e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111459 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -12006370.000000 Penalty: 3792.660400
	Iteration 49Q: 3 clusters Score -1.200637e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111774 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -12006428.000000 Penalty: 3792.660400
	Iteration 50Q: 3 clusters Score -1.200643e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112068 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -12006482.000000 Penalty: 3792.660400
	Iteration 51Q: 3 clusters Score -1.200648e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112313 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -12006496.000000 Penalty: 3792.660400
	Iteration 52Q: 3 clusters Score -1.20065e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112510 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -12006562.000000 Penalty: 3792.660400
	Iteration 53Q: 3 clusters Score -1.200656e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112690 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -12006597.000000 Penalty: 3792.660400
	Iteration 54Q: 3 clusters Score -1.20066e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112854 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -12006627.000000 Penalty: 3792.660400
	Iteration 55Q: 3 clusters Score -1.200663e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113005 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -12006675.000000 Penalty: 3792.660400
	Iteration 56Q: 3 clusters Score -1.200668e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113130 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -12006676.000000 Penalty: 3792.660400
	Iteration 57Q: 3 clusters Score -1.200668e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113239 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -12006698.000000 Penalty: 3792.660400
	Iteration 58Q: 3 clusters Score -1.20067e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113316 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -12006730.000000 Penalty: 3792.660400
	Iteration 59Q: 3 clusters Score -1.200673e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113398 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -12006733.000000 Penalty: 3792.660400
	Iteration 60F: 3 clusters Score -1.200673e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113474 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -12006728.000000 Penalty: 3792.660400
	Iteration 61Q: 3 clusters Score -1.200673e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113551 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -12006730.000000 Penalty: 3792.660400
	Iteration 62Q: 3 clusters Score -1.200673e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113628 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -12006733.000000 Penalty: 3792.660400
	Iteration 63Q: 3 clusters Score -1.200673e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113682 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -12006749.000000 Penalty: 3792.660400
	Iteration 64Q: 3 clusters Score -1.200675e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113736 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -12006748.000000 Penalty: 3792.660400
	Iteration 65Q: 3 clusters Score -1.200675e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113782 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -12006764.000000 Penalty: 3792.660400
	Iteration 66Q: 3 clusters Score -1.200676e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113835 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -12006770.000000 Penalty: 3792.660400
	Iteration 67Q: 3 clusters Score -1.200677e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113883 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -12006779.000000 Penalty: 3792.660400
	Iteration 68Q: 3 clusters Score -1.200678e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113928 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -12006792.000000 Penalty: 3792.660400
	Iteration 69Q: 3 clusters Score -1.200679e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113985 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -12006809.000000 Penalty: 3792.660400
	Iteration 70Q: 3 clusters Score -1.200681e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114043 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -12006832.000000 Penalty: 3792.660400
	Iteration 71Q: 3 clusters Score -1.200683e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114097 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -12006813.000000 Penalty: 3792.660400
	Iteration 72Q: 3 clusters Score -1.200681e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114145 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -12006820.000000 Penalty: 3792.660400
	Iteration 73Q: 3 clusters Score -1.200682e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114188 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -12006835.000000 Penalty: 3792.660400
	Iteration 74Q: 3 clusters Score -1.200684e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114230 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -12006841.000000 Penalty: 3792.660400
	Iteration 75Q: 3 clusters Score -1.200684e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114263 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -12006842.000000 Penalty: 3792.660400
	Iteration 76Q: 3 clusters Score -1.200684e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114296 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -12006831.000000 Penalty: 3792.660400
	Iteration 77Q: 3 clusters Score -1.200683e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114334 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -12006844.000000 Penalty: 3792.660400
	Iteration 78Q: 3 clusters Score -1.200684e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114362 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -12006846.000000 Penalty: 3792.660400
	Iteration 79Q: 3 clusters Score -1.200685e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114392 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -12006838.000000 Penalty: 3792.660400
	Iteration 80F: 3 clusters Score -1.200684e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114423 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -12006850.000000 Penalty: 3792.660400
	Iteration 81Q: 3 clusters Score -1.200685e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114465 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -12006848.000000 Penalty: 3792.660400
	Iteration 82Q: 3 clusters Score -1.200685e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114499 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -12006868.000000 Penalty: 3792.660400
	Iteration 83Q: 3 clusters Score -1.200687e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114534 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -12006871.000000 Penalty: 3792.660400
	Iteration 84Q: 3 clusters Score -1.200687e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114567 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -12006879.000000 Penalty: 3792.660400
	Iteration 85Q: 3 clusters Score -1.200688e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114609 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -12006862.000000 Penalty: 3792.660400
	Iteration 86Q: 3 clusters Score -1.200686e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114634 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -12006862.000000 Penalty: 3792.660400
	Iteration 87Q: 3 clusters Score -1.200686e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114657 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -12006842.000000 Penalty: 3792.660400
	Iteration 88Q: 3 clusters Score -1.200684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114673 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -12006858.000000 Penalty: 3792.660400
	Iteration 89Q: 3 clusters Score -1.200686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114685 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -12006862.000000 Penalty: 3792.660400
	Iteration 90Q: 3 clusters Score -1.200686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114697 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -12006874.000000 Penalty: 3792.660400
	Iteration 91Q: 3 clusters Score -1.200687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114708 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -12006872.000000 Penalty: 3792.660400
	Iteration 92Q: 3 clusters Score -1.200687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114717 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -12006862.000000 Penalty: 3792.660400
	Iteration 93Q: 3 clusters Score -1.200686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114722 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -12006862.000000 Penalty: 3792.660400
	Iteration 94Q: 3 clusters Score -1.200686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114723 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -12006868.000000 Penalty: 3792.660400
	Iteration 95Q: 3 clusters Score -1.200687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114724 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -12006871.000000 Penalty: 3792.660400
	Iteration 96Q: 3 clusters Score -1.200687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114725 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -12006870.000000 Penalty: 3792.660400
	Iteration 97Q: 3 clusters Score -1.200687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114725 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -12006870.000000 Penalty: 3792.660400
	Iteration 98F: 3 clusters Score -1.200687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Entering Unmasked Estep 
Score: -1482653.875000 Penalty: 1560.189453
	Iteration 0F: 2 clusters Score -1482654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1472388.750000 Penalty: 3120.378906
	Iteration 0F: 3 clusters Score -1472389 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1475879.875000 Penalty: 3120.378906
	Iteration 1F: 3 clusters Score -1475880 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1476147.625000 Penalty: 3120.378906
	Iteration 2F: 3 clusters Score -1476148 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1476369.625000 Penalty: 3120.378906
	Iteration 3Q: 3 clusters Score -1476370 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1476585.625000 Penalty: 3120.378906
	Iteration 4Q: 3 clusters Score -1476586 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1476828.000000 Penalty: 3120.378906
	Iteration 5Q: 3 clusters Score -1476828 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1477143.500000 Penalty: 3120.378906
	Iteration 6Q: 3 clusters Score -1477144 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1477547.250000 Penalty: 3120.378906
	Iteration 7Q: 3 clusters Score -1477547 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1478033.375000 Penalty: 3120.378906
	Iteration 8F: 3 clusters Score -1478033 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1478610.125000 Penalty: 3120.378906
	Iteration 9F: 3 clusters Score -1478610 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1479279.000000 Penalty: 3120.378906
	Iteration 10F: 3 clusters Score -1479279 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1479892.875000 Penalty: 3120.378906
	Iteration 11Q: 3 clusters Score -1479893 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1480377.500000 Penalty: 3120.378906
	Iteration 12Q: 3 clusters Score -1480378 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1480718.625000 Penalty: 3120.378906
	Iteration 13Q: 3 clusters Score -1480719 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1480940.000000 Penalty: 3120.378906
	Iteration 14Q: 3 clusters Score -1480940 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1481089.125000 Penalty: 3120.378906
	Iteration 15Q: 3 clusters Score -1481089 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1481168.875000 Penalty: 3120.378906
	Iteration 16Q: 3 clusters Score -1481169 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1481225.500000 Penalty: 3120.378906
	Iteration 17Q: 3 clusters Score -1481226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1481266.750000 Penalty: 3120.378906
	Iteration 18Q: 3 clusters Score -1481267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1481287.500000 Penalty: 3120.378906
	Iteration 19Q: 3 clusters Score -1481288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1481312.125000 Penalty: 3120.378906
	Iteration 20F: 3 clusters Score -1481312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1481321.750000 Penalty: 3120.378906
	Iteration 21Q: 3 clusters Score -1481322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1481328.375000 Penalty: 3120.378906
	Iteration 22Q: 3 clusters Score -1481328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1481331.500000 Penalty: 3120.378906
	Iteration 23Q: 3 clusters Score -1481332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1481329.750000 Penalty: 3120.378906
	Iteration 24Q: 3 clusters Score -1481330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1481330.375000 Penalty: 3120.378906
	Iteration 25Q: 3 clusters Score -1481330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1481333.875000 Penalty: 3120.378906
	Iteration 26Q: 3 clusters Score -1481334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1481335.000000 Penalty: 3120.378906
	Iteration 27Q: 3 clusters Score -1481335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1481338.750000 Penalty: 3120.378906
	Iteration 28Q: 3 clusters Score -1481339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1481340.875000 Penalty: 3120.378906
	Iteration 29Q: 3 clusters Score -1481341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1481345.000000 Penalty: 3120.378906
	Iteration 30Q: 3 clusters Score -1481345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1481345.000000 Penalty: 3120.378906
	Iteration 31F: 3 clusters Score -1481345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Entering Unmasked Estep 
Score: -1973510.125000 Penalty: 1611.944092
	Iteration 0F: 2 clusters Score -1973510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1959678.625000 Penalty: 3223.888184
	Iteration 0F: 3 clusters Score -1959679 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1964694.750000 Penalty: 3223.888184
	Iteration 1F: 3 clusters Score -1964695 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1964950.500000 Penalty: 3223.888184
	Iteration 2Q: 3 clusters Score -1964950 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1965170.875000 Penalty: 3223.888184
	Iteration 3Q: 3 clusters Score -1965171 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1965358.750000 Penalty: 3223.888184
	Iteration 4Q: 3 clusters Score -1965359 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1965548.250000 Penalty: 3223.888184
	Iteration 5Q: 3 clusters Score -1965548 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1965766.625000 Penalty: 3223.888184
	Iteration 6Q: 3 clusters Score -1965767 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1966040.375000 Penalty: 3223.888184
	Iteration 7Q: 3 clusters Score -1966040 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1966430.500000 Penalty: 3223.888184
	Iteration 8Q: 3 clusters Score -1966430 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1966897.750000 Penalty: 3223.888184
	Iteration 9Q: 3 clusters Score -1966898 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1967411.500000 Penalty: 3223.888184
	Iteration 10Q: 3 clusters Score -1967412 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1967866.625000 Penalty: 3223.888184
	Iteration 11Q: 3 clusters Score -1967867 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1968262.250000 Penalty: 3223.888184
	Iteration 12Q: 3 clusters Score -1968262 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1968547.750000 Penalty: 3223.888184
	Iteration 13Q: 3 clusters Score -1968548 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1968745.000000 Penalty: 3223.888184
	Iteration 14Q: 3 clusters Score -1968745 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1968903.750000 Penalty: 3223.888184
	Iteration 15Q: 3 clusters Score -1968904 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1969031.250000 Penalty: 3223.888184
	Iteration 16Q: 3 clusters Score -1969031 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1969164.750000 Penalty: 3223.888184
	Iteration 17Q: 3 clusters Score -1969165 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1969283.000000 Penalty: 3223.888184
	Iteration 18Q: 3 clusters Score -1969283 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1969414.750000 Penalty: 3223.888184
	Iteration 19Q: 3 clusters Score -1969415 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1969548.125000 Penalty: 3223.888184
	Iteration 20F: 3 clusters Score -1969548 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1969698.750000 Penalty: 3223.888184
	Iteration 21Q: 3 clusters Score -1969699 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1969873.875000 Penalty: 3223.888184
	Iteration 22Q: 3 clusters Score -1969874 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1970092.625000 Penalty: 3223.888184
	Iteration 23Q: 3 clusters Score -1970093 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1970316.500000 Penalty: 3223.888184
	Iteration 24Q: 3 clusters Score -1970316 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1970550.875000 Penalty: 3223.888184
	Iteration 25Q: 3 clusters Score -1970551 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1970759.625000 Penalty: 3223.888184
	Iteration 26Q: 3 clusters Score -1970760 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1971000.875000 Penalty: 3223.888184
	Iteration 27Q: 3 clusters Score -1971001 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -1971210.500000 Penalty: 3223.888184
	Iteration 28Q: 3 clusters Score -1971210 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1971395.250000 Penalty: 3223.888184
	Iteration 29Q: 3 clusters Score -1971395 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -1971560.125000 Penalty: 3223.888184
	Iteration 30Q: 3 clusters Score -1971560 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -1971714.250000 Penalty: 3223.888184
	Iteration 31Q: 3 clusters Score -1971714 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -1971808.750000 Penalty: 3223.888184
	Iteration 32Q: 3 clusters Score -1971809 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -1971890.625000 Penalty: 3223.888184
	Iteration 33Q: 3 clusters Score -1971891 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -1971945.375000 Penalty: 3223.888184
	Iteration 34Q: 3 clusters Score -1971945 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -1972005.625000 Penalty: 3223.888184
	Iteration 35Q: 3 clusters Score -1972006 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -1972048.500000 Penalty: 3223.888184
	Iteration 36Q: 3 clusters Score -1972048 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -1972078.375000 Penalty: 3223.888184
	Iteration 37Q: 3 clusters Score -1972078 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -1972102.625000 Penalty: 3223.888184
	Iteration 38Q: 3 clusters Score -1972103 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -1972123.875000 Penalty: 3223.888184
	Iteration 39Q: 3 clusters Score -1972124 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -1972144.875000 Penalty: 3223.888184
	Iteration 40F: 3 clusters Score -1972145 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -1972163.250000 Penalty: 3223.888184
	Iteration 41Q: 3 clusters Score -1972163 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -1972171.125000 Penalty: 3223.888184
	Iteration 42Q: 3 clusters Score -1972171 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -1972184.375000 Penalty: 3223.888184
	Iteration 43Q: 3 clusters Score -1972184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -1972189.875000 Penalty: 3223.888184
	Iteration 44Q: 3 clusters Score -1972190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -1972197.750000 Penalty: 3223.888184
	Iteration 45Q: 3 clusters Score -1972198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -1972199.500000 Penalty: 3223.888184
	Iteration 46Q: 3 clusters Score -1972200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -1972205.250000 Penalty: 3223.888184
	Iteration 47Q: 3 clusters Score -1972205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -1972209.875000 Penalty: 3223.888184
	Iteration 48Q: 3 clusters Score -1972210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -1972212.250000 Penalty: 3223.888184
	Iteration 49Q: 3 clusters Score -1972212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -1972218.125000 Penalty: 3223.888184
	Iteration 50Q: 3 clusters Score -1972218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -1972222.750000 Penalty: 3223.888184
	Iteration 51Q: 3 clusters Score -1972223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -1972222.500000 Penalty: 3223.888184
	Iteration 52Q: 3 clusters Score -1972222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -1972226.750000 Penalty: 3223.888184
	Iteration 53Q: 3 clusters Score -1972227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -1972229.000000 Penalty: 3223.888184
	Iteration 54Q: 3 clusters Score -1972229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -1972231.750000 Penalty: 3223.888184
	Iteration 55Q: 3 clusters Score -1972232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -1972233.250000 Penalty: 3223.888184
	Iteration 56Q: 3 clusters Score -1972233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -1972232.750000 Penalty: 3223.888184
	Iteration 57Q: 3 clusters Score -1972233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -1972230.875000 Penalty: 3223.888184
	Iteration 58Q: 3 clusters Score -1972231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -1972233.250000 Penalty: 3223.888184
	Iteration 59Q: 3 clusters Score -1972233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -1972230.250000 Penalty: 3223.888184
	Iteration 60F: 3 clusters Score -1972230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -1972230.375000 Penalty: 3223.888184
	Iteration 61Q: 3 clusters Score -1972230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -1972235.750000 Penalty: 3223.888184
	Iteration 62Q: 3 clusters Score -1972236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -1972233.375000 Penalty: 3223.888184
	Iteration 63Q: 3 clusters Score -1972233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -1972232.500000 Penalty: 3223.888184
	Iteration 64Q: 3 clusters Score -1972232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -1972237.000000 Penalty: 3223.888184
	Iteration 65Q: 3 clusters Score -1972237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -1972239.875000 Penalty: 3223.888184
	Iteration 66Q: 3 clusters Score -1972240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -1972236.375000 Penalty: 3223.888184
	Iteration 67Q: 3 clusters Score -1972236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -1972238.625000 Penalty: 3223.888184
	Iteration 68Q: 3 clusters Score -1972239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -1972237.625000 Penalty: 3223.888184
	Iteration 69Q: 3 clusters Score -1972238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -1972234.250000 Penalty: 3223.888184
	Iteration 70Q: 3 clusters Score -1972234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -1972236.500000 Penalty: 3223.888184
	Iteration 71Q: 3 clusters Score -1972236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -1972238.250000 Penalty: 3223.888184
	Iteration 72Q: 3 clusters Score -1972238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -1972237.750000 Penalty: 3223.888184
	Iteration 73Q: 3 clusters Score -1972238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -1972237.375000 Penalty: 3223.888184
	Iteration 74Q: 3 clusters Score -1972237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -1972237.375000 Penalty: 3223.888184
	Iteration 75F: 3 clusters Score -1972237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Entering Unmasked Estep 
Score: -5356654.000000 Penalty: 1766.368164
	Iteration 0F: 2 clusters Score -5356654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -5321474.000000 Penalty: 3532.736328
	Iteration 0F: 3 clusters Score -5321474 nChanged 24618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -5335227.500000 Penalty: 3532.736328
	Iteration 1F: 3 clusters Score -5335228 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -5335649.500000 Penalty: 3532.736328
	Iteration 2Q: 3 clusters Score -5335650 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -5336092.000000 Penalty: 3532.736328
	Iteration 3Q: 3 clusters Score -5336092 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -5336595.500000 Penalty: 3532.736328
	Iteration 4Q: 3 clusters Score -5336596 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -5337288.500000 Penalty: 3532.736328
	Iteration 5Q: 3 clusters Score -5337288 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -5338434.000000 Penalty: 3532.736328
	Iteration 6Q: 3 clusters Score -5338434 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -5340412.000000 Penalty: 3532.736328
	Iteration 7F: 3 clusters Score -5340412 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -5343458.500000 Penalty: 3532.736328
	Iteration 8F: 3 clusters Score -5343458 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -5347343.000000 Penalty: 3532.736328
	Iteration 9F: 3 clusters Score -5347343 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -5351154.000000 Penalty: 3532.736328
	Iteration 10F: 3 clusters Score -5351154 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -5353475.500000 Penalty: 3532.736328
	Iteration 11Q: 3 clusters Score -5353476 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -5354507.000000 Penalty: 3532.736328
	Iteration 12Q: 3 clusters Score -5354507 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 52259 members 
Entering Unmasked Estep 
Score: -5354842.000000 Penalty: 3532.736328
	Iteration 13Q: 3 clusters Score -5354842 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 52359 members 
Entering Unmasked Estep 
Score: -5354950.500000 Penalty: 3532.736328
	Iteration 14Q: 3 clusters Score -5354950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -5354993.000000 Penalty: 3532.736328
	Iteration 15Q: 3 clusters Score -5354993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -5355014.000000 Penalty: 3532.736328
	Iteration 16Q: 3 clusters Score -5355014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -5355037.500000 Penalty: 3532.736328
	Iteration 17Q: 3 clusters Score -5355038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -5355049.500000 Penalty: 3532.736328
	Iteration 18Q: 3 clusters Score -5355050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -5355058.000000 Penalty: 3532.736328
	Iteration 19Q: 3 clusters Score -5355058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -5355061.000000 Penalty: 3532.736328
	Iteration 20F: 3 clusters Score -5355061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -5355059.000000 Penalty: 3532.736328
	Iteration 21Q: 3 clusters Score -5355059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -5355059.000000 Penalty: 3532.736328
	Iteration 22F: 3 clusters Score -5355059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Entering Unmasked Estep 
Score: -1564231.875000 Penalty: 1567.140137
	Iteration 0F: 2 clusters Score -1564232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1553465.750000 Penalty: 3134.280273
	Iteration 0F: 3 clusters Score -1553466 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1557242.250000 Penalty: 3134.280273
	Iteration 1F: 3 clusters Score -1557242 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1557671.875000 Penalty: 3134.280273
	Iteration 2F: 3 clusters Score -1557672 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1558271.750000 Penalty: 3134.280273
	Iteration 3F: 3 clusters Score -1558272 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1559027.875000 Penalty: 3134.280273
	Iteration 4F: 3 clusters Score -1559028 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1559843.875000 Penalty: 3134.280273
	Iteration 5F: 3 clusters Score -1559844 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1560742.750000 Penalty: 3134.280273
	Iteration 6F: 3 clusters Score -1560743 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1561541.375000 Penalty: 3134.280273
	Iteration 7F: 3 clusters Score -1561541 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1562207.625000 Penalty: 3134.280273
	Iteration 8Q: 3 clusters Score -1562208 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1562501.000000 Penalty: 3134.280273
	Iteration 9Q: 3 clusters Score -1562501 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1562613.375000 Penalty: 3134.280273
	Iteration 10Q: 3 clusters Score -1562613 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1562672.625000 Penalty: 3134.280273
	Iteration 11Q: 3 clusters Score -1562673 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1562718.625000 Penalty: 3134.280273
	Iteration 12Q: 3 clusters Score -1562719 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1562764.500000 Penalty: 3134.280273
	Iteration 13Q: 3 clusters Score -1562764 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1562800.250000 Penalty: 3134.280273
	Iteration 14Q: 3 clusters Score -1562800 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1562821.750000 Penalty: 3134.280273
	Iteration 15Q: 3 clusters Score -1562822 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1562850.250000 Penalty: 3134.280273
	Iteration 16Q: 3 clusters Score -1562850 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1562876.125000 Penalty: 3134.280273
	Iteration 17Q: 3 clusters Score -1562876 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1562894.500000 Penalty: 3134.280273
	Iteration 18Q: 3 clusters Score -1562894 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1562925.000000 Penalty: 3134.280273
	Iteration 19Q: 3 clusters Score -1562925 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1562935.625000 Penalty: 3134.280273
	Iteration 20F: 3 clusters Score -1562936 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1562953.375000 Penalty: 3134.280273
	Iteration 21Q: 3 clusters Score -1562953 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1562961.375000 Penalty: 3134.280273
	Iteration 22Q: 3 clusters Score -1562961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1562971.625000 Penalty: 3134.280273
	Iteration 23Q: 3 clusters Score -1562972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1562974.250000 Penalty: 3134.280273
	Iteration 24Q: 3 clusters Score -1562974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1562981.375000 Penalty: 3134.280273
	Iteration 25Q: 3 clusters Score -1562981 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1562984.000000 Penalty: 3134.280273
	Iteration 26Q: 3 clusters Score -1562984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1562990.125000 Penalty: 3134.280273
	Iteration 27Q: 3 clusters Score -1562990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1562993.625000 Penalty: 3134.280273
	Iteration 28Q: 3 clusters Score -1562994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1562997.750000 Penalty: 3134.280273
	Iteration 29Q: 3 clusters Score -1562998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1562998.500000 Penalty: 3134.280273
	Iteration 30Q: 3 clusters Score -1562998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1563005.125000 Penalty: 3134.280273
	Iteration 31Q: 3 clusters Score -1563005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1563013.000000 Penalty: 3134.280273
	Iteration 32Q: 3 clusters Score -1563013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1563020.125000 Penalty: 3134.280273
	Iteration 33Q: 3 clusters Score -1563020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1563024.500000 Penalty: 3134.280273
	Iteration 34Q: 3 clusters Score -1563024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1563029.625000 Penalty: 3134.280273
	Iteration 35Q: 3 clusters Score -1563030 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1563038.625000 Penalty: 3134.280273
	Iteration 36Q: 3 clusters Score -1563039 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1563042.750000 Penalty: 3134.280273
	Iteration 37Q: 3 clusters Score -1563043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1563048.375000 Penalty: 3134.280273
	Iteration 38Q: 3 clusters Score -1563048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1563050.000000 Penalty: 3134.280273
	Iteration 39Q: 3 clusters Score -1563050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1563056.250000 Penalty: 3134.280273
	Iteration 40F: 3 clusters Score -1563056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1563054.375000 Penalty: 3134.280273
	Iteration 41Q: 3 clusters Score -1563054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1563058.250000 Penalty: 3134.280273
	Iteration 42Q: 3 clusters Score -1563058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1563061.375000 Penalty: 3134.280273
	Iteration 43Q: 3 clusters Score -1563061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1563061.000000 Penalty: 3134.280273
	Iteration 44Q: 3 clusters Score -1563061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1563065.500000 Penalty: 3134.280273
	Iteration 45Q: 3 clusters Score -1563066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1563068.625000 Penalty: 3134.280273
	Iteration 46Q: 3 clusters Score -1563069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1563075.875000 Penalty: 3134.280273
	Iteration 47Q: 3 clusters Score -1563076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1563078.250000 Penalty: 3134.280273
	Iteration 48Q: 3 clusters Score -1563078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1563082.125000 Penalty: 3134.280273
	Iteration 49Q: 3 clusters Score -1563082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1563083.500000 Penalty: 3134.280273
	Iteration 50Q: 3 clusters Score -1563084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1563089.000000 Penalty: 3134.280273
	Iteration 51Q: 3 clusters Score -1563089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1563090.750000 Penalty: 3134.280273
	Iteration 52Q: 3 clusters Score -1563091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1563092.625000 Penalty: 3134.280273
	Iteration 53Q: 3 clusters Score -1563093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1563093.000000 Penalty: 3134.280273
	Iteration 54Q: 3 clusters Score -1563093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1563092.875000 Penalty: 3134.280273
	Iteration 55Q: 3 clusters Score -1563093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1563094.500000 Penalty: 3134.280273
	Iteration 56Q: 3 clusters Score -1563094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1563097.250000 Penalty: 3134.280273
	Iteration 57Q: 3 clusters Score -1563097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1563100.250000 Penalty: 3134.280273
	Iteration 58Q: 3 clusters Score -1563100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1563101.625000 Penalty: 3134.280273
	Iteration 59Q: 3 clusters Score -1563102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1563103.000000 Penalty: 3134.280273
	Iteration 60F: 3 clusters Score -1563103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1563098.250000 Penalty: 3134.280273
	Iteration 61Q: 3 clusters Score -1563098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1563103.500000 Penalty: 3134.280273
	Iteration 62Q: 3 clusters Score -1563104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1563105.875000 Penalty: 3134.280273
	Iteration 63Q: 3 clusters Score -1563106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1563108.000000 Penalty: 3134.280273
	Iteration 64Q: 3 clusters Score -1563108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1563110.250000 Penalty: 3134.280273
	Iteration 65Q: 3 clusters Score -1563110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1563111.000000 Penalty: 3134.280273
	Iteration 66Q: 3 clusters Score -1563111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1563110.375000 Penalty: 3134.280273
	Iteration 67Q: 3 clusters Score -1563110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1563112.125000 Penalty: 3134.280273
	Iteration 68Q: 3 clusters Score -1563112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1563112.375000 Penalty: 3134.280273
	Iteration 69Q: 3 clusters Score -1563112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1563112.625000 Penalty: 3134.280273
	Iteration 70Q: 3 clusters Score -1563113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1563111.000000 Penalty: 3134.280273
	Iteration 71Q: 3 clusters Score -1563111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1563116.000000 Penalty: 3134.280273
	Iteration 72Q: 3 clusters Score -1563116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1563117.125000 Penalty: 3134.280273
	Iteration 73Q: 3 clusters Score -1563117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1563119.000000 Penalty: 3134.280273
	Iteration 74Q: 3 clusters Score -1563119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1563120.250000 Penalty: 3134.280273
	Iteration 75Q: 3 clusters Score -1563120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1563123.000000 Penalty: 3134.280273
	Iteration 76Q: 3 clusters Score -1563123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1563128.125000 Penalty: 3134.280273
	Iteration 77Q: 3 clusters Score -1563128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1563136.500000 Penalty: 3134.280273
	Iteration 78Q: 3 clusters Score -1563136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1563141.625000 Penalty: 3134.280273
	Iteration 79Q: 3 clusters Score -1563142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1563140.375000 Penalty: 3134.280273
	Iteration 80F: 3 clusters Score -1563140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1563141.125000 Penalty: 3134.280273
	Iteration 81Q: 3 clusters Score -1563141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1563141.875000 Penalty: 3134.280273
	Iteration 82Q: 3 clusters Score -1563142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1563146.375000 Penalty: 3134.280273
	Iteration 83Q: 3 clusters Score -1563146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1563150.500000 Penalty: 3134.280273
	Iteration 84Q: 3 clusters Score -1563150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1563146.375000 Penalty: 3134.280273
	Iteration 85Q: 3 clusters Score -1563146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1563147.750000 Penalty: 3134.280273
	Iteration 86Q: 3 clusters Score -1563148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1563146.375000 Penalty: 3134.280273
	Iteration 87Q: 3 clusters Score -1563146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1563148.625000 Penalty: 3134.280273
	Iteration 88Q: 3 clusters Score -1563149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1563149.250000 Penalty: 3134.280273
	Iteration 89Q: 3 clusters Score -1563149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1563148.250000 Penalty: 3134.280273
	Iteration 90Q: 3 clusters Score -1563148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1563150.250000 Penalty: 3134.280273
	Iteration 91Q: 3 clusters Score -1563150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1563150.750000 Penalty: 3134.280273
	Iteration 92Q: 3 clusters Score -1563151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1563150.500000 Penalty: 3134.280273
	Iteration 93Q: 3 clusters Score -1563150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1563149.875000 Penalty: 3134.280273
	Iteration 94Q: 3 clusters Score -1563150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1563149.875000 Penalty: 3134.280273
	Iteration 95F: 3 clusters Score -1563150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (157527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157527 members 
Entering Unmasked Estep 
Score: -16020844.000000 Penalty: 1944.694702
	Iteration 0F: 2 clusters Score -1.602084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78955 members 
Mstep: Class 2 contains 78572 members 
Entering Unmasked Estep 
Score: -15915826.000000 Penalty: 3889.389404
	Iteration 0F: 3 clusters Score -1.591583e+07 nChanged 76341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84716 members 
Mstep: Class 2 contains 72811 members 
Entering Unmasked Estep 
Score: -15961391.000000 Penalty: 3889.389404
	Iteration 1F: 3 clusters Score -1.596139e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89066 members 
Mstep: Class 2 contains 68461 members 
Entering Unmasked Estep 
Score: -15963221.000000 Penalty: 3889.389404
	Iteration 2Q: 3 clusters Score -1.596322e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95502 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
Score: -15966392.000000 Penalty: 3889.389404
	Iteration 3Q: 3 clusters Score -1.596639e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104640 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -15971825.000000 Penalty: 3889.389404
	Iteration 4F: 3 clusters Score -1.597182e+07 nChanged 12450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116738 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -15981000.000000 Penalty: 3889.389404
	Iteration 5F: 3 clusters Score -1.5981e+07 nChanged 13898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130526 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -15993452.000000 Penalty: 3889.389404
	Iteration 6F: 3 clusters Score -1.599345e+07 nChanged 12641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143135 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -16006034.000000 Penalty: 3889.389404
	Iteration 7F: 3 clusters Score -1.600603e+07 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151621 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -16014348.000000 Penalty: 3889.389404
	Iteration 8F: 3 clusters Score -1.601435e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155461 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -16017526.000000 Penalty: 3889.389404
	Iteration 9Q: 3 clusters Score -1.601753e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156761 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -16018604.000000 Penalty: 3889.389404
	Iteration 10Q: 3 clusters Score -1.60186e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157134 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -16018948.000000 Penalty: 3889.389404
	Iteration 11Q: 3 clusters Score -1.601895e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157250 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16019070.000000 Penalty: 3889.389404
	Iteration 12Q: 3 clusters Score -1.601907e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157288 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -16019127.000000 Penalty: 3889.389404
	Iteration 13Q: 3 clusters Score -1.601913e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157306 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -16019147.000000 Penalty: 3889.389404
	Iteration 14Q: 3 clusters Score -1.601915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157308 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -16019156.000000 Penalty: 3889.389404
	Iteration 15Q: 3 clusters Score -1.601916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157313 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16019154.000000 Penalty: 3889.389404
	Iteration 16Q: 3 clusters Score -1.601915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157315 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16019161.000000 Penalty: 3889.389404
	Iteration 17Q: 3 clusters Score -1.601916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157313 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16019161.000000 Penalty: 3889.389404
	Iteration 18Q: 3 clusters Score -1.601916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157316 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16019174.000000 Penalty: 3889.389404
	Iteration 19Q: 3 clusters Score -1.601917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157317 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16019170.000000 Penalty: 3889.389404
	Iteration 20F: 3 clusters Score -1.601917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157317 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16019188.000000 Penalty: 3889.389404
	Iteration 21Q: 3 clusters Score -1.601919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157316 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16019187.000000 Penalty: 3889.389404
	Iteration 22Q: 3 clusters Score -1.601919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157316 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16019187.000000 Penalty: 3889.389404
	Iteration 23F: 3 clusters Score -1.601919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Entering Unmasked Estep 
Score: -667377.437500 Penalty: 1428.196045
	Iteration 0F: 2 clusters Score -667377.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -662375.562500 Penalty: 2856.392090
	Iteration 0F: 3 clusters Score -662375.6 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -663849.562500 Penalty: 2856.392090
	Iteration 1F: 3 clusters Score -663849.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -664105.812500 Penalty: 2856.392090
	Iteration 2F: 3 clusters Score -664105.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -664339.750000 Penalty: 2856.392090
	Iteration 3F: 3 clusters Score -664339.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -664600.000000 Penalty: 2856.392090
	Iteration 4F: 3 clusters Score -664600 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -664875.562500 Penalty: 2856.392090
	Iteration 5F: 3 clusters Score -664875.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -665133.187500 Penalty: 2856.392090
	Iteration 6F: 3 clusters Score -665133.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -665338.500000 Penalty: 2856.392090
	Iteration 7Q: 3 clusters Score -665338.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -665527.687500 Penalty: 2856.392090
	Iteration 8Q: 3 clusters Score -665527.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -665717.750000 Penalty: 2856.392090
	Iteration 9Q: 3 clusters Score -665717.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -665896.750000 Penalty: 2856.392090
	Iteration 10Q: 3 clusters Score -665896.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -666026.062500 Penalty: 2856.392090
	Iteration 11Q: 3 clusters Score -666026.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -666109.187500 Penalty: 2856.392090
	Iteration 12Q: 3 clusters Score -666109.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -666162.625000 Penalty: 2856.392090
	Iteration 13Q: 3 clusters Score -666162.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -666196.437500 Penalty: 2856.392090
	Iteration 14Q: 3 clusters Score -666196.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -666215.562500 Penalty: 2856.392090
	Iteration 15Q: 3 clusters Score -666215.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -666232.250000 Penalty: 2856.392090
	Iteration 16Q: 3 clusters Score -666232.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -666236.437500 Penalty: 2856.392090
	Iteration 17Q: 3 clusters Score -666236.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -666240.875000 Penalty: 2856.392090
	Iteration 18Q: 3 clusters Score -666240.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -666242.875000 Penalty: 2856.392090
	Iteration 19Q: 3 clusters Score -666242.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -666246.125000 Penalty: 2856.392090
	Iteration 20F: 3 clusters Score -666246.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -666249.875000 Penalty: 2856.392090
	Iteration 21Q: 3 clusters Score -666249.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -666250.750000 Penalty: 2856.392090
	Iteration 22Q: 3 clusters Score -666250.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -666251.375000 Penalty: 2856.392090
	Iteration 23Q: 3 clusters Score -666251.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -666252.375000 Penalty: 2856.392090
	Iteration 24Q: 3 clusters Score -666252.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -666254.312500 Penalty: 2856.392090
	Iteration 25Q: 3 clusters Score -666254.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -666255.750000 Penalty: 2856.392090
	Iteration 26Q: 3 clusters Score -666255.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -666254.750000 Penalty: 2856.392090
	Iteration 27Q: 3 clusters Score -666254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -666254.250000 Penalty: 2856.392090
	Iteration 28Q: 3 clusters Score -666254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -666254.187500 Penalty: 2856.392090
	Iteration 29Q: 3 clusters Score -666254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -666254.187500 Penalty: 2856.392090
	Iteration 30Q: 3 clusters Score -666254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -666254.187500 Penalty: 2856.392090
	Iteration 31Q: 3 clusters Score -666254.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -666254.187500 Penalty: 2856.392090
	Iteration 32F: 3 clusters Score -666254.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (172206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172206 members 
Entering Unmasked Estep 
Score: -17679640.000000 Penalty: 1959.172607
	Iteration 0F: 2 clusters Score -1.767964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86096 members 
Mstep: Class 2 contains 86110 members 
Entering Unmasked Estep 
Score: -17571790.000000 Penalty: 3918.345215
	Iteration 0F: 3 clusters Score -1.757179e+07 nChanged 83291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86811 members 
Mstep: Class 2 contains 85395 members 
Entering Unmasked Estep 
Score: -17621052.000000 Penalty: 3918.345215
	Iteration 1F: 3 clusters Score -1.762105e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87366 members 
Mstep: Class 2 contains 84840 members 
Entering Unmasked Estep 
Score: -17622422.000000 Penalty: 3918.345215
	Iteration 2Q: 3 clusters Score -1.762242e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88278 members 
Mstep: Class 2 contains 83928 members 
Entering Unmasked Estep 
Score: -17624286.000000 Penalty: 3918.345215
	Iteration 3Q: 3 clusters Score -1.762429e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89683 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -17627018.000000 Penalty: 3918.345215
	Iteration 4Q: 3 clusters Score -1.762702e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91720 members 
Mstep: Class 2 contains 80486 members 
Entering Unmasked Estep 
Score: -17630894.000000 Penalty: 3918.345215
	Iteration 5Q: 3 clusters Score -1.763089e+07 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94349 members 
Mstep: Class 2 contains 77857 members 
Entering Unmasked Estep 
Score: -17636914.000000 Penalty: 3918.345215
	Iteration 6F: 3 clusters Score -1.763691e+07 nChanged 11244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97321 members 
Mstep: Class 2 contains 74885 members 
Entering Unmasked Estep 
Score: -17645354.000000 Penalty: 3918.345215
	Iteration 7F: 3 clusters Score -1.764535e+07 nChanged 11842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99963 members 
Mstep: Class 2 contains 72243 members 
Entering Unmasked Estep 
Score: -17655430.000000 Penalty: 3918.345215
	Iteration 8F: 3 clusters Score -1.765543e+07 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101787 members 
Mstep: Class 2 contains 70419 members 
Entering Unmasked Estep 
Score: -17662532.000000 Penalty: 3918.345215
	Iteration 9F: 3 clusters Score -1.766253e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102851 members 
Mstep: Class 2 contains 69355 members 
Entering Unmasked Estep 
Score: -17665316.000000 Penalty: 3918.345215
	Iteration 10Q: 3 clusters Score -1.766532e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103565 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -17666886.000000 Penalty: 3918.345215
	Iteration 11Q: 3 clusters Score -1.766689e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104099 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
Score: -17667996.000000 Penalty: 3918.345215
	Iteration 12Q: 3 clusters Score -1.7668e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104491 members 
Mstep: Class 2 contains 67715 members 
Entering Unmasked Estep 
Score: -17669000.000000 Penalty: 3918.345215
	Iteration 13Q: 3 clusters Score -1.7669e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104745 members 
Mstep: Class 2 contains 67461 members 
Entering Unmasked Estep 
Score: -17669642.000000 Penalty: 3918.345215
	Iteration 14Q: 3 clusters Score -1.766964e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104930 members 
Mstep: Class 2 contains 67276 members 
Entering Unmasked Estep 
Score: -17670290.000000 Penalty: 3918.345215
	Iteration 15Q: 3 clusters Score -1.767029e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104997 members 
Mstep: Class 2 contains 67209 members 
Entering Unmasked Estep 
Score: -17670690.000000 Penalty: 3918.345215
	Iteration 16Q: 3 clusters Score -1.767069e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104958 members 
Mstep: Class 2 contains 67248 members 
Entering Unmasked Estep 
Score: -17671014.000000 Penalty: 3918.345215
	Iteration 17Q: 3 clusters Score -1.767101e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104795 members 
Mstep: Class 2 contains 67411 members 
Entering Unmasked Estep 
Score: -17671140.000000 Penalty: 3918.345215
	Iteration 18Q: 3 clusters Score -1.767114e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104502 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -17671200.000000 Penalty: 3918.345215
	Iteration 19Q: 3 clusters Score -1.76712e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104185 members 
Mstep: Class 2 contains 68021 members 
Entering Unmasked Estep 
Score: -17671352.000000 Penalty: 3918.345215
	Iteration 20F: 3 clusters Score -1.767135e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103856 members 
Mstep: Class 2 contains 68350 members 
Entering Unmasked Estep 
Score: -17671472.000000 Penalty: 3918.345215
	Iteration 21Q: 3 clusters Score -1.767147e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103518 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -17671498.000000 Penalty: 3918.345215
	Iteration 22Q: 3 clusters Score -1.76715e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103147 members 
Mstep: Class 2 contains 69059 members 
Entering Unmasked Estep 
Score: -17671506.000000 Penalty: 3918.345215
	Iteration 23Q: 3 clusters Score -1.767151e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102746 members 
Mstep: Class 2 contains 69460 members 
Entering Unmasked Estep 
Score: -17671520.000000 Penalty: 3918.345215
	Iteration 24Q: 3 clusters Score -1.767152e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102327 members 
Mstep: Class 2 contains 69879 members 
Entering Unmasked Estep 
Score: -17671498.000000 Penalty: 3918.345215
	Iteration 25Q: 3 clusters Score -1.76715e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101917 members 
Mstep: Class 2 contains 70289 members 
Entering Unmasked Estep 
Score: -17671560.000000 Penalty: 3918.345215
	Iteration 26Q: 3 clusters Score -1.767156e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101544 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -17671614.000000 Penalty: 3918.345215
	Iteration 27Q: 3 clusters Score -1.767161e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101154 members 
Mstep: Class 2 contains 71052 members 
Entering Unmasked Estep 
Score: -17671526.000000 Penalty: 3918.345215
	Iteration 28Q: 3 clusters Score -1.767153e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100775 members 
Mstep: Class 2 contains 71431 members 
Entering Unmasked Estep 
Score: -17671516.000000 Penalty: 3918.345215
	Iteration 29Q: 3 clusters Score -1.767152e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100404 members 
Mstep: Class 2 contains 71802 members 
Entering Unmasked Estep 
Score: -17671542.000000 Penalty: 3918.345215
	Iteration 30Q: 3 clusters Score -1.767154e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100035 members 
Mstep: Class 2 contains 72171 members 
Entering Unmasked Estep 
Score: -17671578.000000 Penalty: 3918.345215
	Iteration 31Q: 3 clusters Score -1.767158e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99666 members 
Mstep: Class 2 contains 72540 members 
Entering Unmasked Estep 
Score: -17671548.000000 Penalty: 3918.345215
	Iteration 32Q: 3 clusters Score -1.767155e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99312 members 
Mstep: Class 2 contains 72894 members 
Entering Unmasked Estep 
Score: -17671550.000000 Penalty: 3918.345215
	Iteration 33Q: 3 clusters Score -1.767155e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98957 members 
Mstep: Class 2 contains 73249 members 
Entering Unmasked Estep 
Score: -17671554.000000 Penalty: 3918.345215
	Iteration 34Q: 3 clusters Score -1.767155e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98619 members 
Mstep: Class 2 contains 73587 members 
Entering Unmasked Estep 
Score: -17671552.000000 Penalty: 3918.345215
	Iteration 35Q: 3 clusters Score -1.767155e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98299 members 
Mstep: Class 2 contains 73907 members 
Entering Unmasked Estep 
Score: -17671532.000000 Penalty: 3918.345215
	Iteration 36Q: 3 clusters Score -1.767153e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98000 members 
Mstep: Class 2 contains 74206 members 
Entering Unmasked Estep 
Score: -17671494.000000 Penalty: 3918.345215
	Iteration 37Q: 3 clusters Score -1.767149e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97702 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
Score: -17671486.000000 Penalty: 3918.345215
	Iteration 38Q: 3 clusters Score -1.767149e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97401 members 
Mstep: Class 2 contains 74805 members 
Entering Unmasked Estep 
Score: -17671546.000000 Penalty: 3918.345215
	Iteration 39Q: 3 clusters Score -1.767155e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97095 members 
Mstep: Class 2 contains 75111 members 
Entering Unmasked Estep 
Score: -17671500.000000 Penalty: 3918.345215
	Iteration 40F: 3 clusters Score -1.76715e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96764 members 
Mstep: Class 2 contains 75442 members 
Entering Unmasked Estep 
Score: -17671494.000000 Penalty: 3918.345215
	Iteration 41Q: 3 clusters Score -1.767149e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96427 members 
Mstep: Class 2 contains 75779 members 
Entering Unmasked Estep 
Score: -17671532.000000 Penalty: 3918.345215
	Iteration 42Q: 3 clusters Score -1.767153e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96082 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -17671560.000000 Penalty: 3918.345215
	Iteration 43Q: 3 clusters Score -1.767156e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95718 members 
Mstep: Class 2 contains 76488 members 
Entering Unmasked Estep 
Score: -17671546.000000 Penalty: 3918.345215
	Iteration 44Q: 3 clusters Score -1.767155e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95377 members 
Mstep: Class 2 contains 76829 members 
Entering Unmasked Estep 
Score: -17671556.000000 Penalty: 3918.345215
	Iteration 45Q: 3 clusters Score -1.767156e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95021 members 
Mstep: Class 2 contains 77185 members 
Entering Unmasked Estep 
Score: -17671516.000000 Penalty: 3918.345215
	Iteration 46Q: 3 clusters Score -1.767152e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94653 members 
Mstep: Class 2 contains 77553 members 
Entering Unmasked Estep 
Score: -17671504.000000 Penalty: 3918.345215
	Iteration 47Q: 3 clusters Score -1.76715e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 77891 members 
Entering Unmasked Estep 
Score: -17671516.000000 Penalty: 3918.345215
	Iteration 48Q: 3 clusters Score -1.767152e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93965 members 
Mstep: Class 2 contains 78241 members 
Entering Unmasked Estep 
Score: -17671512.000000 Penalty: 3918.345215
	Iteration 49Q: 3 clusters Score -1.767151e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93596 members 
Mstep: Class 2 contains 78610 members 
Entering Unmasked Estep 
Score: -17671516.000000 Penalty: 3918.345215
	Iteration 50Q: 3 clusters Score -1.767152e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93215 members 
Mstep: Class 2 contains 78991 members 
Entering Unmasked Estep 
Score: -17671550.000000 Penalty: 3918.345215
	Iteration 51Q: 3 clusters Score -1.767155e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92775 members 
Mstep: Class 2 contains 79431 members 
Entering Unmasked Estep 
Score: -17671588.000000 Penalty: 3918.345215
	Iteration 52Q: 3 clusters Score -1.767159e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92311 members 
Mstep: Class 2 contains 79895 members 
Entering Unmasked Estep 
Score: -17671570.000000 Penalty: 3918.345215
	Iteration 53Q: 3 clusters Score -1.767157e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91862 members 
Mstep: Class 2 contains 80344 members 
Entering Unmasked Estep 
Score: -17671588.000000 Penalty: 3918.345215
	Iteration 54Q: 3 clusters Score -1.767159e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 80776 members 
Entering Unmasked Estep 
Score: -17671578.000000 Penalty: 3918.345215
	Iteration 55Q: 3 clusters Score -1.767158e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90959 members 
Mstep: Class 2 contains 81247 members 
Entering Unmasked Estep 
Score: -17671598.000000 Penalty: 3918.345215
	Iteration 56Q: 3 clusters Score -1.76716e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90509 members 
Mstep: Class 2 contains 81697 members 
Entering Unmasked Estep 
Score: -17671640.000000 Penalty: 3918.345215
	Iteration 57Q: 3 clusters Score -1.767164e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90019 members 
Mstep: Class 2 contains 82187 members 
Entering Unmasked Estep 
Score: -17671654.000000 Penalty: 3918.345215
	Iteration 58Q: 3 clusters Score -1.767165e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89536 members 
Mstep: Class 2 contains 82670 members 
Entering Unmasked Estep 
Score: -17671624.000000 Penalty: 3918.345215
	Iteration 59Q: 3 clusters Score -1.767162e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89038 members 
Mstep: Class 2 contains 83168 members 
Entering Unmasked Estep 
Score: -17671640.000000 Penalty: 3918.345215
	Iteration 60F: 3 clusters Score -1.767164e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88595 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -17671624.000000 Penalty: 3918.345215
	Iteration 61Q: 3 clusters Score -1.767162e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88143 members 
Mstep: Class 2 contains 84063 members 
Entering Unmasked Estep 
Score: -17671590.000000 Penalty: 3918.345215
	Iteration 62Q: 3 clusters Score -1.767159e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87679 members 
Mstep: Class 2 contains 84527 members 
Entering Unmasked Estep 
Score: -17671566.000000 Penalty: 3918.345215
	Iteration 63Q: 3 clusters Score -1.767157e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87198 members 
Mstep: Class 2 contains 85008 members 
Entering Unmasked Estep 
Score: -17671592.000000 Penalty: 3918.345215
	Iteration 64Q: 3 clusters Score -1.767159e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86721 members 
Mstep: Class 2 contains 85485 members 
Entering Unmasked Estep 
Score: -17671618.000000 Penalty: 3918.345215
	Iteration 65Q: 3 clusters Score -1.767162e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 86001 members 
Entering Unmasked Estep 
Score: -17671642.000000 Penalty: 3918.345215
	Iteration 66Q: 3 clusters Score -1.767164e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85705 members 
Mstep: Class 2 contains 86501 members 
Entering Unmasked Estep 
Score: -17671630.000000 Penalty: 3918.345215
	Iteration 67Q: 3 clusters Score -1.767163e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85203 members 
Mstep: Class 2 contains 87003 members 
Entering Unmasked Estep 
Score: -17671610.000000 Penalty: 3918.345215
	Iteration 68Q: 3 clusters Score -1.767161e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84709 members 
Mstep: Class 2 contains 87497 members 
Entering Unmasked Estep 
Score: -17671606.000000 Penalty: 3918.345215
	Iteration 69Q: 3 clusters Score -1.767161e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84184 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -17671646.000000 Penalty: 3918.345215
	Iteration 70Q: 3 clusters Score -1.767165e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83654 members 
Mstep: Class 2 contains 88552 members 
Entering Unmasked Estep 
Score: -17671686.000000 Penalty: 3918.345215
	Iteration 71Q: 3 clusters Score -1.767169e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83106 members 
Mstep: Class 2 contains 89100 members 
Entering Unmasked Estep 
Score: -17671726.000000 Penalty: 3918.345215
	Iteration 72Q: 3 clusters Score -1.767173e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82557 members 
Mstep: Class 2 contains 89649 members 
Entering Unmasked Estep 
Score: -17671714.000000 Penalty: 3918.345215
	Iteration 73Q: 3 clusters Score -1.767171e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82027 members 
Mstep: Class 2 contains 90179 members 
Entering Unmasked Estep 
Score: -17671690.000000 Penalty: 3918.345215
	Iteration 74Q: 3 clusters Score -1.767169e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81495 members 
Mstep: Class 2 contains 90711 members 
Entering Unmasked Estep 
Score: -17671736.000000 Penalty: 3918.345215
	Iteration 75Q: 3 clusters Score -1.767174e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80941 members 
Mstep: Class 2 contains 91265 members 
Entering Unmasked Estep 
Score: -17671756.000000 Penalty: 3918.345215
	Iteration 76Q: 3 clusters Score -1.767176e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80368 members 
Mstep: Class 2 contains 91838 members 
Entering Unmasked Estep 
Score: -17671750.000000 Penalty: 3918.345215
	Iteration 77Q: 3 clusters Score -1.767175e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79774 members 
Mstep: Class 2 contains 92432 members 
Entering Unmasked Estep 
Score: -17671790.000000 Penalty: 3918.345215
	Iteration 78Q: 3 clusters Score -1.767179e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79131 members 
Mstep: Class 2 contains 93075 members 
Entering Unmasked Estep 
Score: -17671724.000000 Penalty: 3918.345215
	Iteration 79Q: 3 clusters Score -1.767172e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78428 members 
Mstep: Class 2 contains 93778 members 
Entering Unmasked Estep 
Score: -17671750.000000 Penalty: 3918.345215
	Iteration 80F: 3 clusters Score -1.767175e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77721 members 
Mstep: Class 2 contains 94485 members 
Entering Unmasked Estep 
Score: -17671746.000000 Penalty: 3918.345215
	Iteration 81Q: 3 clusters Score -1.767175e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 95209 members 
Entering Unmasked Estep 
Score: -17671744.000000 Penalty: 3918.345215
	Iteration 82Q: 3 clusters Score -1.767174e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76216 members 
Mstep: Class 2 contains 95990 members 
Entering Unmasked Estep 
Score: -17671738.000000 Penalty: 3918.345215
	Iteration 83Q: 3 clusters Score -1.767174e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75418 members 
Mstep: Class 2 contains 96788 members 
Entering Unmasked Estep 
Score: -17671764.000000 Penalty: 3918.345215
	Iteration 84Q: 3 clusters Score -1.767176e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 97612 members 
Entering Unmasked Estep 
Score: -17671824.000000 Penalty: 3918.345215
	Iteration 85Q: 3 clusters Score -1.767182e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73706 members 
Mstep: Class 2 contains 98500 members 
Entering Unmasked Estep 
Score: -17671856.000000 Penalty: 3918.345215
	Iteration 86Q: 3 clusters Score -1.767186e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72738 members 
Mstep: Class 2 contains 99468 members 
Entering Unmasked Estep 
Score: -17671828.000000 Penalty: 3918.345215
	Iteration 87Q: 3 clusters Score -1.767183e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71784 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
Score: -17671774.000000 Penalty: 3918.345215
	Iteration 88Q: 3 clusters Score -1.767177e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70771 members 
Mstep: Class 2 contains 101435 members 
Entering Unmasked Estep 
Score: -17671812.000000 Penalty: 3918.345215
	Iteration 89Q: 3 clusters Score -1.767181e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69737 members 
Mstep: Class 2 contains 102469 members 
Entering Unmasked Estep 
Score: -17671858.000000 Penalty: 3918.345215
	Iteration 90Q: 3 clusters Score -1.767186e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68623 members 
Mstep: Class 2 contains 103583 members 
Entering Unmasked Estep 
Score: -17671812.000000 Penalty: 3918.345215
	Iteration 91Q: 3 clusters Score -1.767181e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67481 members 
Mstep: Class 2 contains 104725 members 
Entering Unmasked Estep 
Score: -17671850.000000 Penalty: 3918.345215
	Iteration 92Q: 3 clusters Score -1.767185e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66352 members 
Mstep: Class 2 contains 105854 members 
Entering Unmasked Estep 
Score: -17671880.000000 Penalty: 3918.345215
	Iteration 93Q: 3 clusters Score -1.767188e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65196 members 
Mstep: Class 2 contains 107010 members 
Entering Unmasked Estep 
Score: -17671836.000000 Penalty: 3918.345215
	Iteration 94Q: 3 clusters Score -1.767184e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64036 members 
Mstep: Class 2 contains 108170 members 
Entering Unmasked Estep 
Score: -17671906.000000 Penalty: 3918.345215
	Iteration 95Q: 3 clusters Score -1.767191e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62872 members 
Mstep: Class 2 contains 109334 members 
Entering Unmasked Estep 
Score: -17671978.000000 Penalty: 3918.345215
	Iteration 96Q: 3 clusters Score -1.767198e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61678 members 
Mstep: Class 2 contains 110528 members 
Entering Unmasked Estep 
Score: -17672048.000000 Penalty: 3918.345215
	Iteration 97Q: 3 clusters Score -1.767205e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60583 members 
Mstep: Class 2 contains 111623 members 
Entering Unmasked Estep 
Score: -17671982.000000 Penalty: 3918.345215
	Iteration 98Q: 3 clusters Score -1.767198e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 112703 members 
Entering Unmasked Estep 
Score: -17671964.000000 Penalty: 3918.345215
	Iteration 99Q: 3 clusters Score -1.767196e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 113784 members 
Entering Unmasked Estep 
Score: -17671998.000000 Penalty: 3918.345215
	Iteration 100F: 3 clusters Score -1.7672e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 114891 members 
Entering Unmasked Estep 
Score: -17672014.000000 Penalty: 3918.345215
	Iteration 101Q: 3 clusters Score -1.767201e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 116050 members 
Entering Unmasked Estep 
Score: -17672130.000000 Penalty: 3918.345215
	Iteration 102Q: 3 clusters Score -1.767213e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 117171 members 
Entering Unmasked Estep 
Score: -17672108.000000 Penalty: 3918.345215
	Iteration 103Q: 3 clusters Score -1.767211e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 118252 members 
Entering Unmasked Estep 
Score: -17672100.000000 Penalty: 3918.345215
	Iteration 104Q: 3 clusters Score -1.76721e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 119330 members 
Entering Unmasked Estep 
Score: -17672134.000000 Penalty: 3918.345215
	Iteration 105Q: 3 clusters Score -1.767213e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 120449 members 
Entering Unmasked Estep 
Score: -17672202.000000 Penalty: 3918.345215
	Iteration 106Q: 3 clusters Score -1.76722e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 121599 members 
Entering Unmasked Estep 
Score: -17672252.000000 Penalty: 3918.345215
	Iteration 107Q: 3 clusters Score -1.767225e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 122745 members 
Entering Unmasked Estep 
Score: -17672246.000000 Penalty: 3918.345215
	Iteration 108Q: 3 clusters Score -1.767225e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 123896 members 
Entering Unmasked Estep 
Score: -17672296.000000 Penalty: 3918.345215
	Iteration 109Q: 3 clusters Score -1.76723e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 125023 members 
Entering Unmasked Estep 
Score: -17672298.000000 Penalty: 3918.345215
	Iteration 110Q: 3 clusters Score -1.76723e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 126154 members 
Entering Unmasked Estep 
Score: -17672246.000000 Penalty: 3918.345215
	Iteration 111Q: 3 clusters Score -1.767225e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 127324 members 
Entering Unmasked Estep 
Score: -17672338.000000 Penalty: 3918.345215
	Iteration 112Q: 3 clusters Score -1.767234e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 128430 members 
Entering Unmasked Estep 
Score: -17672372.000000 Penalty: 3918.345215
	Iteration 113Q: 3 clusters Score -1.767237e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 129546 members 
Entering Unmasked Estep 
Score: -17672498.000000 Penalty: 3918.345215
	Iteration 114Q: 3 clusters Score -1.76725e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 130700 members 
Entering Unmasked Estep 
Score: -17672572.000000 Penalty: 3918.345215
	Iteration 115Q: 3 clusters Score -1.767257e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 131860 members 
Entering Unmasked Estep 
Score: -17672628.000000 Penalty: 3918.345215
	Iteration 116Q: 3 clusters Score -1.767263e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 132999 members 
Entering Unmasked Estep 
Score: -17672756.000000 Penalty: 3918.345215
	Iteration 117Q: 3 clusters Score -1.767276e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 134191 members 
Entering Unmasked Estep 
Score: -17672854.000000 Penalty: 3918.345215
	Iteration 118Q: 3 clusters Score -1.767285e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 135354 members 
Entering Unmasked Estep 
Score: -17672896.000000 Penalty: 3918.345215
	Iteration 119Q: 3 clusters Score -1.76729e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 136551 members 
Entering Unmasked Estep 
Score: -17673096.000000 Penalty: 3918.345215
	Iteration 120F: 3 clusters Score -1.76731e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 137804 members 
Entering Unmasked Estep 
Score: -17673224.000000 Penalty: 3918.345215
	Iteration 121Q: 3 clusters Score -1.767322e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 139091 members 
Entering Unmasked Estep 
Score: -17673402.000000 Penalty: 3918.345215
	Iteration 122Q: 3 clusters Score -1.76734e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 140402 members 
Entering Unmasked Estep 
Score: -17673542.000000 Penalty: 3918.345215
	Iteration 123Q: 3 clusters Score -1.767354e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 141700 members 
Entering Unmasked Estep 
Score: -17673676.000000 Penalty: 3918.345215
	Iteration 124Q: 3 clusters Score -1.767368e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 143071 members 
Entering Unmasked Estep 
Score: -17673816.000000 Penalty: 3918.345215
	Iteration 125Q: 3 clusters Score -1.767382e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 144431 members 
Entering Unmasked Estep 
Score: -17674040.000000 Penalty: 3918.345215
	Iteration 126Q: 3 clusters Score -1.767404e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 145813 members 
Entering Unmasked Estep 
Score: -17674162.000000 Penalty: 3918.345215
	Iteration 127Q: 3 clusters Score -1.767416e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 147165 members 
Entering Unmasked Estep 
Score: -17674244.000000 Penalty: 3918.345215
	Iteration 128Q: 3 clusters Score -1.767424e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 148477 members 
Entering Unmasked Estep 
Score: -17674438.000000 Penalty: 3918.345215
	Iteration 129Q: 3 clusters Score -1.767444e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 149712 members 
Entering Unmasked Estep 
Score: -17674544.000000 Penalty: 3918.345215
	Iteration 130Q: 3 clusters Score -1.767454e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 150938 members 
Entering Unmasked Estep 
Score: -17674770.000000 Penalty: 3918.345215
	Iteration 131Q: 3 clusters Score -1.767477e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 152131 members 
Entering Unmasked Estep 
Score: -17674876.000000 Penalty: 3918.345215
	Iteration 132Q: 3 clusters Score -1.767488e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 153323 members 
Entering Unmasked Estep 
Score: -17675026.000000 Penalty: 3918.345215
	Iteration 133Q: 3 clusters Score -1.767503e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 154478 members 
Entering Unmasked Estep 
Score: -17675148.000000 Penalty: 3918.345215
	Iteration 134Q: 3 clusters Score -1.767515e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 155679 members 
Entering Unmasked Estep 
Score: -17675314.000000 Penalty: 3918.345215
	Iteration 135Q: 3 clusters Score -1.767531e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 156855 members 
Entering Unmasked Estep 
Score: -17675512.000000 Penalty: 3918.345215
	Iteration 136Q: 3 clusters Score -1.767551e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 158031 members 
Entering Unmasked Estep 
Score: -17675740.000000 Penalty: 3918.345215
	Iteration 137Q: 3 clusters Score -1.767574e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 159128 members 
Entering Unmasked Estep 
Score: -17675802.000000 Penalty: 3918.345215
	Iteration 138Q: 3 clusters Score -1.76758e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 160175 members 
Entering Unmasked Estep 
Score: -17675908.000000 Penalty: 3918.345215
	Iteration 139Q: 3 clusters Score -1.767591e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 161143 members 
Entering Unmasked Estep 
Score: -17676026.000000 Penalty: 3918.345215
	Iteration 140F: 3 clusters Score -1.767603e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 162061 members 
Entering Unmasked Estep 
Score: -17676182.000000 Penalty: 3918.345215
	Iteration 141Q: 3 clusters Score -1.767618e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 162925 members 
Entering Unmasked Estep 
Score: -17676330.000000 Penalty: 3918.345215
	Iteration 142Q: 3 clusters Score -1.767633e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 163753 members 
Entering Unmasked Estep 
Score: -17676374.000000 Penalty: 3918.345215
	Iteration 143Q: 3 clusters Score -1.767637e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 164523 members 
Entering Unmasked Estep 
Score: -17676528.000000 Penalty: 3918.345215
	Iteration 144Q: 3 clusters Score -1.767653e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 165230 members 
Entering Unmasked Estep 
Score: -17676722.000000 Penalty: 3918.345215
	Iteration 145Q: 3 clusters Score -1.767672e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 165854 members 
Entering Unmasked Estep 
Score: -17676858.000000 Penalty: 3918.345215
	Iteration 146Q: 3 clusters Score -1.767686e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 166448 members 
Entering Unmasked Estep 
Score: -17676986.000000 Penalty: 3918.345215
	Iteration 147Q: 3 clusters Score -1.767699e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 166971 members 
Entering Unmasked Estep 
Score: -17677042.000000 Penalty: 3918.345215
	Iteration 148Q: 3 clusters Score -1.767704e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 167421 members 
Entering Unmasked Estep 
Score: -17677178.000000 Penalty: 3918.345215
	Iteration 149Q: 3 clusters Score -1.767718e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 167812 members 
Entering Unmasked Estep 
Score: -17677234.000000 Penalty: 3918.345215
	Iteration 150Q: 3 clusters Score -1.767723e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 168130 members 
Entering Unmasked Estep 
Score: -17677326.000000 Penalty: 3918.345215
	Iteration 151Q: 3 clusters Score -1.767733e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 168410 members 
Entering Unmasked Estep 
Score: -17677440.000000 Penalty: 3918.345215
	Iteration 152Q: 3 clusters Score -1.767744e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 168683 members 
Entering Unmasked Estep 
Score: -17677510.000000 Penalty: 3918.345215
	Iteration 153Q: 3 clusters Score -1.767751e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 168904 members 
Entering Unmasked Estep 
Score: -17677556.000000 Penalty: 3918.345215
	Iteration 154Q: 3 clusters Score -1.767756e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 169077 members 
Entering Unmasked Estep 
Score: -17677594.000000 Penalty: 3918.345215
	Iteration 155Q: 3 clusters Score -1.767759e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 169239 members 
Entering Unmasked Estep 
Score: -17677652.000000 Penalty: 3918.345215
	Iteration 156Q: 3 clusters Score -1.767765e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 169411 members 
Entering Unmasked Estep 
Score: -17677678.000000 Penalty: 3918.345215
	Iteration 157Q: 3 clusters Score -1.767768e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 169560 members 
Entering Unmasked Estep 
Score: -17677706.000000 Penalty: 3918.345215
	Iteration 158Q: 3 clusters Score -1.767771e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 169690 members 
Entering Unmasked Estep 
Score: -17677742.000000 Penalty: 3918.345215
	Iteration 159Q: 3 clusters Score -1.767774e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 169795 members 
Entering Unmasked Estep 
Score: -17677784.000000 Penalty: 3918.345215
	Iteration 160F: 3 clusters Score -1.767778e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 169896 members 
Entering Unmasked Estep 
Score: -17677846.000000 Penalty: 3918.345215
	Iteration 161Q: 3 clusters Score -1.767785e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 169996 members 
Entering Unmasked Estep 
Score: -17677854.000000 Penalty: 3918.345215
	Iteration 162Q: 3 clusters Score -1.767785e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 170058 members 
Entering Unmasked Estep 
Score: -17677886.000000 Penalty: 3918.345215
	Iteration 163Q: 3 clusters Score -1.767789e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 170133 members 
Entering Unmasked Estep 
Score: -17677898.000000 Penalty: 3918.345215
	Iteration 164Q: 3 clusters Score -1.76779e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 170203 members 
Entering Unmasked Estep 
Score: -17677906.000000 Penalty: 3918.345215
	Iteration 165Q: 3 clusters Score -1.767791e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 170267 members 
Entering Unmasked Estep 
Score: -17677906.000000 Penalty: 3918.345215
	Iteration 166Q: 3 clusters Score -1.767791e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 170320 members 
Entering Unmasked Estep 
Score: -17677932.000000 Penalty: 3918.345215
	Iteration 167Q: 3 clusters Score -1.767793e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 170370 members 
Entering Unmasked Estep 
Score: -17677962.000000 Penalty: 3918.345215
	Iteration 168Q: 3 clusters Score -1.767796e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 170429 members 
Entering Unmasked Estep 
Score: -17677966.000000 Penalty: 3918.345215
	Iteration 169Q: 3 clusters Score -1.767797e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 170479 members 
Entering Unmasked Estep 
Score: -17677984.000000 Penalty: 3918.345215
	Iteration 170Q: 3 clusters Score -1.767798e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 170516 members 
Entering Unmasked Estep 
Score: -17678012.000000 Penalty: 3918.345215
	Iteration 171Q: 3 clusters Score -1.767801e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 170556 members 
Entering Unmasked Estep 
Score: -17678010.000000 Penalty: 3918.345215
	Iteration 172Q: 3 clusters Score -1.767801e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 170588 members 
Entering Unmasked Estep 
Score: -17678018.000000 Penalty: 3918.345215
	Iteration 173Q: 3 clusters Score -1.767802e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 170620 members 
Entering Unmasked Estep 
Score: -17678040.000000 Penalty: 3918.345215
	Iteration 174Q: 3 clusters Score -1.767804e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 170646 members 
Entering Unmasked Estep 
Score: -17678052.000000 Penalty: 3918.345215
	Iteration 175Q: 3 clusters Score -1.767805e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 170668 members 
Entering Unmasked Estep 
Score: -17678046.000000 Penalty: 3918.345215
	Iteration 176Q: 3 clusters Score -1.767805e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 170692 members 
Entering Unmasked Estep 
Score: -17678054.000000 Penalty: 3918.345215
	Iteration 177Q: 3 clusters Score -1.767805e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 170716 members 
Entering Unmasked Estep 
Score: -17678058.000000 Penalty: 3918.345215
	Iteration 178Q: 3 clusters Score -1.767806e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 170732 members 
Entering Unmasked Estep 
Score: -17678052.000000 Penalty: 3918.345215
	Iteration 179Q: 3 clusters Score -1.767805e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 170750 members 
Entering Unmasked Estep 
Score: -17678064.000000 Penalty: 3918.345215
	Iteration 180F: 3 clusters Score -1.767806e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 170771 members 
Entering Unmasked Estep 
Score: -17678084.000000 Penalty: 3918.345215
	Iteration 181Q: 3 clusters Score -1.767808e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 170785 members 
Entering Unmasked Estep 
Score: -17678078.000000 Penalty: 3918.345215
	Iteration 182Q: 3 clusters Score -1.767808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 170796 members 
Entering Unmasked Estep 
Score: -17678076.000000 Penalty: 3918.345215
	Iteration 183Q: 3 clusters Score -1.767808e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 170805 members 
Entering Unmasked Estep 
Score: -17678098.000000 Penalty: 3918.345215
	Iteration 184Q: 3 clusters Score -1.76781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 170810 members 
Entering Unmasked Estep 
Score: -17678100.000000 Penalty: 3918.345215
	Iteration 185Q: 3 clusters Score -1.76781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 170815 members 
Entering Unmasked Estep 
Score: -17678106.000000 Penalty: 3918.345215
	Iteration 186Q: 3 clusters Score -1.767811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 170817 members 
Entering Unmasked Estep 
Score: -17678110.000000 Penalty: 3918.345215
	Iteration 187Q: 3 clusters Score -1.767811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 170822 members 
Entering Unmasked Estep 
Score: -17678108.000000 Penalty: 3918.345215
	Iteration 188Q: 3 clusters Score -1.767811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 170824 members 
Entering Unmasked Estep 
Score: -17678100.000000 Penalty: 3918.345215
	Iteration 189Q: 3 clusters Score -1.76781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 170826 members 
Entering Unmasked Estep 
Score: -17678102.000000 Penalty: 3918.345215
	Iteration 190Q: 3 clusters Score -1.76781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 170826 members 
Entering Unmasked Estep 
Score: -17678098.000000 Penalty: 3918.345215
	Iteration 191Q: 3 clusters Score -1.76781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 170828 members 
Entering Unmasked Estep 
Score: -17678102.000000 Penalty: 3918.345215
	Iteration 192Q: 3 clusters Score -1.76781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 170830 members 
Entering Unmasked Estep 
Score: -17678098.000000 Penalty: 3918.345215
	Iteration 193Q: 3 clusters Score -1.76781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 170831 members 
Entering Unmasked Estep 
Score: -17678090.000000 Penalty: 3918.345215
	Iteration 194Q: 3 clusters Score -1.767809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 170831 members 
Entering Unmasked Estep 
Score: -17678090.000000 Penalty: 3918.345215
	Iteration 195F: 3 clusters Score -1.767809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3528 members 
Mstep: Class 5 contains 146650 members 
Mstep: Class 6 contains 82271 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 141337 members 
Mstep: Class 11 contains 172780 members 
Mstep: Class 12 contains 15007 members 
Mstep: Class 13 contains 160866 members 
Mstep: Class 14 contains 116976 members 
Mstep: Class 15 contains 14782 members 
Mstep: Class 16 contains 20326 members 
Mstep: Class 17 contains 52573 members 
Mstep: Class 18 contains 15428 members 
Mstep: Class 19 contains 157527 members 
Mstep: Class 20 contains 6561 members 
Mstep: Class 22 contains 172206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958592.000000 Penalty: 41147.996094
Iteration 199Q: 19 clusters Score -1.279586e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3528 members 
Mstep: Class 5 contains 146657 members 
Mstep: Class 6 contains 82289 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 141348 members 
Mstep: Class 11 contains 172779 members 
Mstep: Class 12 contains 15008 members 
Mstep: Class 13 contains 160879 members 
Mstep: Class 14 contains 116980 members 
Mstep: Class 15 contains 14780 members 
Mstep: Class 16 contains 20320 members 
Mstep: Class 17 contains 52574 members 
Mstep: Class 18 contains 15370 members 
Mstep: Class 19 contains 157541 members 
Mstep: Class 20 contains 6561 members 
Mstep: Class 22 contains 172204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958472.000000 Penalty: 41147.996094
Iteration 200F: 19 clusters Score -1.279585e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3526 members 
Mstep: Class 5 contains 146657 members 
Mstep: Class 6 contains 82338 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 141361 members 
Mstep: Class 11 contains 172772 members 
Mstep: Class 12 contains 15010 members 
Mstep: Class 13 contains 160883 members 
Mstep: Class 14 contains 116981 members 
Mstep: Class 15 contains 14773 members 
Mstep: Class 16 contains 20317 members 
Mstep: Class 17 contains 52575 members 
Mstep: Class 18 contains 15317 members 
Mstep: Class 19 contains 157549 members 
Mstep: Class 20 contains 6561 members 
Mstep: Class 22 contains 172198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958464.000000 Penalty: 41147.996094
Iteration 201Q: 19 clusters Score -1.279585e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 3524 members 
Mstep: Class 5 contains 146651 members 
Mstep: Class 6 contains 82368 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 141385 members 
Mstep: Class 11 contains 172777 members 
Mstep: Class 12 contains 15006 members 
Mstep: Class 13 contains 160896 members 
Mstep: Class 14 contains 116987 members 
Mstep: Class 15 contains 14765 members 
Mstep: Class 16 contains 20312 members 
Mstep: Class 17 contains 52576 members 
Mstep: Class 18 contains 15268 members 
Mstep: Class 19 contains 157554 members 
Mstep: Class 20 contains 6561 members 
Mstep: Class 22 contains 172187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958448.000000 Penalty: 41147.996094
Iteration 202Q: 19 clusters Score -1.279584e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 3523 members 
Mstep: Class 5 contains 146650 members 
Mstep: Class 6 contains 82399 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 141397 members 
Mstep: Class 11 contains 172777 members 
Mstep: Class 12 contains 15003 members 
Mstep: Class 13 contains 160918 members 
Mstep: Class 14 contains 116992 members 
Mstep: Class 15 contains 14755 members 
Mstep: Class 16 contains 20306 members 
Mstep: Class 17 contains 52576 members 
Mstep: Class 18 contains 15227 members 
Mstep: Class 19 contains 157560 members 
Mstep: Class 20 contains 6561 members 
Mstep: Class 22 contains 172173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958592.000000 Penalty: 41147.996094
Iteration 203Q: 19 clusters Score -1.279586e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 5 contains 146655 members 
Mstep: Class 6 contains 82435 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 141409 members 
Mstep: Class 11 contains 172777 members 
Mstep: Class 12 contains 14998 members 
Mstep: Class 13 contains 160945 members 
Mstep: Class 14 contains 116986 members 
Mstep: Class 15 contains 14742 members 
Mstep: Class 16 contains 20293 members 
Mstep: Class 17 contains 52580 members 
Mstep: Class 18 contains 15181 members 
Mstep: Class 19 contains 157558 members 
Mstep: Class 20 contains 6561 members 
Mstep: Class 22 contains 172174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958560.000000 Penalty: 41147.996094
Iteration 204Q: 19 clusters Score -1.279586e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 5 contains 146662 members 
Mstep: Class 6 contains 82457 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 141403 members 
Mstep: Class 11 contains 172790 members 
Mstep: Class 12 contains 14994 members 
Mstep: Class 13 contains 160984 members 
Mstep: Class 14 contains 116990 members 
Mstep: Class 15 contains 14731 members 
Mstep: Class 16 contains 20283 members 
Mstep: Class 17 contains 52576 members 
Mstep: Class 18 contains 15134 members 
Mstep: Class 19 contains 157562 members 
Mstep: Class 20 contains 6561 members 
Mstep: Class 22 contains 172167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958536.000000 Penalty: 41147.996094
Iteration 205Q: 19 clusters Score -1.279585e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 5 contains 146663 members 
Mstep: Class 6 contains 82469 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 141410 members 
Mstep: Class 11 contains 172799 members 
Mstep: Class 12 contains 14995 members 
Mstep: Class 13 contains 160997 members 
Mstep: Class 14 contains 116989 members 
Mstep: Class 15 contains 14726 members 
Mstep: Class 16 contains 20275 members 
Mstep: Class 17 contains 52569 members 
Mstep: Class 18 contains 15094 members 
Mstep: Class 19 contains 157581 members 
Mstep: Class 20 contains 6561 members 
Mstep: Class 22 contains 172167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958672.000000 Penalty: 41147.996094
Iteration 206Q: 19 clusters Score -1.279587e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 5 contains 146659 members 
Mstep: Class 6 contains 82487 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 141415 members 
Mstep: Class 11 contains 172801 members 
Mstep: Class 12 contains 14993 members 
Mstep: Class 13 contains 161015 members 
Mstep: Class 14 contains 116987 members 
Mstep: Class 15 contains 14732 members 
Mstep: Class 16 contains 20261 members 
Mstep: Class 17 contains 52569 members 
Mstep: Class 18 contains 15059 members 
Mstep: Class 19 contains 157588 members 
Mstep: Class 20 contains 6561 members 
Mstep: Class 22 contains 172168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958544.000000 Penalty: 41147.996094
Iteration 207Q: 19 clusters Score -1.279585e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 3 contains 3518 members 
Mstep: Class 5 contains 146658 members 
Mstep: Class 6 contains 82482 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 141416 members 
Mstep: Class 11 contains 172810 members 
Mstep: Class 12 contains 14994 members 
Mstep: Class 13 contains 161041 members 
Mstep: Class 14 contains 116993 members 
Mstep: Class 15 contains 14733 members 
Mstep: Class 16 contains 20246 members 
Mstep: Class 17 contains 52568 members 
Mstep: Class 18 contains 15024 members 
Mstep: Class 19 contains 157595 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 22 contains 172174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958608.000000 Penalty: 41147.996094
Iteration 208Q: 19 clusters Score -1.279586e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 3 contains 3518 members 
Mstep: Class 5 contains 146660 members 
Mstep: Class 6 contains 82489 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 141407 members 
Mstep: Class 11 contains 172817 members 
Mstep: Class 12 contains 14994 members 
Mstep: Class 13 contains 161074 members 
Mstep: Class 14 contains 116993 members 
Mstep: Class 15 contains 14729 members 
Mstep: Class 16 contains 20234 members 
Mstep: Class 17 contains 52571 members 
Mstep: Class 18 contains 14987 members 
Mstep: Class 19 contains 157593 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958592.000000 Penalty: 41147.996094
Iteration 209Q: 19 clusters Score -1.279586e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 3 contains 3516 members 
Mstep: Class 5 contains 146650 members 
Mstep: Class 6 contains 82490 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 141416 members 
Mstep: Class 11 contains 172825 members 
Mstep: Class 12 contains 14996 members 
Mstep: Class 13 contains 161106 members 
Mstep: Class 14 contains 116996 members 
Mstep: Class 15 contains 14733 members 
Mstep: Class 16 contains 20218 members 
Mstep: Class 17 contains 52572 members 
Mstep: Class 18 contains 14953 members 
Mstep: Class 19 contains 157600 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958632.000000 Penalty: 41147.996094
Iteration 210Q: 19 clusters Score -1.279586e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 3 contains 3517 members 
Mstep: Class 5 contains 146640 members 
Mstep: Class 6 contains 82511 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 141425 members 
Mstep: Class 11 contains 172828 members 
Mstep: Class 12 contains 14999 members 
Mstep: Class 13 contains 161123 members 
Mstep: Class 14 contains 117005 members 
Mstep: Class 15 contains 14741 members 
Mstep: Class 16 contains 20198 members 
Mstep: Class 17 contains 52577 members 
Mstep: Class 18 contains 14897 members 
Mstep: Class 19 contains 157604 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958576.000000 Penalty: 41147.996094
Iteration 211Q: 19 clusters Score -1.279586e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 3 contains 3515 members 
Mstep: Class 5 contains 146645 members 
Mstep: Class 6 contains 82529 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 141437 members 
Mstep: Class 11 contains 172822 members 
Mstep: Class 12 contains 15002 members 
Mstep: Class 13 contains 161123 members 
Mstep: Class 14 contains 117016 members 
Mstep: Class 15 contains 14746 members 
Mstep: Class 16 contains 20183 members 
Mstep: Class 17 contains 52582 members 
Mstep: Class 18 contains 14854 members 
Mstep: Class 19 contains 157607 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958512.000000 Penalty: 41147.996094
Iteration 212Q: 19 clusters Score -1.279585e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 3 contains 3513 members 
Mstep: Class 5 contains 146647 members 
Mstep: Class 6 contains 82544 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 141447 members 
Mstep: Class 11 contains 172828 members 
Mstep: Class 12 contains 15006 members 
Mstep: Class 13 contains 161115 members 
Mstep: Class 14 contains 117028 members 
Mstep: Class 15 contains 14761 members 
Mstep: Class 16 contains 20164 members 
Mstep: Class 17 contains 52584 members 
Mstep: Class 18 contains 14823 members 
Mstep: Class 19 contains 157603 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958528.000000 Penalty: 41147.996094
Iteration 213Q: 19 clusters Score -1.279585e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 3 contains 3513 members 
Mstep: Class 5 contains 146650 members 
Mstep: Class 6 contains 82538 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 141464 members 
Mstep: Class 11 contains 172836 members 
Mstep: Class 12 contains 15009 members 
Mstep: Class 13 contains 161114 members 
Mstep: Class 14 contains 117044 members 
Mstep: Class 15 contains 14767 members 
Mstep: Class 16 contains 20147 members 
Mstep: Class 17 contains 52582 members 
Mstep: Class 18 contains 14800 members 
Mstep: Class 19 contains 157595 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958392.000000 Penalty: 41147.996094
Iteration 214Q: 19 clusters Score -1.279584e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 3 contains 3512 members 
Mstep: Class 5 contains 146664 members 
Mstep: Class 6 contains 82547 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 141471 members 
Mstep: Class 11 contains 172836 members 
Mstep: Class 12 contains 15013 members 
Mstep: Class 13 contains 161102 members 
Mstep: Class 14 contains 117053 members 
Mstep: Class 15 contains 14777 members 
Mstep: Class 16 contains 20134 members 
Mstep: Class 17 contains 52584 members 
Mstep: Class 18 contains 14780 members 
Mstep: Class 19 contains 157581 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958368.000000 Penalty: 41147.996094
Iteration 215Q: 19 clusters Score -1.279584e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 3 contains 3513 members 
Mstep: Class 5 contains 146681 members 
Mstep: Class 6 contains 82547 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 141485 members 
Mstep: Class 11 contains 172838 members 
Mstep: Class 12 contains 15014 members 
Mstep: Class 13 contains 161100 members 
Mstep: Class 14 contains 117059 members 
Mstep: Class 15 contains 14779 members 
Mstep: Class 16 contains 20123 members 
Mstep: Class 17 contains 52581 members 
Mstep: Class 18 contains 14757 members 
Mstep: Class 19 contains 157577 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958408.000000 Penalty: 41147.996094
Iteration 216Q: 19 clusters Score -1.279584e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 3 contains 3513 members 
Mstep: Class 5 contains 146702 members 
Mstep: Class 6 contains 82550 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 141506 members 
Mstep: Class 11 contains 172832 members 
Mstep: Class 12 contains 15013 members 
Mstep: Class 13 contains 161100 members 
Mstep: Class 14 contains 117068 members 
Mstep: Class 15 contains 14767 members 
Mstep: Class 16 contains 20120 members 
Mstep: Class 17 contains 52580 members 
Mstep: Class 18 contains 14728 members 
Mstep: Class 19 contains 157579 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958312.000000 Penalty: 41147.996094
Iteration 217Q: 19 clusters Score -1.279583e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 3 contains 3513 members 
Mstep: Class 5 contains 146716 members 
Mstep: Class 6 contains 82557 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 8 contains 4336 members 
Mstep: Class 9 contains 141516 members 
Mstep: Class 11 contains 172828 members 
Mstep: Class 12 contains 15012 members 
Mstep: Class 13 contains 161114 members 
Mstep: Class 14 contains 117081 members 
Mstep: Class 15 contains 14758 members 
Mstep: Class 16 contains 20111 members 
Mstep: Class 17 contains 52581 members 
Mstep: Class 18 contains 14696 members 
Mstep: Class 19 contains 157582 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958200.000000 Penalty: 41147.996094
Iteration 218Q: 19 clusters Score -1.279582e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 3513 members 
Mstep: Class 5 contains 146735 members 
Mstep: Class 6 contains 82558 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 8 contains 4335 members 
Mstep: Class 9 contains 141533 members 
Mstep: Class 11 contains 172822 members 
Mstep: Class 12 contains 15010 members 
Mstep: Class 13 contains 161123 members 
Mstep: Class 14 contains 117092 members 
Mstep: Class 15 contains 14740 members 
Mstep: Class 16 contains 20111 members 
Mstep: Class 17 contains 52585 members 
Mstep: Class 18 contains 14661 members 
Mstep: Class 19 contains 157590 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958208.000000 Penalty: 41147.996094
Iteration 219Q: 19 clusters Score -1.279582e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3511 members 
Mstep: Class 5 contains 146746 members 
Mstep: Class 6 contains 82562 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 8 contains 4335 members 
Mstep: Class 9 contains 141558 members 
Mstep: Class 11 contains 172825 members 
Mstep: Class 12 contains 15008 members 
Mstep: Class 13 contains 161115 members 
Mstep: Class 14 contains 117103 members 
Mstep: Class 15 contains 14735 members 
Mstep: Class 16 contains 20106 members 
Mstep: Class 17 contains 52585 members 
Mstep: Class 18 contains 14625 members 
Mstep: Class 19 contains 157599 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 172188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958344.000000 Penalty: 41147.996094
Iteration 220F: 19 clusters Score -1.279583e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3510 members 
Mstep: Class 5 contains 146747 members 
Mstep: Class 6 contains 82573 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 8 contains 4336 members 
Mstep: Class 9 contains 141588 members 
Mstep: Class 11 contains 172826 members 
Mstep: Class 12 contains 15007 members 
Mstep: Class 13 contains 161106 members 
Mstep: Class 14 contains 117105 members 
Mstep: Class 15 contains 14728 members 
Mstep: Class 16 contains 20100 members 
Mstep: Class 17 contains 52590 members 
Mstep: Class 18 contains 14594 members 
Mstep: Class 19 contains 157599 members 
Mstep: Class 20 contains 6565 members 
Mstep: Class 22 contains 172192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958416.000000 Penalty: 41147.996094
Iteration 221Q: 19 clusters Score -1.279584e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 3511 members 
Mstep: Class 5 contains 146753 members 
Mstep: Class 6 contains 82574 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 141607 members 
Mstep: Class 11 contains 172817 members 
Mstep: Class 12 contains 15007 members 
Mstep: Class 13 contains 161127 members 
Mstep: Class 14 contains 117114 members 
Mstep: Class 15 contains 14716 members 
Mstep: Class 16 contains 20089 members 
Mstep: Class 17 contains 52593 members 
Mstep: Class 18 contains 14567 members 
Mstep: Class 19 contains 157605 members 
Mstep: Class 20 contains 6566 members 
Mstep: Class 22 contains 172183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958496.000000 Penalty: 41147.996094
Iteration 222Q: 19 clusters Score -1.279585e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 3510 members 
Mstep: Class 5 contains 146770 members 
Mstep: Class 6 contains 82572 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 141616 members 
Mstep: Class 11 contains 172805 members 
Mstep: Class 12 contains 15011 members 
Mstep: Class 13 contains 161136 members 
Mstep: Class 14 contains 117119 members 
Mstep: Class 15 contains 14719 members 
Mstep: Class 16 contains 20075 members 
Mstep: Class 17 contains 52594 members 
Mstep: Class 18 contains 14544 members 
Mstep: Class 19 contains 157610 members 
Mstep: Class 20 contains 6567 members 
Mstep: Class 22 contains 172181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958392.000000 Penalty: 41147.996094
Iteration 223Q: 19 clusters Score -1.279584e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 3509 members 
Mstep: Class 5 contains 146783 members 
Mstep: Class 6 contains 82569 members 
Mstep: Class 7 contains 1687 members 
Mstep: Class 8 contains 4337 members 
Mstep: Class 9 contains 141626 members 
Mstep: Class 11 contains 172791 members 
Mstep: Class 12 contains 15015 members 
Mstep: Class 13 contains 161145 members 
Mstep: Class 14 contains 117130 members 
Mstep: Class 15 contains 14718 members 
Mstep: Class 16 contains 20070 members 
Mstep: Class 17 contains 52600 members 
Mstep: Class 18 contains 14516 members 
Mstep: Class 19 contains 157613 members 
Mstep: Class 20 contains 6567 members 
Mstep: Class 22 contains 172180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958312.000000 Penalty: 41147.996094
Iteration 224Q: 19 clusters Score -1.279583e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3506 members 
Mstep: Class 5 contains 146796 members 
Mstep: Class 6 contains 82584 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 8 contains 4334 members 
Mstep: Class 9 contains 141642 members 
Mstep: Class 11 contains 172783 members 
Mstep: Class 12 contains 15019 members 
Mstep: Class 13 contains 161131 members 
Mstep: Class 14 contains 117137 members 
Mstep: Class 15 contains 14722 members 
Mstep: Class 16 contains 20067 members 
Mstep: Class 17 contains 52598 members 
Mstep: Class 18 contains 14486 members 
Mstep: Class 19 contains 157621 members 
Mstep: Class 20 contains 6567 members 
Mstep: Class 22 contains 172177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958376.000000 Penalty: 41147.996094
Iteration 225Q: 19 clusters Score -1.279584e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 3504 members 
Mstep: Class 5 contains 146813 members 
Mstep: Class 6 contains 82578 members 
Mstep: Class 7 contains 1681 members 
Mstep: Class 8 contains 4330 members 
Mstep: Class 9 contains 141663 members 
Mstep: Class 11 contains 172785 members 
Mstep: Class 12 contains 15020 members 
Mstep: Class 13 contains 161116 members 
Mstep: Class 14 contains 117146 members 
Mstep: Class 15 contains 14722 members 
Mstep: Class 16 contains 20064 members 
Mstep: Class 17 contains 52598 members 
Mstep: Class 18 contains 14465 members 
Mstep: Class 19 contains 157628 members 
Mstep: Class 20 contains 6567 members 
Mstep: Class 22 contains 172176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958304.000000 Penalty: 41147.996094
Iteration 226Q: 19 clusters Score -1.279583e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 3501 members 
Mstep: Class 5 contains 146824 members 
Mstep: Class 6 contains 82581 members 
Mstep: Class 7 contains 1678 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 141679 members 
Mstep: Class 11 contains 172787 members 
Mstep: Class 12 contains 15022 members 
Mstep: Class 13 contains 161107 members 
Mstep: Class 14 contains 117146 members 
Mstep: Class 15 contains 14719 members 
Mstep: Class 16 contains 20062 members 
Mstep: Class 17 contains 52596 members 
Mstep: Class 18 contains 14444 members 
Mstep: Class 19 contains 157633 members 
Mstep: Class 20 contains 6567 members 
Mstep: Class 22 contains 172181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958368.000000 Penalty: 41147.996094
Iteration 227Q: 19 clusters Score -1.279584e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3497 members 
Mstep: Class 5 contains 146839 members 
Mstep: Class 6 contains 82570 members 
Mstep: Class 7 contains 1676 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 141698 members 
Mstep: Class 11 contains 172786 members 
Mstep: Class 12 contains 15022 members 
Mstep: Class 13 contains 161107 members 
Mstep: Class 14 contains 117145 members 
Mstep: Class 15 contains 14709 members 
Mstep: Class 16 contains 20063 members 
Mstep: Class 17 contains 52593 members 
Mstep: Class 18 contains 14420 members 
Mstep: Class 19 contains 157648 members 
Mstep: Class 20 contains 6567 members 
Mstep: Class 22 contains 172188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958448.000000 Penalty: 41147.996094
Iteration 228Q: 19 clusters Score -1.279584e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 3 contains 3493 members 
Mstep: Class 5 contains 146848 members 
Mstep: Class 6 contains 82570 members 
Mstep: Class 7 contains 1673 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 141720 members 
Mstep: Class 11 contains 172777 members 
Mstep: Class 12 contains 15023 members 
Mstep: Class 13 contains 161093 members 
Mstep: Class 14 contains 117150 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 20061 members 
Mstep: Class 17 contains 52595 members 
Mstep: Class 18 contains 14408 members 
Mstep: Class 19 contains 157656 members 
Mstep: Class 20 contains 6567 members 
Mstep: Class 22 contains 172190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958408.000000 Penalty: 41147.996094
Iteration 229Q: 19 clusters Score -1.279584e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 3 contains 3490 members 
Mstep: Class 5 contains 146855 members 
Mstep: Class 6 contains 82575 members 
Mstep: Class 7 contains 1669 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 141738 members 
Mstep: Class 11 contains 172772 members 
Mstep: Class 12 contains 15022 members 
Mstep: Class 13 contains 161081 members 
Mstep: Class 14 contains 117150 members 
Mstep: Class 15 contains 14708 members 
Mstep: Class 16 contains 20052 members 
Mstep: Class 17 contains 52597 members 
Mstep: Class 18 contains 14390 members 
Mstep: Class 19 contains 157668 members 
Mstep: Class 20 contains 6567 members 
Mstep: Class 22 contains 172196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958432.000000 Penalty: 41147.996094
Iteration 230Q: 19 clusters Score -1.279584e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3489 members 
Mstep: Class 5 contains 146853 members 
Mstep: Class 6 contains 82586 members 
Mstep: Class 7 contains 1662 members 
Mstep: Class 8 contains 4330 members 
Mstep: Class 9 contains 141763 members 
Mstep: Class 11 contains 172770 members 
Mstep: Class 12 contains 15022 members 
Mstep: Class 13 contains 161075 members 
Mstep: Class 14 contains 117148 members 
Mstep: Class 15 contains 14708 members 
Mstep: Class 16 contains 20041 members 
Mstep: Class 17 contains 52593 members 
Mstep: Class 18 contains 14369 members 
Mstep: Class 19 contains 157683 members 
Mstep: Class 20 contains 6567 members 
Mstep: Class 22 contains 172198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958424.000000 Penalty: 41147.996094
Iteration 231Q: 19 clusters Score -1.279584e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3486 members 
Mstep: Class 5 contains 146864 members 
Mstep: Class 6 contains 82585 members 
Mstep: Class 7 contains 1659 members 
Mstep: Class 8 contains 4331 members 
Mstep: Class 9 contains 141792 members 
Mstep: Class 11 contains 172769 members 
Mstep: Class 12 contains 15021 members 
Mstep: Class 13 contains 161086 members 
Mstep: Class 14 contains 117147 members 
Mstep: Class 15 contains 14707 members 
Mstep: Class 16 contains 20031 members 
Mstep: Class 17 contains 52592 members 
Mstep: Class 18 contains 14343 members 
Mstep: Class 19 contains 157683 members 
Mstep: Class 20 contains 6567 members 
Mstep: Class 22 contains 172192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958360.000000 Penalty: 41147.996094
Iteration 232Q: 19 clusters Score -1.279584e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3485 members 
Mstep: Class 5 contains 146875 members 
Mstep: Class 6 contains 82594 members 
Mstep: Class 7 contains 1657 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 141817 members 
Mstep: Class 11 contains 172765 members 
Mstep: Class 12 contains 15015 members 
Mstep: Class 13 contains 161102 members 
Mstep: Class 14 contains 117144 members 
Mstep: Class 15 contains 14710 members 
Mstep: Class 16 contains 20025 members 
Mstep: Class 17 contains 52592 members 
Mstep: Class 18 contains 14313 members 
Mstep: Class 19 contains 157685 members 
Mstep: Class 20 contains 6566 members 
Mstep: Class 22 contains 172183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958424.000000 Penalty: 41147.996094
Iteration 233Q: 19 clusters Score -1.279584e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 3 contains 3485 members 
Mstep: Class 5 contains 146885 members 
Mstep: Class 6 contains 82583 members 
Mstep: Class 7 contains 1655 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 141844 members 
Mstep: Class 11 contains 172753 members 
Mstep: Class 12 contains 15011 members 
Mstep: Class 13 contains 161129 members 
Mstep: Class 14 contains 117146 members 
Mstep: Class 15 contains 14707 members 
Mstep: Class 16 contains 20013 members 
Mstep: Class 17 contains 52599 members 
Mstep: Class 18 contains 14294 members 
Mstep: Class 19 contains 157688 members 
Mstep: Class 20 contains 6566 members 
Mstep: Class 22 contains 172171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958504.000000 Penalty: 41147.996094
Iteration 234Q: 19 clusters Score -1.279585e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 3 contains 3483 members 
Mstep: Class 5 contains 146889 members 
Mstep: Class 6 contains 82596 members 
Mstep: Class 7 contains 1653 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 141871 members 
Mstep: Class 11 contains 172737 members 
Mstep: Class 12 contains 15011 members 
Mstep: Class 13 contains 161131 members 
Mstep: Class 14 contains 117160 members 
Mstep: Class 15 contains 14710 members 
Mstep: Class 16 contains 20010 members 
Mstep: Class 17 contains 52597 members 
Mstep: Class 18 contains 14265 members 
Mstep: Class 19 contains 157691 members 
Mstep: Class 20 contains 6566 members 
Mstep: Class 22 contains 172159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958400.000000 Penalty: 41147.996094
Iteration 235Q: 19 clusters Score -1.279584e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3480 members 
Mstep: Class 5 contains 146889 members 
Mstep: Class 6 contains 82603 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 141895 members 
Mstep: Class 11 contains 172741 members 
Mstep: Class 12 contains 15009 members 
Mstep: Class 13 contains 161150 members 
Mstep: Class 14 contains 117160 members 
Mstep: Class 15 contains 14703 members 
Mstep: Class 16 contains 20007 members 
Mstep: Class 17 contains 52599 members 
Mstep: Class 18 contains 14234 members 
Mstep: Class 19 contains 157680 members 
Mstep: Class 20 contains 6566 members 
Mstep: Class 22 contains 172161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958352.000000 Penalty: 41147.996094
Iteration 236Q: 19 clusters Score -1.279584e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 5 contains 146888 members 
Mstep: Class 6 contains 82611 members 
Mstep: Class 7 contains 1652 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 141900 members 
Mstep: Class 11 contains 172741 members 
Mstep: Class 12 contains 15009 members 
Mstep: Class 13 contains 161160 members 
Mstep: Class 14 contains 117167 members 
Mstep: Class 15 contains 14701 members 
Mstep: Class 16 contains 20002 members 
Mstep: Class 17 contains 52596 members 
Mstep: Class 18 contains 14211 members 
Mstep: Class 19 contains 157681 members 
Mstep: Class 20 contains 6566 members 
Mstep: Class 22 contains 172167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958360.000000 Penalty: 41147.996094
Iteration 237Q: 19 clusters Score -1.279584e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3475 members 
Mstep: Class 5 contains 146891 members 
Mstep: Class 6 contains 82617 members 
Mstep: Class 7 contains 1653 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 141914 members 
Mstep: Class 11 contains 172742 members 
Mstep: Class 12 contains 15006 members 
Mstep: Class 13 contains 161157 members 
Mstep: Class 14 contains 117175 members 
Mstep: Class 15 contains 14691 members 
Mstep: Class 16 contains 20004 members 
Mstep: Class 17 contains 52596 members 
Mstep: Class 18 contains 14186 members 
Mstep: Class 19 contains 157676 members 
Mstep: Class 20 contains 6567 members 
Mstep: Class 22 contains 172175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958384.000000 Penalty: 41147.996094
Iteration 238Q: 19 clusters Score -1.279584e+08 nChanged 286
Entering ConstructFrom: 
Score: -127958384.000000 Penalty: 41147.996094
Entering ConstructFrom: 
Trying to split cluster 1 (1961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Entering Unmasked Estep 
Score: -171009.359375 Penalty: 1231.946533
	Iteration 0F: 2 clusters Score -171009.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -168983.000000 Penalty: 2463.893066
	Iteration 0F: 3 clusters Score -168983 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -169675.875000 Penalty: 2463.893066
	Iteration 1F: 3 clusters Score -169675.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -169897.687500 Penalty: 2463.893066
	Iteration 2F: 3 clusters Score -169897.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -170035.484375 Penalty: 2463.893066
	Iteration 3F: 3 clusters Score -170035.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -170111.187500 Penalty: 2463.893066
	Iteration 4Q: 3 clusters Score -170111.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -170208.109375 Penalty: 2463.893066
	Iteration 5Q: 3 clusters Score -170208.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -170266.234375 Penalty: 2463.893066
	Iteration 6Q: 3 clusters Score -170266.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -170309.656250 Penalty: 2463.893066
	Iteration 7Q: 3 clusters Score -170309.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -170330.343750 Penalty: 2463.893066
	Iteration 8Q: 3 clusters Score -170330.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -170344.515625 Penalty: 2463.893066
	Iteration 9Q: 3 clusters Score -170344.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -170354.328125 Penalty: 2463.893066
	Iteration 10Q: 3 clusters Score -170354.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -170361.078125 Penalty: 2463.893066
	Iteration 11Q: 3 clusters Score -170361.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -170367.828125 Penalty: 2463.893066
	Iteration 12Q: 3 clusters Score -170367.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -170370.453125 Penalty: 2463.893066
	Iteration 13Q: 3 clusters Score -170370.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -170371.500000 Penalty: 2463.893066
	Iteration 14Q: 3 clusters Score -170371.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -170372.093750 Penalty: 2463.893066
	Iteration 15Q: 3 clusters Score -170372.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -170372.265625 Penalty: 2463.893066
	Iteration 16Q: 3 clusters Score -170372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -170372.421875 Penalty: 2463.893066
	Iteration 17Q: 3 clusters Score -170372.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -170372.421875 Penalty: 2463.893066
	Iteration 18F: 3 clusters Score -170372.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Entering Unmasked Estep 
Score: -322165.718750 Penalty: 1324.919312
	Iteration 0F: 2 clusters Score -322165.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -319187.906250 Penalty: 2649.838623
	Iteration 0F: 3 clusters Score -319187.9 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -320191.406250 Penalty: 2649.838623
	Iteration 1F: 3 clusters Score -320191.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -320538.687500 Penalty: 2649.838623
	Iteration 2F: 3 clusters Score -320538.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -320807.062500 Penalty: 2649.838623
	Iteration 3F: 3 clusters Score -320807.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -321050.625000 Penalty: 2649.838623
	Iteration 4F: 3 clusters Score -321050.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -321217.718750 Penalty: 2649.838623
	Iteration 5F: 3 clusters Score -321217.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -321360.781250 Penalty: 2649.838623
	Iteration 6Q: 3 clusters Score -321360.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -321439.468750 Penalty: 2649.838623
	Iteration 7Q: 3 clusters Score -321439.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -321484.968750 Penalty: 2649.838623
	Iteration 8Q: 3 clusters Score -321485 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -321517.625000 Penalty: 2649.838623
	Iteration 9Q: 3 clusters Score -321517.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -321539.718750 Penalty: 2649.838623
	Iteration 10Q: 3 clusters Score -321539.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -321553.093750 Penalty: 2649.838623
	Iteration 11Q: 3 clusters Score -321553.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -321565.250000 Penalty: 2649.838623
	Iteration 12Q: 3 clusters Score -321565.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -321573.812500 Penalty: 2649.838623
	Iteration 13Q: 3 clusters Score -321573.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -321581.125000 Penalty: 2649.838623
	Iteration 14Q: 3 clusters Score -321581.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -321590.343750 Penalty: 2649.838623
	Iteration 15Q: 3 clusters Score -321590.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -321596.187500 Penalty: 2649.838623
	Iteration 16Q: 3 clusters Score -321596.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -321602.750000 Penalty: 2649.838623
	Iteration 17Q: 3 clusters Score -321602.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -321604.906250 Penalty: 2649.838623
	Iteration 18Q: 3 clusters Score -321604.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -321607.343750 Penalty: 2649.838623
	Iteration 19Q: 3 clusters Score -321607.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -321609.093750 Penalty: 2649.838623
	Iteration 20F: 3 clusters Score -321609.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -321611.843750 Penalty: 2649.838623
	Iteration 21Q: 3 clusters Score -321611.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -321615.406250 Penalty: 2649.838623
	Iteration 22Q: 3 clusters Score -321615.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -321619.687500 Penalty: 2649.838623
	Iteration 23Q: 3 clusters Score -321619.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -321625.906250 Penalty: 2649.838623
	Iteration 24Q: 3 clusters Score -321625.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -321633.218750 Penalty: 2649.838623
	Iteration 25Q: 3 clusters Score -321633.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -321637.343750 Penalty: 2649.838623
	Iteration 26Q: 3 clusters Score -321637.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -321640.843750 Penalty: 2649.838623
	Iteration 27Q: 3 clusters Score -321640.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -321645.031250 Penalty: 2649.838623
	Iteration 28Q: 3 clusters Score -321645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -321648.218750 Penalty: 2649.838623
	Iteration 29Q: 3 clusters Score -321648.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -321649.125000 Penalty: 2649.838623
	Iteration 30Q: 3 clusters Score -321649.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -321653.812500 Penalty: 2649.838623
	Iteration 31Q: 3 clusters Score -321653.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -321659.156250 Penalty: 2649.838623
	Iteration 32Q: 3 clusters Score -321659.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -321660.500000 Penalty: 2649.838623
	Iteration 33Q: 3 clusters Score -321660.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -321664.156250 Penalty: 2649.838623
	Iteration 34Q: 3 clusters Score -321664.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -321666.156250 Penalty: 2649.838623
	Iteration 35Q: 3 clusters Score -321666.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -321667.000000 Penalty: 2649.838623
	Iteration 36Q: 3 clusters Score -321667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -321668.312500 Penalty: 2649.838623
	Iteration 37Q: 3 clusters Score -321668.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -321669.000000 Penalty: 2649.838623
	Iteration 38Q: 3 clusters Score -321669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -321670.156250 Penalty: 2649.838623
	Iteration 39Q: 3 clusters Score -321670.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -321670.562500 Penalty: 2649.838623
	Iteration 40F: 3 clusters Score -321670.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -321672.281250 Penalty: 2649.838623
	Iteration 41Q: 3 clusters Score -321672.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -321672.906250 Penalty: 2649.838623
	Iteration 42Q: 3 clusters Score -321672.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -321672.968750 Penalty: 2649.838623
	Iteration 43Q: 3 clusters Score -321673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -321672.968750 Penalty: 2649.838623
	Iteration 44F: 3 clusters Score -321673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (146891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146891 members 
Entering Unmasked Estep 
Score: -14928571.000000 Penalty: 1933.334961
	Iteration 0F: 2 clusters Score -1.492857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73187 members 
Mstep: Class 2 contains 73704 members 
Entering Unmasked Estep 
Score: -14830840.000000 Penalty: 3866.669922
	Iteration 0F: 3 clusters Score -1.483084e+07 nChanged 70897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66982 members 
Mstep: Class 2 contains 79909 members 
Entering Unmasked Estep 
Score: -14872446.000000 Penalty: 3866.669922
	Iteration 1F: 3 clusters Score -1.487245e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 84510 members 
Entering Unmasked Estep 
Score: -14874515.000000 Penalty: 3866.669922
	Iteration 2Q: 3 clusters Score -1.487452e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 91538 members 
Entering Unmasked Estep 
Score: -14878353.000000 Penalty: 3866.669922
	Iteration 3F: 3 clusters Score -1.487835e+07 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 101424 members 
Entering Unmasked Estep 
Score: -14884970.000000 Penalty: 3866.669922
	Iteration 4F: 3 clusters Score -1.488497e+07 nChanged 12729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 113847 members 
Entering Unmasked Estep 
Score: -14895530.000000 Penalty: 3866.669922
	Iteration 5F: 3 clusters Score -1.489553e+07 nChanged 13277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 127018 members 
Entering Unmasked Estep 
Score: -14908313.000000 Penalty: 3866.669922
	Iteration 6F: 3 clusters Score -1.490831e+07 nChanged 10412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 137396 members 
Entering Unmasked Estep 
Score: -14918752.000000 Penalty: 3866.669922
	Iteration 7F: 3 clusters Score -1.491875e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 143190 members 
Entering Unmasked Estep 
Score: -14924226.000000 Penalty: 3866.669922
	Iteration 8Q: 3 clusters Score -1.492423e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 145494 members 
Entering Unmasked Estep 
Score: -14926061.000000 Penalty: 3866.669922
	Iteration 9Q: 3 clusters Score -1.492606e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 146269 members 
Entering Unmasked Estep 
Score: -14926675.000000 Penalty: 3866.669922
	Iteration 10Q: 3 clusters Score -1.492668e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 146507 members 
Entering Unmasked Estep 
Score: -14926774.000000 Penalty: 3866.669922
	Iteration 11Q: 3 clusters Score -1.492677e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 146591 members 
Entering Unmasked Estep 
Score: -14926854.000000 Penalty: 3866.669922
	Iteration 12Q: 3 clusters Score -1.492685e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 146625 members 
Entering Unmasked Estep 
Score: -14926895.000000 Penalty: 3866.669922
	Iteration 13Q: 3 clusters Score -1.49269e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 146641 members 
Entering Unmasked Estep 
Score: -14926928.000000 Penalty: 3866.669922
	Iteration 14Q: 3 clusters Score -1.492693e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 146651 members 
Entering Unmasked Estep 
Score: -14926945.000000 Penalty: 3866.669922
	Iteration 15Q: 3 clusters Score -1.492694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 146658 members 
Entering Unmasked Estep 
Score: -14926987.000000 Penalty: 3866.669922
	Iteration 16Q: 3 clusters Score -1.492699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 146660 members 
Entering Unmasked Estep 
Score: -14926982.000000 Penalty: 3866.669922
	Iteration 17Q: 3 clusters Score -1.492698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 146665 members 
Entering Unmasked Estep 
Score: -14926976.000000 Penalty: 3866.669922
	Iteration 18Q: 3 clusters Score -1.492698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 146670 members 
Entering Unmasked Estep 
Score: -14926990.000000 Penalty: 3866.669922
	Iteration 19Q: 3 clusters Score -1.492699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 146675 members 
Entering Unmasked Estep 
Score: -14926990.000000 Penalty: 3866.669922
	Iteration 20F: 3 clusters Score -1.492699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 146676 members 
Entering Unmasked Estep 
Score: -14927000.000000 Penalty: 3866.669922
	Iteration 21Q: 3 clusters Score -1.4927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 146679 members 
Entering Unmasked Estep 
Score: -14926997.000000 Penalty: 3866.669922
	Iteration 22Q: 3 clusters Score -1.4927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 146681 members 
Entering Unmasked Estep 
Score: -14926998.000000 Penalty: 3866.669922
	Iteration 23Q: 3 clusters Score -1.4927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 146682 members 
Entering Unmasked Estep 
Score: -14927004.000000 Penalty: 3866.669922
	Iteration 24Q: 3 clusters Score -1.4927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 146683 members 
Entering Unmasked Estep 
Score: -14927003.000000 Penalty: 3866.669922
	Iteration 25Q: 3 clusters Score -1.4927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 146684 members 
Entering Unmasked Estep 
Score: -14927003.000000 Penalty: 3866.669922
	Iteration 26Q: 3 clusters Score -1.4927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 146687 members 
Entering Unmasked Estep 
Score: -14927007.000000 Penalty: 3866.669922
	Iteration 27Q: 3 clusters Score -1.492701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 146686 members 
Entering Unmasked Estep 
Score: -14927008.000000 Penalty: 3866.669922
	Iteration 28Q: 3 clusters Score -1.492701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 146685 members 
Entering Unmasked Estep 
Score: -14927006.000000 Penalty: 3866.669922
	Iteration 29Q: 3 clusters Score -1.492701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 146684 members 
Entering Unmasked Estep 
Score: -14927009.000000 Penalty: 3866.669922
	Iteration 30Q: 3 clusters Score -1.492701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 146684 members 
Entering Unmasked Estep 
Score: -14927009.000000 Penalty: 3866.669922
	Iteration 31F: 3 clusters Score -1.492701e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (82638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Entering Unmasked Estep 
Score: -8489097.000000 Penalty: 1839.861450
	Iteration 0F: 2 clusters Score -8489097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -8434370.000000 Penalty: 3679.722900
	Iteration 0F: 3 clusters Score -8434370 nChanged 39286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -8457389.000000 Penalty: 3679.722900
	Iteration 1F: 3 clusters Score -8457389 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -8458370.000000 Penalty: 3679.722900
	Iteration 2Q: 3 clusters Score -8458370 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -8459667.000000 Penalty: 3679.722900
	Iteration 3Q: 3 clusters Score -8459667 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -8461335.000000 Penalty: 3679.722900
	Iteration 4Q: 3 clusters Score -8461335 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -8463588.000000 Penalty: 3679.722900
	Iteration 5F: 3 clusters Score -8463588 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -8466449.000000 Penalty: 3679.722900
	Iteration 6F: 3 clusters Score -8466449 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -8469739.000000 Penalty: 3679.722900
	Iteration 7F: 3 clusters Score -8469739 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -8473300.000000 Penalty: 3679.722900
	Iteration 8F: 3 clusters Score -8473300 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -8475862.000000 Penalty: 3679.722900
	Iteration 9F: 3 clusters Score -8475862 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -8476953.000000 Penalty: 3679.722900
	Iteration 10Q: 3 clusters Score -8476953 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -8477363.000000 Penalty: 3679.722900
	Iteration 11Q: 3 clusters Score -8477363 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -8477566.000000 Penalty: 3679.722900
	Iteration 12Q: 3 clusters Score -8477566 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -8477726.000000 Penalty: 3679.722900
	Iteration 13Q: 3 clusters Score -8477726 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -8477866.000000 Penalty: 3679.722900
	Iteration 14Q: 3 clusters Score -8477866 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -8478061.000000 Penalty: 3679.722900
	Iteration 15Q: 3 clusters Score -8478061 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -8478239.000000 Penalty: 3679.722900
	Iteration 16Q: 3 clusters Score -8478239 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -8478400.000000 Penalty: 3679.722900
	Iteration 17Q: 3 clusters Score -8478400 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -8478635.000000 Penalty: 3679.722900
	Iteration 18Q: 3 clusters Score -8478635 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -8478863.000000 Penalty: 3679.722900
	Iteration 19Q: 3 clusters Score -8478863 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -8479083.000000 Penalty: 3679.722900
	Iteration 20F: 3 clusters Score -8479083 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -8479396.000000 Penalty: 3679.722900
	Iteration 21Q: 3 clusters Score -8479396 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
Score: -8479738.000000 Penalty: 3679.722900
	Iteration 22Q: 3 clusters Score -8479738 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 52359 members 
Entering Unmasked Estep 
Score: -8480040.000000 Penalty: 3679.722900
	Iteration 23Q: 3 clusters Score -8480040 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -8480444.000000 Penalty: 3679.722900
	Iteration 24Q: 3 clusters Score -8480444 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -8480909.000000 Penalty: 3679.722900
	Iteration 25Q: 3 clusters Score -8480909 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 54546 members 
Entering Unmasked Estep 
Score: -8481388.000000 Penalty: 3679.722900
	Iteration 26Q: 3 clusters Score -8481388 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 55251 members 
Entering Unmasked Estep 
Score: -8481835.000000 Penalty: 3679.722900
	Iteration 27Q: 3 clusters Score -8481835 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -8482233.000000 Penalty: 3679.722900
	Iteration 28Q: 3 clusters Score -8482233 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -8482617.000000 Penalty: 3679.722900
	Iteration 29Q: 3 clusters Score -8482617 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 57194 members 
Entering Unmasked Estep 
Score: -8482934.000000 Penalty: 3679.722900
	Iteration 30Q: 3 clusters Score -8482934 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -8483232.000000 Penalty: 3679.722900
	Iteration 31Q: 3 clusters Score -8483232 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 58401 members 
Entering Unmasked Estep 
Score: -8483550.000000 Penalty: 3679.722900
	Iteration 32Q: 3 clusters Score -8483550 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 58958 members 
Entering Unmasked Estep 
Score: -8483822.000000 Penalty: 3679.722900
	Iteration 33Q: 3 clusters Score -8483822 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 59452 members 
Entering Unmasked Estep 
Score: -8483969.000000 Penalty: 3679.722900
	Iteration 34Q: 3 clusters Score -8483969 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 59923 members 
Entering Unmasked Estep 
Score: -8484121.000000 Penalty: 3679.722900
	Iteration 35Q: 3 clusters Score -8484121 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
Score: -8484211.000000 Penalty: 3679.722900
	Iteration 36Q: 3 clusters Score -8484211 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -8484305.000000 Penalty: 3679.722900
	Iteration 37Q: 3 clusters Score -8484305 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 61167 members 
Entering Unmasked Estep 
Score: -8484351.000000 Penalty: 3679.722900
	Iteration 38Q: 3 clusters Score -8484351 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -8484441.000000 Penalty: 3679.722900
	Iteration 39Q: 3 clusters Score -8484441 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 61902 members 
Entering Unmasked Estep 
Score: -8484627.000000 Penalty: 3679.722900
	Iteration 40F: 3 clusters Score -8484627 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 62327 members 
Entering Unmasked Estep 
Score: -8484698.000000 Penalty: 3679.722900
	Iteration 41Q: 3 clusters Score -8484698 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 62736 members 
Entering Unmasked Estep 
Score: -8484833.000000 Penalty: 3679.722900
	Iteration 42Q: 3 clusters Score -8484833 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 63145 members 
Entering Unmasked Estep 
Score: -8484887.000000 Penalty: 3679.722900
	Iteration 43Q: 3 clusters Score -8484887 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 63557 members 
Entering Unmasked Estep 
Score: -8484971.000000 Penalty: 3679.722900
	Iteration 44Q: 3 clusters Score -8484971 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 63963 members 
Entering Unmasked Estep 
Score: -8485038.000000 Penalty: 3679.722900
	Iteration 45Q: 3 clusters Score -8485038 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 64328 members 
Entering Unmasked Estep 
Score: -8485078.000000 Penalty: 3679.722900
	Iteration 46Q: 3 clusters Score -8485078 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -8485125.000000 Penalty: 3679.722900
	Iteration 47Q: 3 clusters Score -8485125 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 65037 members 
Entering Unmasked Estep 
Score: -8485179.000000 Penalty: 3679.722900
	Iteration 48Q: 3 clusters Score -8485179 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 65453 members 
Entering Unmasked Estep 
Score: -8485238.000000 Penalty: 3679.722900
	Iteration 49Q: 3 clusters Score -8485238 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 65878 members 
Entering Unmasked Estep 
Score: -8485283.000000 Penalty: 3679.722900
	Iteration 50Q: 3 clusters Score -8485283 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 66279 members 
Entering Unmasked Estep 
Score: -8485315.000000 Penalty: 3679.722900
	Iteration 51Q: 3 clusters Score -8485315 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 66680 members 
Entering Unmasked Estep 
Score: -8485392.000000 Penalty: 3679.722900
	Iteration 52Q: 3 clusters Score -8485392 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 67085 members 
Entering Unmasked Estep 
Score: -8485464.000000 Penalty: 3679.722900
	Iteration 53Q: 3 clusters Score -8485464 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 67486 members 
Entering Unmasked Estep 
Score: -8485472.000000 Penalty: 3679.722900
	Iteration 54Q: 3 clusters Score -8485472 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 67868 members 
Entering Unmasked Estep 
Score: -8485519.000000 Penalty: 3679.722900
	Iteration 55Q: 3 clusters Score -8485519 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 68234 members 
Entering Unmasked Estep 
Score: -8485549.000000 Penalty: 3679.722900
	Iteration 56Q: 3 clusters Score -8485549 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 68621 members 
Entering Unmasked Estep 
Score: -8485593.000000 Penalty: 3679.722900
	Iteration 57Q: 3 clusters Score -8485593 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 69003 members 
Entering Unmasked Estep 
Score: -8485648.000000 Penalty: 3679.722900
	Iteration 58Q: 3 clusters Score -8485648 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 69398 members 
Entering Unmasked Estep 
Score: -8485725.000000 Penalty: 3679.722900
	Iteration 59Q: 3 clusters Score -8485725 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 69777 members 
Entering Unmasked Estep 
Score: -8485757.000000 Penalty: 3679.722900
	Iteration 60F: 3 clusters Score -8485757 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 70125 members 
Entering Unmasked Estep 
Score: -8485792.000000 Penalty: 3679.722900
	Iteration 61Q: 3 clusters Score -8485792 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 70469 members 
Entering Unmasked Estep 
Score: -8485830.000000 Penalty: 3679.722900
	Iteration 62Q: 3 clusters Score -8485830 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 70813 members 
Entering Unmasked Estep 
Score: -8485891.000000 Penalty: 3679.722900
	Iteration 63Q: 3 clusters Score -8485891 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 71183 members 
Entering Unmasked Estep 
Score: -8485955.000000 Penalty: 3679.722900
	Iteration 64Q: 3 clusters Score -8485955 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 71550 members 
Entering Unmasked Estep 
Score: -8485956.000000 Penalty: 3679.722900
	Iteration 65Q: 3 clusters Score -8485956 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 71936 members 
Entering Unmasked Estep 
Score: -8486038.000000 Penalty: 3679.722900
	Iteration 66Q: 3 clusters Score -8486038 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 72316 members 
Entering Unmasked Estep 
Score: -8486135.000000 Penalty: 3679.722900
	Iteration 67Q: 3 clusters Score -8486135 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -8486184.000000 Penalty: 3679.722900
	Iteration 68Q: 3 clusters Score -8486184 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 73104 members 
Entering Unmasked Estep 
Score: -8486239.000000 Penalty: 3679.722900
	Iteration 69Q: 3 clusters Score -8486239 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 73482 members 
Entering Unmasked Estep 
Score: -8486322.000000 Penalty: 3679.722900
	Iteration 70Q: 3 clusters Score -8486322 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 73852 members 
Entering Unmasked Estep 
Score: -8486388.000000 Penalty: 3679.722900
	Iteration 71Q: 3 clusters Score -8486388 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 74250 members 
Entering Unmasked Estep 
Score: -8486441.000000 Penalty: 3679.722900
	Iteration 72Q: 3 clusters Score -8486441 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 74637 members 
Entering Unmasked Estep 
Score: -8486524.000000 Penalty: 3679.722900
	Iteration 73Q: 3 clusters Score -8486524 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 75040 members 
Entering Unmasked Estep 
Score: -8486606.000000 Penalty: 3679.722900
	Iteration 74Q: 3 clusters Score -8486606 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 75418 members 
Entering Unmasked Estep 
Score: -8486690.000000 Penalty: 3679.722900
	Iteration 75Q: 3 clusters Score -8486690 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 75809 members 
Entering Unmasked Estep 
Score: -8486767.000000 Penalty: 3679.722900
	Iteration 76Q: 3 clusters Score -8486767 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 76186 members 
Entering Unmasked Estep 
Score: -8486824.000000 Penalty: 3679.722900
	Iteration 77Q: 3 clusters Score -8486824 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 76551 members 
Entering Unmasked Estep 
Score: -8486874.000000 Penalty: 3679.722900
	Iteration 78Q: 3 clusters Score -8486874 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 76878 members 
Entering Unmasked Estep 
Score: -8486911.000000 Penalty: 3679.722900
	Iteration 79Q: 3 clusters Score -8486911 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 77175 members 
Entering Unmasked Estep 
Score: -8486980.000000 Penalty: 3679.722900
	Iteration 80F: 3 clusters Score -8486980 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 77451 members 
Entering Unmasked Estep 
Score: -8486996.000000 Penalty: 3679.722900
	Iteration 81Q: 3 clusters Score -8486996 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 77719 members 
Entering Unmasked Estep 
Score: -8487054.000000 Penalty: 3679.722900
	Iteration 82Q: 3 clusters Score -8487054 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 78010 members 
Entering Unmasked Estep 
Score: -8487082.000000 Penalty: 3679.722900
	Iteration 83Q: 3 clusters Score -8487082 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 78270 members 
Entering Unmasked Estep 
Score: -8487145.000000 Penalty: 3679.722900
	Iteration 84Q: 3 clusters Score -8487145 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 78518 members 
Entering Unmasked Estep 
Score: -8487197.000000 Penalty: 3679.722900
	Iteration 85Q: 3 clusters Score -8487197 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 78758 members 
Entering Unmasked Estep 
Score: -8487254.000000 Penalty: 3679.722900
	Iteration 86Q: 3 clusters Score -8487254 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 78986 members 
Entering Unmasked Estep 
Score: -8487292.000000 Penalty: 3679.722900
	Iteration 87Q: 3 clusters Score -8487292 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 79197 members 
Entering Unmasked Estep 
Score: -8487319.000000 Penalty: 3679.722900
	Iteration 88Q: 3 clusters Score -8487319 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 79383 members 
Entering Unmasked Estep 
Score: -8487367.000000 Penalty: 3679.722900
	Iteration 89Q: 3 clusters Score -8487367 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 79577 members 
Entering Unmasked Estep 
Score: -8487413.000000 Penalty: 3679.722900
	Iteration 90Q: 3 clusters Score -8487413 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -8487445.000000 Penalty: 3679.722900
	Iteration 91Q: 3 clusters Score -8487445 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 79928 members 
Entering Unmasked Estep 
Score: -8487443.000000 Penalty: 3679.722900
	Iteration 92Q: 3 clusters Score -8487443 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 80078 members 
Entering Unmasked Estep 
Score: -8487474.000000 Penalty: 3679.722900
	Iteration 93Q: 3 clusters Score -8487474 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 80215 members 
Entering Unmasked Estep 
Score: -8487506.000000 Penalty: 3679.722900
	Iteration 94Q: 3 clusters Score -8487506 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 80357 members 
Entering Unmasked Estep 
Score: -8487544.000000 Penalty: 3679.722900
	Iteration 95Q: 3 clusters Score -8487544 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 80499 members 
Entering Unmasked Estep 
Score: -8487572.000000 Penalty: 3679.722900
	Iteration 96Q: 3 clusters Score -8487572 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 80629 members 
Entering Unmasked Estep 
Score: -8487600.000000 Penalty: 3679.722900
	Iteration 97Q: 3 clusters Score -8487600 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 80732 members 
Entering Unmasked Estep 
Score: -8487603.000000 Penalty: 3679.722900
	Iteration 98Q: 3 clusters Score -8487603 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 80839 members 
Entering Unmasked Estep 
Score: -8487609.000000 Penalty: 3679.722900
	Iteration 99Q: 3 clusters Score -8487609 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -8487629.000000 Penalty: 3679.722900
	Iteration 100F: 3 clusters Score -8487629 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 81045 members 
Entering Unmasked Estep 
Score: -8487645.000000 Penalty: 3679.722900
	Iteration 101Q: 3 clusters Score -8487645 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 81138 members 
Entering Unmasked Estep 
Score: -8487666.000000 Penalty: 3679.722900
	Iteration 102Q: 3 clusters Score -8487666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 81208 members 
Entering Unmasked Estep 
Score: -8487661.000000 Penalty: 3679.722900
	Iteration 103Q: 3 clusters Score -8487661 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 81272 members 
Entering Unmasked Estep 
Score: -8487668.000000 Penalty: 3679.722900
	Iteration 104Q: 3 clusters Score -8487668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 81330 members 
Entering Unmasked Estep 
Score: -8487661.000000 Penalty: 3679.722900
	Iteration 105Q: 3 clusters Score -8487661 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 81373 members 
Entering Unmasked Estep 
Score: -8487683.000000 Penalty: 3679.722900
	Iteration 106Q: 3 clusters Score -8487683 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -8487684.000000 Penalty: 3679.722900
	Iteration 107Q: 3 clusters Score -8487684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 81434 members 
Entering Unmasked Estep 
Score: -8487686.000000 Penalty: 3679.722900
	Iteration 108Q: 3 clusters Score -8487686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 81462 members 
Entering Unmasked Estep 
Score: -8487678.000000 Penalty: 3679.722900
	Iteration 109Q: 3 clusters Score -8487678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 81486 members 
Entering Unmasked Estep 
Score: -8487675.000000 Penalty: 3679.722900
	Iteration 110Q: 3 clusters Score -8487675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 81508 members 
Entering Unmasked Estep 
Score: -8487673.000000 Penalty: 3679.722900
	Iteration 111Q: 3 clusters Score -8487673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 81529 members 
Entering Unmasked Estep 
Score: -8487678.000000 Penalty: 3679.722900
	Iteration 112Q: 3 clusters Score -8487678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 81547 members 
Entering Unmasked Estep 
Score: -8487685.000000 Penalty: 3679.722900
	Iteration 113Q: 3 clusters Score -8487685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 81558 members 
Entering Unmasked Estep 
Score: -8487683.000000 Penalty: 3679.722900
	Iteration 114Q: 3 clusters Score -8487683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 81563 members 
Entering Unmasked Estep 
Score: -8487683.000000 Penalty: 3679.722900
	Iteration 115Q: 3 clusters Score -8487683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 81569 members 
Entering Unmasked Estep 
Score: -8487683.000000 Penalty: 3679.722900
	Iteration 116Q: 3 clusters Score -8487683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 81575 members 
Entering Unmasked Estep 
Score: -8487674.000000 Penalty: 3679.722900
	Iteration 117Q: 3 clusters Score -8487674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 81581 members 
Entering Unmasked Estep 
Score: -8487678.000000 Penalty: 3679.722900
	Iteration 118Q: 3 clusters Score -8487678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 81587 members 
Entering Unmasked Estep 
Score: -8487687.000000 Penalty: 3679.722900
	Iteration 119Q: 3 clusters Score -8487687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 81593 members 
Entering Unmasked Estep 
Score: -8487681.000000 Penalty: 3679.722900
	Iteration 120F: 3 clusters Score -8487681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 81597 members 
Entering Unmasked Estep 
Score: -8487685.000000 Penalty: 3679.722900
	Iteration 121Q: 3 clusters Score -8487685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 81605 members 
Entering Unmasked Estep 
Score: -8487684.000000 Penalty: 3679.722900
	Iteration 122Q: 3 clusters Score -8487684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 81612 members 
Entering Unmasked Estep 
Score: -8487688.000000 Penalty: 3679.722900
	Iteration 123Q: 3 clusters Score -8487688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 81622 members 
Entering Unmasked Estep 
Score: -8487679.000000 Penalty: 3679.722900
	Iteration 124Q: 3 clusters Score -8487679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 81628 members 
Entering Unmasked Estep 
Score: -8487683.000000 Penalty: 3679.722900
	Iteration 125Q: 3 clusters Score -8487683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 81632 members 
Entering Unmasked Estep 
Score: -8487691.000000 Penalty: 3679.722900
	Iteration 126Q: 3 clusters Score -8487691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 81640 members 
Entering Unmasked Estep 
Score: -8487687.000000 Penalty: 3679.722900
	Iteration 127Q: 3 clusters Score -8487687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 81645 members 
Entering Unmasked Estep 
Score: -8487686.000000 Penalty: 3679.722900
	Iteration 128Q: 3 clusters Score -8487686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 81647 members 
Entering Unmasked Estep 
Score: -8487685.000000 Penalty: 3679.722900
	Iteration 129Q: 3 clusters Score -8487685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 81650 members 
Entering Unmasked Estep 
Score: -8487689.000000 Penalty: 3679.722900
	Iteration 130Q: 3 clusters Score -8487689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 81652 members 
Entering Unmasked Estep 
Score: -8487685.000000 Penalty: 3679.722900
	Iteration 131Q: 3 clusters Score -8487685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 81655 members 
Entering Unmasked Estep 
Score: -8487683.000000 Penalty: 3679.722900
	Iteration 132Q: 3 clusters Score -8487683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 81656 members 
Entering Unmasked Estep 
Score: -8487683.000000 Penalty: 3679.722900
	Iteration 133Q: 3 clusters Score -8487683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 81657 members 
Entering Unmasked Estep 
Score: -8487686.000000 Penalty: 3679.722900
	Iteration 134Q: 3 clusters Score -8487686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 81658 members 
Entering Unmasked Estep 
Score: -8487688.000000 Penalty: 3679.722900
	Iteration 135Q: 3 clusters Score -8487688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 81660 members 
Entering Unmasked Estep 
Score: -8487684.000000 Penalty: 3679.722900
	Iteration 136Q: 3 clusters Score -8487684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 81661 members 
Entering Unmasked Estep 
Score: -8487683.000000 Penalty: 3679.722900
	Iteration 137Q: 3 clusters Score -8487683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 81661 members 
Entering Unmasked Estep 
Score: -8487683.000000 Penalty: 3679.722900
	Iteration 138F: 3 clusters Score -8487683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -175472.671875 Penalty: 1203.886230
	Iteration 0F: 2 clusters Score -175472.7 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 807 members 
Entering Unmasked Estep 
Score: -173587.843750 Penalty: 2407.772461
	Iteration 0F: 3 clusters Score -173587.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -173969.328125 Penalty: 2407.772461
	Iteration 1F: 3 clusters Score -173969.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -174066.062500 Penalty: 2407.772461
	Iteration 2F: 3 clusters Score -174066.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -174116.109375 Penalty: 2407.772461
	Iteration 3Q: 3 clusters Score -174116.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -174142.484375 Penalty: 2407.772461
	Iteration 4Q: 3 clusters Score -174142.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -174155.093750 Penalty: 2407.772461
	Iteration 5Q: 3 clusters Score -174155.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -174167.390625 Penalty: 2407.772461
	Iteration 6Q: 3 clusters Score -174167.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -174174.609375 Penalty: 2407.772461
	Iteration 7Q: 3 clusters Score -174174.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -174180.062500 Penalty: 2407.772461
	Iteration 8Q: 3 clusters Score -174180.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -174183.671875 Penalty: 2407.772461
	Iteration 9Q: 3 clusters Score -174183.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -174185.765625 Penalty: 2407.772461
	Iteration 10Q: 3 clusters Score -174185.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -174187.375000 Penalty: 2407.772461
	Iteration 11Q: 3 clusters Score -174187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -174188.406250 Penalty: 2407.772461
	Iteration 12Q: 3 clusters Score -174188.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -174189.843750 Penalty: 2407.772461
	Iteration 13Q: 3 clusters Score -174189.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -174191.140625 Penalty: 2407.772461
	Iteration 14Q: 3 clusters Score -174191.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -174193.453125 Penalty: 2407.772461
	Iteration 15Q: 3 clusters Score -174193.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -174193.453125 Penalty: 2407.772461
	Iteration 16F: 3 clusters Score -174193.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Entering Unmasked Estep 
Score: -446337.656250 Penalty: 1360.627441
	Iteration 0F: 2 clusters Score -446337.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -442807.156250 Penalty: 2721.254883
	Iteration 0F: 3 clusters Score -442807.2 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -443733.375000 Penalty: 2721.254883
	Iteration 1F: 3 clusters Score -443733.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -443907.031250 Penalty: 2721.254883
	Iteration 2F: 3 clusters Score -443907 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -444004.218750 Penalty: 2721.254883
	Iteration 3F: 3 clusters Score -444004.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -444079.000000 Penalty: 2721.254883
	Iteration 4Q: 3 clusters Score -444079 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -444127.718750 Penalty: 2721.254883
	Iteration 5Q: 3 clusters Score -444127.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -444174.687500 Penalty: 2721.254883
	Iteration 6Q: 3 clusters Score -444174.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -444246.562500 Penalty: 2721.254883
	Iteration 7Q: 3 clusters Score -444246.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -444361.781250 Penalty: 2721.254883
	Iteration 8Q: 3 clusters Score -444361.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -444489.500000 Penalty: 2721.254883
	Iteration 9Q: 3 clusters Score -444489.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -444644.656250 Penalty: 2721.254883
	Iteration 10Q: 3 clusters Score -444644.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -444843.218750 Penalty: 2721.254883
	Iteration 11Q: 3 clusters Score -444843.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -445033.500000 Penalty: 2721.254883
	Iteration 12Q: 3 clusters Score -445033.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -445182.718750 Penalty: 2721.254883
	Iteration 13Q: 3 clusters Score -445182.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -445288.718750 Penalty: 2721.254883
	Iteration 14Q: 3 clusters Score -445288.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -445359.406250 Penalty: 2721.254883
	Iteration 15Q: 3 clusters Score -445359.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -445399.625000 Penalty: 2721.254883
	Iteration 16Q: 3 clusters Score -445399.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -445436.375000 Penalty: 2721.254883
	Iteration 17Q: 3 clusters Score -445436.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -445456.156250 Penalty: 2721.254883
	Iteration 18Q: 3 clusters Score -445456.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -445465.500000 Penalty: 2721.254883
	Iteration 19Q: 3 clusters Score -445465.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -445472.187500 Penalty: 2721.254883
	Iteration 20F: 3 clusters Score -445472.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -445479.593750 Penalty: 2721.254883
	Iteration 21Q: 3 clusters Score -445479.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -445481.062500 Penalty: 2721.254883
	Iteration 22Q: 3 clusters Score -445481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -445482.281250 Penalty: 2721.254883
	Iteration 23Q: 3 clusters Score -445482.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -445486.031250 Penalty: 2721.254883
	Iteration 24Q: 3 clusters Score -445486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -445489.093750 Penalty: 2721.254883
	Iteration 25Q: 3 clusters Score -445489.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -445492.156250 Penalty: 2721.254883
	Iteration 26Q: 3 clusters Score -445492.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -445493.093750 Penalty: 2721.254883
	Iteration 27Q: 3 clusters Score -445493.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -445492.468750 Penalty: 2721.254883
	Iteration 28Q: 3 clusters Score -445492.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -445493.843750 Penalty: 2721.254883
	Iteration 29Q: 3 clusters Score -445493.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -445494.625000 Penalty: 2721.254883
	Iteration 30Q: 3 clusters Score -445494.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -445494.968750 Penalty: 2721.254883
	Iteration 31Q: 3 clusters Score -445495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -445494.968750 Penalty: 2721.254883
	Iteration 32F: 3 clusters Score -445495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (141928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141928 members 
Entering Unmasked Estep 
Score: -14299801.000000 Penalty: 1927.749756
	Iteration 0F: 2 clusters Score -1.42998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71226 members 
Mstep: Class 2 contains 70702 members 
Entering Unmasked Estep 
Score: -14204931.000000 Penalty: 3855.499512
	Iteration 0F: 3 clusters Score -1.420493e+07 nChanged 68309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75659 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -14245535.000000 Penalty: 3855.499512
	Iteration 1F: 3 clusters Score -1.424554e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78635 members 
Mstep: Class 2 contains 63293 members 
Entering Unmasked Estep 
Score: -14247102.000000 Penalty: 3855.499512
	Iteration 2Q: 3 clusters Score -1.42471e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 58755 members 
Entering Unmasked Estep 
Score: -14249395.000000 Penalty: 3855.499512
	Iteration 3Q: 3 clusters Score -1.42494e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89956 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -14253617.000000 Penalty: 3855.499512
	Iteration 4F: 3 clusters Score -1.425362e+07 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99125 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -14260342.000000 Penalty: 3855.499512
	Iteration 5F: 3 clusters Score -1.426034e+07 nChanged 11676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110221 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -14270254.000000 Penalty: 3855.499512
	Iteration 6F: 3 clusters Score -1.427025e+07 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121246 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -14281152.000000 Penalty: 3855.499512
	Iteration 7F: 3 clusters Score -1.428115e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129344 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -14289646.000000 Penalty: 3855.499512
	Iteration 8F: 3 clusters Score -1.428965e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133657 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -14294802.000000 Penalty: 3855.499512
	Iteration 9Q: 3 clusters Score -1.42948e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135407 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -14297299.000000 Penalty: 3855.499512
	Iteration 10Q: 3 clusters Score -1.42973e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136065 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -14298261.000000 Penalty: 3855.499512
	Iteration 11Q: 3 clusters Score -1.429826e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136459 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -14298622.000000 Penalty: 3855.499512
	Iteration 12Q: 3 clusters Score -1.429862e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136774 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -14298782.000000 Penalty: 3855.499512
	Iteration 13Q: 3 clusters Score -1.429878e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137005 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -14298912.000000 Penalty: 3855.499512
	Iteration 14Q: 3 clusters Score -1.429891e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137197 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -14298951.000000 Penalty: 3855.499512
	Iteration 15Q: 3 clusters Score -1.429895e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137333 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -14298993.000000 Penalty: 3855.499512
	Iteration 16Q: 3 clusters Score -1.429899e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137440 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -14299023.000000 Penalty: 3855.499512
	Iteration 17Q: 3 clusters Score -1.429902e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137514 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -14299014.000000 Penalty: 3855.499512
	Iteration 18Q: 3 clusters Score -1.429901e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137576 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -14299040.000000 Penalty: 3855.499512
	Iteration 19Q: 3 clusters Score -1.429904e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137643 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -14299028.000000 Penalty: 3855.499512
	Iteration 20F: 3 clusters Score -1.429903e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137704 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -14299025.000000 Penalty: 3855.499512
	Iteration 21Q: 3 clusters Score -1.429902e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137764 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -14299022.000000 Penalty: 3855.499512
	Iteration 22Q: 3 clusters Score -1.429902e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137819 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -14299033.000000 Penalty: 3855.499512
	Iteration 23Q: 3 clusters Score -1.429903e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137867 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -14299047.000000 Penalty: 3855.499512
	Iteration 24Q: 3 clusters Score -1.429905e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137908 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -14299046.000000 Penalty: 3855.499512
	Iteration 25Q: 3 clusters Score -1.429905e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137949 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -14299046.000000 Penalty: 3855.499512
	Iteration 26Q: 3 clusters Score -1.429905e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137991 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -14299049.000000 Penalty: 3855.499512
	Iteration 27Q: 3 clusters Score -1.429905e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138033 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -14299070.000000 Penalty: 3855.499512
	Iteration 28Q: 3 clusters Score -1.429907e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138074 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -14299086.000000 Penalty: 3855.499512
	Iteration 29Q: 3 clusters Score -1.429909e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138100 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -14299068.000000 Penalty: 3855.499512
	Iteration 30Q: 3 clusters Score -1.429907e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138117 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -14299057.000000 Penalty: 3855.499512
	Iteration 31Q: 3 clusters Score -1.429906e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138135 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -14299032.000000 Penalty: 3855.499512
	Iteration 32Q: 3 clusters Score -1.429903e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138152 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -14299045.000000 Penalty: 3855.499512
	Iteration 33Q: 3 clusters Score -1.429904e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138165 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -14299035.000000 Penalty: 3855.499512
	Iteration 34Q: 3 clusters Score -1.429904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138176 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -14299042.000000 Penalty: 3855.499512
	Iteration 35Q: 3 clusters Score -1.429904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138186 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -14299047.000000 Penalty: 3855.499512
	Iteration 36Q: 3 clusters Score -1.429905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138190 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -14299045.000000 Penalty: 3855.499512
	Iteration 37Q: 3 clusters Score -1.429904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138193 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -14299041.000000 Penalty: 3855.499512
	Iteration 38Q: 3 clusters Score -1.429904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138194 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -14299044.000000 Penalty: 3855.499512
	Iteration 39Q: 3 clusters Score -1.429904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138198 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -14299035.000000 Penalty: 3855.499512
	Iteration 40F: 3 clusters Score -1.429904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138201 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -14299030.000000 Penalty: 3855.499512
	Iteration 41Q: 3 clusters Score -1.429903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138201 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -14299030.000000 Penalty: 3855.499512
	Iteration 42F: 3 clusters Score -1.429903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (172749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172749 members 
Entering Unmasked Estep 
Score: -17722980.000000 Penalty: 1959.684204
	Iteration 0F: 2 clusters Score -1.772298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86734 members 
Mstep: Class 2 contains 86015 members 
Entering Unmasked Estep 
Score: -17615512.000000 Penalty: 3919.368408
	Iteration 0F: 3 clusters Score -1.761551e+07 nChanged 83424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90362 members 
Mstep: Class 2 contains 82387 members 
Entering Unmasked Estep 
Score: -17665708.000000 Penalty: 3919.368408
	Iteration 1F: 3 clusters Score -1.766571e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91741 members 
Mstep: Class 2 contains 81008 members 
Entering Unmasked Estep 
Score: -17667850.000000 Penalty: 3919.368408
	Iteration 2Q: 3 clusters Score -1.766785e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93499 members 
Mstep: Class 2 contains 79250 members 
Entering Unmasked Estep 
Score: -17671298.000000 Penalty: 3919.368408
	Iteration 3Q: 3 clusters Score -1.76713e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95590 members 
Mstep: Class 2 contains 77159 members 
Entering Unmasked Estep 
Score: -17676260.000000 Penalty: 3919.368408
	Iteration 4F: 3 clusters Score -1.767626e+07 nChanged 10119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98069 members 
Mstep: Class 2 contains 74680 members 
Entering Unmasked Estep 
Score: -17682502.000000 Penalty: 3919.368408
	Iteration 5F: 3 clusters Score -1.76825e+07 nChanged 10572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100639 members 
Mstep: Class 2 contains 72110 members 
Entering Unmasked Estep 
Score: -17688822.000000 Penalty: 3919.368408
	Iteration 6F: 3 clusters Score -1.768882e+07 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102899 members 
Mstep: Class 2 contains 69850 members 
Entering Unmasked Estep 
Score: -17694616.000000 Penalty: 3919.368408
	Iteration 7F: 3 clusters Score -1.769462e+07 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104106 members 
Mstep: Class 2 contains 68643 members 
Entering Unmasked Estep 
Score: -17698958.000000 Penalty: 3919.368408
	Iteration 8F: 3 clusters Score -1.769896e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103969 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
Score: -17702574.000000 Penalty: 3919.368408
	Iteration 9Q: 3 clusters Score -1.770257e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102650 members 
Mstep: Class 2 contains 70099 members 
Entering Unmasked Estep 
Score: -17704974.000000 Penalty: 3919.368408
	Iteration 10Q: 3 clusters Score -1.770497e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100650 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -17706504.000000 Penalty: 3919.368408
	Iteration 11Q: 3 clusters Score -1.77065e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98484 members 
Mstep: Class 2 contains 74265 members 
Entering Unmasked Estep 
Score: -17707318.000000 Penalty: 3919.368408
	Iteration 12Q: 3 clusters Score -1.770732e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96723 members 
Mstep: Class 2 contains 76026 members 
Entering Unmasked Estep 
Score: -17707948.000000 Penalty: 3919.368408
	Iteration 13Q: 3 clusters Score -1.770795e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95093 members 
Mstep: Class 2 contains 77656 members 
Entering Unmasked Estep 
Score: -17708464.000000 Penalty: 3919.368408
	Iteration 14Q: 3 clusters Score -1.770846e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93641 members 
Mstep: Class 2 contains 79108 members 
Entering Unmasked Estep 
Score: -17708916.000000 Penalty: 3919.368408
	Iteration 15Q: 3 clusters Score -1.770892e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92177 members 
Mstep: Class 2 contains 80572 members 
Entering Unmasked Estep 
Score: -17709390.000000 Penalty: 3919.368408
	Iteration 16Q: 3 clusters Score -1.770939e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90858 members 
Mstep: Class 2 contains 81891 members 
Entering Unmasked Estep 
Score: -17709780.000000 Penalty: 3919.368408
	Iteration 17Q: 3 clusters Score -1.770978e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89703 members 
Mstep: Class 2 contains 83046 members 
Entering Unmasked Estep 
Score: -17710106.000000 Penalty: 3919.368408
	Iteration 18Q: 3 clusters Score -1.771011e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88582 members 
Mstep: Class 2 contains 84167 members 
Entering Unmasked Estep 
Score: -17710506.000000 Penalty: 3919.368408
	Iteration 19Q: 3 clusters Score -1.771051e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87541 members 
Mstep: Class 2 contains 85208 members 
Entering Unmasked Estep 
Score: -17710848.000000 Penalty: 3919.368408
	Iteration 20F: 3 clusters Score -1.771085e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86487 members 
Mstep: Class 2 contains 86262 members 
Entering Unmasked Estep 
Score: -17711144.000000 Penalty: 3919.368408
	Iteration 21Q: 3 clusters Score -1.771114e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85539 members 
Mstep: Class 2 contains 87210 members 
Entering Unmasked Estep 
Score: -17711368.000000 Penalty: 3919.368408
	Iteration 22Q: 3 clusters Score -1.771137e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84626 members 
Mstep: Class 2 contains 88123 members 
Entering Unmasked Estep 
Score: -17711582.000000 Penalty: 3919.368408
	Iteration 23Q: 3 clusters Score -1.771158e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83744 members 
Mstep: Class 2 contains 89005 members 
Entering Unmasked Estep 
Score: -17711784.000000 Penalty: 3919.368408
	Iteration 24Q: 3 clusters Score -1.771178e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82853 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -17711994.000000 Penalty: 3919.368408
	Iteration 25Q: 3 clusters Score -1.771199e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81928 members 
Mstep: Class 2 contains 90821 members 
Entering Unmasked Estep 
Score: -17712154.000000 Penalty: 3919.368408
	Iteration 26Q: 3 clusters Score -1.771215e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81028 members 
Mstep: Class 2 contains 91721 members 
Entering Unmasked Estep 
Score: -17712324.000000 Penalty: 3919.368408
	Iteration 27Q: 3 clusters Score -1.771232e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80144 members 
Mstep: Class 2 contains 92605 members 
Entering Unmasked Estep 
Score: -17712540.000000 Penalty: 3919.368408
	Iteration 28Q: 3 clusters Score -1.771254e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79279 members 
Mstep: Class 2 contains 93470 members 
Entering Unmasked Estep 
Score: -17712570.000000 Penalty: 3919.368408
	Iteration 29Q: 3 clusters Score -1.771257e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78452 members 
Mstep: Class 2 contains 94297 members 
Entering Unmasked Estep 
Score: -17712676.000000 Penalty: 3919.368408
	Iteration 30Q: 3 clusters Score -1.771268e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77617 members 
Mstep: Class 2 contains 95132 members 
Entering Unmasked Estep 
Score: -17712688.000000 Penalty: 3919.368408
	Iteration 31Q: 3 clusters Score -1.771269e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76710 members 
Mstep: Class 2 contains 96039 members 
Entering Unmasked Estep 
Score: -17712774.000000 Penalty: 3919.368408
	Iteration 32Q: 3 clusters Score -1.771277e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75751 members 
Mstep: Class 2 contains 96998 members 
Entering Unmasked Estep 
Score: -17712818.000000 Penalty: 3919.368408
	Iteration 33Q: 3 clusters Score -1.771282e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74724 members 
Mstep: Class 2 contains 98025 members 
Entering Unmasked Estep 
Score: -17712874.000000 Penalty: 3919.368408
	Iteration 34Q: 3 clusters Score -1.771287e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73630 members 
Mstep: Class 2 contains 99119 members 
Entering Unmasked Estep 
Score: -17712934.000000 Penalty: 3919.368408
	Iteration 35Q: 3 clusters Score -1.771293e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72420 members 
Mstep: Class 2 contains 100329 members 
Entering Unmasked Estep 
Score: -17713086.000000 Penalty: 3919.368408
	Iteration 36Q: 3 clusters Score -1.771309e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71270 members 
Mstep: Class 2 contains 101479 members 
Entering Unmasked Estep 
Score: -17713266.000000 Penalty: 3919.368408
	Iteration 37Q: 3 clusters Score -1.771327e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70018 members 
Mstep: Class 2 contains 102731 members 
Entering Unmasked Estep 
Score: -17713384.000000 Penalty: 3919.368408
	Iteration 38Q: 3 clusters Score -1.771338e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 104141 members 
Entering Unmasked Estep 
Score: -17713406.000000 Penalty: 3919.368408
	Iteration 39Q: 3 clusters Score -1.771341e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67127 members 
Mstep: Class 2 contains 105622 members 
Entering Unmasked Estep 
Score: -17713568.000000 Penalty: 3919.368408
	Iteration 40F: 3 clusters Score -1.771357e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 107202 members 
Entering Unmasked Estep 
Score: -17713784.000000 Penalty: 3919.368408
	Iteration 41Q: 3 clusters Score -1.771378e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 108884 members 
Entering Unmasked Estep 
Score: -17713926.000000 Penalty: 3919.368408
	Iteration 42Q: 3 clusters Score -1.771393e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 110797 members 
Entering Unmasked Estep 
Score: -17714142.000000 Penalty: 3919.368408
	Iteration 43Q: 3 clusters Score -1.771414e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59886 members 
Mstep: Class 2 contains 112863 members 
Entering Unmasked Estep 
Score: -17714500.000000 Penalty: 3919.368408
	Iteration 44Q: 3 clusters Score -1.77145e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57639 members 
Mstep: Class 2 contains 115110 members 
Entering Unmasked Estep 
Score: -17714740.000000 Penalty: 3919.368408
	Iteration 45Q: 3 clusters Score -1.771474e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 117466 members 
Entering Unmasked Estep 
Score: -17715138.000000 Penalty: 3919.368408
	Iteration 46Q: 3 clusters Score -1.771514e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 119966 members 
Entering Unmasked Estep 
Score: -17715432.000000 Penalty: 3919.368408
	Iteration 47Q: 3 clusters Score -1.771543e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 122766 members 
Entering Unmasked Estep 
Score: -17715794.000000 Penalty: 3919.368408
	Iteration 48Q: 3 clusters Score -1.771579e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 125729 members 
Entering Unmasked Estep 
Score: -17716320.000000 Penalty: 3919.368408
	Iteration 49Q: 3 clusters Score -1.771632e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 128846 members 
Entering Unmasked Estep 
Score: -17716912.000000 Penalty: 3919.368408
	Iteration 50Q: 3 clusters Score -1.771691e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 132037 members 
Entering Unmasked Estep 
Score: -17717458.000000 Penalty: 3919.368408
	Iteration 51Q: 3 clusters Score -1.771746e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 135280 members 
Entering Unmasked Estep 
Score: -17718116.000000 Penalty: 3919.368408
	Iteration 52Q: 3 clusters Score -1.771812e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 138742 members 
Entering Unmasked Estep 
Score: -17719000.000000 Penalty: 3919.368408
	Iteration 53Q: 3 clusters Score -1.7719e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 142233 members 
Entering Unmasked Estep 
Score: -17719982.000000 Penalty: 3919.368408
	Iteration 54Q: 3 clusters Score -1.771998e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 145713 members 
Entering Unmasked Estep 
Score: -17720568.000000 Penalty: 3919.368408
	Iteration 55Q: 3 clusters Score -1.772057e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 149447 members 
Entering Unmasked Estep 
Score: -17720954.000000 Penalty: 3919.368408
	Iteration 56Q: 3 clusters Score -1.772095e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 153293 members 
Entering Unmasked Estep 
Score: -17721198.000000 Penalty: 3919.368408
	Iteration 57Q: 3 clusters Score -1.77212e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 156652 members 
Entering Unmasked Estep 
Score: -17721286.000000 Penalty: 3919.368408
	Iteration 58Q: 3 clusters Score -1.772129e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 158944 members 
Entering Unmasked Estep 
Score: -17721242.000000 Penalty: 3919.368408
	Iteration 59Q: 3 clusters Score -1.772124e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 160247 members 
Entering Unmasked Estep 
Score: -17722256.000000 Penalty: 3919.368408
	Iteration 60F: 3 clusters Score -1.772226e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 163293 members 
Entering Unmasked Estep 
Score: -17722668.000000 Penalty: 3919.368408
	Iteration 61Q: 3 clusters Score -1.772267e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 165710 members 
Entering Unmasked Estep 
Score: -17722842.000000 Penalty: 3919.368408
	Iteration 62Q: 3 clusters Score -1.772284e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 167465 members 
Entering Unmasked Estep 
Score: -17722990.000000 Penalty: 3919.368408
	Iteration 63Q: 3 clusters Score -1.772299e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 168635 members 
Entering Unmasked Estep 
Score: -17722972.000000 Penalty: 3919.368408
	Iteration 64Q: 3 clusters Score -1.772297e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 169424 members 
Entering Unmasked Estep 
Score: -17722904.000000 Penalty: 3919.368408
	Iteration 65Q: 3 clusters Score -1.77229e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 169942 members 
Entering Unmasked Estep 
Score: -17722898.000000 Penalty: 3919.368408
	Iteration 66Q: 3 clusters Score -1.77229e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 170301 members 
Entering Unmasked Estep 
Score: -17722838.000000 Penalty: 3919.368408
	Iteration 67Q: 3 clusters Score -1.772284e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 170558 members 
Entering Unmasked Estep 
Score: -17722834.000000 Penalty: 3919.368408
	Iteration 68Q: 3 clusters Score -1.772283e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 170754 members 
Entering Unmasked Estep 
Score: -17722762.000000 Penalty: 3919.368408
	Iteration 69Q: 3 clusters Score -1.772276e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 170887 members 
Entering Unmasked Estep 
Score: -17722750.000000 Penalty: 3919.368408
	Iteration 70Q: 3 clusters Score -1.772275e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 170993 members 
Entering Unmasked Estep 
Score: -17722718.000000 Penalty: 3919.368408
	Iteration 71Q: 3 clusters Score -1.772272e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 171076 members 
Entering Unmasked Estep 
Score: -17722674.000000 Penalty: 3919.368408
	Iteration 72Q: 3 clusters Score -1.772267e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 171135 members 
Entering Unmasked Estep 
Score: -17722642.000000 Penalty: 3919.368408
	Iteration 73Q: 3 clusters Score -1.772264e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 171184 members 
Entering Unmasked Estep 
Score: -17722624.000000 Penalty: 3919.368408
	Iteration 74Q: 3 clusters Score -1.772262e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 171217 members 
Entering Unmasked Estep 
Score: -17722624.000000 Penalty: 3919.368408
	Iteration 75Q: 3 clusters Score -1.772262e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 171246 members 
Entering Unmasked Estep 
Score: -17722612.000000 Penalty: 3919.368408
	Iteration 76Q: 3 clusters Score -1.772261e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 171260 members 
Entering Unmasked Estep 
Score: -17722616.000000 Penalty: 3919.368408
	Iteration 77Q: 3 clusters Score -1.772262e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 171279 members 
Entering Unmasked Estep 
Score: -17722624.000000 Penalty: 3919.368408
	Iteration 78Q: 3 clusters Score -1.772262e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 171299 members 
Entering Unmasked Estep 
Score: -17722616.000000 Penalty: 3919.368408
	Iteration 79Q: 3 clusters Score -1.772262e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 171321 members 
Entering Unmasked Estep 
Score: -17722588.000000 Penalty: 3919.368408
	Iteration 80F: 3 clusters Score -1.772259e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 171340 members 
Entering Unmasked Estep 
Score: -17722588.000000 Penalty: 3919.368408
	Iteration 81Q: 3 clusters Score -1.772259e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 171354 members 
Entering Unmasked Estep 
Score: -17722594.000000 Penalty: 3919.368408
	Iteration 82Q: 3 clusters Score -1.772259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 171365 members 
Entering Unmasked Estep 
Score: -17722588.000000 Penalty: 3919.368408
	Iteration 83Q: 3 clusters Score -1.772259e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 171378 members 
Entering Unmasked Estep 
Score: -17722576.000000 Penalty: 3919.368408
	Iteration 84Q: 3 clusters Score -1.772258e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 171394 members 
Entering Unmasked Estep 
Score: -17722582.000000 Penalty: 3919.368408
	Iteration 85Q: 3 clusters Score -1.772258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 171402 members 
Entering Unmasked Estep 
Score: -17722600.000000 Penalty: 3919.368408
	Iteration 86Q: 3 clusters Score -1.77226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 171406 members 
Entering Unmasked Estep 
Score: -17722582.000000 Penalty: 3919.368408
	Iteration 87Q: 3 clusters Score -1.772258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 171411 members 
Entering Unmasked Estep 
Score: -17722582.000000 Penalty: 3919.368408
	Iteration 88Q: 3 clusters Score -1.772258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 171418 members 
Entering Unmasked Estep 
Score: -17722566.000000 Penalty: 3919.368408
	Iteration 89Q: 3 clusters Score -1.772257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 171423 members 
Entering Unmasked Estep 
Score: -17722574.000000 Penalty: 3919.368408
	Iteration 90Q: 3 clusters Score -1.772257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 171425 members 
Entering Unmasked Estep 
Score: -17722566.000000 Penalty: 3919.368408
	Iteration 91Q: 3 clusters Score -1.772257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 171426 members 
Entering Unmasked Estep 
Score: -17722582.000000 Penalty: 3919.368408
	Iteration 92Q: 3 clusters Score -1.772258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 171428 members 
Entering Unmasked Estep 
Score: -17722578.000000 Penalty: 3919.368408
	Iteration 93Q: 3 clusters Score -1.772258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 171431 members 
Entering Unmasked Estep 
Score: -17722568.000000 Penalty: 3919.368408
	Iteration 94Q: 3 clusters Score -1.772257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 171435 members 
Entering Unmasked Estep 
Score: -17722560.000000 Penalty: 3919.368408
	Iteration 95Q: 3 clusters Score -1.772256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 171438 members 
Entering Unmasked Estep 
Score: -17722554.000000 Penalty: 3919.368408
	Iteration 96Q: 3 clusters Score -1.772255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 171441 members 
Entering Unmasked Estep 
Score: -17722564.000000 Penalty: 3919.368408
	Iteration 97Q: 3 clusters Score -1.772256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 171441 members 
Entering Unmasked Estep 
Score: -17722574.000000 Penalty: 3919.368408
	Iteration 98Q: 3 clusters Score -1.772257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 171441 members 
Entering Unmasked Estep 
Score: -17722572.000000 Penalty: 3919.368408
	Iteration 99Q: 3 clusters Score -1.772257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 171442 members 
Entering Unmasked Estep 
Score: -17722566.000000 Penalty: 3919.368408
	Iteration 100F: 3 clusters Score -1.772257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 171443 members 
Entering Unmasked Estep 
Score: -17722564.000000 Penalty: 3919.368408
	Iteration 101Q: 3 clusters Score -1.772256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 171444 members 
Entering Unmasked Estep 
Score: -17722572.000000 Penalty: 3919.368408
	Iteration 102Q: 3 clusters Score -1.772257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 171446 members 
Entering Unmasked Estep 
Score: -17722564.000000 Penalty: 3919.368408
	Iteration 103Q: 3 clusters Score -1.772256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 171447 members 
Entering Unmasked Estep 
Score: -17722562.000000 Penalty: 3919.368408
	Iteration 104Q: 3 clusters Score -1.772256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 171450 members 
Entering Unmasked Estep 
Score: -17722564.000000 Penalty: 3919.368408
	Iteration 105Q: 3 clusters Score -1.772256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 171453 members 
Entering Unmasked Estep 
Score: -17722564.000000 Penalty: 3919.368408
	Iteration 106Q: 3 clusters Score -1.772256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 171455 members 
Entering Unmasked Estep 
Score: -17722572.000000 Penalty: 3919.368408
	Iteration 107Q: 3 clusters Score -1.772257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 171458 members 
Entering Unmasked Estep 
Score: -17722568.000000 Penalty: 3919.368408
	Iteration 108Q: 3 clusters Score -1.772257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 171460 members 
Entering Unmasked Estep 
Score: -17722574.000000 Penalty: 3919.368408
	Iteration 109Q: 3 clusters Score -1.772257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 171462 members 
Entering Unmasked Estep 
Score: -17722564.000000 Penalty: 3919.368408
	Iteration 110Q: 3 clusters Score -1.772256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 171462 members 
Entering Unmasked Estep 
Score: -17722564.000000 Penalty: 3919.368408
	Iteration 111F: 3 clusters Score -1.772256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1549180.375000 Penalty: 1562.611694
	Iteration 0F: 2 clusters Score -1549180 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 7446 members 
Entering Unmasked Estep 
Score: -1538756.375000 Penalty: 3125.223389
	Iteration 0F: 3 clusters Score -1538756 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1542406.500000 Penalty: 3125.223389
	Iteration 1F: 3 clusters Score -1542406 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1542726.500000 Penalty: 3125.223389
	Iteration 2F: 3 clusters Score -1542726 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1543013.125000 Penalty: 3125.223389
	Iteration 3Q: 3 clusters Score -1543013 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1543290.250000 Penalty: 3125.223389
	Iteration 4Q: 3 clusters Score -1543290 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1543544.000000 Penalty: 3125.223389
	Iteration 5Q: 3 clusters Score -1543544 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1543827.250000 Penalty: 3125.223389
	Iteration 6Q: 3 clusters Score -1543827 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1544092.500000 Penalty: 3125.223389
	Iteration 7Q: 3 clusters Score -1544092 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1544359.125000 Penalty: 3125.223389
	Iteration 8Q: 3 clusters Score -1544359 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1544646.750000 Penalty: 3125.223389
	Iteration 9Q: 3 clusters Score -1544647 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1544934.875000 Penalty: 3125.223389
	Iteration 10Q: 3 clusters Score -1544935 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1545245.125000 Penalty: 3125.223389
	Iteration 11Q: 3 clusters Score -1545245 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1545572.250000 Penalty: 3125.223389
	Iteration 12Q: 3 clusters Score -1545572 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1545892.125000 Penalty: 3125.223389
	Iteration 13Q: 3 clusters Score -1545892 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1546147.750000 Penalty: 3125.223389
	Iteration 14Q: 3 clusters Score -1546148 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1546334.250000 Penalty: 3125.223389
	Iteration 15Q: 3 clusters Score -1546334 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1546496.500000 Penalty: 3125.223389
	Iteration 16Q: 3 clusters Score -1546496 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1546613.125000 Penalty: 3125.223389
	Iteration 17Q: 3 clusters Score -1546613 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1546733.875000 Penalty: 3125.223389
	Iteration 18Q: 3 clusters Score -1546734 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1546847.125000 Penalty: 3125.223389
	Iteration 19Q: 3 clusters Score -1546847 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1546938.875000 Penalty: 3125.223389
	Iteration 20F: 3 clusters Score -1546939 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1547014.750000 Penalty: 3125.223389
	Iteration 21Q: 3 clusters Score -1547015 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1547076.500000 Penalty: 3125.223389
	Iteration 22Q: 3 clusters Score -1547076 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1547149.125000 Penalty: 3125.223389
	Iteration 23Q: 3 clusters Score -1547149 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1547223.250000 Penalty: 3125.223389
	Iteration 24Q: 3 clusters Score -1547223 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1547291.625000 Penalty: 3125.223389
	Iteration 25Q: 3 clusters Score -1547292 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1547352.750000 Penalty: 3125.223389
	Iteration 26Q: 3 clusters Score -1547353 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1547418.125000 Penalty: 3125.223389
	Iteration 27Q: 3 clusters Score -1547418 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1547471.375000 Penalty: 3125.223389
	Iteration 28Q: 3 clusters Score -1547471 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1547512.750000 Penalty: 3125.223389
	Iteration 29Q: 3 clusters Score -1547513 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1547535.625000 Penalty: 3125.223389
	Iteration 30Q: 3 clusters Score -1547536 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1547552.750000 Penalty: 3125.223389
	Iteration 31Q: 3 clusters Score -1547553 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1547579.875000 Penalty: 3125.223389
	Iteration 32Q: 3 clusters Score -1547580 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1547600.125000 Penalty: 3125.223389
	Iteration 33Q: 3 clusters Score -1547600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1547617.375000 Penalty: 3125.223389
	Iteration 34Q: 3 clusters Score -1547617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1547631.500000 Penalty: 3125.223389
	Iteration 35Q: 3 clusters Score -1547632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1547645.625000 Penalty: 3125.223389
	Iteration 36Q: 3 clusters Score -1547646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1547652.750000 Penalty: 3125.223389
	Iteration 37Q: 3 clusters Score -1547653 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1547668.375000 Penalty: 3125.223389
	Iteration 38Q: 3 clusters Score -1547668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1547684.125000 Penalty: 3125.223389
	Iteration 39Q: 3 clusters Score -1547684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1547696.500000 Penalty: 3125.223389
	Iteration 40F: 3 clusters Score -1547696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1547710.125000 Penalty: 3125.223389
	Iteration 41Q: 3 clusters Score -1547710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1547724.000000 Penalty: 3125.223389
	Iteration 42Q: 3 clusters Score -1547724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1547732.375000 Penalty: 3125.223389
	Iteration 43Q: 3 clusters Score -1547732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1547747.625000 Penalty: 3125.223389
	Iteration 44Q: 3 clusters Score -1547748 nChanged 24
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: -1547758.250000 Penalty: 3125.223389
	Iteration 45Q: 3 clusters Score -1547758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1547765.000000 Penalty: 3125.223389
	Iteration 46Q: 3 clusters Score -1547765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1547770.750000 Penalty: 3125.223389
	Iteration 47Q: 3 clusters Score -1547771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1547776.875000 Penalty: 3125.223389
	Iteration 48Q: 3 clusters Score -1547777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1547782.875000 Penalty: 3125.223389
	Iteration 49Q: 3 clusters Score -1547783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1547784.500000 Penalty: 3125.223389
	Iteration 50Q: 3 clusters Score -1547784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1547785.500000 Penalty: 3125.223389
	Iteration 51Q: 3 clusters Score -1547786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1547791.000000 Penalty: 3125.223389
	Iteration 52Q: 3 clusters Score -1547791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1547793.500000 Penalty: 3125.223389
	Iteration 53Q: 3 clusters Score -1547794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1547798.500000 Penalty: 3125.223389
	Iteration 54Q: 3 clusters Score -1547798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1547800.625000 Penalty: 3125.223389
	Iteration 55Q: 3 clusters Score -1547801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1547802.000000 Penalty: 3125.223389
	Iteration 56Q: 3 clusters Score -1547802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1547806.750000 Penalty: 3125.223389
	Iteration 57Q: 3 clusters Score -1547807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1547805.875000 Penalty: 3125.223389
	Iteration 58Q: 3 clusters Score -1547806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1547808.875000 Penalty: 3125.223389
	Iteration 59Q: 3 clusters Score -1547809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1547810.875000 Penalty: 3125.223389
	Iteration 60F: 3 clusters Score -1547811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1547814.000000 Penalty: 3125.223389
	Iteration 61Q: 3 clusters Score -1547814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1547817.125000 Penalty: 3125.223389
	Iteration 62Q: 3 clusters Score -1547817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1547823.125000 Penalty: 3125.223389
	Iteration 63Q: 3 clusters Score -1547823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1547825.625000 Penalty: 3125.223389
	Iteration 64Q: 3 clusters Score -1547826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1547830.250000 Penalty: 3125.223389
	Iteration 65Q: 3 clusters Score -1547830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1547833.500000 Penalty: 3125.223389
	Iteration 66Q: 3 clusters Score -1547834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1547835.750000 Penalty: 3125.223389
	Iteration 67Q: 3 clusters Score -1547836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1547835.500000 Penalty: 3125.223389
	Iteration 68Q: 3 clusters Score -1547836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1547838.500000 Penalty: 3125.223389
	Iteration 69Q: 3 clusters Score -1547838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1547841.250000 Penalty: 3125.223389
	Iteration 70Q: 3 clusters Score -1547841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1547843.250000 Penalty: 3125.223389
	Iteration 71Q: 3 clusters Score -1547843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1547847.625000 Penalty: 3125.223389
	Iteration 72Q: 3 clusters Score -1547848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1547849.000000 Penalty: 3125.223389
	Iteration 73Q: 3 clusters Score -1547849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1547849.750000 Penalty: 3125.223389
	Iteration 74Q: 3 clusters Score -1547850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1547849.500000 Penalty: 3125.223389
	Iteration 75Q: 3 clusters Score -1547850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1547849.500000 Penalty: 3125.223389
	Iteration 76F: 3 clusters Score -1547850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (161153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161153 members 
Entering Unmasked Estep 
Score: -16233788.000000 Penalty: 1948.392822
	Iteration 0F: 2 clusters Score -1.623379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80597 members 
Mstep: Class 2 contains 80556 members 
Entering Unmasked Estep 
Score: -16127976.000000 Penalty: 3896.785645
	Iteration 0F: 3 clusters Score -1.612798e+07 nChanged 77705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83254 members 
Mstep: Class 2 contains 77899 members 
Entering Unmasked Estep 
Score: -16173625.000000 Penalty: 3896.785645
	Iteration 1F: 3 clusters Score -1.617362e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84597 members 
Mstep: Class 2 contains 76556 members 
Entering Unmasked Estep 
Score: -16174449.000000 Penalty: 3896.785645
	Iteration 2Q: 3 clusters Score -1.617445e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86693 members 
Mstep: Class 2 contains 74460 members 
Entering Unmasked Estep 
Score: -16175583.000000 Penalty: 3896.785645
	Iteration 3Q: 3 clusters Score -1.617558e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89813 members 
Mstep: Class 2 contains 71340 members 
Entering Unmasked Estep 
Score: -16177117.000000 Penalty: 3896.785645
	Iteration 4Q: 3 clusters Score -1.617712e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94462 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
Score: -16179293.000000 Penalty: 3896.785645
	Iteration 5Q: 3 clusters Score -1.617929e+07 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 60084 members 
Entering Unmasked Estep 
Score: -16183187.000000 Penalty: 3896.785645
	Iteration 6Q: 3 clusters Score -1.618319e+07 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109870 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -16189075.000000 Penalty: 3896.785645
	Iteration 7F: 3 clusters Score -1.618908e+07 nChanged 11411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120553 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -16197858.000000 Penalty: 3896.785645
	Iteration 8F: 3 clusters Score -1.619786e+07 nChanged 11561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131568 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -16207705.000000 Penalty: 3896.785645
	Iteration 9F: 3 clusters Score -1.62077e+07 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141073 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -16216608.000000 Penalty: 3896.785645
	Iteration 10F: 3 clusters Score -1.621661e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147888 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -16223168.000000 Penalty: 3896.785645
	Iteration 11Q: 3 clusters Score -1.622317e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152910 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -16227399.000000 Penalty: 3896.785645
	Iteration 12Q: 3 clusters Score -1.62274e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156590 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -16229931.000000 Penalty: 3896.785645
	Iteration 13Q: 3 clusters Score -1.622993e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158875 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -16231355.000000 Penalty: 3896.785645
	Iteration 14Q: 3 clusters Score -1.623136e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160098 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -16231885.000000 Penalty: 3896.785645
	Iteration 15Q: 3 clusters Score -1.623188e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160575 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -16232021.000000 Penalty: 3896.785645
	Iteration 16Q: 3 clusters Score -1.623202e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160759 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -16232110.000000 Penalty: 3896.785645
	Iteration 17Q: 3 clusters Score -1.623211e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160829 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -16232140.000000 Penalty: 3896.785645
	Iteration 18Q: 3 clusters Score -1.623214e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160864 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -16232179.000000 Penalty: 3896.785645
	Iteration 19Q: 3 clusters Score -1.623218e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160880 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -16232191.000000 Penalty: 3896.785645
	Iteration 20F: 3 clusters Score -1.623219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160895 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -16232190.000000 Penalty: 3896.785645
	Iteration 21Q: 3 clusters Score -1.623219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160900 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -16232188.000000 Penalty: 3896.785645
	Iteration 22Q: 3 clusters Score -1.623219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160905 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16232194.000000 Penalty: 3896.785645
	Iteration 23Q: 3 clusters Score -1.623219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160906 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -16232189.000000 Penalty: 3896.785645
	Iteration 24Q: 3 clusters Score -1.623219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160905 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16232190.000000 Penalty: 3896.785645
	Iteration 25Q: 3 clusters Score -1.623219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160907 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -16232192.000000 Penalty: 3896.785645
	Iteration 26Q: 3 clusters Score -1.623219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160911 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16232203.000000 Penalty: 3896.785645
	Iteration 27Q: 3 clusters Score -1.62322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160912 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16232200.000000 Penalty: 3896.785645
	Iteration 28Q: 3 clusters Score -1.62322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160914 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -16232197.000000 Penalty: 3896.785645
	Iteration 29Q: 3 clusters Score -1.62322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160917 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16232202.000000 Penalty: 3896.785645
	Iteration 30Q: 3 clusters Score -1.62322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160919 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16232197.000000 Penalty: 3896.785645
	Iteration 31Q: 3 clusters Score -1.62322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160919 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16232197.000000 Penalty: 3896.785645
	Iteration 32F: 3 clusters Score -1.62322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (117187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117187 members 
Entering Unmasked Estep 
Score: -12029162.000000 Penalty: 1896.622925
	Iteration 0F: 2 clusters Score -1.202916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 58550 members 
Entering Unmasked Estep 
Score: -11951356.000000 Penalty: 3793.245850
	Iteration 0F: 3 clusters Score -1.195136e+07 nChanged 56247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60034 members 
Mstep: Class 2 contains 57153 members 
Entering Unmasked Estep 
Score: -11984514.000000 Penalty: 3793.245850
	Iteration 1F: 3 clusters Score -1.198451e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61367 members 
Mstep: Class 2 contains 55820 members 
Entering Unmasked Estep 
Score: -11985612.000000 Penalty: 3793.245850
	Iteration 2Q: 3 clusters Score -1.198561e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63401 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -11986883.000000 Penalty: 3793.245850
	Iteration 3Q: 3 clusters Score -1.198688e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -11988687.000000 Penalty: 3793.245850
	Iteration 4Q: 3 clusters Score -1.198869e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70539 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -11991156.000000 Penalty: 3793.245850
	Iteration 5Q: 3 clusters Score -1.199116e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76036 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -11994633.000000 Penalty: 3793.245850
	Iteration 6F: 3 clusters Score -1.199463e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82888 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -11999456.000000 Penalty: 3793.245850
	Iteration 7F: 3 clusters Score -1.199946e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90525 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -12005240.000000 Penalty: 3793.245850
	Iteration 8F: 3 clusters Score -1.200524e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98339 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -12011746.000000 Penalty: 3793.245850
	Iteration 9F: 3 clusters Score -1.201175e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105331 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -12017987.000000 Penalty: 3793.245850
	Iteration 10F: 3 clusters Score -1.201799e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110468 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -12022478.000000 Penalty: 3793.245850
	Iteration 11Q: 3 clusters Score -1.202248e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113692 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -12025235.000000 Penalty: 3793.245850
	Iteration 12Q: 3 clusters Score -1.202524e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115457 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -12026633.000000 Penalty: 3793.245850
	Iteration 13Q: 3 clusters Score -1.202663e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116208 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -12027127.000000 Penalty: 3793.245850
	Iteration 14Q: 3 clusters Score -1.202713e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116540 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -12027279.000000 Penalty: 3793.245850
	Iteration 15Q: 3 clusters Score -1.202728e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116692 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -12027400.000000 Penalty: 3793.245850
	Iteration 16Q: 3 clusters Score -1.20274e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116777 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -12027471.000000 Penalty: 3793.245850
	Iteration 17Q: 3 clusters Score -1.202747e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116824 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -12027515.000000 Penalty: 3793.245850
	Iteration 18Q: 3 clusters Score -1.202752e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116852 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -12027544.000000 Penalty: 3793.245850
	Iteration 19Q: 3 clusters Score -1.202754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116871 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -12027563.000000 Penalty: 3793.245850
	Iteration 20F: 3 clusters Score -1.202756e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116871 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -12027576.000000 Penalty: 3793.245850
	Iteration 21Q: 3 clusters Score -1.202758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116882 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -12027576.000000 Penalty: 3793.245850
	Iteration 22Q: 3 clusters Score -1.202758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116889 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -12027580.000000 Penalty: 3793.245850
	Iteration 23Q: 3 clusters Score -1.202758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116895 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -12027580.000000 Penalty: 3793.245850
	Iteration 24Q: 3 clusters Score -1.202758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116901 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -12027587.000000 Penalty: 3793.245850
	Iteration 25Q: 3 clusters Score -1.202759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116902 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -12027592.000000 Penalty: 3793.245850
	Iteration 26Q: 3 clusters Score -1.202759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116905 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -12027595.000000 Penalty: 3793.245850
	Iteration 27Q: 3 clusters Score -1.20276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116907 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -12027607.000000 Penalty: 3793.245850
	Iteration 28Q: 3 clusters Score -1.202761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116911 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12027600.000000 Penalty: 3793.245850
	Iteration 29Q: 3 clusters Score -1.20276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116913 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -12027598.000000 Penalty: 3793.245850
	Iteration 30Q: 3 clusters Score -1.20276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116914 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -12027619.000000 Penalty: 3793.245850
	Iteration 31Q: 3 clusters Score -1.202762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116914 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -12027613.000000 Penalty: 3793.245850
	Iteration 32Q: 3 clusters Score -1.202761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116915 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -12027615.000000 Penalty: 3793.245850
	Iteration 33Q: 3 clusters Score -1.202762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116915 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -12027615.000000 Penalty: 3793.245850
	Iteration 34F: 3 clusters Score -1.202762e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Entering Unmasked Estep 
Score: -1472172.000000 Penalty: 1559.064209
	Iteration 0F: 2 clusters Score -1472172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1461954.000000 Penalty: 3118.128418
	Iteration 0F: 3 clusters Score -1461954 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1465579.500000 Penalty: 3118.128418
	Iteration 1F: 3 clusters Score -1465580 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1465849.375000 Penalty: 3118.128418
	Iteration 2F: 3 clusters Score -1465849 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1466063.250000 Penalty: 3118.128418
	Iteration 3Q: 3 clusters Score -1466063 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1466252.625000 Penalty: 3118.128418
	Iteration 4Q: 3 clusters Score -1466253 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1466440.000000 Penalty: 3118.128418
	Iteration 5Q: 3 clusters Score -1466440 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1466667.375000 Penalty: 3118.128418
	Iteration 6Q: 3 clusters Score -1466667 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1466920.375000 Penalty: 3118.128418
	Iteration 7Q: 3 clusters Score -1466920 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1467298.000000 Penalty: 3118.128418
	Iteration 8Q: 3 clusters Score -1467298 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1467800.625000 Penalty: 3118.128418
	Iteration 9Q: 3 clusters Score -1467801 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1468351.125000 Penalty: 3118.128418
	Iteration 10Q: 3 clusters Score -1468351 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1468947.625000 Penalty: 3118.128418
	Iteration 11Q: 3 clusters Score -1468948 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1469503.250000 Penalty: 3118.128418
	Iteration 12Q: 3 clusters Score -1469503 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1469905.625000 Penalty: 3118.128418
	Iteration 13Q: 3 clusters Score -1469906 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1470137.875000 Penalty: 3118.128418
	Iteration 14Q: 3 clusters Score -1470138 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1470323.250000 Penalty: 3118.128418
	Iteration 15Q: 3 clusters Score -1470323 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1470443.625000 Penalty: 3118.128418
	Iteration 16Q: 3 clusters Score -1470444 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1470519.125000 Penalty: 3118.128418
	Iteration 17Q: 3 clusters Score -1470519 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1470572.625000 Penalty: 3118.128418
	Iteration 18Q: 3 clusters Score -1470573 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1470623.875000 Penalty: 3118.128418
	Iteration 19Q: 3 clusters Score -1470624 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1470668.375000 Penalty: 3118.128418
	Iteration 20F: 3 clusters Score -1470668 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1470696.625000 Penalty: 3118.128418
	Iteration 21Q: 3 clusters Score -1470697 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1470722.375000 Penalty: 3118.128418
	Iteration 22Q: 3 clusters Score -1470722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1470743.000000 Penalty: 3118.128418
	Iteration 23Q: 3 clusters Score -1470743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1470758.750000 Penalty: 3118.128418
	Iteration 24Q: 3 clusters Score -1470759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1470770.750000 Penalty: 3118.128418
	Iteration 25Q: 3 clusters Score -1470771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1470779.000000 Penalty: 3118.128418
	Iteration 26Q: 3 clusters Score -1470779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1470784.000000 Penalty: 3118.128418
	Iteration 27Q: 3 clusters Score -1470784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1470792.500000 Penalty: 3118.128418
	Iteration 28Q: 3 clusters Score -1470792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1470800.250000 Penalty: 3118.128418
	Iteration 29Q: 3 clusters Score -1470800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1470804.250000 Penalty: 3118.128418
	Iteration 30Q: 3 clusters Score -1470804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1470804.250000 Penalty: 3118.128418
	Iteration 31Q: 3 clusters Score -1470804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1470807.000000 Penalty: 3118.128418
	Iteration 32Q: 3 clusters Score -1470807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1470806.625000 Penalty: 3118.128418
	Iteration 33Q: 3 clusters Score -1470807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1470806.625000 Penalty: 3118.128418
	Iteration 34Q: 3 clusters Score -1470807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1470807.000000 Penalty: 3118.128418
	Iteration 35Q: 3 clusters Score -1470807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1470806.250000 Penalty: 3118.128418
	Iteration 36Q: 3 clusters Score -1470806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1470806.750000 Penalty: 3118.128418
	Iteration 37Q: 3 clusters Score -1470807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1470806.125000 Penalty: 3118.128418
	Iteration 38Q: 3 clusters Score -1470806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1470807.875000 Penalty: 3118.128418
	Iteration 39Q: 3 clusters Score -1470808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1470807.875000 Penalty: 3118.128418
	Iteration 40F: 3 clusters Score -1470808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Entering Unmasked Estep 
Score: -1942438.625000 Penalty: 1609.414185
	Iteration 0F: 2 clusters Score -1942439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1928828.750000 Penalty: 3218.828369
	Iteration 0F: 3 clusters Score -1928829 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1933738.250000 Penalty: 3218.828369
	Iteration 1F: 3 clusters Score -1933738 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1934065.750000 Penalty: 3218.828369
	Iteration 2Q: 3 clusters Score -1934066 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1934405.750000 Penalty: 3218.828369
	Iteration 3Q: 3 clusters Score -1934406 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1934784.500000 Penalty: 3218.828369
	Iteration 4Q: 3 clusters Score -1934784 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1935243.625000 Penalty: 3218.828369
	Iteration 5F: 3 clusters Score -1935244 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1935794.125000 Penalty: 3218.828369
	Iteration 6F: 3 clusters Score -1935794 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1936366.125000 Penalty: 3218.828369
	Iteration 7F: 3 clusters Score -1936366 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1936983.125000 Penalty: 3218.828369
	Iteration 8F: 3 clusters Score -1936983 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1937599.250000 Penalty: 3218.828369
	Iteration 9F: 3 clusters Score -1937599 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1938182.000000 Penalty: 3218.828369
	Iteration 10Q: 3 clusters Score -1938182 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1938798.000000 Penalty: 3218.828369
	Iteration 11Q: 3 clusters Score -1938798 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1939584.250000 Penalty: 3218.828369
	Iteration 12Q: 3 clusters Score -1939584 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1940250.500000 Penalty: 3218.828369
	Iteration 13Q: 3 clusters Score -1940250 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1940567.500000 Penalty: 3218.828369
	Iteration 14Q: 3 clusters Score -1940568 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1940743.750000 Penalty: 3218.828369
	Iteration 15Q: 3 clusters Score -1940744 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1940850.250000 Penalty: 3218.828369
	Iteration 16Q: 3 clusters Score -1940850 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1940932.500000 Penalty: 3218.828369
	Iteration 17Q: 3 clusters Score -1940932 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1940989.750000 Penalty: 3218.828369
	Iteration 18Q: 3 clusters Score -1940990 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1941034.500000 Penalty: 3218.828369
	Iteration 19Q: 3 clusters Score -1941034 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1941065.125000 Penalty: 3218.828369
	Iteration 20F: 3 clusters Score -1941065 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1941073.500000 Penalty: 3218.828369
	Iteration 21Q: 3 clusters Score -1941074 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1941085.000000 Penalty: 3218.828369
	Iteration 22Q: 3 clusters Score -1941085 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1941098.000000 Penalty: 3218.828369
	Iteration 23Q: 3 clusters Score -1941098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1941109.750000 Penalty: 3218.828369
	Iteration 24Q: 3 clusters Score -1941110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1941115.875000 Penalty: 3218.828369
	Iteration 25Q: 3 clusters Score -1941116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1941122.375000 Penalty: 3218.828369
	Iteration 26Q: 3 clusters Score -1941122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1941126.625000 Penalty: 3218.828369
	Iteration 27Q: 3 clusters Score -1941127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1941126.375000 Penalty: 3218.828369
	Iteration 28Q: 3 clusters Score -1941126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1941128.625000 Penalty: 3218.828369
	Iteration 29Q: 3 clusters Score -1941129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1941126.625000 Penalty: 3218.828369
	Iteration 30Q: 3 clusters Score -1941127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1941126.000000 Penalty: 3218.828369
	Iteration 31Q: 3 clusters Score -1941126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1941128.000000 Penalty: 3218.828369
	Iteration 32Q: 3 clusters Score -1941128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1941130.000000 Penalty: 3218.828369
	Iteration 33Q: 3 clusters Score -1941130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1941129.375000 Penalty: 3218.828369
	Iteration 34Q: 3 clusters Score -1941129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1941130.750000 Penalty: 3218.828369
	Iteration 35Q: 3 clusters Score -1941131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1941128.250000 Penalty: 3218.828369
	Iteration 36Q: 3 clusters Score -1941128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1941129.750000 Penalty: 3218.828369
	Iteration 37Q: 3 clusters Score -1941130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1941132.000000 Penalty: 3218.828369
	Iteration 38Q: 3 clusters Score -1941132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1941132.375000 Penalty: 3218.828369
	Iteration 39Q: 3 clusters Score -1941132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1941133.500000 Penalty: 3218.828369
	Iteration 40F: 3 clusters Score -1941134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1941132.250000 Penalty: 3218.828369
	Iteration 41Q: 3 clusters Score -1941132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1941131.250000 Penalty: 3218.828369
	Iteration 42Q: 3 clusters Score -1941131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1941132.375000 Penalty: 3218.828369
	Iteration 43Q: 3 clusters Score -1941132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1941132.375000 Penalty: 3218.828369
	Iteration 44F: 3 clusters Score -1941132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Entering Unmasked Estep 
Score: -5359026.000000 Penalty: 1766.439331
	Iteration 0F: 2 clusters Score -5359026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -5324150.500000 Penalty: 3532.878662
	Iteration 0F: 3 clusters Score -5324150 nChanged 24719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -5338564.500000 Penalty: 3532.878662
	Iteration 1F: 3 clusters Score -5338564 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -5339680.500000 Penalty: 3532.878662
	Iteration 2F: 3 clusters Score -5339680 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -5341431.500000 Penalty: 3532.878662
	Iteration 3F: 3 clusters Score -5341432 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -5344005.000000 Penalty: 3532.878662
	Iteration 4F: 3 clusters Score -5344005 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -5347356.500000 Penalty: 3532.878662
	Iteration 5F: 3 clusters Score -5347356 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -5350955.500000 Penalty: 3532.878662
	Iteration 6F: 3 clusters Score -5350956 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -5353850.500000 Penalty: 3532.878662
	Iteration 7F: 3 clusters Score -5353850 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -5355747.500000 Penalty: 3532.878662
	Iteration 8Q: 3 clusters Score -5355748 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -5356706.000000 Penalty: 3532.878662
	Iteration 9Q: 3 clusters Score -5356706 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -5357160.500000 Penalty: 3532.878662
	Iteration 10Q: 3 clusters Score -5357160 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -5357373.000000 Penalty: 3532.878662
	Iteration 11Q: 3 clusters Score -5357373 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 49430 members 
Entering Unmasked Estep 
Score: -5357492.000000 Penalty: 3532.878662
	Iteration 12Q: 3 clusters Score -5357492 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -5357599.000000 Penalty: 3532.878662
	Iteration 13Q: 3 clusters Score -5357599 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -5357704.500000 Penalty: 3532.878662
	Iteration 14Q: 3 clusters Score -5357704 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -5357794.000000 Penalty: 3532.878662
	Iteration 15Q: 3 clusters Score -5357794 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -5357862.000000 Penalty: 3532.878662
	Iteration 16Q: 3 clusters Score -5357862 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -5357909.500000 Penalty: 3532.878662
	Iteration 17Q: 3 clusters Score -5357910 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -5357947.500000 Penalty: 3532.878662
	Iteration 18Q: 3 clusters Score -5357948 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -5357987.000000 Penalty: 3532.878662
	Iteration 19Q: 3 clusters Score -5357987 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -5358001.500000 Penalty: 3532.878662
	Iteration 20F: 3 clusters Score -5358002 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -5358026.000000 Penalty: 3532.878662
	Iteration 21Q: 3 clusters Score -5358026 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -5358030.500000 Penalty: 3532.878662
	Iteration 22Q: 3 clusters Score -5358030 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 50911 members 
Entering Unmasked Estep 
Score: -5358040.000000 Penalty: 3532.878662
	Iteration 23Q: 3 clusters Score -5358040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -5358046.500000 Penalty: 3532.878662
	Iteration 24Q: 3 clusters Score -5358046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -5358045.500000 Penalty: 3532.878662
	Iteration 25Q: 3 clusters Score -5358046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -5358054.000000 Penalty: 3532.878662
	Iteration 26Q: 3 clusters Score -5358054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -5358059.000000 Penalty: 3532.878662
	Iteration 27Q: 3 clusters Score -5358059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -5358068.500000 Penalty: 3532.878662
	Iteration 28Q: 3 clusters Score -5358068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -5358067.500000 Penalty: 3532.878662
	Iteration 29Q: 3 clusters Score -5358068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -5358067.000000 Penalty: 3532.878662
	Iteration 30Q: 3 clusters Score -5358067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -5358066.000000 Penalty: 3532.878662
	Iteration 31Q: 3 clusters Score -5358066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -5358067.000000 Penalty: 3532.878662
	Iteration 32Q: 3 clusters Score -5358067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -5358070.000000 Penalty: 3532.878662
	Iteration 33Q: 3 clusters Score -5358070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -5358071.500000 Penalty: 3532.878662
	Iteration 34Q: 3 clusters Score -5358072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -5358066.000000 Penalty: 3532.878662
	Iteration 35Q: 3 clusters Score -5358066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -5358074.500000 Penalty: 3532.878662
	Iteration 36Q: 3 clusters Score -5358074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -5358077.000000 Penalty: 3532.878662
	Iteration 37Q: 3 clusters Score -5358077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -5358076.500000 Penalty: 3532.878662
	Iteration 38Q: 3 clusters Score -5358076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -5358077.000000 Penalty: 3532.878662
	Iteration 39Q: 3 clusters Score -5358077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -5358075.000000 Penalty: 3532.878662
	Iteration 40F: 3 clusters Score -5358075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -5358083.500000 Penalty: 3532.878662
	Iteration 41Q: 3 clusters Score -5358084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -5358079.000000 Penalty: 3532.878662
	Iteration 42Q: 3 clusters Score -5358079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -5358079.500000 Penalty: 3532.878662
	Iteration 43Q: 3 clusters Score -5358080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -5358083.000000 Penalty: 3532.878662
	Iteration 44Q: 3 clusters Score -5358083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -5358084.000000 Penalty: 3532.878662
	Iteration 45Q: 3 clusters Score -5358084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -5358082.500000 Penalty: 3532.878662
	Iteration 46Q: 3 clusters Score -5358082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -5358081.000000 Penalty: 3532.878662
	Iteration 47Q: 3 clusters Score -5358081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -5358081.000000 Penalty: 3532.878662
	Iteration 48F: 3 clusters Score -5358081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Entering Unmasked Estep 
Score: -1436566.875000 Penalty: 1553.088867
	Iteration 0F: 2 clusters Score -1436567 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 6988 members 
Entering Unmasked Estep 
Score: -1426665.375000 Penalty: 3106.177734
	Iteration 0F: 3 clusters Score -1426665 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1430090.000000 Penalty: 3106.177734
	Iteration 1F: 3 clusters Score -1430090 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1430391.250000 Penalty: 3106.177734
	Iteration 2F: 3 clusters Score -1430391 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1430652.750000 Penalty: 3106.177734
	Iteration 3Q: 3 clusters Score -1430653 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1430896.125000 Penalty: 3106.177734
	Iteration 4Q: 3 clusters Score -1430896 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1431161.000000 Penalty: 3106.177734
	Iteration 5Q: 3 clusters Score -1431161 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1431471.125000 Penalty: 3106.177734
	Iteration 6Q: 3 clusters Score -1431471 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1431836.375000 Penalty: 3106.177734
	Iteration 7Q: 3 clusters Score -1431836 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1432288.750000 Penalty: 3106.177734
	Iteration 8Q: 3 clusters Score -1432289 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1432757.250000 Penalty: 3106.177734
	Iteration 9Q: 3 clusters Score -1432757 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1433225.875000 Penalty: 3106.177734
	Iteration 10Q: 3 clusters Score -1433226 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1433710.500000 Penalty: 3106.177734
	Iteration 11Q: 3 clusters Score -1433710 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1434125.750000 Penalty: 3106.177734
	Iteration 12Q: 3 clusters Score -1434126 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1434425.750000 Penalty: 3106.177734
	Iteration 13Q: 3 clusters Score -1434426 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1434633.000000 Penalty: 3106.177734
	Iteration 14Q: 3 clusters Score -1434633 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1434782.625000 Penalty: 3106.177734
	Iteration 15Q: 3 clusters Score -1434783 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1434882.250000 Penalty: 3106.177734
	Iteration 16Q: 3 clusters Score -1434882 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1434950.375000 Penalty: 3106.177734
	Iteration 17Q: 3 clusters Score -1434950 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1435011.625000 Penalty: 3106.177734
	Iteration 18Q: 3 clusters Score -1435012 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1435061.875000 Penalty: 3106.177734
	Iteration 19Q: 3 clusters Score -1435062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1435092.750000 Penalty: 3106.177734
	Iteration 20F: 3 clusters Score -1435093 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1435120.375000 Penalty: 3106.177734
	Iteration 21Q: 3 clusters Score -1435120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1435133.000000 Penalty: 3106.177734
	Iteration 22Q: 3 clusters Score -1435133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1435149.875000 Penalty: 3106.177734
	Iteration 23Q: 3 clusters Score -1435150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1435166.875000 Penalty: 3106.177734
	Iteration 24Q: 3 clusters Score -1435167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1435176.500000 Penalty: 3106.177734
	Iteration 25Q: 3 clusters Score -1435176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1435184.625000 Penalty: 3106.177734
	Iteration 26Q: 3 clusters Score -1435185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1435191.875000 Penalty: 3106.177734
	Iteration 27Q: 3 clusters Score -1435192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1435197.125000 Penalty: 3106.177734
	Iteration 28Q: 3 clusters Score -1435197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1435205.875000 Penalty: 3106.177734
	Iteration 29Q: 3 clusters Score -1435206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1435212.875000 Penalty: 3106.177734
	Iteration 30Q: 3 clusters Score -1435213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1435217.625000 Penalty: 3106.177734
	Iteration 31Q: 3 clusters Score -1435218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1435229.125000 Penalty: 3106.177734
	Iteration 32Q: 3 clusters Score -1435229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1435234.750000 Penalty: 3106.177734
	Iteration 33Q: 3 clusters Score -1435235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1435244.375000 Penalty: 3106.177734
	Iteration 34Q: 3 clusters Score -1435244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1435248.750000 Penalty: 3106.177734
	Iteration 35Q: 3 clusters Score -1435249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1435254.875000 Penalty: 3106.177734
	Iteration 36Q: 3 clusters Score -1435255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1435258.750000 Penalty: 3106.177734
	Iteration 37Q: 3 clusters Score -1435259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1435263.625000 Penalty: 3106.177734
	Iteration 38Q: 3 clusters Score -1435264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1435267.625000 Penalty: 3106.177734
	Iteration 39Q: 3 clusters Score -1435268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1435269.375000 Penalty: 3106.177734
	Iteration 40F: 3 clusters Score -1435269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1435269.125000 Penalty: 3106.177734
	Iteration 41Q: 3 clusters Score -1435269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1435269.125000 Penalty: 3106.177734
	Iteration 42F: 3 clusters Score -1435269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (157674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157674 members 
Entering Unmasked Estep 
Score: -16035723.000000 Penalty: 1944.846191
	Iteration 0F: 2 clusters Score -1.603572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78910 members 
Mstep: Class 2 contains 78764 members 
Entering Unmasked Estep 
Score: -15931222.000000 Penalty: 3889.692383
	Iteration 0F: 3 clusters Score -1.593122e+07 nChanged 76094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79920 members 
Mstep: Class 2 contains 77754 members 
Entering Unmasked Estep 
Score: -15975762.000000 Penalty: 3889.692383
	Iteration 1F: 3 clusters Score -1.597576e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80631 members 
Mstep: Class 2 contains 77043 members 
Entering Unmasked Estep 
Score: -15976749.000000 Penalty: 3889.692383
	Iteration 2Q: 3 clusters Score -1.597675e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81847 members 
Mstep: Class 2 contains 75827 members 
Entering Unmasked Estep 
Score: -15977683.000000 Penalty: 3889.692383
	Iteration 3Q: 3 clusters Score -1.597768e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83811 members 
Mstep: Class 2 contains 73863 members 
Entering Unmasked Estep 
Score: -15979111.000000 Penalty: 3889.692383
	Iteration 4Q: 3 clusters Score -1.597911e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86771 members 
Mstep: Class 2 contains 70903 members 
Entering Unmasked Estep 
Score: -15980900.000000 Penalty: 3889.692383
	Iteration 5Q: 3 clusters Score -1.59809e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91311 members 
Mstep: Class 2 contains 66363 members 
Entering Unmasked Estep 
Score: -15983740.000000 Penalty: 3889.692383
	Iteration 6Q: 3 clusters Score -1.598374e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97712 members 
Mstep: Class 2 contains 59962 members 
Entering Unmasked Estep 
Score: -15988151.000000 Penalty: 3889.692383
	Iteration 7F: 3 clusters Score -1.598815e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106074 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -15995009.000000 Penalty: 3889.692383
	Iteration 8F: 3 clusters Score -1.599501e+07 nChanged 10999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115363 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -16003742.000000 Penalty: 3889.692383
	Iteration 9F: 3 clusters Score -1.600374e+07 nChanged 10271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124064 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -16012476.000000 Penalty: 3889.692383
	Iteration 10F: 3 clusters Score -1.601248e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130779 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -16018677.000000 Penalty: 3889.692383
	Iteration 11F: 3 clusters Score -1.601868e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135680 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -16022579.000000 Penalty: 3889.692383
	Iteration 12Q: 3 clusters Score -1.602258e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139394 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -16025019.000000 Penalty: 3889.692383
	Iteration 13Q: 3 clusters Score -1.602502e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142559 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -16026859.000000 Penalty: 3889.692383
	Iteration 14Q: 3 clusters Score -1.602686e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145381 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -16028394.000000 Penalty: 3889.692383
	Iteration 15Q: 3 clusters Score -1.602839e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147886 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -16029682.000000 Penalty: 3889.692383
	Iteration 16Q: 3 clusters Score -1.602968e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150019 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -16030850.000000 Penalty: 3889.692383
	Iteration 17Q: 3 clusters Score -1.603085e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151844 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -16031824.000000 Penalty: 3889.692383
	Iteration 18Q: 3 clusters Score -1.603182e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153266 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -16032461.000000 Penalty: 3889.692383
	Iteration 19Q: 3 clusters Score -1.603246e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154380 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -16032914.000000 Penalty: 3889.692383
	Iteration 20F: 3 clusters Score -1.603291e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155203 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -16033215.000000 Penalty: 3889.692383
	Iteration 21Q: 3 clusters Score -1.603322e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155804 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -16033520.000000 Penalty: 3889.692383
	Iteration 22Q: 3 clusters Score -1.603352e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156231 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -16033694.000000 Penalty: 3889.692383
	Iteration 23Q: 3 clusters Score -1.603369e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156504 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -16033834.000000 Penalty: 3889.692383
	Iteration 24Q: 3 clusters Score -1.603383e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156718 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -16033902.000000 Penalty: 3889.692383
	Iteration 25Q: 3 clusters Score -1.60339e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156893 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -16033979.000000 Penalty: 3889.692383
	Iteration 26Q: 3 clusters Score -1.603398e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157007 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -16034018.000000 Penalty: 3889.692383
	Iteration 27Q: 3 clusters Score -1.603402e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157070 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -16034066.000000 Penalty: 3889.692383
	Iteration 28Q: 3 clusters Score -1.603407e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157112 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -16034068.000000 Penalty: 3889.692383
	Iteration 29Q: 3 clusters Score -1.603407e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157147 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -16034104.000000 Penalty: 3889.692383
	Iteration 30Q: 3 clusters Score -1.60341e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157177 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -16034127.000000 Penalty: 3889.692383
	Iteration 31Q: 3 clusters Score -1.603413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157197 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -16034157.000000 Penalty: 3889.692383
	Iteration 32Q: 3 clusters Score -1.603416e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157218 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -16034156.000000 Penalty: 3889.692383
	Iteration 33Q: 3 clusters Score -1.603416e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157236 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -16034181.000000 Penalty: 3889.692383
	Iteration 34Q: 3 clusters Score -1.603418e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157250 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -16034185.000000 Penalty: 3889.692383
	Iteration 35Q: 3 clusters Score -1.603418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157261 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -16034182.000000 Penalty: 3889.692383
	Iteration 36Q: 3 clusters Score -1.603418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157270 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -16034190.000000 Penalty: 3889.692383
	Iteration 37Q: 3 clusters Score -1.603419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157281 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -16034202.000000 Penalty: 3889.692383
	Iteration 38Q: 3 clusters Score -1.60342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157287 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -16034200.000000 Penalty: 3889.692383
	Iteration 39Q: 3 clusters Score -1.60342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157290 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -16034207.000000 Penalty: 3889.692383
	Iteration 40F: 3 clusters Score -1.603421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157298 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -16034215.000000 Penalty: 3889.692383
	Iteration 41Q: 3 clusters Score -1.603422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157301 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -16034210.000000 Penalty: 3889.692383
	Iteration 42Q: 3 clusters Score -1.603421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157301 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -16034211.000000 Penalty: 3889.692383
	Iteration 43Q: 3 clusters Score -1.603421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157301 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -16034211.000000 Penalty: 3889.692383
	Iteration 44F: 3 clusters Score -1.603421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Entering Unmasked Estep 
Score: -667887.062500 Penalty: 1428.319824
	Iteration 0F: 2 clusters Score -667887.1 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 3212 members 
Entering Unmasked Estep 
Score: -662928.375000 Penalty: 2856.639648
	Iteration 0F: 3 clusters Score -662928.4 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -664411.625000 Penalty: 2856.639648
	Iteration 1F: 3 clusters Score -664411.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -664609.562500 Penalty: 2856.639648
	Iteration 2F: 3 clusters Score -664609.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -664773.437500 Penalty: 2856.639648
	Iteration 3Q: 3 clusters Score -664773.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -664962.812500 Penalty: 2856.639648
	Iteration 4F: 3 clusters Score -664962.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -665194.062500 Penalty: 2856.639648
	Iteration 5F: 3 clusters Score -665194.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -665447.062500 Penalty: 2856.639648
	Iteration 6F: 3 clusters Score -665447.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -665706.625000 Penalty: 2856.639648
	Iteration 7F: 3 clusters Score -665706.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -665947.375000 Penalty: 2856.639648
	Iteration 8Q: 3 clusters Score -665947.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -666166.062500 Penalty: 2856.639648
	Iteration 9Q: 3 clusters Score -666166.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -666355.125000 Penalty: 2856.639648
	Iteration 10Q: 3 clusters Score -666355.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -666520.687500 Penalty: 2856.639648
	Iteration 11Q: 3 clusters Score -666520.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -666620.812500 Penalty: 2856.639648
	Iteration 12Q: 3 clusters Score -666620.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -666679.187500 Penalty: 2856.639648
	Iteration 13Q: 3 clusters Score -666679.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -666733.437500 Penalty: 2856.639648
	Iteration 14Q: 3 clusters Score -666733.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -666766.625000 Penalty: 2856.639648
	Iteration 15Q: 3 clusters Score -666766.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -666793.375000 Penalty: 2856.639648
	Iteration 16Q: 3 clusters Score -666793.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -666805.875000 Penalty: 2856.639648
	Iteration 17Q: 3 clusters Score -666805.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -666812.562500 Penalty: 2856.639648
	Iteration 18Q: 3 clusters Score -666812.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -666815.687500 Penalty: 2856.639648
	Iteration 19Q: 3 clusters Score -666815.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -666817.000000 Penalty: 2856.639648
	Iteration 20F: 3 clusters Score -666817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -666819.375000 Penalty: 2856.639648
	Iteration 21Q: 3 clusters Score -666819.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -666821.937500 Penalty: 2856.639648
	Iteration 22Q: 3 clusters Score -666821.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -666824.687500 Penalty: 2856.639648
	Iteration 23Q: 3 clusters Score -666824.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -666825.750000 Penalty: 2856.639648
	Iteration 24Q: 3 clusters Score -666825.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -666826.250000 Penalty: 2856.639648
	Iteration 25Q: 3 clusters Score -666826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -666827.875000 Penalty: 2856.639648
	Iteration 26Q: 3 clusters Score -666827.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -666828.625000 Penalty: 2856.639648
	Iteration 27Q: 3 clusters Score -666828.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -666829.312500 Penalty: 2856.639648
	Iteration 28Q: 3 clusters Score -666829.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -666829.000000 Penalty: 2856.639648
	Iteration 29Q: 3 clusters Score -666829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -666830.562500 Penalty: 2856.639648
	Iteration 30Q: 3 clusters Score -666830.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -666830.562500 Penalty: 2856.639648
	Iteration 31F: 3 clusters Score -666830.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (172172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172172 members 
Entering Unmasked Estep 
Score: -17675644.000000 Penalty: 1959.140503
	Iteration 0F: 2 clusters Score -1.767564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85946 members 
Mstep: Class 2 contains 86226 members 
Entering Unmasked Estep 
Score: -17567678.000000 Penalty: 3918.281006
	Iteration 0F: 3 clusters Score -1.756768e+07 nChanged 83086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81546 members 
Mstep: Class 2 contains 90626 members 
Entering Unmasked Estep 
Score: -17616940.000000 Penalty: 3918.281006
	Iteration 1F: 3 clusters Score -1.761694e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78878 members 
Mstep: Class 2 contains 93294 members 
Entering Unmasked Estep 
Score: -17618220.000000 Penalty: 3918.281006
	Iteration 2Q: 3 clusters Score -1.761822e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74890 members 
Mstep: Class 2 contains 97282 members 
Entering Unmasked Estep 
Score: -17620220.000000 Penalty: 3918.281006
	Iteration 3Q: 3 clusters Score -1.762022e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69420 members 
Mstep: Class 2 contains 102752 members 
Entering Unmasked Estep 
Score: -17623394.000000 Penalty: 3918.281006
	Iteration 4Q: 3 clusters Score -1.762339e+07 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62455 members 
Mstep: Class 2 contains 109717 members 
Entering Unmasked Estep 
Score: -17627978.000000 Penalty: 3918.281006
	Iteration 5F: 3 clusters Score -1.762798e+07 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 118136 members 
Entering Unmasked Estep 
Score: -17634962.000000 Penalty: 3918.281006
	Iteration 6F: 3 clusters Score -1.763496e+07 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 126601 members 
Entering Unmasked Estep 
Score: -17643456.000000 Penalty: 3918.281006
	Iteration 7F: 3 clusters Score -1.764346e+07 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 133223 members 
Entering Unmasked Estep 
Score: -17652314.000000 Penalty: 3918.281006
	Iteration 8F: 3 clusters Score -1.765231e+07 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 136748 members 
Entering Unmasked Estep 
Score: -17658922.000000 Penalty: 3918.281006
	Iteration 9F: 3 clusters Score -1.765892e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 137939 members 
Entering Unmasked Estep 
Score: -17662284.000000 Penalty: 3918.281006
	Iteration 10Q: 3 clusters Score -1.766228e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 138418 members 
Entering Unmasked Estep 
Score: -17663326.000000 Penalty: 3918.281006
	Iteration 11Q: 3 clusters Score -1.766333e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 138813 members 
Entering Unmasked Estep 
Score: -17663754.000000 Penalty: 3918.281006
	Iteration 12Q: 3 clusters Score -1.766375e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 139239 members 
Entering Unmasked Estep 
Score: -17664060.000000 Penalty: 3918.281006
	Iteration 13Q: 3 clusters Score -1.766406e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 139617 members 
Entering Unmasked Estep 
Score: -17664340.000000 Penalty: 3918.281006
	Iteration 14Q: 3 clusters Score -1.766434e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 139973 members 
Entering Unmasked Estep 
Score: -17664626.000000 Penalty: 3918.281006
	Iteration 15Q: 3 clusters Score -1.766463e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 140323 members 
Entering Unmasked Estep 
Score: -17664862.000000 Penalty: 3918.281006
	Iteration 16Q: 3 clusters Score -1.766486e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 140677 members 
Entering Unmasked Estep 
Score: -17665164.000000 Penalty: 3918.281006
	Iteration 17Q: 3 clusters Score -1.766516e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 141013 members 
Entering Unmasked Estep 
Score: -17665344.000000 Penalty: 3918.281006
	Iteration 18Q: 3 clusters Score -1.766534e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 141316 members 
Entering Unmasked Estep 
Score: -17665484.000000 Penalty: 3918.281006
	Iteration 19Q: 3 clusters Score -1.766548e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 141614 members 
Entering Unmasked Estep 
Score: -17665646.000000 Penalty: 3918.281006
	Iteration 20F: 3 clusters Score -1.766565e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 141866 members 
Entering Unmasked Estep 
Score: -17665838.000000 Penalty: 3918.281006
	Iteration 21Q: 3 clusters Score -1.766584e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 142049 members 
Entering Unmasked Estep 
Score: -17665980.000000 Penalty: 3918.281006
	Iteration 22Q: 3 clusters Score -1.766598e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 142243 members 
Entering Unmasked Estep 
Score: -17666146.000000 Penalty: 3918.281006
	Iteration 23Q: 3 clusters Score -1.766615e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 142416 members 
Entering Unmasked Estep 
Score: -17666306.000000 Penalty: 3918.281006
	Iteration 24Q: 3 clusters Score -1.766631e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 142558 members 
Entering Unmasked Estep 
Score: -17666398.000000 Penalty: 3918.281006
	Iteration 25Q: 3 clusters Score -1.76664e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 142700 members 
Entering Unmasked Estep 
Score: -17666594.000000 Penalty: 3918.281006
	Iteration 26Q: 3 clusters Score -1.766659e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 142843 members 
Entering Unmasked Estep 
Score: -17666682.000000 Penalty: 3918.281006
	Iteration 27Q: 3 clusters Score -1.766668e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 143020 members 
Entering Unmasked Estep 
Score: -17666726.000000 Penalty: 3918.281006
	Iteration 28Q: 3 clusters Score -1.766673e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 143223 members 
Entering Unmasked Estep 
Score: -17666888.000000 Penalty: 3918.281006
	Iteration 29Q: 3 clusters Score -1.766689e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 143451 members 
Entering Unmasked Estep 
Score: -17666960.000000 Penalty: 3918.281006
	Iteration 30Q: 3 clusters Score -1.766696e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 143705 members 
Entering Unmasked Estep 
Score: -17667092.000000 Penalty: 3918.281006
	Iteration 31Q: 3 clusters Score -1.766709e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 143976 members 
Entering Unmasked Estep 
Score: -17667170.000000 Penalty: 3918.281006
	Iteration 32Q: 3 clusters Score -1.766717e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 144292 members 
Entering Unmasked Estep 
Score: -17667326.000000 Penalty: 3918.281006
	Iteration 33Q: 3 clusters Score -1.766733e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 144617 members 
Entering Unmasked Estep 
Score: -17667406.000000 Penalty: 3918.281006
	Iteration 34Q: 3 clusters Score -1.766741e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 144976 members 
Entering Unmasked Estep 
Score: -17667514.000000 Penalty: 3918.281006
	Iteration 35Q: 3 clusters Score -1.766751e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 145401 members 
Entering Unmasked Estep 
Score: -17667698.000000 Penalty: 3918.281006
	Iteration 36Q: 3 clusters Score -1.76677e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 145845 members 
Entering Unmasked Estep 
Score: -17667874.000000 Penalty: 3918.281006
	Iteration 37Q: 3 clusters Score -1.766787e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 146291 members 
Entering Unmasked Estep 
Score: -17667956.000000 Penalty: 3918.281006
	Iteration 38Q: 3 clusters Score -1.766796e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 146754 members 
Entering Unmasked Estep 
Score: -17668168.000000 Penalty: 3918.281006
	Iteration 39Q: 3 clusters Score -1.766817e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 147259 members 
Entering Unmasked Estep 
Score: -17668300.000000 Penalty: 3918.281006
	Iteration 40F: 3 clusters Score -1.76683e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 147765 members 
Entering Unmasked Estep 
Score: -17668458.000000 Penalty: 3918.281006
	Iteration 41Q: 3 clusters Score -1.766846e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 148341 members 
Entering Unmasked Estep 
Score: -17668632.000000 Penalty: 3918.281006
	Iteration 42Q: 3 clusters Score -1.766863e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 148953 members 
Entering Unmasked Estep 
Score: -17668742.000000 Penalty: 3918.281006
	Iteration 43Q: 3 clusters Score -1.766874e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 149576 members 
Entering Unmasked Estep 
Score: -17668954.000000 Penalty: 3918.281006
	Iteration 44Q: 3 clusters Score -1.766895e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 150183 members 
Entering Unmasked Estep 
Score: -17669144.000000 Penalty: 3918.281006
	Iteration 45Q: 3 clusters Score -1.766914e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 150805 members 
Entering Unmasked Estep 
Score: -17669302.000000 Penalty: 3918.281006
	Iteration 46Q: 3 clusters Score -1.76693e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 151476 members 
Entering Unmasked Estep 
Score: -17669572.000000 Penalty: 3918.281006
	Iteration 47Q: 3 clusters Score -1.766957e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 152237 members 
Entering Unmasked Estep 
Score: -17669706.000000 Penalty: 3918.281006
	Iteration 48Q: 3 clusters Score -1.766971e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 153033 members 
Entering Unmasked Estep 
Score: -17669890.000000 Penalty: 3918.281006
	Iteration 49Q: 3 clusters Score -1.766989e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 153833 members 
Entering Unmasked Estep 
Score: -17670108.000000 Penalty: 3918.281006
	Iteration 50Q: 3 clusters Score -1.767011e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 154693 members 
Entering Unmasked Estep 
Score: -17670324.000000 Penalty: 3918.281006
	Iteration 51Q: 3 clusters Score -1.767032e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 155610 members 
Entering Unmasked Estep 
Score: -17670544.000000 Penalty: 3918.281006
	Iteration 52Q: 3 clusters Score -1.767054e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 156562 members 
Entering Unmasked Estep 
Score: -17670844.000000 Penalty: 3918.281006
	Iteration 53Q: 3 clusters Score -1.767084e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 157495 members 
Entering Unmasked Estep 
Score: -17670980.000000 Penalty: 3918.281006
	Iteration 54Q: 3 clusters Score -1.767098e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 158455 members 
Entering Unmasked Estep 
Score: -17671232.000000 Penalty: 3918.281006
	Iteration 55Q: 3 clusters Score -1.767123e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 159431 members 
Entering Unmasked Estep 
Score: -17671398.000000 Penalty: 3918.281006
	Iteration 56Q: 3 clusters Score -1.76714e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 160367 members 
Entering Unmasked Estep 
Score: -17671676.000000 Penalty: 3918.281006
	Iteration 57Q: 3 clusters Score -1.767168e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 161269 members 
Entering Unmasked Estep 
Score: -17671804.000000 Penalty: 3918.281006
	Iteration 58Q: 3 clusters Score -1.76718e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 162165 members 
Entering Unmasked Estep 
Score: -17672034.000000 Penalty: 3918.281006
	Iteration 59Q: 3 clusters Score -1.767203e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 163008 members 
Entering Unmasked Estep 
Score: -17672154.000000 Penalty: 3918.281006
	Iteration 60F: 3 clusters Score -1.767215e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 163802 members 
Entering Unmasked Estep 
Score: -17672262.000000 Penalty: 3918.281006
	Iteration 61Q: 3 clusters Score -1.767226e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 164574 members 
Entering Unmasked Estep 
Score: -17672424.000000 Penalty: 3918.281006
	Iteration 62Q: 3 clusters Score -1.767242e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 165308 members 
Entering Unmasked Estep 
Score: -17672584.000000 Penalty: 3918.281006
	Iteration 63Q: 3 clusters Score -1.767258e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 166036 members 
Entering Unmasked Estep 
Score: -17672868.000000 Penalty: 3918.281006
	Iteration 64Q: 3 clusters Score -1.767287e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 166721 members 
Entering Unmasked Estep 
Score: -17672966.000000 Penalty: 3918.281006
	Iteration 65Q: 3 clusters Score -1.767297e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 167375 members 
Entering Unmasked Estep 
Score: -17673192.000000 Penalty: 3918.281006
	Iteration 66Q: 3 clusters Score -1.767319e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 167996 members 
Entering Unmasked Estep 
Score: -17673324.000000 Penalty: 3918.281006
	Iteration 67Q: 3 clusters Score -1.767332e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 168538 members 
Entering Unmasked Estep 
Score: -17673518.000000 Penalty: 3918.281006
	Iteration 68Q: 3 clusters Score -1.767352e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 169011 members 
Entering Unmasked Estep 
Score: -17673630.000000 Penalty: 3918.281006
	Iteration 69Q: 3 clusters Score -1.767363e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 169450 members 
Entering Unmasked Estep 
Score: -17673664.000000 Penalty: 3918.281006
	Iteration 70Q: 3 clusters Score -1.767366e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 169793 members 
Entering Unmasked Estep 
Score: -17673778.000000 Penalty: 3918.281006
	Iteration 71Q: 3 clusters Score -1.767378e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 170082 members 
Entering Unmasked Estep 
Score: -17673820.000000 Penalty: 3918.281006
	Iteration 72Q: 3 clusters Score -1.767382e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 170341 members 
Entering Unmasked Estep 
Score: -17673868.000000 Penalty: 3918.281006
	Iteration 73Q: 3 clusters Score -1.767387e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 170521 members 
Entering Unmasked Estep 
Score: -17673876.000000 Penalty: 3918.281006
	Iteration 74Q: 3 clusters Score -1.767388e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 170690 members 
Entering Unmasked Estep 
Score: -17673936.000000 Penalty: 3918.281006
	Iteration 75Q: 3 clusters Score -1.767394e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 170834 members 
Entering Unmasked Estep 
Score: -17673934.000000 Penalty: 3918.281006
	Iteration 76Q: 3 clusters Score -1.767393e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 170937 members 
Entering Unmasked Estep 
Score: -17673966.000000 Penalty: 3918.281006
	Iteration 77Q: 3 clusters Score -1.767397e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 171031 members 
Entering Unmasked Estep 
Score: -17673974.000000 Penalty: 3918.281006
	Iteration 78Q: 3 clusters Score -1.767397e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 171115 members 
Entering Unmasked Estep 
Score: -17674006.000000 Penalty: 3918.281006
	Iteration 79Q: 3 clusters Score -1.767401e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 171189 members 
Entering Unmasked Estep 
Score: -17674018.000000 Penalty: 3918.281006
	Iteration 80F: 3 clusters Score -1.767402e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 171245 members 
Entering Unmasked Estep 
Score: -17674056.000000 Penalty: 3918.281006
	Iteration 81Q: 3 clusters Score -1.767406e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 171287 members 
Entering Unmasked Estep 
Score: -17674084.000000 Penalty: 3918.281006
	Iteration 82Q: 3 clusters Score -1.767408e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 171317 members 
Entering Unmasked Estep 
Score: -17674086.000000 Penalty: 3918.281006
	Iteration 83Q: 3 clusters Score -1.767409e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 171343 members 
Entering Unmasked Estep 
Score: -17674098.000000 Penalty: 3918.281006
	Iteration 84Q: 3 clusters Score -1.76741e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 171367 members 
Entering Unmasked Estep 
Score: -17674120.000000 Penalty: 3918.281006
	Iteration 85Q: 3 clusters Score -1.767412e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 171383 members 
Entering Unmasked Estep 
Score: -17674132.000000 Penalty: 3918.281006
	Iteration 86Q: 3 clusters Score -1.767413e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 171398 members 
Entering Unmasked Estep 
Score: -17674134.000000 Penalty: 3918.281006
	Iteration 87Q: 3 clusters Score -1.767413e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 171411 members 
Entering Unmasked Estep 
Score: -17674138.000000 Penalty: 3918.281006
	Iteration 88Q: 3 clusters Score -1.767414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 171425 members 
Entering Unmasked Estep 
Score: -17674138.000000 Penalty: 3918.281006
	Iteration 89Q: 3 clusters Score -1.767414e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 171438 members 
Entering Unmasked Estep 
Score: -17674146.000000 Penalty: 3918.281006
	Iteration 90Q: 3 clusters Score -1.767415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 171445 members 
Entering Unmasked Estep 
Score: -17674160.000000 Penalty: 3918.281006
	Iteration 91Q: 3 clusters Score -1.767416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 171454 members 
Entering Unmasked Estep 
Score: -17674178.000000 Penalty: 3918.281006
	Iteration 92Q: 3 clusters Score -1.767418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 171460 members 
Entering Unmasked Estep 
Score: -17674160.000000 Penalty: 3918.281006
	Iteration 93Q: 3 clusters Score -1.767416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 171467 members 
Entering Unmasked Estep 
Score: -17674168.000000 Penalty: 3918.281006
	Iteration 94Q: 3 clusters Score -1.767417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 171474 members 
Entering Unmasked Estep 
Score: -17674160.000000 Penalty: 3918.281006
	Iteration 95Q: 3 clusters Score -1.767416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 171486 members 
Entering Unmasked Estep 
Score: -17674164.000000 Penalty: 3918.281006
	Iteration 96Q: 3 clusters Score -1.767416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 171492 members 
Entering Unmasked Estep 
Score: -17674180.000000 Penalty: 3918.281006
	Iteration 97Q: 3 clusters Score -1.767418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 171496 members 
Entering Unmasked Estep 
Score: -17674180.000000 Penalty: 3918.281006
	Iteration 98Q: 3 clusters Score -1.767418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 171502 members 
Entering Unmasked Estep 
Score: -17674182.000000 Penalty: 3918.281006
	Iteration 99Q: 3 clusters Score -1.767418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 171503 members 
Entering Unmasked Estep 
Score: -17674174.000000 Penalty: 3918.281006
	Iteration 100F: 3 clusters Score -1.767417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 171503 members 
Entering Unmasked Estep 
Score: -17674186.000000 Penalty: 3918.281006
	Iteration 101Q: 3 clusters Score -1.767419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 171502 members 
Entering Unmasked Estep 
Score: -17674190.000000 Penalty: 3918.281006
	Iteration 102Q: 3 clusters Score -1.767419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 171502 members 
Entering Unmasked Estep 
Score: -17674190.000000 Penalty: 3918.281006
	Iteration 103F: 3 clusters Score -1.767419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3475 members 
Mstep: Class 5 contains 146891 members 
Mstep: Class 6 contains 82638 members 
Mstep: Class 7 contains 1650 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 141928 members 
Mstep: Class 11 contains 172749 members 
Mstep: Class 12 contains 15004 members 
Mstep: Class 13 contains 161153 members 
Mstep: Class 14 contains 117187 members 
Mstep: Class 15 contains 14680 members 
Mstep: Class 16 contains 20012 members 
Mstep: Class 17 contains 52596 members 
Mstep: Class 18 contains 14150 members 
Mstep: Class 19 contains 157674 members 
Mstep: Class 20 contains 6566 members 
Mstep: Class 22 contains 172172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958408.000000 Penalty: 41147.996094
Iteration 239Q: 19 clusters Score -1.279584e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 5 contains 146890 members 
Mstep: Class 6 contains 82646 members 
Mstep: Class 7 contains 1648 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 141943 members 
Mstep: Class 11 contains 172751 members 
Mstep: Class 12 contains 15003 members 
Mstep: Class 13 contains 161167 members 
Mstep: Class 14 contains 117190 members 
Mstep: Class 15 contains 14671 members 
Mstep: Class 16 contains 20014 members 
Mstep: Class 17 contains 52599 members 
Mstep: Class 18 contains 14114 members 
Mstep: Class 19 contains 157668 members 
Mstep: Class 20 contains 6566 members 
Mstep: Class 22 contains 172182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958472.000000 Penalty: 41147.996094
Iteration 240F: 19 clusters Score -1.279585e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 5 contains 146895 members 
Mstep: Class 6 contains 82648 members 
Mstep: Class 7 contains 1648 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 141957 members 
Mstep: Class 11 contains 172763 members 
Mstep: Class 12 contains 15000 members 
Mstep: Class 13 contains 161184 members 
Mstep: Class 14 contains 117189 members 
Mstep: Class 15 contains 14656 members 
Mstep: Class 16 contains 20013 members 
Mstep: Class 17 contains 52599 members 
Mstep: Class 18 contains 14070 members 
Mstep: Class 19 contains 157673 members 
Mstep: Class 20 contains 6568 members 
Mstep: Class 22 contains 172189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958600.000000 Penalty: 41147.996094
Iteration 241Q: 19 clusters Score -1.279586e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3470 members 
Mstep: Class 5 contains 146889 members 
Mstep: Class 6 contains 82666 members 
Mstep: Class 7 contains 1648 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 141978 members 
Mstep: Class 11 contains 172759 members 
Mstep: Class 12 contains 14997 members 
Mstep: Class 13 contains 161209 members 
Mstep: Class 14 contains 117192 members 
Mstep: Class 15 contains 14648 members 
Mstep: Class 16 contains 20013 members 
Mstep: Class 17 contains 52601 members 
Mstep: Class 18 contains 14012 members 
Mstep: Class 19 contains 157676 members 
Mstep: Class 20 contains 6570 members 
Mstep: Class 22 contains 172198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958680.000000 Penalty: 41147.996094
Iteration 242Q: 19 clusters Score -1.279587e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 3464 members 
Mstep: Class 5 contains 146884 members 
Mstep: Class 6 contains 82675 members 
Mstep: Class 7 contains 1648 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 142010 members 
Mstep: Class 11 contains 172753 members 
Mstep: Class 12 contains 14996 members 
Mstep: Class 13 contains 161229 members 
Mstep: Class 14 contains 117194 members 
Mstep: Class 15 contains 14639 members 
Mstep: Class 16 contains 20008 members 
Mstep: Class 17 contains 52603 members 
Mstep: Class 18 contains 13961 members 
Mstep: Class 19 contains 157676 members 
Mstep: Class 20 contains 6571 members 
Mstep: Class 22 contains 172216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958464.000000 Penalty: 41147.996094
Iteration 243Q: 19 clusters Score -1.279585e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3459 members 
Mstep: Class 5 contains 146880 members 
Mstep: Class 6 contains 82693 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 142038 members 
Mstep: Class 11 contains 172738 members 
Mstep: Class 12 contains 14996 members 
Mstep: Class 13 contains 161236 members 
Mstep: Class 14 contains 117193 members 
Mstep: Class 15 contains 14628 members 
Mstep: Class 16 contains 20003 members 
Mstep: Class 17 contains 52602 members 
Mstep: Class 18 contains 13924 members 
Mstep: Class 19 contains 157689 members 
Mstep: Class 20 contains 6571 members 
Mstep: Class 22 contains 172228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958592.000000 Penalty: 41147.996094
Iteration 244Q: 19 clusters Score -1.279586e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3455 members 
Mstep: Class 5 contains 146872 members 
Mstep: Class 6 contains 82711 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 142068 members 
Mstep: Class 11 contains 172729 members 
Mstep: Class 12 contains 14995 members 
Mstep: Class 13 contains 161241 members 
Mstep: Class 14 contains 117188 members 
Mstep: Class 15 contains 14618 members 
Mstep: Class 16 contains 19999 members 
Mstep: Class 17 contains 52605 members 
Mstep: Class 18 contains 13894 members 
Mstep: Class 19 contains 157690 members 
Mstep: Class 20 contains 6571 members 
Mstep: Class 22 contains 172244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958576.000000 Penalty: 41147.996094
Iteration 245Q: 19 clusters Score -1.279586e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 5 contains 146874 members 
Mstep: Class 6 contains 82732 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 142085 members 
Mstep: Class 11 contains 172714 members 
Mstep: Class 12 contains 14989 members 
Mstep: Class 13 contains 161258 members 
Mstep: Class 14 contains 117194 members 
Mstep: Class 15 contains 14600 members 
Mstep: Class 16 contains 20001 members 
Mstep: Class 17 contains 52609 members 
Mstep: Class 18 contains 13863 members 
Mstep: Class 19 contains 157698 members 
Mstep: Class 20 contains 6570 members 
Mstep: Class 22 contains 172244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958560.000000 Penalty: 41147.996094
Iteration 246Q: 19 clusters Score -1.279586e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3447 members 
Mstep: Class 5 contains 146873 members 
Mstep: Class 6 contains 82748 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 142099 members 
Mstep: Class 11 contains 172712 members 
Mstep: Class 12 contains 14988 members 
Mstep: Class 13 contains 161274 members 
Mstep: Class 14 contains 117199 members 
Mstep: Class 15 contains 14592 members 
Mstep: Class 16 contains 19990 members 
Mstep: Class 17 contains 52615 members 
Mstep: Class 18 contains 13828 members 
Mstep: Class 19 contains 157707 members 
Mstep: Class 20 contains 6572 members 
Mstep: Class 22 contains 172236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958464.000000 Penalty: 41147.996094
Iteration 247Q: 19 clusters Score -1.279585e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3446 members 
Mstep: Class 5 contains 146869 members 
Mstep: Class 6 contains 82754 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 142112 members 
Mstep: Class 11 contains 172699 members 
Mstep: Class 12 contains 14988 members 
Mstep: Class 13 contains 161307 members 
Mstep: Class 14 contains 117203 members 
Mstep: Class 15 contains 14592 members 
Mstep: Class 16 contains 19978 members 
Mstep: Class 17 contains 52623 members 
Mstep: Class 18 contains 13793 members 
Mstep: Class 19 contains 157712 members 
Mstep: Class 20 contains 6572 members 
Mstep: Class 22 contains 172232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958392.000000 Penalty: 41147.996094
Iteration 248Q: 19 clusters Score -1.279584e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3444 members 
Mstep: Class 5 contains 146870 members 
Mstep: Class 6 contains 82768 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 142125 members 
Mstep: Class 11 contains 172687 members 
Mstep: Class 12 contains 14991 members 
Mstep: Class 13 contains 161315 members 
Mstep: Class 14 contains 117199 members 
Mstep: Class 15 contains 14585 members 
Mstep: Class 16 contains 19975 members 
Mstep: Class 17 contains 52627 members 
Mstep: Class 18 contains 13768 members 
Mstep: Class 19 contains 157719 members 
Mstep: Class 20 contains 6574 members 
Mstep: Class 22 contains 172233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958440.000000 Penalty: 41147.996094
Iteration 249Q: 19 clusters Score -1.279584e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3444 members 
Mstep: Class 5 contains 146881 members 
Mstep: Class 6 contains 82781 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 142140 members 
Mstep: Class 11 contains 172669 members 
Mstep: Class 12 contains 14993 members 
Mstep: Class 13 contains 161306 members 
Mstep: Class 14 contains 117201 members 
Mstep: Class 15 contains 14582 members 
Mstep: Class 16 contains 19975 members 
Mstep: Class 17 contains 52633 members 
Mstep: Class 18 contains 13743 members 
Mstep: Class 19 contains 157724 members 
Mstep: Class 20 contains 6574 members 
Mstep: Class 22 contains 172234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958296.000000 Penalty: 41147.996094
Iteration 250Q: 19 clusters Score -1.279583e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3443 members 
Mstep: Class 5 contains 146888 members 
Mstep: Class 6 contains 82806 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 142158 members 
Mstep: Class 11 contains 172643 members 
Mstep: Class 12 contains 14995 members 
Mstep: Class 13 contains 161303 members 
Mstep: Class 14 contains 117201 members 
Mstep: Class 15 contains 14581 members 
Mstep: Class 16 contains 19972 members 
Mstep: Class 17 contains 52636 members 
Mstep: Class 18 contains 13724 members 
Mstep: Class 19 contains 157720 members 
Mstep: Class 20 contains 6574 members 
Mstep: Class 22 contains 172236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958256.000000 Penalty: 41147.996094
Iteration 251Q: 19 clusters Score -1.279583e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 3439 members 
Mstep: Class 5 contains 146893 members 
Mstep: Class 6 contains 82826 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 142169 members 
Mstep: Class 11 contains 172629 members 
Mstep: Class 12 contains 14995 members 
Mstep: Class 13 contains 161296 members 
Mstep: Class 14 contains 117206 members 
Mstep: Class 15 contains 14583 members 
Mstep: Class 16 contains 19973 members 
Mstep: Class 17 contains 52640 members 
Mstep: Class 18 contains 13708 members 
Mstep: Class 19 contains 157718 members 
Mstep: Class 20 contains 6574 members 
Mstep: Class 22 contains 172232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958248.000000 Penalty: 41147.996094
Iteration 252Q: 19 clusters Score -1.279582e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3440 members 
Mstep: Class 5 contains 146903 members 
Mstep: Class 6 contains 82834 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 142183 members 
Mstep: Class 11 contains 172622 members 
Mstep: Class 12 contains 14991 members 
Mstep: Class 13 contains 161294 members 
Mstep: Class 14 contains 117207 members 
Mstep: Class 15 contains 14589 members 
Mstep: Class 16 contains 19967 members 
Mstep: Class 17 contains 52644 members 
Mstep: Class 18 contains 13685 members 
Mstep: Class 19 contains 157715 members 
Mstep: Class 20 contains 6574 members 
Mstep: Class 22 contains 172232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958192.000000 Penalty: 41147.996094
Iteration 253Q: 19 clusters Score -1.279582e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 3438 members 
Mstep: Class 5 contains 146909 members 
Mstep: Class 6 contains 82831 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 4330 members 
Mstep: Class 9 contains 142197 members 
Mstep: Class 11 contains 172625 members 
Mstep: Class 12 contains 14987 members 
Mstep: Class 13 contains 161285 members 
Mstep: Class 14 contains 117208 members 
Mstep: Class 15 contains 14592 members 
Mstep: Class 16 contains 19970 members 
Mstep: Class 17 contains 52645 members 
Mstep: Class 18 contains 13669 members 
Mstep: Class 19 contains 157716 members 
Mstep: Class 20 contains 6574 members 
Mstep: Class 22 contains 172234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958136.000000 Penalty: 41147.996094
Iteration 254Q: 19 clusters Score -1.279581e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 3435 members 
Mstep: Class 5 contains 146911 members 
Mstep: Class 6 contains 82836 members 
Mstep: Class 7 contains 1645 members 
Mstep: Class 8 contains 4332 members 
Mstep: Class 9 contains 142209 members 
Mstep: Class 11 contains 172618 members 
Mstep: Class 12 contains 14987 members 
Mstep: Class 13 contains 161291 members 
Mstep: Class 14 contains 117213 members 
Mstep: Class 15 contains 14591 members 
Mstep: Class 16 contains 19971 members 
Mstep: Class 17 contains 52644 members 
Mstep: Class 18 contains 13656 members 
Mstep: Class 19 contains 157717 members 
Mstep: Class 20 contains 6574 members 
Mstep: Class 22 contains 172226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127958104.000000 Penalty: 41147.996094
Iteration 255Q: 19 clusters Score -1.279581e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 3432 members 
Mstep: Class 5 contains 146913 members 
Mstep: Class 6 contains 82845 members 
Mstep: Class 7 contains 1644 members 
Mstep: Class 8 contains 4334 members 
Mstep: Class 9 contains 142224 members 
Mstep: Class 11 contains 172608 members 
Mstep: Class 12 contains 14989 members 
Mstep: Class 13 contains 161295 members 
Mstep: Class 14 contains 117211 members 
Mstep: Class 15 contains 14599 members 
Mstep: Class 16 contains 19969 members 
Mstep: Class 17 contains 52643 members 
Mstep: Class 18 contains 13641 members 
Mstep: Class 19 contains 157709 members 
Mstep: Class 20 contains 6574 members 
Mstep: Class 22 contains 172226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2285.463623 but Gain 2286.000000
Score: -127958032.000000 Penalty: 38861.996094
Iteration 256Q: 18 clusters Score -1.27958e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 5 contains 147013 members 
Mstep: Class 6 contains 82911 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 143325 members 
Mstep: Class 11 contains 172611 members 
Mstep: Class 12 contains 15007 members 
Mstep: Class 13 contains 161501 members 
Mstep: Class 14 contains 117214 members 
Mstep: Class 15 contains 14606 members 
Mstep: Class 16 contains 19967 members 
Mstep: Class 17 contains 52664 members 
Mstep: Class 18 contains 13640 members 
Mstep: Class 19 contains 157790 members 
Mstep: Class 20 contains 6574 members 
Mstep: Class 22 contains 172263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127959968.000000 Penalty: 38861.996094
Iteration 257Q: 18 clusters Score -1.2796e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 5 contains 146947 members 
Mstep: Class 6 contains 82824 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 143864 members 
Mstep: Class 11 contains 172561 members 
Mstep: Class 12 contains 14995 members 
Mstep: Class 13 contains 161319 members 
Mstep: Class 14 contains 117213 members 
Mstep: Class 15 contains 14607 members 
Mstep: Class 16 contains 19963 members 
Mstep: Class 17 contains 52647 members 
Mstep: Class 18 contains 13630 members 
Mstep: Class 19 contains 157702 members 
Mstep: Class 20 contains 6574 members 
Mstep: Class 22 contains 172238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960264.000000 Penalty: 38861.996094
Iteration 258Q: 18 clusters Score -1.279603e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 3 contains 3428 members 
Mstep: Class 5 contains 146856 members 
Mstep: Class 6 contains 82744 members 
Mstep: Class 8 contains 4335 members 
Mstep: Class 9 contains 144436 members 
Mstep: Class 11 contains 172493 members 
Mstep: Class 12 contains 14969 members 
Mstep: Class 13 contains 161173 members 
Mstep: Class 14 contains 117217 members 
Mstep: Class 15 contains 14615 members 
Mstep: Class 16 contains 19957 members 
Mstep: Class 17 contains 52629 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 157613 members 
Mstep: Class 20 contains 6574 members 
Mstep: Class 22 contains 172213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960368.000000 Penalty: 38861.996094
Iteration 259Q: 18 clusters Score -1.279604e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 3 contains 3427 members 
Mstep: Class 5 contains 146776 members 
Mstep: Class 6 contains 82635 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 144947 members 
Mstep: Class 11 contains 172393 members 
Mstep: Class 12 contains 14943 members 
Mstep: Class 13 contains 161108 members 
Mstep: Class 14 contains 117217 members 
Mstep: Class 15 contains 14620 members 
Mstep: Class 16 contains 19953 members 
Mstep: Class 17 contains 52611 members 
Mstep: Class 18 contains 13589 members 
Mstep: Class 19 contains 157548 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 172197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960352.000000 Penalty: 38861.996094
Iteration 260F: 18 clusters Score -1.279604e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 3 contains 3425 members 
Mstep: Class 5 contains 146698 members 
Mstep: Class 6 contains 82523 members 
Mstep: Class 8 contains 4322 members 
Mstep: Class 9 contains 145434 members 
Mstep: Class 11 contains 172307 members 
Mstep: Class 12 contains 14923 members 
Mstep: Class 13 contains 161073 members 
Mstep: Class 14 contains 117216 members 
Mstep: Class 15 contains 14623 members 
Mstep: Class 16 contains 19947 members 
Mstep: Class 17 contains 52584 members 
Mstep: Class 18 contains 13556 members 
Mstep: Class 19 contains 157485 members 
Mstep: Class 20 contains 6576 members 
Mstep: Class 22 contains 172172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960704.000000 Penalty: 38861.996094
Iteration 261Q: 18 clusters Score -1.279607e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 3 contains 3425 members 
Mstep: Class 5 contains 146629 members 
Mstep: Class 6 contains 82422 members 
Mstep: Class 8 contains 4322 members 
Mstep: Class 9 contains 145895 members 
Mstep: Class 11 contains 172191 members 
Mstep: Class 12 contains 14905 members 
Mstep: Class 13 contains 161057 members 
Mstep: Class 14 contains 117215 members 
Mstep: Class 15 contains 14627 members 
Mstep: Class 16 contains 19940 members 
Mstep: Class 17 contains 52562 members 
Mstep: Class 18 contains 13529 members 
Mstep: Class 19 contains 157412 members 
Mstep: Class 20 contains 6576 members 
Mstep: Class 22 contains 172158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960744.000000 Penalty: 38861.996094
Iteration 262Q: 18 clusters Score -1.279607e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 3 contains 3426 members 
Mstep: Class 5 contains 146563 members 
Mstep: Class 6 contains 82326 members 
Mstep: Class 8 contains 4330 members 
Mstep: Class 9 contains 146312 members 
Mstep: Class 11 contains 172075 members 
Mstep: Class 12 contains 14890 members 
Mstep: Class 13 contains 161044 members 
Mstep: Class 14 contains 117213 members 
Mstep: Class 15 contains 14630 members 
Mstep: Class 16 contains 19937 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 13503 members 
Mstep: Class 19 contains 157350 members 
Mstep: Class 20 contains 6576 members 
Mstep: Class 22 contains 172136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127960840.000000 Penalty: 38861.996094
Iteration 263Q: 18 clusters Score -1.279608e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 3 contains 3424 members 
Mstep: Class 5 contains 146523 members 
Mstep: Class 6 contains 82240 members 
Mstep: Class 8 contains 4333 members 
Mstep: Class 9 contains 146696 members 
Mstep: Class 11 contains 171960 members 
Mstep: Class 12 contains 14871 members 
Mstep: Class 13 contains 161001 members 
Mstep: Class 14 contains 117221 members 
Mstep: Class 15 contains 14636 members 
Mstep: Class 16 contains 19935 members 
Mstep: Class 17 contains 52550 members 
Mstep: Class 18 contains 13483 members 
Mstep: Class 19 contains 157285 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 172131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961032.000000 Penalty: 38861.996094
Iteration 264Q: 18 clusters Score -1.27961e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 3 contains 3423 members 
Mstep: Class 5 contains 146459 members 
Mstep: Class 6 contains 82165 members 
Mstep: Class 8 contains 4336 members 
Mstep: Class 9 contains 147058 members 
Mstep: Class 11 contains 171863 members 
Mstep: Class 12 contains 14866 members 
Mstep: Class 13 contains 160967 members 
Mstep: Class 14 contains 117219 members 
Mstep: Class 15 contains 14637 members 
Mstep: Class 16 contains 19935 members 
Mstep: Class 17 contains 52557 members 
Mstep: Class 18 contains 13449 members 
Mstep: Class 19 contains 157240 members 
Mstep: Class 20 contains 6574 members 
Mstep: Class 22 contains 172115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961112.000000 Penalty: 38861.996094
Iteration 265Q: 18 clusters Score -1.279611e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 3 contains 3424 members 
Mstep: Class 5 contains 146417 members 
Mstep: Class 6 contains 82074 members 
Mstep: Class 8 contains 4335 members 
Mstep: Class 9 contains 147434 members 
Mstep: Class 11 contains 171746 members 
Mstep: Class 12 contains 14862 members 
Mstep: Class 13 contains 160941 members 
Mstep: Class 14 contains 117213 members 
Mstep: Class 15 contains 14642 members 
Mstep: Class 16 contains 19928 members 
Mstep: Class 17 contains 52557 members 
Mstep: Class 18 contains 13422 members 
Mstep: Class 19 contains 157196 members 
Mstep: Class 20 contains 6574 members 
Mstep: Class 22 contains 172097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961168.000000 Penalty: 38861.996094
Iteration 266Q: 18 clusters Score -1.279612e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 3 contains 3424 members 
Mstep: Class 5 contains 146387 members 
Mstep: Class 6 contains 81963 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 147816 members 
Mstep: Class 11 contains 171615 members 
Mstep: Class 12 contains 14853 members 
Mstep: Class 13 contains 160926 members 
Mstep: Class 14 contains 117209 members 
Mstep: Class 15 contains 14653 members 
Mstep: Class 16 contains 19922 members 
Mstep: Class 17 contains 52554 members 
Mstep: Class 18 contains 13393 members 
Mstep: Class 19 contains 157161 members 
Mstep: Class 20 contains 6574 members 
Mstep: Class 22 contains 172083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961168.000000 Penalty: 38861.996094
Iteration 267Q: 18 clusters Score -1.279612e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 3 contains 3423 members 
Mstep: Class 5 contains 146345 members 
Mstep: Class 6 contains 81869 members 
Mstep: Class 8 contains 4325 members 
Mstep: Class 9 contains 148152 members 
Mstep: Class 11 contains 171514 members 
Mstep: Class 12 contains 14843 members 
Mstep: Class 13 contains 160921 members 
Mstep: Class 14 contains 117203 members 
Mstep: Class 15 contains 14661 members 
Mstep: Class 16 contains 19917 members 
Mstep: Class 17 contains 52567 members 
Mstep: Class 18 contains 13365 members 
Mstep: Class 19 contains 157132 members 
Mstep: Class 20 contains 6574 members 
Mstep: Class 22 contains 172050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961192.000000 Penalty: 38861.996094
Iteration 268Q: 18 clusters Score -1.279612e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 5 contains 146278 members 
Mstep: Class 6 contains 81788 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 9 contains 148471 members 
Mstep: Class 11 contains 171422 members 
Mstep: Class 12 contains 14830 members 
Mstep: Class 13 contains 160931 members 
Mstep: Class 14 contains 117199 members 
Mstep: Class 15 contains 14670 members 
Mstep: Class 16 contains 19909 members 
Mstep: Class 17 contains 52577 members 
Mstep: Class 18 contains 13334 members 
Mstep: Class 19 contains 157112 members 
Mstep: Class 20 contains 6574 members 
Mstep: Class 22 contains 172026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961440.000000 Penalty: 38861.996094
Iteration 269Q: 18 clusters Score -1.279614e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 5 contains 146236 members 
Mstep: Class 6 contains 81705 members 
Mstep: Class 8 contains 4325 members 
Mstep: Class 9 contains 148725 members 
Mstep: Class 11 contains 171356 members 
Mstep: Class 12 contains 14821 members 
Mstep: Class 13 contains 160926 members 
Mstep: Class 14 contains 117195 members 
Mstep: Class 15 contains 14684 members 
Mstep: Class 16 contains 19902 members 
Mstep: Class 17 contains 52590 members 
Mstep: Class 18 contains 13308 members 
Mstep: Class 19 contains 157082 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 172012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961384.000000 Penalty: 38861.996094
Iteration 270Q: 18 clusters Score -1.279614e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 5 contains 146217 members 
Mstep: Class 6 contains 81623 members 
Mstep: Class 8 contains 4331 members 
Mstep: Class 9 contains 148908 members 
Mstep: Class 11 contains 171303 members 
Mstep: Class 12 contains 14815 members 
Mstep: Class 13 contains 160942 members 
Mstep: Class 14 contains 117188 members 
Mstep: Class 15 contains 14703 members 
Mstep: Class 16 contains 19895 members 
Mstep: Class 17 contains 52595 members 
Mstep: Class 18 contains 13286 members 
Mstep: Class 19 contains 157055 members 
Mstep: Class 20 contains 6576 members 
Mstep: Class 22 contains 172002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961208.000000 Penalty: 38861.996094
Iteration 271Q: 18 clusters Score -1.279612e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 5 contains 146200 members 
Mstep: Class 6 contains 81561 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 149076 members 
Mstep: Class 11 contains 171265 members 
Mstep: Class 12 contains 14807 members 
Mstep: Class 13 contains 160945 members 
Mstep: Class 14 contains 117175 members 
Mstep: Class 15 contains 14724 members 
Mstep: Class 16 contains 19884 members 
Mstep: Class 17 contains 52611 members 
Mstep: Class 18 contains 13260 members 
Mstep: Class 19 contains 157043 members 
Mstep: Class 20 contains 6576 members 
Mstep: Class 22 contains 171983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961328.000000 Penalty: 38861.996094
Iteration 272Q: 18 clusters Score -1.279613e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 5 contains 146181 members 
Mstep: Class 6 contains 81506 members 
Mstep: Class 8 contains 4327 members 
Mstep: Class 9 contains 149229 members 
Mstep: Class 11 contains 171228 members 
Mstep: Class 12 contains 14809 members 
Mstep: Class 13 contains 160964 members 
Mstep: Class 14 contains 117175 members 
Mstep: Class 15 contains 14746 members 
Mstep: Class 16 contains 19869 members 
Mstep: Class 17 contains 52616 members 
Mstep: Class 18 contains 13228 members 
Mstep: Class 19 contains 157022 members 
Mstep: Class 20 contains 6576 members 
Mstep: Class 22 contains 171958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961328.000000 Penalty: 38861.996094
Iteration 273Q: 18 clusters Score -1.279613e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 5 contains 146171 members 
Mstep: Class 6 contains 81448 members 
Mstep: Class 8 contains 4331 members 
Mstep: Class 9 contains 149344 members 
Mstep: Class 11 contains 171207 members 
Mstep: Class 12 contains 14808 members 
Mstep: Class 13 contains 160975 members 
Mstep: Class 14 contains 117175 members 
Mstep: Class 15 contains 14772 members 
Mstep: Class 16 contains 19852 members 
Mstep: Class 17 contains 52608 members 
Mstep: Class 18 contains 13215 members 
Mstep: Class 19 contains 156998 members 
Mstep: Class 20 contains 6576 members 
Mstep: Class 22 contains 171951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961280.000000 Penalty: 38861.996094
Iteration 274Q: 18 clusters Score -1.279613e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 5 contains 146159 members 
Mstep: Class 6 contains 81388 members 
Mstep: Class 8 contains 4331 members 
Mstep: Class 9 contains 149458 members 
Mstep: Class 11 contains 171185 members 
Mstep: Class 12 contains 14808 members 
Mstep: Class 13 contains 160969 members 
Mstep: Class 14 contains 117173 members 
Mstep: Class 15 contains 14803 members 
Mstep: Class 16 contains 19836 members 
Mstep: Class 17 contains 52617 members 
Mstep: Class 18 contains 13205 members 
Mstep: Class 19 contains 156981 members 
Mstep: Class 20 contains 6576 members 
Mstep: Class 22 contains 171943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961176.000000 Penalty: 38861.996094
Iteration 275Q: 18 clusters Score -1.279612e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 5 contains 146155 members 
Mstep: Class 6 contains 81341 members 
Mstep: Class 8 contains 4330 members 
Mstep: Class 9 contains 149563 members 
Mstep: Class 11 contains 171147 members 
Mstep: Class 12 contains 14808 members 
Mstep: Class 13 contains 160966 members 
Mstep: Class 14 contains 117180 members 
Mstep: Class 15 contains 14827 members 
Mstep: Class 16 contains 19820 members 
Mstep: Class 17 contains 52625 members 
Mstep: Class 18 contains 13191 members 
Mstep: Class 19 contains 156977 members 
Mstep: Class 20 contains 6576 members 
Mstep: Class 22 contains 171928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961224.000000 Penalty: 38861.996094
Iteration 276Q: 18 clusters Score -1.279612e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 5 contains 146146 members 
Mstep: Class 6 contains 81296 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 149659 members 
Mstep: Class 11 contains 171130 members 
Mstep: Class 12 contains 14807 members 
Mstep: Class 13 contains 160975 members 
Mstep: Class 14 contains 117175 members 
Mstep: Class 15 contains 14853 members 
Mstep: Class 16 contains 19807 members 
Mstep: Class 17 contains 52628 members 
Mstep: Class 18 contains 13174 members 
Mstep: Class 19 contains 156972 members 
Mstep: Class 20 contains 6576 members 
Mstep: Class 22 contains 171911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961240.000000 Penalty: 38861.996094
Iteration 277Q: 18 clusters Score -1.279612e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 5 contains 146148 members 
Mstep: Class 6 contains 81251 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 149734 members 
Mstep: Class 11 contains 171116 members 
Mstep: Class 12 contains 14806 members 
Mstep: Class 13 contains 160963 members 
Mstep: Class 14 contains 117183 members 
Mstep: Class 15 contains 14881 members 
Mstep: Class 16 contains 19791 members 
Mstep: Class 17 contains 52642 members 
Mstep: Class 18 contains 13161 members 
Mstep: Class 19 contains 156962 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961248.000000 Penalty: 38861.996094
Iteration 278Q: 18 clusters Score -1.279612e+08 nChanged 325
Entering ConstructFrom: 
Score: -127961248.000000 Penalty: 38861.996094
Entering ConstructFrom: 
Trying to split cluster 1 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -171339.250000 Penalty: 1232.277710
	Iteration 0F: 2 clusters Score -171339.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -169398.531250 Penalty: 2464.555420
	Iteration 0F: 3 clusters Score -169398.5 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -170053.656250 Penalty: 2464.555420
	Iteration 1F: 3 clusters Score -170053.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -170288.953125 Penalty: 2464.555420
	Iteration 2F: 3 clusters Score -170289 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -170456.937500 Penalty: 2464.555420
	Iteration 3F: 3 clusters Score -170456.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -170557.000000 Penalty: 2464.555420
	Iteration 4Q: 3 clusters Score -170557 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -170622.578125 Penalty: 2464.555420
	Iteration 5Q: 3 clusters Score -170622.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -170664.125000 Penalty: 2464.555420
	Iteration 6Q: 3 clusters Score -170664.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -170691.421875 Penalty: 2464.555420
	Iteration 7Q: 3 clusters Score -170691.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -170711.718750 Penalty: 2464.555420
	Iteration 8Q: 3 clusters Score -170711.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -170720.812500 Penalty: 2464.555420
	Iteration 9Q: 3 clusters Score -170720.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -170728.000000 Penalty: 2464.555420
	Iteration 10Q: 3 clusters Score -170728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -170732.468750 Penalty: 2464.555420
	Iteration 11Q: 3 clusters Score -170732.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -170738.031250 Penalty: 2464.555420
	Iteration 12Q: 3 clusters Score -170738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -170741.375000 Penalty: 2464.555420
	Iteration 13Q: 3 clusters Score -170741.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -170745.437500 Penalty: 2464.555420
	Iteration 14Q: 3 clusters Score -170745.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -170750.203125 Penalty: 2464.555420
	Iteration 15Q: 3 clusters Score -170750.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -170753.218750 Penalty: 2464.555420
	Iteration 16Q: 3 clusters Score -170753.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -170754.703125 Penalty: 2464.555420
	Iteration 17Q: 3 clusters Score -170754.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -170755.546875 Penalty: 2464.555420
	Iteration 18Q: 3 clusters Score -170755.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -170756.937500 Penalty: 2464.555420
	Iteration 19Q: 3 clusters Score -170756.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -170757.234375 Penalty: 2464.555420
	Iteration 20F: 3 clusters Score -170757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -170757.453125 Penalty: 2464.555420
	Iteration 21Q: 3 clusters Score -170757.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -170757.453125 Penalty: 2464.555420
	Iteration 22F: 3 clusters Score -170757.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Entering Unmasked Estep 
Score: -316009.843750 Penalty: 1321.850952
	Iteration 0F: 2 clusters Score -316009.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -313062.625000 Penalty: 2643.701904
	Iteration 0F: 3 clusters Score -313062.6 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -313793.375000 Penalty: 2643.701904
	Iteration 1F: 3 clusters Score -313793.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -313951.187500 Penalty: 2643.701904
	Iteration 2F: 3 clusters Score -313951.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -314065.812500 Penalty: 2643.701904
	Iteration 3F: 3 clusters Score -314065.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -314206.312500 Penalty: 2643.701904
	Iteration 4Q: 3 clusters Score -314206.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -314379.875000 Penalty: 2643.701904
	Iteration 5Q: 3 clusters Score -314379.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -314593.937500 Penalty: 2643.701904
	Iteration 6F: 3 clusters Score -314593.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -314765.875000 Penalty: 2643.701904
	Iteration 7F: 3 clusters Score -314765.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -314912.031250 Penalty: 2643.701904
	Iteration 8F: 3 clusters Score -314912 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -315003.312500 Penalty: 2643.701904
	Iteration 9Q: 3 clusters Score -315003.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -315089.500000 Penalty: 2643.701904
	Iteration 10Q: 3 clusters Score -315089.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -315163.281250 Penalty: 2643.701904
	Iteration 11Q: 3 clusters Score -315163.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -315225.593750 Penalty: 2643.701904
	Iteration 12Q: 3 clusters Score -315225.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -315285.718750 Penalty: 2643.701904
	Iteration 13Q: 3 clusters Score -315285.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -315340.000000 Penalty: 2643.701904
	Iteration 14Q: 3 clusters Score -315340 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -315387.687500 Penalty: 2643.701904
	Iteration 15Q: 3 clusters Score -315387.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -315424.968750 Penalty: 2643.701904
	Iteration 16Q: 3 clusters Score -315425 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -315454.000000 Penalty: 2643.701904
	Iteration 17Q: 3 clusters Score -315454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -315468.843750 Penalty: 2643.701904
	Iteration 18Q: 3 clusters Score -315468.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -315481.531250 Penalty: 2643.701904
	Iteration 19Q: 3 clusters Score -315481.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -315490.187500 Penalty: 2643.701904
	Iteration 20F: 3 clusters Score -315490.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -315496.625000 Penalty: 2643.701904
	Iteration 21Q: 3 clusters Score -315496.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -315500.375000 Penalty: 2643.701904
	Iteration 22Q: 3 clusters Score -315500.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -315503.031250 Penalty: 2643.701904
	Iteration 23Q: 3 clusters Score -315503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -315507.000000 Penalty: 2643.701904
	Iteration 24Q: 3 clusters Score -315507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -315508.500000 Penalty: 2643.701904
	Iteration 25Q: 3 clusters Score -315508.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -315508.531250 Penalty: 2643.701904
	Iteration 26Q: 3 clusters Score -315508.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -315508.531250 Penalty: 2643.701904
	Iteration 27F: 3 clusters Score -315508.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (146140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146140 members 
Entering Unmasked Estep 
Score: -14853646.000000 Penalty: 1932.502075
	Iteration 0F: 2 clusters Score -1.485365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73265 members 
Mstep: Class 2 contains 72875 members 
Entering Unmasked Estep 
Score: -14756647.000000 Penalty: 3865.004150
	Iteration 0F: 3 clusters Score -1.475665e+07 nChanged 70066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77373 members 
Mstep: Class 2 contains 68767 members 
Entering Unmasked Estep 
Score: -14797775.000000 Penalty: 3865.004150
	Iteration 1F: 3 clusters Score -1.479778e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79934 members 
Mstep: Class 2 contains 66206 members 
Entering Unmasked Estep 
Score: -14798796.000000 Penalty: 3865.004150
	Iteration 2Q: 3 clusters Score -1.47988e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83825 members 
Mstep: Class 2 contains 62315 members 
Entering Unmasked Estep 
Score: -14800330.000000 Penalty: 3865.004150
	Iteration 3Q: 3 clusters Score -1.480033e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89801 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -14803026.000000 Penalty: 3865.004150
	Iteration 4Q: 3 clusters Score -1.480303e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98468 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -14808134.000000 Penalty: 3865.004150
	Iteration 5F: 3 clusters Score -1.480813e+07 nChanged 11832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110234 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -14817291.000000 Penalty: 3865.004150
	Iteration 6F: 3 clusters Score -1.481729e+07 nChanged 13648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123870 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -14829998.000000 Penalty: 3865.004150
	Iteration 7F: 3 clusters Score -1.483e+07 nChanged 11793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135657 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -14842060.000000 Penalty: 3865.004150
	Iteration 8F: 3 clusters Score -1.484206e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142488 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -14848846.000000 Penalty: 3865.004150
	Iteration 9Q: 3 clusters Score -1.484885e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144994 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -14851087.000000 Penalty: 3865.004150
	Iteration 10Q: 3 clusters Score -1.485109e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145683 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -14851683.000000 Penalty: 3865.004150
	Iteration 11Q: 3 clusters Score -1.485168e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145864 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -14851896.000000 Penalty: 3865.004150
	Iteration 12Q: 3 clusters Score -1.48519e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145923 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -14851984.000000 Penalty: 3865.004150
	Iteration 13Q: 3 clusters Score -1.485198e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145939 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14852036.000000 Penalty: 3865.004150
	Iteration 14Q: 3 clusters Score -1.485204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145945 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14852054.000000 Penalty: 3865.004150
	Iteration 15Q: 3 clusters Score -1.485205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145944 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14852071.000000 Penalty: 3865.004150
	Iteration 16Q: 3 clusters Score -1.485207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145946 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14852072.000000 Penalty: 3865.004150
	Iteration 17Q: 3 clusters Score -1.485207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145943 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -14852080.000000 Penalty: 3865.004150
	Iteration 18Q: 3 clusters Score -1.485208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145944 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14852088.000000 Penalty: 3865.004150
	Iteration 19Q: 3 clusters Score -1.485209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145944 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14852094.000000 Penalty: 3865.004150
	Iteration 20F: 3 clusters Score -1.485209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145946 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14852106.000000 Penalty: 3865.004150
	Iteration 21Q: 3 clusters Score -1.485211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145946 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14852106.000000 Penalty: 3865.004150
	Iteration 22F: 3 clusters Score -1.485211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (81221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81221 members 
Entering Unmasked Estep 
Score: -8344865.500000 Penalty: 1837.050903
	Iteration 0F: 2 clusters Score -8344866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -8290477.500000 Penalty: 3674.101807
	Iteration 0F: 3 clusters Score -8290478 nChanged 38822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -8312940.500000 Penalty: 3674.101807
	Iteration 1F: 3 clusters Score -8312940 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -8313417.000000 Penalty: 3674.101807
	Iteration 2Q: 3 clusters Score -8313417 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -8314124.000000 Penalty: 3674.101807
	Iteration 3Q: 3 clusters Score -8314124 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -8314942.000000 Penalty: 3674.101807
	Iteration 4Q: 3 clusters Score -8314942 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -8316036.000000 Penalty: 3674.101807
	Iteration 5Q: 3 clusters Score -8316036 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -8317834.000000 Penalty: 3674.101807
	Iteration 6Q: 3 clusters Score -8317834 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 55076 members 
Entering Unmasked Estep 
Score: -8320616.500000 Penalty: 3674.101807
	Iteration 7F: 3 clusters Score -8320616 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -8324741.000000 Penalty: 3674.101807
	Iteration 8F: 3 clusters Score -8324741 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 66957 members 
Entering Unmasked Estep 
Score: -8330177.500000 Penalty: 3674.101807
	Iteration 9F: 3 clusters Score -8330178 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 72854 members 
Entering Unmasked Estep 
Score: -8335869.000000 Penalty: 3674.101807
	Iteration 10F: 3 clusters Score -8335869 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 77125 members 
Entering Unmasked Estep 
Score: -8339896.500000 Penalty: 3674.101807
	Iteration 11F: 3 clusters Score -8339896 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 79414 members 
Entering Unmasked Estep 
Score: -8341953.500000 Penalty: 3674.101807
	Iteration 12Q: 3 clusters Score -8341954 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 80384 members 
Entering Unmasked Estep 
Score: -8342690.500000 Penalty: 3674.101807
	Iteration 13Q: 3 clusters Score -8342690 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 80770 members 
Entering Unmasked Estep 
Score: -8342985.000000 Penalty: 3674.101807
	Iteration 14Q: 3 clusters Score -8342985 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 80897 members 
Entering Unmasked Estep 
Score: -8343089.500000 Penalty: 3674.101807
	Iteration 15Q: 3 clusters Score -8343090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 80949 members 
Entering Unmasked Estep 
Score: -8343144.500000 Penalty: 3674.101807
	Iteration 16Q: 3 clusters Score -8343144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -8343185.500000 Penalty: 3674.101807
	Iteration 17Q: 3 clusters Score -8343186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 80980 members 
Entering Unmasked Estep 
Score: -8343198.000000 Penalty: 3674.101807
	Iteration 18Q: 3 clusters Score -8343198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 80993 members 
Entering Unmasked Estep 
Score: -8343221.000000 Penalty: 3674.101807
	Iteration 19Q: 3 clusters Score -8343221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 80994 members 
Entering Unmasked Estep 
Score: -8343236.500000 Penalty: 3674.101807
	Iteration 20F: 3 clusters Score -8343236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 80994 members 
Entering Unmasked Estep 
Score: -8343249.500000 Penalty: 3674.101807
	Iteration 21Q: 3 clusters Score -8343250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 81000 members 
Entering Unmasked Estep 
Score: -8343253.000000 Penalty: 3674.101807
	Iteration 22Q: 3 clusters Score -8343253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 81003 members 
Entering Unmasked Estep 
Score: -8343268.500000 Penalty: 3674.101807
	Iteration 23Q: 3 clusters Score -8343268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 81004 members 
Entering Unmasked Estep 
Score: -8343258.000000 Penalty: 3674.101807
	Iteration 24Q: 3 clusters Score -8343258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 81006 members 
Entering Unmasked Estep 
Score: -8343266.000000 Penalty: 3674.101807
	Iteration 25Q: 3 clusters Score -8343266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 81007 members 
Entering Unmasked Estep 
Score: -8343265.500000 Penalty: 3674.101807
	Iteration 26Q: 3 clusters Score -8343266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 81009 members 
Entering Unmasked Estep 
Score: -8343266.000000 Penalty: 3674.101807
	Iteration 27Q: 3 clusters Score -8343266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 81008 members 
Entering Unmasked Estep 
Score: -8343264.500000 Penalty: 3674.101807
	Iteration 28Q: 3 clusters Score -8343264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 81007 members 
Entering Unmasked Estep 
Score: -8343269.500000 Penalty: 3674.101807
	Iteration 29Q: 3 clusters Score -8343270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 81009 members 
Entering Unmasked Estep 
Score: -8343276.500000 Penalty: 3674.101807
	Iteration 30Q: 3 clusters Score -8343276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 81008 members 
Entering Unmasked Estep 
Score: -8343276.500000 Penalty: 3674.101807
	Iteration 31Q: 3 clusters Score -8343276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 81009 members 
Entering Unmasked Estep 
Score: -8343275.000000 Penalty: 3674.101807
	Iteration 32Q: 3 clusters Score -8343275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 81010 members 
Entering Unmasked Estep 
Score: -8343275.500000 Penalty: 3674.101807
	Iteration 33Q: 3 clusters Score -8343276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 81010 members 
Entering Unmasked Estep 
Score: -8343275.500000 Penalty: 3674.101807
	Iteration 34F: 3 clusters Score -8343276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Entering Unmasked Estep 
Score: -445198.687500 Penalty: 1360.213989
	Iteration 0F: 2 clusters Score -445198.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -441633.875000 Penalty: 2720.427979
	Iteration 0F: 3 clusters Score -441633.9 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -442536.468750 Penalty: 2720.427979
	Iteration 1F: 3 clusters Score -442536.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -442706.625000 Penalty: 2720.427979
	Iteration 2F: 3 clusters Score -442706.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -442822.718750 Penalty: 2720.427979
	Iteration 3F: 3 clusters Score -442822.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -442915.968750 Penalty: 2720.427979
	Iteration 4Q: 3 clusters Score -442916 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -443016.406250 Penalty: 2720.427979
	Iteration 5Q: 3 clusters Score -443016.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -443143.593750 Penalty: 2720.427979
	Iteration 6Q: 3 clusters Score -443143.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -443289.937500 Penalty: 2720.427979
	Iteration 7Q: 3 clusters Score -443289.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -443484.062500 Penalty: 2720.427979
	Iteration 8F: 3 clusters Score -443484.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -443712.843750 Penalty: 2720.427979
	Iteration 9F: 3 clusters Score -443712.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -443904.656250 Penalty: 2720.427979
	Iteration 10Q: 3 clusters Score -443904.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -444066.250000 Penalty: 2720.427979
	Iteration 11Q: 3 clusters Score -444066.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -444195.437500 Penalty: 2720.427979
	Iteration 12Q: 3 clusters Score -444195.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -444290.875000 Penalty: 2720.427979
	Iteration 13Q: 3 clusters Score -444290.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -444357.062500 Penalty: 2720.427979
	Iteration 14Q: 3 clusters Score -444357.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -444385.906250 Penalty: 2720.427979
	Iteration 15Q: 3 clusters Score -444385.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -444402.062500 Penalty: 2720.427979
	Iteration 16Q: 3 clusters Score -444402.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -444409.468750 Penalty: 2720.427979
	Iteration 17Q: 3 clusters Score -444409.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -444415.031250 Penalty: 2720.427979
	Iteration 18Q: 3 clusters Score -444415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -444421.093750 Penalty: 2720.427979
	Iteration 19Q: 3 clusters Score -444421.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -444424.531250 Penalty: 2720.427979
	Iteration 20F: 3 clusters Score -444424.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -444429.250000 Penalty: 2720.427979
	Iteration 21Q: 3 clusters Score -444429.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -444430.312500 Penalty: 2720.427979
	Iteration 22Q: 3 clusters Score -444430.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -444432.281250 Penalty: 2720.427979
	Iteration 23Q: 3 clusters Score -444432.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -444432.562500 Penalty: 2720.427979
	Iteration 24Q: 3 clusters Score -444432.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -444434.812500 Penalty: 2720.427979
	Iteration 25Q: 3 clusters Score -444434.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -444435.968750 Penalty: 2720.427979
	Iteration 26Q: 3 clusters Score -444436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -444438.812500 Penalty: 2720.427979
	Iteration 27Q: 3 clusters Score -444438.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -444441.500000 Penalty: 2720.427979
	Iteration 28Q: 3 clusters Score -444441.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -444440.343750 Penalty: 2720.427979
	Iteration 29Q: 3 clusters Score -444440.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -444442.343750 Penalty: 2720.427979
	Iteration 30Q: 3 clusters Score -444442.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -444442.343750 Penalty: 2720.427979
	Iteration 31F: 3 clusters Score -444442.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (149813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149813 members 
Entering Unmasked Estep 
Score: -15092240.000000 Penalty: 1936.535767
	Iteration 0F: 2 clusters Score -1.509224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74958 members 
Mstep: Class 2 contains 74855 members 
Entering Unmasked Estep 
Score: -14992329.000000 Penalty: 3873.071533
	Iteration 0F: 3 clusters Score -1.499233e+07 nChanged 72331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74051 members 
Mstep: Class 2 contains 75762 members 
Entering Unmasked Estep 
Score: -15035991.000000 Penalty: 3873.071533
	Iteration 1F: 3 clusters Score -1.503599e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73097 members 
Mstep: Class 2 contains 76716 members 
Entering Unmasked Estep 
Score: -15038114.000000 Penalty: 3873.071533
	Iteration 2Q: 3 clusters Score -1.503811e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71758 members 
Mstep: Class 2 contains 78055 members 
Entering Unmasked Estep 
Score: -15040975.000000 Penalty: 3873.071533
	Iteration 3Q: 3 clusters Score -1.504098e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69867 members 
Mstep: Class 2 contains 79946 members 
Entering Unmasked Estep 
Score: -15044887.000000 Penalty: 3873.071533
	Iteration 4F: 3 clusters Score -1.504489e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67360 members 
Mstep: Class 2 contains 82453 members 
Entering Unmasked Estep 
Score: -15049897.000000 Penalty: 3873.071533
	Iteration 5F: 3 clusters Score -1.50499e+07 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64228 members 
Mstep: Class 2 contains 85585 members 
Entering Unmasked Estep 
Score: -15056271.000000 Penalty: 3873.071533
	Iteration 6F: 3 clusters Score -1.505627e+07 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 89168 members 
Entering Unmasked Estep 
Score: -15063195.000000 Penalty: 3873.071533
	Iteration 7F: 3 clusters Score -1.50632e+07 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57380 members 
Mstep: Class 2 contains 92433 members 
Entering Unmasked Estep 
Score: -15069237.000000 Penalty: 3873.071533
	Iteration 8F: 3 clusters Score -1.506924e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 95049 members 
Entering Unmasked Estep 
Score: -15072311.000000 Penalty: 3873.071533
	Iteration 9Q: 3 clusters Score -1.507231e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 97298 members 
Entering Unmasked Estep 
Score: -15073704.000000 Penalty: 3873.071533
	Iteration 10Q: 3 clusters Score -1.50737e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 99515 members 
Entering Unmasked Estep 
Score: -15074366.000000 Penalty: 3873.071533
	Iteration 11Q: 3 clusters Score -1.507437e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 101817 members 
Entering Unmasked Estep 
Score: -15075018.000000 Penalty: 3873.071533
	Iteration 12Q: 3 clusters Score -1.507502e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 104169 members 
Entering Unmasked Estep 
Score: -15075667.000000 Penalty: 3873.071533
	Iteration 13Q: 3 clusters Score -1.507567e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 106647 members 
Entering Unmasked Estep 
Score: -15076329.000000 Penalty: 3873.071533
	Iteration 14Q: 3 clusters Score -1.507633e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 109180 members 
Entering Unmasked Estep 
Score: -15076967.000000 Penalty: 3873.071533
	Iteration 15Q: 3 clusters Score -1.507697e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 111847 members 
Entering Unmasked Estep 
Score: -15077704.000000 Penalty: 3873.071533
	Iteration 16Q: 3 clusters Score -1.50777e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 114525 members 
Entering Unmasked Estep 
Score: -15078664.000000 Penalty: 3873.071533
	Iteration 17Q: 3 clusters Score -1.507866e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 117261 members 
Entering Unmasked Estep 
Score: -15079639.000000 Penalty: 3873.071533
	Iteration 18Q: 3 clusters Score -1.507964e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 119906 members 
Entering Unmasked Estep 
Score: -15080544.000000 Penalty: 3873.071533
	Iteration 19Q: 3 clusters Score -1.508054e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 122606 members 
Entering Unmasked Estep 
Score: -15081420.000000 Penalty: 3873.071533
	Iteration 20F: 3 clusters Score -1.508142e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 125222 members 
Entering Unmasked Estep 
Score: -15082372.000000 Penalty: 3873.071533
	Iteration 21Q: 3 clusters Score -1.508237e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 127785 members 
Entering Unmasked Estep 
Score: -15083416.000000 Penalty: 3873.071533
	Iteration 22Q: 3 clusters Score -1.508342e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 130302 members 
Entering Unmasked Estep 
Score: -15084390.000000 Penalty: 3873.071533
	Iteration 23Q: 3 clusters Score -1.508439e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 132650 members 
Entering Unmasked Estep 
Score: -15085298.000000 Penalty: 3873.071533
	Iteration 24Q: 3 clusters Score -1.50853e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 134819 members 
Entering Unmasked Estep 
Score: -15086160.000000 Penalty: 3873.071533
	Iteration 25Q: 3 clusters Score -1.508616e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 136725 members 
Entering Unmasked Estep 
Score: -15087080.000000 Penalty: 3873.071533
	Iteration 26Q: 3 clusters Score -1.508708e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 138462 members 
Entering Unmasked Estep 
Score: -15087831.000000 Penalty: 3873.071533
	Iteration 27Q: 3 clusters Score -1.508783e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 139923 members 
Entering Unmasked Estep 
Score: -15088457.000000 Penalty: 3873.071533
	Iteration 28Q: 3 clusters Score -1.508846e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 141215 members 
Entering Unmasked Estep 
Score: -15089079.000000 Penalty: 3873.071533
	Iteration 29Q: 3 clusters Score -1.508908e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 142271 members 
Entering Unmasked Estep 
Score: -15089598.000000 Penalty: 3873.071533
	Iteration 30Q: 3 clusters Score -1.50896e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 143146 members 
Entering Unmasked Estep 
Score: -15090017.000000 Penalty: 3873.071533
	Iteration 31Q: 3 clusters Score -1.509002e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 143891 members 
Entering Unmasked Estep 
Score: -15090297.000000 Penalty: 3873.071533
	Iteration 32Q: 3 clusters Score -1.50903e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 144481 members 
Entering Unmasked Estep 
Score: -15090478.000000 Penalty: 3873.071533
	Iteration 33Q: 3 clusters Score -1.509048e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 144972 members 
Entering Unmasked Estep 
Score: -15090586.000000 Penalty: 3873.071533
	Iteration 34Q: 3 clusters Score -1.509059e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 145353 members 
Entering Unmasked Estep 
Score: -15090731.000000 Penalty: 3873.071533
	Iteration 35Q: 3 clusters Score -1.509073e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 145672 members 
Entering Unmasked Estep 
Score: -15090843.000000 Penalty: 3873.071533
	Iteration 36Q: 3 clusters Score -1.509084e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 145942 members 
Entering Unmasked Estep 
Score: -15090941.000000 Penalty: 3873.071533
	Iteration 37Q: 3 clusters Score -1.509094e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 146171 members 
Entering Unmasked Estep 
Score: -15090983.000000 Penalty: 3873.071533
	Iteration 38Q: 3 clusters Score -1.509098e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 146339 members 
Entering Unmasked Estep 
Score: -15091026.000000 Penalty: 3873.071533
	Iteration 39Q: 3 clusters Score -1.509103e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 146486 members 
Entering Unmasked Estep 
Score: -15091072.000000 Penalty: 3873.071533
	Iteration 40F: 3 clusters Score -1.509107e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 146619 members 
Entering Unmasked Estep 
Score: -15091101.000000 Penalty: 3873.071533
	Iteration 41Q: 3 clusters Score -1.50911e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 146733 members 
Entering Unmasked Estep 
Score: -15091109.000000 Penalty: 3873.071533
	Iteration 42Q: 3 clusters Score -1.509111e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 146821 members 
Entering Unmasked Estep 
Score: -15091129.000000 Penalty: 3873.071533
	Iteration 43Q: 3 clusters Score -1.509113e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 146896 members 
Entering Unmasked Estep 
Score: -15091151.000000 Penalty: 3873.071533
	Iteration 44Q: 3 clusters Score -1.509115e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 146954 members 
Entering Unmasked Estep 
Score: -15091148.000000 Penalty: 3873.071533
	Iteration 45Q: 3 clusters Score -1.509115e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 147004 members 
Entering Unmasked Estep 
Score: -15091147.000000 Penalty: 3873.071533
	Iteration 46Q: 3 clusters Score -1.509115e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 147052 members 
Entering Unmasked Estep 
Score: -15091157.000000 Penalty: 3873.071533
	Iteration 47Q: 3 clusters Score -1.509116e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 147091 members 
Entering Unmasked Estep 
Score: -15091159.000000 Penalty: 3873.071533
	Iteration 48Q: 3 clusters Score -1.509116e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 147130 members 
Entering Unmasked Estep 
Score: -15091164.000000 Penalty: 3873.071533
	Iteration 49Q: 3 clusters Score -1.509116e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 147164 members 
Entering Unmasked Estep 
Score: -15091182.000000 Penalty: 3873.071533
	Iteration 50Q: 3 clusters Score -1.509118e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 147203 members 
Entering Unmasked Estep 
Score: -15091201.000000 Penalty: 3873.071533
	Iteration 51Q: 3 clusters Score -1.50912e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 147228 members 
Entering Unmasked Estep 
Score: -15091215.000000 Penalty: 3873.071533
	Iteration 52Q: 3 clusters Score -1.509122e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 147249 members 
Entering Unmasked Estep 
Score: -15091219.000000 Penalty: 3873.071533
	Iteration 53Q: 3 clusters Score -1.509122e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 147260 members 
Entering Unmasked Estep 
Score: -15091206.000000 Penalty: 3873.071533
	Iteration 54Q: 3 clusters Score -1.509121e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 147269 members 
Entering Unmasked Estep 
Score: -15091190.000000 Penalty: 3873.071533
	Iteration 55Q: 3 clusters Score -1.509119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 147277 members 
Entering Unmasked Estep 
Score: -15091190.000000 Penalty: 3873.071533
	Iteration 56Q: 3 clusters Score -1.509119e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 147286 members 
Entering Unmasked Estep 
Score: -15091194.000000 Penalty: 3873.071533
	Iteration 57Q: 3 clusters Score -1.509119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 147292 members 
Entering Unmasked Estep 
Score: -15091182.000000 Penalty: 3873.071533
	Iteration 58Q: 3 clusters Score -1.509118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 147299 members 
Entering Unmasked Estep 
Score: -15091192.000000 Penalty: 3873.071533
	Iteration 59Q: 3 clusters Score -1.509119e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 147302 members 
Entering Unmasked Estep 
Score: -15091184.000000 Penalty: 3873.071533
	Iteration 60F: 3 clusters Score -1.509118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 147307 members 
Entering Unmasked Estep 
Score: -15091193.000000 Penalty: 3873.071533
	Iteration 61Q: 3 clusters Score -1.509119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 147313 members 
Entering Unmasked Estep 
Score: -15091194.000000 Penalty: 3873.071533
	Iteration 62Q: 3 clusters Score -1.509119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 147314 members 
Entering Unmasked Estep 
Score: -15091198.000000 Penalty: 3873.071533
	Iteration 63Q: 3 clusters Score -1.50912e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 147315 members 
Entering Unmasked Estep 
Score: -15091201.000000 Penalty: 3873.071533
	Iteration 64Q: 3 clusters Score -1.50912e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 147325 members 
Entering Unmasked Estep 
Score: -15091213.000000 Penalty: 3873.071533
	Iteration 65Q: 3 clusters Score -1.509121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 147334 members 
Entering Unmasked Estep 
Score: -15091197.000000 Penalty: 3873.071533
	Iteration 66Q: 3 clusters Score -1.50912e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 147341 members 
Entering Unmasked Estep 
Score: -15091200.000000 Penalty: 3873.071533
	Iteration 67Q: 3 clusters Score -1.50912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 147343 members 
Entering Unmasked Estep 
Score: -15091195.000000 Penalty: 3873.071533
	Iteration 68Q: 3 clusters Score -1.50912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 147342 members 
Entering Unmasked Estep 
Score: -15091196.000000 Penalty: 3873.071533
	Iteration 69Q: 3 clusters Score -1.50912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 147341 members 
Entering Unmasked Estep 
Score: -15091192.000000 Penalty: 3873.071533
	Iteration 70Q: 3 clusters Score -1.509119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 147341 members 
Entering Unmasked Estep 
Score: -15091186.000000 Penalty: 3873.071533
	Iteration 71Q: 3 clusters Score -1.509119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 147341 members 
Entering Unmasked Estep 
Score: -15091186.000000 Penalty: 3873.071533
	Iteration 72F: 3 clusters Score -1.509119e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (171090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171090 members 
Entering Unmasked Estep 
Score: -17557174.000000 Penalty: 1958.116089
	Iteration 0F: 2 clusters Score -1.755717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85103 members 
Mstep: Class 2 contains 85987 members 
Entering Unmasked Estep 
Score: -17450310.000000 Penalty: 3916.232178
	Iteration 0F: 3 clusters Score -1.745031e+07 nChanged 82604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77637 members 
Mstep: Class 2 contains 93453 members 
Entering Unmasked Estep 
Score: -17499578.000000 Penalty: 3916.232178
	Iteration 1F: 3 clusters Score -1.749958e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 98702 members 
Entering Unmasked Estep 
Score: -17501590.000000 Penalty: 3916.232178
	Iteration 2Q: 3 clusters Score -1.750159e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64445 members 
Mstep: Class 2 contains 106645 members 
Entering Unmasked Estep 
Score: -17505642.000000 Penalty: 3916.232178
	Iteration 3F: 3 clusters Score -1.750564e+07 nChanged 11749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53170 members 
Mstep: Class 2 contains 117920 members 
Entering Unmasked Estep 
Score: -17512744.000000 Penalty: 3916.232178
	Iteration 4F: 3 clusters Score -1.751274e+07 nChanged 14509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 132159 members 
Entering Unmasked Estep 
Score: -17524156.000000 Penalty: 3916.232178
	Iteration 5F: 3 clusters Score -1.752416e+07 nChanged 14816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 146887 members 
Entering Unmasked Estep 
Score: -17537996.000000 Penalty: 3916.232178
	Iteration 6F: 3 clusters Score -1.7538e+07 nChanged 12365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 159250 members 
Entering Unmasked Estep 
Score: -17548650.000000 Penalty: 3916.232178
	Iteration 7F: 3 clusters Score -1.754865e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 166937 members 
Entering Unmasked Estep 
Score: -17553564.000000 Penalty: 3916.232178
	Iteration 8Q: 3 clusters Score -1.755356e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 169988 members 
Entering Unmasked Estep 
Score: -17554888.000000 Penalty: 3916.232178
	Iteration 9Q: 3 clusters Score -1.755489e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 170763 members 
Entering Unmasked Estep 
Score: -17555238.000000 Penalty: 3916.232178
	Iteration 10Q: 3 clusters Score -1.755524e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 170908 members 
Entering Unmasked Estep 
Score: -17555364.000000 Penalty: 3916.232178
	Iteration 11Q: 3 clusters Score -1.755536e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 170942 members 
Entering Unmasked Estep 
Score: -17555416.000000 Penalty: 3916.232178
	Iteration 12Q: 3 clusters Score -1.755542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 170954 members 
Entering Unmasked Estep 
Score: -17555430.000000 Penalty: 3916.232178
	Iteration 13Q: 3 clusters Score -1.755543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 170960 members 
Entering Unmasked Estep 
Score: -17555440.000000 Penalty: 3916.232178
	Iteration 14Q: 3 clusters Score -1.755544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 170959 members 
Entering Unmasked Estep 
Score: -17555454.000000 Penalty: 3916.232178
	Iteration 15Q: 3 clusters Score -1.755545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 170961 members 
Entering Unmasked Estep 
Score: -17555454.000000 Penalty: 3916.232178
	Iteration 16Q: 3 clusters Score -1.755545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 170960 members 
Entering Unmasked Estep 
Score: -17555452.000000 Penalty: 3916.232178
	Iteration 17Q: 3 clusters Score -1.755545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 170960 members 
Entering Unmasked Estep 
Score: -17555452.000000 Penalty: 3916.232178
	Iteration 18F: 3 clusters Score -1.755545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Entering Unmasked Estep 
Score: -1528743.250000 Penalty: 1560.442017
	Iteration 0F: 2 clusters Score -1528743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1518504.750000 Penalty: 3120.884033
	Iteration 0F: 3 clusters Score -1518505 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1521996.500000 Penalty: 3120.884033
	Iteration 1F: 3 clusters Score -1521996 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1522325.000000 Penalty: 3120.884033
	Iteration 2F: 3 clusters Score -1522325 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1522720.750000 Penalty: 3120.884033
	Iteration 3F: 3 clusters Score -1522721 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1523244.125000 Penalty: 3120.884033
	Iteration 4F: 3 clusters Score -1523244 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1524013.375000 Penalty: 3120.884033
	Iteration 5F: 3 clusters Score -1524013 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1524995.500000 Penalty: 3120.884033
	Iteration 6F: 3 clusters Score -1524996 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1526029.375000 Penalty: 3120.884033
	Iteration 7F: 3 clusters Score -1526029 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1526820.500000 Penalty: 3120.884033
	Iteration 8F: 3 clusters Score -1526820 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1527276.750000 Penalty: 3120.884033
	Iteration 9Q: 3 clusters Score -1527277 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1527500.250000 Penalty: 3120.884033
	Iteration 10Q: 3 clusters Score -1527500 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1527593.750000 Penalty: 3120.884033
	Iteration 11Q: 3 clusters Score -1527594 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1527635.000000 Penalty: 3120.884033
	Iteration 12Q: 3 clusters Score -1527635 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1527662.250000 Penalty: 3120.884033
	Iteration 13Q: 3 clusters Score -1527662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1527685.875000 Penalty: 3120.884033
	Iteration 14Q: 3 clusters Score -1527686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1527701.750000 Penalty: 3120.884033
	Iteration 15Q: 3 clusters Score -1527702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1527709.000000 Penalty: 3120.884033
	Iteration 16Q: 3 clusters Score -1527709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1527713.500000 Penalty: 3120.884033
	Iteration 17Q: 3 clusters Score -1527714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1527717.750000 Penalty: 3120.884033
	Iteration 18Q: 3 clusters Score -1527718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1527724.250000 Penalty: 3120.884033
	Iteration 19Q: 3 clusters Score -1527724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1527728.500000 Penalty: 3120.884033
	Iteration 20F: 3 clusters Score -1527728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1527729.000000 Penalty: 3120.884033
	Iteration 21Q: 3 clusters Score -1527729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1527731.000000 Penalty: 3120.884033
	Iteration 22Q: 3 clusters Score -1527731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1527731.000000 Penalty: 3120.884033
	Iteration 23F: 3 clusters Score -1527731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160955 members 
Entering Unmasked Estep 
Score: -16212981.000000 Penalty: 1948.192993
	Iteration 0F: 2 clusters Score -1.621298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80519 members 
Mstep: Class 2 contains 80436 members 
Entering Unmasked Estep 
Score: -16107416.000000 Penalty: 3896.385986
	Iteration 0F: 3 clusters Score -1.610742e+07 nChanged 77741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81922 members 
Mstep: Class 2 contains 79033 members 
Entering Unmasked Estep 
Score: -16152983.000000 Penalty: 3896.385986
	Iteration 1F: 3 clusters Score -1.615298e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82524 members 
Mstep: Class 2 contains 78431 members 
Entering Unmasked Estep 
Score: -16154337.000000 Penalty: 3896.385986
	Iteration 2Q: 3 clusters Score -1.615434e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83488 members 
Mstep: Class 2 contains 77467 members 
Entering Unmasked Estep 
Score: -16156019.000000 Penalty: 3896.385986
	Iteration 3Q: 3 clusters Score -1.615602e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85127 members 
Mstep: Class 2 contains 75828 members 
Entering Unmasked Estep 
Score: -16159044.000000 Penalty: 3896.385986
	Iteration 4Q: 3 clusters Score -1.615904e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87765 members 
Mstep: Class 2 contains 73190 members 
Entering Unmasked Estep 
Score: -16164291.000000 Penalty: 3896.385986
	Iteration 5F: 3 clusters Score -1.616429e+07 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91445 members 
Mstep: Class 2 contains 69510 members 
Entering Unmasked Estep 
Score: -16172950.000000 Penalty: 3896.385986
	Iteration 6F: 3 clusters Score -1.617295e+07 nChanged 12334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95269 members 
Mstep: Class 2 contains 65686 members 
Entering Unmasked Estep 
Score: -16184429.000000 Penalty: 3896.385986
	Iteration 7F: 3 clusters Score -1.618443e+07 nChanged 10954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97925 members 
Mstep: Class 2 contains 63030 members 
Entering Unmasked Estep 
Score: -16192309.000000 Penalty: 3896.385986
	Iteration 8F: 3 clusters Score -1.619231e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99660 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -16195549.000000 Penalty: 3896.385986
	Iteration 9Q: 3 clusters Score -1.619555e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101037 members 
Mstep: Class 2 contains 59918 members 
Entering Unmasked Estep 
Score: -16197041.000000 Penalty: 3896.385986
	Iteration 10Q: 3 clusters Score -1.619704e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102354 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -16198427.000000 Penalty: 3896.385986
	Iteration 11Q: 3 clusters Score -1.619843e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103725 members 
Mstep: Class 2 contains 57230 members 
Entering Unmasked Estep 
Score: -16199485.000000 Penalty: 3896.385986
	Iteration 12Q: 3 clusters Score -1.619948e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105075 members 
Mstep: Class 2 contains 55880 members 
Entering Unmasked Estep 
Score: -16200447.000000 Penalty: 3896.385986
	Iteration 13Q: 3 clusters Score -1.620045e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106361 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -16201371.000000 Penalty: 3896.385986
	Iteration 14Q: 3 clusters Score -1.620137e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107686 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -16202144.000000 Penalty: 3896.385986
	Iteration 15Q: 3 clusters Score -1.620214e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109017 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -16202817.000000 Penalty: 3896.385986
	Iteration 16Q: 3 clusters Score -1.620282e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110364 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -16203365.000000 Penalty: 3896.385986
	Iteration 17Q: 3 clusters Score -1.620336e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111700 members 
Mstep: Class 2 contains 49255 members 
Entering Unmasked Estep 
Score: -16203967.000000 Penalty: 3896.385986
	Iteration 18Q: 3 clusters Score -1.620397e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113019 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -16204580.000000 Penalty: 3896.385986
	Iteration 19Q: 3 clusters Score -1.620458e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114413 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -16205034.000000 Penalty: 3896.385986
	Iteration 20F: 3 clusters Score -1.620503e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115785 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -16205468.000000 Penalty: 3896.385986
	Iteration 21Q: 3 clusters Score -1.620547e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117120 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -16205959.000000 Penalty: 3896.385986
	Iteration 22Q: 3 clusters Score -1.620596e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118499 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -16206380.000000 Penalty: 3896.385986
	Iteration 23Q: 3 clusters Score -1.620638e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119860 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -16206791.000000 Penalty: 3896.385986
	Iteration 24Q: 3 clusters Score -1.620679e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121200 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -16207219.000000 Penalty: 3896.385986
	Iteration 25Q: 3 clusters Score -1.620722e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122584 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -16207602.000000 Penalty: 3896.385986
	Iteration 26Q: 3 clusters Score -1.62076e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123897 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -16208000.000000 Penalty: 3896.385986
	Iteration 27Q: 3 clusters Score -1.6208e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125177 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -16208358.000000 Penalty: 3896.385986
	Iteration 28Q: 3 clusters Score -1.620836e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126338 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -16208677.000000 Penalty: 3896.385986
	Iteration 29Q: 3 clusters Score -1.620868e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127386 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -16208996.000000 Penalty: 3896.385986
	Iteration 30Q: 3 clusters Score -1.6209e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128340 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -16209302.000000 Penalty: 3896.385986
	Iteration 31Q: 3 clusters Score -1.62093e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129204 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -16209538.000000 Penalty: 3896.385986
	Iteration 32Q: 3 clusters Score -1.620954e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130070 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -16209811.000000 Penalty: 3896.385986
	Iteration 33Q: 3 clusters Score -1.620981e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130926 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -16209954.000000 Penalty: 3896.385986
	Iteration 34Q: 3 clusters Score -1.620995e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131778 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -16210151.000000 Penalty: 3896.385986
	Iteration 35Q: 3 clusters Score -1.621015e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132567 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -16210360.000000 Penalty: 3896.385986
	Iteration 36Q: 3 clusters Score -1.621036e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133289 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -16210470.000000 Penalty: 3896.385986
	Iteration 37Q: 3 clusters Score -1.621047e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133972 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -16210666.000000 Penalty: 3896.385986
	Iteration 38Q: 3 clusters Score -1.621067e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134607 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -16210838.000000 Penalty: 3896.385986
	Iteration 39Q: 3 clusters Score -1.621084e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135199 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -16210942.000000 Penalty: 3896.385986
	Iteration 40F: 3 clusters Score -1.621094e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135745 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -16211018.000000 Penalty: 3896.385986
	Iteration 41Q: 3 clusters Score -1.621102e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136264 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -16211085.000000 Penalty: 3896.385986
	Iteration 42Q: 3 clusters Score -1.621108e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136758 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -16211174.000000 Penalty: 3896.385986
	Iteration 43Q: 3 clusters Score -1.621117e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137216 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -16211274.000000 Penalty: 3896.385986
	Iteration 44Q: 3 clusters Score -1.621127e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137666 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -16211379.000000 Penalty: 3896.385986
	Iteration 45Q: 3 clusters Score -1.621138e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138105 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -16211437.000000 Penalty: 3896.385986
	Iteration 46Q: 3 clusters Score -1.621144e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138542 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -16211553.000000 Penalty: 3896.385986
	Iteration 47Q: 3 clusters Score -1.621155e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138949 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -16211600.000000 Penalty: 3896.385986
	Iteration 48Q: 3 clusters Score -1.62116e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139338 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -16211637.000000 Penalty: 3896.385986
	Iteration 49Q: 3 clusters Score -1.621164e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139697 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -16211661.000000 Penalty: 3896.385986
	Iteration 50Q: 3 clusters Score -1.621166e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140047 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -16211683.000000 Penalty: 3896.385986
	Iteration 51Q: 3 clusters Score -1.621168e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140361 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -16211784.000000 Penalty: 3896.385986
	Iteration 52Q: 3 clusters Score -1.621178e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140639 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -16211821.000000 Penalty: 3896.385986
	Iteration 53Q: 3 clusters Score -1.621182e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140929 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -16211899.000000 Penalty: 3896.385986
	Iteration 54Q: 3 clusters Score -1.62119e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141212 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -16211917.000000 Penalty: 3896.385986
	Iteration 55Q: 3 clusters Score -1.621192e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141469 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -16211981.000000 Penalty: 3896.385986
	Iteration 56Q: 3 clusters Score -1.621198e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141727 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -16211967.000000 Penalty: 3896.385986
	Iteration 57Q: 3 clusters Score -1.621197e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141991 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -16211995.000000 Penalty: 3896.385986
	Iteration 58Q: 3 clusters Score -1.6212e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142237 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -16212053.000000 Penalty: 3896.385986
	Iteration 59Q: 3 clusters Score -1.621205e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142439 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -16212059.000000 Penalty: 3896.385986
	Iteration 60F: 3 clusters Score -1.621206e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142649 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -16212081.000000 Penalty: 3896.385986
	Iteration 61Q: 3 clusters Score -1.621208e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142842 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -16212101.000000 Penalty: 3896.385986
	Iteration 62Q: 3 clusters Score -1.62121e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143055 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -16212114.000000 Penalty: 3896.385986
	Iteration 63Q: 3 clusters Score -1.621211e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143253 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -16212168.000000 Penalty: 3896.385986
	Iteration 64Q: 3 clusters Score -1.621217e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143422 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -16212197.000000 Penalty: 3896.385986
	Iteration 65Q: 3 clusters Score -1.62122e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143591 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -16212214.000000 Penalty: 3896.385986
	Iteration 66Q: 3 clusters Score -1.621221e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143753 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -16212240.000000 Penalty: 3896.385986
	Iteration 67Q: 3 clusters Score -1.621224e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143891 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -16212271.000000 Penalty: 3896.385986
	Iteration 68Q: 3 clusters Score -1.621227e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144037 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -16212288.000000 Penalty: 3896.385986
	Iteration 69Q: 3 clusters Score -1.621229e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144197 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -16212315.000000 Penalty: 3896.385986
	Iteration 70Q: 3 clusters Score -1.621232e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144355 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -16212353.000000 Penalty: 3896.385986
	Iteration 71Q: 3 clusters Score -1.621235e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144515 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -16212389.000000 Penalty: 3896.385986
	Iteration 72Q: 3 clusters Score -1.621239e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144672 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -16212423.000000 Penalty: 3896.385986
	Iteration 73Q: 3 clusters Score -1.621242e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144819 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -16212416.000000 Penalty: 3896.385986
	Iteration 74Q: 3 clusters Score -1.621242e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144963 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -16212464.000000 Penalty: 3896.385986
	Iteration 75Q: 3 clusters Score -1.621246e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145108 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -16212462.000000 Penalty: 3896.385986
	Iteration 76Q: 3 clusters Score -1.621246e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145251 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -16212463.000000 Penalty: 3896.385986
	Iteration 77Q: 3 clusters Score -1.621246e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145414 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -16212470.000000 Penalty: 3896.385986
	Iteration 78Q: 3 clusters Score -1.621247e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145588 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -16212490.000000 Penalty: 3896.385986
	Iteration 79Q: 3 clusters Score -1.621249e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145739 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -16212498.000000 Penalty: 3896.385986
	Iteration 80F: 3 clusters Score -1.62125e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145886 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -16212497.000000 Penalty: 3896.385986
	Iteration 81Q: 3 clusters Score -1.62125e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146031 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -16212535.000000 Penalty: 3896.385986
	Iteration 82Q: 3 clusters Score -1.621254e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146184 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -16212549.000000 Penalty: 3896.385986
	Iteration 83Q: 3 clusters Score -1.621255e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146331 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -16212537.000000 Penalty: 3896.385986
	Iteration 84Q: 3 clusters Score -1.621254e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146465 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -16212606.000000 Penalty: 3896.385986
	Iteration 85Q: 3 clusters Score -1.621261e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146593 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -16212582.000000 Penalty: 3896.385986
	Iteration 86Q: 3 clusters Score -1.621258e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146728 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -16212558.000000 Penalty: 3896.385986
	Iteration 87Q: 3 clusters Score -1.621256e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146871 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -16212532.000000 Penalty: 3896.385986
	Iteration 88Q: 3 clusters Score -1.621253e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147013 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -16212563.000000 Penalty: 3896.385986
	Iteration 89Q: 3 clusters Score -1.621256e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147159 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -16212572.000000 Penalty: 3896.385986
	Iteration 90Q: 3 clusters Score -1.621257e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147302 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -16212583.000000 Penalty: 3896.385986
	Iteration 91Q: 3 clusters Score -1.621258e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147464 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -16212566.000000 Penalty: 3896.385986
	Iteration 92Q: 3 clusters Score -1.621257e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147615 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -16212591.000000 Penalty: 3896.385986
	Iteration 93Q: 3 clusters Score -1.621259e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147795 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -16212588.000000 Penalty: 3896.385986
	Iteration 94Q: 3 clusters Score -1.621259e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147981 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -16212589.000000 Penalty: 3896.385986
	Iteration 95Q: 3 clusters Score -1.621259e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148173 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -16212635.000000 Penalty: 3896.385986
	Iteration 96Q: 3 clusters Score -1.621264e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148354 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -16212651.000000 Penalty: 3896.385986
	Iteration 97Q: 3 clusters Score -1.621265e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148513 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -16212646.000000 Penalty: 3896.385986
	Iteration 98Q: 3 clusters Score -1.621265e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148688 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -16212684.000000 Penalty: 3896.385986
	Iteration 99Q: 3 clusters Score -1.621268e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148847 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -16212691.000000 Penalty: 3896.385986
	Iteration 100F: 3 clusters Score -1.621269e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149005 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -16212720.000000 Penalty: 3896.385986
	Iteration 101Q: 3 clusters Score -1.621272e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149156 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -16212704.000000 Penalty: 3896.385986
	Iteration 102Q: 3 clusters Score -1.62127e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149290 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -16212737.000000 Penalty: 3896.385986
	Iteration 103Q: 3 clusters Score -1.621274e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149417 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -16212706.000000 Penalty: 3896.385986
	Iteration 104Q: 3 clusters Score -1.621271e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149536 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -16212722.000000 Penalty: 3896.385986
	Iteration 105Q: 3 clusters Score -1.621272e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149679 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -16212712.000000 Penalty: 3896.385986
	Iteration 106Q: 3 clusters Score -1.621271e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149821 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -16212722.000000 Penalty: 3896.385986
	Iteration 107Q: 3 clusters Score -1.621272e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149953 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -16212687.000000 Penalty: 3896.385986
	Iteration 108Q: 3 clusters Score -1.621269e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150088 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -16212681.000000 Penalty: 3896.385986
	Iteration 109Q: 3 clusters Score -1.621268e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150221 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -16212686.000000 Penalty: 3896.385986
	Iteration 110Q: 3 clusters Score -1.621269e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150373 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -16212676.000000 Penalty: 3896.385986
	Iteration 111Q: 3 clusters Score -1.621268e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150516 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -16212638.000000 Penalty: 3896.385986
	Iteration 112Q: 3 clusters Score -1.621264e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150644 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -16212621.000000 Penalty: 3896.385986
	Iteration 113Q: 3 clusters Score -1.621262e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150774 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -16212610.000000 Penalty: 3896.385986
	Iteration 114Q: 3 clusters Score -1.621261e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150917 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -16212644.000000 Penalty: 3896.385986
	Iteration 115Q: 3 clusters Score -1.621264e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151064 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -16212644.000000 Penalty: 3896.385986
	Iteration 116Q: 3 clusters Score -1.621264e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151227 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -16212651.000000 Penalty: 3896.385986
	Iteration 117Q: 3 clusters Score -1.621265e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151389 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -16212652.000000 Penalty: 3896.385986
	Iteration 118Q: 3 clusters Score -1.621265e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151533 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -16212642.000000 Penalty: 3896.385986
	Iteration 119Q: 3 clusters Score -1.621264e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151667 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -16212626.000000 Penalty: 3896.385986
	Iteration 120F: 3 clusters Score -1.621263e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151782 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -16212600.000000 Penalty: 3896.385986
	Iteration 121Q: 3 clusters Score -1.62126e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151900 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -16212575.000000 Penalty: 3896.385986
	Iteration 122Q: 3 clusters Score -1.621258e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152007 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -16212569.000000 Penalty: 3896.385986
	Iteration 123Q: 3 clusters Score -1.621257e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152113 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -16212540.000000 Penalty: 3896.385986
	Iteration 124Q: 3 clusters Score -1.621254e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152211 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -16212499.000000 Penalty: 3896.385986
	Iteration 125Q: 3 clusters Score -1.62125e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152286 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -16212512.000000 Penalty: 3896.385986
	Iteration 126Q: 3 clusters Score -1.621251e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152368 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -16212487.000000 Penalty: 3896.385986
	Iteration 127Q: 3 clusters Score -1.621249e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152442 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -16212438.000000 Penalty: 3896.385986
	Iteration 128Q: 3 clusters Score -1.621244e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152532 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -16212476.000000 Penalty: 3896.385986
	Iteration 129Q: 3 clusters Score -1.621248e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152625 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -16212439.000000 Penalty: 3896.385986
	Iteration 130Q: 3 clusters Score -1.621244e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152720 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -16212430.000000 Penalty: 3896.385986
	Iteration 131Q: 3 clusters Score -1.621243e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152840 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -16212431.000000 Penalty: 3896.385986
	Iteration 132Q: 3 clusters Score -1.621243e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152965 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -16212412.000000 Penalty: 3896.385986
	Iteration 133Q: 3 clusters Score -1.621241e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153081 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -16212414.000000 Penalty: 3896.385986
	Iteration 134Q: 3 clusters Score -1.621241e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153201 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -16212416.000000 Penalty: 3896.385986
	Iteration 135Q: 3 clusters Score -1.621242e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153329 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -16212390.000000 Penalty: 3896.385986
	Iteration 136Q: 3 clusters Score -1.621239e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153462 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -16212390.000000 Penalty: 3896.385986
	Iteration 137Q: 3 clusters Score -1.621239e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153585 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -16212400.000000 Penalty: 3896.385986
	Iteration 138Q: 3 clusters Score -1.62124e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153687 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -16212362.000000 Penalty: 3896.385986
	Iteration 139Q: 3 clusters Score -1.621236e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153793 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -16212376.000000 Penalty: 3896.385986
	Iteration 140F: 3 clusters Score -1.621238e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153917 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -16212369.000000 Penalty: 3896.385986
	Iteration 141Q: 3 clusters Score -1.621237e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154042 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -16212305.000000 Penalty: 3896.385986
	Iteration 142Q: 3 clusters Score -1.62123e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154165 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -16212321.000000 Penalty: 3896.385986
	Iteration 143Q: 3 clusters Score -1.621232e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154293 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -16212326.000000 Penalty: 3896.385986
	Iteration 144Q: 3 clusters Score -1.621233e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154427 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -16212288.000000 Penalty: 3896.385986
	Iteration 145Q: 3 clusters Score -1.621229e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154546 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -16212267.000000 Penalty: 3896.385986
	Iteration 146Q: 3 clusters Score -1.621227e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154655 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -16212257.000000 Penalty: 3896.385986
	Iteration 147Q: 3 clusters Score -1.621226e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154771 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -16212242.000000 Penalty: 3896.385986
	Iteration 148Q: 3 clusters Score -1.621224e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154899 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -16212217.000000 Penalty: 3896.385986
	Iteration 149Q: 3 clusters Score -1.621222e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155014 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -16212219.000000 Penalty: 3896.385986
	Iteration 150Q: 3 clusters Score -1.621222e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155106 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -16212221.000000 Penalty: 3896.385986
	Iteration 151Q: 3 clusters Score -1.621222e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155208 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -16212206.000000 Penalty: 3896.385986
	Iteration 152Q: 3 clusters Score -1.621221e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155308 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -16212160.000000 Penalty: 3896.385986
	Iteration 153Q: 3 clusters Score -1.621216e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155382 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -16212172.000000 Penalty: 3896.385986
	Iteration 154Q: 3 clusters Score -1.621217e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155445 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -16212162.000000 Penalty: 3896.385986
	Iteration 155Q: 3 clusters Score -1.621216e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155496 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -16212153.000000 Penalty: 3896.385986
	Iteration 156Q: 3 clusters Score -1.621215e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155553 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -16212154.000000 Penalty: 3896.385986
	Iteration 157Q: 3 clusters Score -1.621215e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155614 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -16212157.000000 Penalty: 3896.385986
	Iteration 158Q: 3 clusters Score -1.621216e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155661 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -16212172.000000 Penalty: 3896.385986
	Iteration 159Q: 3 clusters Score -1.621217e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155707 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -16212149.000000 Penalty: 3896.385986
	Iteration 160F: 3 clusters Score -1.621215e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155753 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -16212148.000000 Penalty: 3896.385986
	Iteration 161Q: 3 clusters Score -1.621215e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155801 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -16212140.000000 Penalty: 3896.385986
	Iteration 162Q: 3 clusters Score -1.621214e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155858 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -16212127.000000 Penalty: 3896.385986
	Iteration 163Q: 3 clusters Score -1.621213e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155914 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -16212119.000000 Penalty: 3896.385986
	Iteration 164Q: 3 clusters Score -1.621212e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155972 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -16212122.000000 Penalty: 3896.385986
	Iteration 165Q: 3 clusters Score -1.621212e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156018 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -16212101.000000 Penalty: 3896.385986
	Iteration 166Q: 3 clusters Score -1.62121e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156068 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -16212107.000000 Penalty: 3896.385986
	Iteration 167Q: 3 clusters Score -1.621211e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156124 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -16212098.000000 Penalty: 3896.385986
	Iteration 168Q: 3 clusters Score -1.62121e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156193 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -16212086.000000 Penalty: 3896.385986
	Iteration 169Q: 3 clusters Score -1.621209e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156260 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -16212095.000000 Penalty: 3896.385986
	Iteration 170Q: 3 clusters Score -1.62121e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156313 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -16212063.000000 Penalty: 3896.385986
	Iteration 171Q: 3 clusters Score -1.621206e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156370 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -16212046.000000 Penalty: 3896.385986
	Iteration 172Q: 3 clusters Score -1.621205e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156421 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -16212044.000000 Penalty: 3896.385986
	Iteration 173Q: 3 clusters Score -1.621204e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156466 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -16212010.000000 Penalty: 3896.385986
	Iteration 174Q: 3 clusters Score -1.621201e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156506 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -16211987.000000 Penalty: 3896.385986
	Iteration 175Q: 3 clusters Score -1.621199e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156565 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -16211986.000000 Penalty: 3896.385986
	Iteration 176Q: 3 clusters Score -1.621199e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156629 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -16211976.000000 Penalty: 3896.385986
	Iteration 177Q: 3 clusters Score -1.621198e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156694 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -16211969.000000 Penalty: 3896.385986
	Iteration 178Q: 3 clusters Score -1.621197e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156765 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -16211972.000000 Penalty: 3896.385986
	Iteration 179Q: 3 clusters Score -1.621197e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156836 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -16211939.000000 Penalty: 3896.385986
	Iteration 180F: 3 clusters Score -1.621194e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156906 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -16211944.000000 Penalty: 3896.385986
	Iteration 181Q: 3 clusters Score -1.621194e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156968 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -16211944.000000 Penalty: 3896.385986
	Iteration 182Q: 3 clusters Score -1.621194e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157024 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -16211911.000000 Penalty: 3896.385986
	Iteration 183Q: 3 clusters Score -1.621191e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157082 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -16211899.000000 Penalty: 3896.385986
	Iteration 184Q: 3 clusters Score -1.62119e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157141 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -16211912.000000 Penalty: 3896.385986
	Iteration 185Q: 3 clusters Score -1.621191e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157197 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -16211906.000000 Penalty: 3896.385986
	Iteration 186Q: 3 clusters Score -1.621191e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157263 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -16211895.000000 Penalty: 3896.385986
	Iteration 187Q: 3 clusters Score -1.62119e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157326 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -16211874.000000 Penalty: 3896.385986
	Iteration 188Q: 3 clusters Score -1.621187e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157392 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -16211867.000000 Penalty: 3896.385986
	Iteration 189Q: 3 clusters Score -1.621187e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157456 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -16211873.000000 Penalty: 3896.385986
	Iteration 190Q: 3 clusters Score -1.621187e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157508 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -16211866.000000 Penalty: 3896.385986
	Iteration 191Q: 3 clusters Score -1.621187e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157562 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -16211866.000000 Penalty: 3896.385986
	Iteration 192Q: 3 clusters Score -1.621187e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157603 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -16211853.000000 Penalty: 3896.385986
	Iteration 193Q: 3 clusters Score -1.621185e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157647 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -16211873.000000 Penalty: 3896.385986
	Iteration 194Q: 3 clusters Score -1.621187e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157694 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -16211862.000000 Penalty: 3896.385986
	Iteration 195Q: 3 clusters Score -1.621186e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157745 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -16211857.000000 Penalty: 3896.385986
	Iteration 196Q: 3 clusters Score -1.621186e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157797 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -16211841.000000 Penalty: 3896.385986
	Iteration 197Q: 3 clusters Score -1.621184e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157848 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -16211841.000000 Penalty: 3896.385986
	Iteration 198Q: 3 clusters Score -1.621184e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157903 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -16211862.000000 Penalty: 3896.385986
	Iteration 199Q: 3 clusters Score -1.621186e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157956 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -16211840.000000 Penalty: 3896.385986
	Iteration 200F: 3 clusters Score -1.621184e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158015 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -16211824.000000 Penalty: 3896.385986
	Iteration 201Q: 3 clusters Score -1.621182e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158069 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -16211816.000000 Penalty: 3896.385986
	Iteration 202Q: 3 clusters Score -1.621182e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158121 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -16211789.000000 Penalty: 3896.385986
	Iteration 203Q: 3 clusters Score -1.621179e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158173 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -16211795.000000 Penalty: 3896.385986
	Iteration 204Q: 3 clusters Score -1.62118e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158216 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -16211778.000000 Penalty: 3896.385986
	Iteration 205Q: 3 clusters Score -1.621178e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158267 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -16211791.000000 Penalty: 3896.385986
	Iteration 206Q: 3 clusters Score -1.621179e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158329 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -16211796.000000 Penalty: 3896.385986
	Iteration 207Q: 3 clusters Score -1.62118e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158385 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -16211776.000000 Penalty: 3896.385986
	Iteration 208Q: 3 clusters Score -1.621178e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158436 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -16211794.000000 Penalty: 3896.385986
	Iteration 209Q: 3 clusters Score -1.621179e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158475 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -16211771.000000 Penalty: 3896.385986
	Iteration 210Q: 3 clusters Score -1.621177e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158522 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -16211773.000000 Penalty: 3896.385986
	Iteration 211Q: 3 clusters Score -1.621177e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158574 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -16211746.000000 Penalty: 3896.385986
	Iteration 212Q: 3 clusters Score -1.621175e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158636 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -16211725.000000 Penalty: 3896.385986
	Iteration 213Q: 3 clusters Score -1.621172e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158686 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -16211700.000000 Penalty: 3896.385986
	Iteration 214Q: 3 clusters Score -1.62117e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158738 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -16211710.000000 Penalty: 3896.385986
	Iteration 215Q: 3 clusters Score -1.621171e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158797 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -16211704.000000 Penalty: 3896.385986
	Iteration 216Q: 3 clusters Score -1.62117e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158848 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -16211682.000000 Penalty: 3896.385986
	Iteration 217Q: 3 clusters Score -1.621168e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158900 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -16211682.000000 Penalty: 3896.385986
	Iteration 218Q: 3 clusters Score -1.621168e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158959 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -16211681.000000 Penalty: 3896.385986
	Iteration 219Q: 3 clusters Score -1.621168e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159016 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -16211670.000000 Penalty: 3896.385986
	Iteration 220F: 3 clusters Score -1.621167e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159070 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -16211676.000000 Penalty: 3896.385986
	Iteration 221Q: 3 clusters Score -1.621168e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159118 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -16211673.000000 Penalty: 3896.385986
	Iteration 222Q: 3 clusters Score -1.621167e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159163 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -16211679.000000 Penalty: 3896.385986
	Iteration 223Q: 3 clusters Score -1.621168e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159204 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -16211660.000000 Penalty: 3896.385986
	Iteration 224Q: 3 clusters Score -1.621166e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159249 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -16211676.000000 Penalty: 3896.385986
	Iteration 225Q: 3 clusters Score -1.621168e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159289 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -16211683.000000 Penalty: 3896.385986
	Iteration 226Q: 3 clusters Score -1.621168e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159330 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -16211665.000000 Penalty: 3896.385986
	Iteration 227Q: 3 clusters Score -1.621166e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159371 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -16211641.000000 Penalty: 3896.385986
	Iteration 228Q: 3 clusters Score -1.621164e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159418 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -16211605.000000 Penalty: 3896.385986
	Iteration 229Q: 3 clusters Score -1.62116e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159461 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -16211591.000000 Penalty: 3896.385986
	Iteration 230Q: 3 clusters Score -1.621159e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159507 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -16211598.000000 Penalty: 3896.385986
	Iteration 231Q: 3 clusters Score -1.62116e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159550 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -16211608.000000 Penalty: 3896.385986
	Iteration 232Q: 3 clusters Score -1.621161e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159596 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -16211595.000000 Penalty: 3896.385986
	Iteration 233Q: 3 clusters Score -1.62116e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159631 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -16211607.000000 Penalty: 3896.385986
	Iteration 234Q: 3 clusters Score -1.621161e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159657 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -16211621.000000 Penalty: 3896.385986
	Iteration 235Q: 3 clusters Score -1.621162e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159686 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -16211619.000000 Penalty: 3896.385986
	Iteration 236Q: 3 clusters Score -1.621162e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159722 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -16211598.000000 Penalty: 3896.385986
	Iteration 237Q: 3 clusters Score -1.62116e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159755 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -16211618.000000 Penalty: 3896.385986
	Iteration 238Q: 3 clusters Score -1.621162e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159789 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -16211607.000000 Penalty: 3896.385986
	Iteration 239Q: 3 clusters Score -1.621161e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159825 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -16211624.000000 Penalty: 3896.385986
	Iteration 240F: 3 clusters Score -1.621162e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159863 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -16211605.000000 Penalty: 3896.385986
	Iteration 241Q: 3 clusters Score -1.62116e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159909 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -16211596.000000 Penalty: 3896.385986
	Iteration 242Q: 3 clusters Score -1.62116e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159941 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -16211633.000000 Penalty: 3896.385986
	Iteration 243Q: 3 clusters Score -1.621163e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159975 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -16211632.000000 Penalty: 3896.385986
	Iteration 244Q: 3 clusters Score -1.621163e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159996 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -16211634.000000 Penalty: 3896.385986
	Iteration 245Q: 3 clusters Score -1.621163e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160025 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -16211653.000000 Penalty: 3896.385986
	Iteration 246Q: 3 clusters Score -1.621165e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160054 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -16211647.000000 Penalty: 3896.385986
	Iteration 247Q: 3 clusters Score -1.621165e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160070 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -16211642.000000 Penalty: 3896.385986
	Iteration 248Q: 3 clusters Score -1.621164e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160081 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -16211650.000000 Penalty: 3896.385986
	Iteration 249Q: 3 clusters Score -1.621165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160086 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -16211635.000000 Penalty: 3896.385986
	Iteration 250Q: 3 clusters Score -1.621164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160089 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -16211642.000000 Penalty: 3896.385986
	Iteration 251Q: 3 clusters Score -1.621164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160095 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -16211650.000000 Penalty: 3896.385986
	Iteration 252Q: 3 clusters Score -1.621165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160103 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -16211642.000000 Penalty: 3896.385986
	Iteration 253Q: 3 clusters Score -1.621164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160111 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -16211648.000000 Penalty: 3896.385986
	Iteration 254Q: 3 clusters Score -1.621165e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160122 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -16211644.000000 Penalty: 3896.385986
	Iteration 255Q: 3 clusters Score -1.621164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160130 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -16211639.000000 Penalty: 3896.385986
	Iteration 256Q: 3 clusters Score -1.621164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160136 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -16211636.000000 Penalty: 3896.385986
	Iteration 257Q: 3 clusters Score -1.621164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160139 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -16211638.000000 Penalty: 3896.385986
	Iteration 258Q: 3 clusters Score -1.621164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160144 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -16211645.000000 Penalty: 3896.385986
	Iteration 259Q: 3 clusters Score -1.621164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160145 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -16211639.000000 Penalty: 3896.385986
	Iteration 260F: 3 clusters Score -1.621164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160146 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -16211642.000000 Penalty: 3896.385986
	Iteration 261Q: 3 clusters Score -1.621164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160148 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -16211638.000000 Penalty: 3896.385986
	Iteration 262Q: 3 clusters Score -1.621164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160148 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -16211638.000000 Penalty: 3896.385986
	Iteration 263F: 3 clusters Score -1.621164e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (117183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117183 members 
Entering Unmasked Estep 
Score: -12028951.000000 Penalty: 1896.617432
	Iteration 0F: 2 clusters Score -1.202895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 58484 members 
Entering Unmasked Estep 
Score: -11950504.000000 Penalty: 3793.234863
	Iteration 0F: 3 clusters Score -1.19505e+07 nChanged 56500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 58054 members 
Entering Unmasked Estep 
Score: -11983680.000000 Penalty: 3793.234863
	Iteration 1F: 3 clusters Score -1.198368e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 57921 members 
Entering Unmasked Estep 
Score: -11984745.000000 Penalty: 3793.234863
	Iteration 2Q: 3 clusters Score -1.198474e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59337 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
Score: -11986435.000000 Penalty: 3793.234863
	Iteration 3Q: 3 clusters Score -1.198644e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59111 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -11989230.000000 Penalty: 3793.234863
	Iteration 4Q: 3 clusters Score -1.198923e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -11993046.000000 Penalty: 3793.234863
	Iteration 5F: 3 clusters Score -1.199305e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56888 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -11997811.000000 Penalty: 3793.234863
	Iteration 6F: 3 clusters Score -1.199781e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54818 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -12003247.000000 Penalty: 3793.234863
	Iteration 7F: 3 clusters Score -1.200325e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52413 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -12008563.000000 Penalty: 3793.234863
	Iteration 8F: 3 clusters Score -1.200856e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 67293 members 
Entering Unmasked Estep 
Score: -12013082.000000 Penalty: 3793.234863
	Iteration 9F: 3 clusters Score -1.201308e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 69616 members 
Entering Unmasked Estep 
Score: -12016070.000000 Penalty: 3793.234863
	Iteration 10Q: 3 clusters Score -1.201607e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 71637 members 
Entering Unmasked Estep 
Score: -12017703.000000 Penalty: 3793.234863
	Iteration 11Q: 3 clusters Score -1.20177e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
Score: -12018791.000000 Penalty: 3793.234863
	Iteration 12Q: 3 clusters Score -1.201879e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 74861 members 
Entering Unmasked Estep 
Score: -12019577.000000 Penalty: 3793.234863
	Iteration 13Q: 3 clusters Score -1.201958e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 76192 members 
Entering Unmasked Estep 
Score: -12020095.000000 Penalty: 3793.234863
	Iteration 14Q: 3 clusters Score -1.20201e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 77364 members 
Entering Unmasked Estep 
Score: -12020443.000000 Penalty: 3793.234863
	Iteration 15Q: 3 clusters Score -1.202044e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 78432 members 
Entering Unmasked Estep 
Score: -12020824.000000 Penalty: 3793.234863
	Iteration 16Q: 3 clusters Score -1.202082e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 79506 members 
Entering Unmasked Estep 
Score: -12021086.000000 Penalty: 3793.234863
	Iteration 17Q: 3 clusters Score -1.202109e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 80564 members 
Entering Unmasked Estep 
Score: -12021407.000000 Penalty: 3793.234863
	Iteration 18Q: 3 clusters Score -1.202141e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 81602 members 
Entering Unmasked Estep 
Score: -12021569.000000 Penalty: 3793.234863
	Iteration 19Q: 3 clusters Score -1.202157e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 82584 members 
Entering Unmasked Estep 
Score: -12021772.000000 Penalty: 3793.234863
	Iteration 20F: 3 clusters Score -1.202177e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 83562 members 
Entering Unmasked Estep 
Score: -12021878.000000 Penalty: 3793.234863
	Iteration 21Q: 3 clusters Score -1.202188e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 84488 members 
Entering Unmasked Estep 
Score: -12022061.000000 Penalty: 3793.234863
	Iteration 22Q: 3 clusters Score -1.202206e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 85439 members 
Entering Unmasked Estep 
Score: -12022266.000000 Penalty: 3793.234863
	Iteration 23Q: 3 clusters Score -1.202227e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 86380 members 
Entering Unmasked Estep 
Score: -12022391.000000 Penalty: 3793.234863
	Iteration 24Q: 3 clusters Score -1.202239e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 87344 members 
Entering Unmasked Estep 
Score: -12022596.000000 Penalty: 3793.234863
	Iteration 25Q: 3 clusters Score -1.20226e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 88332 members 
Entering Unmasked Estep 
Score: -12022676.000000 Penalty: 3793.234863
	Iteration 26Q: 3 clusters Score -1.202268e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 89282 members 
Entering Unmasked Estep 
Score: -12022860.000000 Penalty: 3793.234863
	Iteration 27Q: 3 clusters Score -1.202286e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 90223 members 
Entering Unmasked Estep 
Score: -12023003.000000 Penalty: 3793.234863
	Iteration 28Q: 3 clusters Score -1.2023e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 91128 members 
Entering Unmasked Estep 
Score: -12023200.000000 Penalty: 3793.234863
	Iteration 29Q: 3 clusters Score -1.20232e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 92032 members 
Entering Unmasked Estep 
Score: -12023373.000000 Penalty: 3793.234863
	Iteration 30Q: 3 clusters Score -1.202337e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 92938 members 
Entering Unmasked Estep 
Score: -12023537.000000 Penalty: 3793.234863
	Iteration 31Q: 3 clusters Score -1.202354e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 93844 members 
Entering Unmasked Estep 
Score: -12023724.000000 Penalty: 3793.234863
	Iteration 32Q: 3 clusters Score -1.202372e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 94818 members 
Entering Unmasked Estep 
Score: -12023846.000000 Penalty: 3793.234863
	Iteration 33Q: 3 clusters Score -1.202385e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 95765 members 
Entering Unmasked Estep 
Score: -12023994.000000 Penalty: 3793.234863
	Iteration 34Q: 3 clusters Score -1.202399e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 96709 members 
Entering Unmasked Estep 
Score: -12024152.000000 Penalty: 3793.234863
	Iteration 35Q: 3 clusters Score -1.202415e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 97649 members 
Entering Unmasked Estep 
Score: -12024359.000000 Penalty: 3793.234863
	Iteration 36Q: 3 clusters Score -1.202436e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 98593 members 
Entering Unmasked Estep 
Score: -12024497.000000 Penalty: 3793.234863
	Iteration 37Q: 3 clusters Score -1.20245e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 99538 members 
Entering Unmasked Estep 
Score: -12024707.000000 Penalty: 3793.234863
	Iteration 38Q: 3 clusters Score -1.202471e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 100421 members 
Entering Unmasked Estep 
Score: -12025006.000000 Penalty: 3793.234863
	Iteration 39Q: 3 clusters Score -1.202501e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 101265 members 
Entering Unmasked Estep 
Score: -12025204.000000 Penalty: 3793.234863
	Iteration 40F: 3 clusters Score -1.20252e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 102126 members 
Entering Unmasked Estep 
Score: -12025468.000000 Penalty: 3793.234863
	Iteration 41Q: 3 clusters Score -1.202547e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 102984 members 
Entering Unmasked Estep 
Score: -12025679.000000 Penalty: 3793.234863
	Iteration 42Q: 3 clusters Score -1.202568e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 103842 members 
Entering Unmasked Estep 
Score: -12025855.000000 Penalty: 3793.234863
	Iteration 43Q: 3 clusters Score -1.202586e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 104664 members 
Entering Unmasked Estep 
Score: -12026038.000000 Penalty: 3793.234863
	Iteration 44Q: 3 clusters Score -1.202604e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 105471 members 
Entering Unmasked Estep 
Score: -12026242.000000 Penalty: 3793.234863
	Iteration 45Q: 3 clusters Score -1.202624e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 106285 members 
Entering Unmasked Estep 
Score: -12026515.000000 Penalty: 3793.234863
	Iteration 46Q: 3 clusters Score -1.202652e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 107027 members 
Entering Unmasked Estep 
Score: -12026703.000000 Penalty: 3793.234863
	Iteration 47Q: 3 clusters Score -1.20267e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 107735 members 
Entering Unmasked Estep 
Score: -12026868.000000 Penalty: 3793.234863
	Iteration 48Q: 3 clusters Score -1.202687e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 108402 members 
Entering Unmasked Estep 
Score: -12027028.000000 Penalty: 3793.234863
	Iteration 49Q: 3 clusters Score -1.202703e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 109055 members 
Entering Unmasked Estep 
Score: -12027206.000000 Penalty: 3793.234863
	Iteration 50Q: 3 clusters Score -1.202721e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 109667 members 
Entering Unmasked Estep 
Score: -12027382.000000 Penalty: 3793.234863
	Iteration 51Q: 3 clusters Score -1.202738e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 110201 members 
Entering Unmasked Estep 
Score: -12027548.000000 Penalty: 3793.234863
	Iteration 52Q: 3 clusters Score -1.202755e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 110663 members 
Entering Unmasked Estep 
Score: -12027647.000000 Penalty: 3793.234863
	Iteration 53Q: 3 clusters Score -1.202765e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 111076 members 
Entering Unmasked Estep 
Score: -12027683.000000 Penalty: 3793.234863
	Iteration 54Q: 3 clusters Score -1.202768e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 111443 members 
Entering Unmasked Estep 
Score: -12027759.000000 Penalty: 3793.234863
	Iteration 55Q: 3 clusters Score -1.202776e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 111789 members 
Entering Unmasked Estep 
Score: -12027849.000000 Penalty: 3793.234863
	Iteration 56Q: 3 clusters Score -1.202785e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 112105 members 
Entering Unmasked Estep 
Score: -12027880.000000 Penalty: 3793.234863
	Iteration 57Q: 3 clusters Score -1.202788e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 112371 members 
Entering Unmasked Estep 
Score: -12027932.000000 Penalty: 3793.234863
	Iteration 58Q: 3 clusters Score -1.202793e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 112599 members 
Entering Unmasked Estep 
Score: -12027980.000000 Penalty: 3793.234863
	Iteration 59Q: 3 clusters Score -1.202798e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 112783 members 
Entering Unmasked Estep 
Score: -12028060.000000 Penalty: 3793.234863
	Iteration 60F: 3 clusters Score -1.202806e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 112938 members 
Entering Unmasked Estep 
Score: -12028079.000000 Penalty: 3793.234863
	Iteration 61Q: 3 clusters Score -1.202808e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 113089 members 
Entering Unmasked Estep 
Score: -12028117.000000 Penalty: 3793.234863
	Iteration 62Q: 3 clusters Score -1.202812e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 113215 members 
Entering Unmasked Estep 
Score: -12028109.000000 Penalty: 3793.234863
	Iteration 63Q: 3 clusters Score -1.202811e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 113345 members 
Entering Unmasked Estep 
Score: -12028139.000000 Penalty: 3793.234863
	Iteration 64Q: 3 clusters Score -1.202814e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 113447 members 
Entering Unmasked Estep 
Score: -12028182.000000 Penalty: 3793.234863
	Iteration 65Q: 3 clusters Score -1.202818e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 113542 members 
Entering Unmasked Estep 
Score: -12028202.000000 Penalty: 3793.234863
	Iteration 66Q: 3 clusters Score -1.20282e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 113627 members 
Entering Unmasked Estep 
Score: -12028203.000000 Penalty: 3793.234863
	Iteration 67Q: 3 clusters Score -1.20282e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 113709 members 
Entering Unmasked Estep 
Score: -12028203.000000 Penalty: 3793.234863
	Iteration 68Q: 3 clusters Score -1.20282e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 113766 members 
Entering Unmasked Estep 
Score: -12028216.000000 Penalty: 3793.234863
	Iteration 69Q: 3 clusters Score -1.202822e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 113824 members 
Entering Unmasked Estep 
Score: -12028237.000000 Penalty: 3793.234863
	Iteration 70Q: 3 clusters Score -1.202824e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 113883 members 
Entering Unmasked Estep 
Score: -12028234.000000 Penalty: 3793.234863
	Iteration 71Q: 3 clusters Score -1.202823e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 113931 members 
Entering Unmasked Estep 
Score: -12028248.000000 Penalty: 3793.234863
	Iteration 72Q: 3 clusters Score -1.202825e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 113986 members 
Entering Unmasked Estep 
Score: -12028250.000000 Penalty: 3793.234863
	Iteration 73Q: 3 clusters Score -1.202825e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 114041 members 
Entering Unmasked Estep 
Score: -12028239.000000 Penalty: 3793.234863
	Iteration 74Q: 3 clusters Score -1.202824e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 114100 members 
Entering Unmasked Estep 
Score: -12028250.000000 Penalty: 3793.234863
	Iteration 75Q: 3 clusters Score -1.202825e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 114158 members 
Entering Unmasked Estep 
Score: -12028251.000000 Penalty: 3793.234863
	Iteration 76Q: 3 clusters Score -1.202825e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 114206 members 
Entering Unmasked Estep 
Score: -12028259.000000 Penalty: 3793.234863
	Iteration 77Q: 3 clusters Score -1.202826e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 114253 members 
Entering Unmasked Estep 
Score: -12028249.000000 Penalty: 3793.234863
	Iteration 78Q: 3 clusters Score -1.202825e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 114301 members 
Entering Unmasked Estep 
Score: -12028264.000000 Penalty: 3793.234863
	Iteration 79Q: 3 clusters Score -1.202826e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 114346 members 
Entering Unmasked Estep 
Score: -12028271.000000 Penalty: 3793.234863
	Iteration 80F: 3 clusters Score -1.202827e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 114393 members 
Entering Unmasked Estep 
Score: -12028276.000000 Penalty: 3793.234863
	Iteration 81Q: 3 clusters Score -1.202828e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 114426 members 
Entering Unmasked Estep 
Score: -12028308.000000 Penalty: 3793.234863
	Iteration 82Q: 3 clusters Score -1.202831e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 114459 members 
Entering Unmasked Estep 
Score: -12028308.000000 Penalty: 3793.234863
	Iteration 83Q: 3 clusters Score -1.202831e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 114488 members 
Entering Unmasked Estep 
Score: -12028316.000000 Penalty: 3793.234863
	Iteration 84Q: 3 clusters Score -1.202832e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 114513 members 
Entering Unmasked Estep 
Score: -12028314.000000 Penalty: 3793.234863
	Iteration 85Q: 3 clusters Score -1.202831e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 114529 members 
Entering Unmasked Estep 
Score: -12028313.000000 Penalty: 3793.234863
	Iteration 86Q: 3 clusters Score -1.202831e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 114549 members 
Entering Unmasked Estep 
Score: -12028304.000000 Penalty: 3793.234863
	Iteration 87Q: 3 clusters Score -1.20283e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 114567 members 
Entering Unmasked Estep 
Score: -12028293.000000 Penalty: 3793.234863
	Iteration 88Q: 3 clusters Score -1.202829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 114580 members 
Entering Unmasked Estep 
Score: -12028299.000000 Penalty: 3793.234863
	Iteration 89Q: 3 clusters Score -1.20283e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 114598 members 
Entering Unmasked Estep 
Score: -12028291.000000 Penalty: 3793.234863
	Iteration 90Q: 3 clusters Score -1.202829e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 114618 members 
Entering Unmasked Estep 
Score: -12028293.000000 Penalty: 3793.234863
	Iteration 91Q: 3 clusters Score -1.202829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 114631 members 
Entering Unmasked Estep 
Score: -12028300.000000 Penalty: 3793.234863
	Iteration 92Q: 3 clusters Score -1.20283e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 114646 members 
Entering Unmasked Estep 
Score: -12028302.000000 Penalty: 3793.234863
	Iteration 93Q: 3 clusters Score -1.20283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 114659 members 
Entering Unmasked Estep 
Score: -12028299.000000 Penalty: 3793.234863
	Iteration 94Q: 3 clusters Score -1.20283e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 114671 members 
Entering Unmasked Estep 
Score: -12028297.000000 Penalty: 3793.234863
	Iteration 95Q: 3 clusters Score -1.20283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 114685 members 
Entering Unmasked Estep 
Score: -12028292.000000 Penalty: 3793.234863
	Iteration 96Q: 3 clusters Score -1.202829e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 114703 members 
Entering Unmasked Estep 
Score: -12028284.000000 Penalty: 3793.234863
	Iteration 97Q: 3 clusters Score -1.202828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 114717 members 
Entering Unmasked Estep 
Score: -12028283.000000 Penalty: 3793.234863
	Iteration 98Q: 3 clusters Score -1.202828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 114734 members 
Entering Unmasked Estep 
Score: -12028284.000000 Penalty: 3793.234863
	Iteration 99Q: 3 clusters Score -1.202828e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 114750 members 
Entering Unmasked Estep 
Score: -12028284.000000 Penalty: 3793.234863
	Iteration 100F: 3 clusters Score -1.202828e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 114769 members 
Entering Unmasked Estep 
Score: -12028285.000000 Penalty: 3793.234863
	Iteration 101Q: 3 clusters Score -1.202828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 114786 members 
Entering Unmasked Estep 
Score: -12028270.000000 Penalty: 3793.234863
	Iteration 102Q: 3 clusters Score -1.202827e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 114800 members 
Entering Unmasked Estep 
Score: -12028269.000000 Penalty: 3793.234863
	Iteration 103Q: 3 clusters Score -1.202827e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 114814 members 
Entering Unmasked Estep 
Score: -12028263.000000 Penalty: 3793.234863
	Iteration 104Q: 3 clusters Score -1.202826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 114827 members 
Entering Unmasked Estep 
Score: -12028261.000000 Penalty: 3793.234863
	Iteration 105Q: 3 clusters Score -1.202826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 114840 members 
Entering Unmasked Estep 
Score: -12028280.000000 Penalty: 3793.234863
	Iteration 106Q: 3 clusters Score -1.202828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 114854 members 
Entering Unmasked Estep 
Score: -12028293.000000 Penalty: 3793.234863
	Iteration 107Q: 3 clusters Score -1.202829e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 114880 members 
Entering Unmasked Estep 
Score: -12028285.000000 Penalty: 3793.234863
	Iteration 108Q: 3 clusters Score -1.202828e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 114905 members 
Entering Unmasked Estep 
Score: -12028281.000000 Penalty: 3793.234863
	Iteration 109Q: 3 clusters Score -1.202828e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 114919 members 
Entering Unmasked Estep 
Score: -12028287.000000 Penalty: 3793.234863
	Iteration 110Q: 3 clusters Score -1.202829e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 114936 members 
Entering Unmasked Estep 
Score: -12028287.000000 Penalty: 3793.234863
	Iteration 111Q: 3 clusters Score -1.202829e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 114952 members 
Entering Unmasked Estep 
Score: -12028289.000000 Penalty: 3793.234863
	Iteration 112Q: 3 clusters Score -1.202829e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 114965 members 
Entering Unmasked Estep 
Score: -12028303.000000 Penalty: 3793.234863
	Iteration 113Q: 3 clusters Score -1.20283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 114976 members 
Entering Unmasked Estep 
Score: -12028305.000000 Penalty: 3793.234863
	Iteration 114Q: 3 clusters Score -1.20283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 114983 members 
Entering Unmasked Estep 
Score: -12028314.000000 Penalty: 3793.234863
	Iteration 115Q: 3 clusters Score -1.202831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 114989 members 
Entering Unmasked Estep 
Score: -12028314.000000 Penalty: 3793.234863
	Iteration 116Q: 3 clusters Score -1.202831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 114995 members 
Entering Unmasked Estep 
Score: -12028315.000000 Penalty: 3793.234863
	Iteration 117Q: 3 clusters Score -1.202832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 115000 members 
Entering Unmasked Estep 
Score: -12028310.000000 Penalty: 3793.234863
	Iteration 118Q: 3 clusters Score -1.202831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 115005 members 
Entering Unmasked Estep 
Score: -12028305.000000 Penalty: 3793.234863
	Iteration 119Q: 3 clusters Score -1.20283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 115009 members 
Entering Unmasked Estep 
Score: -12028308.000000 Penalty: 3793.234863
	Iteration 120F: 3 clusters Score -1.202831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 115010 members 
Entering Unmasked Estep 
Score: -12028308.000000 Penalty: 3793.234863
	Iteration 121Q: 3 clusters Score -1.202831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 115010 members 
Entering Unmasked Estep 
Score: -12028308.000000 Penalty: 3793.234863
	Iteration 122F: 3 clusters Score -1.202831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Entering Unmasked Estep 
Score: -1495192.000000 Penalty: 1561.623047
	Iteration 0F: 2 clusters Score -1495192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1484883.125000 Penalty: 3123.246094
	Iteration 0F: 3 clusters Score -1484883 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1488457.250000 Penalty: 3123.246094
	Iteration 1F: 3 clusters Score -1488457 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1488661.375000 Penalty: 3123.246094
	Iteration 2Q: 3 clusters Score -1488661 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1488802.000000 Penalty: 3123.246094
	Iteration 3Q: 3 clusters Score -1488802 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1488916.125000 Penalty: 3123.246094
	Iteration 4Q: 3 clusters Score -1488916 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1489018.375000 Penalty: 3123.246094
	Iteration 5Q: 3 clusters Score -1489018 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1489112.750000 Penalty: 3123.246094
	Iteration 6Q: 3 clusters Score -1489113 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1489214.625000 Penalty: 3123.246094
	Iteration 7Q: 3 clusters Score -1489215 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1489331.375000 Penalty: 3123.246094
	Iteration 8Q: 3 clusters Score -1489331 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1489461.125000 Penalty: 3123.246094
	Iteration 9Q: 3 clusters Score -1489461 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1489597.625000 Penalty: 3123.246094
	Iteration 10Q: 3 clusters Score -1489598 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1489781.000000 Penalty: 3123.246094
	Iteration 11Q: 3 clusters Score -1489781 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1490013.875000 Penalty: 3123.246094
	Iteration 12Q: 3 clusters Score -1490014 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1490319.125000 Penalty: 3123.246094
	Iteration 13Q: 3 clusters Score -1490319 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1490741.375000 Penalty: 3123.246094
	Iteration 14Q: 3 clusters Score -1490741 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1491241.125000 Penalty: 3123.246094
	Iteration 15Q: 3 clusters Score -1491241 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1491669.625000 Penalty: 3123.246094
	Iteration 16Q: 3 clusters Score -1491670 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1491966.875000 Penalty: 3123.246094
	Iteration 17Q: 3 clusters Score -1491967 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1492212.375000 Penalty: 3123.246094
	Iteration 18Q: 3 clusters Score -1492212 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1492459.750000 Penalty: 3123.246094
	Iteration 19Q: 3 clusters Score -1492460 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1492710.000000 Penalty: 3123.246094
	Iteration 20F: 3 clusters Score -1492710 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1492983.250000 Penalty: 3123.246094
	Iteration 21Q: 3 clusters Score -1492983 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1493246.625000 Penalty: 3123.246094
	Iteration 22Q: 3 clusters Score -1493247 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1493435.375000 Penalty: 3123.246094
	Iteration 23Q: 3 clusters Score -1493435 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1493543.125000 Penalty: 3123.246094
	Iteration 24Q: 3 clusters Score -1493543 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1493617.625000 Penalty: 3123.246094
	Iteration 25Q: 3 clusters Score -1493618 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1493674.625000 Penalty: 3123.246094
	Iteration 26Q: 3 clusters Score -1493675 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1493710.250000 Penalty: 3123.246094
	Iteration 27Q: 3 clusters Score -1493710 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1493731.875000 Penalty: 3123.246094
	Iteration 28Q: 3 clusters Score -1493732 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1493746.500000 Penalty: 3123.246094
	Iteration 29Q: 3 clusters Score -1493746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1493757.125000 Penalty: 3123.246094
	Iteration 30Q: 3 clusters Score -1493757 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1493766.000000 Penalty: 3123.246094
	Iteration 31Q: 3 clusters Score -1493766 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1493774.500000 Penalty: 3123.246094
	Iteration 32Q: 3 clusters Score -1493774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1493780.000000 Penalty: 3123.246094
	Iteration 33Q: 3 clusters Score -1493780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1493780.000000 Penalty: 3123.246094
	Iteration 34Q: 3 clusters Score -1493780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1493782.750000 Penalty: 3123.246094
	Iteration 35Q: 3 clusters Score -1493783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1493782.500000 Penalty: 3123.246094
	Iteration 36Q: 3 clusters Score -1493782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1493788.625000 Penalty: 3123.246094
	Iteration 37Q: 3 clusters Score -1493789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1493790.375000 Penalty: 3123.246094
	Iteration 38Q: 3 clusters Score -1493790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1493791.625000 Penalty: 3123.246094
	Iteration 39Q: 3 clusters Score -1493792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1493789.000000 Penalty: 3123.246094
	Iteration 40F: 3 clusters Score -1493789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1493790.750000 Penalty: 3123.246094
	Iteration 41Q: 3 clusters Score -1493791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1493791.125000 Penalty: 3123.246094
	Iteration 42Q: 3 clusters Score -1493791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1493795.000000 Penalty: 3123.246094
	Iteration 43Q: 3 clusters Score -1493795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1493790.500000 Penalty: 3123.246094
	Iteration 44Q: 3 clusters Score -1493790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1493795.750000 Penalty: 3123.246094
	Iteration 45Q: 3 clusters Score -1493796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1493794.750000 Penalty: 3123.246094
	Iteration 46Q: 3 clusters Score -1493795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1493795.375000 Penalty: 3123.246094
	Iteration 47Q: 3 clusters Score -1493795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1493798.000000 Penalty: 3123.246094
	Iteration 48Q: 3 clusters Score -1493798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1493796.125000 Penalty: 3123.246094
	Iteration 49Q: 3 clusters Score -1493796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1493797.250000 Penalty: 3123.246094
	Iteration 50Q: 3 clusters Score -1493797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1493795.875000 Penalty: 3123.246094
	Iteration 51Q: 3 clusters Score -1493796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1493794.375000 Penalty: 3123.246094
	Iteration 52Q: 3 clusters Score -1493794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1493795.500000 Penalty: 3123.246094
	Iteration 53Q: 3 clusters Score -1493796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1493800.375000 Penalty: 3123.246094
	Iteration 54Q: 3 clusters Score -1493800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1493800.000000 Penalty: 3123.246094
	Iteration 55Q: 3 clusters Score -1493800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1493797.000000 Penalty: 3123.246094
	Iteration 56Q: 3 clusters Score -1493797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1493798.375000 Penalty: 3123.246094
	Iteration 57Q: 3 clusters Score -1493798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1493801.000000 Penalty: 3123.246094
	Iteration 58Q: 3 clusters Score -1493801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1493798.125000 Penalty: 3123.246094
	Iteration 59Q: 3 clusters Score -1493798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1493798.375000 Penalty: 3123.246094
	Iteration 60F: 3 clusters Score -1493798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Entering Unmasked Estep 
Score: -1918275.000000 Penalty: 1607.445435
	Iteration 0F: 2 clusters Score -1918275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1904795.000000 Penalty: 3214.890869
	Iteration 0F: 3 clusters Score -1904795 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1909508.625000 Penalty: 3214.890869
	Iteration 1F: 3 clusters Score -1909509 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1909846.375000 Penalty: 3214.890869
	Iteration 2Q: 3 clusters Score -1909846 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1910202.750000 Penalty: 3214.890869
	Iteration 3Q: 3 clusters Score -1910203 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1910514.125000 Penalty: 3214.890869
	Iteration 4Q: 3 clusters Score -1910514 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1910860.500000 Penalty: 3214.890869
	Iteration 5Q: 3 clusters Score -1910860 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1911284.500000 Penalty: 3214.890869
	Iteration 6Q: 3 clusters Score -1911284 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1911700.750000 Penalty: 3214.890869
	Iteration 7Q: 3 clusters Score -1911701 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1912069.625000 Penalty: 3214.890869
	Iteration 8Q: 3 clusters Score -1912070 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1912399.875000 Penalty: 3214.890869
	Iteration 9Q: 3 clusters Score -1912400 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1912651.250000 Penalty: 3214.890869
	Iteration 10Q: 3 clusters Score -1912651 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1912862.750000 Penalty: 3214.890869
	Iteration 11Q: 3 clusters Score -1912863 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1913006.750000 Penalty: 3214.890869
	Iteration 12Q: 3 clusters Score -1913007 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1913106.250000 Penalty: 3214.890869
	Iteration 13Q: 3 clusters Score -1913106 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1913179.375000 Penalty: 3214.890869
	Iteration 14Q: 3 clusters Score -1913179 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1913243.250000 Penalty: 3214.890869
	Iteration 15Q: 3 clusters Score -1913243 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1913293.500000 Penalty: 3214.890869
	Iteration 16Q: 3 clusters Score -1913294 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1913353.125000 Penalty: 3214.890869
	Iteration 17Q: 3 clusters Score -1913353 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1913395.375000 Penalty: 3214.890869
	Iteration 18Q: 3 clusters Score -1913395 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1913458.125000 Penalty: 3214.890869
	Iteration 19Q: 3 clusters Score -1913458 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1913538.000000 Penalty: 3214.890869
	Iteration 20F: 3 clusters Score -1913538 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1913592.750000 Penalty: 3214.890869
	Iteration 21Q: 3 clusters Score -1913593 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1913660.875000 Penalty: 3214.890869
	Iteration 22Q: 3 clusters Score -1913661 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1913733.875000 Penalty: 3214.890869
	Iteration 23Q: 3 clusters Score -1913734 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1913804.125000 Penalty: 3214.890869
	Iteration 24Q: 3 clusters Score -1913804 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1913894.625000 Penalty: 3214.890869
	Iteration 25Q: 3 clusters Score -1913895 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1913969.750000 Penalty: 3214.890869
	Iteration 26Q: 3 clusters Score -1913970 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1914043.750000 Penalty: 3214.890869
	Iteration 27Q: 3 clusters Score -1914044 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1914098.375000 Penalty: 3214.890869
	Iteration 28Q: 3 clusters Score -1914098 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1914134.625000 Penalty: 3214.890869
	Iteration 29Q: 3 clusters Score -1914135 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1914154.000000 Penalty: 3214.890869
	Iteration 30Q: 3 clusters Score -1914154 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1914173.000000 Penalty: 3214.890869
	Iteration 31Q: 3 clusters Score -1914173 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1914175.375000 Penalty: 3214.890869
	Iteration 32Q: 3 clusters Score -1914175 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1914185.250000 Penalty: 3214.890869
	Iteration 33Q: 3 clusters Score -1914185 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1914192.500000 Penalty: 3214.890869
	Iteration 34Q: 3 clusters Score -1914192 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1914202.875000 Penalty: 3214.890869
	Iteration 35Q: 3 clusters Score -1914203 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1914211.125000 Penalty: 3214.890869
	Iteration 36Q: 3 clusters Score -1914211 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1914213.625000 Penalty: 3214.890869
	Iteration 37Q: 3 clusters Score -1914214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1914219.750000 Penalty: 3214.890869
	Iteration 38Q: 3 clusters Score -1914220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1914225.125000 Penalty: 3214.890869
	Iteration 39Q: 3 clusters Score -1914225 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1914236.750000 Penalty: 3214.890869
	Iteration 40F: 3 clusters Score -1914237 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1914244.375000 Penalty: 3214.890869
	Iteration 41Q: 3 clusters Score -1914244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1914248.750000 Penalty: 3214.890869
	Iteration 42Q: 3 clusters Score -1914249 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1914263.375000 Penalty: 3214.890869
	Iteration 43Q: 3 clusters Score -1914263 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1914269.125000 Penalty: 3214.890869
	Iteration 44Q: 3 clusters Score -1914269 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1914277.250000 Penalty: 3214.890869
	Iteration 45Q: 3 clusters Score -1914277 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1914288.125000 Penalty: 3214.890869
	Iteration 46Q: 3 clusters Score -1914288 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1914302.500000 Penalty: 3214.890869
	Iteration 47Q: 3 clusters Score -1914302 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1914311.125000 Penalty: 3214.890869
	Iteration 48Q: 3 clusters Score -1914311 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1914325.250000 Penalty: 3214.890869
	Iteration 49Q: 3 clusters Score -1914325 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1914336.500000 Penalty: 3214.890869
	Iteration 50Q: 3 clusters Score -1914336 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1914341.750000 Penalty: 3214.890869
	Iteration 51Q: 3 clusters Score -1914342 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1914352.250000 Penalty: 3214.890869
	Iteration 52Q: 3 clusters Score -1914352 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1914361.000000 Penalty: 3214.890869
	Iteration 53Q: 3 clusters Score -1914361 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1914370.750000 Penalty: 3214.890869
	Iteration 54Q: 3 clusters Score -1914371 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1914385.125000 Penalty: 3214.890869
	Iteration 55Q: 3 clusters Score -1914385 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1914396.750000 Penalty: 3214.890869
	Iteration 56Q: 3 clusters Score -1914397 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1914409.375000 Penalty: 3214.890869
	Iteration 57Q: 3 clusters Score -1914409 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1914428.750000 Penalty: 3214.890869
	Iteration 58Q: 3 clusters Score -1914429 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1914455.250000 Penalty: 3214.890869
	Iteration 59Q: 3 clusters Score -1914455 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1914477.000000 Penalty: 3214.890869
	Iteration 60F: 3 clusters Score -1914477 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1914501.125000 Penalty: 3214.890869
	Iteration 61Q: 3 clusters Score -1914501 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1914530.625000 Penalty: 3214.890869
	Iteration 62Q: 3 clusters Score -1914531 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1914558.000000 Penalty: 3214.890869
	Iteration 63Q: 3 clusters Score -1914558 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1914584.125000 Penalty: 3214.890869
	Iteration 64Q: 3 clusters Score -1914584 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1914623.125000 Penalty: 3214.890869
	Iteration 65Q: 3 clusters Score -1914623 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1914673.500000 Penalty: 3214.890869
	Iteration 66Q: 3 clusters Score -1914674 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1914735.875000 Penalty: 3214.890869
	Iteration 67Q: 3 clusters Score -1914736 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1914814.250000 Penalty: 3214.890869
	Iteration 68Q: 3 clusters Score -1914814 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1914934.875000 Penalty: 3214.890869
	Iteration 69Q: 3 clusters Score -1914935 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1915069.375000 Penalty: 3214.890869
	Iteration 70Q: 3 clusters Score -1915069 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1915204.250000 Penalty: 3214.890869
	Iteration 71Q: 3 clusters Score -1915204 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1915353.875000 Penalty: 3214.890869
	Iteration 72Q: 3 clusters Score -1915354 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1915540.375000 Penalty: 3214.890869
	Iteration 73Q: 3 clusters Score -1915540 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1915738.125000 Penalty: 3214.890869
	Iteration 74Q: 3 clusters Score -1915738 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -1915948.500000 Penalty: 3214.890869
	Iteration 75Q: 3 clusters Score -1915948 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1916134.125000 Penalty: 3214.890869
	Iteration 76Q: 3 clusters Score -1916134 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -1916299.250000 Penalty: 3214.890869
	Iteration 77Q: 3 clusters Score -1916299 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -1916424.750000 Penalty: 3214.890869
	Iteration 78Q: 3 clusters Score -1916425 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1916542.625000 Penalty: 3214.890869
	Iteration 79Q: 3 clusters Score -1916543 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1916623.375000 Penalty: 3214.890869
	Iteration 80F: 3 clusters Score -1916623 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -1916694.125000 Penalty: 3214.890869
	Iteration 81Q: 3 clusters Score -1916694 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -1916742.375000 Penalty: 3214.890869
	Iteration 82Q: 3 clusters Score -1916742 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -1916792.000000 Penalty: 3214.890869
	Iteration 83Q: 3 clusters Score -1916792 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -1916828.875000 Penalty: 3214.890869
	Iteration 84Q: 3 clusters Score -1916829 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -1916856.375000 Penalty: 3214.890869
	Iteration 85Q: 3 clusters Score -1916856 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -1916883.750000 Penalty: 3214.890869
	Iteration 86Q: 3 clusters Score -1916884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -1916898.625000 Penalty: 3214.890869
	Iteration 87Q: 3 clusters Score -1916899 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -1916920.125000 Penalty: 3214.890869
	Iteration 88Q: 3 clusters Score -1916920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -1916925.750000 Penalty: 3214.890869
	Iteration 89Q: 3 clusters Score -1916926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -1916937.750000 Penalty: 3214.890869
	Iteration 90Q: 3 clusters Score -1916938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -1916942.125000 Penalty: 3214.890869
	Iteration 91Q: 3 clusters Score -1916942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -1916944.500000 Penalty: 3214.890869
	Iteration 92Q: 3 clusters Score -1916944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -1916944.375000 Penalty: 3214.890869
	Iteration 93Q: 3 clusters Score -1916944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -1916947.500000 Penalty: 3214.890869
	Iteration 94Q: 3 clusters Score -1916948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -1916948.875000 Penalty: 3214.890869
	Iteration 95Q: 3 clusters Score -1916949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -1916953.625000 Penalty: 3214.890869
	Iteration 96Q: 3 clusters Score -1916954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -1916956.625000 Penalty: 3214.890869
	Iteration 97Q: 3 clusters Score -1916957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -1916955.000000 Penalty: 3214.890869
	Iteration 98Q: 3 clusters Score -1916955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -1916957.250000 Penalty: 3214.890869
	Iteration 99Q: 3 clusters Score -1916957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -1916958.500000 Penalty: 3214.890869
	Iteration 100F: 3 clusters Score -1916958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -1916959.125000 Penalty: 3214.890869
	Iteration 101Q: 3 clusters Score -1916959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -1916956.875000 Penalty: 3214.890869
	Iteration 102Q: 3 clusters Score -1916957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -1916956.875000 Penalty: 3214.890869
	Iteration 103Q: 3 clusters Score -1916957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -1916957.500000 Penalty: 3214.890869
	Iteration 104Q: 3 clusters Score -1916958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -1916957.875000 Penalty: 3214.890869
	Iteration 105Q: 3 clusters Score -1916958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -1916957.875000 Penalty: 3214.890869
	Iteration 106F: 3 clusters Score -1916958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Entering Unmasked Estep 
Score: -5364681.500000 Penalty: 1766.615234
	Iteration 0F: 2 clusters Score -5364682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -5329513.000000 Penalty: 3533.230469
	Iteration 0F: 3 clusters Score -5329513 nChanged 24690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -5344113.500000 Penalty: 3533.230469
	Iteration 1F: 3 clusters Score -5344114 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -5345601.000000 Penalty: 3533.230469
	Iteration 2F: 3 clusters Score -5345601 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -5348115.000000 Penalty: 3533.230469
	Iteration 3F: 3 clusters Score -5348115 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -5352027.000000 Penalty: 3533.230469
	Iteration 4F: 3 clusters Score -5352027 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -5356525.500000 Penalty: 3533.230469
	Iteration 5F: 3 clusters Score -5356526 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -5359952.000000 Penalty: 3533.230469
	Iteration 6F: 3 clusters Score -5359952 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -5361758.500000 Penalty: 3533.230469
	Iteration 7Q: 3 clusters Score -5361758 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -5362426.000000 Penalty: 3533.230469
	Iteration 8Q: 3 clusters Score -5362426 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -5362709.000000 Penalty: 3533.230469
	Iteration 9Q: 3 clusters Score -5362709 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -5362872.500000 Penalty: 3533.230469
	Iteration 10Q: 3 clusters Score -5362872 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -5363011.000000 Penalty: 3533.230469
	Iteration 11Q: 3 clusters Score -5363011 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -5363107.500000 Penalty: 3533.230469
	Iteration 12Q: 3 clusters Score -5363108 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -5363205.500000 Penalty: 3533.230469
	Iteration 13Q: 3 clusters Score -5363206 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -5363272.500000 Penalty: 3533.230469
	Iteration 14Q: 3 clusters Score -5363272 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -5363357.000000 Penalty: 3533.230469
	Iteration 15Q: 3 clusters Score -5363357 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -5363401.000000 Penalty: 3533.230469
	Iteration 16Q: 3 clusters Score -5363401 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -5363435.000000 Penalty: 3533.230469
	Iteration 17Q: 3 clusters Score -5363435 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -5363470.000000 Penalty: 3533.230469
	Iteration 18Q: 3 clusters Score -5363470 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 50125 members 
Entering Unmasked Estep 
Score: -5363526.000000 Penalty: 3533.230469
	Iteration 19Q: 3 clusters Score -5363526 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
Score: -5363561.500000 Penalty: 3533.230469
	Iteration 20F: 3 clusters Score -5363562 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -5363591.000000 Penalty: 3533.230469
	Iteration 21Q: 3 clusters Score -5363591 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -5363627.000000 Penalty: 3533.230469
	Iteration 22Q: 3 clusters Score -5363627 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -5363642.500000 Penalty: 3533.230469
	Iteration 23Q: 3 clusters Score -5363642 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -5363650.500000 Penalty: 3533.230469
	Iteration 24Q: 3 clusters Score -5363650 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -5363670.000000 Penalty: 3533.230469
	Iteration 25Q: 3 clusters Score -5363670 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -5363692.500000 Penalty: 3533.230469
	Iteration 26Q: 3 clusters Score -5363692 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
Score: -5363698.000000 Penalty: 3533.230469
	Iteration 27Q: 3 clusters Score -5363698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -5363718.000000 Penalty: 3533.230469
	Iteration 28Q: 3 clusters Score -5363718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -5363713.000000 Penalty: 3533.230469
	Iteration 29Q: 3 clusters Score -5363713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -5363713.500000 Penalty: 3533.230469
	Iteration 30Q: 3 clusters Score -5363714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -5363722.500000 Penalty: 3533.230469
	Iteration 31Q: 3 clusters Score -5363722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -5363738.000000 Penalty: 3533.230469
	Iteration 32Q: 3 clusters Score -5363738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 50970 members 
Entering Unmasked Estep 
Score: -5363748.500000 Penalty: 3533.230469
	Iteration 33Q: 3 clusters Score -5363748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -5363756.500000 Penalty: 3533.230469
	Iteration 34Q: 3 clusters Score -5363756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 50997 members 
Entering Unmasked Estep 
Score: -5363750.500000 Penalty: 3533.230469
	Iteration 35Q: 3 clusters Score -5363750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -5363755.000000 Penalty: 3533.230469
	Iteration 36Q: 3 clusters Score -5363755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -5363750.500000 Penalty: 3533.230469
	Iteration 37Q: 3 clusters Score -5363750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -5363747.000000 Penalty: 3533.230469
	Iteration 38Q: 3 clusters Score -5363747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -5363751.000000 Penalty: 3533.230469
	Iteration 39Q: 3 clusters Score -5363751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -5363750.000000 Penalty: 3533.230469
	Iteration 40F: 3 clusters Score -5363750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -5363756.500000 Penalty: 3533.230469
	Iteration 41Q: 3 clusters Score -5363756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -5363752.500000 Penalty: 3533.230469
	Iteration 42Q: 3 clusters Score -5363752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -5363751.000000 Penalty: 3533.230469
	Iteration 43Q: 3 clusters Score -5363751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -5363747.500000 Penalty: 3533.230469
	Iteration 44Q: 3 clusters Score -5363748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -5363752.500000 Penalty: 3533.230469
	Iteration 45Q: 3 clusters Score -5363752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 51061 members 
Entering Unmasked Estep 
Score: -5363751.000000 Penalty: 3533.230469
	Iteration 46Q: 3 clusters Score -5363751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -5363752.500000 Penalty: 3533.230469
	Iteration 47Q: 3 clusters Score -5363752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -5363751.000000 Penalty: 3533.230469
	Iteration 48Q: 3 clusters Score -5363751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -5363749.500000 Penalty: 3533.230469
	Iteration 49Q: 3 clusters Score -5363750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -5363748.500000 Penalty: 3533.230469
	Iteration 50Q: 3 clusters Score -5363748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -5363748.000000 Penalty: 3533.230469
	Iteration 51Q: 3 clusters Score -5363748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -5363748.000000 Penalty: 3533.230469
	Iteration 52Q: 3 clusters Score -5363748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -5363747.500000 Penalty: 3533.230469
	Iteration 53Q: 3 clusters Score -5363748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -5363751.500000 Penalty: 3533.230469
	Iteration 54Q: 3 clusters Score -5363752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -5363753.000000 Penalty: 3533.230469
	Iteration 55Q: 3 clusters Score -5363753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -5363748.500000 Penalty: 3533.230469
	Iteration 56Q: 3 clusters Score -5363748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -5363750.500000 Penalty: 3533.230469
	Iteration 57Q: 3 clusters Score -5363750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -5363751.500000 Penalty: 3533.230469
	Iteration 58Q: 3 clusters Score -5363752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -5363750.500000 Penalty: 3533.230469
	Iteration 59Q: 3 clusters Score -5363750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -5363750.500000 Penalty: 3533.230469
	Iteration 60F: 3 clusters Score -5363750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Entering Unmasked Estep 
Score: -1337041.000000 Penalty: 1541.191162
	Iteration 0F: 2 clusters Score -1337041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1327864.500000 Penalty: 3082.382324
	Iteration 0F: 3 clusters Score -1327864 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1330888.125000 Penalty: 3082.382324
	Iteration 1F: 3 clusters Score -1330888 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1331192.125000 Penalty: 3082.382324
	Iteration 2F: 3 clusters Score -1331192 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1331529.875000 Penalty: 3082.382324
	Iteration 3Q: 3 clusters Score -1331530 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1331949.125000 Penalty: 3082.382324
	Iteration 4F: 3 clusters Score -1331949 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1332449.125000 Penalty: 3082.382324
	Iteration 5F: 3 clusters Score -1332449 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1332974.875000 Penalty: 3082.382324
	Iteration 6F: 3 clusters Score -1332975 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1333494.625000 Penalty: 3082.382324
	Iteration 7F: 3 clusters Score -1333495 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1333994.750000 Penalty: 3082.382324
	Iteration 8F: 3 clusters Score -1333995 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1334410.500000 Penalty: 3082.382324
	Iteration 9F: 3 clusters Score -1334410 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1334725.000000 Penalty: 3082.382324
	Iteration 10Q: 3 clusters Score -1334725 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1334940.000000 Penalty: 3082.382324
	Iteration 11Q: 3 clusters Score -1334940 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1335073.625000 Penalty: 3082.382324
	Iteration 12Q: 3 clusters Score -1335074 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1335159.750000 Penalty: 3082.382324
	Iteration 13Q: 3 clusters Score -1335160 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1335227.000000 Penalty: 3082.382324
	Iteration 14Q: 3 clusters Score -1335227 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1335292.875000 Penalty: 3082.382324
	Iteration 15Q: 3 clusters Score -1335293 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1335356.750000 Penalty: 3082.382324
	Iteration 16Q: 3 clusters Score -1335357 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1335413.375000 Penalty: 3082.382324
	Iteration 17Q: 3 clusters Score -1335413 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1335455.250000 Penalty: 3082.382324
	Iteration 18Q: 3 clusters Score -1335455 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1335486.375000 Penalty: 3082.382324
	Iteration 19Q: 3 clusters Score -1335486 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1335511.125000 Penalty: 3082.382324
	Iteration 20F: 3 clusters Score -1335511 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1335522.875000 Penalty: 3082.382324
	Iteration 21Q: 3 clusters Score -1335523 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1335529.625000 Penalty: 3082.382324
	Iteration 22Q: 3 clusters Score -1335530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1335545.500000 Penalty: 3082.382324
	Iteration 23Q: 3 clusters Score -1335546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1335547.375000 Penalty: 3082.382324
	Iteration 24Q: 3 clusters Score -1335547 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1335553.375000 Penalty: 3082.382324
	Iteration 25Q: 3 clusters Score -1335553 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1335558.250000 Penalty: 3082.382324
	Iteration 26Q: 3 clusters Score -1335558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1335568.375000 Penalty: 3082.382324
	Iteration 27Q: 3 clusters Score -1335568 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1335571.750000 Penalty: 3082.382324
	Iteration 28Q: 3 clusters Score -1335572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1335578.250000 Penalty: 3082.382324
	Iteration 29Q: 3 clusters Score -1335578 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1335588.875000 Penalty: 3082.382324
	Iteration 30Q: 3 clusters Score -1335589 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1335596.500000 Penalty: 3082.382324
	Iteration 31Q: 3 clusters Score -1335596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1335602.000000 Penalty: 3082.382324
	Iteration 32Q: 3 clusters Score -1335602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1335607.500000 Penalty: 3082.382324
	Iteration 33Q: 3 clusters Score -1335608 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1335620.250000 Penalty: 3082.382324
	Iteration 34Q: 3 clusters Score -1335620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1335629.375000 Penalty: 3082.382324
	Iteration 35Q: 3 clusters Score -1335629 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1335644.750000 Penalty: 3082.382324
	Iteration 36Q: 3 clusters Score -1335645 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1335654.750000 Penalty: 3082.382324
	Iteration 37Q: 3 clusters Score -1335655 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1335662.750000 Penalty: 3082.382324
	Iteration 38Q: 3 clusters Score -1335663 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1335682.750000 Penalty: 3082.382324
	Iteration 39Q: 3 clusters Score -1335683 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1335691.250000 Penalty: 3082.382324
	Iteration 40F: 3 clusters Score -1335691 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1335698.250000 Penalty: 3082.382324
	Iteration 41Q: 3 clusters Score -1335698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1335703.500000 Penalty: 3082.382324
	Iteration 42Q: 3 clusters Score -1335704 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1335716.375000 Penalty: 3082.382324
	Iteration 43Q: 3 clusters Score -1335716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1335725.875000 Penalty: 3082.382324
	Iteration 44Q: 3 clusters Score -1335726 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1335735.875000 Penalty: 3082.382324
	Iteration 45Q: 3 clusters Score -1335736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1335741.875000 Penalty: 3082.382324
	Iteration 46Q: 3 clusters Score -1335742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1335750.250000 Penalty: 3082.382324
	Iteration 47Q: 3 clusters Score -1335750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1335759.125000 Penalty: 3082.382324
	Iteration 48Q: 3 clusters Score -1335759 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1335772.500000 Penalty: 3082.382324
	Iteration 49Q: 3 clusters Score -1335772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1335785.875000 Penalty: 3082.382324
	Iteration 50Q: 3 clusters Score -1335786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1335791.375000 Penalty: 3082.382324
	Iteration 51Q: 3 clusters Score -1335791 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1335798.125000 Penalty: 3082.382324
	Iteration 52Q: 3 clusters Score -1335798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1335809.625000 Penalty: 3082.382324
	Iteration 53Q: 3 clusters Score -1335810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1335810.875000 Penalty: 3082.382324
	Iteration 54Q: 3 clusters Score -1335811 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1335817.500000 Penalty: 3082.382324
	Iteration 55Q: 3 clusters Score -1335818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1335821.750000 Penalty: 3082.382324
	Iteration 56Q: 3 clusters Score -1335822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1335825.500000 Penalty: 3082.382324
	Iteration 57Q: 3 clusters Score -1335826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1335831.250000 Penalty: 3082.382324
	Iteration 58Q: 3 clusters Score -1335831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1335834.000000 Penalty: 3082.382324
	Iteration 59Q: 3 clusters Score -1335834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1335835.500000 Penalty: 3082.382324
	Iteration 60F: 3 clusters Score -1335836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1335839.500000 Penalty: 3082.382324
	Iteration 61Q: 3 clusters Score -1335840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1335847.375000 Penalty: 3082.382324
	Iteration 62Q: 3 clusters Score -1335847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1335850.625000 Penalty: 3082.382324
	Iteration 63Q: 3 clusters Score -1335851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1335851.125000 Penalty: 3082.382324
	Iteration 64Q: 3 clusters Score -1335851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1335852.625000 Penalty: 3082.382324
	Iteration 65Q: 3 clusters Score -1335853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1335851.375000 Penalty: 3082.382324
	Iteration 66Q: 3 clusters Score -1335851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1335852.500000 Penalty: 3082.382324
	Iteration 67Q: 3 clusters Score -1335852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1335855.625000 Penalty: 3082.382324
	Iteration 68Q: 3 clusters Score -1335856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1335859.000000 Penalty: 3082.382324
	Iteration 69Q: 3 clusters Score -1335859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1335863.125000 Penalty: 3082.382324
	Iteration 70Q: 3 clusters Score -1335863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1335866.625000 Penalty: 3082.382324
	Iteration 71Q: 3 clusters Score -1335867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1335865.250000 Penalty: 3082.382324
	Iteration 72Q: 3 clusters Score -1335865 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1335871.250000 Penalty: 3082.382324
	Iteration 73Q: 3 clusters Score -1335871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1335876.375000 Penalty: 3082.382324
	Iteration 74Q: 3 clusters Score -1335876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1335876.750000 Penalty: 3082.382324
	Iteration 75Q: 3 clusters Score -1335877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1335880.750000 Penalty: 3082.382324
	Iteration 76Q: 3 clusters Score -1335881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1335881.500000 Penalty: 3082.382324
	Iteration 77Q: 3 clusters Score -1335882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1335881.000000 Penalty: 3082.382324
	Iteration 78Q: 3 clusters Score -1335881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1335883.750000 Penalty: 3082.382324
	Iteration 79Q: 3 clusters Score -1335884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1335889.250000 Penalty: 3082.382324
	Iteration 80F: 3 clusters Score -1335889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1335893.125000 Penalty: 3082.382324
	Iteration 81Q: 3 clusters Score -1335893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1335895.500000 Penalty: 3082.382324
	Iteration 82Q: 3 clusters Score -1335896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1335894.500000 Penalty: 3082.382324
	Iteration 83Q: 3 clusters Score -1335894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1335894.000000 Penalty: 3082.382324
	Iteration 84Q: 3 clusters Score -1335894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1335895.750000 Penalty: 3082.382324
	Iteration 85Q: 3 clusters Score -1335896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1335897.500000 Penalty: 3082.382324
	Iteration 86Q: 3 clusters Score -1335898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1335897.500000 Penalty: 3082.382324
	Iteration 87Q: 3 clusters Score -1335898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1335898.875000 Penalty: 3082.382324
	Iteration 88Q: 3 clusters Score -1335899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1335898.875000 Penalty: 3082.382324
	Iteration 89Q: 3 clusters Score -1335899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1335894.500000 Penalty: 3082.382324
	Iteration 90Q: 3 clusters Score -1335894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1335895.375000 Penalty: 3082.382324
	Iteration 91Q: 3 clusters Score -1335895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1335896.250000 Penalty: 3082.382324
	Iteration 92Q: 3 clusters Score -1335896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1335896.250000 Penalty: 3082.382324
	Iteration 93F: 3 clusters Score -1335896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (156954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156954 members 
Entering Unmasked Estep 
Score: -15963562.000000 Penalty: 1944.102539
	Iteration 0F: 2 clusters Score -1.596356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78225 members 
Mstep: Class 2 contains 78729 members 
Entering Unmasked Estep 
Score: -15859685.000000 Penalty: 3888.205078
	Iteration 0F: 3 clusters Score -1.585968e+07 nChanged 75687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74160 members 
Mstep: Class 2 contains 82794 members 
Entering Unmasked Estep 
Score: -15903860.000000 Penalty: 3888.205078
	Iteration 1F: 3 clusters Score -1.590386e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71109 members 
Mstep: Class 2 contains 85845 members 
Entering Unmasked Estep 
Score: -15905048.000000 Penalty: 3888.205078
	Iteration 2Q: 3 clusters Score -1.590505e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66331 members 
Mstep: Class 2 contains 90623 members 
Entering Unmasked Estep 
Score: -15906987.000000 Penalty: 3888.205078
	Iteration 3Q: 3 clusters Score -1.590699e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 97861 members 
Entering Unmasked Estep 
Score: -15910652.000000 Penalty: 3888.205078
	Iteration 4Q: 3 clusters Score -1.591065e+07 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 108184 members 
Entering Unmasked Estep 
Score: -15917204.000000 Penalty: 3888.205078
	Iteration 5F: 3 clusters Score -1.59172e+07 nChanged 13384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 121510 members 
Entering Unmasked Estep 
Score: -15927823.000000 Penalty: 3888.205078
	Iteration 6F: 3 clusters Score -1.592782e+07 nChanged 14599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 136089 members 
Entering Unmasked Estep 
Score: -15941959.000000 Penalty: 3888.205078
	Iteration 7F: 3 clusters Score -1.594196e+07 nChanged 11905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 147992 members 
Entering Unmasked Estep 
Score: -15953925.000000 Penalty: 3888.205078
	Iteration 8F: 3 clusters Score -1.595392e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 154080 members 
Entering Unmasked Estep 
Score: -15959518.000000 Penalty: 3888.205078
	Iteration 9Q: 3 clusters Score -1.595952e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 156087 members 
Entering Unmasked Estep 
Score: -15961161.000000 Penalty: 3888.205078
	Iteration 10Q: 3 clusters Score -1.596116e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 156612 members 
Entering Unmasked Estep 
Score: -15961587.000000 Penalty: 3888.205078
	Iteration 11Q: 3 clusters Score -1.596159e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 156720 members 
Entering Unmasked Estep 
Score: -15961789.000000 Penalty: 3888.205078
	Iteration 12Q: 3 clusters Score -1.596179e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 156743 members 
Entering Unmasked Estep 
Score: -15961809.000000 Penalty: 3888.205078
	Iteration 13Q: 3 clusters Score -1.596181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 156754 members 
Entering Unmasked Estep 
Score: -15961857.000000 Penalty: 3888.205078
	Iteration 14Q: 3 clusters Score -1.596186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 156758 members 
Entering Unmasked Estep 
Score: -15961864.000000 Penalty: 3888.205078
	Iteration 15Q: 3 clusters Score -1.596186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 156757 members 
Entering Unmasked Estep 
Score: -15961880.000000 Penalty: 3888.205078
	Iteration 16Q: 3 clusters Score -1.596188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 156761 members 
Entering Unmasked Estep 
Score: -15961896.000000 Penalty: 3888.205078
	Iteration 17Q: 3 clusters Score -1.59619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 156762 members 
Entering Unmasked Estep 
Score: -15961895.000000 Penalty: 3888.205078
	Iteration 18Q: 3 clusters Score -1.59619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 156763 members 
Entering Unmasked Estep 
Score: -15961896.000000 Penalty: 3888.205078
	Iteration 19Q: 3 clusters Score -1.59619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 156763 members 
Entering Unmasked Estep 
Score: -15961896.000000 Penalty: 3888.205078
	Iteration 20F: 3 clusters Score -1.59619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Entering Unmasked Estep 
Score: -668990.062500 Penalty: 1428.591797
	Iteration 0F: 2 clusters Score -668990.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -664031.500000 Penalty: 2857.183594
	Iteration 0F: 3 clusters Score -664031.5 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -665425.187500 Penalty: 2857.183594
	Iteration 1F: 3 clusters Score -665425.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -665600.875000 Penalty: 2857.183594
	Iteration 2F: 3 clusters Score -665600.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -665737.437500 Penalty: 2857.183594
	Iteration 3Q: 3 clusters Score -665737.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -665869.687500 Penalty: 2857.183594
	Iteration 4Q: 3 clusters Score -665869.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -666021.437500 Penalty: 2857.183594
	Iteration 5Q: 3 clusters Score -666021.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -666159.187500 Penalty: 2857.183594
	Iteration 6Q: 3 clusters Score -666159.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -666292.125000 Penalty: 2857.183594
	Iteration 7Q: 3 clusters Score -666292.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -666441.500000 Penalty: 2857.183594
	Iteration 8Q: 3 clusters Score -666441.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -666606.812500 Penalty: 2857.183594
	Iteration 9Q: 3 clusters Score -666606.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -666796.312500 Penalty: 2857.183594
	Iteration 10Q: 3 clusters Score -666796.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -666976.812500 Penalty: 2857.183594
	Iteration 11Q: 3 clusters Score -666976.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -667126.062500 Penalty: 2857.183594
	Iteration 12Q: 3 clusters Score -667126.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -667232.250000 Penalty: 2857.183594
	Iteration 13Q: 3 clusters Score -667232.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -667334.812500 Penalty: 2857.183594
	Iteration 14Q: 3 clusters Score -667334.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -667417.250000 Penalty: 2857.183594
	Iteration 15Q: 3 clusters Score -667417.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -667485.937500 Penalty: 2857.183594
	Iteration 16Q: 3 clusters Score -667485.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -667537.500000 Penalty: 2857.183594
	Iteration 17Q: 3 clusters Score -667537.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -667579.500000 Penalty: 2857.183594
	Iteration 18Q: 3 clusters Score -667579.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -667616.000000 Penalty: 2857.183594
	Iteration 19Q: 3 clusters Score -667616 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -667652.625000 Penalty: 2857.183594
	Iteration 20F: 3 clusters Score -667652.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -667678.375000 Penalty: 2857.183594
	Iteration 21Q: 3 clusters Score -667678.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -667699.937500 Penalty: 2857.183594
	Iteration 22Q: 3 clusters Score -667699.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -667713.562500 Penalty: 2857.183594
	Iteration 23Q: 3 clusters Score -667713.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -667728.687500 Penalty: 2857.183594
	Iteration 24Q: 3 clusters Score -667728.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -667744.687500 Penalty: 2857.183594
	Iteration 25Q: 3 clusters Score -667744.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -667759.750000 Penalty: 2857.183594
	Iteration 26Q: 3 clusters Score -667759.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -667776.937500 Penalty: 2857.183594
	Iteration 27Q: 3 clusters Score -667776.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -667793.437500 Penalty: 2857.183594
	Iteration 28Q: 3 clusters Score -667793.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -667805.875000 Penalty: 2857.183594
	Iteration 29Q: 3 clusters Score -667805.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -667817.875000 Penalty: 2857.183594
	Iteration 30Q: 3 clusters Score -667817.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -667827.062500 Penalty: 2857.183594
	Iteration 31Q: 3 clusters Score -667827.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -667835.750000 Penalty: 2857.183594
	Iteration 32Q: 3 clusters Score -667835.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -667841.625000 Penalty: 2857.183594
	Iteration 33Q: 3 clusters Score -667841.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -667843.937500 Penalty: 2857.183594
	Iteration 34Q: 3 clusters Score -667843.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -667846.125000 Penalty: 2857.183594
	Iteration 35Q: 3 clusters Score -667846.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -667848.500000 Penalty: 2857.183594
	Iteration 36Q: 3 clusters Score -667848.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -667848.312500 Penalty: 2857.183594
	Iteration 37Q: 3 clusters Score -667848.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -667849.625000 Penalty: 2857.183594
	Iteration 38Q: 3 clusters Score -667849.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -667848.875000 Penalty: 2857.183594
	Iteration 39Q: 3 clusters Score -667848.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -667849.937500 Penalty: 2857.183594
	Iteration 40F: 3 clusters Score -667849.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -667850.625000 Penalty: 2857.183594
	Iteration 41Q: 3 clusters Score -667850.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -667852.125000 Penalty: 2857.183594
	Iteration 42Q: 3 clusters Score -667852.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -667853.500000 Penalty: 2857.183594
	Iteration 43Q: 3 clusters Score -667853.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -667853.312500 Penalty: 2857.183594
	Iteration 44Q: 3 clusters Score -667853.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -667853.062500 Penalty: 2857.183594
	Iteration 45Q: 3 clusters Score -667853.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -667854.812500 Penalty: 2857.183594
	Iteration 46Q: 3 clusters Score -667854.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -667855.500000 Penalty: 2857.183594
	Iteration 47Q: 3 clusters Score -667855.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -667858.562500 Penalty: 2857.183594
	Iteration 48Q: 3 clusters Score -667858.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -667859.312500 Penalty: 2857.183594
	Iteration 49Q: 3 clusters Score -667859.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -667860.687500 Penalty: 2857.183594
	Iteration 50Q: 3 clusters Score -667860.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -667861.250000 Penalty: 2857.183594
	Iteration 51Q: 3 clusters Score -667861.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -667862.375000 Penalty: 2857.183594
	Iteration 52Q: 3 clusters Score -667862.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -667862.687500 Penalty: 2857.183594
	Iteration 53Q: 3 clusters Score -667862.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -667862.187500 Penalty: 2857.183594
	Iteration 54Q: 3 clusters Score -667862.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -667862.000000 Penalty: 2857.183594
	Iteration 55Q: 3 clusters Score -667862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -667864.312500 Penalty: 2857.183594
	Iteration 56Q: 3 clusters Score -667864.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -667864.750000 Penalty: 2857.183594
	Iteration 57Q: 3 clusters Score -667864.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -667864.312500 Penalty: 2857.183594
	Iteration 58Q: 3 clusters Score -667864.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -667863.937500 Penalty: 2857.183594
	Iteration 59Q: 3 clusters Score -667863.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -667865.937500 Penalty: 2857.183594
	Iteration 60F: 3 clusters Score -667865.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (171896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171896 members 
Entering Unmasked Estep 
Score: -17647518.000000 Penalty: 1958.879761
	Iteration 0F: 2 clusters Score -1.764752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86042 members 
Mstep: Class 2 contains 85854 members 
Entering Unmasked Estep 
Score: -17539610.000000 Penalty: 3917.759521
	Iteration 0F: 3 clusters Score -1.753961e+07 nChanged 83285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88525 members 
Mstep: Class 2 contains 83371 members 
Entering Unmasked Estep 
Score: -17589666.000000 Penalty: 3917.759521
	Iteration 1F: 3 clusters Score -1.758967e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90292 members 
Mstep: Class 2 contains 81604 members 
Entering Unmasked Estep 
Score: -17591370.000000 Penalty: 3917.759521
	Iteration 2Q: 3 clusters Score -1.759137e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93164 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
Score: -17593782.000000 Penalty: 3917.759521
	Iteration 3Q: 3 clusters Score -1.759378e+07 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97540 members 
Mstep: Class 2 contains 74356 members 
Entering Unmasked Estep 
Score: -17597998.000000 Penalty: 3917.759521
	Iteration 4Q: 3 clusters Score -1.7598e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103688 members 
Mstep: Class 2 contains 68208 members 
Entering Unmasked Estep 
Score: -17604634.000000 Penalty: 3917.759521
	Iteration 5F: 3 clusters Score -1.760463e+07 nChanged 12006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110972 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -17614600.000000 Penalty: 3917.759521
	Iteration 6F: 3 clusters Score -1.76146e+07 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117698 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -17624584.000000 Penalty: 3917.759521
	Iteration 7F: 3 clusters Score -1.762458e+07 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122544 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -17630616.000000 Penalty: 3917.759521
	Iteration 8F: 3 clusters Score -1.763062e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126369 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -17633152.000000 Penalty: 3917.759521
	Iteration 9Q: 3 clusters Score -1.763315e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129946 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -17634614.000000 Penalty: 3917.759521
	Iteration 10Q: 3 clusters Score -1.763461e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133375 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -17635826.000000 Penalty: 3917.759521
	Iteration 11Q: 3 clusters Score -1.763583e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136626 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -17637130.000000 Penalty: 3917.759521
	Iteration 12Q: 3 clusters Score -1.763713e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139750 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -17638386.000000 Penalty: 3917.759521
	Iteration 13Q: 3 clusters Score -1.763839e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142657 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -17639430.000000 Penalty: 3917.759521
	Iteration 14Q: 3 clusters Score -1.763943e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145391 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -17640592.000000 Penalty: 3917.759521
	Iteration 15Q: 3 clusters Score -1.764059e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148061 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -17641604.000000 Penalty: 3917.759521
	Iteration 16Q: 3 clusters Score -1.76416e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150614 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -17642454.000000 Penalty: 3917.759521
	Iteration 17Q: 3 clusters Score -1.764245e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152992 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -17643280.000000 Penalty: 3917.759521
	Iteration 18Q: 3 clusters Score -1.764328e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155212 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -17643870.000000 Penalty: 3917.759521
	Iteration 19Q: 3 clusters Score -1.764387e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157095 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -17644350.000000 Penalty: 3917.759521
	Iteration 20F: 3 clusters Score -1.764435e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158867 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -17644630.000000 Penalty: 3917.759521
	Iteration 21Q: 3 clusters Score -1.764463e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160422 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -17644738.000000 Penalty: 3917.759521
	Iteration 22Q: 3 clusters Score -1.764474e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161814 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -17644968.000000 Penalty: 3917.759521
	Iteration 23Q: 3 clusters Score -1.764497e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163038 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -17645126.000000 Penalty: 3917.759521
	Iteration 24Q: 3 clusters Score -1.764513e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164136 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -17645294.000000 Penalty: 3917.759521
	Iteration 25Q: 3 clusters Score -1.764529e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165117 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -17645426.000000 Penalty: 3917.759521
	Iteration 26Q: 3 clusters Score -1.764543e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165975 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -17645526.000000 Penalty: 3917.759521
	Iteration 27Q: 3 clusters Score -1.764553e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166739 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -17645674.000000 Penalty: 3917.759521
	Iteration 28Q: 3 clusters Score -1.764567e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167410 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -17645710.000000 Penalty: 3917.759521
	Iteration 29Q: 3 clusters Score -1.764571e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167983 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -17645694.000000 Penalty: 3917.759521
	Iteration 30Q: 3 clusters Score -1.764569e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168508 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -17645780.000000 Penalty: 3917.759521
	Iteration 31Q: 3 clusters Score -1.764578e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168972 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -17645840.000000 Penalty: 3917.759521
	Iteration 32Q: 3 clusters Score -1.764584e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169374 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -17645794.000000 Penalty: 3917.759521
	Iteration 33Q: 3 clusters Score -1.764579e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169722 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -17645906.000000 Penalty: 3917.759521
	Iteration 34Q: 3 clusters Score -1.764591e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170013 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -17645904.000000 Penalty: 3917.759521
	Iteration 35Q: 3 clusters Score -1.76459e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170266 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -17645924.000000 Penalty: 3917.759521
	Iteration 36Q: 3 clusters Score -1.764592e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170477 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -17645898.000000 Penalty: 3917.759521
	Iteration 37Q: 3 clusters Score -1.76459e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170639 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -17645946.000000 Penalty: 3917.759521
	Iteration 38Q: 3 clusters Score -1.764595e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170776 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -17646008.000000 Penalty: 3917.759521
	Iteration 39Q: 3 clusters Score -1.764601e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170885 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -17646028.000000 Penalty: 3917.759521
	Iteration 40F: 3 clusters Score -1.764603e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170982 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -17646020.000000 Penalty: 3917.759521
	Iteration 41Q: 3 clusters Score -1.764602e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171060 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -17646030.000000 Penalty: 3917.759521
	Iteration 42Q: 3 clusters Score -1.764603e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171117 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -17646018.000000 Penalty: 3917.759521
	Iteration 43Q: 3 clusters Score -1.764602e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171169 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -17646020.000000 Penalty: 3917.759521
	Iteration 44Q: 3 clusters Score -1.764602e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171205 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -17646022.000000 Penalty: 3917.759521
	Iteration 45Q: 3 clusters Score -1.764602e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171235 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -17646024.000000 Penalty: 3917.759521
	Iteration 46Q: 3 clusters Score -1.764602e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171260 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -17646030.000000 Penalty: 3917.759521
	Iteration 47Q: 3 clusters Score -1.764603e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171280 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -17646026.000000 Penalty: 3917.759521
	Iteration 48Q: 3 clusters Score -1.764603e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171295 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -17646046.000000 Penalty: 3917.759521
	Iteration 49Q: 3 clusters Score -1.764605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171311 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -17646030.000000 Penalty: 3917.759521
	Iteration 50Q: 3 clusters Score -1.764603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171324 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -17646024.000000 Penalty: 3917.759521
	Iteration 51Q: 3 clusters Score -1.764602e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171340 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -17646040.000000 Penalty: 3917.759521
	Iteration 52Q: 3 clusters Score -1.764604e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171351 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -17646032.000000 Penalty: 3917.759521
	Iteration 53Q: 3 clusters Score -1.764603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171354 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -17646034.000000 Penalty: 3917.759521
	Iteration 54Q: 3 clusters Score -1.764603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171357 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -17646042.000000 Penalty: 3917.759521
	Iteration 55Q: 3 clusters Score -1.764604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171360 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -17646038.000000 Penalty: 3917.759521
	Iteration 56Q: 3 clusters Score -1.764604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171359 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -17646038.000000 Penalty: 3917.759521
	Iteration 57Q: 3 clusters Score -1.764604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171359 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -17646042.000000 Penalty: 3917.759521
	Iteration 58Q: 3 clusters Score -1.764604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171362 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -17646040.000000 Penalty: 3917.759521
	Iteration 59Q: 3 clusters Score -1.764604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171364 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -17646036.000000 Penalty: 3917.759521
	Iteration 60F: 3 clusters Score -1.764604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171367 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -17646042.000000 Penalty: 3917.759521
	Iteration 61Q: 3 clusters Score -1.764604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171370 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -17646044.000000 Penalty: 3917.759521
	Iteration 62Q: 3 clusters Score -1.764604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171375 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -17646044.000000 Penalty: 3917.759521
	Iteration 63Q: 3 clusters Score -1.764604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171379 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -17646046.000000 Penalty: 3917.759521
	Iteration 64Q: 3 clusters Score -1.764605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171382 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -17646054.000000 Penalty: 3917.759521
	Iteration 65Q: 3 clusters Score -1.764605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171388 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -17646048.000000 Penalty: 3917.759521
	Iteration 66Q: 3 clusters Score -1.764605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171393 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -17646050.000000 Penalty: 3917.759521
	Iteration 67Q: 3 clusters Score -1.764605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171397 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -17646052.000000 Penalty: 3917.759521
	Iteration 68Q: 3 clusters Score -1.764605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171398 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -17646050.000000 Penalty: 3917.759521
	Iteration 69Q: 3 clusters Score -1.764605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171399 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -17646048.000000 Penalty: 3917.759521
	Iteration 70Q: 3 clusters Score -1.764605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171400 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -17646046.000000 Penalty: 3917.759521
	Iteration 71Q: 3 clusters Score -1.764605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171400 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -17646046.000000 Penalty: 3917.759521
	Iteration 72F: 3 clusters Score -1.764605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 5 contains 146140 members 
Mstep: Class 6 contains 81221 members 
Mstep: Class 8 contains 4318 members 
Mstep: Class 9 contains 149813 members 
Mstep: Class 11 contains 171090 members 
Mstep: Class 12 contains 14805 members 
Mstep: Class 13 contains 160955 members 
Mstep: Class 14 contains 117183 members 
Mstep: Class 15 contains 14913 members 
Mstep: Class 16 contains 19771 members 
Mstep: Class 17 contains 52653 members 
Mstep: Class 18 contains 13151 members 
Mstep: Class 19 contains 156954 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961288.000000 Penalty: 38861.996094
Iteration 279Q: 18 clusters Score -1.279613e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 5 contains 146135 members 
Mstep: Class 6 contains 81197 members 
Mstep: Class 8 contains 4316 members 
Mstep: Class 9 contains 149875 members 
Mstep: Class 11 contains 171073 members 
Mstep: Class 12 contains 14799 members 
Mstep: Class 13 contains 160954 members 
Mstep: Class 14 contains 117181 members 
Mstep: Class 15 contains 14944 members 
Mstep: Class 16 contains 19757 members 
Mstep: Class 17 contains 52661 members 
Mstep: Class 18 contains 13134 members 
Mstep: Class 19 contains 156945 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961320.000000 Penalty: 38861.996094
Iteration 280F: 18 clusters Score -1.279613e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 5 contains 146129 members 
Mstep: Class 6 contains 81170 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 149960 members 
Mstep: Class 11 contains 171058 members 
Mstep: Class 12 contains 14797 members 
Mstep: Class 13 contains 160935 members 
Mstep: Class 14 contains 117181 members 
Mstep: Class 15 contains 14976 members 
Mstep: Class 16 contains 19743 members 
Mstep: Class 17 contains 52669 members 
Mstep: Class 18 contains 13122 members 
Mstep: Class 19 contains 156926 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961384.000000 Penalty: 38861.996094
Iteration 281Q: 18 clusters Score -1.279614e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 5 contains 146111 members 
Mstep: Class 6 contains 81142 members 
Mstep: Class 8 contains 4311 members 
Mstep: Class 9 contains 150036 members 
Mstep: Class 11 contains 171054 members 
Mstep: Class 12 contains 14796 members 
Mstep: Class 13 contains 160951 members 
Mstep: Class 14 contains 117180 members 
Mstep: Class 15 contains 14999 members 
Mstep: Class 16 contains 19727 members 
Mstep: Class 17 contains 52679 members 
Mstep: Class 18 contains 13109 members 
Mstep: Class 19 contains 156902 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961440.000000 Penalty: 38861.996094
Iteration 282Q: 18 clusters Score -1.279614e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 5 contains 146091 members 
Mstep: Class 6 contains 81127 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150100 members 
Mstep: Class 11 contains 171044 members 
Mstep: Class 12 contains 14798 members 
Mstep: Class 13 contains 160943 members 
Mstep: Class 14 contains 117186 members 
Mstep: Class 15 contains 15024 members 
Mstep: Class 16 contains 19713 members 
Mstep: Class 17 contains 52681 members 
Mstep: Class 18 contains 13099 members 
Mstep: Class 19 contains 156896 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961384.000000 Penalty: 38861.996094
Iteration 283Q: 18 clusters Score -1.279614e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 5 contains 146083 members 
Mstep: Class 6 contains 81110 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150146 members 
Mstep: Class 11 contains 171028 members 
Mstep: Class 12 contains 14799 members 
Mstep: Class 13 contains 160944 members 
Mstep: Class 14 contains 117188 members 
Mstep: Class 15 contains 15045 members 
Mstep: Class 16 contains 19700 members 
Mstep: Class 17 contains 52685 members 
Mstep: Class 18 contains 13090 members 
Mstep: Class 19 contains 156889 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961376.000000 Penalty: 38861.996094
Iteration 284Q: 18 clusters Score -1.279614e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 5 contains 146083 members 
Mstep: Class 6 contains 81096 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150171 members 
Mstep: Class 11 contains 171028 members 
Mstep: Class 12 contains 14796 members 
Mstep: Class 13 contains 160952 members 
Mstep: Class 14 contains 117187 members 
Mstep: Class 15 contains 15062 members 
Mstep: Class 16 contains 19688 members 
Mstep: Class 17 contains 52682 members 
Mstep: Class 18 contains 13083 members 
Mstep: Class 19 contains 156887 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961400.000000 Penalty: 38861.996094
Iteration 285Q: 18 clusters Score -1.279614e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 3378 members 
Mstep: Class 5 contains 146077 members 
Mstep: Class 6 contains 81086 members 
Mstep: Class 8 contains 4303 members 
Mstep: Class 9 contains 150202 members 
Mstep: Class 11 contains 171025 members 
Mstep: Class 12 contains 14794 members 
Mstep: Class 13 contains 160963 members 
Mstep: Class 14 contains 117186 members 
Mstep: Class 15 contains 15072 members 
Mstep: Class 16 contains 19686 members 
Mstep: Class 17 contains 52674 members 
Mstep: Class 18 contains 13081 members 
Mstep: Class 19 contains 156875 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961432.000000 Penalty: 38861.996094
Iteration 286Q: 18 clusters Score -1.279614e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 5 contains 146068 members 
Mstep: Class 6 contains 81069 members 
Mstep: Class 8 contains 4303 members 
Mstep: Class 9 contains 150235 members 
Mstep: Class 11 contains 171019 members 
Mstep: Class 12 contains 14789 members 
Mstep: Class 13 contains 160966 members 
Mstep: Class 14 contains 117182 members 
Mstep: Class 15 contains 15080 members 
Mstep: Class 16 contains 19685 members 
Mstep: Class 17 contains 52673 members 
Mstep: Class 18 contains 13076 members 
Mstep: Class 19 contains 156875 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961568.000000 Penalty: 38861.996094
Iteration 287Q: 18 clusters Score -1.279616e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 3367 members 
Mstep: Class 5 contains 146055 members 
Mstep: Class 6 contains 81052 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150263 members 
Mstep: Class 11 contains 171011 members 
Mstep: Class 12 contains 14788 members 
Mstep: Class 13 contains 160962 members 
Mstep: Class 14 contains 117179 members 
Mstep: Class 15 contains 15101 members 
Mstep: Class 16 contains 19683 members 
Mstep: Class 17 contains 52679 members 
Mstep: Class 18 contains 13070 members 
Mstep: Class 19 contains 156873 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961520.000000 Penalty: 38861.996094
Iteration 288Q: 18 clusters Score -1.279615e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 3366 members 
Mstep: Class 5 contains 146054 members 
Mstep: Class 6 contains 81034 members 
Mstep: Class 8 contains 4307 members 
Mstep: Class 9 contains 150276 members 
Mstep: Class 11 contains 171012 members 
Mstep: Class 12 contains 14787 members 
Mstep: Class 13 contains 160966 members 
Mstep: Class 14 contains 117169 members 
Mstep: Class 15 contains 15117 members 
Mstep: Class 16 contains 19672 members 
Mstep: Class 17 contains 52683 members 
Mstep: Class 18 contains 13064 members 
Mstep: Class 19 contains 156879 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961624.000000 Penalty: 38861.996094
Iteration 289Q: 18 clusters Score -1.279616e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 3366 members 
Mstep: Class 5 contains 146048 members 
Mstep: Class 6 contains 81013 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150295 members 
Mstep: Class 11 contains 171009 members 
Mstep: Class 12 contains 14785 members 
Mstep: Class 13 contains 160971 members 
Mstep: Class 14 contains 117164 members 
Mstep: Class 15 contains 15133 members 
Mstep: Class 16 contains 19660 members 
Mstep: Class 17 contains 52685 members 
Mstep: Class 18 contains 13063 members 
Mstep: Class 19 contains 156881 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961680.000000 Penalty: 38861.996094
Iteration 290Q: 18 clusters Score -1.279617e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 3366 members 
Mstep: Class 5 contains 146042 members 
Mstep: Class 6 contains 80986 members 
Mstep: Class 8 contains 4307 members 
Mstep: Class 9 contains 150328 members 
Mstep: Class 11 contains 171009 members 
Mstep: Class 12 contains 14786 members 
Mstep: Class 13 contains 160973 members 
Mstep: Class 14 contains 117161 members 
Mstep: Class 15 contains 15144 members 
Mstep: Class 16 contains 19651 members 
Mstep: Class 17 contains 52685 members 
Mstep: Class 18 contains 13062 members 
Mstep: Class 19 contains 156878 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961768.000000 Penalty: 38861.996094
Iteration 291Q: 18 clusters Score -1.279618e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3366 members 
Mstep: Class 5 contains 146037 members 
Mstep: Class 6 contains 80970 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150361 members 
Mstep: Class 11 contains 171015 members 
Mstep: Class 12 contains 14782 members 
Mstep: Class 13 contains 160967 members 
Mstep: Class 14 contains 117158 members 
Mstep: Class 15 contains 15152 members 
Mstep: Class 16 contains 19644 members 
Mstep: Class 17 contains 52688 members 
Mstep: Class 18 contains 13058 members 
Mstep: Class 19 contains 156873 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961768.000000 Penalty: 38861.996094
Iteration 292Q: 18 clusters Score -1.279618e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 3364 members 
Mstep: Class 5 contains 146033 members 
Mstep: Class 6 contains 80956 members 
Mstep: Class 8 contains 4305 members 
Mstep: Class 9 contains 150383 members 
Mstep: Class 11 contains 171026 members 
Mstep: Class 12 contains 14780 members 
Mstep: Class 13 contains 160958 members 
Mstep: Class 14 contains 117154 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 19634 members 
Mstep: Class 17 contains 52685 members 
Mstep: Class 18 contains 13055 members 
Mstep: Class 19 contains 156873 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961712.000000 Penalty: 38861.996094
Iteration 293Q: 18 clusters Score -1.279617e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 3364 members 
Mstep: Class 5 contains 146028 members 
Mstep: Class 6 contains 80944 members 
Mstep: Class 8 contains 4305 members 
Mstep: Class 9 contains 150394 members 
Mstep: Class 11 contains 171035 members 
Mstep: Class 12 contains 14778 members 
Mstep: Class 13 contains 160958 members 
Mstep: Class 14 contains 117151 members 
Mstep: Class 15 contains 15177 members 
Mstep: Class 16 contains 19629 members 
Mstep: Class 17 contains 52688 members 
Mstep: Class 18 contains 13049 members 
Mstep: Class 19 contains 156876 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961688.000000 Penalty: 38861.996094
Iteration 294Q: 18 clusters Score -1.279617e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 3 contains 3364 members 
Mstep: Class 5 contains 146024 members 
Mstep: Class 6 contains 80937 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150407 members 
Mstep: Class 11 contains 171040 members 
Mstep: Class 12 contains 14778 members 
Mstep: Class 13 contains 160934 members 
Mstep: Class 14 contains 117146 members 
Mstep: Class 15 contains 15190 members 
Mstep: Class 16 contains 19624 members 
Mstep: Class 17 contains 52692 members 
Mstep: Class 18 contains 13045 members 
Mstep: Class 19 contains 156881 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961648.000000 Penalty: 38861.996094
Iteration 295Q: 18 clusters Score -1.279616e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 3 contains 3364 members 
Mstep: Class 5 contains 146017 members 
Mstep: Class 6 contains 80929 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150427 members 
Mstep: Class 11 contains 171048 members 
Mstep: Class 12 contains 14776 members 
Mstep: Class 13 contains 160910 members 
Mstep: Class 14 contains 117142 members 
Mstep: Class 15 contains 15203 members 
Mstep: Class 16 contains 19624 members 
Mstep: Class 17 contains 52694 members 
Mstep: Class 18 contains 13042 members 
Mstep: Class 19 contains 156884 members 
Mstep: Class 20 contains 6578 members 
Mstep: Class 22 contains 171908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961520.000000 Penalty: 38861.996094
Iteration 296Q: 18 clusters Score -1.279615e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 3364 members 
Mstep: Class 5 contains 146020 members 
Mstep: Class 6 contains 80928 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150442 members 
Mstep: Class 11 contains 171058 members 
Mstep: Class 12 contains 14774 members 
Mstep: Class 13 contains 160892 members 
Mstep: Class 14 contains 117132 members 
Mstep: Class 15 contains 15216 members 
Mstep: Class 16 contains 19622 members 
Mstep: Class 17 contains 52694 members 
Mstep: Class 18 contains 13035 members 
Mstep: Class 19 contains 156880 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961536.000000 Penalty: 38861.996094
Iteration 297Q: 18 clusters Score -1.279615e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3363 members 
Mstep: Class 5 contains 146017 members 
Mstep: Class 6 contains 80932 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150457 members 
Mstep: Class 11 contains 171068 members 
Mstep: Class 12 contains 14773 members 
Mstep: Class 13 contains 160871 members 
Mstep: Class 14 contains 117122 members 
Mstep: Class 15 contains 15231 members 
Mstep: Class 16 contains 19619 members 
Mstep: Class 17 contains 52697 members 
Mstep: Class 18 contains 13028 members 
Mstep: Class 19 contains 156879 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961416.000000 Penalty: 38861.996094
Iteration 298Q: 18 clusters Score -1.279614e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3363 members 
Mstep: Class 5 contains 146014 members 
Mstep: Class 6 contains 80932 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150468 members 
Mstep: Class 11 contains 171077 members 
Mstep: Class 12 contains 14772 members 
Mstep: Class 13 contains 160847 members 
Mstep: Class 14 contains 117116 members 
Mstep: Class 15 contains 15244 members 
Mstep: Class 16 contains 19616 members 
Mstep: Class 17 contains 52695 members 
Mstep: Class 18 contains 13021 members 
Mstep: Class 19 contains 156883 members 
Mstep: Class 20 contains 6576 members 
Mstep: Class 22 contains 171925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961456.000000 Penalty: 38861.996094
Iteration 299Q: 18 clusters Score -1.279615e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3363 members 
Mstep: Class 5 contains 146007 members 
Mstep: Class 6 contains 80930 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150475 members 
Mstep: Class 11 contains 171097 members 
Mstep: Class 12 contains 14775 members 
Mstep: Class 13 contains 160828 members 
Mstep: Class 14 contains 117116 members 
Mstep: Class 15 contains 15251 members 
Mstep: Class 16 contains 19612 members 
Mstep: Class 17 contains 52698 members 
Mstep: Class 18 contains 13012 members 
Mstep: Class 19 contains 156883 members 
Mstep: Class 20 contains 6576 members 
Mstep: Class 22 contains 171926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961584.000000 Penalty: 38861.996094
Iteration 300F: 18 clusters Score -1.279616e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3362 members 
Mstep: Class 5 contains 146003 members 
Mstep: Class 6 contains 80934 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150493 members 
Mstep: Class 11 contains 171107 members 
Mstep: Class 12 contains 14776 members 
Mstep: Class 13 contains 160813 members 
Mstep: Class 14 contains 117110 members 
Mstep: Class 15 contains 15258 members 
Mstep: Class 16 contains 19608 members 
Mstep: Class 17 contains 52696 members 
Mstep: Class 18 contains 13004 members 
Mstep: Class 19 contains 156883 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961544.000000 Penalty: 38861.996094
Iteration 301Q: 18 clusters Score -1.279615e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3361 members 
Mstep: Class 5 contains 145997 members 
Mstep: Class 6 contains 80947 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150514 members 
Mstep: Class 11 contains 171111 members 
Mstep: Class 12 contains 14777 members 
Mstep: Class 13 contains 160791 members 
Mstep: Class 14 contains 117108 members 
Mstep: Class 15 contains 15264 members 
Mstep: Class 16 contains 19606 members 
Mstep: Class 17 contains 52697 members 
Mstep: Class 18 contains 12995 members 
Mstep: Class 19 contains 156880 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961552.000000 Penalty: 38861.996094
Iteration 302Q: 18 clusters Score -1.279616e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 3359 members 
Mstep: Class 5 contains 145986 members 
Mstep: Class 6 contains 80961 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150518 members 
Mstep: Class 11 contains 171123 members 
Mstep: Class 12 contains 14776 members 
Mstep: Class 13 contains 160779 members 
Mstep: Class 14 contains 117102 members 
Mstep: Class 15 contains 15270 members 
Mstep: Class 16 contains 19606 members 
Mstep: Class 17 contains 52695 members 
Mstep: Class 18 contains 12992 members 
Mstep: Class 19 contains 156881 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961568.000000 Penalty: 38861.996094
Iteration 303Q: 18 clusters Score -1.279616e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 3357 members 
Mstep: Class 5 contains 145980 members 
Mstep: Class 6 contains 80965 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150526 members 
Mstep: Class 11 contains 171142 members 
Mstep: Class 12 contains 14776 members 
Mstep: Class 13 contains 160748 members 
Mstep: Class 14 contains 117100 members 
Mstep: Class 15 contains 15275 members 
Mstep: Class 16 contains 19608 members 
Mstep: Class 17 contains 52695 members 
Mstep: Class 18 contains 12985 members 
Mstep: Class 19 contains 156884 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961640.000000 Penalty: 38861.996094
Iteration 304Q: 18 clusters Score -1.279616e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 3356 members 
Mstep: Class 5 contains 145974 members 
Mstep: Class 6 contains 80965 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150537 members 
Mstep: Class 11 contains 171157 members 
Mstep: Class 12 contains 14776 members 
Mstep: Class 13 contains 160732 members 
Mstep: Class 14 contains 117096 members 
Mstep: Class 15 contains 15280 members 
Mstep: Class 16 contains 19608 members 
Mstep: Class 17 contains 52695 members 
Mstep: Class 18 contains 12976 members 
Mstep: Class 19 contains 156884 members 
Mstep: Class 20 contains 6576 members 
Mstep: Class 22 contains 171938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961648.000000 Penalty: 38861.996094
Iteration 305Q: 18 clusters Score -1.279616e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 5 contains 145963 members 
Mstep: Class 6 contains 80959 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150542 members 
Mstep: Class 11 contains 171171 members 
Mstep: Class 12 contains 14776 members 
Mstep: Class 13 contains 160729 members 
Mstep: Class 14 contains 117092 members 
Mstep: Class 15 contains 15285 members 
Mstep: Class 16 contains 19609 members 
Mstep: Class 17 contains 52696 members 
Mstep: Class 18 contains 12971 members 
Mstep: Class 19 contains 156887 members 
Mstep: Class 20 contains 6576 members 
Mstep: Class 22 contains 171941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961624.000000 Penalty: 38861.996094
Iteration 306Q: 18 clusters Score -1.279616e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145957 members 
Mstep: Class 6 contains 80957 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150540 members 
Mstep: Class 11 contains 171187 members 
Mstep: Class 12 contains 14776 members 
Mstep: Class 13 contains 160717 members 
Mstep: Class 14 contains 117086 members 
Mstep: Class 15 contains 15291 members 
Mstep: Class 16 contains 19605 members 
Mstep: Class 17 contains 52698 members 
Mstep: Class 18 contains 12964 members 
Mstep: Class 19 contains 156894 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961560.000000 Penalty: 38861.996094
Iteration 307Q: 18 clusters Score -1.279616e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145948 members 
Mstep: Class 6 contains 80955 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150543 members 
Mstep: Class 11 contains 171195 members 
Mstep: Class 12 contains 14776 members 
Mstep: Class 13 contains 160713 members 
Mstep: Class 14 contains 117079 members 
Mstep: Class 15 contains 15298 members 
Mstep: Class 16 contains 19599 members 
Mstep: Class 17 contains 52695 members 
Mstep: Class 18 contains 12962 members 
Mstep: Class 19 contains 156896 members 
Mstep: Class 20 contains 6578 members 
Mstep: Class 22 contains 171962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961432.000000 Penalty: 38861.996094
Iteration 308Q: 18 clusters Score -1.279614e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145940 members 
Mstep: Class 6 contains 80952 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150537 members 
Mstep: Class 11 contains 171211 members 
Mstep: Class 12 contains 14779 members 
Mstep: Class 13 contains 160709 members 
Mstep: Class 14 contains 117073 members 
Mstep: Class 15 contains 15306 members 
Mstep: Class 16 contains 19591 members 
Mstep: Class 17 contains 52697 members 
Mstep: Class 18 contains 12959 members 
Mstep: Class 19 contains 156899 members 
Mstep: Class 20 contains 6578 members 
Mstep: Class 22 contains 171969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961392.000000 Penalty: 38861.996094
Iteration 309Q: 18 clusters Score -1.279614e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145929 members 
Mstep: Class 6 contains 80953 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150538 members 
Mstep: Class 11 contains 171222 members 
Mstep: Class 12 contains 14780 members 
Mstep: Class 13 contains 160711 members 
Mstep: Class 14 contains 117072 members 
Mstep: Class 15 contains 15310 members 
Mstep: Class 16 contains 19585 members 
Mstep: Class 17 contains 52694 members 
Mstep: Class 18 contains 12958 members 
Mstep: Class 19 contains 156904 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 22 contains 171967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961400.000000 Penalty: 38861.996094
Iteration 310Q: 18 clusters Score -1.279614e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145923 members 
Mstep: Class 6 contains 80956 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150537 members 
Mstep: Class 11 contains 171231 members 
Mstep: Class 12 contains 14779 members 
Mstep: Class 13 contains 160708 members 
Mstep: Class 14 contains 117073 members 
Mstep: Class 15 contains 15314 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 52696 members 
Mstep: Class 18 contains 12958 members 
Mstep: Class 19 contains 156903 members 
Mstep: Class 20 contains 6576 members 
Mstep: Class 22 contains 171964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961400.000000 Penalty: 38861.996094
Iteration 311Q: 18 clusters Score -1.279614e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145919 members 
Mstep: Class 6 contains 80960 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150539 members 
Mstep: Class 11 contains 171238 members 
Mstep: Class 12 contains 14778 members 
Mstep: Class 13 contains 160700 members 
Mstep: Class 14 contains 117072 members 
Mstep: Class 15 contains 15320 members 
Mstep: Class 16 contains 19577 members 
Mstep: Class 17 contains 52698 members 
Mstep: Class 18 contains 12957 members 
Mstep: Class 19 contains 156904 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961392.000000 Penalty: 38861.996094
Iteration 312Q: 18 clusters Score -1.279614e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145919 members 
Mstep: Class 6 contains 80961 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150539 members 
Mstep: Class 11 contains 171239 members 
Mstep: Class 12 contains 14781 members 
Mstep: Class 13 contains 160694 members 
Mstep: Class 14 contains 117073 members 
Mstep: Class 15 contains 15324 members 
Mstep: Class 16 contains 19575 members 
Mstep: Class 17 contains 52697 members 
Mstep: Class 18 contains 12955 members 
Mstep: Class 19 contains 156903 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961368.000000 Penalty: 38861.996094
Iteration 313Q: 18 clusters Score -1.279614e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145919 members 
Mstep: Class 6 contains 80961 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150540 members 
Mstep: Class 11 contains 171240 members 
Mstep: Class 12 contains 14783 members 
Mstep: Class 13 contains 160691 members 
Mstep: Class 14 contains 117069 members 
Mstep: Class 15 contains 15328 members 
Mstep: Class 16 contains 19573 members 
Mstep: Class 17 contains 52696 members 
Mstep: Class 18 contains 12953 members 
Mstep: Class 19 contains 156904 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961352.000000 Penalty: 38861.996094
Iteration 314Q: 18 clusters Score -1.279614e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145919 members 
Mstep: Class 6 contains 80960 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150537 members 
Mstep: Class 11 contains 171243 members 
Mstep: Class 12 contains 14784 members 
Mstep: Class 13 contains 160688 members 
Mstep: Class 14 contains 117063 members 
Mstep: Class 15 contains 15333 members 
Mstep: Class 16 contains 19570 members 
Mstep: Class 17 contains 52697 members 
Mstep: Class 18 contains 12953 members 
Mstep: Class 19 contains 156905 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961336.000000 Penalty: 38861.996094
Iteration 315Q: 18 clusters Score -1.279613e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145916 members 
Mstep: Class 6 contains 80958 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150535 members 
Mstep: Class 11 contains 171249 members 
Mstep: Class 12 contains 14784 members 
Mstep: Class 13 contains 160687 members 
Mstep: Class 14 contains 117064 members 
Mstep: Class 15 contains 15334 members 
Mstep: Class 16 contains 19569 members 
Mstep: Class 17 contains 52699 members 
Mstep: Class 18 contains 12953 members 
Mstep: Class 19 contains 156904 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961352.000000 Penalty: 38861.996094
Iteration 316Q: 18 clusters Score -1.279614e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145909 members 
Mstep: Class 6 contains 80964 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150534 members 
Mstep: Class 11 contains 171253 members 
Mstep: Class 12 contains 14786 members 
Mstep: Class 13 contains 160689 members 
Mstep: Class 14 contains 117063 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 19567 members 
Mstep: Class 17 contains 52698 members 
Mstep: Class 18 contains 12952 members 
Mstep: Class 19 contains 156904 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961344.000000 Penalty: 38861.996094
Iteration 317Q: 18 clusters Score -1.279613e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145903 members 
Mstep: Class 6 contains 80968 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150533 members 
Mstep: Class 11 contains 171261 members 
Mstep: Class 12 contains 14785 members 
Mstep: Class 13 contains 160691 members 
Mstep: Class 14 contains 117061 members 
Mstep: Class 15 contains 15338 members 
Mstep: Class 16 contains 19566 members 
Mstep: Class 17 contains 52696 members 
Mstep: Class 18 contains 12951 members 
Mstep: Class 19 contains 156904 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961408.000000 Penalty: 38861.996094
Iteration 318Q: 18 clusters Score -1.279614e+08 nChanged 33
Entering ConstructFrom: 
Score: -127961408.000000 Penalty: 38861.996094
Entering ConstructFrom: 
Trying to split cluster 1 (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: -170700.109375 Penalty: 1231.697876
	Iteration 0F: 2 clusters Score -170700.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -168774.546875 Penalty: 2463.395752
	Iteration 0F: 3 clusters Score -168774.5 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -169433.062500 Penalty: 2463.395752
	Iteration 1F: 3 clusters Score -169433.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -169692.562500 Penalty: 2463.395752
	Iteration 2F: 3 clusters Score -169692.6 nChanged 144
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: -169853.250000 Penalty: 2463.395752
	Iteration 3F: 3 clusters Score -169853.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -169925.812500 Penalty: 2463.395752
	Iteration 4Q: 3 clusters Score -169925.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -169973.578125 Penalty: 2463.395752
	Iteration 5Q: 3 clusters Score -169973.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -169998.921875 Penalty: 2463.395752
	Iteration 6Q: 3 clusters Score -169998.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -170009.687500 Penalty: 2463.395752
	Iteration 7Q: 3 clusters Score -170009.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -170022.484375 Penalty: 2463.395752
	Iteration 8Q: 3 clusters Score -170022.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -170032.703125 Penalty: 2463.395752
	Iteration 9Q: 3 clusters Score -170032.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -170042.156250 Penalty: 2463.395752
	Iteration 10Q: 3 clusters Score -170042.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -170048.796875 Penalty: 2463.395752
	Iteration 11Q: 3 clusters Score -170048.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -170056.843750 Penalty: 2463.395752
	Iteration 12Q: 3 clusters Score -170056.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -170061.375000 Penalty: 2463.395752
	Iteration 13Q: 3 clusters Score -170061.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -170065.640625 Penalty: 2463.395752
	Iteration 14Q: 3 clusters Score -170065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -170066.828125 Penalty: 2463.395752
	Iteration 15Q: 3 clusters Score -170066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -170067.734375 Penalty: 2463.395752
	Iteration 16Q: 3 clusters Score -170067.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -170068.062500 Penalty: 2463.395752
	Iteration 17Q: 3 clusters Score -170068.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -170069.062500 Penalty: 2463.395752
	Iteration 18Q: 3 clusters Score -170069.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -170070.031250 Penalty: 2463.395752
	Iteration 19Q: 3 clusters Score -170070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -170071.484375 Penalty: 2463.395752
	Iteration 20F: 3 clusters Score -170071.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -170072.578125 Penalty: 2463.395752
	Iteration 21Q: 3 clusters Score -170072.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -170073.687500 Penalty: 2463.395752
	Iteration 22Q: 3 clusters Score -170073.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -170074.312500 Penalty: 2463.395752
	Iteration 23Q: 3 clusters Score -170074.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -170074.781250 Penalty: 2463.395752
	Iteration 24Q: 3 clusters Score -170074.8 nChanged 1
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: -170075.109375 Penalty: 2463.395752
	Iteration 25Q: 3 clusters Score -170075.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -170075.328125 Penalty: 2463.395752
	Iteration 26Q: 3 clusters Score -170075.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -170075.328125 Penalty: 2463.395752
	Iteration 27F: 3 clusters Score -170075.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Entering Unmasked Estep 
Score: -310463.031250 Penalty: 1319.014771
	Iteration 0F: 2 clusters Score -310463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -307576.468750 Penalty: 2638.029541
	Iteration 0F: 3 clusters Score -307576.5 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -308453.406250 Penalty: 2638.029541
	Iteration 1F: 3 clusters Score -308453.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -308750.812500 Penalty: 2638.029541
	Iteration 2F: 3 clusters Score -308750.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -308975.000000 Penalty: 2638.029541
	Iteration 3F: 3 clusters Score -308975 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -309151.156250 Penalty: 2638.029541
	Iteration 4F: 3 clusters Score -309151.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -309326.937500 Penalty: 2638.029541
	Iteration 5F: 3 clusters Score -309326.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -309457.593750 Penalty: 2638.029541
	Iteration 6Q: 3 clusters Score -309457.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -309550.375000 Penalty: 2638.029541
	Iteration 7Q: 3 clusters Score -309550.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -309628.125000 Penalty: 2638.029541
	Iteration 8Q: 3 clusters Score -309628.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -309682.625000 Penalty: 2638.029541
	Iteration 9Q: 3 clusters Score -309682.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -309721.843750 Penalty: 2638.029541
	Iteration 10Q: 3 clusters Score -309721.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -309750.218750 Penalty: 2638.029541
	Iteration 11Q: 3 clusters Score -309750.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -309773.937500 Penalty: 2638.029541
	Iteration 12Q: 3 clusters Score -309773.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -309798.281250 Penalty: 2638.029541
	Iteration 13Q: 3 clusters Score -309798.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -309823.093750 Penalty: 2638.029541
	Iteration 14Q: 3 clusters Score -309823.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -309845.062500 Penalty: 2638.029541
	Iteration 15Q: 3 clusters Score -309845.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -309863.000000 Penalty: 2638.029541
	Iteration 16Q: 3 clusters Score -309863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -309874.718750 Penalty: 2638.029541
	Iteration 17Q: 3 clusters Score -309874.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -309884.781250 Penalty: 2638.029541
	Iteration 18Q: 3 clusters Score -309884.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -309893.468750 Penalty: 2638.029541
	Iteration 19Q: 3 clusters Score -309893.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -309900.718750 Penalty: 2638.029541
	Iteration 20F: 3 clusters Score -309900.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -309901.875000 Penalty: 2638.029541
	Iteration 21Q: 3 clusters Score -309901.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -309903.656250 Penalty: 2638.029541
	Iteration 22Q: 3 clusters Score -309903.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -309905.843750 Penalty: 2638.029541
	Iteration 23Q: 3 clusters Score -309905.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -309909.781250 Penalty: 2638.029541
	Iteration 24Q: 3 clusters Score -309909.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -309912.187500 Penalty: 2638.029541
	Iteration 25Q: 3 clusters Score -309912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -309914.250000 Penalty: 2638.029541
	Iteration 26Q: 3 clusters Score -309914.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -309918.187500 Penalty: 2638.029541
	Iteration 27Q: 3 clusters Score -309918.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -309920.625000 Penalty: 2638.029541
	Iteration 28Q: 3 clusters Score -309920.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -309923.000000 Penalty: 2638.029541
	Iteration 29Q: 3 clusters Score -309923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -309926.656250 Penalty: 2638.029541
	Iteration 30Q: 3 clusters Score -309926.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -309927.468750 Penalty: 2638.029541
	Iteration 31Q: 3 clusters Score -309927.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -309929.625000 Penalty: 2638.029541
	Iteration 32Q: 3 clusters Score -309929.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -309929.625000 Penalty: 2638.029541
	Iteration 33F: 3 clusters Score -309929.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (145896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145896 members 
Entering Unmasked Estep 
Score: -14828995.000000 Penalty: 1932.230591
	Iteration 0F: 2 clusters Score -1.4829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72919 members 
Mstep: Class 2 contains 72977 members 
Entering Unmasked Estep 
Score: -14732004.000000 Penalty: 3864.461182
	Iteration 0F: 3 clusters Score -1.4732e+07 nChanged 70178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72839 members 
Mstep: Class 2 contains 73057 members 
Entering Unmasked Estep 
Score: -14772853.000000 Penalty: 3864.461182
	Iteration 1F: 3 clusters Score -1.477285e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72768 members 
Mstep: Class 2 contains 73128 members 
Entering Unmasked Estep 
Score: -14773588.000000 Penalty: 3864.461182
	Iteration 2Q: 3 clusters Score -1.477359e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72713 members 
Mstep: Class 2 contains 73183 members 
Entering Unmasked Estep 
Score: -14774537.000000 Penalty: 3864.461182
	Iteration 3Q: 3 clusters Score -1.477454e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72576 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -14775752.000000 Penalty: 3864.461182
	Iteration 4Q: 3 clusters Score -1.477575e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72438 members 
Mstep: Class 2 contains 73458 members 
Entering Unmasked Estep 
Score: -14777753.000000 Penalty: 3864.461182
	Iteration 5Q: 3 clusters Score -1.477775e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71980 members 
Mstep: Class 2 contains 73916 members 
Entering Unmasked Estep 
Score: -14780794.000000 Penalty: 3864.461182
	Iteration 6Q: 3 clusters Score -1.478079e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71006 members 
Mstep: Class 2 contains 74890 members 
Entering Unmasked Estep 
Score: -14785382.000000 Penalty: 3864.461182
	Iteration 7F: 3 clusters Score -1.478538e+07 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69498 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -14791834.000000 Penalty: 3864.461182
	Iteration 8F: 3 clusters Score -1.479183e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67732 members 
Mstep: Class 2 contains 78164 members 
Entering Unmasked Estep 
Score: -14798972.000000 Penalty: 3864.461182
	Iteration 9F: 3 clusters Score -1.479897e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66194 members 
Mstep: Class 2 contains 79702 members 
Entering Unmasked Estep 
Score: -14803881.000000 Penalty: 3864.461182
	Iteration 10F: 3 clusters Score -1.480388e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 80943 members 
Entering Unmasked Estep 
Score: -14805892.000000 Penalty: 3864.461182
	Iteration 11Q: 3 clusters Score -1.480589e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63855 members 
Mstep: Class 2 contains 82041 members 
Entering Unmasked Estep 
Score: -14806677.000000 Penalty: 3864.461182
	Iteration 12Q: 3 clusters Score -1.480668e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 83242 members 
Entering Unmasked Estep 
Score: -14807134.000000 Penalty: 3864.461182
	Iteration 13Q: 3 clusters Score -1.480713e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61367 members 
Mstep: Class 2 contains 84529 members 
Entering Unmasked Estep 
Score: -14807578.000000 Penalty: 3864.461182
	Iteration 14Q: 3 clusters Score -1.480758e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60000 members 
Mstep: Class 2 contains 85896 members 
Entering Unmasked Estep 
Score: -14808062.000000 Penalty: 3864.461182
	Iteration 15Q: 3 clusters Score -1.480806e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 87227 members 
Entering Unmasked Estep 
Score: -14808622.000000 Penalty: 3864.461182
	Iteration 16Q: 3 clusters Score -1.480862e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57269 members 
Mstep: Class 2 contains 88627 members 
Entering Unmasked Estep 
Score: -14809115.000000 Penalty: 3864.461182
	Iteration 17Q: 3 clusters Score -1.480912e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 90021 members 
Entering Unmasked Estep 
Score: -14809653.000000 Penalty: 3864.461182
	Iteration 18Q: 3 clusters Score -1.480965e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 91472 members 
Entering Unmasked Estep 
Score: -14810046.000000 Penalty: 3864.461182
	Iteration 19Q: 3 clusters Score -1.481005e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 92954 members 
Entering Unmasked Estep 
Score: -14810552.000000 Penalty: 3864.461182
	Iteration 20F: 3 clusters Score -1.481055e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 94526 members 
Entering Unmasked Estep 
Score: -14811044.000000 Penalty: 3864.461182
	Iteration 21Q: 3 clusters Score -1.481104e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Mstep: Class 2 contains 96104 members 
Entering Unmasked Estep 
Score: -14811551.000000 Penalty: 3864.461182
	Iteration 22Q: 3 clusters Score -1.481155e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 97702 members 
Entering Unmasked Estep 
Score: -14811958.000000 Penalty: 3864.461182
	Iteration 23Q: 3 clusters Score -1.481196e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 99376 members 
Entering Unmasked Estep 
Score: -14812353.000000 Penalty: 3864.461182
	Iteration 24Q: 3 clusters Score -1.481235e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 101064 members 
Entering Unmasked Estep 
Score: -14812774.000000 Penalty: 3864.461182
	Iteration 25Q: 3 clusters Score -1.481277e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 102767 members 
Entering Unmasked Estep 
Score: -14813139.000000 Penalty: 3864.461182
	Iteration 26Q: 3 clusters Score -1.481314e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 104484 members 
Entering Unmasked Estep 
Score: -14813559.000000 Penalty: 3864.461182
	Iteration 27Q: 3 clusters Score -1.481356e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 106304 members 
Entering Unmasked Estep 
Score: -14814040.000000 Penalty: 3864.461182
	Iteration 28Q: 3 clusters Score -1.481404e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 108198 members 
Entering Unmasked Estep 
Score: -14814497.000000 Penalty: 3864.461182
	Iteration 29Q: 3 clusters Score -1.48145e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 110148 members 
Entering Unmasked Estep 
Score: -14815117.000000 Penalty: 3864.461182
	Iteration 30Q: 3 clusters Score -1.481512e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 112220 members 
Entering Unmasked Estep 
Score: -14815687.000000 Penalty: 3864.461182
	Iteration 31Q: 3 clusters Score -1.481569e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 114377 members 
Entering Unmasked Estep 
Score: -14816344.000000 Penalty: 3864.461182
	Iteration 32Q: 3 clusters Score -1.481634e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 116596 members 
Entering Unmasked Estep 
Score: -14816922.000000 Penalty: 3864.461182
	Iteration 33Q: 3 clusters Score -1.481692e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 118723 members 
Entering Unmasked Estep 
Score: -14817684.000000 Penalty: 3864.461182
	Iteration 34Q: 3 clusters Score -1.481768e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 120821 members 
Entering Unmasked Estep 
Score: -14818306.000000 Penalty: 3864.461182
	Iteration 35Q: 3 clusters Score -1.481831e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 122931 members 
Entering Unmasked Estep 
Score: -14819010.000000 Penalty: 3864.461182
	Iteration 36Q: 3 clusters Score -1.481901e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 125003 members 
Entering Unmasked Estep 
Score: -14819737.000000 Penalty: 3864.461182
	Iteration 37Q: 3 clusters Score -1.481974e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 127065 members 
Entering Unmasked Estep 
Score: -14820528.000000 Penalty: 3864.461182
	Iteration 38Q: 3 clusters Score -1.482053e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 129072 members 
Entering Unmasked Estep 
Score: -14821346.000000 Penalty: 3864.461182
	Iteration 39Q: 3 clusters Score -1.482135e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 130951 members 
Entering Unmasked Estep 
Score: -14822073.000000 Penalty: 3864.461182
	Iteration 40F: 3 clusters Score -1.482207e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 132708 members 
Entering Unmasked Estep 
Score: -14822787.000000 Penalty: 3864.461182
	Iteration 41Q: 3 clusters Score -1.482279e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 134338 members 
Entering Unmasked Estep 
Score: -14823398.000000 Penalty: 3864.461182
	Iteration 42Q: 3 clusters Score -1.48234e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 135782 members 
Entering Unmasked Estep 
Score: -14823864.000000 Penalty: 3864.461182
	Iteration 43Q: 3 clusters Score -1.482386e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 137090 members 
Entering Unmasked Estep 
Score: -14824455.000000 Penalty: 3864.461182
	Iteration 44Q: 3 clusters Score -1.482446e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 138324 members 
Entering Unmasked Estep 
Score: -14824907.000000 Penalty: 3864.461182
	Iteration 45Q: 3 clusters Score -1.482491e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 139425 members 
Entering Unmasked Estep 
Score: -14825406.000000 Penalty: 3864.461182
	Iteration 46Q: 3 clusters Score -1.482541e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 140378 members 
Entering Unmasked Estep 
Score: -14825776.000000 Penalty: 3864.461182
	Iteration 47Q: 3 clusters Score -1.482578e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 141194 members 
Entering Unmasked Estep 
Score: -14826140.000000 Penalty: 3864.461182
	Iteration 48Q: 3 clusters Score -1.482614e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 141904 members 
Entering Unmasked Estep 
Score: -14826474.000000 Penalty: 3864.461182
	Iteration 49Q: 3 clusters Score -1.482647e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 142511 members 
Entering Unmasked Estep 
Score: -14826675.000000 Penalty: 3864.461182
	Iteration 50Q: 3 clusters Score -1.482668e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 143014 members 
Entering Unmasked Estep 
Score: -14826909.000000 Penalty: 3864.461182
	Iteration 51Q: 3 clusters Score -1.482691e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 143423 members 
Entering Unmasked Estep 
Score: -14827090.000000 Penalty: 3864.461182
	Iteration 52Q: 3 clusters Score -1.482709e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 143738 members 
Entering Unmasked Estep 
Score: -14827219.000000 Penalty: 3864.461182
	Iteration 53Q: 3 clusters Score -1.482722e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 144012 members 
Entering Unmasked Estep 
Score: -14827291.000000 Penalty: 3864.461182
	Iteration 54Q: 3 clusters Score -1.482729e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 144221 members 
Entering Unmasked Estep 
Score: -14827378.000000 Penalty: 3864.461182
	Iteration 55Q: 3 clusters Score -1.482738e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 144401 members 
Entering Unmasked Estep 
Score: -14827380.000000 Penalty: 3864.461182
	Iteration 56Q: 3 clusters Score -1.482738e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 144558 members 
Entering Unmasked Estep 
Score: -14827448.000000 Penalty: 3864.461182
	Iteration 57Q: 3 clusters Score -1.482745e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 144677 members 
Entering Unmasked Estep 
Score: -14827510.000000 Penalty: 3864.461182
	Iteration 58Q: 3 clusters Score -1.482751e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 144788 members 
Entering Unmasked Estep 
Score: -14827542.000000 Penalty: 3864.461182
	Iteration 59Q: 3 clusters Score -1.482754e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 144858 members 
Entering Unmasked Estep 
Score: -14827549.000000 Penalty: 3864.461182
	Iteration 60F: 3 clusters Score -1.482755e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 144927 members 
Entering Unmasked Estep 
Score: -14827589.000000 Penalty: 3864.461182
	Iteration 61Q: 3 clusters Score -1.482759e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 144986 members 
Entering Unmasked Estep 
Score: -14827601.000000 Penalty: 3864.461182
	Iteration 62Q: 3 clusters Score -1.48276e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 145043 members 
Entering Unmasked Estep 
Score: -14827617.000000 Penalty: 3864.461182
	Iteration 63Q: 3 clusters Score -1.482762e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 145081 members 
Entering Unmasked Estep 
Score: -14827610.000000 Penalty: 3864.461182
	Iteration 64Q: 3 clusters Score -1.482761e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 145102 members 
Entering Unmasked Estep 
Score: -14827621.000000 Penalty: 3864.461182
	Iteration 65Q: 3 clusters Score -1.482762e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 145117 members 
Entering Unmasked Estep 
Score: -14827627.000000 Penalty: 3864.461182
	Iteration 66Q: 3 clusters Score -1.482763e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 145125 members 
Entering Unmasked Estep 
Score: -14827619.000000 Penalty: 3864.461182
	Iteration 67Q: 3 clusters Score -1.482762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 145130 members 
Entering Unmasked Estep 
Score: -14827638.000000 Penalty: 3864.461182
	Iteration 68Q: 3 clusters Score -1.482764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 145133 members 
Entering Unmasked Estep 
Score: -14827637.000000 Penalty: 3864.461182
	Iteration 69Q: 3 clusters Score -1.482764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 145136 members 
Entering Unmasked Estep 
Score: -14827625.000000 Penalty: 3864.461182
	Iteration 70Q: 3 clusters Score -1.482762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 145143 members 
Entering Unmasked Estep 
Score: -14827625.000000 Penalty: 3864.461182
	Iteration 71Q: 3 clusters Score -1.482762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 145152 members 
Entering Unmasked Estep 
Score: -14827629.000000 Penalty: 3864.461182
	Iteration 72Q: 3 clusters Score -1.482763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 145161 members 
Entering Unmasked Estep 
Score: -14827620.000000 Penalty: 3864.461182
	Iteration 73Q: 3 clusters Score -1.482762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 145163 members 
Entering Unmasked Estep 
Score: -14827618.000000 Penalty: 3864.461182
	Iteration 74Q: 3 clusters Score -1.482762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 145167 members 
Entering Unmasked Estep 
Score: -14827622.000000 Penalty: 3864.461182
	Iteration 75Q: 3 clusters Score -1.482762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 145172 members 
Entering Unmasked Estep 
Score: -14827620.000000 Penalty: 3864.461182
	Iteration 76Q: 3 clusters Score -1.482762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 145183 members 
Entering Unmasked Estep 
Score: -14827625.000000 Penalty: 3864.461182
	Iteration 77Q: 3 clusters Score -1.482762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 145192 members 
Entering Unmasked Estep 
Score: -14827625.000000 Penalty: 3864.461182
	Iteration 78Q: 3 clusters Score -1.482762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 145200 members 
Entering Unmasked Estep 
Score: -14827640.000000 Penalty: 3864.461182
	Iteration 79Q: 3 clusters Score -1.482764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 145208 members 
Entering Unmasked Estep 
Score: -14827640.000000 Penalty: 3864.461182
	Iteration 80F: 3 clusters Score -1.482764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 145214 members 
Entering Unmasked Estep 
Score: -14827643.000000 Penalty: 3864.461182
	Iteration 81Q: 3 clusters Score -1.482764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 145219 members 
Entering Unmasked Estep 
Score: -14827646.000000 Penalty: 3864.461182
	Iteration 82Q: 3 clusters Score -1.482765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 145221 members 
Entering Unmasked Estep 
Score: -14827646.000000 Penalty: 3864.461182
	Iteration 83Q: 3 clusters Score -1.482765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 145222 members 
Entering Unmasked Estep 
Score: -14827641.000000 Penalty: 3864.461182
	Iteration 84Q: 3 clusters Score -1.482764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 145223 members 
Entering Unmasked Estep 
Score: -14827641.000000 Penalty: 3864.461182
	Iteration 85Q: 3 clusters Score -1.482764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 145224 members 
Entering Unmasked Estep 
Score: -14827646.000000 Penalty: 3864.461182
	Iteration 86Q: 3 clusters Score -1.482765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 145226 members 
Entering Unmasked Estep 
Score: -14827645.000000 Penalty: 3864.461182
	Iteration 87Q: 3 clusters Score -1.482764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 145226 members 
Entering Unmasked Estep 
Score: -14827645.000000 Penalty: 3864.461182
	Iteration 88F: 3 clusters Score -1.482764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (80966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Entering Unmasked Estep 
Score: -8319077.500000 Penalty: 1836.540039
	Iteration 0F: 2 clusters Score -8319078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -8265086.000000 Penalty: 3673.080078
	Iteration 0F: 3 clusters Score -8265086 nChanged 38707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -8287138.500000 Penalty: 3673.080078
	Iteration 1F: 3 clusters Score -8287138 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -8287667.000000 Penalty: 3673.080078
	Iteration 2Q: 3 clusters Score -8287667 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -8288290.500000 Penalty: 3673.080078
	Iteration 3Q: 3 clusters Score -8288290 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -8289003.500000 Penalty: 3673.080078
	Iteration 4Q: 3 clusters Score -8289004 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -8289842.000000 Penalty: 3673.080078
	Iteration 5Q: 3 clusters Score -8289842 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -8291103.000000 Penalty: 3673.080078
	Iteration 6Q: 3 clusters Score -8291103 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -8292929.500000 Penalty: 3673.080078
	Iteration 7Q: 3 clusters Score -8292930 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 52695 members 
Entering Unmasked Estep 
Score: -8295670.500000 Penalty: 3673.080078
	Iteration 8F: 3 clusters Score -8295670 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -8299405.500000 Penalty: 3673.080078
	Iteration 9F: 3 clusters Score -8299406 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 60988 members 
Entering Unmasked Estep 
Score: -8303606.500000 Penalty: 3673.080078
	Iteration 10F: 3 clusters Score -8303606 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -8307565.000000 Penalty: 3673.080078
	Iteration 11F: 3 clusters Score -8307565 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -8310445.000000 Penalty: 3673.080078
	Iteration 12Q: 3 clusters Score -8310445 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 69899 members 
Entering Unmasked Estep 
Score: -8312227.500000 Penalty: 3673.080078
	Iteration 13Q: 3 clusters Score -8312228 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 71493 members 
Entering Unmasked Estep 
Score: -8313405.500000 Penalty: 3673.080078
	Iteration 14Q: 3 clusters Score -8313406 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 72911 members 
Entering Unmasked Estep 
Score: -8314276.500000 Penalty: 3673.080078
	Iteration 15Q: 3 clusters Score -8314276 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 74160 members 
Entering Unmasked Estep 
Score: -8315047.000000 Penalty: 3673.080078
	Iteration 16Q: 3 clusters Score -8315047 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 75310 members 
Entering Unmasked Estep 
Score: -8315644.500000 Penalty: 3673.080078
	Iteration 17Q: 3 clusters Score -8315644 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 76271 members 
Entering Unmasked Estep 
Score: -8316115.000000 Penalty: 3673.080078
	Iteration 18Q: 3 clusters Score -8316115 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 77086 members 
Entering Unmasked Estep 
Score: -8316524.000000 Penalty: 3673.080078
	Iteration 19Q: 3 clusters Score -8316524 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 77772 members 
Entering Unmasked Estep 
Score: -8316858.500000 Penalty: 3673.080078
	Iteration 20F: 3 clusters Score -8316858 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 78307 members 
Entering Unmasked Estep 
Score: -8317102.500000 Penalty: 3673.080078
	Iteration 21Q: 3 clusters Score -8317102 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 78743 members 
Entering Unmasked Estep 
Score: -8317290.500000 Penalty: 3673.080078
	Iteration 22Q: 3 clusters Score -8317290 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 79082 members 
Entering Unmasked Estep 
Score: -8317452.000000 Penalty: 3673.080078
	Iteration 23Q: 3 clusters Score -8317452 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 79352 members 
Entering Unmasked Estep 
Score: -8317556.500000 Penalty: 3673.080078
	Iteration 24Q: 3 clusters Score -8317556 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 79557 members 
Entering Unmasked Estep 
Score: -8317605.500000 Penalty: 3673.080078
	Iteration 25Q: 3 clusters Score -8317606 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 79716 members 
Entering Unmasked Estep 
Score: -8317661.500000 Penalty: 3673.080078
	Iteration 26Q: 3 clusters Score -8317662 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 79833 members 
Entering Unmasked Estep 
Score: -8317696.500000 Penalty: 3673.080078
	Iteration 27Q: 3 clusters Score -8317696 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 79917 members 
Entering Unmasked Estep 
Score: -8317733.000000 Penalty: 3673.080078
	Iteration 28Q: 3 clusters Score -8317733 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 79980 members 
Entering Unmasked Estep 
Score: -8317744.500000 Penalty: 3673.080078
	Iteration 29Q: 3 clusters Score -8317744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 80031 members 
Entering Unmasked Estep 
Score: -8317751.000000 Penalty: 3673.080078
	Iteration 30Q: 3 clusters Score -8317751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 80068 members 
Entering Unmasked Estep 
Score: -8317763.500000 Penalty: 3673.080078
	Iteration 31Q: 3 clusters Score -8317764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 80092 members 
Entering Unmasked Estep 
Score: -8317762.500000 Penalty: 3673.080078
	Iteration 32Q: 3 clusters Score -8317762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 80113 members 
Entering Unmasked Estep 
Score: -8317773.000000 Penalty: 3673.080078
	Iteration 33Q: 3 clusters Score -8317773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 80131 members 
Entering Unmasked Estep 
Score: -8317774.500000 Penalty: 3673.080078
	Iteration 34Q: 3 clusters Score -8317774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 80143 members 
Entering Unmasked Estep 
Score: -8317781.500000 Penalty: 3673.080078
	Iteration 35Q: 3 clusters Score -8317782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 80156 members 
Entering Unmasked Estep 
Score: -8317778.500000 Penalty: 3673.080078
	Iteration 36Q: 3 clusters Score -8317778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 80167 members 
Entering Unmasked Estep 
Score: -8317775.500000 Penalty: 3673.080078
	Iteration 37Q: 3 clusters Score -8317776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 80176 members 
Entering Unmasked Estep 
Score: -8317775.500000 Penalty: 3673.080078
	Iteration 38Q: 3 clusters Score -8317776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 80181 members 
Entering Unmasked Estep 
Score: -8317773.500000 Penalty: 3673.080078
	Iteration 39Q: 3 clusters Score -8317774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 80187 members 
Entering Unmasked Estep 
Score: -8317774.500000 Penalty: 3673.080078
	Iteration 40F: 3 clusters Score -8317774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 80196 members 
Entering Unmasked Estep 
Score: -8317769.500000 Penalty: 3673.080078
	Iteration 41Q: 3 clusters Score -8317770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 80203 members 
Entering Unmasked Estep 
Score: -8317773.000000 Penalty: 3673.080078
	Iteration 42Q: 3 clusters Score -8317773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 80209 members 
Entering Unmasked Estep 
Score: -8317780.500000 Penalty: 3673.080078
	Iteration 43Q: 3 clusters Score -8317780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 80212 members 
Entering Unmasked Estep 
Score: -8317774.500000 Penalty: 3673.080078
	Iteration 44Q: 3 clusters Score -8317774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 80212 members 
Entering Unmasked Estep 
Score: -8317774.500000 Penalty: 3673.080078
	Iteration 45F: 3 clusters Score -8317774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -443943.875000 Penalty: 1359.761719
	Iteration 0F: 2 clusters Score -443943.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -440405.781250 Penalty: 2719.523438
	Iteration 0F: 3 clusters Score -440405.8 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -441325.281250 Penalty: 2719.523438
	Iteration 1F: 3 clusters Score -441325.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -441507.781250 Penalty: 2719.523438
	Iteration 2F: 3 clusters Score -441507.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -441637.281250 Penalty: 2719.523438
	Iteration 3F: 3 clusters Score -441637.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -441757.218750 Penalty: 2719.523438
	Iteration 4Q: 3 clusters Score -441757.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -441911.437500 Penalty: 2719.523438
	Iteration 5Q: 3 clusters Score -441911.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -442078.625000 Penalty: 2719.523438
	Iteration 6Q: 3 clusters Score -442078.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -442243.843750 Penalty: 2719.523438
	Iteration 7F: 3 clusters Score -442243.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -442397.218750 Penalty: 2719.523438
	Iteration 8Q: 3 clusters Score -442397.2 nChanged 194
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: -442532.593750 Penalty: 2719.523438
	Iteration 9Q: 3 clusters Score -442532.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -442659.781250 Penalty: 2719.523438
	Iteration 10Q: 3 clusters Score -442659.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -442767.406250 Penalty: 2719.523438
	Iteration 11Q: 3 clusters Score -442767.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -442855.562500 Penalty: 2719.523438
	Iteration 12Q: 3 clusters Score -442855.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -442940.531250 Penalty: 2719.523438
	Iteration 13Q: 3 clusters Score -442940.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -443000.687500 Penalty: 2719.523438
	Iteration 14Q: 3 clusters Score -443000.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -443052.000000 Penalty: 2719.523438
	Iteration 15Q: 3 clusters Score -443052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -443094.250000 Penalty: 2719.523438
	Iteration 16Q: 3 clusters Score -443094.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -443113.625000 Penalty: 2719.523438
	Iteration 17Q: 3 clusters Score -443113.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -443125.843750 Penalty: 2719.523438
	Iteration 18Q: 3 clusters Score -443125.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -443139.093750 Penalty: 2719.523438
	Iteration 19Q: 3 clusters Score -443139.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -443149.718750 Penalty: 2719.523438
	Iteration 20F: 3 clusters Score -443149.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -443152.218750 Penalty: 2719.523438
	Iteration 21Q: 3 clusters Score -443152.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -443155.062500 Penalty: 2719.523438
	Iteration 22Q: 3 clusters Score -443155.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -443156.031250 Penalty: 2719.523438
	Iteration 23Q: 3 clusters Score -443156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -443156.781250 Penalty: 2719.523438
	Iteration 24Q: 3 clusters Score -443156.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -443157.593750 Penalty: 2719.523438
	Iteration 25Q: 3 clusters Score -443157.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -443158.656250 Penalty: 2719.523438
	Iteration 26Q: 3 clusters Score -443158.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -443160.500000 Penalty: 2719.523438
	Iteration 27Q: 3 clusters Score -443160.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -443161.375000 Penalty: 2719.523438
	Iteration 28Q: 3 clusters Score -443161.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -443162.468750 Penalty: 2719.523438
	Iteration 29Q: 3 clusters Score -443162.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -443163.625000 Penalty: 2719.523438
	Iteration 30Q: 3 clusters Score -443163.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -443163.500000 Penalty: 2719.523438
	Iteration 31Q: 3 clusters Score -443163.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -443165.375000 Penalty: 2719.523438
	Iteration 32Q: 3 clusters Score -443165.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -443165.468750 Penalty: 2719.523438
	Iteration 33Q: 3 clusters Score -443165.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -443165.625000 Penalty: 2719.523438
	Iteration 34Q: 3 clusters Score -443165.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -443165.625000 Penalty: 2719.523438
	Iteration 35F: 3 clusters Score -443165.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (150533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150533 members 
Entering Unmasked Estep 
Score: -15164002.000000 Penalty: 1937.314941
	Iteration 0F: 2 clusters Score -1.5164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75378 members 
Mstep: Class 2 contains 75155 members 
Entering Unmasked Estep 
Score: -15063492.000000 Penalty: 3874.629883
	Iteration 0F: 3 clusters Score -1.506349e+07 nChanged 72753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75735 members 
Mstep: Class 2 contains 74798 members 
Entering Unmasked Estep 
Score: -15107813.000000 Penalty: 3874.629883
	Iteration 1F: 3 clusters Score -1.510781e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 74929 members 
Entering Unmasked Estep 
Score: -15109675.000000 Penalty: 3874.629883
	Iteration 2Q: 3 clusters Score -1.510968e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75458 members 
Mstep: Class 2 contains 75075 members 
Entering Unmasked Estep 
Score: -15112258.000000 Penalty: 3874.629883
	Iteration 3Q: 3 clusters Score -1.511226e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75342 members 
Mstep: Class 2 contains 75191 members 
Entering Unmasked Estep 
Score: -15115687.000000 Penalty: 3874.629883
	Iteration 4Q: 3 clusters Score -1.511569e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75046 members 
Mstep: Class 2 contains 75487 members 
Entering Unmasked Estep 
Score: -15120350.000000 Penalty: 3874.629883
	Iteration 5F: 3 clusters Score -1.512035e+07 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74748 members 
Mstep: Class 2 contains 75785 members 
Entering Unmasked Estep 
Score: -15126253.000000 Penalty: 3874.629883
	Iteration 6F: 3 clusters Score -1.512625e+07 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74366 members 
Mstep: Class 2 contains 76167 members 
Entering Unmasked Estep 
Score: -15132651.000000 Penalty: 3874.629883
	Iteration 7F: 3 clusters Score -1.513265e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73769 members 
Mstep: Class 2 contains 76764 members 
Entering Unmasked Estep 
Score: -15137862.000000 Penalty: 3874.629883
	Iteration 8F: 3 clusters Score -1.513786e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73119 members 
Mstep: Class 2 contains 77414 members 
Entering Unmasked Estep 
Score: -15140686.000000 Penalty: 3874.629883
	Iteration 9Q: 3 clusters Score -1.514069e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72397 members 
Mstep: Class 2 contains 78136 members 
Entering Unmasked Estep 
Score: -15141913.000000 Penalty: 3874.629883
	Iteration 10Q: 3 clusters Score -1.514191e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71526 members 
Mstep: Class 2 contains 79007 members 
Entering Unmasked Estep 
Score: -15142811.000000 Penalty: 3874.629883
	Iteration 11Q: 3 clusters Score -1.514281e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70577 members 
Mstep: Class 2 contains 79956 members 
Entering Unmasked Estep 
Score: -15143645.000000 Penalty: 3874.629883
	Iteration 12Q: 3 clusters Score -1.514364e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69589 members 
Mstep: Class 2 contains 80944 members 
Entering Unmasked Estep 
Score: -15144531.000000 Penalty: 3874.629883
	Iteration 13Q: 3 clusters Score -1.514453e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68623 members 
Mstep: Class 2 contains 81910 members 
Entering Unmasked Estep 
Score: -15145387.000000 Penalty: 3874.629883
	Iteration 14Q: 3 clusters Score -1.514539e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67697 members 
Mstep: Class 2 contains 82836 members 
Entering Unmasked Estep 
Score: -15146287.000000 Penalty: 3874.629883
	Iteration 15Q: 3 clusters Score -1.514629e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66852 members 
Mstep: Class 2 contains 83681 members 
Entering Unmasked Estep 
Score: -15147453.000000 Penalty: 3874.629883
	Iteration 16Q: 3 clusters Score -1.514745e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66025 members 
Mstep: Class 2 contains 84508 members 
Entering Unmasked Estep 
Score: -15148780.000000 Penalty: 3874.629883
	Iteration 17Q: 3 clusters Score -1.514878e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65433 members 
Mstep: Class 2 contains 85100 members 
Entering Unmasked Estep 
Score: -15150127.000000 Penalty: 3874.629883
	Iteration 18Q: 3 clusters Score -1.515013e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65147 members 
Mstep: Class 2 contains 85386 members 
Entering Unmasked Estep 
Score: -15151637.000000 Penalty: 3874.629883
	Iteration 19Q: 3 clusters Score -1.515164e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 85196 members 
Entering Unmasked Estep 
Score: -15152892.000000 Penalty: 3874.629883
	Iteration 20F: 3 clusters Score -1.515289e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65836 members 
Mstep: Class 2 contains 84697 members 
Entering Unmasked Estep 
Score: -15154141.000000 Penalty: 3874.629883
	Iteration 21Q: 3 clusters Score -1.515414e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66500 members 
Mstep: Class 2 contains 84033 members 
Entering Unmasked Estep 
Score: -15154989.000000 Penalty: 3874.629883
	Iteration 22Q: 3 clusters Score -1.515499e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67407 members 
Mstep: Class 2 contains 83126 members 
Entering Unmasked Estep 
Score: -15155928.000000 Penalty: 3874.629883
	Iteration 23Q: 3 clusters Score -1.515593e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68436 members 
Mstep: Class 2 contains 82097 members 
Entering Unmasked Estep 
Score: -15156489.000000 Penalty: 3874.629883
	Iteration 24Q: 3 clusters Score -1.515649e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69582 members 
Mstep: Class 2 contains 80951 members 
Entering Unmasked Estep 
Score: -15156929.000000 Penalty: 3874.629883
	Iteration 25Q: 3 clusters Score -1.515693e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70817 members 
Mstep: Class 2 contains 79716 members 
Entering Unmasked Estep 
Score: -15157416.000000 Penalty: 3874.629883
	Iteration 26Q: 3 clusters Score -1.515742e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72003 members 
Mstep: Class 2 contains 78530 members 
Entering Unmasked Estep 
Score: -15157747.000000 Penalty: 3874.629883
	Iteration 27Q: 3 clusters Score -1.515775e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 77370 members 
Entering Unmasked Estep 
Score: -15158010.000000 Penalty: 3874.629883
	Iteration 28Q: 3 clusters Score -1.515801e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74238 members 
Mstep: Class 2 contains 76295 members 
Entering Unmasked Estep 
Score: -15158172.000000 Penalty: 3874.629883
	Iteration 29Q: 3 clusters Score -1.515817e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75180 members 
Mstep: Class 2 contains 75353 members 
Entering Unmasked Estep 
Score: -15158330.000000 Penalty: 3874.629883
	Iteration 30Q: 3 clusters Score -1.515833e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76112 members 
Mstep: Class 2 contains 74421 members 
Entering Unmasked Estep 
Score: -15158438.000000 Penalty: 3874.629883
	Iteration 31Q: 3 clusters Score -1.515844e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76993 members 
Mstep: Class 2 contains 73540 members 
Entering Unmasked Estep 
Score: -15158609.000000 Penalty: 3874.629883
	Iteration 32Q: 3 clusters Score -1.515861e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77833 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -15158703.000000 Penalty: 3874.629883
	Iteration 33Q: 3 clusters Score -1.51587e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78605 members 
Mstep: Class 2 contains 71928 members 
Entering Unmasked Estep 
Score: -15158806.000000 Penalty: 3874.629883
	Iteration 34Q: 3 clusters Score -1.515881e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79375 members 
Mstep: Class 2 contains 71158 members 
Entering Unmasked Estep 
Score: -15158947.000000 Penalty: 3874.629883
	Iteration 35Q: 3 clusters Score -1.515895e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 70443 members 
Entering Unmasked Estep 
Score: -15159053.000000 Penalty: 3874.629883
	Iteration 36Q: 3 clusters Score -1.515905e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -15159056.000000 Penalty: 3874.629883
	Iteration 37Q: 3 clusters Score -1.515906e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81341 members 
Mstep: Class 2 contains 69192 members 
Entering Unmasked Estep 
Score: -15159149.000000 Penalty: 3874.629883
	Iteration 38Q: 3 clusters Score -1.515915e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81914 members 
Mstep: Class 2 contains 68619 members 
Entering Unmasked Estep 
Score: -15159213.000000 Penalty: 3874.629883
	Iteration 39Q: 3 clusters Score -1.515921e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82442 members 
Mstep: Class 2 contains 68091 members 
Entering Unmasked Estep 
Score: -15159192.000000 Penalty: 3874.629883
	Iteration 40F: 3 clusters Score -1.515919e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82908 members 
Mstep: Class 2 contains 67625 members 
Entering Unmasked Estep 
Score: -15159188.000000 Penalty: 3874.629883
	Iteration 41Q: 3 clusters Score -1.515919e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83336 members 
Mstep: Class 2 contains 67197 members 
Entering Unmasked Estep 
Score: -15159210.000000 Penalty: 3874.629883
	Iteration 42Q: 3 clusters Score -1.515921e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83725 members 
Mstep: Class 2 contains 66808 members 
Entering Unmasked Estep 
Score: -15159273.000000 Penalty: 3874.629883
	Iteration 43Q: 3 clusters Score -1.515927e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Mstep: Class 2 contains 66427 members 
Entering Unmasked Estep 
Score: -15159306.000000 Penalty: 3874.629883
	Iteration 44Q: 3 clusters Score -1.515931e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84460 members 
Mstep: Class 2 contains 66073 members 
Entering Unmasked Estep 
Score: -15159276.000000 Penalty: 3874.629883
	Iteration 45Q: 3 clusters Score -1.515928e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84811 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -15159325.000000 Penalty: 3874.629883
	Iteration 46Q: 3 clusters Score -1.515932e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85129 members 
Mstep: Class 2 contains 65404 members 
Entering Unmasked Estep 
Score: -15159369.000000 Penalty: 3874.629883
	Iteration 47Q: 3 clusters Score -1.515937e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85414 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
Score: -15159336.000000 Penalty: 3874.629883
	Iteration 48Q: 3 clusters Score -1.515934e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85658 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -15159330.000000 Penalty: 3874.629883
	Iteration 49Q: 3 clusters Score -1.515933e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85878 members 
Mstep: Class 2 contains 64655 members 
Entering Unmasked Estep 
Score: -15159366.000000 Penalty: 3874.629883
	Iteration 50Q: 3 clusters Score -1.515937e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86088 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -15159344.000000 Penalty: 3874.629883
	Iteration 51Q: 3 clusters Score -1.515934e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86254 members 
Mstep: Class 2 contains 64279 members 
Entering Unmasked Estep 
Score: -15159368.000000 Penalty: 3874.629883
	Iteration 52Q: 3 clusters Score -1.515937e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86429 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -15159364.000000 Penalty: 3874.629883
	Iteration 53Q: 3 clusters Score -1.515936e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86609 members 
Mstep: Class 2 contains 63924 members 
Entering Unmasked Estep 
Score: -15159354.000000 Penalty: 3874.629883
	Iteration 54Q: 3 clusters Score -1.515935e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86769 members 
Mstep: Class 2 contains 63764 members 
Entering Unmasked Estep 
Score: -15159351.000000 Penalty: 3874.629883
	Iteration 55Q: 3 clusters Score -1.515935e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86900 members 
Mstep: Class 2 contains 63633 members 
Entering Unmasked Estep 
Score: -15159354.000000 Penalty: 3874.629883
	Iteration 56Q: 3 clusters Score -1.515935e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87011 members 
Mstep: Class 2 contains 63522 members 
Entering Unmasked Estep 
Score: -15159364.000000 Penalty: 3874.629883
	Iteration 57Q: 3 clusters Score -1.515936e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87122 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -15159373.000000 Penalty: 3874.629883
	Iteration 58Q: 3 clusters Score -1.515937e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87222 members 
Mstep: Class 2 contains 63311 members 
Entering Unmasked Estep 
Score: -15159365.000000 Penalty: 3874.629883
	Iteration 59Q: 3 clusters Score -1.515936e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87313 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -15159377.000000 Penalty: 3874.629883
	Iteration 60F: 3 clusters Score -1.515938e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87406 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
Score: -15159386.000000 Penalty: 3874.629883
	Iteration 61Q: 3 clusters Score -1.515939e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87486 members 
Mstep: Class 2 contains 63047 members 
Entering Unmasked Estep 
Score: -15159374.000000 Penalty: 3874.629883
	Iteration 62Q: 3 clusters Score -1.515937e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87556 members 
Mstep: Class 2 contains 62977 members 
Entering Unmasked Estep 
Score: -15159376.000000 Penalty: 3874.629883
	Iteration 63Q: 3 clusters Score -1.515938e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87610 members 
Mstep: Class 2 contains 62923 members 
Entering Unmasked Estep 
Score: -15159372.000000 Penalty: 3874.629883
	Iteration 64Q: 3 clusters Score -1.515937e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87648 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -15159361.000000 Penalty: 3874.629883
	Iteration 65Q: 3 clusters Score -1.515936e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87694 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -15159364.000000 Penalty: 3874.629883
	Iteration 66Q: 3 clusters Score -1.515936e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87742 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -15159373.000000 Penalty: 3874.629883
	Iteration 67Q: 3 clusters Score -1.515937e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87785 members 
Mstep: Class 2 contains 62748 members 
Entering Unmasked Estep 
Score: -15159374.000000 Penalty: 3874.629883
	Iteration 68Q: 3 clusters Score -1.515937e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87828 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -15159380.000000 Penalty: 3874.629883
	Iteration 69Q: 3 clusters Score -1.515938e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87882 members 
Mstep: Class 2 contains 62651 members 
Entering Unmasked Estep 
Score: -15159383.000000 Penalty: 3874.629883
	Iteration 70Q: 3 clusters Score -1.515938e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87931 members 
Mstep: Class 2 contains 62602 members 
Entering Unmasked Estep 
Score: -15159369.000000 Penalty: 3874.629883
	Iteration 71Q: 3 clusters Score -1.515937e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87964 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
Score: -15159375.000000 Penalty: 3874.629883
	Iteration 72Q: 3 clusters Score -1.515938e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88002 members 
Mstep: Class 2 contains 62531 members 
Entering Unmasked Estep 
Score: -15159386.000000 Penalty: 3874.629883
	Iteration 73Q: 3 clusters Score -1.515939e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88032 members 
Mstep: Class 2 contains 62501 members 
Entering Unmasked Estep 
Score: -15159390.000000 Penalty: 3874.629883
	Iteration 74Q: 3 clusters Score -1.515939e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88061 members 
Mstep: Class 2 contains 62472 members 
Entering Unmasked Estep 
Score: -15159396.000000 Penalty: 3874.629883
	Iteration 75Q: 3 clusters Score -1.51594e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88082 members 
Mstep: Class 2 contains 62451 members 
Entering Unmasked Estep 
Score: -15159385.000000 Penalty: 3874.629883
	Iteration 76Q: 3 clusters Score -1.515938e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88105 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -15159388.000000 Penalty: 3874.629883
	Iteration 77Q: 3 clusters Score -1.515939e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88130 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -15159384.000000 Penalty: 3874.629883
	Iteration 78Q: 3 clusters Score -1.515938e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88156 members 
Mstep: Class 2 contains 62377 members 
Entering Unmasked Estep 
Score: -15159388.000000 Penalty: 3874.629883
	Iteration 79Q: 3 clusters Score -1.515939e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88174 members 
Mstep: Class 2 contains 62359 members 
Entering Unmasked Estep 
Score: -15159391.000000 Penalty: 3874.629883
	Iteration 80F: 3 clusters Score -1.515939e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88195 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -15159383.000000 Penalty: 3874.629883
	Iteration 81Q: 3 clusters Score -1.515938e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88218 members 
Mstep: Class 2 contains 62315 members 
Entering Unmasked Estep 
Score: -15159388.000000 Penalty: 3874.629883
	Iteration 82Q: 3 clusters Score -1.515939e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88239 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -15159386.000000 Penalty: 3874.629883
	Iteration 83Q: 3 clusters Score -1.515939e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88256 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -15159393.000000 Penalty: 3874.629883
	Iteration 84Q: 3 clusters Score -1.515939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88268 members 
Mstep: Class 2 contains 62265 members 
Entering Unmasked Estep 
Score: -15159393.000000 Penalty: 3874.629883
	Iteration 85Q: 3 clusters Score -1.515939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88275 members 
Mstep: Class 2 contains 62258 members 
Entering Unmasked Estep 
Score: -15159390.000000 Penalty: 3874.629883
	Iteration 86Q: 3 clusters Score -1.515939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -15159392.000000 Penalty: 3874.629883
	Iteration 87Q: 3 clusters Score -1.515939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88293 members 
Mstep: Class 2 contains 62240 members 
Entering Unmasked Estep 
Score: -15159389.000000 Penalty: 3874.629883
	Iteration 88Q: 3 clusters Score -1.515939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88300 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -15159382.000000 Penalty: 3874.629883
	Iteration 89Q: 3 clusters Score -1.515938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88307 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -15159390.000000 Penalty: 3874.629883
	Iteration 90Q: 3 clusters Score -1.515939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88313 members 
Mstep: Class 2 contains 62220 members 
Entering Unmasked Estep 
Score: -15159388.000000 Penalty: 3874.629883
	Iteration 91Q: 3 clusters Score -1.515939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 62217 members 
Entering Unmasked Estep 
Score: -15159387.000000 Penalty: 3874.629883
	Iteration 92Q: 3 clusters Score -1.515939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88320 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
Score: -15159383.000000 Penalty: 3874.629883
	Iteration 93Q: 3 clusters Score -1.515938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88324 members 
Mstep: Class 2 contains 62209 members 
Entering Unmasked Estep 
Score: -15159375.000000 Penalty: 3874.629883
	Iteration 94Q: 3 clusters Score -1.515938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88327 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -15159379.000000 Penalty: 3874.629883
	Iteration 95Q: 3 clusters Score -1.515938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88328 members 
Mstep: Class 2 contains 62205 members 
Entering Unmasked Estep 
Score: -15159376.000000 Penalty: 3874.629883
	Iteration 96Q: 3 clusters Score -1.515938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88328 members 
Mstep: Class 2 contains 62205 members 
Entering Unmasked Estep 
Score: -15159376.000000 Penalty: 3874.629883
	Iteration 97F: 3 clusters Score -1.515938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (171270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171270 members 
Entering Unmasked Estep 
Score: -17575930.000000 Penalty: 1958.286987
	Iteration 0F: 2 clusters Score -1.757593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85730 members 
Mstep: Class 2 contains 85540 members 
Entering Unmasked Estep 
Score: -17468492.000000 Penalty: 3916.573975
	Iteration 0F: 3 clusters Score -1.746849e+07 nChanged 83064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91084 members 
Mstep: Class 2 contains 80186 members 
Entering Unmasked Estep 
Score: -17518520.000000 Penalty: 3916.573975
	Iteration 1F: 3 clusters Score -1.751852e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94756 members 
Mstep: Class 2 contains 76514 members 
Entering Unmasked Estep 
Score: -17520880.000000 Penalty: 3916.573975
	Iteration 2Q: 3 clusters Score -1.752088e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100298 members 
Mstep: Class 2 contains 70972 members 
Entering Unmasked Estep 
Score: -17524624.000000 Penalty: 3916.573975
	Iteration 3F: 3 clusters Score -1.752462e+07 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107609 members 
Mstep: Class 2 contains 63661 members 
Entering Unmasked Estep 
Score: -17530124.000000 Penalty: 3916.573975
	Iteration 4F: 3 clusters Score -1.753012e+07 nChanged 11930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116525 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -17537858.000000 Penalty: 3916.573975
	Iteration 5F: 3 clusters Score -1.753786e+07 nChanged 12361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126414 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -17547064.000000 Penalty: 3916.573975
	Iteration 6F: 3 clusters Score -1.754706e+07 nChanged 11340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135962 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -17556686.000000 Penalty: 3916.573975
	Iteration 7F: 3 clusters Score -1.755669e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143945 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -17564978.000000 Penalty: 3916.573975
	Iteration 8F: 3 clusters Score -1.756498e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150034 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -17569958.000000 Penalty: 3916.573975
	Iteration 9Q: 3 clusters Score -1.756996e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154937 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -17572366.000000 Penalty: 3916.573975
	Iteration 10Q: 3 clusters Score -1.757237e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158926 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -17573598.000000 Penalty: 3916.573975
	Iteration 11Q: 3 clusters Score -1.75736e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162041 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -17574518.000000 Penalty: 3916.573975
	Iteration 12Q: 3 clusters Score -1.757452e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164483 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -17575144.000000 Penalty: 3916.573975
	Iteration 13Q: 3 clusters Score -1.757514e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166254 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -17575414.000000 Penalty: 3916.573975
	Iteration 14Q: 3 clusters Score -1.757541e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167448 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -17575604.000000 Penalty: 3916.573975
	Iteration 15Q: 3 clusters Score -1.75756e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168229 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -17575648.000000 Penalty: 3916.573975
	Iteration 16Q: 3 clusters Score -1.757565e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168730 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -17575686.000000 Penalty: 3916.573975
	Iteration 17Q: 3 clusters Score -1.757569e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169060 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -17575650.000000 Penalty: 3916.573975
	Iteration 18Q: 3 clusters Score -1.757565e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169277 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -17575572.000000 Penalty: 3916.573975
	Iteration 19Q: 3 clusters Score -1.757557e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169460 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -17575562.000000 Penalty: 3916.573975
	Iteration 20F: 3 clusters Score -1.757556e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169582 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -17575524.000000 Penalty: 3916.573975
	Iteration 21Q: 3 clusters Score -1.757552e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169678 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -17575526.000000 Penalty: 3916.573975
	Iteration 22Q: 3 clusters Score -1.757553e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169740 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -17575488.000000 Penalty: 3916.573975
	Iteration 23Q: 3 clusters Score -1.757549e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169785 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -17575464.000000 Penalty: 3916.573975
	Iteration 24Q: 3 clusters Score -1.757546e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169812 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -17575444.000000 Penalty: 3916.573975
	Iteration 25Q: 3 clusters Score -1.757544e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169838 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -17575450.000000 Penalty: 3916.573975
	Iteration 26Q: 3 clusters Score -1.757545e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169862 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -17575416.000000 Penalty: 3916.573975
	Iteration 27Q: 3 clusters Score -1.757542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169879 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -17575426.000000 Penalty: 3916.573975
	Iteration 28Q: 3 clusters Score -1.757543e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169892 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -17575414.000000 Penalty: 3916.573975
	Iteration 29Q: 3 clusters Score -1.757541e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169903 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -17575424.000000 Penalty: 3916.573975
	Iteration 30Q: 3 clusters Score -1.757542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169912 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -17575418.000000 Penalty: 3916.573975
	Iteration 31Q: 3 clusters Score -1.757542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169925 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -17575382.000000 Penalty: 3916.573975
	Iteration 32Q: 3 clusters Score -1.757538e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169941 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -17575392.000000 Penalty: 3916.573975
	Iteration 33Q: 3 clusters Score -1.757539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169953 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -17575396.000000 Penalty: 3916.573975
	Iteration 34Q: 3 clusters Score -1.75754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169965 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -17575394.000000 Penalty: 3916.573975
	Iteration 35Q: 3 clusters Score -1.757539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169970 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -17575390.000000 Penalty: 3916.573975
	Iteration 36Q: 3 clusters Score -1.757539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169979 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -17575390.000000 Penalty: 3916.573975
	Iteration 37Q: 3 clusters Score -1.757539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169984 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -17575376.000000 Penalty: 3916.573975
	Iteration 38Q: 3 clusters Score -1.757538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169987 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -17575372.000000 Penalty: 3916.573975
	Iteration 39Q: 3 clusters Score -1.757537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169994 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -17575376.000000 Penalty: 3916.573975
	Iteration 40F: 3 clusters Score -1.757538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169997 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -17575376.000000 Penalty: 3916.573975
	Iteration 41Q: 3 clusters Score -1.757538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169999 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -17575378.000000 Penalty: 3916.573975
	Iteration 42Q: 3 clusters Score -1.757538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170000 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -17575384.000000 Penalty: 3916.573975
	Iteration 43Q: 3 clusters Score -1.757538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170002 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -17575380.000000 Penalty: 3916.573975
	Iteration 44Q: 3 clusters Score -1.757538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170004 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -17575384.000000 Penalty: 3916.573975
	Iteration 45Q: 3 clusters Score -1.757538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170006 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -17575394.000000 Penalty: 3916.573975
	Iteration 46Q: 3 clusters Score -1.757539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170006 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -17575394.000000 Penalty: 3916.573975
	Iteration 47F: 3 clusters Score -1.757539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Entering Unmasked Estep 
Score: -1526731.250000 Penalty: 1560.222412
	Iteration 0F: 2 clusters Score -1526731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1516528.000000 Penalty: 3120.444824
	Iteration 0F: 3 clusters Score -1516528 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1519988.000000 Penalty: 3120.444824
	Iteration 1F: 3 clusters Score -1519988 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1520315.625000 Penalty: 3120.444824
	Iteration 2F: 3 clusters Score -1520316 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1520621.250000 Penalty: 3120.444824
	Iteration 3Q: 3 clusters Score -1520621 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1520936.750000 Penalty: 3120.444824
	Iteration 4Q: 3 clusters Score -1520937 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1521260.125000 Penalty: 3120.444824
	Iteration 5Q: 3 clusters Score -1521260 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1521600.750000 Penalty: 3120.444824
	Iteration 6Q: 3 clusters Score -1521601 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1521966.375000 Penalty: 3120.444824
	Iteration 7Q: 3 clusters Score -1521966 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1522397.000000 Penalty: 3120.444824
	Iteration 8F: 3 clusters Score -1522397 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1522951.875000 Penalty: 3120.444824
	Iteration 9F: 3 clusters Score -1522952 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1523579.750000 Penalty: 3120.444824
	Iteration 10F: 3 clusters Score -1523580 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1524108.250000 Penalty: 3120.444824
	Iteration 11F: 3 clusters Score -1524108 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1524412.625000 Penalty: 3120.444824
	Iteration 12Q: 3 clusters Score -1524413 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1524561.375000 Penalty: 3120.444824
	Iteration 13Q: 3 clusters Score -1524561 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1524649.250000 Penalty: 3120.444824
	Iteration 14Q: 3 clusters Score -1524649 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1524721.125000 Penalty: 3120.444824
	Iteration 15Q: 3 clusters Score -1524721 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1524788.625000 Penalty: 3120.444824
	Iteration 16Q: 3 clusters Score -1524789 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1524844.625000 Penalty: 3120.444824
	Iteration 17Q: 3 clusters Score -1524845 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1524899.500000 Penalty: 3120.444824
	Iteration 18Q: 3 clusters Score -1524900 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1524936.500000 Penalty: 3120.444824
	Iteration 19Q: 3 clusters Score -1524936 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1524974.500000 Penalty: 3120.444824
	Iteration 20F: 3 clusters Score -1524974 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1525017.250000 Penalty: 3120.444824
	Iteration 21Q: 3 clusters Score -1525017 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1525060.875000 Penalty: 3120.444824
	Iteration 22Q: 3 clusters Score -1525061 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1525112.625000 Penalty: 3120.444824
	Iteration 23Q: 3 clusters Score -1525113 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1525152.875000 Penalty: 3120.444824
	Iteration 24Q: 3 clusters Score -1525153 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1525187.625000 Penalty: 3120.444824
	Iteration 25Q: 3 clusters Score -1525188 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1525219.000000 Penalty: 3120.444824
	Iteration 26Q: 3 clusters Score -1525219 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1525254.750000 Penalty: 3120.444824
	Iteration 27Q: 3 clusters Score -1525255 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1525276.125000 Penalty: 3120.444824
	Iteration 28Q: 3 clusters Score -1525276 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1525298.750000 Penalty: 3120.444824
	Iteration 29Q: 3 clusters Score -1525299 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1525321.125000 Penalty: 3120.444824
	Iteration 30Q: 3 clusters Score -1525321 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1525336.750000 Penalty: 3120.444824
	Iteration 31Q: 3 clusters Score -1525337 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1525350.500000 Penalty: 3120.444824
	Iteration 32Q: 3 clusters Score -1525350 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1525371.875000 Penalty: 3120.444824
	Iteration 33Q: 3 clusters Score -1525372 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1525389.625000 Penalty: 3120.444824
	Iteration 34Q: 3 clusters Score -1525390 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1525407.125000 Penalty: 3120.444824
	Iteration 35Q: 3 clusters Score -1525407 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1525432.750000 Penalty: 3120.444824
	Iteration 36Q: 3 clusters Score -1525433 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1525449.250000 Penalty: 3120.444824
	Iteration 37Q: 3 clusters Score -1525449 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1525464.625000 Penalty: 3120.444824
	Iteration 38Q: 3 clusters Score -1525465 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1525484.375000 Penalty: 3120.444824
	Iteration 39Q: 3 clusters Score -1525484 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1525506.875000 Penalty: 3120.444824
	Iteration 40F: 3 clusters Score -1525507 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1525518.750000 Penalty: 3120.444824
	Iteration 41Q: 3 clusters Score -1525519 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1525536.875000 Penalty: 3120.444824
	Iteration 42Q: 3 clusters Score -1525537 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1525557.250000 Penalty: 3120.444824
	Iteration 43Q: 3 clusters Score -1525557 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1525576.375000 Penalty: 3120.444824
	Iteration 44Q: 3 clusters Score -1525576 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1525593.750000 Penalty: 3120.444824
	Iteration 45Q: 3 clusters Score -1525594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1525601.000000 Penalty: 3120.444824
	Iteration 46Q: 3 clusters Score -1525601 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1525611.750000 Penalty: 3120.444824
	Iteration 47Q: 3 clusters Score -1525612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1525623.500000 Penalty: 3120.444824
	Iteration 48Q: 3 clusters Score -1525624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1525628.875000 Penalty: 3120.444824
	Iteration 49Q: 3 clusters Score -1525629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1525636.000000 Penalty: 3120.444824
	Iteration 50Q: 3 clusters Score -1525636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1525638.500000 Penalty: 3120.444824
	Iteration 51Q: 3 clusters Score -1525638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1525639.000000 Penalty: 3120.444824
	Iteration 52Q: 3 clusters Score -1525639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1525641.750000 Penalty: 3120.444824
	Iteration 53Q: 3 clusters Score -1525642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1525642.500000 Penalty: 3120.444824
	Iteration 54Q: 3 clusters Score -1525642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1525643.875000 Penalty: 3120.444824
	Iteration 55Q: 3 clusters Score -1525644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1525643.875000 Penalty: 3120.444824
	Iteration 56Q: 3 clusters Score -1525644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1525645.750000 Penalty: 3120.444824
	Iteration 57Q: 3 clusters Score -1525646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1525649.375000 Penalty: 3120.444824
	Iteration 58Q: 3 clusters Score -1525649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1525645.875000 Penalty: 3120.444824
	Iteration 59Q: 3 clusters Score -1525646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1525643.625000 Penalty: 3120.444824
	Iteration 60F: 3 clusters Score -1525644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1525647.750000 Penalty: 3120.444824
	Iteration 61Q: 3 clusters Score -1525648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1525649.000000 Penalty: 3120.444824
	Iteration 62Q: 3 clusters Score -1525649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1525650.750000 Penalty: 3120.444824
	Iteration 63Q: 3 clusters Score -1525651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1525652.375000 Penalty: 3120.444824
	Iteration 64Q: 3 clusters Score -1525652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1525650.750000 Penalty: 3120.444824
	Iteration 65Q: 3 clusters Score -1525651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1525650.375000 Penalty: 3120.444824
	Iteration 66Q: 3 clusters Score -1525650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1525653.750000 Penalty: 3120.444824
	Iteration 67Q: 3 clusters Score -1525654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1525657.125000 Penalty: 3120.444824
	Iteration 68Q: 3 clusters Score -1525657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1525659.250000 Penalty: 3120.444824
	Iteration 69Q: 3 clusters Score -1525659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1525661.500000 Penalty: 3120.444824
	Iteration 70Q: 3 clusters Score -1525662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1525664.750000 Penalty: 3120.444824
	Iteration 71Q: 3 clusters Score -1525665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1525664.000000 Penalty: 3120.444824
	Iteration 72Q: 3 clusters Score -1525664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1525666.250000 Penalty: 3120.444824
	Iteration 73Q: 3 clusters Score -1525666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1525667.500000 Penalty: 3120.444824
	Iteration 74Q: 3 clusters Score -1525668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1525667.625000 Penalty: 3120.444824
	Iteration 75Q: 3 clusters Score -1525668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1525668.500000 Penalty: 3120.444824
	Iteration 76Q: 3 clusters Score -1525668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1525670.375000 Penalty: 3120.444824
	Iteration 77Q: 3 clusters Score -1525670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1525670.125000 Penalty: 3120.444824
	Iteration 78Q: 3 clusters Score -1525670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1525672.250000 Penalty: 3120.444824
	Iteration 79Q: 3 clusters Score -1525672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1525675.625000 Penalty: 3120.444824
	Iteration 80F: 3 clusters Score -1525676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1525677.250000 Penalty: 3120.444824
	Iteration 81Q: 3 clusters Score -1525677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1525681.625000 Penalty: 3120.444824
	Iteration 82Q: 3 clusters Score -1525682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1525681.750000 Penalty: 3120.444824
	Iteration 83Q: 3 clusters Score -1525682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1525684.250000 Penalty: 3120.444824
	Iteration 84Q: 3 clusters Score -1525684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1525684.500000 Penalty: 3120.444824
	Iteration 85Q: 3 clusters Score -1525684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1525689.375000 Penalty: 3120.444824
	Iteration 86Q: 3 clusters Score -1525689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1525692.375000 Penalty: 3120.444824
	Iteration 87Q: 3 clusters Score -1525692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1525696.875000 Penalty: 3120.444824
	Iteration 88Q: 3 clusters Score -1525697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1525700.000000 Penalty: 3120.444824
	Iteration 89Q: 3 clusters Score -1525700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1525699.500000 Penalty: 3120.444824
	Iteration 90Q: 3 clusters Score -1525700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1525700.250000 Penalty: 3120.444824
	Iteration 91Q: 3 clusters Score -1525700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1525701.250000 Penalty: 3120.444824
	Iteration 92Q: 3 clusters Score -1525701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1525702.750000 Penalty: 3120.444824
	Iteration 93Q: 3 clusters Score -1525703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1525702.375000 Penalty: 3120.444824
	Iteration 94Q: 3 clusters Score -1525702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1525702.375000 Penalty: 3120.444824
	Iteration 95F: 3 clusters Score -1525702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160698 members 
Entering Unmasked Estep 
Score: -16187398.000000 Penalty: 1947.933350
	Iteration 0F: 2 clusters Score -1.61874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80440 members 
Mstep: Class 2 contains 80258 members 
Entering Unmasked Estep 
Score: -16081919.000000 Penalty: 3895.866699
	Iteration 0F: 3 clusters Score -1.608192e+07 nChanged 77497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81049 members 
Mstep: Class 2 contains 79649 members 
Entering Unmasked Estep 
Score: -16127277.000000 Penalty: 3895.866699
	Iteration 1F: 3 clusters Score -1.612728e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81450 members 
Mstep: Class 2 contains 79248 members 
Entering Unmasked Estep 
Score: -16128128.000000 Penalty: 3895.866699
	Iteration 2Q: 3 clusters Score -1.612813e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 78482 members 
Entering Unmasked Estep 
Score: -16129248.000000 Penalty: 3895.866699
	Iteration 3Q: 3 clusters Score -1.612925e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83537 members 
Mstep: Class 2 contains 77161 members 
Entering Unmasked Estep 
Score: -16130901.000000 Penalty: 3895.866699
	Iteration 4Q: 3 clusters Score -1.61309e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85886 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -16133514.000000 Penalty: 3895.866699
	Iteration 5Q: 3 clusters Score -1.613351e+07 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89896 members 
Mstep: Class 2 contains 70802 members 
Entering Unmasked Estep 
Score: -16138074.000000 Penalty: 3895.866699
	Iteration 6F: 3 clusters Score -1.613807e+07 nChanged 10933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95839 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -16147065.000000 Penalty: 3895.866699
	Iteration 7F: 3 clusters Score -1.614706e+07 nChanged 13118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102573 members 
Mstep: Class 2 contains 58125 members 
Entering Unmasked Estep 
Score: -16160217.000000 Penalty: 3895.866699
	Iteration 8F: 3 clusters Score -1.616022e+07 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107332 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -16170975.000000 Penalty: 3895.866699
	Iteration 9F: 3 clusters Score -1.617098e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110001 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -16175320.000000 Penalty: 3895.866699
	Iteration 10Q: 3 clusters Score -1.617532e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112146 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -16177359.000000 Penalty: 3895.866699
	Iteration 11Q: 3 clusters Score -1.617736e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114177 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -16178734.000000 Penalty: 3895.866699
	Iteration 12Q: 3 clusters Score -1.617873e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116006 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -16179846.000000 Penalty: 3895.866699
	Iteration 13Q: 3 clusters Score -1.617985e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117649 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -16180585.000000 Penalty: 3895.866699
	Iteration 14Q: 3 clusters Score -1.618058e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119139 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -16181114.000000 Penalty: 3895.866699
	Iteration 15Q: 3 clusters Score -1.618111e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120562 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -16181568.000000 Penalty: 3895.866699
	Iteration 16Q: 3 clusters Score -1.618157e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121958 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -16181993.000000 Penalty: 3895.866699
	Iteration 17Q: 3 clusters Score -1.618199e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123240 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -16182234.000000 Penalty: 3895.866699
	Iteration 18Q: 3 clusters Score -1.618223e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124442 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -16182611.000000 Penalty: 3895.866699
	Iteration 19Q: 3 clusters Score -1.618261e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125626 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -16183002.000000 Penalty: 3895.866699
	Iteration 20F: 3 clusters Score -1.6183e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126685 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -16183285.000000 Penalty: 3895.866699
	Iteration 21Q: 3 clusters Score -1.618328e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127682 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -16183559.000000 Penalty: 3895.866699
	Iteration 22Q: 3 clusters Score -1.618356e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128664 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -16183778.000000 Penalty: 3895.866699
	Iteration 23Q: 3 clusters Score -1.618378e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129555 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -16184041.000000 Penalty: 3895.866699
	Iteration 24Q: 3 clusters Score -1.618404e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130420 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -16184233.000000 Penalty: 3895.866699
	Iteration 25Q: 3 clusters Score -1.618423e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131240 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -16184387.000000 Penalty: 3895.866699
	Iteration 26Q: 3 clusters Score -1.618439e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132025 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -16184608.000000 Penalty: 3895.866699
	Iteration 27Q: 3 clusters Score -1.618461e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132759 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -16184825.000000 Penalty: 3895.866699
	Iteration 28Q: 3 clusters Score -1.618482e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133480 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -16185057.000000 Penalty: 3895.866699
	Iteration 29Q: 3 clusters Score -1.618506e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134130 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -16185173.000000 Penalty: 3895.866699
	Iteration 30Q: 3 clusters Score -1.618517e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134725 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -16185260.000000 Penalty: 3895.866699
	Iteration 31Q: 3 clusters Score -1.618526e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135287 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -16185407.000000 Penalty: 3895.866699
	Iteration 32Q: 3 clusters Score -1.618541e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135792 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -16185445.000000 Penalty: 3895.866699
	Iteration 33Q: 3 clusters Score -1.618544e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136313 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -16185517.000000 Penalty: 3895.866699
	Iteration 34Q: 3 clusters Score -1.618552e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136814 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -16185674.000000 Penalty: 3895.866699
	Iteration 35Q: 3 clusters Score -1.618567e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137258 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -16185729.000000 Penalty: 3895.866699
	Iteration 36Q: 3 clusters Score -1.618573e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137650 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -16185740.000000 Penalty: 3895.866699
	Iteration 37Q: 3 clusters Score -1.618574e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138040 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -16185847.000000 Penalty: 3895.866699
	Iteration 38Q: 3 clusters Score -1.618585e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138395 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -16185873.000000 Penalty: 3895.866699
	Iteration 39Q: 3 clusters Score -1.618587e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138750 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -16185978.000000 Penalty: 3895.866699
	Iteration 40F: 3 clusters Score -1.618598e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139096 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -16186001.000000 Penalty: 3895.866699
	Iteration 41Q: 3 clusters Score -1.6186e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139431 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -16186066.000000 Penalty: 3895.866699
	Iteration 42Q: 3 clusters Score -1.618607e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139782 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -16186163.000000 Penalty: 3895.866699
	Iteration 43Q: 3 clusters Score -1.618616e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140103 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -16186245.000000 Penalty: 3895.866699
	Iteration 44Q: 3 clusters Score -1.618624e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140377 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -16186328.000000 Penalty: 3895.866699
	Iteration 45Q: 3 clusters Score -1.618633e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140632 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -16186339.000000 Penalty: 3895.866699
	Iteration 46Q: 3 clusters Score -1.618634e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140887 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -16186364.000000 Penalty: 3895.866699
	Iteration 47Q: 3 clusters Score -1.618636e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141135 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -16186347.000000 Penalty: 3895.866699
	Iteration 48Q: 3 clusters Score -1.618635e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141349 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -16186388.000000 Penalty: 3895.866699
	Iteration 49Q: 3 clusters Score -1.618639e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141553 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -16186437.000000 Penalty: 3895.866699
	Iteration 50Q: 3 clusters Score -1.618644e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141746 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -16186481.000000 Penalty: 3895.866699
	Iteration 51Q: 3 clusters Score -1.618648e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141956 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -16186505.000000 Penalty: 3895.866699
	Iteration 52Q: 3 clusters Score -1.61865e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142148 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -16186540.000000 Penalty: 3895.866699
	Iteration 53Q: 3 clusters Score -1.618654e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142325 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -16186574.000000 Penalty: 3895.866699
	Iteration 54Q: 3 clusters Score -1.618657e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142510 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -16186574.000000 Penalty: 3895.866699
	Iteration 55Q: 3 clusters Score -1.618657e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142697 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -16186561.000000 Penalty: 3895.866699
	Iteration 56Q: 3 clusters Score -1.618656e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142879 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -16186597.000000 Penalty: 3895.866699
	Iteration 57Q: 3 clusters Score -1.61866e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143051 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -16186629.000000 Penalty: 3895.866699
	Iteration 58Q: 3 clusters Score -1.618663e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143233 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -16186646.000000 Penalty: 3895.866699
	Iteration 59Q: 3 clusters Score -1.618665e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143410 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -16186658.000000 Penalty: 3895.866699
	Iteration 60F: 3 clusters Score -1.618666e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143559 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -16186641.000000 Penalty: 3895.866699
	Iteration 61Q: 3 clusters Score -1.618664e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143672 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -16186642.000000 Penalty: 3895.866699
	Iteration 62Q: 3 clusters Score -1.618664e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143774 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -16186665.000000 Penalty: 3895.866699
	Iteration 63Q: 3 clusters Score -1.618666e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143886 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -16186671.000000 Penalty: 3895.866699
	Iteration 64Q: 3 clusters Score -1.618667e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144004 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -16186719.000000 Penalty: 3895.866699
	Iteration 65Q: 3 clusters Score -1.618672e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144122 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -16186739.000000 Penalty: 3895.866699
	Iteration 66Q: 3 clusters Score -1.618674e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144247 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -16186718.000000 Penalty: 3895.866699
	Iteration 67Q: 3 clusters Score -1.618672e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144380 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -16186749.000000 Penalty: 3895.866699
	Iteration 68Q: 3 clusters Score -1.618675e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144510 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -16186760.000000 Penalty: 3895.866699
	Iteration 69Q: 3 clusters Score -1.618676e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144641 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -16186801.000000 Penalty: 3895.866699
	Iteration 70Q: 3 clusters Score -1.61868e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144735 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -16186787.000000 Penalty: 3895.866699
	Iteration 71Q: 3 clusters Score -1.618679e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144835 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -16186813.000000 Penalty: 3895.866699
	Iteration 72Q: 3 clusters Score -1.618681e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144937 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -16186854.000000 Penalty: 3895.866699
	Iteration 73Q: 3 clusters Score -1.618685e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145032 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -16186838.000000 Penalty: 3895.866699
	Iteration 74Q: 3 clusters Score -1.618684e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145112 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -16186843.000000 Penalty: 3895.866699
	Iteration 75Q: 3 clusters Score -1.618684e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145208 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -16186813.000000 Penalty: 3895.866699
	Iteration 76Q: 3 clusters Score -1.618681e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145307 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -16186841.000000 Penalty: 3895.866699
	Iteration 77Q: 3 clusters Score -1.618684e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145429 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -16186849.000000 Penalty: 3895.866699
	Iteration 78Q: 3 clusters Score -1.618685e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145566 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -16186857.000000 Penalty: 3895.866699
	Iteration 79Q: 3 clusters Score -1.618686e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145682 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -16186836.000000 Penalty: 3895.866699
	Iteration 80F: 3 clusters Score -1.618684e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145796 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -16186879.000000 Penalty: 3895.866699
	Iteration 81Q: 3 clusters Score -1.618688e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145905 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -16186869.000000 Penalty: 3895.866699
	Iteration 82Q: 3 clusters Score -1.618687e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146005 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -16186884.000000 Penalty: 3895.866699
	Iteration 83Q: 3 clusters Score -1.618688e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146104 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -16186921.000000 Penalty: 3895.866699
	Iteration 84Q: 3 clusters Score -1.618692e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146200 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -16186907.000000 Penalty: 3895.866699
	Iteration 85Q: 3 clusters Score -1.618691e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146289 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -16186907.000000 Penalty: 3895.866699
	Iteration 86Q: 3 clusters Score -1.618691e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146390 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -16186899.000000 Penalty: 3895.866699
	Iteration 87Q: 3 clusters Score -1.61869e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146522 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -16186918.000000 Penalty: 3895.866699
	Iteration 88Q: 3 clusters Score -1.618692e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146645 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -16186891.000000 Penalty: 3895.866699
	Iteration 89Q: 3 clusters Score -1.618689e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146766 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -16186890.000000 Penalty: 3895.866699
	Iteration 90Q: 3 clusters Score -1.618689e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146914 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -16186926.000000 Penalty: 3895.866699
	Iteration 91Q: 3 clusters Score -1.618693e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147063 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -16186950.000000 Penalty: 3895.866699
	Iteration 92Q: 3 clusters Score -1.618695e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147207 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -16186986.000000 Penalty: 3895.866699
	Iteration 93Q: 3 clusters Score -1.618699e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147341 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -16187000.000000 Penalty: 3895.866699
	Iteration 94Q: 3 clusters Score -1.6187e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147489 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -16187013.000000 Penalty: 3895.866699
	Iteration 95Q: 3 clusters Score -1.618701e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147640 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -16186991.000000 Penalty: 3895.866699
	Iteration 96Q: 3 clusters Score -1.618699e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147800 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -16187041.000000 Penalty: 3895.866699
	Iteration 97Q: 3 clusters Score -1.618704e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147954 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -16187040.000000 Penalty: 3895.866699
	Iteration 98Q: 3 clusters Score -1.618704e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148105 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -16187056.000000 Penalty: 3895.866699
	Iteration 99Q: 3 clusters Score -1.618706e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148254 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -16187019.000000 Penalty: 3895.866699
	Iteration 100F: 3 clusters Score -1.618702e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148409 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -16187059.000000 Penalty: 3895.866699
	Iteration 101Q: 3 clusters Score -1.618706e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148551 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -16187110.000000 Penalty: 3895.866699
	Iteration 102Q: 3 clusters Score -1.618711e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148698 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -16187110.000000 Penalty: 3895.866699
	Iteration 103Q: 3 clusters Score -1.618711e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148838 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -16187095.000000 Penalty: 3895.866699
	Iteration 104Q: 3 clusters Score -1.61871e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148987 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -16187097.000000 Penalty: 3895.866699
	Iteration 105Q: 3 clusters Score -1.61871e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149111 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -16187082.000000 Penalty: 3895.866699
	Iteration 106Q: 3 clusters Score -1.618708e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149251 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -16187052.000000 Penalty: 3895.866699
	Iteration 107Q: 3 clusters Score -1.618705e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149399 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -16187084.000000 Penalty: 3895.866699
	Iteration 108Q: 3 clusters Score -1.618708e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149536 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -16187109.000000 Penalty: 3895.866699
	Iteration 109Q: 3 clusters Score -1.618711e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149653 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -16187148.000000 Penalty: 3895.866699
	Iteration 110Q: 3 clusters Score -1.618715e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149777 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -16187113.000000 Penalty: 3895.866699
	Iteration 111Q: 3 clusters Score -1.618711e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149893 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -16187125.000000 Penalty: 3895.866699
	Iteration 112Q: 3 clusters Score -1.618712e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150000 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -16187101.000000 Penalty: 3895.866699
	Iteration 113Q: 3 clusters Score -1.61871e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150111 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -16187091.000000 Penalty: 3895.866699
	Iteration 114Q: 3 clusters Score -1.618709e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150220 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -16187065.000000 Penalty: 3895.866699
	Iteration 115Q: 3 clusters Score -1.618706e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150325 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -16187067.000000 Penalty: 3895.866699
	Iteration 116Q: 3 clusters Score -1.618707e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150441 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -16187043.000000 Penalty: 3895.866699
	Iteration 117Q: 3 clusters Score -1.618704e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150566 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -16187050.000000 Penalty: 3895.866699
	Iteration 118Q: 3 clusters Score -1.618705e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150675 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -16187060.000000 Penalty: 3895.866699
	Iteration 119Q: 3 clusters Score -1.618706e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150779 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -16187038.000000 Penalty: 3895.866699
	Iteration 120F: 3 clusters Score -1.618704e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150888 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -16187024.000000 Penalty: 3895.866699
	Iteration 121Q: 3 clusters Score -1.618702e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151003 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -16187039.000000 Penalty: 3895.866699
	Iteration 122Q: 3 clusters Score -1.618704e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151127 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -16186991.000000 Penalty: 3895.866699
	Iteration 123Q: 3 clusters Score -1.618699e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151243 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -16186969.000000 Penalty: 3895.866699
	Iteration 124Q: 3 clusters Score -1.618697e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151354 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -16187017.000000 Penalty: 3895.866699
	Iteration 125Q: 3 clusters Score -1.618702e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151466 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -16187021.000000 Penalty: 3895.866699
	Iteration 126Q: 3 clusters Score -1.618702e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151591 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -16186994.000000 Penalty: 3895.866699
	Iteration 127Q: 3 clusters Score -1.618699e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151708 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -16186979.000000 Penalty: 3895.866699
	Iteration 128Q: 3 clusters Score -1.618698e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151824 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -16186968.000000 Penalty: 3895.866699
	Iteration 129Q: 3 clusters Score -1.618697e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151946 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -16186941.000000 Penalty: 3895.866699
	Iteration 130Q: 3 clusters Score -1.618694e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152063 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -16186907.000000 Penalty: 3895.866699
	Iteration 131Q: 3 clusters Score -1.618691e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152170 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -16186872.000000 Penalty: 3895.866699
	Iteration 132Q: 3 clusters Score -1.618687e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152259 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -16186872.000000 Penalty: 3895.866699
	Iteration 133Q: 3 clusters Score -1.618687e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152345 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -16186849.000000 Penalty: 3895.866699
	Iteration 134Q: 3 clusters Score -1.618685e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152434 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -16186862.000000 Penalty: 3895.866699
	Iteration 135Q: 3 clusters Score -1.618686e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152540 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -16186849.000000 Penalty: 3895.866699
	Iteration 136Q: 3 clusters Score -1.618685e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152644 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -16186811.000000 Penalty: 3895.866699
	Iteration 137Q: 3 clusters Score -1.618681e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152750 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -16186787.000000 Penalty: 3895.866699
	Iteration 138Q: 3 clusters Score -1.618679e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152854 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -16186800.000000 Penalty: 3895.866699
	Iteration 139Q: 3 clusters Score -1.61868e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152958 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -16186781.000000 Penalty: 3895.866699
	Iteration 140F: 3 clusters Score -1.618678e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153074 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -16186763.000000 Penalty: 3895.866699
	Iteration 141Q: 3 clusters Score -1.618676e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153196 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -16186775.000000 Penalty: 3895.866699
	Iteration 142Q: 3 clusters Score -1.618678e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153326 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -16186754.000000 Penalty: 3895.866699
	Iteration 143Q: 3 clusters Score -1.618675e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153444 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -16186711.000000 Penalty: 3895.866699
	Iteration 144Q: 3 clusters Score -1.618671e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153565 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -16186729.000000 Penalty: 3895.866699
	Iteration 145Q: 3 clusters Score -1.618673e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153672 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -16186742.000000 Penalty: 3895.866699
	Iteration 146Q: 3 clusters Score -1.618674e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153785 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -16186702.000000 Penalty: 3895.866699
	Iteration 147Q: 3 clusters Score -1.61867e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153898 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -16186692.000000 Penalty: 3895.866699
	Iteration 148Q: 3 clusters Score -1.618669e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154014 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -16186705.000000 Penalty: 3895.866699
	Iteration 149Q: 3 clusters Score -1.61867e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154130 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -16186691.000000 Penalty: 3895.866699
	Iteration 150Q: 3 clusters Score -1.618669e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154220 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -16186696.000000 Penalty: 3895.866699
	Iteration 151Q: 3 clusters Score -1.61867e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154327 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -16186689.000000 Penalty: 3895.866699
	Iteration 152Q: 3 clusters Score -1.618669e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154435 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -16186695.000000 Penalty: 3895.866699
	Iteration 153Q: 3 clusters Score -1.61867e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154535 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -16186676.000000 Penalty: 3895.866699
	Iteration 154Q: 3 clusters Score -1.618668e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154639 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -16186674.000000 Penalty: 3895.866699
	Iteration 155Q: 3 clusters Score -1.618667e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154751 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -16186672.000000 Penalty: 3895.866699
	Iteration 156Q: 3 clusters Score -1.618667e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154861 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -16186637.000000 Penalty: 3895.866699
	Iteration 157Q: 3 clusters Score -1.618664e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154963 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -16186621.000000 Penalty: 3895.866699
	Iteration 158Q: 3 clusters Score -1.618662e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155045 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -16186593.000000 Penalty: 3895.866699
	Iteration 159Q: 3 clusters Score -1.618659e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155125 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -16186553.000000 Penalty: 3895.866699
	Iteration 160F: 3 clusters Score -1.618655e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155198 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -16186529.000000 Penalty: 3895.866699
	Iteration 161Q: 3 clusters Score -1.618653e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155272 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -16186525.000000 Penalty: 3895.866699
	Iteration 162Q: 3 clusters Score -1.618652e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155335 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -16186522.000000 Penalty: 3895.866699
	Iteration 163Q: 3 clusters Score -1.618652e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155390 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -16186535.000000 Penalty: 3895.866699
	Iteration 164Q: 3 clusters Score -1.618654e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155458 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -16186551.000000 Penalty: 3895.866699
	Iteration 165Q: 3 clusters Score -1.618655e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155523 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -16186522.000000 Penalty: 3895.866699
	Iteration 166Q: 3 clusters Score -1.618652e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155590 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -16186514.000000 Penalty: 3895.866699
	Iteration 167Q: 3 clusters Score -1.618651e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155652 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -16186495.000000 Penalty: 3895.866699
	Iteration 168Q: 3 clusters Score -1.61865e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155721 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -16186470.000000 Penalty: 3895.866699
	Iteration 169Q: 3 clusters Score -1.618647e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155793 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -16186464.000000 Penalty: 3895.866699
	Iteration 170Q: 3 clusters Score -1.618646e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155853 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -16186482.000000 Penalty: 3895.866699
	Iteration 171Q: 3 clusters Score -1.618648e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155916 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -16186482.000000 Penalty: 3895.866699
	Iteration 172Q: 3 clusters Score -1.618648e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155985 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -16186487.000000 Penalty: 3895.866699
	Iteration 173Q: 3 clusters Score -1.618649e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156049 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -16186475.000000 Penalty: 3895.866699
	Iteration 174Q: 3 clusters Score -1.618648e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156116 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -16186475.000000 Penalty: 3895.866699
	Iteration 175Q: 3 clusters Score -1.618648e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156173 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -16186472.000000 Penalty: 3895.866699
	Iteration 176Q: 3 clusters Score -1.618647e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156240 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -16186463.000000 Penalty: 3895.866699
	Iteration 177Q: 3 clusters Score -1.618646e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156317 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -16186479.000000 Penalty: 3895.866699
	Iteration 178Q: 3 clusters Score -1.618648e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156377 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -16186486.000000 Penalty: 3895.866699
	Iteration 179Q: 3 clusters Score -1.618649e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156438 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -16186485.000000 Penalty: 3895.866699
	Iteration 180F: 3 clusters Score -1.618648e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156496 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -16186482.000000 Penalty: 3895.866699
	Iteration 181Q: 3 clusters Score -1.618648e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156565 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -16186474.000000 Penalty: 3895.866699
	Iteration 182Q: 3 clusters Score -1.618647e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156634 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -16186477.000000 Penalty: 3895.866699
	Iteration 183Q: 3 clusters Score -1.618648e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156700 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -16186451.000000 Penalty: 3895.866699
	Iteration 184Q: 3 clusters Score -1.618645e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156761 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -16186429.000000 Penalty: 3895.866699
	Iteration 185Q: 3 clusters Score -1.618643e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156826 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -16186428.000000 Penalty: 3895.866699
	Iteration 186Q: 3 clusters Score -1.618643e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156884 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -16186413.000000 Penalty: 3895.866699
	Iteration 187Q: 3 clusters Score -1.618641e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156948 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -16186393.000000 Penalty: 3895.866699
	Iteration 188Q: 3 clusters Score -1.618639e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156999 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -16186401.000000 Penalty: 3895.866699
	Iteration 189Q: 3 clusters Score -1.61864e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157043 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -16186404.000000 Penalty: 3895.866699
	Iteration 190Q: 3 clusters Score -1.61864e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157085 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -16186401.000000 Penalty: 3895.866699
	Iteration 191Q: 3 clusters Score -1.61864e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157129 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -16186394.000000 Penalty: 3895.866699
	Iteration 192Q: 3 clusters Score -1.618639e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157174 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -16186357.000000 Penalty: 3895.866699
	Iteration 193Q: 3 clusters Score -1.618636e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157234 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -16186341.000000 Penalty: 3895.866699
	Iteration 194Q: 3 clusters Score -1.618634e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157294 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -16186335.000000 Penalty: 3895.866699
	Iteration 195Q: 3 clusters Score -1.618634e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157348 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -16186355.000000 Penalty: 3895.866699
	Iteration 196Q: 3 clusters Score -1.618636e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157397 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -16186349.000000 Penalty: 3895.866699
	Iteration 197Q: 3 clusters Score -1.618635e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157451 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -16186326.000000 Penalty: 3895.866699
	Iteration 198Q: 3 clusters Score -1.618633e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157505 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -16186329.000000 Penalty: 3895.866699
	Iteration 199Q: 3 clusters Score -1.618633e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157558 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -16186335.000000 Penalty: 3895.866699
	Iteration 200F: 3 clusters Score -1.618634e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157608 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -16186330.000000 Penalty: 3895.866699
	Iteration 201Q: 3 clusters Score -1.618633e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157663 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -16186309.000000 Penalty: 3895.866699
	Iteration 202Q: 3 clusters Score -1.618631e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157713 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -16186312.000000 Penalty: 3895.866699
	Iteration 203Q: 3 clusters Score -1.618631e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157773 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -16186293.000000 Penalty: 3895.866699
	Iteration 204Q: 3 clusters Score -1.618629e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157822 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -16186281.000000 Penalty: 3895.866699
	Iteration 205Q: 3 clusters Score -1.618628e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157882 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -16186241.000000 Penalty: 3895.866699
	Iteration 206Q: 3 clusters Score -1.618624e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157939 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -16186252.000000 Penalty: 3895.866699
	Iteration 207Q: 3 clusters Score -1.618625e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158000 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -16186257.000000 Penalty: 3895.866699
	Iteration 208Q: 3 clusters Score -1.618626e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158064 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -16186218.000000 Penalty: 3895.866699
	Iteration 209Q: 3 clusters Score -1.618622e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158120 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -16186201.000000 Penalty: 3895.866699
	Iteration 210Q: 3 clusters Score -1.61862e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158173 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -16186201.000000 Penalty: 3895.866699
	Iteration 211Q: 3 clusters Score -1.61862e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158225 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -16186181.000000 Penalty: 3895.866699
	Iteration 212Q: 3 clusters Score -1.618618e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158273 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -16186192.000000 Penalty: 3895.866699
	Iteration 213Q: 3 clusters Score -1.618619e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158323 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -16186191.000000 Penalty: 3895.866699
	Iteration 214Q: 3 clusters Score -1.618619e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158379 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -16186188.000000 Penalty: 3895.866699
	Iteration 215Q: 3 clusters Score -1.618619e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158432 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -16186181.000000 Penalty: 3895.866699
	Iteration 216Q: 3 clusters Score -1.618618e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158488 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -16186167.000000 Penalty: 3895.866699
	Iteration 217Q: 3 clusters Score -1.618617e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158544 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -16186166.000000 Penalty: 3895.866699
	Iteration 218Q: 3 clusters Score -1.618617e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158589 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -16186151.000000 Penalty: 3895.866699
	Iteration 219Q: 3 clusters Score -1.618615e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158637 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -16186151.000000 Penalty: 3895.866699
	Iteration 220F: 3 clusters Score -1.618615e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158677 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -16186140.000000 Penalty: 3895.866699
	Iteration 221Q: 3 clusters Score -1.618614e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158730 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -16186118.000000 Penalty: 3895.866699
	Iteration 222Q: 3 clusters Score -1.618612e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158802 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -16186132.000000 Penalty: 3895.866699
	Iteration 223Q: 3 clusters Score -1.618613e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158877 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -16186152.000000 Penalty: 3895.866699
	Iteration 224Q: 3 clusters Score -1.618615e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158933 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -16186160.000000 Penalty: 3895.866699
	Iteration 225Q: 3 clusters Score -1.618616e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158983 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -16186137.000000 Penalty: 3895.866699
	Iteration 226Q: 3 clusters Score -1.618614e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159028 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -16186127.000000 Penalty: 3895.866699
	Iteration 227Q: 3 clusters Score -1.618613e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159072 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -16186130.000000 Penalty: 3895.866699
	Iteration 228Q: 3 clusters Score -1.618613e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159114 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -16186089.000000 Penalty: 3895.866699
	Iteration 229Q: 3 clusters Score -1.618609e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159153 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -16186081.000000 Penalty: 3895.866699
	Iteration 230Q: 3 clusters Score -1.618608e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159200 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -16186055.000000 Penalty: 3895.866699
	Iteration 231Q: 3 clusters Score -1.618606e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159242 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -16186033.000000 Penalty: 3895.866699
	Iteration 232Q: 3 clusters Score -1.618603e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159279 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -16186024.000000 Penalty: 3895.866699
	Iteration 233Q: 3 clusters Score -1.618602e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159317 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -16186056.000000 Penalty: 3895.866699
	Iteration 234Q: 3 clusters Score -1.618606e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159359 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -16186069.000000 Penalty: 3895.866699
	Iteration 235Q: 3 clusters Score -1.618607e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159394 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -16186075.000000 Penalty: 3895.866699
	Iteration 236Q: 3 clusters Score -1.618608e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159431 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -16186079.000000 Penalty: 3895.866699
	Iteration 237Q: 3 clusters Score -1.618608e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159466 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -16186079.000000 Penalty: 3895.866699
	Iteration 238Q: 3 clusters Score -1.618608e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159497 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -16186073.000000 Penalty: 3895.866699
	Iteration 239Q: 3 clusters Score -1.618607e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159527 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -16186057.000000 Penalty: 3895.866699
	Iteration 240F: 3 clusters Score -1.618606e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159548 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -16186084.000000 Penalty: 3895.866699
	Iteration 241Q: 3 clusters Score -1.618608e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159569 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -16186078.000000 Penalty: 3895.866699
	Iteration 242Q: 3 clusters Score -1.618608e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159589 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -16186070.000000 Penalty: 3895.866699
	Iteration 243Q: 3 clusters Score -1.618607e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159604 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -16186062.000000 Penalty: 3895.866699
	Iteration 244Q: 3 clusters Score -1.618606e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159616 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -16186082.000000 Penalty: 3895.866699
	Iteration 245Q: 3 clusters Score -1.618608e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159639 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -16186074.000000 Penalty: 3895.866699
	Iteration 246Q: 3 clusters Score -1.618607e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159665 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -16186082.000000 Penalty: 3895.866699
	Iteration 247Q: 3 clusters Score -1.618608e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159694 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -16186107.000000 Penalty: 3895.866699
	Iteration 248Q: 3 clusters Score -1.618611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159712 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -16186114.000000 Penalty: 3895.866699
	Iteration 249Q: 3 clusters Score -1.618611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159732 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -16186107.000000 Penalty: 3895.866699
	Iteration 250Q: 3 clusters Score -1.618611e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159746 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -16186095.000000 Penalty: 3895.866699
	Iteration 251Q: 3 clusters Score -1.61861e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159756 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -16186109.000000 Penalty: 3895.866699
	Iteration 252Q: 3 clusters Score -1.618611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159766 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -16186121.000000 Penalty: 3895.866699
	Iteration 253Q: 3 clusters Score -1.618612e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159782 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -16186109.000000 Penalty: 3895.866699
	Iteration 254Q: 3 clusters Score -1.618611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159790 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -16186093.000000 Penalty: 3895.866699
	Iteration 255Q: 3 clusters Score -1.618609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159800 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -16186087.000000 Penalty: 3895.866699
	Iteration 256Q: 3 clusters Score -1.618609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159805 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -16186100.000000 Penalty: 3895.866699
	Iteration 257Q: 3 clusters Score -1.61861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159811 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -16186098.000000 Penalty: 3895.866699
	Iteration 258Q: 3 clusters Score -1.61861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159815 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -16186102.000000 Penalty: 3895.866699
	Iteration 259Q: 3 clusters Score -1.61861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159821 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -16186096.000000 Penalty: 3895.866699
	Iteration 260F: 3 clusters Score -1.61861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159827 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -16186102.000000 Penalty: 3895.866699
	Iteration 261Q: 3 clusters Score -1.61861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159833 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -16186090.000000 Penalty: 3895.866699
	Iteration 262Q: 3 clusters Score -1.618609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159836 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -16186105.000000 Penalty: 3895.866699
	Iteration 263Q: 3 clusters Score -1.61861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159840 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -16186096.000000 Penalty: 3895.866699
	Iteration 264Q: 3 clusters Score -1.61861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159847 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -16186116.000000 Penalty: 3895.866699
	Iteration 265Q: 3 clusters Score -1.618612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159850 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -16186111.000000 Penalty: 3895.866699
	Iteration 266Q: 3 clusters Score -1.618611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159850 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -16186120.000000 Penalty: 3895.866699
	Iteration 267Q: 3 clusters Score -1.618612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159856 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -16186116.000000 Penalty: 3895.866699
	Iteration 268Q: 3 clusters Score -1.618612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159859 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -16186108.000000 Penalty: 3895.866699
	Iteration 269Q: 3 clusters Score -1.618611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159862 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -16186104.000000 Penalty: 3895.866699
	Iteration 270Q: 3 clusters Score -1.61861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159863 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -16186111.000000 Penalty: 3895.866699
	Iteration 271Q: 3 clusters Score -1.618611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159866 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -16186118.000000 Penalty: 3895.866699
	Iteration 272Q: 3 clusters Score -1.618612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159870 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -16186113.000000 Penalty: 3895.866699
	Iteration 273Q: 3 clusters Score -1.618611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159873 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -16186122.000000 Penalty: 3895.866699
	Iteration 274Q: 3 clusters Score -1.618612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159876 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -16186125.000000 Penalty: 3895.866699
	Iteration 275Q: 3 clusters Score -1.618612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159880 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -16186123.000000 Penalty: 3895.866699
	Iteration 276Q: 3 clusters Score -1.618612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159881 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -16186125.000000 Penalty: 3895.866699
	Iteration 277Q: 3 clusters Score -1.618612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159881 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -16186125.000000 Penalty: 3895.866699
	Iteration 278F: 3 clusters Score -1.618612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (117058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117058 members 
Entering Unmasked Estep 
Score: -12016420.000000 Penalty: 1896.443970
	Iteration 0F: 2 clusters Score -1.201642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 58442 members 
Entering Unmasked Estep 
Score: -11938512.000000 Penalty: 3792.887939
	Iteration 0F: 3 clusters Score -1.193851e+07 nChanged 56285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60205 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -11972066.000000 Penalty: 3792.887939
	Iteration 1F: 3 clusters Score -1.197207e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61239 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -11973646.000000 Penalty: 3792.887939
	Iteration 2Q: 3 clusters Score -1.197365e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62709 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -11975678.000000 Penalty: 3792.887939
	Iteration 3Q: 3 clusters Score -1.197568e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64529 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -11978079.000000 Penalty: 3792.887939
	Iteration 4Q: 3 clusters Score -1.197808e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66607 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -11980610.000000 Penalty: 3792.887939
	Iteration 5Q: 3 clusters Score -1.198061e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69110 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -11983435.000000 Penalty: 3792.887939
	Iteration 6Q: 3 clusters Score -1.198344e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71845 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -11986362.000000 Penalty: 3792.887939
	Iteration 7Q: 3 clusters Score -1.198636e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74806 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -11989558.000000 Penalty: 3792.887939
	Iteration 8Q: 3 clusters Score -1.198956e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77665 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -11992776.000000 Penalty: 3792.887939
	Iteration 9Q: 3 clusters Score -1.199278e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80172 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -11995943.000000 Penalty: 3792.887939
	Iteration 10Q: 3 clusters Score -1.199594e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82110 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -11998893.000000 Penalty: 3792.887939
	Iteration 11Q: 3 clusters Score -1.199889e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83779 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -12001322.000000 Penalty: 3792.887939
	Iteration 12Q: 3 clusters Score -1.200132e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85407 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -12002672.000000 Penalty: 3792.887939
	Iteration 13Q: 3 clusters Score -1.200267e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86993 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -12003715.000000 Penalty: 3792.887939
	Iteration 14Q: 3 clusters Score -1.200372e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88680 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -12004519.000000 Penalty: 3792.887939
	Iteration 15Q: 3 clusters Score -1.200452e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90410 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -12005298.000000 Penalty: 3792.887939
	Iteration 16Q: 3 clusters Score -1.20053e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92211 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -12006083.000000 Penalty: 3792.887939
	Iteration 17Q: 3 clusters Score -1.200608e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -12006712.000000 Penalty: 3792.887939
	Iteration 18Q: 3 clusters Score -1.200671e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95814 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -12007482.000000 Penalty: 3792.887939
	Iteration 19Q: 3 clusters Score -1.200748e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97583 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -12008216.000000 Penalty: 3792.887939
	Iteration 20F: 3 clusters Score -1.200822e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99269 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -12008917.000000 Penalty: 3792.887939
	Iteration 21Q: 3 clusters Score -1.200892e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100874 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -12009589.000000 Penalty: 3792.887939
	Iteration 22Q: 3 clusters Score -1.200959e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102399 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -12010120.000000 Penalty: 3792.887939
	Iteration 23Q: 3 clusters Score -1.201012e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103829 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -12010686.000000 Penalty: 3792.887939
	Iteration 24Q: 3 clusters Score -1.201069e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105183 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -12011150.000000 Penalty: 3792.887939
	Iteration 25Q: 3 clusters Score -1.201115e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106442 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -12011633.000000 Penalty: 3792.887939
	Iteration 26Q: 3 clusters Score -1.201163e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107599 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -12012104.000000 Penalty: 3792.887939
	Iteration 27Q: 3 clusters Score -1.20121e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108576 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -12012440.000000 Penalty: 3792.887939
	Iteration 28Q: 3 clusters Score -1.201244e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109470 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -12012755.000000 Penalty: 3792.887939
	Iteration 29Q: 3 clusters Score -1.201276e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110236 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -12013045.000000 Penalty: 3792.887939
	Iteration 30Q: 3 clusters Score -1.201304e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110919 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -12013258.000000 Penalty: 3792.887939
	Iteration 31Q: 3 clusters Score -1.201326e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111502 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -12013479.000000 Penalty: 3792.887939
	Iteration 32Q: 3 clusters Score -1.201348e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112053 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -12013702.000000 Penalty: 3792.887939
	Iteration 33Q: 3 clusters Score -1.20137e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112560 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -12013852.000000 Penalty: 3792.887939
	Iteration 34Q: 3 clusters Score -1.201385e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112998 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -12014014.000000 Penalty: 3792.887939
	Iteration 35Q: 3 clusters Score -1.201401e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113374 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -12014126.000000 Penalty: 3792.887939
	Iteration 36Q: 3 clusters Score -1.201413e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113719 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -12014264.000000 Penalty: 3792.887939
	Iteration 37Q: 3 clusters Score -1.201426e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114021 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -12014407.000000 Penalty: 3792.887939
	Iteration 38Q: 3 clusters Score -1.201441e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114283 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -12014505.000000 Penalty: 3792.887939
	Iteration 39Q: 3 clusters Score -1.20145e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114522 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -12014588.000000 Penalty: 3792.887939
	Iteration 40F: 3 clusters Score -1.201459e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114710 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -12014672.000000 Penalty: 3792.887939
	Iteration 41Q: 3 clusters Score -1.201467e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114864 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -12014705.000000 Penalty: 3792.887939
	Iteration 42Q: 3 clusters Score -1.20147e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114996 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -12014765.000000 Penalty: 3792.887939
	Iteration 43Q: 3 clusters Score -1.201476e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115115 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -12014776.000000 Penalty: 3792.887939
	Iteration 44Q: 3 clusters Score -1.201478e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115232 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -12014814.000000 Penalty: 3792.887939
	Iteration 45Q: 3 clusters Score -1.201481e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115320 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -12014837.000000 Penalty: 3792.887939
	Iteration 46Q: 3 clusters Score -1.201484e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115389 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -12014851.000000 Penalty: 3792.887939
	Iteration 47Q: 3 clusters Score -1.201485e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115445 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -12014872.000000 Penalty: 3792.887939
	Iteration 48Q: 3 clusters Score -1.201487e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115489 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -12014899.000000 Penalty: 3792.887939
	Iteration 49Q: 3 clusters Score -1.20149e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115525 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -12014909.000000 Penalty: 3792.887939
	Iteration 50Q: 3 clusters Score -1.201491e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115554 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -12014922.000000 Penalty: 3792.887939
	Iteration 51Q: 3 clusters Score -1.201492e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115577 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -12014929.000000 Penalty: 3792.887939
	Iteration 52Q: 3 clusters Score -1.201493e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115607 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -12014940.000000 Penalty: 3792.887939
	Iteration 53Q: 3 clusters Score -1.201494e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115623 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -12014944.000000 Penalty: 3792.887939
	Iteration 54Q: 3 clusters Score -1.201494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115638 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -12014946.000000 Penalty: 3792.887939
	Iteration 55Q: 3 clusters Score -1.201495e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115650 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -12014950.000000 Penalty: 3792.887939
	Iteration 56Q: 3 clusters Score -1.201495e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115664 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -12014946.000000 Penalty: 3792.887939
	Iteration 57Q: 3 clusters Score -1.201495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115679 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -12014950.000000 Penalty: 3792.887939
	Iteration 58Q: 3 clusters Score -1.201495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115690 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -12014950.000000 Penalty: 3792.887939
	Iteration 59Q: 3 clusters Score -1.201495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115699 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -12014955.000000 Penalty: 3792.887939
	Iteration 60F: 3 clusters Score -1.201496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115713 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -12014963.000000 Penalty: 3792.887939
	Iteration 61Q: 3 clusters Score -1.201496e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115725 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -12014972.000000 Penalty: 3792.887939
	Iteration 62Q: 3 clusters Score -1.201497e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115735 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -12014968.000000 Penalty: 3792.887939
	Iteration 63Q: 3 clusters Score -1.201497e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115751 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -12014970.000000 Penalty: 3792.887939
	Iteration 64Q: 3 clusters Score -1.201497e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115773 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -12015002.000000 Penalty: 3792.887939
	Iteration 65Q: 3 clusters Score -1.2015e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115790 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -12015000.000000 Penalty: 3792.887939
	Iteration 66Q: 3 clusters Score -1.2015e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115810 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -12014997.000000 Penalty: 3792.887939
	Iteration 67Q: 3 clusters Score -1.2015e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115819 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -12015006.000000 Penalty: 3792.887939
	Iteration 68Q: 3 clusters Score -1.201501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115824 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -12015002.000000 Penalty: 3792.887939
	Iteration 69Q: 3 clusters Score -1.2015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115830 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -12015000.000000 Penalty: 3792.887939
	Iteration 70Q: 3 clusters Score -1.2015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115838 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -12014997.000000 Penalty: 3792.887939
	Iteration 71Q: 3 clusters Score -1.2015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115847 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -12015011.000000 Penalty: 3792.887939
	Iteration 72Q: 3 clusters Score -1.201501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115853 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -12015010.000000 Penalty: 3792.887939
	Iteration 73Q: 3 clusters Score -1.201501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115861 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -12015009.000000 Penalty: 3792.887939
	Iteration 74Q: 3 clusters Score -1.201501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115863 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -12015009.000000 Penalty: 3792.887939
	Iteration 75Q: 3 clusters Score -1.201501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115865 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -12015015.000000 Penalty: 3792.887939
	Iteration 76Q: 3 clusters Score -1.201502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115868 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -12015026.000000 Penalty: 3792.887939
	Iteration 77Q: 3 clusters Score -1.201503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115870 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -12015017.000000 Penalty: 3792.887939
	Iteration 78Q: 3 clusters Score -1.201502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115868 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -12015016.000000 Penalty: 3792.887939
	Iteration 79Q: 3 clusters Score -1.201502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115868 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -12015017.000000 Penalty: 3792.887939
	Iteration 80F: 3 clusters Score -1.201502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115869 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -12015015.000000 Penalty: 3792.887939
	Iteration 81Q: 3 clusters Score -1.201502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115869 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -12015018.000000 Penalty: 3792.887939
	Iteration 82Q: 3 clusters Score -1.201502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115873 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -12015018.000000 Penalty: 3792.887939
	Iteration 83Q: 3 clusters Score -1.201502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115878 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -12015022.000000 Penalty: 3792.887939
	Iteration 84Q: 3 clusters Score -1.201502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115880 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -12015028.000000 Penalty: 3792.887939
	Iteration 85Q: 3 clusters Score -1.201503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115882 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -12015027.000000 Penalty: 3792.887939
	Iteration 86Q: 3 clusters Score -1.201503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115884 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -12015031.000000 Penalty: 3792.887939
	Iteration 87Q: 3 clusters Score -1.201503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115885 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -12015029.000000 Penalty: 3792.887939
	Iteration 88Q: 3 clusters Score -1.201503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115887 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -12015028.000000 Penalty: 3792.887939
	Iteration 89Q: 3 clusters Score -1.201503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115887 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -12015029.000000 Penalty: 3792.887939
	Iteration 90Q: 3 clusters Score -1.201503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115888 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -12015030.000000 Penalty: 3792.887939
	Iteration 91Q: 3 clusters Score -1.201503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115889 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -12015035.000000 Penalty: 3792.887939
	Iteration 92Q: 3 clusters Score -1.201504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115890 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -12015030.000000 Penalty: 3792.887939
	Iteration 93Q: 3 clusters Score -1.201503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115891 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -12015032.000000 Penalty: 3792.887939
	Iteration 94Q: 3 clusters Score -1.201503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115894 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -12015033.000000 Penalty: 3792.887939
	Iteration 95Q: 3 clusters Score -1.201503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115898 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -12015027.000000 Penalty: 3792.887939
	Iteration 96Q: 3 clusters Score -1.201503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115901 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -12015025.000000 Penalty: 3792.887939
	Iteration 97Q: 3 clusters Score -1.201502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115903 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -12015031.000000 Penalty: 3792.887939
	Iteration 98Q: 3 clusters Score -1.201503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115904 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -12015033.000000 Penalty: 3792.887939
	Iteration 99Q: 3 clusters Score -1.201503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115905 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -12015036.000000 Penalty: 3792.887939
	Iteration 100F: 3 clusters Score -1.201504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -1537645.750000 Penalty: 1566.200073
	Iteration 0F: 2 clusters Score -1537646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1526955.500000 Penalty: 3132.400146
	Iteration 0F: 3 clusters Score -1526956 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1530786.000000 Penalty: 3132.400146
	Iteration 1F: 3 clusters Score -1530786 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1531076.375000 Penalty: 3132.400146
	Iteration 2F: 3 clusters Score -1531076 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1531333.000000 Penalty: 3132.400146
	Iteration 3Q: 3 clusters Score -1531333 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1531587.750000 Penalty: 3132.400146
	Iteration 4Q: 3 clusters Score -1531588 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1531896.000000 Penalty: 3132.400146
	Iteration 5Q: 3 clusters Score -1531896 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1532348.875000 Penalty: 3132.400146
	Iteration 6Q: 3 clusters Score -1532349 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1532978.750000 Penalty: 3132.400146
	Iteration 7F: 3 clusters Score -1532979 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1533680.750000 Penalty: 3132.400146
	Iteration 8F: 3 clusters Score -1533681 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1534360.875000 Penalty: 3132.400146
	Iteration 9F: 3 clusters Score -1534361 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1534956.875000 Penalty: 3132.400146
	Iteration 10Q: 3 clusters Score -1534957 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1535390.250000 Penalty: 3132.400146
	Iteration 11Q: 3 clusters Score -1535390 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1535678.375000 Penalty: 3132.400146
	Iteration 12Q: 3 clusters Score -1535678 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1535881.250000 Penalty: 3132.400146
	Iteration 13Q: 3 clusters Score -1535881 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1536000.500000 Penalty: 3132.400146
	Iteration 14Q: 3 clusters Score -1536000 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1536090.125000 Penalty: 3132.400146
	Iteration 15Q: 3 clusters Score -1536090 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1536142.750000 Penalty: 3132.400146
	Iteration 16Q: 3 clusters Score -1536143 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1536179.125000 Penalty: 3132.400146
	Iteration 17Q: 3 clusters Score -1536179 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1536217.750000 Penalty: 3132.400146
	Iteration 18Q: 3 clusters Score -1536218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1536239.625000 Penalty: 3132.400146
	Iteration 19Q: 3 clusters Score -1536240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1536252.000000 Penalty: 3132.400146
	Iteration 20F: 3 clusters Score -1536252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1536255.125000 Penalty: 3132.400146
	Iteration 21Q: 3 clusters Score -1536255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1536264.750000 Penalty: 3132.400146
	Iteration 22Q: 3 clusters Score -1536265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1536269.875000 Penalty: 3132.400146
	Iteration 23Q: 3 clusters Score -1536270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1536270.625000 Penalty: 3132.400146
	Iteration 24Q: 3 clusters Score -1536271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1536270.375000 Penalty: 3132.400146
	Iteration 25Q: 3 clusters Score -1536270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1536270.500000 Penalty: 3132.400146
	Iteration 26Q: 3 clusters Score -1536270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1536271.000000 Penalty: 3132.400146
	Iteration 27Q: 3 clusters Score -1536271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1536275.250000 Penalty: 3132.400146
	Iteration 28Q: 3 clusters Score -1536275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1536278.125000 Penalty: 3132.400146
	Iteration 29Q: 3 clusters Score -1536278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1536279.250000 Penalty: 3132.400146
	Iteration 30Q: 3 clusters Score -1536279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1536278.125000 Penalty: 3132.400146
	Iteration 31Q: 3 clusters Score -1536278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1536279.250000 Penalty: 3132.400146
	Iteration 32Q: 3 clusters Score -1536279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1536281.625000 Penalty: 3132.400146
	Iteration 33Q: 3 clusters Score -1536282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1536281.750000 Penalty: 3132.400146
	Iteration 34Q: 3 clusters Score -1536282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1536281.875000 Penalty: 3132.400146
	Iteration 35Q: 3 clusters Score -1536282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1536281.875000 Penalty: 3132.400146
	Iteration 36F: 3 clusters Score -1536282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Entering Unmasked Estep 
Score: -1897604.500000 Penalty: 1605.743286
	Iteration 0F: 2 clusters Score -1897604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1884267.250000 Penalty: 3211.486572
	Iteration 0F: 3 clusters Score -1884267 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1889077.750000 Penalty: 3211.486572
	Iteration 1F: 3 clusters Score -1889078 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1889364.500000 Penalty: 3211.486572
	Iteration 2Q: 3 clusters Score -1889364 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1889655.125000 Penalty: 3211.486572
	Iteration 3Q: 3 clusters Score -1889655 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1889934.875000 Penalty: 3211.486572
	Iteration 4Q: 3 clusters Score -1889935 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1890210.750000 Penalty: 3211.486572
	Iteration 5Q: 3 clusters Score -1890211 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1890520.250000 Penalty: 3211.486572
	Iteration 6Q: 3 clusters Score -1890520 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1890872.125000 Penalty: 3211.486572
	Iteration 7Q: 3 clusters Score -1890872 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1891259.375000 Penalty: 3211.486572
	Iteration 8Q: 3 clusters Score -1891259 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1891719.500000 Penalty: 3211.486572
	Iteration 9Q: 3 clusters Score -1891720 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1892271.250000 Penalty: 3211.486572
	Iteration 10Q: 3 clusters Score -1892271 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -1892904.625000 Penalty: 3211.486572
	Iteration 11F: 3 clusters Score -1892905 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -1893667.875000 Penalty: 3211.486572
	Iteration 12F: 3 clusters Score -1893668 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -1894449.750000 Penalty: 3211.486572
	Iteration 13F: 3 clusters Score -1894450 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -1895107.750000 Penalty: 3211.486572
	Iteration 14Q: 3 clusters Score -1895108 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -1895553.000000 Penalty: 3211.486572
	Iteration 15Q: 3 clusters Score -1895553 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -1895838.750000 Penalty: 3211.486572
	Iteration 16Q: 3 clusters Score -1895839 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -1896005.125000 Penalty: 3211.486572
	Iteration 17Q: 3 clusters Score -1896005 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -1896098.750000 Penalty: 3211.486572
	Iteration 18Q: 3 clusters Score -1896099 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -1896153.125000 Penalty: 3211.486572
	Iteration 19Q: 3 clusters Score -1896153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -1896175.750000 Penalty: 3211.486572
	Iteration 20F: 3 clusters Score -1896176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -1896195.625000 Penalty: 3211.486572
	Iteration 21Q: 3 clusters Score -1896196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -1896212.750000 Penalty: 3211.486572
	Iteration 22Q: 3 clusters Score -1896213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -1896225.125000 Penalty: 3211.486572
	Iteration 23Q: 3 clusters Score -1896225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -1896227.500000 Penalty: 3211.486572
	Iteration 24Q: 3 clusters Score -1896228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -1896231.375000 Penalty: 3211.486572
	Iteration 25Q: 3 clusters Score -1896231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -1896233.250000 Penalty: 3211.486572
	Iteration 26Q: 3 clusters Score -1896233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -1896234.625000 Penalty: 3211.486572
	Iteration 27Q: 3 clusters Score -1896235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -1896234.625000 Penalty: 3211.486572
	Iteration 28F: 3 clusters Score -1896235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Entering Unmasked Estep 
Score: -5368797.000000 Penalty: 1766.744873
	Iteration 0F: 2 clusters Score -5368797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -5333352.500000 Penalty: 3533.489746
	Iteration 0F: 3 clusters Score -5333352 nChanged 24863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -5347821.000000 Penalty: 3533.489746
	Iteration 1F: 3 clusters Score -5347821 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -5348411.500000 Penalty: 3533.489746
	Iteration 2Q: 3 clusters Score -5348412 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -5349039.500000 Penalty: 3533.489746
	Iteration 3Q: 3 clusters Score -5349040 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -5349748.500000 Penalty: 3533.489746
	Iteration 4Q: 3 clusters Score -5349748 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -5350763.500000 Penalty: 3533.489746
	Iteration 5Q: 3 clusters Score -5350764 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -5352215.500000 Penalty: 3533.489746
	Iteration 6F: 3 clusters Score -5352216 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -5354587.000000 Penalty: 3533.489746
	Iteration 7F: 3 clusters Score -5354587 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -5357969.500000 Penalty: 3533.489746
	Iteration 8F: 3 clusters Score -5357970 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -5361603.000000 Penalty: 3533.489746
	Iteration 9F: 3 clusters Score -5361603 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -5364081.000000 Penalty: 3533.489746
	Iteration 10F: 3 clusters Score -5364081 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -5365318.500000 Penalty: 3533.489746
	Iteration 11Q: 3 clusters Score -5365318 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -5365899.500000 Penalty: 3533.489746
	Iteration 12Q: 3 clusters Score -5365900 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -5366230.000000 Penalty: 3533.489746
	Iteration 13Q: 3 clusters Score -5366230 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -5366482.500000 Penalty: 3533.489746
	Iteration 14Q: 3 clusters Score -5366482 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -5366659.000000 Penalty: 3533.489746
	Iteration 15Q: 3 clusters Score -5366659 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -5366830.500000 Penalty: 3533.489746
	Iteration 16Q: 3 clusters Score -5366830 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -5366956.500000 Penalty: 3533.489746
	Iteration 17Q: 3 clusters Score -5366956 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -5367081.500000 Penalty: 3533.489746
	Iteration 18Q: 3 clusters Score -5367082 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -5367206.000000 Penalty: 3533.489746
	Iteration 19Q: 3 clusters Score -5367206 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -5367256.500000 Penalty: 3533.489746
	Iteration 20F: 3 clusters Score -5367256 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -5367353.500000 Penalty: 3533.489746
	Iteration 21Q: 3 clusters Score -5367354 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -5367417.500000 Penalty: 3533.489746
	Iteration 22Q: 3 clusters Score -5367418 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -5367442.000000 Penalty: 3533.489746
	Iteration 23Q: 3 clusters Score -5367442 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 49642 members 
Entering Unmasked Estep 
Score: -5367488.500000 Penalty: 3533.489746
	Iteration 24Q: 3 clusters Score -5367488 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -5367532.500000 Penalty: 3533.489746
	Iteration 25Q: 3 clusters Score -5367532 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -5367584.000000 Penalty: 3533.489746
	Iteration 26Q: 3 clusters Score -5367584 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -5367611.000000 Penalty: 3533.489746
	Iteration 27Q: 3 clusters Score -5367611 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -5367635.000000 Penalty: 3533.489746
	Iteration 28Q: 3 clusters Score -5367635 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -5367664.500000 Penalty: 3533.489746
	Iteration 29Q: 3 clusters Score -5367664 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -5367697.000000 Penalty: 3533.489746
	Iteration 30Q: 3 clusters Score -5367697 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -5367710.000000 Penalty: 3533.489746
	Iteration 31Q: 3 clusters Score -5367710 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -5367729.000000 Penalty: 3533.489746
	Iteration 32Q: 3 clusters Score -5367729 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -5367752.500000 Penalty: 3533.489746
	Iteration 33Q: 3 clusters Score -5367752 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -5367758.000000 Penalty: 3533.489746
	Iteration 34Q: 3 clusters Score -5367758 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -5367777.500000 Penalty: 3533.489746
	Iteration 35Q: 3 clusters Score -5367778 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -5367791.500000 Penalty: 3533.489746
	Iteration 36Q: 3 clusters Score -5367792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -5367805.500000 Penalty: 3533.489746
	Iteration 37Q: 3 clusters Score -5367806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -5367812.000000 Penalty: 3533.489746
	Iteration 38Q: 3 clusters Score -5367812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -5367818.000000 Penalty: 3533.489746
	Iteration 39Q: 3 clusters Score -5367818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -5367827.000000 Penalty: 3533.489746
	Iteration 40F: 3 clusters Score -5367827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -5367828.000000 Penalty: 3533.489746
	Iteration 41Q: 3 clusters Score -5367828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -5367833.000000 Penalty: 3533.489746
	Iteration 42Q: 3 clusters Score -5367833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 51023 members 
Entering Unmasked Estep 
Score: -5367843.500000 Penalty: 3533.489746
	Iteration 43Q: 3 clusters Score -5367844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -5367850.000000 Penalty: 3533.489746
	Iteration 44Q: 3 clusters Score -5367850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -5367849.500000 Penalty: 3533.489746
	Iteration 45Q: 3 clusters Score -5367850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -5367850.000000 Penalty: 3533.489746
	Iteration 46Q: 3 clusters Score -5367850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -5367852.000000 Penalty: 3533.489746
	Iteration 47Q: 3 clusters Score -5367852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -5367856.500000 Penalty: 3533.489746
	Iteration 48Q: 3 clusters Score -5367856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -5367865.500000 Penalty: 3533.489746
	Iteration 49Q: 3 clusters Score -5367866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -5367863.000000 Penalty: 3533.489746
	Iteration 50Q: 3 clusters Score -5367863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -5367858.500000 Penalty: 3533.489746
	Iteration 51Q: 3 clusters Score -5367858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -5367866.500000 Penalty: 3533.489746
	Iteration 52Q: 3 clusters Score -5367866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -5367862.500000 Penalty: 3533.489746
	Iteration 53Q: 3 clusters Score -5367862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -5367864.500000 Penalty: 3533.489746
	Iteration 54Q: 3 clusters Score -5367864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -5367862.500000 Penalty: 3533.489746
	Iteration 55Q: 3 clusters Score -5367862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -5367860.500000 Penalty: 3533.489746
	Iteration 56Q: 3 clusters Score -5367860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -5367860.500000 Penalty: 3533.489746
	Iteration 57F: 3 clusters Score -5367860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Entering Unmasked Estep 
Score: -1316420.375000 Penalty: 1538.638062
	Iteration 0F: 2 clusters Score -1316420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1307303.875000 Penalty: 3077.276123
	Iteration 0F: 3 clusters Score -1307304 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1310470.500000 Penalty: 3077.276123
	Iteration 1F: 3 clusters Score -1310470 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1310803.500000 Penalty: 3077.276123
	Iteration 2F: 3 clusters Score -1310804 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1311117.125000 Penalty: 3077.276123
	Iteration 3F: 3 clusters Score -1311117 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1311477.375000 Penalty: 3077.276123
	Iteration 4F: 3 clusters Score -1311477 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1311904.000000 Penalty: 3077.276123
	Iteration 5F: 3 clusters Score -1311904 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1312409.500000 Penalty: 3077.276123
	Iteration 6F: 3 clusters Score -1312410 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1313002.500000 Penalty: 3077.276123
	Iteration 7F: 3 clusters Score -1313002 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1313676.625000 Penalty: 3077.276123
	Iteration 8F: 3 clusters Score -1313677 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1314312.250000 Penalty: 3077.276123
	Iteration 9F: 3 clusters Score -1314312 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1314686.250000 Penalty: 3077.276123
	Iteration 10Q: 3 clusters Score -1314686 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1314845.000000 Penalty: 3077.276123
	Iteration 11Q: 3 clusters Score -1314845 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1314931.750000 Penalty: 3077.276123
	Iteration 12Q: 3 clusters Score -1314932 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1315004.000000 Penalty: 3077.276123
	Iteration 13Q: 3 clusters Score -1315004 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1315059.750000 Penalty: 3077.276123
	Iteration 14Q: 3 clusters Score -1315060 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1315105.375000 Penalty: 3077.276123
	Iteration 15Q: 3 clusters Score -1315105 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1315142.625000 Penalty: 3077.276123
	Iteration 16Q: 3 clusters Score -1315143 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1315176.750000 Penalty: 3077.276123
	Iteration 17Q: 3 clusters Score -1315177 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1315197.125000 Penalty: 3077.276123
	Iteration 18Q: 3 clusters Score -1315197 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1315212.375000 Penalty: 3077.276123
	Iteration 19Q: 3 clusters Score -1315212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1315224.000000 Penalty: 3077.276123
	Iteration 20F: 3 clusters Score -1315224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1315227.125000 Penalty: 3077.276123
	Iteration 21Q: 3 clusters Score -1315227 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1315235.250000 Penalty: 3077.276123
	Iteration 22Q: 3 clusters Score -1315235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1315236.000000 Penalty: 3077.276123
	Iteration 23Q: 3 clusters Score -1315236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1315243.125000 Penalty: 3077.276123
	Iteration 24Q: 3 clusters Score -1315243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1315242.000000 Penalty: 3077.276123
	Iteration 25Q: 3 clusters Score -1315242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1315246.625000 Penalty: 3077.276123
	Iteration 26Q: 3 clusters Score -1315247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1315247.375000 Penalty: 3077.276123
	Iteration 27Q: 3 clusters Score -1315247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1315247.500000 Penalty: 3077.276123
	Iteration 28Q: 3 clusters Score -1315248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1315251.250000 Penalty: 3077.276123
	Iteration 29Q: 3 clusters Score -1315251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1315254.750000 Penalty: 3077.276123
	Iteration 30Q: 3 clusters Score -1315255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1315257.375000 Penalty: 3077.276123
	Iteration 31Q: 3 clusters Score -1315257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1315258.750000 Penalty: 3077.276123
	Iteration 32Q: 3 clusters Score -1315259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1315260.375000 Penalty: 3077.276123
	Iteration 33Q: 3 clusters Score -1315260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1315260.750000 Penalty: 3077.276123
	Iteration 34Q: 3 clusters Score -1315261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1315263.625000 Penalty: 3077.276123
	Iteration 35Q: 3 clusters Score -1315264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1315268.750000 Penalty: 3077.276123
	Iteration 36Q: 3 clusters Score -1315269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1315271.500000 Penalty: 3077.276123
	Iteration 37Q: 3 clusters Score -1315272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1315273.375000 Penalty: 3077.276123
	Iteration 38Q: 3 clusters Score -1315273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1315275.625000 Penalty: 3077.276123
	Iteration 39Q: 3 clusters Score -1315276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1315273.250000 Penalty: 3077.276123
	Iteration 40F: 3 clusters Score -1315273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1315278.625000 Penalty: 3077.276123
	Iteration 41Q: 3 clusters Score -1315279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1315279.500000 Penalty: 3077.276123
	Iteration 42Q: 3 clusters Score -1315280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1315280.375000 Penalty: 3077.276123
	Iteration 43Q: 3 clusters Score -1315280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1315280.250000 Penalty: 3077.276123
	Iteration 44Q: 3 clusters Score -1315280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1315279.250000 Penalty: 3077.276123
	Iteration 45Q: 3 clusters Score -1315279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1315281.125000 Penalty: 3077.276123
	Iteration 46Q: 3 clusters Score -1315281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1315285.250000 Penalty: 3077.276123
	Iteration 47Q: 3 clusters Score -1315285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1315287.500000 Penalty: 3077.276123
	Iteration 48Q: 3 clusters Score -1315288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1315290.875000 Penalty: 3077.276123
	Iteration 49Q: 3 clusters Score -1315291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1315290.750000 Penalty: 3077.276123
	Iteration 50Q: 3 clusters Score -1315291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1315291.500000 Penalty: 3077.276123
	Iteration 51Q: 3 clusters Score -1315292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1315294.000000 Penalty: 3077.276123
	Iteration 52Q: 3 clusters Score -1315294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1315299.500000 Penalty: 3077.276123
	Iteration 53Q: 3 clusters Score -1315300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1315300.750000 Penalty: 3077.276123
	Iteration 54Q: 3 clusters Score -1315301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1315301.125000 Penalty: 3077.276123
	Iteration 55Q: 3 clusters Score -1315301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1315305.000000 Penalty: 3077.276123
	Iteration 56Q: 3 clusters Score -1315305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1315307.875000 Penalty: 3077.276123
	Iteration 57Q: 3 clusters Score -1315308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1315311.125000 Penalty: 3077.276123
	Iteration 58Q: 3 clusters Score -1315311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1315315.500000 Penalty: 3077.276123
	Iteration 59Q: 3 clusters Score -1315316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1315317.000000 Penalty: 3077.276123
	Iteration 60F: 3 clusters Score -1315317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1315324.125000 Penalty: 3077.276123
	Iteration 61Q: 3 clusters Score -1315324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1315325.125000 Penalty: 3077.276123
	Iteration 62Q: 3 clusters Score -1315325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1315324.375000 Penalty: 3077.276123
	Iteration 63Q: 3 clusters Score -1315324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1315327.875000 Penalty: 3077.276123
	Iteration 64Q: 3 clusters Score -1315328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1315333.125000 Penalty: 3077.276123
	Iteration 65Q: 3 clusters Score -1315333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1315332.125000 Penalty: 3077.276123
	Iteration 66Q: 3 clusters Score -1315332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1315332.750000 Penalty: 3077.276123
	Iteration 67Q: 3 clusters Score -1315333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1315332.000000 Penalty: 3077.276123
	Iteration 68Q: 3 clusters Score -1315332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1315333.125000 Penalty: 3077.276123
	Iteration 69Q: 3 clusters Score -1315333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1315333.125000 Penalty: 3077.276123
	Iteration 70F: 3 clusters Score -1315333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (156904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156904 members 
Entering Unmasked Estep 
Score: -15958483.000000 Penalty: 1944.050781
	Iteration 0F: 2 clusters Score -1.595848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78368 members 
Mstep: Class 2 contains 78536 members 
Entering Unmasked Estep 
Score: -15854389.000000 Penalty: 3888.101562
	Iteration 0F: 3 clusters Score -1.585439e+07 nChanged 75698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76400 members 
Mstep: Class 2 contains 80504 members 
Entering Unmasked Estep 
Score: -15898594.000000 Penalty: 3888.101562
	Iteration 1F: 3 clusters Score -1.589859e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75286 members 
Mstep: Class 2 contains 81618 members 
Entering Unmasked Estep 
Score: -15899463.000000 Penalty: 3888.101562
	Iteration 2Q: 3 clusters Score -1.589946e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 83351 members 
Entering Unmasked Estep 
Score: -15900592.000000 Penalty: 3888.101562
	Iteration 3Q: 3 clusters Score -1.590059e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70793 members 
Mstep: Class 2 contains 86111 members 
Entering Unmasked Estep 
Score: -15902093.000000 Penalty: 3888.101562
	Iteration 4Q: 3 clusters Score -1.590209e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66707 members 
Mstep: Class 2 contains 90197 members 
Entering Unmasked Estep 
Score: -15904599.000000 Penalty: 3888.101562
	Iteration 5Q: 3 clusters Score -1.59046e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 95934 members 
Entering Unmasked Estep 
Score: -15908267.000000 Penalty: 3888.101562
	Iteration 6Q: 3 clusters Score -1.590827e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 103418 members 
Entering Unmasked Estep 
Score: -15914031.000000 Penalty: 3888.101562
	Iteration 7F: 3 clusters Score -1.591403e+07 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 112046 members 
Entering Unmasked Estep 
Score: -15921575.000000 Penalty: 3888.101562
	Iteration 8F: 3 clusters Score -1.592158e+07 nChanged 9732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 120358 members 
Entering Unmasked Estep 
Score: -15929802.000000 Penalty: 3888.101562
	Iteration 9F: 3 clusters Score -1.59298e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 127177 members 
Entering Unmasked Estep 
Score: -15936471.000000 Penalty: 3888.101562
	Iteration 10F: 3 clusters Score -1.593647e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 132259 members 
Entering Unmasked Estep 
Score: -15940930.000000 Penalty: 3888.101562
	Iteration 11Q: 3 clusters Score -1.594093e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 136221 members 
Entering Unmasked Estep 
Score: -15943774.000000 Penalty: 3888.101562
	Iteration 12Q: 3 clusters Score -1.594377e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 139755 members 
Entering Unmasked Estep 
Score: -15946038.000000 Penalty: 3888.101562
	Iteration 13Q: 3 clusters Score -1.594604e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 142999 members 
Entering Unmasked Estep 
Score: -15948074.000000 Penalty: 3888.101562
	Iteration 14Q: 3 clusters Score -1.594807e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 145838 members 
Entering Unmasked Estep 
Score: -15949917.000000 Penalty: 3888.101562
	Iteration 15Q: 3 clusters Score -1.594992e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 148362 members 
Entering Unmasked Estep 
Score: -15951568.000000 Penalty: 3888.101562
	Iteration 16Q: 3 clusters Score -1.595157e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 150495 members 
Entering Unmasked Estep 
Score: -15953024.000000 Penalty: 3888.101562
	Iteration 17Q: 3 clusters Score -1.595302e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 152179 members 
Entering Unmasked Estep 
Score: -15954063.000000 Penalty: 3888.101562
	Iteration 18Q: 3 clusters Score -1.595406e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 153470 members 
Entering Unmasked Estep 
Score: -15954874.000000 Penalty: 3888.101562
	Iteration 19Q: 3 clusters Score -1.595487e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 154532 members 
Entering Unmasked Estep 
Score: -15955664.000000 Penalty: 3888.101562
	Iteration 20F: 3 clusters Score -1.595566e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 155285 members 
Entering Unmasked Estep 
Score: -15956139.000000 Penalty: 3888.101562
	Iteration 21Q: 3 clusters Score -1.595614e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 155798 members 
Entering Unmasked Estep 
Score: -15956386.000000 Penalty: 3888.101562
	Iteration 22Q: 3 clusters Score -1.595639e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 156099 members 
Entering Unmasked Estep 
Score: -15956567.000000 Penalty: 3888.101562
	Iteration 23Q: 3 clusters Score -1.595657e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 156279 members 
Entering Unmasked Estep 
Score: -15956716.000000 Penalty: 3888.101562
	Iteration 24Q: 3 clusters Score -1.595672e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 156376 members 
Entering Unmasked Estep 
Score: -15956728.000000 Penalty: 3888.101562
	Iteration 25Q: 3 clusters Score -1.595673e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 156439 members 
Entering Unmasked Estep 
Score: -15956721.000000 Penalty: 3888.101562
	Iteration 26Q: 3 clusters Score -1.595672e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 156481 members 
Entering Unmasked Estep 
Score: -15956734.000000 Penalty: 3888.101562
	Iteration 27Q: 3 clusters Score -1.595673e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 156510 members 
Entering Unmasked Estep 
Score: -15956748.000000 Penalty: 3888.101562
	Iteration 28Q: 3 clusters Score -1.595675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 156520 members 
Entering Unmasked Estep 
Score: -15956762.000000 Penalty: 3888.101562
	Iteration 29Q: 3 clusters Score -1.595676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 156530 members 
Entering Unmasked Estep 
Score: -15956762.000000 Penalty: 3888.101562
	Iteration 30Q: 3 clusters Score -1.595676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 156537 members 
Entering Unmasked Estep 
Score: -15956773.000000 Penalty: 3888.101562
	Iteration 31Q: 3 clusters Score -1.595677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 156548 members 
Entering Unmasked Estep 
Score: -15956775.000000 Penalty: 3888.101562
	Iteration 32Q: 3 clusters Score -1.595678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 156552 members 
Entering Unmasked Estep 
Score: -15956779.000000 Penalty: 3888.101562
	Iteration 33Q: 3 clusters Score -1.595678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 156556 members 
Entering Unmasked Estep 
Score: -15956785.000000 Penalty: 3888.101562
	Iteration 34Q: 3 clusters Score -1.595678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 156560 members 
Entering Unmasked Estep 
Score: -15956784.000000 Penalty: 3888.101562
	Iteration 35Q: 3 clusters Score -1.595678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 156565 members 
Entering Unmasked Estep 
Score: -15956792.000000 Penalty: 3888.101562
	Iteration 36Q: 3 clusters Score -1.595679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 156569 members 
Entering Unmasked Estep 
Score: -15956787.000000 Penalty: 3888.101562
	Iteration 37Q: 3 clusters Score -1.595679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 156572 members 
Entering Unmasked Estep 
Score: -15956802.000000 Penalty: 3888.101562
	Iteration 38Q: 3 clusters Score -1.59568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 156575 members 
Entering Unmasked Estep 
Score: -15956808.000000 Penalty: 3888.101562
	Iteration 39Q: 3 clusters Score -1.595681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 156579 members 
Entering Unmasked Estep 
Score: -15956804.000000 Penalty: 3888.101562
	Iteration 40F: 3 clusters Score -1.59568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 156584 members 
Entering Unmasked Estep 
Score: -15956801.000000 Penalty: 3888.101562
	Iteration 41Q: 3 clusters Score -1.59568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 156586 members 
Entering Unmasked Estep 
Score: -15956799.000000 Penalty: 3888.101562
	Iteration 42Q: 3 clusters Score -1.59568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 156590 members 
Entering Unmasked Estep 
Score: -15956803.000000 Penalty: 3888.101562
	Iteration 43Q: 3 clusters Score -1.59568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 156590 members 
Entering Unmasked Estep 
Score: -15956806.000000 Penalty: 3888.101562
	Iteration 44Q: 3 clusters Score -1.595681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 156590 members 
Entering Unmasked Estep 
Score: -15956806.000000 Penalty: 3888.101562
	Iteration 45F: 3 clusters Score -1.595681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Entering Unmasked Estep 
Score: -668801.625000 Penalty: 1428.542358
	Iteration 0F: 2 clusters Score -668801.6 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 3243 members 
Entering Unmasked Estep 
Score: -663813.375000 Penalty: 2857.084717
	Iteration 0F: 3 clusters Score -663813.4 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -665313.375000 Penalty: 2857.084717
	Iteration 1F: 3 clusters Score -665313.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -665560.562500 Penalty: 2857.084717
	Iteration 2F: 3 clusters Score -665560.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -665733.125000 Penalty: 2857.084717
	Iteration 3F: 3 clusters Score -665733.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -665855.937500 Penalty: 2857.084717
	Iteration 4Q: 3 clusters Score -665855.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -665981.437500 Penalty: 2857.084717
	Iteration 5Q: 3 clusters Score -665981.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -666081.812500 Penalty: 2857.084717
	Iteration 6Q: 3 clusters Score -666081.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -666189.562500 Penalty: 2857.084717
	Iteration 7Q: 3 clusters Score -666189.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -666299.250000 Penalty: 2857.084717
	Iteration 8Q: 3 clusters Score -666299.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -666414.437500 Penalty: 2857.084717
	Iteration 9Q: 3 clusters Score -666414.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -666531.687500 Penalty: 2857.084717
	Iteration 10Q: 3 clusters Score -666531.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -666649.125000 Penalty: 2857.084717
	Iteration 11Q: 3 clusters Score -666649.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -666747.062500 Penalty: 2857.084717
	Iteration 12Q: 3 clusters Score -666747.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -666820.125000 Penalty: 2857.084717
	Iteration 13Q: 3 clusters Score -666820.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -666885.250000 Penalty: 2857.084717
	Iteration 14Q: 3 clusters Score -666885.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -666938.875000 Penalty: 2857.084717
	Iteration 15Q: 3 clusters Score -666938.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -666970.625000 Penalty: 2857.084717
	Iteration 16Q: 3 clusters Score -666970.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -667004.250000 Penalty: 2857.084717
	Iteration 17Q: 3 clusters Score -667004.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -667030.125000 Penalty: 2857.084717
	Iteration 18Q: 3 clusters Score -667030.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -667059.687500 Penalty: 2857.084717
	Iteration 19Q: 3 clusters Score -667059.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -667100.125000 Penalty: 2857.084717
	Iteration 20F: 3 clusters Score -667100.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -667134.000000 Penalty: 2857.084717
	Iteration 21Q: 3 clusters Score -667134 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -667168.625000 Penalty: 2857.084717
	Iteration 22Q: 3 clusters Score -667168.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -667213.312500 Penalty: 2857.084717
	Iteration 23Q: 3 clusters Score -667213.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -667258.437500 Penalty: 2857.084717
	Iteration 24Q: 3 clusters Score -667258.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -667290.437500 Penalty: 2857.084717
	Iteration 25Q: 3 clusters Score -667290.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -667321.500000 Penalty: 2857.084717
	Iteration 26Q: 3 clusters Score -667321.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -667346.750000 Penalty: 2857.084717
	Iteration 27Q: 3 clusters Score -667346.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -667366.437500 Penalty: 2857.084717
	Iteration 28Q: 3 clusters Score -667366.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -667384.812500 Penalty: 2857.084717
	Iteration 29Q: 3 clusters Score -667384.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -667401.937500 Penalty: 2857.084717
	Iteration 30Q: 3 clusters Score -667401.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -667419.187500 Penalty: 2857.084717
	Iteration 31Q: 3 clusters Score -667419.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -667432.500000 Penalty: 2857.084717
	Iteration 32Q: 3 clusters Score -667432.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -667446.375000 Penalty: 2857.084717
	Iteration 33Q: 3 clusters Score -667446.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -667455.062500 Penalty: 2857.084717
	Iteration 34Q: 3 clusters Score -667455.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -667465.937500 Penalty: 2857.084717
	Iteration 35Q: 3 clusters Score -667465.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -667480.312500 Penalty: 2857.084717
	Iteration 36Q: 3 clusters Score -667480.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -667498.187500 Penalty: 2857.084717
	Iteration 37Q: 3 clusters Score -667498.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -667519.312500 Penalty: 2857.084717
	Iteration 38Q: 3 clusters Score -667519.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -667531.875000 Penalty: 2857.084717
	Iteration 39Q: 3 clusters Score -667531.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -667542.937500 Penalty: 2857.084717
	Iteration 40F: 3 clusters Score -667542.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -667548.375000 Penalty: 2857.084717
	Iteration 41Q: 3 clusters Score -667548.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -667555.062500 Penalty: 2857.084717
	Iteration 42Q: 3 clusters Score -667555.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -667563.125000 Penalty: 2857.084717
	Iteration 43Q: 3 clusters Score -667563.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -667568.375000 Penalty: 2857.084717
	Iteration 44Q: 3 clusters Score -667568.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -667572.187500 Penalty: 2857.084717
	Iteration 45Q: 3 clusters Score -667572.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -667577.187500 Penalty: 2857.084717
	Iteration 46Q: 3 clusters Score -667577.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -667584.062500 Penalty: 2857.084717
	Iteration 47Q: 3 clusters Score -667584.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -667591.812500 Penalty: 2857.084717
	Iteration 48Q: 3 clusters Score -667591.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -667597.250000 Penalty: 2857.084717
	Iteration 49Q: 3 clusters Score -667597.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -667602.812500 Penalty: 2857.084717
	Iteration 50Q: 3 clusters Score -667602.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -667604.687500 Penalty: 2857.084717
	Iteration 51Q: 3 clusters Score -667604.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -667608.187500 Penalty: 2857.084717
	Iteration 52Q: 3 clusters Score -667608.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -667613.312500 Penalty: 2857.084717
	Iteration 53Q: 3 clusters Score -667613.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -667618.062500 Penalty: 2857.084717
	Iteration 54Q: 3 clusters Score -667618.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -667627.250000 Penalty: 2857.084717
	Iteration 55Q: 3 clusters Score -667627.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -667632.937500 Penalty: 2857.084717
	Iteration 56Q: 3 clusters Score -667632.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -667640.500000 Penalty: 2857.084717
	Iteration 57Q: 3 clusters Score -667640.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -667648.437500 Penalty: 2857.084717
	Iteration 58Q: 3 clusters Score -667648.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -667654.812500 Penalty: 2857.084717
	Iteration 59Q: 3 clusters Score -667654.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -667661.500000 Penalty: 2857.084717
	Iteration 60F: 3 clusters Score -667661.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -667667.000000 Penalty: 2857.084717
	Iteration 61Q: 3 clusters Score -667667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -667669.875000 Penalty: 2857.084717
	Iteration 62Q: 3 clusters Score -667669.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -667672.812500 Penalty: 2857.084717
	Iteration 63Q: 3 clusters Score -667672.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -667676.562500 Penalty: 2857.084717
	Iteration 64Q: 3 clusters Score -667676.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -667679.187500 Penalty: 2857.084717
	Iteration 65Q: 3 clusters Score -667679.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -667681.125000 Penalty: 2857.084717
	Iteration 66Q: 3 clusters Score -667681.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -667682.437500 Penalty: 2857.084717
	Iteration 67Q: 3 clusters Score -667682.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -667684.812500 Penalty: 2857.084717
	Iteration 68Q: 3 clusters Score -667684.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -667686.312500 Penalty: 2857.084717
	Iteration 69Q: 3 clusters Score -667686.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -667688.500000 Penalty: 2857.084717
	Iteration 70Q: 3 clusters Score -667688.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -667694.375000 Penalty: 2857.084717
	Iteration 71Q: 3 clusters Score -667694.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -667694.125000 Penalty: 2857.084717
	Iteration 72Q: 3 clusters Score -667694.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -667696.562500 Penalty: 2857.084717
	Iteration 73Q: 3 clusters Score -667696.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -667697.250000 Penalty: 2857.084717
	Iteration 74Q: 3 clusters Score -667697.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -667698.000000 Penalty: 2857.084717
	Iteration 75Q: 3 clusters Score -667698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -667698.187500 Penalty: 2857.084717
	Iteration 76Q: 3 clusters Score -667698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -667698.937500 Penalty: 2857.084717
	Iteration 77Q: 3 clusters Score -667698.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -667701.250000 Penalty: 2857.084717
	Iteration 78Q: 3 clusters Score -667701.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -667702.250000 Penalty: 2857.084717
	Iteration 79Q: 3 clusters Score -667702.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -667704.875000 Penalty: 2857.084717
	Iteration 80F: 3 clusters Score -667704.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -667708.000000 Penalty: 2857.084717
	Iteration 81Q: 3 clusters Score -667708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -667709.812500 Penalty: 2857.084717
	Iteration 82Q: 3 clusters Score -667709.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -667711.312500 Penalty: 2857.084717
	Iteration 83Q: 3 clusters Score -667711.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -667713.062500 Penalty: 2857.084717
	Iteration 84Q: 3 clusters Score -667713.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -667713.875000 Penalty: 2857.084717
	Iteration 85Q: 3 clusters Score -667713.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -667715.875000 Penalty: 2857.084717
	Iteration 86Q: 3 clusters Score -667715.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -667717.312500 Penalty: 2857.084717
	Iteration 87Q: 3 clusters Score -667717.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -667717.687500 Penalty: 2857.084717
	Iteration 88Q: 3 clusters Score -667717.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -667717.687500 Penalty: 2857.084717
	Iteration 89F: 3 clusters Score -667717.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (171970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171970 members 
Entering Unmasked Estep 
Score: -17654636.000000 Penalty: 1958.949829
	Iteration 0F: 2 clusters Score -1.765464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86259 members 
Mstep: Class 2 contains 85711 members 
Entering Unmasked Estep 
Score: -17546664.000000 Penalty: 3917.899658
	Iteration 0F: 3 clusters Score -1.754666e+07 nChanged 83050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92053 members 
Mstep: Class 2 contains 79917 members 
Entering Unmasked Estep 
Score: -17595496.000000 Penalty: 3917.899658
	Iteration 1F: 3 clusters Score -1.75955e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95989 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -17597032.000000 Penalty: 3917.899658
	Iteration 2Q: 3 clusters Score -1.759703e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102068 members 
Mstep: Class 2 contains 69902 members 
Entering Unmasked Estep 
Score: -17599552.000000 Penalty: 3917.899658
	Iteration 3Q: 3 clusters Score -1.759955e+07 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111014 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -17604034.000000 Penalty: 3917.899658
	Iteration 4F: 3 clusters Score -1.760403e+07 nChanged 12731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123499 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -17612606.000000 Penalty: 3917.899658
	Iteration 5F: 3 clusters Score -1.761261e+07 nChanged 15026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138453 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -17625006.000000 Penalty: 3917.899658
	Iteration 6F: 3 clusters Score -1.762501e+07 nChanged 14341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152788 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -17637444.000000 Penalty: 3917.899658
	Iteration 7F: 3 clusters Score -1.763744e+07 nChanged 10126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162914 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -17646004.000000 Penalty: 3917.899658
	Iteration 8F: 3 clusters Score -1.7646e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168367 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -17650434.000000 Penalty: 3917.899658
	Iteration 9Q: 3 clusters Score -1.765043e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170541 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -17652108.000000 Penalty: 3917.899658
	Iteration 10Q: 3 clusters Score -1.765211e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171270 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -17652616.000000 Penalty: 3917.899658
	Iteration 11Q: 3 clusters Score -1.765262e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171499 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -17652822.000000 Penalty: 3917.899658
	Iteration 12Q: 3 clusters Score -1.765282e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171579 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -17652902.000000 Penalty: 3917.899658
	Iteration 13Q: 3 clusters Score -1.76529e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171604 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -17652960.000000 Penalty: 3917.899658
	Iteration 14Q: 3 clusters Score -1.765296e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171625 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -17652982.000000 Penalty: 3917.899658
	Iteration 15Q: 3 clusters Score -1.765298e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171634 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -17653002.000000 Penalty: 3917.899658
	Iteration 16Q: 3 clusters Score -1.7653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171642 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -17653006.000000 Penalty: 3917.899658
	Iteration 17Q: 3 clusters Score -1.765301e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171651 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -17653018.000000 Penalty: 3917.899658
	Iteration 18Q: 3 clusters Score -1.765302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171655 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -17653030.000000 Penalty: 3917.899658
	Iteration 19Q: 3 clusters Score -1.765303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171659 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -17653030.000000 Penalty: 3917.899658
	Iteration 20F: 3 clusters Score -1.765303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171661 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -17653036.000000 Penalty: 3917.899658
	Iteration 21Q: 3 clusters Score -1.765304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171664 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -17653034.000000 Penalty: 3917.899658
	Iteration 22Q: 3 clusters Score -1.765303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171666 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -17653026.000000 Penalty: 3917.899658
	Iteration 23Q: 3 clusters Score -1.765303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171665 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -17653024.000000 Penalty: 3917.899658
	Iteration 24Q: 3 clusters Score -1.765302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171665 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -17653024.000000 Penalty: 3917.899658
	Iteration 25Q: 3 clusters Score -1.765302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171667 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -17653028.000000 Penalty: 3917.899658
	Iteration 26Q: 3 clusters Score -1.765303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171666 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -17653028.000000 Penalty: 3917.899658
	Iteration 27Q: 3 clusters Score -1.765303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171665 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -17653024.000000 Penalty: 3917.899658
	Iteration 28Q: 3 clusters Score -1.765302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171665 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -17653024.000000 Penalty: 3917.899658
	Iteration 29F: 3 clusters Score -1.765302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145896 members 
Mstep: Class 6 contains 80966 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150533 members 
Mstep: Class 11 contains 171270 members 
Mstep: Class 12 contains 14785 members 
Mstep: Class 13 contains 160698 members 
Mstep: Class 14 contains 117058 members 
Mstep: Class 15 contains 15339 members 
Mstep: Class 16 contains 19565 members 
Mstep: Class 17 contains 52695 members 
Mstep: Class 18 contains 12946 members 
Mstep: Class 19 contains 156904 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961448.000000 Penalty: 38861.996094
Iteration 319Q: 18 clusters Score -1.279614e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145890 members 
Mstep: Class 6 contains 80971 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150532 members 
Mstep: Class 11 contains 171276 members 
Mstep: Class 12 contains 14785 members 
Mstep: Class 13 contains 160702 members 
Mstep: Class 14 contains 117058 members 
Mstep: Class 15 contains 15340 members 
Mstep: Class 16 contains 19563 members 
Mstep: Class 17 contains 52694 members 
Mstep: Class 18 contains 12940 members 
Mstep: Class 19 contains 156905 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961456.000000 Penalty: 38861.996094
Iteration 320F: 18 clusters Score -1.279615e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145886 members 
Mstep: Class 6 contains 80970 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150531 members 
Mstep: Class 11 contains 171286 members 
Mstep: Class 12 contains 14785 members 
Mstep: Class 13 contains 160704 members 
Mstep: Class 14 contains 117057 members 
Mstep: Class 15 contains 15342 members 
Mstep: Class 16 contains 19561 members 
Mstep: Class 17 contains 52694 members 
Mstep: Class 18 contains 12936 members 
Mstep: Class 19 contains 156905 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961408.000000 Penalty: 38861.996094
Iteration 321Q: 18 clusters Score -1.279614e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145882 members 
Mstep: Class 6 contains 80970 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150531 members 
Mstep: Class 11 contains 171294 members 
Mstep: Class 12 contains 14785 members 
Mstep: Class 13 contains 160708 members 
Mstep: Class 14 contains 117053 members 
Mstep: Class 15 contains 15342 members 
Mstep: Class 16 contains 19561 members 
Mstep: Class 17 contains 52692 members 
Mstep: Class 18 contains 12934 members 
Mstep: Class 19 contains 156904 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961432.000000 Penalty: 38861.996094
Iteration 322Q: 18 clusters Score -1.279614e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145882 members 
Mstep: Class 6 contains 80969 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150532 members 
Mstep: Class 11 contains 171303 members 
Mstep: Class 12 contains 14785 members 
Mstep: Class 13 contains 160708 members 
Mstep: Class 14 contains 117053 members 
Mstep: Class 15 contains 15342 members 
Mstep: Class 16 contains 19560 members 
Mstep: Class 17 contains 52690 members 
Mstep: Class 18 contains 12931 members 
Mstep: Class 19 contains 156904 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961392.000000 Penalty: 38861.996094
Iteration 323Q: 18 clusters Score -1.279614e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145879 members 
Mstep: Class 6 contains 80968 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150532 members 
Mstep: Class 11 contains 171311 members 
Mstep: Class 12 contains 14785 members 
Mstep: Class 13 contains 160712 members 
Mstep: Class 14 contains 117054 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 19559 members 
Mstep: Class 17 contains 52690 members 
Mstep: Class 18 contains 12930 members 
Mstep: Class 19 contains 156899 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961480.000000 Penalty: 38861.996094
Iteration 324Q: 18 clusters Score -1.279615e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145875 members 
Mstep: Class 6 contains 80966 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150530 members 
Mstep: Class 11 contains 171322 members 
Mstep: Class 12 contains 14785 members 
Mstep: Class 13 contains 160712 members 
Mstep: Class 14 contains 117056 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 19558 members 
Mstep: Class 17 contains 52689 members 
Mstep: Class 18 contains 12929 members 
Mstep: Class 19 contains 156898 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961448.000000 Penalty: 38861.996094
Iteration 325Q: 18 clusters Score -1.279614e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145871 members 
Mstep: Class 6 contains 80959 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150530 members 
Mstep: Class 11 contains 171335 members 
Mstep: Class 12 contains 14785 members 
Mstep: Class 13 contains 160716 members 
Mstep: Class 14 contains 117055 members 
Mstep: Class 15 contains 15345 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 52689 members 
Mstep: Class 18 contains 12929 members 
Mstep: Class 19 contains 156896 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961400.000000 Penalty: 38861.996094
Iteration 326Q: 18 clusters Score -1.279614e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145865 members 
Mstep: Class 6 contains 80953 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150529 members 
Mstep: Class 11 contains 171348 members 
Mstep: Class 12 contains 14785 members 
Mstep: Class 13 contains 160717 members 
Mstep: Class 14 contains 117055 members 
Mstep: Class 15 contains 15345 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 52689 members 
Mstep: Class 18 contains 12929 members 
Mstep: Class 19 contains 156896 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961408.000000 Penalty: 38861.996094
Iteration 327Q: 18 clusters Score -1.279614e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145864 members 
Mstep: Class 6 contains 80949 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150528 members 
Mstep: Class 11 contains 171357 members 
Mstep: Class 12 contains 14785 members 
Mstep: Class 13 contains 160718 members 
Mstep: Class 14 contains 117054 members 
Mstep: Class 15 contains 15345 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 52689 members 
Mstep: Class 18 contains 12929 members 
Mstep: Class 19 contains 156894 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961360.000000 Penalty: 38861.996094
Iteration 328Q: 18 clusters Score -1.279614e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145859 members 
Mstep: Class 6 contains 80942 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 150527 members 
Mstep: Class 11 contains 171368 members 
Mstep: Class 12 contains 14785 members 
Mstep: Class 13 contains 160724 members 
Mstep: Class 14 contains 117054 members 
Mstep: Class 15 contains 15345 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 52688 members 
Mstep: Class 18 contains 12929 members 
Mstep: Class 19 contains 156891 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961360.000000 Penalty: 38861.996094
Iteration 329Q: 18 clusters Score -1.279614e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145858 members 
Mstep: Class 6 contains 80936 members 
Mstep: Class 8 contains 4305 members 
Mstep: Class 9 contains 150526 members 
Mstep: Class 11 contains 171377 members 
Mstep: Class 12 contains 14784 members 
Mstep: Class 13 contains 160726 members 
Mstep: Class 14 contains 117054 members 
Mstep: Class 15 contains 15345 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 52688 members 
Mstep: Class 18 contains 12929 members 
Mstep: Class 19 contains 156890 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961424.000000 Penalty: 38861.996094
Iteration 330Q: 18 clusters Score -1.279614e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145855 members 
Mstep: Class 6 contains 80940 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150525 members 
Mstep: Class 11 contains 171382 members 
Mstep: Class 12 contains 14783 members 
Mstep: Class 13 contains 160728 members 
Mstep: Class 14 contains 117053 members 
Mstep: Class 15 contains 15345 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 52688 members 
Mstep: Class 18 contains 12929 members 
Mstep: Class 19 contains 156888 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961344.000000 Penalty: 38861.996094
Iteration 331Q: 18 clusters Score -1.279613e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145852 members 
Mstep: Class 6 contains 80940 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150526 members 
Mstep: Class 11 contains 171388 members 
Mstep: Class 12 contains 14783 members 
Mstep: Class 13 contains 160727 members 
Mstep: Class 14 contains 117051 members 
Mstep: Class 15 contains 15345 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 52689 members 
Mstep: Class 18 contains 12928 members 
Mstep: Class 19 contains 156887 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961328.000000 Penalty: 38861.996094
Iteration 332Q: 18 clusters Score -1.279613e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145846 members 
Mstep: Class 6 contains 80947 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150525 members 
Mstep: Class 11 contains 171394 members 
Mstep: Class 12 contains 14783 members 
Mstep: Class 13 contains 160728 members 
Mstep: Class 14 contains 117048 members 
Mstep: Class 15 contains 15345 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 52688 members 
Mstep: Class 18 contains 12926 members 
Mstep: Class 19 contains 156885 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961384.000000 Penalty: 38861.996094
Iteration 333Q: 18 clusters Score -1.279614e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145841 members 
Mstep: Class 6 contains 80953 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150523 members 
Mstep: Class 11 contains 171398 members 
Mstep: Class 12 contains 14783 members 
Mstep: Class 13 contains 160727 members 
Mstep: Class 14 contains 117048 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 52687 members 
Mstep: Class 18 contains 12924 members 
Mstep: Class 19 contains 156885 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961448.000000 Penalty: 38861.996094
Iteration 334Q: 18 clusters Score -1.279614e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145835 members 
Mstep: Class 6 contains 80962 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150517 members 
Mstep: Class 11 contains 171403 members 
Mstep: Class 12 contains 14784 members 
Mstep: Class 13 contains 160728 members 
Mstep: Class 14 contains 117048 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 52685 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 156885 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961360.000000 Penalty: 38861.996094
Iteration 335Q: 18 clusters Score -1.279614e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145831 members 
Mstep: Class 6 contains 80968 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150515 members 
Mstep: Class 11 contains 171404 members 
Mstep: Class 12 contains 14783 members 
Mstep: Class 13 contains 160730 members 
Mstep: Class 14 contains 117048 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 52683 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 156885 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961408.000000 Penalty: 38861.996094
Iteration 336Q: 18 clusters Score -1.279614e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145827 members 
Mstep: Class 6 contains 80971 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150512 members 
Mstep: Class 11 contains 171413 members 
Mstep: Class 12 contains 14782 members 
Mstep: Class 13 contains 160731 members 
Mstep: Class 14 contains 117048 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 52683 members 
Mstep: Class 18 contains 12916 members 
Mstep: Class 19 contains 156883 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961456.000000 Penalty: 38861.996094
Iteration 337Q: 18 clusters Score -1.279615e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145823 members 
Mstep: Class 6 contains 80967 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150514 members 
Mstep: Class 11 contains 171427 members 
Mstep: Class 12 contains 14781 members 
Mstep: Class 13 contains 160726 members 
Mstep: Class 14 contains 117048 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 52682 members 
Mstep: Class 18 contains 12915 members 
Mstep: Class 19 contains 156883 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961456.000000 Penalty: 38861.996094
Iteration 338Q: 18 clusters Score -1.279615e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145812 members 
Mstep: Class 6 contains 80977 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150515 members 
Mstep: Class 11 contains 171434 members 
Mstep: Class 12 contains 14781 members 
Mstep: Class 13 contains 160728 members 
Mstep: Class 14 contains 117048 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 52679 members 
Mstep: Class 18 contains 12909 members 
Mstep: Class 19 contains 156880 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961456.000000 Penalty: 38861.996094
Iteration 339Q: 18 clusters Score -1.279615e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145809 members 
Mstep: Class 6 contains 80984 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150517 members 
Mstep: Class 11 contains 171443 members 
Mstep: Class 12 contains 14780 members 
Mstep: Class 13 contains 160728 members 
Mstep: Class 14 contains 117047 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 52677 members 
Mstep: Class 18 contains 12899 members 
Mstep: Class 19 contains 156880 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961480.000000 Penalty: 38861.996094
Iteration 340F: 18 clusters Score -1.279615e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145804 members 
Mstep: Class 6 contains 80981 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150521 members 
Mstep: Class 11 contains 171459 members 
Mstep: Class 12 contains 14779 members 
Mstep: Class 13 contains 160727 members 
Mstep: Class 14 contains 117048 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 52676 members 
Mstep: Class 18 contains 12894 members 
Mstep: Class 19 contains 156875 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961416.000000 Penalty: 38861.996094
Iteration 341Q: 18 clusters Score -1.279614e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145799 members 
Mstep: Class 6 contains 80986 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150526 members 
Mstep: Class 11 contains 171468 members 
Mstep: Class 12 contains 14776 members 
Mstep: Class 13 contains 160733 members 
Mstep: Class 14 contains 117050 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 52676 members 
Mstep: Class 18 contains 12888 members 
Mstep: Class 19 contains 156867 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961344.000000 Penalty: 38861.996094
Iteration 342Q: 18 clusters Score -1.279613e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145798 members 
Mstep: Class 6 contains 80994 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150527 members 
Mstep: Class 11 contains 171478 members 
Mstep: Class 12 contains 14776 members 
Mstep: Class 13 contains 160736 members 
Mstep: Class 14 contains 117050 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 52674 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 156860 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961432.000000 Penalty: 38861.996094
Iteration 343Q: 18 clusters Score -1.279614e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145798 members 
Mstep: Class 6 contains 80992 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150530 members 
Mstep: Class 11 contains 171484 members 
Mstep: Class 12 contains 14776 members 
Mstep: Class 13 contains 160739 members 
Mstep: Class 14 contains 117053 members 
Mstep: Class 15 contains 15345 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 52673 members 
Mstep: Class 18 contains 12876 members 
Mstep: Class 19 contains 156857 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961512.000000 Penalty: 38861.996094
Iteration 344Q: 18 clusters Score -1.279615e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145794 members 
Mstep: Class 6 contains 80996 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150528 members 
Mstep: Class 11 contains 171494 members 
Mstep: Class 12 contains 14776 members 
Mstep: Class 13 contains 160742 members 
Mstep: Class 14 contains 117050 members 
Mstep: Class 15 contains 15345 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 52674 members 
Mstep: Class 18 contains 12873 members 
Mstep: Class 19 contains 156850 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961520.000000 Penalty: 38861.996094
Iteration 345Q: 18 clusters Score -1.279615e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145788 members 
Mstep: Class 6 contains 80992 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150525 members 
Mstep: Class 11 contains 171512 members 
Mstep: Class 12 contains 14778 members 
Mstep: Class 13 contains 160745 members 
Mstep: Class 14 contains 117049 members 
Mstep: Class 15 contains 15345 members 
Mstep: Class 16 contains 19555 members 
Mstep: Class 17 contains 52671 members 
Mstep: Class 18 contains 12870 members 
Mstep: Class 19 contains 156847 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961512.000000 Penalty: 38861.996094
Iteration 346Q: 18 clusters Score -1.279615e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145780 members 
Mstep: Class 6 contains 80992 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150521 members 
Mstep: Class 11 contains 171526 members 
Mstep: Class 12 contains 14777 members 
Mstep: Class 13 contains 160749 members 
Mstep: Class 14 contains 117049 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 52673 members 
Mstep: Class 18 contains 12866 members 
Mstep: Class 19 contains 156845 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961472.000000 Penalty: 38861.996094
Iteration 347Q: 18 clusters Score -1.279615e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145772 members 
Mstep: Class 6 contains 80993 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150515 members 
Mstep: Class 11 contains 171549 members 
Mstep: Class 12 contains 14777 members 
Mstep: Class 13 contains 160751 members 
Mstep: Class 14 contains 117049 members 
Mstep: Class 15 contains 15342 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 52673 members 
Mstep: Class 18 contains 12862 members 
Mstep: Class 19 contains 156839 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961512.000000 Penalty: 38861.996094
Iteration 348Q: 18 clusters Score -1.279615e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145763 members 
Mstep: Class 6 contains 80998 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150513 members 
Mstep: Class 11 contains 171566 members 
Mstep: Class 12 contains 14777 members 
Mstep: Class 13 contains 160751 members 
Mstep: Class 14 contains 117047 members 
Mstep: Class 15 contains 15339 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 52671 members 
Mstep: Class 18 contains 12860 members 
Mstep: Class 19 contains 156837 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961496.000000 Penalty: 38861.996094
Iteration 349Q: 18 clusters Score -1.279615e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145758 members 
Mstep: Class 6 contains 81001 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150512 members 
Mstep: Class 11 contains 171580 members 
Mstep: Class 12 contains 14777 members 
Mstep: Class 13 contains 160748 members 
Mstep: Class 14 contains 117044 members 
Mstep: Class 15 contains 15339 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 52671 members 
Mstep: Class 18 contains 12857 members 
Mstep: Class 19 contains 156833 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961504.000000 Penalty: 38861.996094
Iteration 350Q: 18 clusters Score -1.279615e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145751 members 
Mstep: Class 6 contains 81007 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150511 members 
Mstep: Class 11 contains 171592 members 
Mstep: Class 12 contains 14777 members 
Mstep: Class 13 contains 160749 members 
Mstep: Class 14 contains 117039 members 
Mstep: Class 15 contains 15337 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 52668 members 
Mstep: Class 18 contains 12855 members 
Mstep: Class 19 contains 156830 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961552.000000 Penalty: 38861.996094
Iteration 351Q: 18 clusters Score -1.279616e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145744 members 
Mstep: Class 6 contains 81011 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150512 members 
Mstep: Class 11 contains 171606 members 
Mstep: Class 12 contains 14777 members 
Mstep: Class 13 contains 160750 members 
Mstep: Class 14 contains 117037 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 52668 members 
Mstep: Class 18 contains 12853 members 
Mstep: Class 19 contains 156823 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961512.000000 Penalty: 38861.996094
Iteration 352Q: 18 clusters Score -1.279615e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145734 members 
Mstep: Class 6 contains 81016 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150510 members 
Mstep: Class 11 contains 171619 members 
Mstep: Class 12 contains 14778 members 
Mstep: Class 13 contains 160749 members 
Mstep: Class 14 contains 117036 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 52668 members 
Mstep: Class 18 contains 12852 members 
Mstep: Class 19 contains 156817 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961432.000000 Penalty: 38861.996094
Iteration 353Q: 18 clusters Score -1.279614e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145730 members 
Mstep: Class 6 contains 81017 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150510 members 
Mstep: Class 11 contains 171626 members 
Mstep: Class 12 contains 14778 members 
Mstep: Class 13 contains 160748 members 
Mstep: Class 14 contains 117035 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 52667 members 
Mstep: Class 18 contains 12852 members 
Mstep: Class 19 contains 156818 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961440.000000 Penalty: 38861.996094
Iteration 354Q: 18 clusters Score -1.279614e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145726 members 
Mstep: Class 6 contains 81020 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150510 members 
Mstep: Class 11 contains 171629 members 
Mstep: Class 12 contains 14778 members 
Mstep: Class 13 contains 160745 members 
Mstep: Class 14 contains 117035 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 52667 members 
Mstep: Class 18 contains 12852 members 
Mstep: Class 19 contains 156819 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961488.000000 Penalty: 38861.996094
Iteration 355Q: 18 clusters Score -1.279615e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145724 members 
Mstep: Class 6 contains 81020 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150509 members 
Mstep: Class 11 contains 171630 members 
Mstep: Class 12 contains 14778 members 
Mstep: Class 13 contains 160743 members 
Mstep: Class 14 contains 117034 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 52669 members 
Mstep: Class 18 contains 12852 members 
Mstep: Class 19 contains 156821 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961496.000000 Penalty: 38861.996094
Iteration 356Q: 18 clusters Score -1.279615e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145721 members 
Mstep: Class 6 contains 81019 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150507 members 
Mstep: Class 11 contains 171635 members 
Mstep: Class 12 contains 14778 members 
Mstep: Class 13 contains 160741 members 
Mstep: Class 14 contains 117032 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 52670 members 
Mstep: Class 18 contains 12852 members 
Mstep: Class 19 contains 156824 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961480.000000 Penalty: 38861.996094
Iteration 357Q: 18 clusters Score -1.279615e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145715 members 
Mstep: Class 6 contains 81018 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150506 members 
Mstep: Class 11 contains 171640 members 
Mstep: Class 12 contains 14778 members 
Mstep: Class 13 contains 160744 members 
Mstep: Class 14 contains 117029 members 
Mstep: Class 15 contains 15335 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 52672 members 
Mstep: Class 18 contains 12851 members 
Mstep: Class 19 contains 156827 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961480.000000 Penalty: 38861.996094
Iteration 358Q: 18 clusters Score -1.279615e+08 nChanged 10
Entering ConstructFrom: 
Score: -127961480.000000 Penalty: 38861.996094
Entering ConstructFrom: 
Trying to split cluster 1 (1961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Entering Unmasked Estep 
Score: -170971.921875 Penalty: 1231.946533
	Iteration 0F: 2 clusters Score -170971.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -169001.421875 Penalty: 2463.893066
	Iteration 0F: 3 clusters Score -169001.4 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -169582.953125 Penalty: 2463.893066
	Iteration 1F: 3 clusters Score -169583 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -169724.500000 Penalty: 2463.893066
	Iteration 2F: 3 clusters Score -169724.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -169833.515625 Penalty: 2463.893066
	Iteration 3F: 3 clusters Score -169833.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -169998.125000 Penalty: 2463.893066
	Iteration 4Q: 3 clusters Score -169998.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -170097.312500 Penalty: 2463.893066
	Iteration 5Q: 3 clusters Score -170097.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -170158.906250 Penalty: 2463.893066
	Iteration 6Q: 3 clusters Score -170158.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -170184.921875 Penalty: 2463.893066
	Iteration 7Q: 3 clusters Score -170184.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -170209.828125 Penalty: 2463.893066
	Iteration 8Q: 3 clusters Score -170209.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -170222.593750 Penalty: 2463.893066
	Iteration 9Q: 3 clusters Score -170222.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -170229.812500 Penalty: 2463.893066
	Iteration 10Q: 3 clusters Score -170229.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -170237.015625 Penalty: 2463.893066
	Iteration 11Q: 3 clusters Score -170237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -170243.171875 Penalty: 2463.893066
	Iteration 12Q: 3 clusters Score -170243.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -170249.984375 Penalty: 2463.893066
	Iteration 13Q: 3 clusters Score -170250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -170252.156250 Penalty: 2463.893066
	Iteration 14Q: 3 clusters Score -170252.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -170254.046875 Penalty: 2463.893066
	Iteration 15Q: 3 clusters Score -170254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -170255.156250 Penalty: 2463.893066
	Iteration 16Q: 3 clusters Score -170255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -170257.453125 Penalty: 2463.893066
	Iteration 17Q: 3 clusters Score -170257.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -170258.859375 Penalty: 2463.893066
	Iteration 18Q: 3 clusters Score -170258.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -170259.109375 Penalty: 2463.893066
	Iteration 19Q: 3 clusters Score -170259.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -170259.109375 Penalty: 2463.893066
	Iteration 20F: 3 clusters Score -170259.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Entering Unmasked Estep 
Score: -310463.031250 Penalty: 1319.014771
	Iteration 0F: 2 clusters Score -310463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -307525.906250 Penalty: 2638.029541
	Iteration 0F: 3 clusters Score -307525.9 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -308409.093750 Penalty: 2638.029541
	Iteration 1F: 3 clusters Score -308409.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -308754.687500 Penalty: 2638.029541
	Iteration 2F: 3 clusters Score -308754.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -309008.437500 Penalty: 2638.029541
	Iteration 3F: 3 clusters Score -309008.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -309207.812500 Penalty: 2638.029541
	Iteration 4F: 3 clusters Score -309207.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -309337.656250 Penalty: 2638.029541
	Iteration 5F: 3 clusters Score -309337.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -309433.937500 Penalty: 2638.029541
	Iteration 6Q: 3 clusters Score -309433.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -309498.062500 Penalty: 2638.029541
	Iteration 7Q: 3 clusters Score -309498.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -309537.468750 Penalty: 2638.029541
	Iteration 8Q: 3 clusters Score -309537.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -309568.437500 Penalty: 2638.029541
	Iteration 9Q: 3 clusters Score -309568.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -309594.250000 Penalty: 2638.029541
	Iteration 10Q: 3 clusters Score -309594.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -309620.125000 Penalty: 2638.029541
	Iteration 11Q: 3 clusters Score -309620.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -309645.906250 Penalty: 2638.029541
	Iteration 12Q: 3 clusters Score -309645.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -309673.250000 Penalty: 2638.029541
	Iteration 13Q: 3 clusters Score -309673.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -309700.562500 Penalty: 2638.029541
	Iteration 14Q: 3 clusters Score -309700.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -309721.000000 Penalty: 2638.029541
	Iteration 15Q: 3 clusters Score -309721 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -309741.687500 Penalty: 2638.029541
	Iteration 16Q: 3 clusters Score -309741.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -309757.937500 Penalty: 2638.029541
	Iteration 17Q: 3 clusters Score -309757.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -309775.875000 Penalty: 2638.029541
	Iteration 18Q: 3 clusters Score -309775.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -309787.781250 Penalty: 2638.029541
	Iteration 19Q: 3 clusters Score -309787.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -309796.031250 Penalty: 2638.029541
	Iteration 20F: 3 clusters Score -309796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -309804.531250 Penalty: 2638.029541
	Iteration 21Q: 3 clusters Score -309804.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -309809.906250 Penalty: 2638.029541
	Iteration 22Q: 3 clusters Score -309809.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -309814.781250 Penalty: 2638.029541
	Iteration 23Q: 3 clusters Score -309814.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -309820.343750 Penalty: 2638.029541
	Iteration 24Q: 3 clusters Score -309820.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -309824.312500 Penalty: 2638.029541
	Iteration 25Q: 3 clusters Score -309824.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -309827.093750 Penalty: 2638.029541
	Iteration 26Q: 3 clusters Score -309827.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -309830.625000 Penalty: 2638.029541
	Iteration 27Q: 3 clusters Score -309830.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -309833.968750 Penalty: 2638.029541
	Iteration 28Q: 3 clusters Score -309834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -309837.343750 Penalty: 2638.029541
	Iteration 29Q: 3 clusters Score -309837.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -309839.281250 Penalty: 2638.029541
	Iteration 30Q: 3 clusters Score -309839.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -309840.093750 Penalty: 2638.029541
	Iteration 31Q: 3 clusters Score -309840.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -309840.156250 Penalty: 2638.029541
	Iteration 32Q: 3 clusters Score -309840.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -309841.375000 Penalty: 2638.029541
	Iteration 33Q: 3 clusters Score -309841.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -309842.000000 Penalty: 2638.029541
	Iteration 34Q: 3 clusters Score -309842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -309841.781250 Penalty: 2638.029541
	Iteration 35Q: 3 clusters Score -309841.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -309841.781250 Penalty: 2638.029541
	Iteration 36F: 3 clusters Score -309841.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (145713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145713 members 
Entering Unmasked Estep 
Score: -14810384.000000 Penalty: 1932.026489
	Iteration 0F: 2 clusters Score -1.481038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73096 members 
Mstep: Class 2 contains 72617 members 
Entering Unmasked Estep 
Score: -14713512.000000 Penalty: 3864.052979
	Iteration 0F: 3 clusters Score -1.471351e+07 nChanged 70175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77203 members 
Mstep: Class 2 contains 68510 members 
Entering Unmasked Estep 
Score: -14756011.000000 Penalty: 3864.052979
	Iteration 1F: 3 clusters Score -1.475601e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79584 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -14758473.000000 Penalty: 3864.052979
	Iteration 2Q: 3 clusters Score -1.475847e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82667 members 
Mstep: Class 2 contains 63046 members 
Entering Unmasked Estep 
Score: -14761941.000000 Penalty: 3864.052979
	Iteration 3Q: 3 clusters Score -1.476194e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86391 members 
Mstep: Class 2 contains 59322 members 
Entering Unmasked Estep 
Score: -14766854.000000 Penalty: 3864.052979
	Iteration 4F: 3 clusters Score -1.476685e+07 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90344 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -14772973.000000 Penalty: 3864.052979
	Iteration 5F: 3 clusters Score -1.477297e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93712 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -14779517.000000 Penalty: 3864.052979
	Iteration 6F: 3 clusters Score -1.477952e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96004 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -14785428.000000 Penalty: 3864.052979
	Iteration 7F: 3 clusters Score -1.478543e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97635 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -14788876.000000 Penalty: 3864.052979
	Iteration 8Q: 3 clusters Score -1.478888e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99091 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -14790562.000000 Penalty: 3864.052979
	Iteration 9Q: 3 clusters Score -1.479056e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100523 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -14791321.000000 Penalty: 3864.052979
	Iteration 10Q: 3 clusters Score -1.479132e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102031 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -14791847.000000 Penalty: 3864.052979
	Iteration 11Q: 3 clusters Score -1.479185e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103484 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -14792288.000000 Penalty: 3864.052979
	Iteration 12Q: 3 clusters Score -1.479229e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104972 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -14792746.000000 Penalty: 3864.052979
	Iteration 13Q: 3 clusters Score -1.479275e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106551 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -14793214.000000 Penalty: 3864.052979
	Iteration 14Q: 3 clusters Score -1.479321e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108210 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -14793644.000000 Penalty: 3864.052979
	Iteration 15Q: 3 clusters Score -1.479364e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109979 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -14794246.000000 Penalty: 3864.052979
	Iteration 16Q: 3 clusters Score -1.479425e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111806 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -14794786.000000 Penalty: 3864.052979
	Iteration 17Q: 3 clusters Score -1.479479e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113749 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -14795509.000000 Penalty: 3864.052979
	Iteration 18Q: 3 clusters Score -1.479551e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115751 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -14796239.000000 Penalty: 3864.052979
	Iteration 19Q: 3 clusters Score -1.479624e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117777 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -14796969.000000 Penalty: 3864.052979
	Iteration 20F: 3 clusters Score -1.479697e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119830 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -14797666.000000 Penalty: 3864.052979
	Iteration 21Q: 3 clusters Score -1.479767e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121981 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -14798379.000000 Penalty: 3864.052979
	Iteration 22Q: 3 clusters Score -1.479838e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124235 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -14799263.000000 Penalty: 3864.052979
	Iteration 23Q: 3 clusters Score -1.479926e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126460 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -14800176.000000 Penalty: 3864.052979
	Iteration 24Q: 3 clusters Score -1.480018e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128614 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -14801046.000000 Penalty: 3864.052979
	Iteration 25Q: 3 clusters Score -1.480105e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130738 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -14801948.000000 Penalty: 3864.052979
	Iteration 26Q: 3 clusters Score -1.480195e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132845 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -14802941.000000 Penalty: 3864.052979
	Iteration 27Q: 3 clusters Score -1.480294e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134845 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -14803879.000000 Penalty: 3864.052979
	Iteration 28Q: 3 clusters Score -1.480388e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136718 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -14804697.000000 Penalty: 3864.052979
	Iteration 29Q: 3 clusters Score -1.48047e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138367 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -14805474.000000 Penalty: 3864.052979
	Iteration 30Q: 3 clusters Score -1.480547e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139796 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -14806117.000000 Penalty: 3864.052979
	Iteration 31Q: 3 clusters Score -1.480612e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140999 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -14806694.000000 Penalty: 3864.052979
	Iteration 32Q: 3 clusters Score -1.480669e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141984 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -14807167.000000 Penalty: 3864.052979
	Iteration 33Q: 3 clusters Score -1.480717e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142735 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -14807524.000000 Penalty: 3864.052979
	Iteration 34Q: 3 clusters Score -1.480752e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143350 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -14807855.000000 Penalty: 3864.052979
	Iteration 35Q: 3 clusters Score -1.480786e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143805 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -14808104.000000 Penalty: 3864.052979
	Iteration 36Q: 3 clusters Score -1.48081e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144137 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -14808216.000000 Penalty: 3864.052979
	Iteration 37Q: 3 clusters Score -1.480822e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144380 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -14808338.000000 Penalty: 3864.052979
	Iteration 38Q: 3 clusters Score -1.480834e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144567 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -14808443.000000 Penalty: 3864.052979
	Iteration 39Q: 3 clusters Score -1.480844e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144694 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -14808513.000000 Penalty: 3864.052979
	Iteration 40F: 3 clusters Score -1.480851e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144791 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -14808540.000000 Penalty: 3864.052979
	Iteration 41Q: 3 clusters Score -1.480854e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144852 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -14808562.000000 Penalty: 3864.052979
	Iteration 42Q: 3 clusters Score -1.480856e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144894 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -14808582.000000 Penalty: 3864.052979
	Iteration 43Q: 3 clusters Score -1.480858e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144937 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -14808593.000000 Penalty: 3864.052979
	Iteration 44Q: 3 clusters Score -1.480859e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144981 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -14808618.000000 Penalty: 3864.052979
	Iteration 45Q: 3 clusters Score -1.480862e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145015 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -14808652.000000 Penalty: 3864.052979
	Iteration 46Q: 3 clusters Score -1.480865e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145045 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -14808672.000000 Penalty: 3864.052979
	Iteration 47Q: 3 clusters Score -1.480867e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145069 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -14808695.000000 Penalty: 3864.052979
	Iteration 48Q: 3 clusters Score -1.48087e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145094 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -14808707.000000 Penalty: 3864.052979
	Iteration 49Q: 3 clusters Score -1.480871e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145110 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -14808728.000000 Penalty: 3864.052979
	Iteration 50Q: 3 clusters Score -1.480873e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145124 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -14808751.000000 Penalty: 3864.052979
	Iteration 51Q: 3 clusters Score -1.480875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145133 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -14808747.000000 Penalty: 3864.052979
	Iteration 52Q: 3 clusters Score -1.480875e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145143 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -14808742.000000 Penalty: 3864.052979
	Iteration 53Q: 3 clusters Score -1.480874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145149 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -14808748.000000 Penalty: 3864.052979
	Iteration 54Q: 3 clusters Score -1.480875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145153 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -14808747.000000 Penalty: 3864.052979
	Iteration 55Q: 3 clusters Score -1.480875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145159 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -14808757.000000 Penalty: 3864.052979
	Iteration 56Q: 3 clusters Score -1.480876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145164 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -14808760.000000 Penalty: 3864.052979
	Iteration 57Q: 3 clusters Score -1.480876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145170 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -14808756.000000 Penalty: 3864.052979
	Iteration 58Q: 3 clusters Score -1.480876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145170 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -14808752.000000 Penalty: 3864.052979
	Iteration 59Q: 3 clusters Score -1.480875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145173 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -14808758.000000 Penalty: 3864.052979
	Iteration 60F: 3 clusters Score -1.480876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145178 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -14808761.000000 Penalty: 3864.052979
	Iteration 61Q: 3 clusters Score -1.480876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145181 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -14808760.000000 Penalty: 3864.052979
	Iteration 62Q: 3 clusters Score -1.480876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145186 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -14808771.000000 Penalty: 3864.052979
	Iteration 63Q: 3 clusters Score -1.480877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145194 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -14808774.000000 Penalty: 3864.052979
	Iteration 64Q: 3 clusters Score -1.480877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145198 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -14808777.000000 Penalty: 3864.052979
	Iteration 65Q: 3 clusters Score -1.480878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145200 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -14808779.000000 Penalty: 3864.052979
	Iteration 66Q: 3 clusters Score -1.480878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145205 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -14808784.000000 Penalty: 3864.052979
	Iteration 67Q: 3 clusters Score -1.480878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145212 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -14808780.000000 Penalty: 3864.052979
	Iteration 68Q: 3 clusters Score -1.480878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145215 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -14808785.000000 Penalty: 3864.052979
	Iteration 69Q: 3 clusters Score -1.480878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145217 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -14808784.000000 Penalty: 3864.052979
	Iteration 70Q: 3 clusters Score -1.480878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145221 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -14808788.000000 Penalty: 3864.052979
	Iteration 71Q: 3 clusters Score -1.480879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145224 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -14808793.000000 Penalty: 3864.052979
	Iteration 72Q: 3 clusters Score -1.480879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145224 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -14808799.000000 Penalty: 3864.052979
	Iteration 73Q: 3 clusters Score -1.48088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145225 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -14808791.000000 Penalty: 3864.052979
	Iteration 74Q: 3 clusters Score -1.480879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145225 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -14808800.000000 Penalty: 3864.052979
	Iteration 75Q: 3 clusters Score -1.48088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145224 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -14808795.000000 Penalty: 3864.052979
	Iteration 76Q: 3 clusters Score -1.48088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145224 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -14808799.000000 Penalty: 3864.052979
	Iteration 77Q: 3 clusters Score -1.48088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145225 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -14808791.000000 Penalty: 3864.052979
	Iteration 78Q: 3 clusters Score -1.480879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145225 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -14808791.000000 Penalty: 3864.052979
	Iteration 79F: 3 clusters Score -1.480879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (81019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81019 members 
Entering Unmasked Estep 
Score: -8324534.000000 Penalty: 1836.646240
	Iteration 0F: 2 clusters Score -8324534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -8270312.000000 Penalty: 3673.292480
	Iteration 0F: 3 clusters Score -8270312 nChanged 38835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -8292287.500000 Penalty: 3673.292480
	Iteration 1F: 3 clusters Score -8292288 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -8292837.000000 Penalty: 3673.292480
	Iteration 2Q: 3 clusters Score -8292837 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -8293565.000000 Penalty: 3673.292480
	Iteration 3Q: 3 clusters Score -8293565 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -8294807.000000 Penalty: 3673.292480
	Iteration 4Q: 3 clusters Score -8294807 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 52516 members 
Entering Unmasked Estep 
Score: -8297125.000000 Penalty: 3673.292480
	Iteration 5F: 3 clusters Score -8297125 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 58697 members 
Entering Unmasked Estep 
Score: -8301731.500000 Penalty: 3673.292480
	Iteration 6F: 3 clusters Score -8301732 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -8308604.500000 Penalty: 3673.292480
	Iteration 7F: 3 clusters Score -8308604 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 73313 members 
Entering Unmasked Estep 
Score: -8315833.000000 Penalty: 3673.292480
	Iteration 8F: 3 clusters Score -8315833 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 77817 members 
Entering Unmasked Estep 
Score: -8320340.000000 Penalty: 3673.292480
	Iteration 9F: 3 clusters Score -8320340 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
Score: -8322177.500000 Penalty: 3673.292480
	Iteration 10Q: 3 clusters Score -8322178 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 80417 members 
Entering Unmasked Estep 
Score: -8322724.500000 Penalty: 3673.292480
	Iteration 11Q: 3 clusters Score -8322724 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 80604 members 
Entering Unmasked Estep 
Score: -8322878.500000 Penalty: 3673.292480
	Iteration 12Q: 3 clusters Score -8322878 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 80653 members 
Entering Unmasked Estep 
Score: -8322950.000000 Penalty: 3673.292480
	Iteration 13Q: 3 clusters Score -8322950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 80678 members 
Entering Unmasked Estep 
Score: -8322988.500000 Penalty: 3673.292480
	Iteration 14Q: 3 clusters Score -8322988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 80688 members 
Entering Unmasked Estep 
Score: -8323001.500000 Penalty: 3673.292480
	Iteration 15Q: 3 clusters Score -8323002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 80689 members 
Entering Unmasked Estep 
Score: -8323016.500000 Penalty: 3673.292480
	Iteration 16Q: 3 clusters Score -8323016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 80695 members 
Entering Unmasked Estep 
Score: -8323022.500000 Penalty: 3673.292480
	Iteration 17Q: 3 clusters Score -8323022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 80694 members 
Entering Unmasked Estep 
Score: -8323022.000000 Penalty: 3673.292480
	Iteration 18Q: 3 clusters Score -8323022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 80694 members 
Entering Unmasked Estep 
Score: -8323030.000000 Penalty: 3673.292480
	Iteration 19Q: 3 clusters Score -8323030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 80693 members 
Entering Unmasked Estep 
Score: -8323034.500000 Penalty: 3673.292480
	Iteration 20F: 3 clusters Score -8323034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 80692 members 
Entering Unmasked Estep 
Score: -8323037.000000 Penalty: 3673.292480
	Iteration 21Q: 3 clusters Score -8323037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
Score: -8323046.000000 Penalty: 3673.292480
	Iteration 22Q: 3 clusters Score -8323046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 80688 members 
Entering Unmasked Estep 
Score: -8323043.500000 Penalty: 3673.292480
	Iteration 23Q: 3 clusters Score -8323044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 80688 members 
Entering Unmasked Estep 
Score: -8323044.500000 Penalty: 3673.292480
	Iteration 24Q: 3 clusters Score -8323044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 80688 members 
Entering Unmasked Estep 
Score: -8323050.500000 Penalty: 3673.292480
	Iteration 25Q: 3 clusters Score -8323050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
Score: -8323055.000000 Penalty: 3673.292480
	Iteration 26Q: 3 clusters Score -8323055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 80692 members 
Entering Unmasked Estep 
Score: -8323053.000000 Penalty: 3673.292480
	Iteration 27Q: 3 clusters Score -8323053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 80693 members 
Entering Unmasked Estep 
Score: -8323053.500000 Penalty: 3673.292480
	Iteration 28Q: 3 clusters Score -8323054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 80691 members 
Entering Unmasked Estep 
Score: -8323047.000000 Penalty: 3673.292480
	Iteration 29Q: 3 clusters Score -8323047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 80692 members 
Entering Unmasked Estep 
Score: -8323052.500000 Penalty: 3673.292480
	Iteration 30Q: 3 clusters Score -8323052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 80693 members 
Entering Unmasked Estep 
Score: -8323050.500000 Penalty: 3673.292480
	Iteration 31Q: 3 clusters Score -8323050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 80693 members 
Entering Unmasked Estep 
Score: -8323050.500000 Penalty: 3673.292480
	Iteration 32F: 3 clusters Score -8323050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Entering Unmasked Estep 
Score: -443742.406250 Penalty: 1359.686279
	Iteration 0F: 2 clusters Score -443742.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -440205.062500 Penalty: 2719.372559
	Iteration 0F: 3 clusters Score -440205.1 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -441158.468750 Penalty: 2719.372559
	Iteration 1F: 3 clusters Score -441158.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -441325.156250 Penalty: 2719.372559
	Iteration 2F: 3 clusters Score -441325.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -441494.906250 Penalty: 2719.372559
	Iteration 3F: 3 clusters Score -441494.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -441682.687500 Penalty: 2719.372559
	Iteration 4F: 3 clusters Score -441682.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -441900.062500 Penalty: 2719.372559
	Iteration 5F: 3 clusters Score -441900.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -442115.593750 Penalty: 2719.372559
	Iteration 6F: 3 clusters Score -442115.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -442315.343750 Penalty: 2719.372559
	Iteration 7F: 3 clusters Score -442315.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -442457.687500 Penalty: 2719.372559
	Iteration 8Q: 3 clusters Score -442457.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -442578.968750 Penalty: 2719.372559
	Iteration 9Q: 3 clusters Score -442579 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -442684.781250 Penalty: 2719.372559
	Iteration 10Q: 3 clusters Score -442684.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -442756.937500 Penalty: 2719.372559
	Iteration 11Q: 3 clusters Score -442756.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -442812.531250 Penalty: 2719.372559
	Iteration 12Q: 3 clusters Score -442812.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -442853.562500 Penalty: 2719.372559
	Iteration 13Q: 3 clusters Score -442853.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -442878.531250 Penalty: 2719.372559
	Iteration 14Q: 3 clusters Score -442878.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -442891.656250 Penalty: 2719.372559
	Iteration 15Q: 3 clusters Score -442891.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -442899.937500 Penalty: 2719.372559
	Iteration 16Q: 3 clusters Score -442899.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -442908.843750 Penalty: 2719.372559
	Iteration 17Q: 3 clusters Score -442908.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -442912.687500 Penalty: 2719.372559
	Iteration 18Q: 3 clusters Score -442912.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -442915.656250 Penalty: 2719.372559
	Iteration 19Q: 3 clusters Score -442915.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -442920.218750 Penalty: 2719.372559
	Iteration 20F: 3 clusters Score -442920.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -442924.500000 Penalty: 2719.372559
	Iteration 21Q: 3 clusters Score -442924.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -442927.375000 Penalty: 2719.372559
	Iteration 22Q: 3 clusters Score -442927.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -442927.750000 Penalty: 2719.372559
	Iteration 23Q: 3 clusters Score -442927.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -442929.656250 Penalty: 2719.372559
	Iteration 24Q: 3 clusters Score -442929.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -442929.187500 Penalty: 2719.372559
	Iteration 25Q: 3 clusters Score -442929.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -442929.625000 Penalty: 2719.372559
	Iteration 26Q: 3 clusters Score -442929.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -442929.843750 Penalty: 2719.372559
	Iteration 27Q: 3 clusters Score -442929.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -442931.062500 Penalty: 2719.372559
	Iteration 28Q: 3 clusters Score -442931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -442931.343750 Penalty: 2719.372559
	Iteration 29Q: 3 clusters Score -442931.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -442931.343750 Penalty: 2719.372559
	Iteration 30F: 3 clusters Score -442931.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (150505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150505 members 
Entering Unmasked Estep 
Score: -15161083.000000 Penalty: 1937.284668
	Iteration 0F: 2 clusters Score -1.516108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75130 members 
Mstep: Class 2 contains 75375 members 
Entering Unmasked Estep 
Score: -15060894.000000 Penalty: 3874.569336
	Iteration 0F: 3 clusters Score -1.506089e+07 nChanged 72440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75200 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -15105382.000000 Penalty: 3874.569336
	Iteration 1F: 3 clusters Score -1.510538e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75474 members 
Mstep: Class 2 contains 75031 members 
Entering Unmasked Estep 
Score: -15107362.000000 Penalty: 3874.569336
	Iteration 2Q: 3 clusters Score -1.510736e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75836 members 
Mstep: Class 2 contains 74669 members 
Entering Unmasked Estep 
Score: -15110088.000000 Penalty: 3874.569336
	Iteration 3Q: 3 clusters Score -1.511009e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76334 members 
Mstep: Class 2 contains 74171 members 
Entering Unmasked Estep 
Score: -15113668.000000 Penalty: 3874.569336
	Iteration 4Q: 3 clusters Score -1.511367e+07 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76728 members 
Mstep: Class 2 contains 73777 members 
Entering Unmasked Estep 
Score: -15118476.000000 Penalty: 3874.569336
	Iteration 5F: 3 clusters Score -1.511848e+07 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76944 members 
Mstep: Class 2 contains 73561 members 
Entering Unmasked Estep 
Score: -15125121.000000 Penalty: 3874.569336
	Iteration 6F: 3 clusters Score -1.512512e+07 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76994 members 
Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
Score: -15133827.000000 Penalty: 3874.569336
	Iteration 7F: 3 clusters Score -1.513383e+07 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77094 members 
Mstep: Class 2 contains 73411 members 
Entering Unmasked Estep 
Score: -15142995.000000 Penalty: 3874.569336
	Iteration 8F: 3 clusters Score -1.5143e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77493 members 
Mstep: Class 2 contains 73012 members 
Entering Unmasked Estep 
Score: -15149066.000000 Penalty: 3874.569336
	Iteration 9F: 3 clusters Score -1.514907e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78191 members 
Mstep: Class 2 contains 72314 members 
Entering Unmasked Estep 
Score: -15152376.000000 Penalty: 3874.569336
	Iteration 10Q: 3 clusters Score -1.515238e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 71572 members 
Entering Unmasked Estep 
Score: -15153979.000000 Penalty: 3874.569336
	Iteration 11Q: 3 clusters Score -1.515398e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79638 members 
Mstep: Class 2 contains 70867 members 
Entering Unmasked Estep 
Score: -15154889.000000 Penalty: 3874.569336
	Iteration 12Q: 3 clusters Score -1.515489e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80371 members 
Mstep: Class 2 contains 70134 members 
Entering Unmasked Estep 
Score: -15155379.000000 Penalty: 3874.569336
	Iteration 13Q: 3 clusters Score -1.515538e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81088 members 
Mstep: Class 2 contains 69417 members 
Entering Unmasked Estep 
Score: -15155761.000000 Penalty: 3874.569336
	Iteration 14Q: 3 clusters Score -1.515576e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81732 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
Score: -15155989.000000 Penalty: 3874.569336
	Iteration 15Q: 3 clusters Score -1.515599e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82322 members 
Mstep: Class 2 contains 68183 members 
Entering Unmasked Estep 
Score: -15156168.000000 Penalty: 3874.569336
	Iteration 16Q: 3 clusters Score -1.515617e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82830 members 
Mstep: Class 2 contains 67675 members 
Entering Unmasked Estep 
Score: -15156239.000000 Penalty: 3874.569336
	Iteration 17Q: 3 clusters Score -1.515624e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83276 members 
Mstep: Class 2 contains 67229 members 
Entering Unmasked Estep 
Score: -15156268.000000 Penalty: 3874.569336
	Iteration 18Q: 3 clusters Score -1.515627e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83693 members 
Mstep: Class 2 contains 66812 members 
Entering Unmasked Estep 
Score: -15156237.000000 Penalty: 3874.569336
	Iteration 19Q: 3 clusters Score -1.515624e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84083 members 
Mstep: Class 2 contains 66422 members 
Entering Unmasked Estep 
Score: -15156257.000000 Penalty: 3874.569336
	Iteration 20F: 3 clusters Score -1.515626e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84432 members 
Mstep: Class 2 contains 66073 members 
Entering Unmasked Estep 
Score: -15156322.000000 Penalty: 3874.569336
	Iteration 21Q: 3 clusters Score -1.515632e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84771 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -15156378.000000 Penalty: 3874.569336
	Iteration 22Q: 3 clusters Score -1.515638e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85108 members 
Mstep: Class 2 contains 65397 members 
Entering Unmasked Estep 
Score: -15156432.000000 Penalty: 3874.569336
	Iteration 23Q: 3 clusters Score -1.515643e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85410 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -15156448.000000 Penalty: 3874.569336
	Iteration 24Q: 3 clusters Score -1.515645e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85676 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -15156421.000000 Penalty: 3874.569336
	Iteration 25Q: 3 clusters Score -1.515642e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 64602 members 
Entering Unmasked Estep 
Score: -15156459.000000 Penalty: 3874.569336
	Iteration 26Q: 3 clusters Score -1.515646e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86109 members 
Mstep: Class 2 contains 64396 members 
Entering Unmasked Estep 
Score: -15156467.000000 Penalty: 3874.569336
	Iteration 27Q: 3 clusters Score -1.515647e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86282 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -15156439.000000 Penalty: 3874.569336
	Iteration 28Q: 3 clusters Score -1.515644e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86476 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -15156454.000000 Penalty: 3874.569336
	Iteration 29Q: 3 clusters Score -1.515645e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86654 members 
Mstep: Class 2 contains 63851 members 
Entering Unmasked Estep 
Score: -15156424.000000 Penalty: 3874.569336
	Iteration 30Q: 3 clusters Score -1.515642e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86813 members 
Mstep: Class 2 contains 63692 members 
Entering Unmasked Estep 
Score: -15156426.000000 Penalty: 3874.569336
	Iteration 31Q: 3 clusters Score -1.515643e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 63566 members 
Entering Unmasked Estep 
Score: -15156412.000000 Penalty: 3874.569336
	Iteration 32Q: 3 clusters Score -1.515641e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87048 members 
Mstep: Class 2 contains 63457 members 
Entering Unmasked Estep 
Score: -15156431.000000 Penalty: 3874.569336
	Iteration 33Q: 3 clusters Score -1.515643e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 63353 members 
Entering Unmasked Estep 
Score: -15156432.000000 Penalty: 3874.569336
	Iteration 34Q: 3 clusters Score -1.515643e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87256 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -15156420.000000 Penalty: 3874.569336
	Iteration 35Q: 3 clusters Score -1.515642e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87342 members 
Mstep: Class 2 contains 63163 members 
Entering Unmasked Estep 
Score: -15156427.000000 Penalty: 3874.569336
	Iteration 36Q: 3 clusters Score -1.515643e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 63086 members 
Entering Unmasked Estep 
Score: -15156415.000000 Penalty: 3874.569336
	Iteration 37Q: 3 clusters Score -1.515642e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87491 members 
Mstep: Class 2 contains 63014 members 
Entering Unmasked Estep 
Score: -15156419.000000 Penalty: 3874.569336
	Iteration 38Q: 3 clusters Score -1.515642e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87549 members 
Mstep: Class 2 contains 62956 members 
Entering Unmasked Estep 
Score: -15156431.000000 Penalty: 3874.569336
	Iteration 39Q: 3 clusters Score -1.515643e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87609 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -15156429.000000 Penalty: 3874.569336
	Iteration 40F: 3 clusters Score -1.515643e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87659 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -15156413.000000 Penalty: 3874.569336
	Iteration 41Q: 3 clusters Score -1.515641e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87710 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -15156408.000000 Penalty: 3874.569336
	Iteration 42Q: 3 clusters Score -1.515641e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87755 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -15156433.000000 Penalty: 3874.569336
	Iteration 43Q: 3 clusters Score -1.515643e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87808 members 
Mstep: Class 2 contains 62697 members 
Entering Unmasked Estep 
Score: -15156436.000000 Penalty: 3874.569336
	Iteration 44Q: 3 clusters Score -1.515644e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87843 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -15156429.000000 Penalty: 3874.569336
	Iteration 45Q: 3 clusters Score -1.515643e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87886 members 
Mstep: Class 2 contains 62619 members 
Entering Unmasked Estep 
Score: -15156435.000000 Penalty: 3874.569336
	Iteration 46Q: 3 clusters Score -1.515644e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87921 members 
Mstep: Class 2 contains 62584 members 
Entering Unmasked Estep 
Score: -15156438.000000 Penalty: 3874.569336
	Iteration 47Q: 3 clusters Score -1.515644e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87954 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
Score: -15156415.000000 Penalty: 3874.569336
	Iteration 48Q: 3 clusters Score -1.515642e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87986 members 
Mstep: Class 2 contains 62519 members 
Entering Unmasked Estep 
Score: -15156420.000000 Penalty: 3874.569336
	Iteration 49Q: 3 clusters Score -1.515642e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88012 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -15156428.000000 Penalty: 3874.569336
	Iteration 50Q: 3 clusters Score -1.515643e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88042 members 
Mstep: Class 2 contains 62463 members 
Entering Unmasked Estep 
Score: -15156429.000000 Penalty: 3874.569336
	Iteration 51Q: 3 clusters Score -1.515643e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88068 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -15156432.000000 Penalty: 3874.569336
	Iteration 52Q: 3 clusters Score -1.515643e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88095 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -15156433.000000 Penalty: 3874.569336
	Iteration 53Q: 3 clusters Score -1.515643e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88118 members 
Mstep: Class 2 contains 62387 members 
Entering Unmasked Estep 
Score: -15156423.000000 Penalty: 3874.569336
	Iteration 54Q: 3 clusters Score -1.515642e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88145 members 
Mstep: Class 2 contains 62360 members 
Entering Unmasked Estep 
Score: -15156429.000000 Penalty: 3874.569336
	Iteration 55Q: 3 clusters Score -1.515643e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88168 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -15156420.000000 Penalty: 3874.569336
	Iteration 56Q: 3 clusters Score -1.515642e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88188 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -15156430.000000 Penalty: 3874.569336
	Iteration 57Q: 3 clusters Score -1.515643e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88203 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -15156439.000000 Penalty: 3874.569336
	Iteration 58Q: 3 clusters Score -1.515644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88219 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -15156446.000000 Penalty: 3874.569336
	Iteration 59Q: 3 clusters Score -1.515645e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88236 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -15156436.000000 Penalty: 3874.569336
	Iteration 60F: 3 clusters Score -1.515644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88252 members 
Mstep: Class 2 contains 62253 members 
Entering Unmasked Estep 
Score: -15156439.000000 Penalty: 3874.569336
	Iteration 61Q: 3 clusters Score -1.515644e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88273 members 
Mstep: Class 2 contains 62232 members 
Entering Unmasked Estep 
Score: -15156438.000000 Penalty: 3874.569336
	Iteration 62Q: 3 clusters Score -1.515644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88289 members 
Mstep: Class 2 contains 62216 members 
Entering Unmasked Estep 
Score: -15156443.000000 Penalty: 3874.569336
	Iteration 63Q: 3 clusters Score -1.515644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88305 members 
Mstep: Class 2 contains 62200 members 
Entering Unmasked Estep 
Score: -15156443.000000 Penalty: 3874.569336
	Iteration 64Q: 3 clusters Score -1.515644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88318 members 
Mstep: Class 2 contains 62187 members 
Entering Unmasked Estep 
Score: -15156438.000000 Penalty: 3874.569336
	Iteration 65Q: 3 clusters Score -1.515644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88330 members 
Mstep: Class 2 contains 62175 members 
Entering Unmasked Estep 
Score: -15156441.000000 Penalty: 3874.569336
	Iteration 66Q: 3 clusters Score -1.515644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88341 members 
Mstep: Class 2 contains 62164 members 
Entering Unmasked Estep 
Score: -15156439.000000 Penalty: 3874.569336
	Iteration 67Q: 3 clusters Score -1.515644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88354 members 
Mstep: Class 2 contains 62151 members 
Entering Unmasked Estep 
Score: -15156433.000000 Penalty: 3874.569336
	Iteration 68Q: 3 clusters Score -1.515643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88364 members 
Mstep: Class 2 contains 62141 members 
Entering Unmasked Estep 
Score: -15156418.000000 Penalty: 3874.569336
	Iteration 69Q: 3 clusters Score -1.515642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88371 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -15156430.000000 Penalty: 3874.569336
	Iteration 70Q: 3 clusters Score -1.515643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88373 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -15156432.000000 Penalty: 3874.569336
	Iteration 71Q: 3 clusters Score -1.515643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88375 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
Score: -15156428.000000 Penalty: 3874.569336
	Iteration 72Q: 3 clusters Score -1.515643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88376 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -15156437.000000 Penalty: 3874.569336
	Iteration 73Q: 3 clusters Score -1.515644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88379 members 
Mstep: Class 2 contains 62126 members 
Entering Unmasked Estep 
Score: -15156437.000000 Penalty: 3874.569336
	Iteration 74Q: 3 clusters Score -1.515644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88380 members 
Mstep: Class 2 contains 62125 members 
Entering Unmasked Estep 
Score: -15156440.000000 Penalty: 3874.569336
	Iteration 75Q: 3 clusters Score -1.515644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88382 members 
Mstep: Class 2 contains 62123 members 
Entering Unmasked Estep 
Score: -15156432.000000 Penalty: 3874.569336
	Iteration 76Q: 3 clusters Score -1.515643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88386 members 
Mstep: Class 2 contains 62119 members 
Entering Unmasked Estep 
Score: -15156430.000000 Penalty: 3874.569336
	Iteration 77Q: 3 clusters Score -1.515643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88391 members 
Mstep: Class 2 contains 62114 members 
Entering Unmasked Estep 
Score: -15156424.000000 Penalty: 3874.569336
	Iteration 78Q: 3 clusters Score -1.515642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88394 members 
Mstep: Class 2 contains 62111 members 
Entering Unmasked Estep 
Score: -15156422.000000 Penalty: 3874.569336
	Iteration 79Q: 3 clusters Score -1.515642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88395 members 
Mstep: Class 2 contains 62110 members 
Entering Unmasked Estep 
Score: -15156421.000000 Penalty: 3874.569336
	Iteration 80F: 3 clusters Score -1.515642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88396 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -15156421.000000 Penalty: 3874.569336
	Iteration 81Q: 3 clusters Score -1.515642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88396 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -15156421.000000 Penalty: 3874.569336
	Iteration 82F: 3 clusters Score -1.515642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (171641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171641 members 
Entering Unmasked Estep 
Score: -17613374.000000 Penalty: 1958.638550
	Iteration 0F: 2 clusters Score -1.761337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85952 members 
Mstep: Class 2 contains 85689 members 
Entering Unmasked Estep 
Score: -17506360.000000 Penalty: 3917.277100
	Iteration 0F: 3 clusters Score -1.750636e+07 nChanged 82901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86123 members 
Mstep: Class 2 contains 85518 members 
Entering Unmasked Estep 
Score: -17556208.000000 Penalty: 3917.277100
	Iteration 1F: 3 clusters Score -1.755621e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85311 members 
Mstep: Class 2 contains 86330 members 
Entering Unmasked Estep 
Score: -17558560.000000 Penalty: 3917.277100
	Iteration 2Q: 3 clusters Score -1.755856e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83783 members 
Mstep: Class 2 contains 87858 members 
Entering Unmasked Estep 
Score: -17562062.000000 Penalty: 3917.277100
	Iteration 3Q: 3 clusters Score -1.756206e+07 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81645 members 
Mstep: Class 2 contains 89996 members 
Entering Unmasked Estep 
Score: -17566816.000000 Penalty: 3917.277100
	Iteration 4F: 3 clusters Score -1.756682e+07 nChanged 10419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79060 members 
Mstep: Class 2 contains 92581 members 
Entering Unmasked Estep 
Score: -17572090.000000 Penalty: 3917.277100
	Iteration 5F: 3 clusters Score -1.757209e+07 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 95601 members 
Entering Unmasked Estep 
Score: -17577230.000000 Penalty: 3917.277100
	Iteration 6F: 3 clusters Score -1.757723e+07 nChanged 9549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72549 members 
Mstep: Class 2 contains 99092 members 
Entering Unmasked Estep 
Score: -17581624.000000 Penalty: 3917.277100
	Iteration 7F: 3 clusters Score -1.758162e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68549 members 
Mstep: Class 2 contains 103092 members 
Entering Unmasked Estep 
Score: -17585450.000000 Penalty: 3917.277100
	Iteration 8Q: 3 clusters Score -1.758545e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 107819 members 
Entering Unmasked Estep 
Score: -17589760.000000 Penalty: 3917.277100
	Iteration 9Q: 3 clusters Score -1.758976e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 113031 members 
Entering Unmasked Estep 
Score: -17594422.000000 Penalty: 3917.277100
	Iteration 10Q: 3 clusters Score -1.759442e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 118441 members 
Entering Unmasked Estep 
Score: -17599208.000000 Penalty: 3917.277100
	Iteration 11Q: 3 clusters Score -1.759921e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 123407 members 
Entering Unmasked Estep 
Score: -17602664.000000 Penalty: 3917.277100
	Iteration 12Q: 3 clusters Score -1.760266e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 127977 members 
Entering Unmasked Estep 
Score: -17605172.000000 Penalty: 3917.277100
	Iteration 13Q: 3 clusters Score -1.760517e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 132284 members 
Entering Unmasked Estep 
Score: -17606826.000000 Penalty: 3917.277100
	Iteration 14Q: 3 clusters Score -1.760683e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 136562 members 
Entering Unmasked Estep 
Score: -17608288.000000 Penalty: 3917.277100
	Iteration 15Q: 3 clusters Score -1.760829e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 140725 members 
Entering Unmasked Estep 
Score: -17609576.000000 Penalty: 3917.277100
	Iteration 16Q: 3 clusters Score -1.760958e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 144637 members 
Entering Unmasked Estep 
Score: -17610760.000000 Penalty: 3917.277100
	Iteration 17Q: 3 clusters Score -1.761076e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 148500 members 
Entering Unmasked Estep 
Score: -17611518.000000 Penalty: 3917.277100
	Iteration 18Q: 3 clusters Score -1.761152e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 152475 members 
Entering Unmasked Estep 
Score: -17611958.000000 Penalty: 3917.277100
	Iteration 19Q: 3 clusters Score -1.761196e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 156222 members 
Entering Unmasked Estep 
Score: -17612566.000000 Penalty: 3917.277100
	Iteration 20F: 3 clusters Score -1.761257e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 159466 members 
Entering Unmasked Estep 
Score: -17612880.000000 Penalty: 3917.277100
	Iteration 21Q: 3 clusters Score -1.761288e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 162163 members 
Entering Unmasked Estep 
Score: -17613402.000000 Penalty: 3917.277100
	Iteration 22Q: 3 clusters Score -1.76134e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 164238 members 
Entering Unmasked Estep 
Score: -17613604.000000 Penalty: 3917.277100
	Iteration 23Q: 3 clusters Score -1.76136e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 165768 members 
Entering Unmasked Estep 
Score: -17613560.000000 Penalty: 3917.277100
	Iteration 24Q: 3 clusters Score -1.761356e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 166907 members 
Entering Unmasked Estep 
Score: -17613480.000000 Penalty: 3917.277100
	Iteration 25Q: 3 clusters Score -1.761348e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 167727 members 
Entering Unmasked Estep 
Score: -17613400.000000 Penalty: 3917.277100
	Iteration 26Q: 3 clusters Score -1.76134e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 168339 members 
Entering Unmasked Estep 
Score: -17613386.000000 Penalty: 3917.277100
	Iteration 27Q: 3 clusters Score -1.761339e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 168802 members 
Entering Unmasked Estep 
Score: -17613296.000000 Penalty: 3917.277100
	Iteration 28Q: 3 clusters Score -1.76133e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 169139 members 
Entering Unmasked Estep 
Score: -17613210.000000 Penalty: 3917.277100
	Iteration 29Q: 3 clusters Score -1.761321e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 169376 members 
Entering Unmasked Estep 
Score: -17613162.000000 Penalty: 3917.277100
	Iteration 30Q: 3 clusters Score -1.761316e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 169563 members 
Entering Unmasked Estep 
Score: -17613138.000000 Penalty: 3917.277100
	Iteration 31Q: 3 clusters Score -1.761314e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 169730 members 
Entering Unmasked Estep 
Score: -17613078.000000 Penalty: 3917.277100
	Iteration 32Q: 3 clusters Score -1.761308e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 169830 members 
Entering Unmasked Estep 
Score: -17613006.000000 Penalty: 3917.277100
	Iteration 33Q: 3 clusters Score -1.761301e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 169915 members 
Entering Unmasked Estep 
Score: -17613018.000000 Penalty: 3917.277100
	Iteration 34Q: 3 clusters Score -1.761302e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 169987 members 
Entering Unmasked Estep 
Score: -17612996.000000 Penalty: 3917.277100
	Iteration 35Q: 3 clusters Score -1.7613e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 170037 members 
Entering Unmasked Estep 
Score: -17612974.000000 Penalty: 3917.277100
	Iteration 36Q: 3 clusters Score -1.761297e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 170077 members 
Entering Unmasked Estep 
Score: -17612994.000000 Penalty: 3917.277100
	Iteration 37Q: 3 clusters Score -1.761299e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 170106 members 
Entering Unmasked Estep 
Score: -17612982.000000 Penalty: 3917.277100
	Iteration 38Q: 3 clusters Score -1.761298e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 170143 members 
Entering Unmasked Estep 
Score: -17612988.000000 Penalty: 3917.277100
	Iteration 39Q: 3 clusters Score -1.761299e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 170170 members 
Entering Unmasked Estep 
Score: -17612968.000000 Penalty: 3917.277100
	Iteration 40F: 3 clusters Score -1.761297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 170186 members 
Entering Unmasked Estep 
Score: -17612958.000000 Penalty: 3917.277100
	Iteration 41Q: 3 clusters Score -1.761296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 170199 members 
Entering Unmasked Estep 
Score: -17612944.000000 Penalty: 3917.277100
	Iteration 42Q: 3 clusters Score -1.761294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 170209 members 
Entering Unmasked Estep 
Score: -17612946.000000 Penalty: 3917.277100
	Iteration 43Q: 3 clusters Score -1.761295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 170221 members 
Entering Unmasked Estep 
Score: -17612954.000000 Penalty: 3917.277100
	Iteration 44Q: 3 clusters Score -1.761295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 170232 members 
Entering Unmasked Estep 
Score: -17612948.000000 Penalty: 3917.277100
	Iteration 45Q: 3 clusters Score -1.761295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 170240 members 
Entering Unmasked Estep 
Score: -17612950.000000 Penalty: 3917.277100
	Iteration 46Q: 3 clusters Score -1.761295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 170247 members 
Entering Unmasked Estep 
Score: -17612956.000000 Penalty: 3917.277100
	Iteration 47Q: 3 clusters Score -1.761296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 170250 members 
Entering Unmasked Estep 
Score: -17612960.000000 Penalty: 3917.277100
	Iteration 48Q: 3 clusters Score -1.761296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 170254 members 
Entering Unmasked Estep 
Score: -17612970.000000 Penalty: 3917.277100
	Iteration 49Q: 3 clusters Score -1.761297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 170254 members 
Entering Unmasked Estep 
Score: -17612974.000000 Penalty: 3917.277100
	Iteration 50Q: 3 clusters Score -1.761297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 170256 members 
Entering Unmasked Estep 
Score: -17612974.000000 Penalty: 3917.277100
	Iteration 51Q: 3 clusters Score -1.761297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 170260 members 
Entering Unmasked Estep 
Score: -17612972.000000 Penalty: 3917.277100
	Iteration 52Q: 3 clusters Score -1.761297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 170263 members 
Entering Unmasked Estep 
Score: -17612968.000000 Penalty: 3917.277100
	Iteration 53Q: 3 clusters Score -1.761297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 170265 members 
Entering Unmasked Estep 
Score: -17612976.000000 Penalty: 3917.277100
	Iteration 54Q: 3 clusters Score -1.761298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 170267 members 
Entering Unmasked Estep 
Score: -17612966.000000 Penalty: 3917.277100
	Iteration 55Q: 3 clusters Score -1.761297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 170270 members 
Entering Unmasked Estep 
Score: -17612968.000000 Penalty: 3917.277100
	Iteration 56Q: 3 clusters Score -1.761297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 170275 members 
Entering Unmasked Estep 
Score: -17612958.000000 Penalty: 3917.277100
	Iteration 57Q: 3 clusters Score -1.761296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 170276 members 
Entering Unmasked Estep 
Score: -17612960.000000 Penalty: 3917.277100
	Iteration 58Q: 3 clusters Score -1.761296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 170276 members 
Entering Unmasked Estep 
Score: -17612960.000000 Penalty: 3917.277100
	Iteration 59F: 3 clusters Score -1.761296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Entering Unmasked Estep 
Score: -1526025.375000 Penalty: 1560.145386
	Iteration 0F: 2 clusters Score -1526025 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 7403 members 
Entering Unmasked Estep 
Score: -1515747.875000 Penalty: 3120.290771
	Iteration 0F: 3 clusters Score -1515748 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1519486.750000 Penalty: 3120.290771
	Iteration 1F: 3 clusters Score -1519487 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1519988.375000 Penalty: 3120.290771
	Iteration 2F: 3 clusters Score -1519988 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1520505.000000 Penalty: 3120.290771
	Iteration 3F: 3 clusters Score -1520505 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1521030.625000 Penalty: 3120.290771
	Iteration 4F: 3 clusters Score -1521031 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1521639.500000 Penalty: 3120.290771
	Iteration 5F: 3 clusters Score -1521640 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1522345.250000 Penalty: 3120.290771
	Iteration 6F: 3 clusters Score -1522345 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1523053.750000 Penalty: 3120.290771
	Iteration 7F: 3 clusters Score -1523054 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1523625.000000 Penalty: 3120.290771
	Iteration 8Q: 3 clusters Score -1523625 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1524000.375000 Penalty: 3120.290771
	Iteration 9Q: 3 clusters Score -1524000 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1524189.375000 Penalty: 3120.290771
	Iteration 10Q: 3 clusters Score -1524189 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1524288.875000 Penalty: 3120.290771
	Iteration 11Q: 3 clusters Score -1524289 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1524350.875000 Penalty: 3120.290771
	Iteration 12Q: 3 clusters Score -1524351 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1524405.375000 Penalty: 3120.290771
	Iteration 13Q: 3 clusters Score -1524405 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1524460.125000 Penalty: 3120.290771
	Iteration 14Q: 3 clusters Score -1524460 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1524497.875000 Penalty: 3120.290771
	Iteration 15Q: 3 clusters Score -1524498 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1524530.250000 Penalty: 3120.290771
	Iteration 16Q: 3 clusters Score -1524530 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1524560.625000 Penalty: 3120.290771
	Iteration 17Q: 3 clusters Score -1524561 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1524590.375000 Penalty: 3120.290771
	Iteration 18Q: 3 clusters Score -1524590 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1524610.875000 Penalty: 3120.290771
	Iteration 19Q: 3 clusters Score -1524611 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1524634.625000 Penalty: 3120.290771
	Iteration 20F: 3 clusters Score -1524635 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1524656.375000 Penalty: 3120.290771
	Iteration 21Q: 3 clusters Score -1524656 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1524671.250000 Penalty: 3120.290771
	Iteration 22Q: 3 clusters Score -1524671 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1524692.750000 Penalty: 3120.290771
	Iteration 23Q: 3 clusters Score -1524693 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1524715.500000 Penalty: 3120.290771
	Iteration 24Q: 3 clusters Score -1524716 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1524739.500000 Penalty: 3120.290771
	Iteration 25Q: 3 clusters Score -1524740 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1524759.250000 Penalty: 3120.290771
	Iteration 26Q: 3 clusters Score -1524759 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1524779.250000 Penalty: 3120.290771
	Iteration 27Q: 3 clusters Score -1524779 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1524796.250000 Penalty: 3120.290771
	Iteration 28Q: 3 clusters Score -1524796 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1524812.625000 Penalty: 3120.290771
	Iteration 29Q: 3 clusters Score -1524813 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1524830.375000 Penalty: 3120.290771
	Iteration 30Q: 3 clusters Score -1524830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1524846.250000 Penalty: 3120.290771
	Iteration 31Q: 3 clusters Score -1524846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1524859.125000 Penalty: 3120.290771
	Iteration 32Q: 3 clusters Score -1524859 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1524869.375000 Penalty: 3120.290771
	Iteration 33Q: 3 clusters Score -1524869 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1524881.375000 Penalty: 3120.290771
	Iteration 34Q: 3 clusters Score -1524881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1524889.625000 Penalty: 3120.290771
	Iteration 35Q: 3 clusters Score -1524890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1524899.875000 Penalty: 3120.290771
	Iteration 36Q: 3 clusters Score -1524900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1524909.750000 Penalty: 3120.290771
	Iteration 37Q: 3 clusters Score -1524910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1524922.500000 Penalty: 3120.290771
	Iteration 38Q: 3 clusters Score -1524922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1524926.250000 Penalty: 3120.290771
	Iteration 39Q: 3 clusters Score -1524926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1524930.375000 Penalty: 3120.290771
	Iteration 40F: 3 clusters Score -1524930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1524932.125000 Penalty: 3120.290771
	Iteration 41Q: 3 clusters Score -1524932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1524937.625000 Penalty: 3120.290771
	Iteration 42Q: 3 clusters Score -1524938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1524935.875000 Penalty: 3120.290771
	Iteration 43Q: 3 clusters Score -1524936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1524939.250000 Penalty: 3120.290771
	Iteration 44Q: 3 clusters Score -1524939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1524940.875000 Penalty: 3120.290771
	Iteration 45Q: 3 clusters Score -1524941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1524943.875000 Penalty: 3120.290771
	Iteration 46Q: 3 clusters Score -1524944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1524943.625000 Penalty: 3120.290771
	Iteration 47Q: 3 clusters Score -1524944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1524948.875000 Penalty: 3120.290771
	Iteration 48Q: 3 clusters Score -1524949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1524951.125000 Penalty: 3120.290771
	Iteration 49Q: 3 clusters Score -1524951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1524950.625000 Penalty: 3120.290771
	Iteration 50Q: 3 clusters Score -1524951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1524952.750000 Penalty: 3120.290771
	Iteration 51Q: 3 clusters Score -1524953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1524953.125000 Penalty: 3120.290771
	Iteration 52Q: 3 clusters Score -1524953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1524954.000000 Penalty: 3120.290771
	Iteration 53Q: 3 clusters Score -1524954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1524956.000000 Penalty: 3120.290771
	Iteration 54Q: 3 clusters Score -1524956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1524957.500000 Penalty: 3120.290771
	Iteration 55Q: 3 clusters Score -1524958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1524958.375000 Penalty: 3120.290771
	Iteration 56Q: 3 clusters Score -1524958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1524956.750000 Penalty: 3120.290771
	Iteration 57Q: 3 clusters Score -1524957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1524956.750000 Penalty: 3120.290771
	Iteration 58F: 3 clusters Score -1524957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160746 members 
Entering Unmasked Estep 
Score: -16192150.000000 Penalty: 1947.981812
	Iteration 0F: 2 clusters Score -1.619215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80425 members 
Mstep: Class 2 contains 80321 members 
Entering Unmasked Estep 
Score: -16086619.000000 Penalty: 3895.963623
	Iteration 0F: 3 clusters Score -1.608662e+07 nChanged 77372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82759 members 
Mstep: Class 2 contains 77987 members 
Entering Unmasked Estep 
Score: -16132134.000000 Penalty: 3895.963623
	Iteration 1F: 3 clusters Score -1.613213e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84612 members 
Mstep: Class 2 contains 76134 members 
Entering Unmasked Estep 
Score: -16133090.000000 Penalty: 3895.963623
	Iteration 2Q: 3 clusters Score -1.613309e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87470 members 
Mstep: Class 2 contains 73276 members 
Entering Unmasked Estep 
Score: -16134461.000000 Penalty: 3895.963623
	Iteration 3Q: 3 clusters Score -1.613446e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 69144 members 
Entering Unmasked Estep 
Score: -16136335.000000 Penalty: 3895.963623
	Iteration 4Q: 3 clusters Score -1.613634e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97542 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -16139150.000000 Penalty: 3895.963623
	Iteration 5Q: 3 clusters Score -1.613915e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105816 members 
Mstep: Class 2 contains 54930 members 
Entering Unmasked Estep 
Score: -16144183.000000 Penalty: 3895.963623
	Iteration 6F: 3 clusters Score -1.614418e+07 nChanged 11012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116372 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -16152025.000000 Penalty: 3895.963623
	Iteration 7F: 3 clusters Score -1.615202e+07 nChanged 11886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128052 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -16162178.000000 Penalty: 3895.963623
	Iteration 8F: 3 clusters Score -1.616218e+07 nChanged 10983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138949 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -16172422.000000 Penalty: 3895.963623
	Iteration 9F: 3 clusters Score -1.617242e+07 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147101 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -16180287.000000 Penalty: 3895.963623
	Iteration 10F: 3 clusters Score -1.618029e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152772 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -16185165.000000 Penalty: 3895.963623
	Iteration 11Q: 3 clusters Score -1.618516e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156467 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -16187819.000000 Penalty: 3895.963623
	Iteration 12Q: 3 clusters Score -1.618782e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158590 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -16189332.000000 Penalty: 3895.963623
	Iteration 13Q: 3 clusters Score -1.618933e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159662 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -16189949.000000 Penalty: 3895.963623
	Iteration 14Q: 3 clusters Score -1.618995e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160114 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -16190289.000000 Penalty: 3895.963623
	Iteration 15Q: 3 clusters Score -1.619029e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160304 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -16190423.000000 Penalty: 3895.963623
	Iteration 16Q: 3 clusters Score -1.619042e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160398 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -16190493.000000 Penalty: 3895.963623
	Iteration 17Q: 3 clusters Score -1.619049e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160430 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -16190519.000000 Penalty: 3895.963623
	Iteration 18Q: 3 clusters Score -1.619052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160442 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -16190518.000000 Penalty: 3895.963623
	Iteration 19Q: 3 clusters Score -1.619052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160452 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -16190526.000000 Penalty: 3895.963623
	Iteration 20F: 3 clusters Score -1.619053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160456 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -16190526.000000 Penalty: 3895.963623
	Iteration 21Q: 3 clusters Score -1.619053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160460 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -16190537.000000 Penalty: 3895.963623
	Iteration 22Q: 3 clusters Score -1.619054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160463 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -16190523.000000 Penalty: 3895.963623
	Iteration 23Q: 3 clusters Score -1.619052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160463 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -16190529.000000 Penalty: 3895.963623
	Iteration 24Q: 3 clusters Score -1.619053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160465 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16190521.000000 Penalty: 3895.963623
	Iteration 25Q: 3 clusters Score -1.619052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160465 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16190521.000000 Penalty: 3895.963623
	Iteration 26F: 3 clusters Score -1.619052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (117030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117030 members 
Entering Unmasked Estep 
Score: -12013573.000000 Penalty: 1896.405273
	Iteration 0F: 2 clusters Score -1.201357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 58467 members 
Entering Unmasked Estep 
Score: -11935579.000000 Penalty: 3792.810547
	Iteration 0F: 3 clusters Score -1.193558e+07 nChanged 56224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 57393 members 
Entering Unmasked Estep 
Score: -11968450.000000 Penalty: 3792.810547
	Iteration 1F: 3 clusters Score -1.196845e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60795 members 
Mstep: Class 2 contains 56235 members 
Entering Unmasked Estep 
Score: -11969192.000000 Penalty: 3792.810547
	Iteration 2Q: 3 clusters Score -1.196919e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 54330 members 
Entering Unmasked Estep 
Score: -11970472.000000 Penalty: 3792.810547
	Iteration 3Q: 3 clusters Score -1.197047e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65684 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -11972256.000000 Penalty: 3792.810547
	Iteration 4Q: 3 clusters Score -1.197226e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70206 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -11975239.000000 Penalty: 3792.810547
	Iteration 5F: 3 clusters Score -1.197524e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -11980051.000000 Penalty: 3792.810547
	Iteration 6F: 3 clusters Score -1.198005e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84097 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -11986752.000000 Penalty: 3792.810547
	Iteration 7F: 3 clusters Score -1.198675e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92270 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -11993954.000000 Penalty: 3792.810547
	Iteration 8F: 3 clusters Score -1.199395e+07 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99628 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -12000592.000000 Penalty: 3792.810547
	Iteration 9F: 3 clusters Score -1.200059e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105432 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -12005597.000000 Penalty: 3792.810547
	Iteration 10F: 3 clusters Score -1.20056e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109338 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -12008857.000000 Penalty: 3792.810547
	Iteration 11Q: 3 clusters Score -1.200886e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111660 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -12010718.000000 Penalty: 3792.810547
	Iteration 12Q: 3 clusters Score -1.201072e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112967 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -12011766.000000 Penalty: 3792.810547
	Iteration 13Q: 3 clusters Score -1.201177e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113623 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -12012319.000000 Penalty: 3792.810547
	Iteration 14Q: 3 clusters Score -1.201232e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113974 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -12012604.000000 Penalty: 3792.810547
	Iteration 15Q: 3 clusters Score -1.20126e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114207 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -12012773.000000 Penalty: 3792.810547
	Iteration 16Q: 3 clusters Score -1.201277e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114356 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -12012838.000000 Penalty: 3792.810547
	Iteration 17Q: 3 clusters Score -1.201284e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114460 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -12012893.000000 Penalty: 3792.810547
	Iteration 18Q: 3 clusters Score -1.201289e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114547 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -12012916.000000 Penalty: 3792.810547
	Iteration 19Q: 3 clusters Score -1.201292e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114616 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -12012914.000000 Penalty: 3792.810547
	Iteration 20F: 3 clusters Score -1.201291e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114659 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -12012928.000000 Penalty: 3792.810547
	Iteration 21Q: 3 clusters Score -1.201293e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114705 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -12012925.000000 Penalty: 3792.810547
	Iteration 22Q: 3 clusters Score -1.201292e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114750 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -12012957.000000 Penalty: 3792.810547
	Iteration 23Q: 3 clusters Score -1.201296e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114783 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -12012984.000000 Penalty: 3792.810547
	Iteration 24Q: 3 clusters Score -1.201298e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114818 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -12012993.000000 Penalty: 3792.810547
	Iteration 25Q: 3 clusters Score -1.201299e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114839 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -12012984.000000 Penalty: 3792.810547
	Iteration 26Q: 3 clusters Score -1.201298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114860 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -12012968.000000 Penalty: 3792.810547
	Iteration 27Q: 3 clusters Score -1.201297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114878 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -12012975.000000 Penalty: 3792.810547
	Iteration 28Q: 3 clusters Score -1.201298e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114896 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -12012963.000000 Penalty: 3792.810547
	Iteration 29Q: 3 clusters Score -1.201296e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114915 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -12012950.000000 Penalty: 3792.810547
	Iteration 30Q: 3 clusters Score -1.201295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114930 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -12012976.000000 Penalty: 3792.810547
	Iteration 31Q: 3 clusters Score -1.201298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114941 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -12012978.000000 Penalty: 3792.810547
	Iteration 32Q: 3 clusters Score -1.201298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114955 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -12012977.000000 Penalty: 3792.810547
	Iteration 33Q: 3 clusters Score -1.201298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114959 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -12012989.000000 Penalty: 3792.810547
	Iteration 34Q: 3 clusters Score -1.201299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114969 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -12012989.000000 Penalty: 3792.810547
	Iteration 35Q: 3 clusters Score -1.201299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114975 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -12012993.000000 Penalty: 3792.810547
	Iteration 36Q: 3 clusters Score -1.201299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114980 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -12013006.000000 Penalty: 3792.810547
	Iteration 37Q: 3 clusters Score -1.201301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114987 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -12012988.000000 Penalty: 3792.810547
	Iteration 38Q: 3 clusters Score -1.201299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114992 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -12012994.000000 Penalty: 3792.810547
	Iteration 39Q: 3 clusters Score -1.201299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114996 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -12012991.000000 Penalty: 3792.810547
	Iteration 40F: 3 clusters Score -1.201299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114999 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -12012990.000000 Penalty: 3792.810547
	Iteration 41Q: 3 clusters Score -1.201299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115001 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -12012990.000000 Penalty: 3792.810547
	Iteration 42Q: 3 clusters Score -1.201299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115006 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -12012995.000000 Penalty: 3792.810547
	Iteration 43Q: 3 clusters Score -1.2013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115013 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -12012993.000000 Penalty: 3792.810547
	Iteration 44Q: 3 clusters Score -1.201299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115019 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -12013005.000000 Penalty: 3792.810547
	Iteration 45Q: 3 clusters Score -1.2013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115023 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -12013000.000000 Penalty: 3792.810547
	Iteration 46Q: 3 clusters Score -1.2013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115026 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -12013004.000000 Penalty: 3792.810547
	Iteration 47Q: 3 clusters Score -1.2013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115028 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -12013000.000000 Penalty: 3792.810547
	Iteration 48Q: 3 clusters Score -1.2013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115030 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -12013000.000000 Penalty: 3792.810547
	Iteration 49Q: 3 clusters Score -1.2013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115032 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -12013001.000000 Penalty: 3792.810547
	Iteration 50Q: 3 clusters Score -1.2013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115032 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -12013001.000000 Penalty: 3792.810547
	Iteration 51F: 3 clusters Score -1.2013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Entering Unmasked Estep 
Score: -1537037.000000 Penalty: 1566.136475
	Iteration 0F: 2 clusters Score -1537037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1526540.875000 Penalty: 3132.272949
	Iteration 0F: 3 clusters Score -1526541 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1530177.875000 Penalty: 3132.272949
	Iteration 1F: 3 clusters Score -1530178 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1530444.625000 Penalty: 3132.272949
	Iteration 2F: 3 clusters Score -1530445 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1530639.750000 Penalty: 3132.272949
	Iteration 3Q: 3 clusters Score -1530640 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1530822.875000 Penalty: 3132.272949
	Iteration 4Q: 3 clusters Score -1530823 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1530994.625000 Penalty: 3132.272949
	Iteration 5Q: 3 clusters Score -1530995 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1531173.750000 Penalty: 3132.272949
	Iteration 6Q: 3 clusters Score -1531174 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1531378.375000 Penalty: 3132.272949
	Iteration 7Q: 3 clusters Score -1531378 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1531624.625000 Penalty: 3132.272949
	Iteration 8Q: 3 clusters Score -1531625 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1531968.875000 Penalty: 3132.272949
	Iteration 9Q: 3 clusters Score -1531969 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1532479.750000 Penalty: 3132.272949
	Iteration 10Q: 3 clusters Score -1532480 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1533187.000000 Penalty: 3132.272949
	Iteration 11F: 3 clusters Score -1533187 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1533782.625000 Penalty: 3132.272949
	Iteration 12F: 3 clusters Score -1533783 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1534148.375000 Penalty: 3132.272949
	Iteration 13Q: 3 clusters Score -1534148 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1534417.000000 Penalty: 3132.272949
	Iteration 14Q: 3 clusters Score -1534417 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1534614.125000 Penalty: 3132.272949
	Iteration 15Q: 3 clusters Score -1534614 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1534780.250000 Penalty: 3132.272949
	Iteration 16Q: 3 clusters Score -1534780 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1534935.625000 Penalty: 3132.272949
	Iteration 17Q: 3 clusters Score -1534936 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1535060.625000 Penalty: 3132.272949
	Iteration 18Q: 3 clusters Score -1535061 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1535165.750000 Penalty: 3132.272949
	Iteration 19Q: 3 clusters Score -1535166 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1535260.000000 Penalty: 3132.272949
	Iteration 20F: 3 clusters Score -1535260 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1535349.875000 Penalty: 3132.272949
	Iteration 21Q: 3 clusters Score -1535350 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1535408.000000 Penalty: 3132.272949
	Iteration 22Q: 3 clusters Score -1535408 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1535442.875000 Penalty: 3132.272949
	Iteration 23Q: 3 clusters Score -1535443 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1535469.125000 Penalty: 3132.272949
	Iteration 24Q: 3 clusters Score -1535469 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1535481.500000 Penalty: 3132.272949
	Iteration 25Q: 3 clusters Score -1535482 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1535497.500000 Penalty: 3132.272949
	Iteration 26Q: 3 clusters Score -1535498 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1535506.500000 Penalty: 3132.272949
	Iteration 27Q: 3 clusters Score -1535506 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1535513.875000 Penalty: 3132.272949
	Iteration 28Q: 3 clusters Score -1535514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1535517.500000 Penalty: 3132.272949
	Iteration 29Q: 3 clusters Score -1535518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1535523.250000 Penalty: 3132.272949
	Iteration 30Q: 3 clusters Score -1535523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1535522.625000 Penalty: 3132.272949
	Iteration 31Q: 3 clusters Score -1535523 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1535522.125000 Penalty: 3132.272949
	Iteration 32Q: 3 clusters Score -1535522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1535526.875000 Penalty: 3132.272949
	Iteration 33Q: 3 clusters Score -1535527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1535531.125000 Penalty: 3132.272949
	Iteration 34Q: 3 clusters Score -1535531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1535529.250000 Penalty: 3132.272949
	Iteration 35Q: 3 clusters Score -1535529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1535529.125000 Penalty: 3132.272949
	Iteration 36Q: 3 clusters Score -1535529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1535531.125000 Penalty: 3132.272949
	Iteration 37Q: 3 clusters Score -1535531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1535535.250000 Penalty: 3132.272949
	Iteration 38Q: 3 clusters Score -1535535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1535535.000000 Penalty: 3132.272949
	Iteration 39Q: 3 clusters Score -1535535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1535536.000000 Penalty: 3132.272949
	Iteration 40F: 3 clusters Score -1535536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1535537.375000 Penalty: 3132.272949
	Iteration 41Q: 3 clusters Score -1535537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1535534.625000 Penalty: 3132.272949
	Iteration 42Q: 3 clusters Score -1535535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1535535.875000 Penalty: 3132.272949
	Iteration 43Q: 3 clusters Score -1535536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1535540.625000 Penalty: 3132.272949
	Iteration 44Q: 3 clusters Score -1535541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1535540.500000 Penalty: 3132.272949
	Iteration 45Q: 3 clusters Score -1535540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1535540.875000 Penalty: 3132.272949
	Iteration 46Q: 3 clusters Score -1535541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1535540.625000 Penalty: 3132.272949
	Iteration 47Q: 3 clusters Score -1535541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1535542.000000 Penalty: 3132.272949
	Iteration 48Q: 3 clusters Score -1535542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1535541.625000 Penalty: 3132.272949
	Iteration 49Q: 3 clusters Score -1535542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1535539.875000 Penalty: 3132.272949
	Iteration 50Q: 3 clusters Score -1535540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1535541.375000 Penalty: 3132.272949
	Iteration 51Q: 3 clusters Score -1535541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1535542.125000 Penalty: 3132.272949
	Iteration 52Q: 3 clusters Score -1535542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1535548.875000 Penalty: 3132.272949
	Iteration 53Q: 3 clusters Score -1535549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1535556.250000 Penalty: 3132.272949
	Iteration 54Q: 3 clusters Score -1535556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1535555.375000 Penalty: 3132.272949
	Iteration 55Q: 3 clusters Score -1535555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1535556.625000 Penalty: 3132.272949
	Iteration 56Q: 3 clusters Score -1535557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1535562.625000 Penalty: 3132.272949
	Iteration 57Q: 3 clusters Score -1535563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1535566.000000 Penalty: 3132.272949
	Iteration 58Q: 3 clusters Score -1535566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1535567.000000 Penalty: 3132.272949
	Iteration 59Q: 3 clusters Score -1535567 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1535570.625000 Penalty: 3132.272949
	Iteration 60F: 3 clusters Score -1535571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1535573.625000 Penalty: 3132.272949
	Iteration 61Q: 3 clusters Score -1535574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1535575.250000 Penalty: 3132.272949
	Iteration 62Q: 3 clusters Score -1535575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1535579.500000 Penalty: 3132.272949
	Iteration 63Q: 3 clusters Score -1535580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1535577.250000 Penalty: 3132.272949
	Iteration 64Q: 3 clusters Score -1535577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1535577.250000 Penalty: 3132.272949
	Iteration 65Q: 3 clusters Score -1535577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1535577.500000 Penalty: 3132.272949
	Iteration 66Q: 3 clusters Score -1535578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1535575.875000 Penalty: 3132.272949
	Iteration 67Q: 3 clusters Score -1535576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1535575.125000 Penalty: 3132.272949
	Iteration 68Q: 3 clusters Score -1535575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1535574.500000 Penalty: 3132.272949
	Iteration 69Q: 3 clusters Score -1535574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1535576.125000 Penalty: 3132.272949
	Iteration 70Q: 3 clusters Score -1535576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1535576.125000 Penalty: 3132.272949
	Iteration 71F: 3 clusters Score -1535576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Entering Unmasked Estep 
Score: -1896742.375000 Penalty: 1605.668579
	Iteration 0F: 2 clusters Score -1896742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1883412.125000 Penalty: 3211.337158
	Iteration 0F: 3 clusters Score -1883412 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1888364.000000 Penalty: 3211.337158
	Iteration 1F: 3 clusters Score -1888364 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1888939.750000 Penalty: 3211.337158
	Iteration 2F: 3 clusters Score -1888940 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1889617.625000 Penalty: 3211.337158
	Iteration 3F: 3 clusters Score -1889618 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1890404.625000 Penalty: 3211.337158
	Iteration 4F: 3 clusters Score -1890405 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -1891412.125000 Penalty: 3211.337158
	Iteration 5F: 3 clusters Score -1891412 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1892617.875000 Penalty: 3211.337158
	Iteration 6F: 3 clusters Score -1892618 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -1893738.875000 Penalty: 3211.337158
	Iteration 7F: 3 clusters Score -1893739 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -1894503.250000 Penalty: 3211.337158
	Iteration 8Q: 3 clusters Score -1894503 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -1894914.000000 Penalty: 3211.337158
	Iteration 9Q: 3 clusters Score -1894914 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -1895123.250000 Penalty: 3211.337158
	Iteration 10Q: 3 clusters Score -1895123 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -1895202.750000 Penalty: 3211.337158
	Iteration 11Q: 3 clusters Score -1895203 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -1895260.375000 Penalty: 3211.337158
	Iteration 12Q: 3 clusters Score -1895260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -1895281.375000 Penalty: 3211.337158
	Iteration 13Q: 3 clusters Score -1895281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -1895289.625000 Penalty: 3211.337158
	Iteration 14Q: 3 clusters Score -1895290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -1895295.500000 Penalty: 3211.337158
	Iteration 15Q: 3 clusters Score -1895296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -1895306.250000 Penalty: 3211.337158
	Iteration 16Q: 3 clusters Score -1895306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -1895306.875000 Penalty: 3211.337158
	Iteration 17Q: 3 clusters Score -1895307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -1895310.250000 Penalty: 3211.337158
	Iteration 18Q: 3 clusters Score -1895310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -1895313.875000 Penalty: 3211.337158
	Iteration 19Q: 3 clusters Score -1895314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -1895323.500000 Penalty: 3211.337158
	Iteration 20F: 3 clusters Score -1895324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -1895327.125000 Penalty: 3211.337158
	Iteration 21Q: 3 clusters Score -1895327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -1895329.875000 Penalty: 3211.337158
	Iteration 22Q: 3 clusters Score -1895330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -1895330.875000 Penalty: 3211.337158
	Iteration 23Q: 3 clusters Score -1895331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -1895330.875000 Penalty: 3211.337158
	Iteration 24F: 3 clusters Score -1895331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Entering Unmasked Estep 
Score: -5366411.000000 Penalty: 1766.673950
	Iteration 0F: 2 clusters Score -5366411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -5331134.000000 Penalty: 3533.347900
	Iteration 0F: 3 clusters Score -5331134 nChanged 24806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -5345386.000000 Penalty: 3533.347900
	Iteration 1F: 3 clusters Score -5345386 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -5346294.500000 Penalty: 3533.347900
	Iteration 2Q: 3 clusters Score -5346294 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -5347436.500000 Penalty: 3533.347900
	Iteration 3Q: 3 clusters Score -5347436 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -5349211.500000 Penalty: 3533.347900
	Iteration 4F: 3 clusters Score -5349212 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -5351803.500000 Penalty: 3533.347900
	Iteration 5F: 3 clusters Score -5351804 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -5355281.000000 Penalty: 3533.347900
	Iteration 6F: 3 clusters Score -5355281 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -5358532.000000 Penalty: 3533.347900
	Iteration 7F: 3 clusters Score -5358532 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -5360138.000000 Penalty: 3533.347900
	Iteration 8F: 3 clusters Score -5360138 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -5360822.000000 Penalty: 3533.347900
	Iteration 9Q: 3 clusters Score -5360822 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -5361201.500000 Penalty: 3533.347900
	Iteration 10Q: 3 clusters Score -5361202 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -5361544.500000 Penalty: 3533.347900
	Iteration 11Q: 3 clusters Score -5361544 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -5361864.000000 Penalty: 3533.347900
	Iteration 12Q: 3 clusters Score -5361864 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -5362116.500000 Penalty: 3533.347900
	Iteration 13Q: 3 clusters Score -5362116 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -5362374.000000 Penalty: 3533.347900
	Iteration 14Q: 3 clusters Score -5362374 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -5362628.000000 Penalty: 3533.347900
	Iteration 15Q: 3 clusters Score -5362628 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -5362881.500000 Penalty: 3533.347900
	Iteration 16Q: 3 clusters Score -5362882 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -5363074.500000 Penalty: 3533.347900
	Iteration 17Q: 3 clusters Score -5363074 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -5363283.000000 Penalty: 3533.347900
	Iteration 18Q: 3 clusters Score -5363283 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -5363454.500000 Penalty: 3533.347900
	Iteration 19Q: 3 clusters Score -5363454 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -5363621.500000 Penalty: 3533.347900
	Iteration 20F: 3 clusters Score -5363622 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -5363777.500000 Penalty: 3533.347900
	Iteration 21Q: 3 clusters Score -5363778 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -5363946.000000 Penalty: 3533.347900
	Iteration 22Q: 3 clusters Score -5363946 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -5364118.500000 Penalty: 3533.347900
	Iteration 23Q: 3 clusters Score -5364118 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -5364265.000000 Penalty: 3533.347900
	Iteration 24Q: 3 clusters Score -5364265 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -5364395.000000 Penalty: 3533.347900
	Iteration 25Q: 3 clusters Score -5364395 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -5364548.500000 Penalty: 3533.347900
	Iteration 26Q: 3 clusters Score -5364548 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -5364617.500000 Penalty: 3533.347900
	Iteration 27Q: 3 clusters Score -5364618 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -5364728.500000 Penalty: 3533.347900
	Iteration 28Q: 3 clusters Score -5364728 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -5364828.000000 Penalty: 3533.347900
	Iteration 29Q: 3 clusters Score -5364828 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -5364897.500000 Penalty: 3533.347900
	Iteration 30Q: 3 clusters Score -5364898 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -5364984.000000 Penalty: 3533.347900
	Iteration 31Q: 3 clusters Score -5364984 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -5365056.500000 Penalty: 3533.347900
	Iteration 32Q: 3 clusters Score -5365056 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -5365109.000000 Penalty: 3533.347900
	Iteration 33Q: 3 clusters Score -5365109 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -5365136.500000 Penalty: 3533.347900
	Iteration 34Q: 3 clusters Score -5365136 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -5365185.500000 Penalty: 3533.347900
	Iteration 35Q: 3 clusters Score -5365186 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -5365206.000000 Penalty: 3533.347900
	Iteration 36Q: 3 clusters Score -5365206 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -5365238.500000 Penalty: 3533.347900
	Iteration 37Q: 3 clusters Score -5365238 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -5365266.500000 Penalty: 3533.347900
	Iteration 38Q: 3 clusters Score -5365266 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -5365296.000000 Penalty: 3533.347900
	Iteration 39Q: 3 clusters Score -5365296 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -5365332.000000 Penalty: 3533.347900
	Iteration 40F: 3 clusters Score -5365332 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -5365350.000000 Penalty: 3533.347900
	Iteration 41Q: 3 clusters Score -5365350 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -5365374.000000 Penalty: 3533.347900
	Iteration 42Q: 3 clusters Score -5365374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -5365403.000000 Penalty: 3533.347900
	Iteration 43Q: 3 clusters Score -5365403 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -5365405.500000 Penalty: 3533.347900
	Iteration 44Q: 3 clusters Score -5365406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -5365405.000000 Penalty: 3533.347900
	Iteration 45Q: 3 clusters Score -5365405 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -5365425.500000 Penalty: 3533.347900
	Iteration 46Q: 3 clusters Score -5365426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -5365426.500000 Penalty: 3533.347900
	Iteration 47Q: 3 clusters Score -5365426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -5365433.500000 Penalty: 3533.347900
	Iteration 48Q: 3 clusters Score -5365434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -5365447.000000 Penalty: 3533.347900
	Iteration 49Q: 3 clusters Score -5365447 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -5365457.000000 Penalty: 3533.347900
	Iteration 50Q: 3 clusters Score -5365457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -5365456.000000 Penalty: 3533.347900
	Iteration 51Q: 3 clusters Score -5365456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -5365461.000000 Penalty: 3533.347900
	Iteration 52Q: 3 clusters Score -5365461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -5365459.000000 Penalty: 3533.347900
	Iteration 53Q: 3 clusters Score -5365459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -5365458.000000 Penalty: 3533.347900
	Iteration 54Q: 3 clusters Score -5365458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -5365447.000000 Penalty: 3533.347900
	Iteration 55Q: 3 clusters Score -5365447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -5365457.000000 Penalty: 3533.347900
	Iteration 56Q: 3 clusters Score -5365457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -5365453.000000 Penalty: 3533.347900
	Iteration 57Q: 3 clusters Score -5365453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -5365454.000000 Penalty: 3533.347900
	Iteration 58Q: 3 clusters Score -5365454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -5365456.000000 Penalty: 3533.347900
	Iteration 59Q: 3 clusters Score -5365456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -5365452.000000 Penalty: 3533.347900
	Iteration 60F: 3 clusters Score -5365452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -5365447.500000 Penalty: 3533.347900
	Iteration 61Q: 3 clusters Score -5365448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -5365449.000000 Penalty: 3533.347900
	Iteration 62Q: 3 clusters Score -5365449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -5365451.500000 Penalty: 3533.347900
	Iteration 63Q: 3 clusters Score -5365452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -5365451.500000 Penalty: 3533.347900
	Iteration 64F: 3 clusters Score -5365452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Entering Unmasked Estep 
Score: -1306656.750000 Penalty: 1537.428589
	Iteration 0F: 2 clusters Score -1306657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1297771.250000 Penalty: 3074.857178
	Iteration 0F: 3 clusters Score -1297771 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1300787.625000 Penalty: 3074.857178
	Iteration 1F: 3 clusters Score -1300788 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1301065.375000 Penalty: 3074.857178
	Iteration 2F: 3 clusters Score -1301065 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1301314.750000 Penalty: 3074.857178
	Iteration 3Q: 3 clusters Score -1301315 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1301563.125000 Penalty: 3074.857178
	Iteration 4Q: 3 clusters Score -1301563 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1301868.250000 Penalty: 3074.857178
	Iteration 5Q: 3 clusters Score -1301868 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1302278.125000 Penalty: 3074.857178
	Iteration 6F: 3 clusters Score -1302278 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1302843.750000 Penalty: 3074.857178
	Iteration 7F: 3 clusters Score -1302844 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1303526.500000 Penalty: 3074.857178
	Iteration 8F: 3 clusters Score -1303526 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1304175.375000 Penalty: 3074.857178
	Iteration 9F: 3 clusters Score -1304175 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1304662.750000 Penalty: 3074.857178
	Iteration 10Q: 3 clusters Score -1304663 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1304974.250000 Penalty: 3074.857178
	Iteration 11Q: 3 clusters Score -1304974 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1305140.250000 Penalty: 3074.857178
	Iteration 12Q: 3 clusters Score -1305140 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1305268.125000 Penalty: 3074.857178
	Iteration 13Q: 3 clusters Score -1305268 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1305357.375000 Penalty: 3074.857178
	Iteration 14Q: 3 clusters Score -1305357 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1305418.000000 Penalty: 3074.857178
	Iteration 15Q: 3 clusters Score -1305418 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1305454.375000 Penalty: 3074.857178
	Iteration 16Q: 3 clusters Score -1305454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1305481.625000 Penalty: 3074.857178
	Iteration 17Q: 3 clusters Score -1305482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1305507.750000 Penalty: 3074.857178
	Iteration 18Q: 3 clusters Score -1305508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1305518.000000 Penalty: 3074.857178
	Iteration 19Q: 3 clusters Score -1305518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1305529.375000 Penalty: 3074.857178
	Iteration 20F: 3 clusters Score -1305529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1305537.875000 Penalty: 3074.857178
	Iteration 21Q: 3 clusters Score -1305538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1305542.375000 Penalty: 3074.857178
	Iteration 22Q: 3 clusters Score -1305542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1305549.750000 Penalty: 3074.857178
	Iteration 23Q: 3 clusters Score -1305550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1305552.375000 Penalty: 3074.857178
	Iteration 24Q: 3 clusters Score -1305552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1305554.750000 Penalty: 3074.857178
	Iteration 25Q: 3 clusters Score -1305555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1305560.250000 Penalty: 3074.857178
	Iteration 26Q: 3 clusters Score -1305560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1305564.500000 Penalty: 3074.857178
	Iteration 27Q: 3 clusters Score -1305564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1305568.750000 Penalty: 3074.857178
	Iteration 28Q: 3 clusters Score -1305569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1305572.000000 Penalty: 3074.857178
	Iteration 29Q: 3 clusters Score -1305572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1305571.750000 Penalty: 3074.857178
	Iteration 30Q: 3 clusters Score -1305572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1305570.875000 Penalty: 3074.857178
	Iteration 31Q: 3 clusters Score -1305571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1305571.625000 Penalty: 3074.857178
	Iteration 32Q: 3 clusters Score -1305572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1305571.625000 Penalty: 3074.857178
	Iteration 33F: 3 clusters Score -1305572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (156828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156828 members 
Entering Unmasked Estep 
Score: -15950896.000000 Penalty: 1943.972046
	Iteration 0F: 2 clusters Score -1.59509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78284 members 
Mstep: Class 2 contains 78544 members 
Entering Unmasked Estep 
Score: -15846723.000000 Penalty: 3887.944092
	Iteration 0F: 3 clusters Score -1.584672e+07 nChanged 75627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72023 members 
Mstep: Class 2 contains 84805 members 
Entering Unmasked Estep 
Score: -15891829.000000 Penalty: 3887.944092
	Iteration 1F: 3 clusters Score -1.589183e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 88351 members 
Entering Unmasked Estep 
Score: -15893413.000000 Penalty: 3887.944092
	Iteration 2Q: 3 clusters Score -1.589341e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 93670 members 
Entering Unmasked Estep 
Score: -15895723.000000 Penalty: 3887.944092
	Iteration 3Q: 3 clusters Score -1.589572e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 101508 members 
Entering Unmasked Estep 
Score: -15900170.000000 Penalty: 3887.944092
	Iteration 4F: 3 clusters Score -1.590017e+07 nChanged 11227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 112379 members 
Entering Unmasked Estep 
Score: -15907783.000000 Penalty: 3887.944092
	Iteration 5F: 3 clusters Score -1.590778e+07 nChanged 13426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 125653 members 
Entering Unmasked Estep 
Score: -15919246.000000 Penalty: 3887.944092
	Iteration 6F: 3 clusters Score -1.591925e+07 nChanged 13451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 139066 members 
Entering Unmasked Estep 
Score: -15932702.000000 Penalty: 3887.944092
	Iteration 7F: 3 clusters Score -1.59327e+07 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 149075 members 
Entering Unmasked Estep 
Score: -15942568.000000 Penalty: 3887.944092
	Iteration 8F: 3 clusters Score -1.594257e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 154099 members 
Entering Unmasked Estep 
Score: -15947152.000000 Penalty: 3887.944092
	Iteration 9Q: 3 clusters Score -1.594715e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 155910 members 
Entering Unmasked Estep 
Score: -15948547.000000 Penalty: 3887.944092
	Iteration 10Q: 3 clusters Score -1.594855e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 156384 members 
Entering Unmasked Estep 
Score: -15948949.000000 Penalty: 3887.944092
	Iteration 11Q: 3 clusters Score -1.594895e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 156522 members 
Entering Unmasked Estep 
Score: -15949058.000000 Penalty: 3887.944092
	Iteration 12Q: 3 clusters Score -1.594906e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 156566 members 
Entering Unmasked Estep 
Score: -15949142.000000 Penalty: 3887.944092
	Iteration 13Q: 3 clusters Score -1.594914e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 156581 members 
Entering Unmasked Estep 
Score: -15949165.000000 Penalty: 3887.944092
	Iteration 14Q: 3 clusters Score -1.594916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 156590 members 
Entering Unmasked Estep 
Score: -15949202.000000 Penalty: 3887.944092
	Iteration 15Q: 3 clusters Score -1.59492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 156594 members 
Entering Unmasked Estep 
Score: -15949210.000000 Penalty: 3887.944092
	Iteration 16Q: 3 clusters Score -1.594921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 156597 members 
Entering Unmasked Estep 
Score: -15949217.000000 Penalty: 3887.944092
	Iteration 17Q: 3 clusters Score -1.594922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 156599 members 
Entering Unmasked Estep 
Score: -15949212.000000 Penalty: 3887.944092
	Iteration 18Q: 3 clusters Score -1.594921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 156601 members 
Entering Unmasked Estep 
Score: -15949234.000000 Penalty: 3887.944092
	Iteration 19Q: 3 clusters Score -1.594923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 156602 members 
Entering Unmasked Estep 
Score: -15949238.000000 Penalty: 3887.944092
	Iteration 20F: 3 clusters Score -1.594924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 156597 members 
Entering Unmasked Estep 
Score: -15949262.000000 Penalty: 3887.944092
	Iteration 21Q: 3 clusters Score -1.594926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 156597 members 
Entering Unmasked Estep 
Score: -15949260.000000 Penalty: 3887.944092
	Iteration 22Q: 3 clusters Score -1.594926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 156600 members 
Entering Unmasked Estep 
Score: -15949250.000000 Penalty: 3887.944092
	Iteration 23Q: 3 clusters Score -1.594925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 156604 members 
Entering Unmasked Estep 
Score: -15949252.000000 Penalty: 3887.944092
	Iteration 24Q: 3 clusters Score -1.594925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 156605 members 
Entering Unmasked Estep 
Score: -15949258.000000 Penalty: 3887.944092
	Iteration 25Q: 3 clusters Score -1.594926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 156607 members 
Entering Unmasked Estep 
Score: -15949258.000000 Penalty: 3887.944092
	Iteration 26Q: 3 clusters Score -1.594926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 156608 members 
Entering Unmasked Estep 
Score: -15949263.000000 Penalty: 3887.944092
	Iteration 27Q: 3 clusters Score -1.594926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 156610 members 
Entering Unmasked Estep 
Score: -15949259.000000 Penalty: 3887.944092
	Iteration 28Q: 3 clusters Score -1.594926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 156608 members 
Entering Unmasked Estep 
Score: -15949260.000000 Penalty: 3887.944092
	Iteration 29Q: 3 clusters Score -1.594926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 156610 members 
Entering Unmasked Estep 
Score: -15949268.000000 Penalty: 3887.944092
	Iteration 30Q: 3 clusters Score -1.594927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 156610 members 
Entering Unmasked Estep 
Score: -15949267.000000 Penalty: 3887.944092
	Iteration 31Q: 3 clusters Score -1.594927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 156609 members 
Entering Unmasked Estep 
Score: -15949275.000000 Penalty: 3887.944092
	Iteration 32Q: 3 clusters Score -1.594928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 156609 members 
Entering Unmasked Estep 
Score: -15949278.000000 Penalty: 3887.944092
	Iteration 33Q: 3 clusters Score -1.594928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 156611 members 
Entering Unmasked Estep 
Score: -15949273.000000 Penalty: 3887.944092
	Iteration 34Q: 3 clusters Score -1.594927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 156612 members 
Entering Unmasked Estep 
Score: -15949280.000000 Penalty: 3887.944092
	Iteration 35Q: 3 clusters Score -1.594928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 156611 members 
Entering Unmasked Estep 
Score: -15949300.000000 Penalty: 3887.944092
	Iteration 36Q: 3 clusters Score -1.59493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 156609 members 
Entering Unmasked Estep 
Score: -15949302.000000 Penalty: 3887.944092
	Iteration 37Q: 3 clusters Score -1.59493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 156608 members 
Entering Unmasked Estep 
Score: -15949299.000000 Penalty: 3887.944092
	Iteration 38Q: 3 clusters Score -1.59493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 156608 members 
Entering Unmasked Estep 
Score: -15949299.000000 Penalty: 3887.944092
	Iteration 39F: 3 clusters Score -1.59493e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Entering Unmasked Estep 
Score: -668801.625000 Penalty: 1428.542358
	Iteration 0F: 2 clusters Score -668801.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -663798.187500 Penalty: 2857.084717
	Iteration 0F: 3 clusters Score -663798.2 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -665229.562500 Penalty: 2857.084717
	Iteration 1F: 3 clusters Score -665229.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -665418.687500 Penalty: 2857.084717
	Iteration 2F: 3 clusters Score -665418.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -665556.312500 Penalty: 2857.084717
	Iteration 3F: 3 clusters Score -665556.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -665676.687500 Penalty: 2857.084717
	Iteration 4Q: 3 clusters Score -665676.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -665764.375000 Penalty: 2857.084717
	Iteration 5Q: 3 clusters Score -665764.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -665841.562500 Penalty: 2857.084717
	Iteration 6Q: 3 clusters Score -665841.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -665912.312500 Penalty: 2857.084717
	Iteration 7Q: 3 clusters Score -665912.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -665986.437500 Penalty: 2857.084717
	Iteration 8Q: 3 clusters Score -665986.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -666062.125000 Penalty: 2857.084717
	Iteration 9Q: 3 clusters Score -666062.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -666135.812500 Penalty: 2857.084717
	Iteration 10Q: 3 clusters Score -666135.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -666224.687500 Penalty: 2857.084717
	Iteration 11Q: 3 clusters Score -666224.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -666345.562500 Penalty: 2857.084717
	Iteration 12Q: 3 clusters Score -666345.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -666486.750000 Penalty: 2857.084717
	Iteration 13Q: 3 clusters Score -666486.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -666641.500000 Penalty: 2857.084717
	Iteration 14Q: 3 clusters Score -666641.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -666786.000000 Penalty: 2857.084717
	Iteration 15Q: 3 clusters Score -666786 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -666929.812500 Penalty: 2857.084717
	Iteration 16Q: 3 clusters Score -666929.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -667050.750000 Penalty: 2857.084717
	Iteration 17Q: 3 clusters Score -667050.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -667153.625000 Penalty: 2857.084717
	Iteration 18Q: 3 clusters Score -667153.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -667237.437500 Penalty: 2857.084717
	Iteration 19Q: 3 clusters Score -667237.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -667305.500000 Penalty: 2857.084717
	Iteration 20F: 3 clusters Score -667305.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -667374.437500 Penalty: 2857.084717
	Iteration 21Q: 3 clusters Score -667374.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -667443.937500 Penalty: 2857.084717
	Iteration 22Q: 3 clusters Score -667443.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -667502.375000 Penalty: 2857.084717
	Iteration 23Q: 3 clusters Score -667502.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -667545.625000 Penalty: 2857.084717
	Iteration 24Q: 3 clusters Score -667545.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -667574.125000 Penalty: 2857.084717
	Iteration 25Q: 3 clusters Score -667574.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -667586.875000 Penalty: 2857.084717
	Iteration 26Q: 3 clusters Score -667586.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -667598.312500 Penalty: 2857.084717
	Iteration 27Q: 3 clusters Score -667598.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -667606.687500 Penalty: 2857.084717
	Iteration 28Q: 3 clusters Score -667606.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -667614.125000 Penalty: 2857.084717
	Iteration 29Q: 3 clusters Score -667614.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -667622.687500 Penalty: 2857.084717
	Iteration 30Q: 3 clusters Score -667622.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -667632.687500 Penalty: 2857.084717
	Iteration 31Q: 3 clusters Score -667632.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -667643.375000 Penalty: 2857.084717
	Iteration 32Q: 3 clusters Score -667643.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -667657.062500 Penalty: 2857.084717
	Iteration 33Q: 3 clusters Score -667657.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -667663.687500 Penalty: 2857.084717
	Iteration 34Q: 3 clusters Score -667663.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -667673.937500 Penalty: 2857.084717
	Iteration 35Q: 3 clusters Score -667673.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -667680.875000 Penalty: 2857.084717
	Iteration 36Q: 3 clusters Score -667680.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -667690.750000 Penalty: 2857.084717
	Iteration 37Q: 3 clusters Score -667690.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -667696.937500 Penalty: 2857.084717
	Iteration 38Q: 3 clusters Score -667696.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -667706.187500 Penalty: 2857.084717
	Iteration 39Q: 3 clusters Score -667706.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -667711.750000 Penalty: 2857.084717
	Iteration 40F: 3 clusters Score -667711.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -667716.000000 Penalty: 2857.084717
	Iteration 41Q: 3 clusters Score -667716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -667721.875000 Penalty: 2857.084717
	Iteration 42Q: 3 clusters Score -667721.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -667724.937500 Penalty: 2857.084717
	Iteration 43Q: 3 clusters Score -667724.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -667726.812500 Penalty: 2857.084717
	Iteration 44Q: 3 clusters Score -667726.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -667728.875000 Penalty: 2857.084717
	Iteration 45Q: 3 clusters Score -667728.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -667729.562500 Penalty: 2857.084717
	Iteration 46Q: 3 clusters Score -667729.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -667729.500000 Penalty: 2857.084717
	Iteration 47Q: 3 clusters Score -667729.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -667729.500000 Penalty: 2857.084717
	Iteration 48F: 3 clusters Score -667729.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (171953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171953 members 
Entering Unmasked Estep 
Score: -17652830.000000 Penalty: 1958.933716
	Iteration 0F: 2 clusters Score -1.765283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86037 members 
Mstep: Class 2 contains 85916 members 
Entering Unmasked Estep 
Score: -17544862.000000 Penalty: 3917.867432
	Iteration 0F: 3 clusters Score -1.754486e+07 nChanged 83212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88483 members 
Mstep: Class 2 contains 83470 members 
Entering Unmasked Estep 
Score: -17595122.000000 Penalty: 3917.867432
	Iteration 1F: 3 clusters Score -1.759512e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90138 members 
Mstep: Class 2 contains 81815 members 
Entering Unmasked Estep 
Score: -17596808.000000 Penalty: 3917.867432
	Iteration 2Q: 3 clusters Score -1.759681e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93079 members 
Mstep: Class 2 contains 78874 members 
Entering Unmasked Estep 
Score: -17599140.000000 Penalty: 3917.867432
	Iteration 3Q: 3 clusters Score -1.759914e+07 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97675 members 
Mstep: Class 2 contains 74278 members 
Entering Unmasked Estep 
Score: -17603292.000000 Penalty: 3917.867432
	Iteration 4Q: 3 clusters Score -1.760329e+07 nChanged 10149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104402 members 
Mstep: Class 2 contains 67551 members 
Entering Unmasked Estep 
Score: -17609612.000000 Penalty: 3917.867432
	Iteration 5F: 3 clusters Score -1.760961e+07 nChanged 11734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113134 members 
Mstep: Class 2 contains 58819 members 
Entering Unmasked Estep 
Score: -17618682.000000 Penalty: 3917.867432
	Iteration 6F: 3 clusters Score -1.761868e+07 nChanged 12100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122676 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -17628960.000000 Penalty: 3917.867432
	Iteration 7F: 3 clusters Score -1.762896e+07 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131109 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -17636954.000000 Penalty: 3917.867432
	Iteration 8F: 3 clusters Score -1.763695e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138029 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -17641764.000000 Penalty: 3917.867432
	Iteration 9Q: 3 clusters Score -1.764176e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143899 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -17644450.000000 Penalty: 3917.867432
	Iteration 10Q: 3 clusters Score -1.764445e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149061 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -17646496.000000 Penalty: 3917.867432
	Iteration 11Q: 3 clusters Score -1.76465e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153852 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -17648012.000000 Penalty: 3917.867432
	Iteration 12Q: 3 clusters Score -1.764801e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158128 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -17649040.000000 Penalty: 3917.867432
	Iteration 13Q: 3 clusters Score -1.764904e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161677 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -17649676.000000 Penalty: 3917.867432
	Iteration 14Q: 3 clusters Score -1.764968e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164583 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -17650288.000000 Penalty: 3917.867432
	Iteration 15Q: 3 clusters Score -1.765029e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166861 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -17650900.000000 Penalty: 3917.867432
	Iteration 16Q: 3 clusters Score -1.76509e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168566 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -17651126.000000 Penalty: 3917.867432
	Iteration 17Q: 3 clusters Score -1.765113e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169719 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -17651324.000000 Penalty: 3917.867432
	Iteration 18Q: 3 clusters Score -1.765132e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170492 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -17651340.000000 Penalty: 3917.867432
	Iteration 19Q: 3 clusters Score -1.765134e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170968 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -17651392.000000 Penalty: 3917.867432
	Iteration 20F: 3 clusters Score -1.765139e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171271 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -17651414.000000 Penalty: 3917.867432
	Iteration 21Q: 3 clusters Score -1.765141e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171440 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -17651358.000000 Penalty: 3917.867432
	Iteration 22Q: 3 clusters Score -1.765136e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171534 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -17651424.000000 Penalty: 3917.867432
	Iteration 23Q: 3 clusters Score -1.765142e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171587 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -17651436.000000 Penalty: 3917.867432
	Iteration 24Q: 3 clusters Score -1.765144e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171619 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -17651434.000000 Penalty: 3917.867432
	Iteration 25Q: 3 clusters Score -1.765143e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171642 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -17651440.000000 Penalty: 3917.867432
	Iteration 26Q: 3 clusters Score -1.765144e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171663 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -17651448.000000 Penalty: 3917.867432
	Iteration 27Q: 3 clusters Score -1.765145e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171678 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -17651442.000000 Penalty: 3917.867432
	Iteration 28Q: 3 clusters Score -1.765144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171690 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -17651442.000000 Penalty: 3917.867432
	Iteration 29Q: 3 clusters Score -1.765144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171697 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -17651442.000000 Penalty: 3917.867432
	Iteration 30Q: 3 clusters Score -1.765144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171701 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -17651436.000000 Penalty: 3917.867432
	Iteration 31Q: 3 clusters Score -1.765144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171702 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -17651430.000000 Penalty: 3917.867432
	Iteration 32Q: 3 clusters Score -1.765143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171702 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -17651430.000000 Penalty: 3917.867432
	Iteration 33F: 3 clusters Score -1.765143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145713 members 
Mstep: Class 6 contains 81019 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150505 members 
Mstep: Class 11 contains 171641 members 
Mstep: Class 12 contains 14778 members 
Mstep: Class 13 contains 160746 members 
Mstep: Class 14 contains 117030 members 
Mstep: Class 15 contains 15333 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 52672 members 
Mstep: Class 18 contains 12850 members 
Mstep: Class 19 contains 156828 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961440.000000 Penalty: 38861.996094
Iteration 359Q: 18 clusters Score -1.279614e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145713 members 
Mstep: Class 6 contains 81019 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150505 members 
Mstep: Class 11 contains 171643 members 
Mstep: Class 12 contains 14778 members 
Mstep: Class 13 contains 160747 members 
Mstep: Class 14 contains 117030 members 
Mstep: Class 15 contains 15332 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 52672 members 
Mstep: Class 18 contains 12850 members 
Mstep: Class 19 contains 156827 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961456.000000 Penalty: 38861.996094
Iteration 360F: 18 clusters Score -1.279615e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145712 members 
Mstep: Class 6 contains 81019 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150506 members 
Mstep: Class 11 contains 171644 members 
Mstep: Class 12 contains 14778 members 
Mstep: Class 13 contains 160745 members 
Mstep: Class 14 contains 117030 members 
Mstep: Class 15 contains 15333 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 52672 members 
Mstep: Class 18 contains 12850 members 
Mstep: Class 19 contains 156827 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961496.000000 Penalty: 38861.996094
Iteration 361Q: 18 clusters Score -1.279615e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145712 members 
Mstep: Class 6 contains 81019 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150506 members 
Mstep: Class 11 contains 171645 members 
Mstep: Class 12 contains 14778 members 
Mstep: Class 13 contains 160742 members 
Mstep: Class 14 contains 117030 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 52672 members 
Mstep: Class 18 contains 12850 members 
Mstep: Class 19 contains 156826 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961512.000000 Penalty: 38861.996094
Iteration 362Q: 18 clusters Score -1.279615e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145713 members 
Mstep: Class 6 contains 81019 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150506 members 
Mstep: Class 11 contains 171645 members 
Mstep: Class 12 contains 14778 members 
Mstep: Class 13 contains 160740 members 
Mstep: Class 14 contains 117030 members 
Mstep: Class 15 contains 15338 members 
Mstep: Class 16 contains 19555 members 
Mstep: Class 17 contains 52672 members 
Mstep: Class 18 contains 12850 members 
Mstep: Class 19 contains 156826 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961504.000000 Penalty: 38861.996094
Iteration 363Q: 18 clusters Score -1.279615e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145712 members 
Mstep: Class 6 contains 81019 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150507 members 
Mstep: Class 11 contains 171645 members 
Mstep: Class 12 contains 14778 members 
Mstep: Class 13 contains 160739 members 
Mstep: Class 14 contains 117030 members 
Mstep: Class 15 contains 15339 members 
Mstep: Class 16 contains 19555 members 
Mstep: Class 17 contains 52672 members 
Mstep: Class 18 contains 12850 members 
Mstep: Class 19 contains 156826 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961496.000000 Penalty: 38861.996094
Iteration 364Q: 18 clusters Score -1.279615e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145712 members 
Mstep: Class 6 contains 81019 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150506 members 
Mstep: Class 11 contains 171645 members 
Mstep: Class 12 contains 14779 members 
Mstep: Class 13 contains 160738 members 
Mstep: Class 14 contains 117030 members 
Mstep: Class 15 contains 15339 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 52672 members 
Mstep: Class 18 contains 12850 members 
Mstep: Class 19 contains 156826 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961496.000000 Penalty: 38861.996094
Iteration 365Q: 18 clusters Score -1.279615e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145713 members 
Mstep: Class 6 contains 81019 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150504 members 
Mstep: Class 11 contains 171646 members 
Mstep: Class 12 contains 14779 members 
Mstep: Class 13 contains 160739 members 
Mstep: Class 14 contains 117030 members 
Mstep: Class 15 contains 15338 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 52672 members 
Mstep: Class 18 contains 12850 members 
Mstep: Class 19 contains 156826 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961520.000000 Penalty: 38861.996094
Iteration 366Q: 18 clusters Score -1.279615e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145712 members 
Mstep: Class 6 contains 81018 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150505 members 
Mstep: Class 11 contains 171647 members 
Mstep: Class 12 contains 14779 members 
Mstep: Class 13 contains 160738 members 
Mstep: Class 14 contains 117030 members 
Mstep: Class 15 contains 15338 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 52672 members 
Mstep: Class 18 contains 12850 members 
Mstep: Class 19 contains 156826 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961536.000000 Penalty: 38861.996094
Iteration 367Q: 18 clusters Score -1.279615e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145712 members 
Mstep: Class 6 contains 81018 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150506 members 
Mstep: Class 11 contains 171647 members 
Mstep: Class 12 contains 14780 members 
Mstep: Class 13 contains 160736 members 
Mstep: Class 14 contains 117030 members 
Mstep: Class 15 contains 15339 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 52671 members 
Mstep: Class 18 contains 12850 members 
Mstep: Class 19 contains 156826 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961488.000000 Penalty: 38861.996094
Iteration 368Q: 18 clusters Score -1.279615e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145712 members 
Mstep: Class 6 contains 81018 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150506 members 
Mstep: Class 11 contains 171647 members 
Mstep: Class 12 contains 14780 members 
Mstep: Class 13 contains 160732 members 
Mstep: Class 14 contains 117030 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 52671 members 
Mstep: Class 18 contains 12850 members 
Mstep: Class 19 contains 156827 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961440.000000 Penalty: 38861.996094
Iteration 369Q: 18 clusters Score -1.279614e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145712 members 
Mstep: Class 6 contains 81018 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150506 members 
Mstep: Class 11 contains 171647 members 
Mstep: Class 12 contains 14780 members 
Mstep: Class 13 contains 160731 members 
Mstep: Class 14 contains 117030 members 
Mstep: Class 15 contains 15342 members 
Mstep: Class 16 contains 19558 members 
Mstep: Class 17 contains 52671 members 
Mstep: Class 18 contains 12850 members 
Mstep: Class 19 contains 156828 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961480.000000 Penalty: 38861.996094
Iteration 370Q: 18 clusters Score -1.279615e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145712 members 
Mstep: Class 6 contains 81018 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150506 members 
Mstep: Class 11 contains 171647 members 
Mstep: Class 12 contains 14780 members 
Mstep: Class 13 contains 160730 members 
Mstep: Class 14 contains 117030 members 
Mstep: Class 15 contains 15342 members 
Mstep: Class 16 contains 19558 members 
Mstep: Class 17 contains 52671 members 
Mstep: Class 18 contains 12850 members 
Mstep: Class 19 contains 156829 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961472.000000 Penalty: 38861.996094
Iteration 371Q: 18 clusters Score -1.279615e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 5 contains 145712 members 
Mstep: Class 6 contains 81018 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 150506 members 
Mstep: Class 11 contains 171647 members 
Mstep: Class 12 contains 14780 members 
Mstep: Class 13 contains 160730 members 
Mstep: Class 14 contains 117030 members 
Mstep: Class 15 contains 15342 members 
Mstep: Class 16 contains 19558 members 
Mstep: Class 17 contains 52671 members 
Mstep: Class 18 contains 12850 members 
Mstep: Class 19 contains 156829 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 22 contains 171951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127961472.000000 Penalty: 38861.996094
Iteration 372F: 18 clusters Score -1.279615e+08 nChanged 0
Entering ConstructFrom: 
Score: -127961472.000000 Penalty: 38861.996094
Entering ConstructFrom: 
Trying to split cluster 1 (1961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Entering Unmasked Estep 
Score: -170971.921875 Penalty: 1231.946533
	Iteration 0F: 2 clusters Score -170971.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -168972.500000 Penalty: 2463.893066
	Iteration 0F: 3 clusters Score -168972.5 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -169682.187500 Penalty: 2463.893066
	Iteration 1F: 3 clusters Score -169682.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -169898.078125 Penalty: 2463.893066
	Iteration 2F: 3 clusters Score -169898.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -170029.140625 Penalty: 2463.893066
	Iteration 3F: 3 clusters Score -170029.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -170174.781250 Penalty: 2463.893066
	Iteration 4F: 3 clusters Score -170174.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -170293.328125 Penalty: 2463.893066
	Iteration 5Q: 3 clusters Score -170293.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -170378.671875 Penalty: 2463.893066
	Iteration 6Q: 3 clusters Score -170378.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -170431.296875 Penalty: 2463.893066
	Iteration 7Q: 3 clusters Score -170431.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -170468.781250 Penalty: 2463.893066
	Iteration 8Q: 3 clusters Score -170468.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -170489.171875 Penalty: 2463.893066
	Iteration 9Q: 3 clusters Score -170489.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -170499.687500 Penalty: 2463.893066
	Iteration 10Q: 3 clusters Score -170499.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -170505.171875 Penalty: 2463.893066
	Iteration 11Q: 3 clusters Score -170505.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -170508.796875 Penalty: 2463.893066
	Iteration 12Q: 3 clusters Score -170508.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -170509.906250 Penalty: 2463.893066
	Iteration 13Q: 3 clusters Score -170509.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -170511.015625 Penalty: 2463.893066
	Iteration 14Q: 3 clusters Score -170511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -170511.562500 Penalty: 2463.893066
	Iteration 15Q: 3 clusters Score -170511.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -170511.718750 Penalty: 2463.893066
	Iteration 16Q: 3 clusters Score -170511.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -170511.718750 Penalty: 2463.893066
	Iteration 17F: 3 clusters Score -170511.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Entering Unmasked Estep 
Score: -310463.031250 Penalty: 1319.014771
	Iteration 0F: 2 clusters Score -310463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -307548.000000 Penalty: 2638.029541
	Iteration 0F: 3 clusters Score -307548 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -308335.156250 Penalty: 2638.029541
	Iteration 1F: 3 clusters Score -308335.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -308552.406250 Penalty: 2638.029541
	Iteration 2F: 3 clusters Score -308552.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -308755.625000 Penalty: 2638.029541
	Iteration 3F: 3 clusters Score -308755.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -308901.437500 Penalty: 2638.029541
	Iteration 4F: 3 clusters Score -308901.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -309015.000000 Penalty: 2638.029541
	Iteration 5Q: 3 clusters Score -309015 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -309111.281250 Penalty: 2638.029541
	Iteration 6Q: 3 clusters Score -309111.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -309207.531250 Penalty: 2638.029541
	Iteration 7Q: 3 clusters Score -309207.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -309288.468750 Penalty: 2638.029541
	Iteration 8Q: 3 clusters Score -309288.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -309347.781250 Penalty: 2638.029541
	Iteration 9Q: 3 clusters Score -309347.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -309404.000000 Penalty: 2638.029541
	Iteration 10Q: 3 clusters Score -309404 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -309481.187500 Penalty: 2638.029541
	Iteration 11Q: 3 clusters Score -309481.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -309588.406250 Penalty: 2638.029541
	Iteration 12Q: 3 clusters Score -309588.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -309729.531250 Penalty: 2638.029541
	Iteration 13Q: 3 clusters Score -309729.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -309848.312500 Penalty: 2638.029541
	Iteration 14Q: 3 clusters Score -309848.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -309894.843750 Penalty: 2638.029541
	Iteration 15Q: 3 clusters Score -309894.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -309916.468750 Penalty: 2638.029541
	Iteration 16Q: 3 clusters Score -309916.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -309928.875000 Penalty: 2638.029541
	Iteration 17Q: 3 clusters Score -309928.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -309942.187500 Penalty: 2638.029541
	Iteration 18Q: 3 clusters Score -309942.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -309952.406250 Penalty: 2638.029541
	Iteration 19Q: 3 clusters Score -309952.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -309957.906250 Penalty: 2638.029541
	Iteration 20F: 3 clusters Score -309957.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -309961.625000 Penalty: 2638.029541
	Iteration 21Q: 3 clusters Score -309961.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -309963.906250 Penalty: 2638.029541
	Iteration 22Q: 3 clusters Score -309963.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -309965.312500 Penalty: 2638.029541
	Iteration 23Q: 3 clusters Score -309965.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -309965.031250 Penalty: 2638.029541
	Iteration 24Q: 3 clusters Score -309965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -309965.031250 Penalty: 2638.029541
	Iteration 25F: 3 clusters Score -309965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (145712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145712 members 
Entering Unmasked Estep 
Score: -14810289.000000 Penalty: 1932.025391
	Iteration 0F: 2 clusters Score -1.481029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72841 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -14713116.000000 Penalty: 3864.050781
	Iteration 0F: 3 clusters Score -1.471312e+07 nChanged 70229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72636 members 
Mstep: Class 2 contains 73076 members 
Entering Unmasked Estep 
Score: -14753984.000000 Penalty: 3864.050781
	Iteration 1F: 3 clusters Score -1.475398e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72190 members 
Mstep: Class 2 contains 73522 members 
Entering Unmasked Estep 
Score: -14754605.000000 Penalty: 3864.050781
	Iteration 2Q: 3 clusters Score -1.47546e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71540 members 
Mstep: Class 2 contains 74172 members 
Entering Unmasked Estep 
Score: -14755296.000000 Penalty: 3864.050781
	Iteration 3Q: 3 clusters Score -1.47553e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70545 members 
Mstep: Class 2 contains 75167 members 
Entering Unmasked Estep 
Score: -14756096.000000 Penalty: 3864.050781
	Iteration 4Q: 3 clusters Score -1.47561e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 76628 members 
Entering Unmasked Estep 
Score: -14756941.000000 Penalty: 3864.050781
	Iteration 5Q: 3 clusters Score -1.475694e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 78838 members 
Entering Unmasked Estep 
Score: -14758162.000000 Penalty: 3864.050781
	Iteration 6Q: 3 clusters Score -1.475816e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63558 members 
Mstep: Class 2 contains 82154 members 
Entering Unmasked Estep 
Score: -14759751.000000 Penalty: 3864.050781
	Iteration 7Q: 3 clusters Score -1.475975e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 86877 members 
Entering Unmasked Estep 
Score: -14761943.000000 Penalty: 3864.050781
	Iteration 8Q: 3 clusters Score -1.476194e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52179 members 
Mstep: Class 2 contains 93533 members 
Entering Unmasked Estep 
Score: -14765660.000000 Penalty: 3864.050781
	Iteration 9F: 3 clusters Score -1.476566e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 102226 members 
Entering Unmasked Estep 
Score: -14771754.000000 Penalty: 3864.050781
	Iteration 10F: 3 clusters Score -1.477175e+07 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 112537 members 
Entering Unmasked Estep 
Score: -14780319.000000 Penalty: 3864.050781
	Iteration 11F: 3 clusters Score -1.478032e+07 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 123050 members 
Entering Unmasked Estep 
Score: -14789487.000000 Penalty: 3864.050781
	Iteration 12F: 3 clusters Score -1.478949e+07 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 131990 members 
Entering Unmasked Estep 
Score: -14797709.000000 Penalty: 3864.050781
	Iteration 13F: 3 clusters Score -1.479771e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 138129 members 
Entering Unmasked Estep 
Score: -14803225.000000 Penalty: 3864.050781
	Iteration 14Q: 3 clusters Score -1.480322e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 141647 members 
Entering Unmasked Estep 
Score: -14806210.000000 Penalty: 3864.050781
	Iteration 15Q: 3 clusters Score -1.480621e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 143526 members 
Entering Unmasked Estep 
Score: -14807619.000000 Penalty: 3864.050781
	Iteration 16Q: 3 clusters Score -1.480762e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 144438 members 
Entering Unmasked Estep 
Score: -14808245.000000 Penalty: 3864.050781
	Iteration 17Q: 3 clusters Score -1.480824e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 144838 members 
Entering Unmasked Estep 
Score: -14808546.000000 Penalty: 3864.050781
	Iteration 18Q: 3 clusters Score -1.480855e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 145030 members 
Entering Unmasked Estep 
Score: -14808678.000000 Penalty: 3864.050781
	Iteration 19Q: 3 clusters Score -1.480868e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 145119 members 
Entering Unmasked Estep 
Score: -14808733.000000 Penalty: 3864.050781
	Iteration 20F: 3 clusters Score -1.480873e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 145172 members 
Entering Unmasked Estep 
Score: -14808777.000000 Penalty: 3864.050781
	Iteration 21Q: 3 clusters Score -1.480878e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 145211 members 
Entering Unmasked Estep 
Score: -14808817.000000 Penalty: 3864.050781
	Iteration 22Q: 3 clusters Score -1.480882e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 145235 members 
Entering Unmasked Estep 
Score: -14808840.000000 Penalty: 3864.050781
	Iteration 23Q: 3 clusters Score -1.480884e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 145257 members 
Entering Unmasked Estep 
Score: -14808862.000000 Penalty: 3864.050781
	Iteration 24Q: 3 clusters Score -1.480886e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 145274 members 
Entering Unmasked Estep 
Score: -14808882.000000 Penalty: 3864.050781
	Iteration 25Q: 3 clusters Score -1.480888e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 145283 members 
Entering Unmasked Estep 
Score: -14808910.000000 Penalty: 3864.050781
	Iteration 26Q: 3 clusters Score -1.480891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 145287 members 
Entering Unmasked Estep 
Score: -14808901.000000 Penalty: 3864.050781
	Iteration 27Q: 3 clusters Score -1.48089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 145290 members 
Entering Unmasked Estep 
Score: -14808904.000000 Penalty: 3864.050781
	Iteration 28Q: 3 clusters Score -1.48089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 145289 members 
Entering Unmasked Estep 
Score: -14808905.000000 Penalty: 3864.050781
	Iteration 29Q: 3 clusters Score -1.48089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 145289 members 
Entering Unmasked Estep 
Score: -14808905.000000 Penalty: 3864.050781
	Iteration 30F: 3 clusters Score -1.48089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (81018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81018 members 
Entering Unmasked Estep 
Score: -8324436.500000 Penalty: 1836.644287
	Iteration 0F: 2 clusters Score -8324436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -8270511.500000 Penalty: 3673.288574
	Iteration 0F: 3 clusters Score -8270512 nChanged 38427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -8292360.000000 Penalty: 3673.288574
	Iteration 1F: 3 clusters Score -8292360 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -8292982.500000 Penalty: 3673.288574
	Iteration 2Q: 3 clusters Score -8292982 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -8293819.500000 Penalty: 3673.288574
	Iteration 3Q: 3 clusters Score -8293820 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -8295179.000000 Penalty: 3673.288574
	Iteration 4Q: 3 clusters Score -8295179 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -8297733.000000 Penalty: 3673.288574
	Iteration 5F: 3 clusters Score -8297733 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -8302221.500000 Penalty: 3673.288574
	Iteration 6F: 3 clusters Score -8302222 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66753 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -8308826.500000 Penalty: 3673.288574
	Iteration 7F: 3 clusters Score -8308826 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73856 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -8315929.500000 Penalty: 3673.288574
	Iteration 8F: 3 clusters Score -8315930 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78511 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -8320471.000000 Penalty: 3673.288574
	Iteration 9F: 3 clusters Score -8320471 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80326 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8322187.000000 Penalty: 3673.288574
	Iteration 10Q: 3 clusters Score -8322187 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80769 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8322614.000000 Penalty: 3673.288574
	Iteration 11Q: 3 clusters Score -8322614 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80865 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8322730.500000 Penalty: 3673.288574
	Iteration 12Q: 3 clusters Score -8322730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80884 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8322756.500000 Penalty: 3673.288574
	Iteration 13Q: 3 clusters Score -8322756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80890 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8322800.500000 Penalty: 3673.288574
	Iteration 14Q: 3 clusters Score -8322800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80895 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8322809.000000 Penalty: 3673.288574
	Iteration 15Q: 3 clusters Score -8322809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80898 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8322816.000000 Penalty: 3673.288574
	Iteration 16Q: 3 clusters Score -8322816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80899 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8322820.000000 Penalty: 3673.288574
	Iteration 17Q: 3 clusters Score -8322820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80897 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8322823.500000 Penalty: 3673.288574
	Iteration 18Q: 3 clusters Score -8322824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80896 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8322823.500000 Penalty: 3673.288574
	Iteration 19Q: 3 clusters Score -8322824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80896 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8322823.500000 Penalty: 3673.288574
	Iteration 20F: 3 clusters Score -8322824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Entering Unmasked Estep 
Score: -443742.406250 Penalty: 1359.686279
	Iteration 0F: 2 clusters Score -443742.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -440180.093750 Penalty: 2719.372559
	Iteration 0F: 3 clusters Score -440180.1 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -441091.812500 Penalty: 2719.372559
	Iteration 1F: 3 clusters Score -441091.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -441238.000000 Penalty: 2719.372559
	Iteration 2F: 3 clusters Score -441238 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -441335.812500 Penalty: 2719.372559
	Iteration 3Q: 3 clusters Score -441335.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -441424.656250 Penalty: 2719.372559
	Iteration 4Q: 3 clusters Score -441424.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -441511.906250 Penalty: 2719.372559
	Iteration 5Q: 3 clusters Score -441511.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -441588.156250 Penalty: 2719.372559
	Iteration 6Q: 3 clusters Score -441588.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -441682.968750 Penalty: 2719.372559
	Iteration 7Q: 3 clusters Score -441683 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -441792.125000 Penalty: 2719.372559
	Iteration 8Q: 3 clusters Score -441792.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -441916.125000 Penalty: 2719.372559
	Iteration 9Q: 3 clusters Score -441916.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -442079.781250 Penalty: 2719.372559
	Iteration 10Q: 3 clusters Score -442079.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -442260.250000 Penalty: 2719.372559
	Iteration 11Q: 3 clusters Score -442260.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -442417.375000 Penalty: 2719.372559
	Iteration 12Q: 3 clusters Score -442417.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -442546.625000 Penalty: 2719.372559
	Iteration 13Q: 3 clusters Score -442546.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -442639.031250 Penalty: 2719.372559
	Iteration 14Q: 3 clusters Score -442639 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -442708.625000 Penalty: 2719.372559
	Iteration 15Q: 3 clusters Score -442708.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -442761.906250 Penalty: 2719.372559
	Iteration 16Q: 3 clusters Score -442761.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -442794.343750 Penalty: 2719.372559
	Iteration 17Q: 3 clusters Score -442794.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -442820.156250 Penalty: 2719.372559
	Iteration 18Q: 3 clusters Score -442820.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -442847.718750 Penalty: 2719.372559
	Iteration 19Q: 3 clusters Score -442847.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -442872.218750 Penalty: 2719.372559
	Iteration 20F: 3 clusters Score -442872.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -442890.718750 Penalty: 2719.372559
	Iteration 21Q: 3 clusters Score -442890.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -442900.031250 Penalty: 2719.372559
	Iteration 22Q: 3 clusters Score -442900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -442913.500000 Penalty: 2719.372559
	Iteration 23Q: 3 clusters Score -442913.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -442927.187500 Penalty: 2719.372559
	Iteration 24Q: 3 clusters Score -442927.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -442934.656250 Penalty: 2719.372559
	Iteration 25Q: 3 clusters Score -442934.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -442938.593750 Penalty: 2719.372559
	Iteration 26Q: 3 clusters Score -442938.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -442946.000000 Penalty: 2719.372559
	Iteration 27Q: 3 clusters Score -442946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -442951.468750 Penalty: 2719.372559
	Iteration 28Q: 3 clusters Score -442951.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -442953.625000 Penalty: 2719.372559
	Iteration 29Q: 3 clusters Score -442953.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -442954.437500 Penalty: 2719.372559
	Iteration 30Q: 3 clusters Score -442954.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -442955.781250 Penalty: 2719.372559
	Iteration 31Q: 3 clusters Score -442955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -442957.750000 Penalty: 2719.372559
	Iteration 32Q: 3 clusters Score -442957.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -442959.718750 Penalty: 2719.372559
	Iteration 33Q: 3 clusters Score -442959.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -442961.500000 Penalty: 2719.372559
	Iteration 34Q: 3 clusters Score -442961.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -442962.125000 Penalty: 2719.372559
	Iteration 35Q: 3 clusters Score -442962.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -442962.937500 Penalty: 2719.372559
	Iteration 36Q: 3 clusters Score -442962.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -442965.187500 Penalty: 2719.372559
	Iteration 37Q: 3 clusters Score -442965.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -442967.250000 Penalty: 2719.372559
	Iteration 38Q: 3 clusters Score -442967.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -442967.406250 Penalty: 2719.372559
	Iteration 39Q: 3 clusters Score -442967.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -442969.343750 Penalty: 2719.372559
	Iteration 40F: 3 clusters Score -442969.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -442968.531250 Penalty: 2719.372559
	Iteration 41Q: 3 clusters Score -442968.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -442969.281250 Penalty: 2719.372559
	Iteration 42Q: 3 clusters Score -442969.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -442969.281250 Penalty: 2719.372559
	Iteration 43F: 3 clusters Score -442969.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (150506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150506 members 
Entering Unmasked Estep 
Score: -15161159.000000 Penalty: 1937.285767
	Iteration 0F: 2 clusters Score -1.516116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75344 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -15060809.000000 Penalty: 3874.571533
	Iteration 0F: 3 clusters Score -1.506081e+07 nChanged 72418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76810 members 
Mstep: Class 2 contains 73696 members 
Entering Unmasked Estep 
Score: -15104214.000000 Penalty: 3874.571533
	Iteration 1F: 3 clusters Score -1.510421e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77756 members 
Mstep: Class 2 contains 72750 members 
Entering Unmasked Estep 
Score: -15105821.000000 Penalty: 3874.571533
	Iteration 2Q: 3 clusters Score -1.510582e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79203 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -15107847.000000 Penalty: 3874.571533
	Iteration 3Q: 3 clusters Score -1.510785e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81252 members 
Mstep: Class 2 contains 69254 members 
Entering Unmasked Estep 
Score: -15110751.000000 Penalty: 3874.571533
	Iteration 4Q: 3 clusters Score -1.511075e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83623 members 
Mstep: Class 2 contains 66883 members 
Entering Unmasked Estep 
Score: -15114716.000000 Penalty: 3874.571533
	Iteration 5Q: 3 clusters Score -1.511472e+07 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86108 members 
Mstep: Class 2 contains 64398 members 
Entering Unmasked Estep 
Score: -15119949.000000 Penalty: 3874.571533
	Iteration 6F: 3 clusters Score -1.511995e+07 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88134 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -15126237.000000 Penalty: 3874.571533
	Iteration 7F: 3 clusters Score -1.512624e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89218 members 
Mstep: Class 2 contains 61288 members 
Entering Unmasked Estep 
Score: -15132837.000000 Penalty: 3874.571533
	Iteration 8F: 3 clusters Score -1.513284e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89582 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -15138062.000000 Penalty: 3874.571533
	Iteration 9F: 3 clusters Score -1.513806e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89734 members 
Mstep: Class 2 contains 60772 members 
Entering Unmasked Estep 
Score: -15141003.000000 Penalty: 3874.571533
	Iteration 10Q: 3 clusters Score -1.5141e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89919 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
Score: -15143182.000000 Penalty: 3874.571533
	Iteration 11Q: 3 clusters Score -1.514318e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90065 members 
Mstep: Class 2 contains 60441 members 
Entering Unmasked Estep 
Score: -15145061.000000 Penalty: 3874.571533
	Iteration 12Q: 3 clusters Score -1.514506e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90171 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -15147333.000000 Penalty: 3874.571533
	Iteration 13Q: 3 clusters Score -1.514733e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90070 members 
Mstep: Class 2 contains 60436 members 
Entering Unmasked Estep 
Score: -15149768.000000 Penalty: 3874.571533
	Iteration 14Q: 3 clusters Score -1.514977e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89945 members 
Mstep: Class 2 contains 60561 members 
Entering Unmasked Estep 
Score: -15152172.000000 Penalty: 3874.571533
	Iteration 15Q: 3 clusters Score -1.515217e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89787 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -15153975.000000 Penalty: 3874.571533
	Iteration 16Q: 3 clusters Score -1.515398e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89619 members 
Mstep: Class 2 contains 60887 members 
Entering Unmasked Estep 
Score: -15155312.000000 Penalty: 3874.571533
	Iteration 17Q: 3 clusters Score -1.515531e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89482 members 
Mstep: Class 2 contains 61024 members 
Entering Unmasked Estep 
Score: -15156058.000000 Penalty: 3874.571533
	Iteration 18Q: 3 clusters Score -1.515606e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89422 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -15156317.000000 Penalty: 3874.571533
	Iteration 19Q: 3 clusters Score -1.515632e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89384 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -15156427.000000 Penalty: 3874.571533
	Iteration 20F: 3 clusters Score -1.515643e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89308 members 
Mstep: Class 2 contains 61198 members 
Entering Unmasked Estep 
Score: -15156417.000000 Penalty: 3874.571533
	Iteration 21Q: 3 clusters Score -1.515642e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89240 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -15156451.000000 Penalty: 3874.571533
	Iteration 22Q: 3 clusters Score -1.515645e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89174 members 
Mstep: Class 2 contains 61332 members 
Entering Unmasked Estep 
Score: -15156460.000000 Penalty: 3874.571533
	Iteration 23Q: 3 clusters Score -1.515646e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89124 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -15156508.000000 Penalty: 3874.571533
	Iteration 24Q: 3 clusters Score -1.515651e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89061 members 
Mstep: Class 2 contains 61445 members 
Entering Unmasked Estep 
Score: -15156512.000000 Penalty: 3874.571533
	Iteration 25Q: 3 clusters Score -1.515651e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89000 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -15156510.000000 Penalty: 3874.571533
	Iteration 26Q: 3 clusters Score -1.515651e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88953 members 
Mstep: Class 2 contains 61553 members 
Entering Unmasked Estep 
Score: -15156499.000000 Penalty: 3874.571533
	Iteration 27Q: 3 clusters Score -1.51565e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88929 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -15156472.000000 Penalty: 3874.571533
	Iteration 28Q: 3 clusters Score -1.515647e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88909 members 
Mstep: Class 2 contains 61597 members 
Entering Unmasked Estep 
Score: -15156454.000000 Penalty: 3874.571533
	Iteration 29Q: 3 clusters Score -1.515645e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88892 members 
Mstep: Class 2 contains 61614 members 
Entering Unmasked Estep 
Score: -15156465.000000 Penalty: 3874.571533
	Iteration 30Q: 3 clusters Score -1.515646e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 61636 members 
Entering Unmasked Estep 
Score: -15156479.000000 Penalty: 3874.571533
	Iteration 31Q: 3 clusters Score -1.515648e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88851 members 
Mstep: Class 2 contains 61655 members 
Entering Unmasked Estep 
Score: -15156477.000000 Penalty: 3874.571533
	Iteration 32Q: 3 clusters Score -1.515648e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88839 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -15156483.000000 Penalty: 3874.571533
	Iteration 33Q: 3 clusters Score -1.515648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 61674 members 
Entering Unmasked Estep 
Score: -15156488.000000 Penalty: 3874.571533
	Iteration 34Q: 3 clusters Score -1.515649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88820 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
Score: -15156485.000000 Penalty: 3874.571533
	Iteration 35Q: 3 clusters Score -1.515648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88814 members 
Mstep: Class 2 contains 61692 members 
Entering Unmasked Estep 
Score: -15156496.000000 Penalty: 3874.571533
	Iteration 36Q: 3 clusters Score -1.51565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 61695 members 
Entering Unmasked Estep 
Score: -15156501.000000 Penalty: 3874.571533
	Iteration 37Q: 3 clusters Score -1.51565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -15156491.000000 Penalty: 3874.571533
	Iteration 38Q: 3 clusters Score -1.515649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88803 members 
Mstep: Class 2 contains 61703 members 
Entering Unmasked Estep 
Score: -15156496.000000 Penalty: 3874.571533
	Iteration 39Q: 3 clusters Score -1.51565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 61715 members 
Entering Unmasked Estep 
Score: -15156498.000000 Penalty: 3874.571533
	Iteration 40F: 3 clusters Score -1.51565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88783 members 
Mstep: Class 2 contains 61723 members 
Entering Unmasked Estep 
Score: -15156497.000000 Penalty: 3874.571533
	Iteration 41Q: 3 clusters Score -1.51565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88774 members 
Mstep: Class 2 contains 61732 members 
Entering Unmasked Estep 
Score: -15156497.000000 Penalty: 3874.571533
	Iteration 42Q: 3 clusters Score -1.51565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88768 members 
Mstep: Class 2 contains 61738 members 
Entering Unmasked Estep 
Score: -15156501.000000 Penalty: 3874.571533
	Iteration 43Q: 3 clusters Score -1.51565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88764 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -15156486.000000 Penalty: 3874.571533
	Iteration 44Q: 3 clusters Score -1.515649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88760 members 
Mstep: Class 2 contains 61746 members 
Entering Unmasked Estep 
Score: -15156491.000000 Penalty: 3874.571533
	Iteration 45Q: 3 clusters Score -1.515649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88758 members 
Mstep: Class 2 contains 61748 members 
Entering Unmasked Estep 
Score: -15156494.000000 Penalty: 3874.571533
	Iteration 46Q: 3 clusters Score -1.515649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88757 members 
Mstep: Class 2 contains 61749 members 
Entering Unmasked Estep 
Score: -15156487.000000 Penalty: 3874.571533
	Iteration 47Q: 3 clusters Score -1.515649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88757 members 
Mstep: Class 2 contains 61749 members 
Entering Unmasked Estep 
Score: -15156487.000000 Penalty: 3874.571533
	Iteration 48F: 3 clusters Score -1.515649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (171647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171647 members 
Entering Unmasked Estep 
Score: -17613996.000000 Penalty: 1958.644165
	Iteration 0F: 2 clusters Score -1.7614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85798 members 
Mstep: Class 2 contains 85849 members 
Entering Unmasked Estep 
Score: -17507044.000000 Penalty: 3917.288330
	Iteration 0F: 3 clusters Score -1.750704e+07 nChanged 82608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84652 members 
Mstep: Class 2 contains 86995 members 
Entering Unmasked Estep 
Score: -17555788.000000 Penalty: 3917.288330
	Iteration 1F: 3 clusters Score -1.755579e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83638 members 
Mstep: Class 2 contains 88009 members 
Entering Unmasked Estep 
Score: -17556496.000000 Penalty: 3917.288330
	Iteration 2Q: 3 clusters Score -1.75565e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82105 members 
Mstep: Class 2 contains 89542 members 
Entering Unmasked Estep 
Score: -17557330.000000 Penalty: 3917.288330
	Iteration 3Q: 3 clusters Score -1.755733e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79692 members 
Mstep: Class 2 contains 91955 members 
Entering Unmasked Estep 
Score: -17558532.000000 Penalty: 3917.288330
	Iteration 4Q: 3 clusters Score -1.755853e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 95790 members 
Entering Unmasked Estep 
Score: -17560134.000000 Penalty: 3917.288330
	Iteration 5Q: 3 clusters Score -1.756013e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70369 members 
Mstep: Class 2 contains 101278 members 
Entering Unmasked Estep 
Score: -17562928.000000 Penalty: 3917.288330
	Iteration 6Q: 3 clusters Score -1.756293e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 108791 members 
Entering Unmasked Estep 
Score: -17566982.000000 Penalty: 3917.288330
	Iteration 7F: 3 clusters Score -1.756698e+07 nChanged 10645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 118666 members 
Entering Unmasked Estep 
Score: -17573160.000000 Penalty: 3917.288330
	Iteration 8F: 3 clusters Score -1.757316e+07 nChanged 12174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 130362 members 
Entering Unmasked Estep 
Score: -17581828.000000 Penalty: 3917.288330
	Iteration 9F: 3 clusters Score -1.758183e+07 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 142428 members 
Entering Unmasked Estep 
Score: -17592158.000000 Penalty: 3917.288330
	Iteration 10F: 3 clusters Score -1.759216e+07 nChanged 10866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 153130 members 
Entering Unmasked Estep 
Score: -17601392.000000 Penalty: 3917.288330
	Iteration 11F: 3 clusters Score -1.760139e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 161394 members 
Entering Unmasked Estep 
Score: -17607542.000000 Penalty: 3917.288330
	Iteration 12Q: 3 clusters Score -1.760754e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 166451 members 
Entering Unmasked Estep 
Score: -17610814.000000 Penalty: 3917.288330
	Iteration 13Q: 3 clusters Score -1.761081e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 168906 members 
Entering Unmasked Estep 
Score: -17612098.000000 Penalty: 3917.288330
	Iteration 14Q: 3 clusters Score -1.76121e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 169954 members 
Entering Unmasked Estep 
Score: -17612552.000000 Penalty: 3917.288330
	Iteration 15Q: 3 clusters Score -1.761255e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 170395 members 
Entering Unmasked Estep 
Score: -17612708.000000 Penalty: 3917.288330
	Iteration 16Q: 3 clusters Score -1.761271e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 170578 members 
Entering Unmasked Estep 
Score: -17612838.000000 Penalty: 3917.288330
	Iteration 17Q: 3 clusters Score -1.761284e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 170667 members 
Entering Unmasked Estep 
Score: -17612904.000000 Penalty: 3917.288330
	Iteration 18Q: 3 clusters Score -1.76129e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 170711 members 
Entering Unmasked Estep 
Score: -17612946.000000 Penalty: 3917.288330
	Iteration 19Q: 3 clusters Score -1.761295e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 170724 members 
Entering Unmasked Estep 
Score: -17613000.000000 Penalty: 3917.288330
	Iteration 20F: 3 clusters Score -1.7613e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 170747 members 
Entering Unmasked Estep 
Score: -17613058.000000 Penalty: 3917.288330
	Iteration 21Q: 3 clusters Score -1.761306e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 170757 members 
Entering Unmasked Estep 
Score: -17613092.000000 Penalty: 3917.288330
	Iteration 22Q: 3 clusters Score -1.761309e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 170770 members 
Entering Unmasked Estep 
Score: -17613092.000000 Penalty: 3917.288330
	Iteration 23Q: 3 clusters Score -1.761309e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 170777 members 
Entering Unmasked Estep 
Score: -17613128.000000 Penalty: 3917.288330
	Iteration 24Q: 3 clusters Score -1.761313e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 170778 members 
Entering Unmasked Estep 
Score: -17613170.000000 Penalty: 3917.288330
	Iteration 25Q: 3 clusters Score -1.761317e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 170774 members 
Entering Unmasked Estep 
Score: -17613176.000000 Penalty: 3917.288330
	Iteration 26Q: 3 clusters Score -1.761318e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 170771 members 
Entering Unmasked Estep 
Score: -17613178.000000 Penalty: 3917.288330
	Iteration 27Q: 3 clusters Score -1.761318e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 170766 members 
Entering Unmasked Estep 
Score: -17613206.000000 Penalty: 3917.288330
	Iteration 28Q: 3 clusters Score -1.761321e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 170751 members 
Entering Unmasked Estep 
Score: -17613208.000000 Penalty: 3917.288330
	Iteration 29Q: 3 clusters Score -1.761321e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 170743 members 
Entering Unmasked Estep 
Score: -17613238.000000 Penalty: 3917.288330
	Iteration 30Q: 3 clusters Score -1.761324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 170737 members 
Entering Unmasked Estep 
Score: -17613236.000000 Penalty: 3917.288330
	Iteration 31Q: 3 clusters Score -1.761324e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 170732 members 
Entering Unmasked Estep 
Score: -17613242.000000 Penalty: 3917.288330
	Iteration 32Q: 3 clusters Score -1.761324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 170731 members 
Entering Unmasked Estep 
Score: -17613248.000000 Penalty: 3917.288330
	Iteration 33Q: 3 clusters Score -1.761325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 170726 members 
Entering Unmasked Estep 
Score: -17613250.000000 Penalty: 3917.288330
	Iteration 34Q: 3 clusters Score -1.761325e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 170716 members 
Entering Unmasked Estep 
Score: -17613272.000000 Penalty: 3917.288330
	Iteration 35Q: 3 clusters Score -1.761327e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 170708 members 
Entering Unmasked Estep 
Score: -17613292.000000 Penalty: 3917.288330
	Iteration 36Q: 3 clusters Score -1.761329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 170709 members 
Entering Unmasked Estep 
Score: -17613292.000000 Penalty: 3917.288330
	Iteration 37Q: 3 clusters Score -1.761329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 170711 members 
Entering Unmasked Estep 
Score: -17613298.000000 Penalty: 3917.288330
	Iteration 38Q: 3 clusters Score -1.76133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 170710 members 
Entering Unmasked Estep 
Score: -17613296.000000 Penalty: 3917.288330
	Iteration 39Q: 3 clusters Score -1.76133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 170709 members 
Entering Unmasked Estep 
Score: -17613298.000000 Penalty: 3917.288330
	Iteration 40F: 3 clusters Score -1.76133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 170707 members 
Entering Unmasked Estep 
Score: -17613310.000000 Penalty: 3917.288330
	Iteration 41Q: 3 clusters Score -1.761331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 170706 members 
Entering Unmasked Estep 
Score: -17613308.000000 Penalty: 3917.288330
	Iteration 42Q: 3 clusters Score -1.761331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 170706 members 
Entering Unmasked Estep 
Score: -17613308.000000 Penalty: 3917.288330
	Iteration 43F: 3 clusters Score -1.761331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Entering Unmasked Estep 
Score: -1526230.625000 Penalty: 1560.167480
	Iteration 0F: 2 clusters Score -1526231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1515954.875000 Penalty: 3120.334961
	Iteration 0F: 3 clusters Score -1515955 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1519461.500000 Penalty: 3120.334961
	Iteration 1F: 3 clusters Score -1519462 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1519802.375000 Penalty: 3120.334961
	Iteration 2F: 3 clusters Score -1519802 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1520227.375000 Penalty: 3120.334961
	Iteration 3F: 3 clusters Score -1520227 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1520757.750000 Penalty: 3120.334961
	Iteration 4F: 3 clusters Score -1520758 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1521411.875000 Penalty: 3120.334961
	Iteration 5F: 3 clusters Score -1521412 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1522138.000000 Penalty: 3120.334961
	Iteration 6F: 3 clusters Score -1522138 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1522951.375000 Penalty: 3120.334961
	Iteration 7F: 3 clusters Score -1522951 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1523644.375000 Penalty: 3120.334961
	Iteration 8F: 3 clusters Score -1523644 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1524111.500000 Penalty: 3120.334961
	Iteration 9Q: 3 clusters Score -1524112 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1524358.625000 Penalty: 3120.334961
	Iteration 10Q: 3 clusters Score -1524359 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1524515.875000 Penalty: 3120.334961
	Iteration 11Q: 3 clusters Score -1524516 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1524621.500000 Penalty: 3120.334961
	Iteration 12Q: 3 clusters Score -1524622 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1524704.000000 Penalty: 3120.334961
	Iteration 13Q: 3 clusters Score -1524704 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1524762.375000 Penalty: 3120.334961
	Iteration 14Q: 3 clusters Score -1524762 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1524814.750000 Penalty: 3120.334961
	Iteration 15Q: 3 clusters Score -1524815 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1524857.750000 Penalty: 3120.334961
	Iteration 16Q: 3 clusters Score -1524858 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1524891.875000 Penalty: 3120.334961
	Iteration 17Q: 3 clusters Score -1524892 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1524926.250000 Penalty: 3120.334961
	Iteration 18Q: 3 clusters Score -1524926 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1524963.375000 Penalty: 3120.334961
	Iteration 19Q: 3 clusters Score -1524963 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1524997.000000 Penalty: 3120.334961
	Iteration 20F: 3 clusters Score -1524997 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1525028.000000 Penalty: 3120.334961
	Iteration 21Q: 3 clusters Score -1525028 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1525041.375000 Penalty: 3120.334961
	Iteration 22Q: 3 clusters Score -1525041 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1525057.000000 Penalty: 3120.334961
	Iteration 23Q: 3 clusters Score -1525057 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1525078.750000 Penalty: 3120.334961
	Iteration 24Q: 3 clusters Score -1525079 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1525107.125000 Penalty: 3120.334961
	Iteration 25Q: 3 clusters Score -1525107 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1525113.875000 Penalty: 3120.334961
	Iteration 26Q: 3 clusters Score -1525114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1525121.000000 Penalty: 3120.334961
	Iteration 27Q: 3 clusters Score -1525121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1525126.125000 Penalty: 3120.334961
	Iteration 28Q: 3 clusters Score -1525126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1525131.500000 Penalty: 3120.334961
	Iteration 29Q: 3 clusters Score -1525132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1525133.250000 Penalty: 3120.334961
	Iteration 30Q: 3 clusters Score -1525133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1525144.125000 Penalty: 3120.334961
	Iteration 31Q: 3 clusters Score -1525144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1525147.250000 Penalty: 3120.334961
	Iteration 32Q: 3 clusters Score -1525147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1525154.375000 Penalty: 3120.334961
	Iteration 33Q: 3 clusters Score -1525154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1525159.000000 Penalty: 3120.334961
	Iteration 34Q: 3 clusters Score -1525159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1525156.500000 Penalty: 3120.334961
	Iteration 35Q: 3 clusters Score -1525156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1525157.875000 Penalty: 3120.334961
	Iteration 36Q: 3 clusters Score -1525158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1525161.000000 Penalty: 3120.334961
	Iteration 37Q: 3 clusters Score -1525161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1525162.125000 Penalty: 3120.334961
	Iteration 38Q: 3 clusters Score -1525162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1525163.875000 Penalty: 3120.334961
	Iteration 39Q: 3 clusters Score -1525164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1525167.375000 Penalty: 3120.334961
	Iteration 40F: 3 clusters Score -1525167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1525172.625000 Penalty: 3120.334961
	Iteration 41Q: 3 clusters Score -1525173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1525177.750000 Penalty: 3120.334961
	Iteration 42Q: 3 clusters Score -1525178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1525180.750000 Penalty: 3120.334961
	Iteration 43Q: 3 clusters Score -1525181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1525187.125000 Penalty: 3120.334961
	Iteration 44Q: 3 clusters Score -1525187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1525186.250000 Penalty: 3120.334961
	Iteration 45Q: 3 clusters Score -1525186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1525189.750000 Penalty: 3120.334961
	Iteration 46Q: 3 clusters Score -1525190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1525187.875000 Penalty: 3120.334961
	Iteration 47Q: 3 clusters Score -1525188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1525189.625000 Penalty: 3120.334961
	Iteration 48Q: 3 clusters Score -1525190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1525191.375000 Penalty: 3120.334961
	Iteration 49Q: 3 clusters Score -1525191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1525192.125000 Penalty: 3120.334961
	Iteration 50Q: 3 clusters Score -1525192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1525194.375000 Penalty: 3120.334961
	Iteration 51Q: 3 clusters Score -1525194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1525197.000000 Penalty: 3120.334961
	Iteration 52Q: 3 clusters Score -1525197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1525197.250000 Penalty: 3120.334961
	Iteration 53Q: 3 clusters Score -1525197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1525196.000000 Penalty: 3120.334961
	Iteration 54Q: 3 clusters Score -1525196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1525197.875000 Penalty: 3120.334961
	Iteration 55Q: 3 clusters Score -1525198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1525195.875000 Penalty: 3120.334961
	Iteration 56Q: 3 clusters Score -1525196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1525198.125000 Penalty: 3120.334961
	Iteration 57Q: 3 clusters Score -1525198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1525199.500000 Penalty: 3120.334961
	Iteration 58Q: 3 clusters Score -1525200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1525200.750000 Penalty: 3120.334961
	Iteration 59Q: 3 clusters Score -1525201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1525201.125000 Penalty: 3120.334961
	Iteration 60F: 3 clusters Score -1525201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1525201.625000 Penalty: 3120.334961
	Iteration 61Q: 3 clusters Score -1525202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1525201.375000 Penalty: 3120.334961
	Iteration 62Q: 3 clusters Score -1525201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1525205.375000 Penalty: 3120.334961
	Iteration 63Q: 3 clusters Score -1525205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1525209.750000 Penalty: 3120.334961
	Iteration 64Q: 3 clusters Score -1525210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1525208.625000 Penalty: 3120.334961
	Iteration 65Q: 3 clusters Score -1525209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1525210.500000 Penalty: 3120.334961
	Iteration 66Q: 3 clusters Score -1525210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1525210.375000 Penalty: 3120.334961
	Iteration 67Q: 3 clusters Score -1525210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1525211.625000 Penalty: 3120.334961
	Iteration 68Q: 3 clusters Score -1525212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1525212.750000 Penalty: 3120.334961
	Iteration 69Q: 3 clusters Score -1525213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1525210.625000 Penalty: 3120.334961
	Iteration 70Q: 3 clusters Score -1525211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1525216.625000 Penalty: 3120.334961
	Iteration 71Q: 3 clusters Score -1525217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1525217.875000 Penalty: 3120.334961
	Iteration 72Q: 3 clusters Score -1525218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1525222.125000 Penalty: 3120.334961
	Iteration 73Q: 3 clusters Score -1525222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1525223.500000 Penalty: 3120.334961
	Iteration 74Q: 3 clusters Score -1525224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1525224.500000 Penalty: 3120.334961
	Iteration 75Q: 3 clusters Score -1525224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1525227.125000 Penalty: 3120.334961
	Iteration 76Q: 3 clusters Score -1525227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1525226.875000 Penalty: 3120.334961
	Iteration 77Q: 3 clusters Score -1525227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1525229.625000 Penalty: 3120.334961
	Iteration 78Q: 3 clusters Score -1525230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1525232.625000 Penalty: 3120.334961
	Iteration 79Q: 3 clusters Score -1525233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1525231.375000 Penalty: 3120.334961
	Iteration 80F: 3 clusters Score -1525231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1525233.875000 Penalty: 3120.334961
	Iteration 81Q: 3 clusters Score -1525234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1525234.250000 Penalty: 3120.334961
	Iteration 82Q: 3 clusters Score -1525234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1525235.250000 Penalty: 3120.334961
	Iteration 83Q: 3 clusters Score -1525235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1525235.500000 Penalty: 3120.334961
	Iteration 84Q: 3 clusters Score -1525236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1525233.625000 Penalty: 3120.334961
	Iteration 85Q: 3 clusters Score -1525234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1525233.625000 Penalty: 3120.334961
	Iteration 86F: 3 clusters Score -1525234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160730 members 
Entering Unmasked Estep 
Score: -16190573.000000 Penalty: 1947.965698
	Iteration 0F: 2 clusters Score -1.619057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80282 members 
Mstep: Class 2 contains 80448 members 
Entering Unmasked Estep 
Score: -16084959.000000 Penalty: 3895.931396
	Iteration 0F: 3 clusters Score -1.608496e+07 nChanged 77637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77159 members 
Mstep: Class 2 contains 83571 members 
Entering Unmasked Estep 
Score: -16130614.000000 Penalty: 3895.931396
	Iteration 1F: 3 clusters Score -1.613061e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75018 members 
Mstep: Class 2 contains 85712 members 
Entering Unmasked Estep 
Score: -16131621.000000 Penalty: 3895.931396
	Iteration 2Q: 3 clusters Score -1.613162e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71639 members 
Mstep: Class 2 contains 89091 members 
Entering Unmasked Estep 
Score: -16133057.000000 Penalty: 3895.931396
	Iteration 3Q: 3 clusters Score -1.613306e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 94149 members 
Entering Unmasked Estep 
Score: -16135431.000000 Penalty: 3895.931396
	Iteration 4Q: 3 clusters Score -1.613543e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 101493 members 
Entering Unmasked Estep 
Score: -16139333.000000 Penalty: 3895.931396
	Iteration 5F: 3 clusters Score -1.613933e+07 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 111563 members 
Entering Unmasked Estep 
Score: -16145734.000000 Penalty: 3895.931396
	Iteration 6F: 3 clusters Score -1.614573e+07 nChanged 12968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 124357 members 
Entering Unmasked Estep 
Score: -16155873.000000 Penalty: 3895.931396
	Iteration 7F: 3 clusters Score -1.615587e+07 nChanged 13799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 138104 members 
Entering Unmasked Estep 
Score: -16168779.000000 Penalty: 3895.931396
	Iteration 8F: 3 clusters Score -1.616878e+07 nChanged 11528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 149622 members 
Entering Unmasked Estep 
Score: -16180255.000000 Penalty: 3895.931396
	Iteration 9F: 3 clusters Score -1.618026e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 156405 members 
Entering Unmasked Estep 
Score: -16186128.000000 Penalty: 3895.931396
	Iteration 10Q: 3 clusters Score -1.618613e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 159195 members 
Entering Unmasked Estep 
Score: -16188017.000000 Penalty: 3895.931396
	Iteration 11Q: 3 clusters Score -1.618802e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 160006 members 
Entering Unmasked Estep 
Score: -16188508.000000 Penalty: 3895.931396
	Iteration 12Q: 3 clusters Score -1.618851e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 160276 members 
Entering Unmasked Estep 
Score: -16188687.000000 Penalty: 3895.931396
	Iteration 13Q: 3 clusters Score -1.618869e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 160366 members 
Entering Unmasked Estep 
Score: -16188773.000000 Penalty: 3895.931396
	Iteration 14Q: 3 clusters Score -1.618877e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 160405 members 
Entering Unmasked Estep 
Score: -16188821.000000 Penalty: 3895.931396
	Iteration 15Q: 3 clusters Score -1.618882e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 160430 members 
Entering Unmasked Estep 
Score: -16188834.000000 Penalty: 3895.931396
	Iteration 16Q: 3 clusters Score -1.618883e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 160443 members 
Entering Unmasked Estep 
Score: -16188874.000000 Penalty: 3895.931396
	Iteration 17Q: 3 clusters Score -1.618887e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 160441 members 
Entering Unmasked Estep 
Score: -16188900.000000 Penalty: 3895.931396
	Iteration 18Q: 3 clusters Score -1.61889e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 160446 members 
Entering Unmasked Estep 
Score: -16188903.000000 Penalty: 3895.931396
	Iteration 19Q: 3 clusters Score -1.61889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 160448 members 
Entering Unmasked Estep 
Score: -16188929.000000 Penalty: 3895.931396
	Iteration 20F: 3 clusters Score -1.618893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 160455 members 
Entering Unmasked Estep 
Score: -16188930.000000 Penalty: 3895.931396
	Iteration 21Q: 3 clusters Score -1.618893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 160459 members 
Entering Unmasked Estep 
Score: -16188933.000000 Penalty: 3895.931396
	Iteration 22Q: 3 clusters Score -1.618893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 160463 members 
Entering Unmasked Estep 
Score: -16188925.000000 Penalty: 3895.931396
	Iteration 23Q: 3 clusters Score -1.618892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 160463 members 
Entering Unmasked Estep 
Score: -16188925.000000 Penalty: 3895.931396
	Iteration 24F: 3 clusters Score -1.618892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (117030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117030 members 
Entering Unmasked Estep 
Score: -12013573.000000 Penalty: 1896.405273
	Iteration 0F: 2 clusters Score -1.201357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 58609 members 
Entering Unmasked Estep 
Score: -11935698.000000 Penalty: 3792.810547
	Iteration 0F: 3 clusters Score -1.19357e+07 nChanged 56173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -11968792.000000 Penalty: 3792.810547
	Iteration 1F: 3 clusters Score -1.196879e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 65002 members 
Entering Unmasked Estep 
Score: -11970992.000000 Penalty: 3792.810547
	Iteration 2Q: 3 clusters Score -1.197099e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 69582 members 
Entering Unmasked Estep 
Score: -11974673.000000 Penalty: 3792.810547
	Iteration 3F: 3 clusters Score -1.197467e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 75804 members 
Entering Unmasked Estep 
Score: -11980254.000000 Penalty: 3792.810547
	Iteration 4F: 3 clusters Score -1.198025e+07 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 83131 members 
Entering Unmasked Estep 
Score: -11987441.000000 Penalty: 3792.810547
	Iteration 5F: 3 clusters Score -1.198744e+07 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 90741 members 
Entering Unmasked Estep 
Score: -11994857.000000 Penalty: 3792.810547
	Iteration 6F: 3 clusters Score -1.199486e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 97597 members 
Entering Unmasked Estep 
Score: -12001059.000000 Penalty: 3792.810547
	Iteration 7F: 3 clusters Score -1.200106e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 102973 members 
Entering Unmasked Estep 
Score: -12005619.000000 Penalty: 3792.810547
	Iteration 8Q: 3 clusters Score -1.200562e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 106652 members 
Entering Unmasked Estep 
Score: -12008625.000000 Penalty: 3792.810547
	Iteration 9Q: 3 clusters Score -1.200862e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 108941 members 
Entering Unmasked Estep 
Score: -12010596.000000 Penalty: 3792.810547
	Iteration 10Q: 3 clusters Score -1.20106e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 110236 members 
Entering Unmasked Estep 
Score: -12011616.000000 Penalty: 3792.810547
	Iteration 11Q: 3 clusters Score -1.201162e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 111048 members 
Entering Unmasked Estep 
Score: -12012117.000000 Penalty: 3792.810547
	Iteration 12Q: 3 clusters Score -1.201212e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 111594 members 
Entering Unmasked Estep 
Score: -12012330.000000 Penalty: 3792.810547
	Iteration 13Q: 3 clusters Score -1.201233e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 112017 members 
Entering Unmasked Estep 
Score: -12012463.000000 Penalty: 3792.810547
	Iteration 14Q: 3 clusters Score -1.201246e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 112338 members 
Entering Unmasked Estep 
Score: -12012566.000000 Penalty: 3792.810547
	Iteration 15Q: 3 clusters Score -1.201257e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 112585 members 
Entering Unmasked Estep 
Score: -12012643.000000 Penalty: 3792.810547
	Iteration 16Q: 3 clusters Score -1.201264e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 112788 members 
Entering Unmasked Estep 
Score: -12012733.000000 Penalty: 3792.810547
	Iteration 17Q: 3 clusters Score -1.201273e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 112956 members 
Entering Unmasked Estep 
Score: -12012756.000000 Penalty: 3792.810547
	Iteration 18Q: 3 clusters Score -1.201276e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 113101 members 
Entering Unmasked Estep 
Score: -12012777.000000 Penalty: 3792.810547
	Iteration 19Q: 3 clusters Score -1.201278e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 113212 members 
Entering Unmasked Estep 
Score: -12012779.000000 Penalty: 3792.810547
	Iteration 20F: 3 clusters Score -1.201278e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 113293 members 
Entering Unmasked Estep 
Score: -12012782.000000 Penalty: 3792.810547
	Iteration 21Q: 3 clusters Score -1.201278e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 113373 members 
Entering Unmasked Estep 
Score: -12012801.000000 Penalty: 3792.810547
	Iteration 22Q: 3 clusters Score -1.20128e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 113436 members 
Entering Unmasked Estep 
Score: -12012808.000000 Penalty: 3792.810547
	Iteration 23Q: 3 clusters Score -1.201281e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 113509 members 
Entering Unmasked Estep 
Score: -12012814.000000 Penalty: 3792.810547
	Iteration 24Q: 3 clusters Score -1.201281e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 113576 members 
Entering Unmasked Estep 
Score: -12012814.000000 Penalty: 3792.810547
	Iteration 25Q: 3 clusters Score -1.201281e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 113648 members 
Entering Unmasked Estep 
Score: -12012843.000000 Penalty: 3792.810547
	Iteration 26Q: 3 clusters Score -1.201284e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 113709 members 
Entering Unmasked Estep 
Score: -12012862.000000 Penalty: 3792.810547
	Iteration 27Q: 3 clusters Score -1.201286e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 113776 members 
Entering Unmasked Estep 
Score: -12012874.000000 Penalty: 3792.810547
	Iteration 28Q: 3 clusters Score -1.201287e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 113853 members 
Entering Unmasked Estep 
Score: -12012895.000000 Penalty: 3792.810547
	Iteration 29Q: 3 clusters Score -1.20129e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 113916 members 
Entering Unmasked Estep 
Score: -12012901.000000 Penalty: 3792.810547
	Iteration 30Q: 3 clusters Score -1.20129e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 113973 members 
Entering Unmasked Estep 
Score: -12012909.000000 Penalty: 3792.810547
	Iteration 31Q: 3 clusters Score -1.201291e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 114021 members 
Entering Unmasked Estep 
Score: -12012906.000000 Penalty: 3792.810547
	Iteration 32Q: 3 clusters Score -1.201291e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 114065 members 
Entering Unmasked Estep 
Score: -12012911.000000 Penalty: 3792.810547
	Iteration 33Q: 3 clusters Score -1.201291e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 114097 members 
Entering Unmasked Estep 
Score: -12012910.000000 Penalty: 3792.810547
	Iteration 34Q: 3 clusters Score -1.201291e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 114132 members 
Entering Unmasked Estep 
Score: -12012900.000000 Penalty: 3792.810547
	Iteration 35Q: 3 clusters Score -1.20129e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 114161 members 
Entering Unmasked Estep 
Score: -12012891.000000 Penalty: 3792.810547
	Iteration 36Q: 3 clusters Score -1.201289e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 114194 members 
Entering Unmasked Estep 
Score: -12012915.000000 Penalty: 3792.810547
	Iteration 37Q: 3 clusters Score -1.201292e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 114224 members 
Entering Unmasked Estep 
Score: -12012928.000000 Penalty: 3792.810547
	Iteration 38Q: 3 clusters Score -1.201293e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 114254 members 
Entering Unmasked Estep 
Score: -12012933.000000 Penalty: 3792.810547
	Iteration 39Q: 3 clusters Score -1.201293e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 114288 members 
Entering Unmasked Estep 
Score: -12012919.000000 Penalty: 3792.810547
	Iteration 40F: 3 clusters Score -1.201292e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 114330 members 
Entering Unmasked Estep 
Score: -12012942.000000 Penalty: 3792.810547
	Iteration 41Q: 3 clusters Score -1.201294e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 114370 members 
Entering Unmasked Estep 
Score: -12012951.000000 Penalty: 3792.810547
	Iteration 42Q: 3 clusters Score -1.201295e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 114412 members 
Entering Unmasked Estep 
Score: -12012937.000000 Penalty: 3792.810547
	Iteration 43Q: 3 clusters Score -1.201294e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 114446 members 
Entering Unmasked Estep 
Score: -12012932.000000 Penalty: 3792.810547
	Iteration 44Q: 3 clusters Score -1.201293e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 114468 members 
Entering Unmasked Estep 
Score: -12012940.000000 Penalty: 3792.810547
	Iteration 45Q: 3 clusters Score -1.201294e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 114495 members 
Entering Unmasked Estep 
Score: -12012952.000000 Penalty: 3792.810547
	Iteration 46Q: 3 clusters Score -1.201295e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 114527 members 
Entering Unmasked Estep 
Score: -12012942.000000 Penalty: 3792.810547
	Iteration 47Q: 3 clusters Score -1.201294e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 114563 members 
Entering Unmasked Estep 
Score: -12012935.000000 Penalty: 3792.810547
	Iteration 48Q: 3 clusters Score -1.201294e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 114589 members 
Entering Unmasked Estep 
Score: -12012943.000000 Penalty: 3792.810547
	Iteration 49Q: 3 clusters Score -1.201294e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 114617 members 
Entering Unmasked Estep 
Score: -12012937.000000 Penalty: 3792.810547
	Iteration 50Q: 3 clusters Score -1.201294e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 114639 members 
Entering Unmasked Estep 
Score: -12012936.000000 Penalty: 3792.810547
	Iteration 51Q: 3 clusters Score -1.201294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 114660 members 
Entering Unmasked Estep 
Score: -12012922.000000 Penalty: 3792.810547
	Iteration 52Q: 3 clusters Score -1.201292e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 114672 members 
Entering Unmasked Estep 
Score: -12012917.000000 Penalty: 3792.810547
	Iteration 53Q: 3 clusters Score -1.201292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 114681 members 
Entering Unmasked Estep 
Score: -12012933.000000 Penalty: 3792.810547
	Iteration 54Q: 3 clusters Score -1.201293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 114689 members 
Entering Unmasked Estep 
Score: -12012924.000000 Penalty: 3792.810547
	Iteration 55Q: 3 clusters Score -1.201292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 114696 members 
Entering Unmasked Estep 
Score: -12012937.000000 Penalty: 3792.810547
	Iteration 56Q: 3 clusters Score -1.201294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 114704 members 
Entering Unmasked Estep 
Score: -12012947.000000 Penalty: 3792.810547
	Iteration 57Q: 3 clusters Score -1.201295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 114714 members 
Entering Unmasked Estep 
Score: -12012942.000000 Penalty: 3792.810547
	Iteration 58Q: 3 clusters Score -1.201294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 114728 members 
Entering Unmasked Estep 
Score: -12012933.000000 Penalty: 3792.810547
	Iteration 59Q: 3 clusters Score -1.201293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 114742 members 
Entering Unmasked Estep 
Score: -12012927.000000 Penalty: 3792.810547
	Iteration 60F: 3 clusters Score -1.201293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 114754 members 
Entering Unmasked Estep 
Score: -12012924.000000 Penalty: 3792.810547
	Iteration 61Q: 3 clusters Score -1.201292e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 114766 members 
Entering Unmasked Estep 
Score: -12012920.000000 Penalty: 3792.810547
	Iteration 62Q: 3 clusters Score -1.201292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 114775 members 
Entering Unmasked Estep 
Score: -12012926.000000 Penalty: 3792.810547
	Iteration 63Q: 3 clusters Score -1.201293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 114779 members 
Entering Unmasked Estep 
Score: -12012933.000000 Penalty: 3792.810547
	Iteration 64Q: 3 clusters Score -1.201293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 114781 members 
Entering Unmasked Estep 
Score: -12012937.000000 Penalty: 3792.810547
	Iteration 65Q: 3 clusters Score -1.201294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 114783 members 
Entering Unmasked Estep 
Score: -12012928.000000 Penalty: 3792.810547
	Iteration 66Q: 3 clusters Score -1.201293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 114785 members 
Entering Unmasked Estep 
Score: -12012929.000000 Penalty: 3792.810547
	Iteration 67Q: 3 clusters Score -1.201293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 114785 members 
Entering Unmasked Estep 
Score: -12012929.000000 Penalty: 3792.810547
	Iteration 68F: 3 clusters Score -1.201293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Entering Unmasked Estep 
Score: -1537947.750000 Penalty: 1566.231812
	Iteration 0F: 2 clusters Score -1537948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1527211.625000 Penalty: 3132.463623
	Iteration 0F: 3 clusters Score -1527212 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1530872.250000 Penalty: 3132.463623
	Iteration 1F: 3 clusters Score -1530872 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1531143.125000 Penalty: 3132.463623
	Iteration 2F: 3 clusters Score -1531143 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1531374.250000 Penalty: 3132.463623
	Iteration 3Q: 3 clusters Score -1531374 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1531570.375000 Penalty: 3132.463623
	Iteration 4Q: 3 clusters Score -1531570 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1531730.250000 Penalty: 3132.463623
	Iteration 5Q: 3 clusters Score -1531730 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1531887.375000 Penalty: 3132.463623
	Iteration 6Q: 3 clusters Score -1531887 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1532030.625000 Penalty: 3132.463623
	Iteration 7Q: 3 clusters Score -1532031 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1532191.250000 Penalty: 3132.463623
	Iteration 8Q: 3 clusters Score -1532191 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1532364.750000 Penalty: 3132.463623
	Iteration 9Q: 3 clusters Score -1532365 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1532630.500000 Penalty: 3132.463623
	Iteration 10Q: 3 clusters Score -1532630 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1533013.000000 Penalty: 3132.463623
	Iteration 11Q: 3 clusters Score -1533013 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1533547.625000 Penalty: 3132.463623
	Iteration 12F: 3 clusters Score -1533548 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1534179.250000 Penalty: 3132.463623
	Iteration 13F: 3 clusters Score -1534179 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1534870.250000 Penalty: 3132.463623
	Iteration 14F: 3 clusters Score -1534870 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1535463.875000 Penalty: 3132.463623
	Iteration 15Q: 3 clusters Score -1535464 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1535892.375000 Penalty: 3132.463623
	Iteration 16Q: 3 clusters Score -1535892 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1536182.625000 Penalty: 3132.463623
	Iteration 17Q: 3 clusters Score -1536183 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1536335.625000 Penalty: 3132.463623
	Iteration 18Q: 3 clusters Score -1536336 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1536426.375000 Penalty: 3132.463623
	Iteration 19Q: 3 clusters Score -1536426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1536462.750000 Penalty: 3132.463623
	Iteration 20F: 3 clusters Score -1536463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -1536485.000000 Penalty: 3132.463623
	Iteration 21Q: 3 clusters Score -1536485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1536507.750000 Penalty: 3132.463623
	Iteration 22Q: 3 clusters Score -1536508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1536525.250000 Penalty: 3132.463623
	Iteration 23Q: 3 clusters Score -1536525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1536536.625000 Penalty: 3132.463623
	Iteration 24Q: 3 clusters Score -1536537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1536543.250000 Penalty: 3132.463623
	Iteration 25Q: 3 clusters Score -1536543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1536549.000000 Penalty: 3132.463623
	Iteration 26Q: 3 clusters Score -1536549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1536556.125000 Penalty: 3132.463623
	Iteration 27Q: 3 clusters Score -1536556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1536558.000000 Penalty: 3132.463623
	Iteration 28Q: 3 clusters Score -1536558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1536559.000000 Penalty: 3132.463623
	Iteration 29Q: 3 clusters Score -1536559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1536559.000000 Penalty: 3132.463623
	Iteration 30F: 3 clusters Score -1536559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Entering Unmasked Estep 
Score: -1896930.750000 Penalty: 1605.685181
	Iteration 0F: 2 clusters Score -1896931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1883556.125000 Penalty: 3211.370361
	Iteration 0F: 3 clusters Score -1883556 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1888241.500000 Penalty: 3211.370361
	Iteration 1F: 3 clusters Score -1888242 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1888538.250000 Penalty: 3211.370361
	Iteration 2Q: 3 clusters Score -1888538 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1888797.875000 Penalty: 3211.370361
	Iteration 3Q: 3 clusters Score -1888798 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1889016.500000 Penalty: 3211.370361
	Iteration 4Q: 3 clusters Score -1889016 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1889233.125000 Penalty: 3211.370361
	Iteration 5Q: 3 clusters Score -1889233 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1889450.875000 Penalty: 3211.370361
	Iteration 6Q: 3 clusters Score -1889451 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1889692.125000 Penalty: 3211.370361
	Iteration 7Q: 3 clusters Score -1889692 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1889979.500000 Penalty: 3211.370361
	Iteration 8Q: 3 clusters Score -1889980 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1890336.875000 Penalty: 3211.370361
	Iteration 9Q: 3 clusters Score -1890337 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1890716.125000 Penalty: 3211.370361
	Iteration 10Q: 3 clusters Score -1890716 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1891205.375000 Penalty: 3211.370361
	Iteration 11Q: 3 clusters Score -1891205 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1891767.500000 Penalty: 3211.370361
	Iteration 12Q: 3 clusters Score -1891768 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1892344.250000 Penalty: 3211.370361
	Iteration 13Q: 3 clusters Score -1892344 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1892942.375000 Penalty: 3211.370361
	Iteration 14Q: 3 clusters Score -1892942 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1893477.500000 Penalty: 3211.370361
	Iteration 15Q: 3 clusters Score -1893478 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1893919.625000 Penalty: 3211.370361
	Iteration 16Q: 3 clusters Score -1893920 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1894271.875000 Penalty: 3211.370361
	Iteration 17Q: 3 clusters Score -1894272 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1894585.000000 Penalty: 3211.370361
	Iteration 18Q: 3 clusters Score -1894585 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1894824.250000 Penalty: 3211.370361
	Iteration 19Q: 3 clusters Score -1894824 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1894995.125000 Penalty: 3211.370361
	Iteration 20F: 3 clusters Score -1894995 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1895150.500000 Penalty: 3211.370361
	Iteration 21Q: 3 clusters Score -1895150 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1895286.250000 Penalty: 3211.370361
	Iteration 22Q: 3 clusters Score -1895286 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1895380.250000 Penalty: 3211.370361
	Iteration 23Q: 3 clusters Score -1895380 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1895443.250000 Penalty: 3211.370361
	Iteration 24Q: 3 clusters Score -1895443 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1895489.250000 Penalty: 3211.370361
	Iteration 25Q: 3 clusters Score -1895489 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1895533.125000 Penalty: 3211.370361
	Iteration 26Q: 3 clusters Score -1895533 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1895560.000000 Penalty: 3211.370361
	Iteration 27Q: 3 clusters Score -1895560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1895576.125000 Penalty: 3211.370361
	Iteration 28Q: 3 clusters Score -1895576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1895591.875000 Penalty: 3211.370361
	Iteration 29Q: 3 clusters Score -1895592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1895605.625000 Penalty: 3211.370361
	Iteration 30Q: 3 clusters Score -1895606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1895622.750000 Penalty: 3211.370361
	Iteration 31Q: 3 clusters Score -1895623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1895624.625000 Penalty: 3211.370361
	Iteration 32Q: 3 clusters Score -1895625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1895634.000000 Penalty: 3211.370361
	Iteration 33Q: 3 clusters Score -1895634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1895641.875000 Penalty: 3211.370361
	Iteration 34Q: 3 clusters Score -1895642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1895647.625000 Penalty: 3211.370361
	Iteration 35Q: 3 clusters Score -1895648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1895654.250000 Penalty: 3211.370361
	Iteration 36Q: 3 clusters Score -1895654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1895660.875000 Penalty: 3211.370361
	Iteration 37Q: 3 clusters Score -1895661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1895661.375000 Penalty: 3211.370361
	Iteration 38Q: 3 clusters Score -1895661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1895664.625000 Penalty: 3211.370361
	Iteration 39Q: 3 clusters Score -1895665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1895664.250000 Penalty: 3211.370361
	Iteration 40F: 3 clusters Score -1895664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1895663.125000 Penalty: 3211.370361
	Iteration 41Q: 3 clusters Score -1895663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1895663.875000 Penalty: 3211.370361
	Iteration 42Q: 3 clusters Score -1895664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1895663.875000 Penalty: 3211.370361
	Iteration 43F: 3 clusters Score -1895664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Entering Unmasked Estep 
Score: -5366314.500000 Penalty: 1766.670776
	Iteration 0F: 2 clusters Score -5366314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -5330944.500000 Penalty: 3533.341553
	Iteration 0F: 3 clusters Score -5330944 nChanged 24969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -5345137.000000 Penalty: 3533.341553
	Iteration 1F: 3 clusters Score -5345137 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -5345812.500000 Penalty: 3533.341553
	Iteration 2Q: 3 clusters Score -5345812 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -5346588.500000 Penalty: 3533.341553
	Iteration 3Q: 3 clusters Score -5346588 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -5347460.000000 Penalty: 3533.341553
	Iteration 4Q: 3 clusters Score -5347460 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -5348615.000000 Penalty: 3533.341553
	Iteration 5F: 3 clusters Score -5348615 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -5350503.000000 Penalty: 3533.341553
	Iteration 6F: 3 clusters Score -5350503 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -5353292.000000 Penalty: 3533.341553
	Iteration 7F: 3 clusters Score -5353292 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -5356670.000000 Penalty: 3533.341553
	Iteration 8F: 3 clusters Score -5356670 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -5359604.000000 Penalty: 3533.341553
	Iteration 9F: 3 clusters Score -5359604 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -5361113.500000 Penalty: 3533.341553
	Iteration 10Q: 3 clusters Score -5361114 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -5361779.500000 Penalty: 3533.341553
	Iteration 11Q: 3 clusters Score -5361780 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -5362140.000000 Penalty: 3533.341553
	Iteration 12Q: 3 clusters Score -5362140 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -5362401.000000 Penalty: 3533.341553
	Iteration 13Q: 3 clusters Score -5362401 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -5362601.500000 Penalty: 3533.341553
	Iteration 14Q: 3 clusters Score -5362602 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -5362795.500000 Penalty: 3533.341553
	Iteration 15Q: 3 clusters Score -5362796 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -5362936.000000 Penalty: 3533.341553
	Iteration 16Q: 3 clusters Score -5362936 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -5363097.000000 Penalty: 3533.341553
	Iteration 17Q: 3 clusters Score -5363097 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -5363192.500000 Penalty: 3533.341553
	Iteration 18Q: 3 clusters Score -5363192 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -5363366.000000 Penalty: 3533.341553
	Iteration 19Q: 3 clusters Score -5363366 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -5363508.000000 Penalty: 3533.341553
	Iteration 20F: 3 clusters Score -5363508 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -5363625.000000 Penalty: 3533.341553
	Iteration 21Q: 3 clusters Score -5363625 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -5363748.000000 Penalty: 3533.341553
	Iteration 22Q: 3 clusters Score -5363748 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -5363868.500000 Penalty: 3533.341553
	Iteration 23Q: 3 clusters Score -5363868 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -5364018.000000 Penalty: 3533.341553
	Iteration 24Q: 3 clusters Score -5364018 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -5364160.500000 Penalty: 3533.341553
	Iteration 25Q: 3 clusters Score -5364160 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -5364289.000000 Penalty: 3533.341553
	Iteration 26Q: 3 clusters Score -5364289 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -5364426.000000 Penalty: 3533.341553
	Iteration 27Q: 3 clusters Score -5364426 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -5364499.000000 Penalty: 3533.341553
	Iteration 28Q: 3 clusters Score -5364499 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -5364581.500000 Penalty: 3533.341553
	Iteration 29Q: 3 clusters Score -5364582 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -5364692.500000 Penalty: 3533.341553
	Iteration 30Q: 3 clusters Score -5364692 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -5364777.500000 Penalty: 3533.341553
	Iteration 31Q: 3 clusters Score -5364778 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -5364862.500000 Penalty: 3533.341553
	Iteration 32Q: 3 clusters Score -5364862 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -5364923.000000 Penalty: 3533.341553
	Iteration 33Q: 3 clusters Score -5364923 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -5364990.000000 Penalty: 3533.341553
	Iteration 34Q: 3 clusters Score -5364990 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -5365032.500000 Penalty: 3533.341553
	Iteration 35Q: 3 clusters Score -5365032 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -5365073.500000 Penalty: 3533.341553
	Iteration 36Q: 3 clusters Score -5365074 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -5365100.500000 Penalty: 3533.341553
	Iteration 37Q: 3 clusters Score -5365100 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -5365139.500000 Penalty: 3533.341553
	Iteration 38Q: 3 clusters Score -5365140 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -5365191.000000 Penalty: 3533.341553
	Iteration 39Q: 3 clusters Score -5365191 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -5365227.500000 Penalty: 3533.341553
	Iteration 40F: 3 clusters Score -5365228 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -5365255.500000 Penalty: 3533.341553
	Iteration 41Q: 3 clusters Score -5365256 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -5365272.000000 Penalty: 3533.341553
	Iteration 42Q: 3 clusters Score -5365272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -5365298.000000 Penalty: 3533.341553
	Iteration 43Q: 3 clusters Score -5365298 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -5365304.000000 Penalty: 3533.341553
	Iteration 44Q: 3 clusters Score -5365304 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -5365320.000000 Penalty: 3533.341553
	Iteration 45Q: 3 clusters Score -5365320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -5365326.500000 Penalty: 3533.341553
	Iteration 46Q: 3 clusters Score -5365326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -5365332.500000 Penalty: 3533.341553
	Iteration 47Q: 3 clusters Score -5365332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -5365329.500000 Penalty: 3533.341553
	Iteration 48Q: 3 clusters Score -5365330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -5365344.500000 Penalty: 3533.341553
	Iteration 49Q: 3 clusters Score -5365344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -5365349.000000 Penalty: 3533.341553
	Iteration 50Q: 3 clusters Score -5365349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -5365349.000000 Penalty: 3533.341553
	Iteration 51Q: 3 clusters Score -5365349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -5365364.000000 Penalty: 3533.341553
	Iteration 52Q: 3 clusters Score -5365364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -5365370.000000 Penalty: 3533.341553
	Iteration 53Q: 3 clusters Score -5365370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -5365363.000000 Penalty: 3533.341553
	Iteration 54Q: 3 clusters Score -5365363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -5365359.500000 Penalty: 3533.341553
	Iteration 55Q: 3 clusters Score -5365360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -5365359.000000 Penalty: 3533.341553
	Iteration 56Q: 3 clusters Score -5365359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -5365359.500000 Penalty: 3533.341553
	Iteration 57Q: 3 clusters Score -5365360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -5365357.500000 Penalty: 3533.341553
	Iteration 58Q: 3 clusters Score -5365358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -5365358.500000 Penalty: 3533.341553
	Iteration 59Q: 3 clusters Score -5365358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 51061 members 
Entering Unmasked Estep 
Score: -5365366.000000 Penalty: 3533.341553
	Iteration 60F: 3 clusters Score -5365366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -5365360.000000 Penalty: 3533.341553
	Iteration 61Q: 3 clusters Score -5365360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -5365359.500000 Penalty: 3533.341553
	Iteration 62Q: 3 clusters Score -5365360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -5365360.500000 Penalty: 3533.341553
	Iteration 63Q: 3 clusters Score -5365360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -5365360.000000 Penalty: 3533.341553
	Iteration 64Q: 3 clusters Score -5365360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -5365360.000000 Penalty: 3533.341553
	Iteration 65F: 3 clusters Score -5365360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Entering Unmasked Estep 
Score: -1306656.750000 Penalty: 1537.428589
	Iteration 0F: 2 clusters Score -1306657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1297655.000000 Penalty: 3074.857178
	Iteration 0F: 3 clusters Score -1297655 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1300713.000000 Penalty: 3074.857178
	Iteration 1F: 3 clusters Score -1300713 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1301037.125000 Penalty: 3074.857178
	Iteration 2F: 3 clusters Score -1301037 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1301319.875000 Penalty: 3074.857178
	Iteration 3F: 3 clusters Score -1301320 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1301563.625000 Penalty: 3074.857178
	Iteration 4Q: 3 clusters Score -1301564 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1301813.375000 Penalty: 3074.857178
	Iteration 5Q: 3 clusters Score -1301813 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1302132.375000 Penalty: 3074.857178
	Iteration 6Q: 3 clusters Score -1302132 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1302604.125000 Penalty: 3074.857178
	Iteration 7F: 3 clusters Score -1302604 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1303232.250000 Penalty: 3074.857178
	Iteration 8F: 3 clusters Score -1303232 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1303889.625000 Penalty: 3074.857178
	Iteration 9F: 3 clusters Score -1303890 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1304418.125000 Penalty: 3074.857178
	Iteration 10Q: 3 clusters Score -1304418 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1304787.000000 Penalty: 3074.857178
	Iteration 11Q: 3 clusters Score -1304787 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1305027.500000 Penalty: 3074.857178
	Iteration 12Q: 3 clusters Score -1305028 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1305199.375000 Penalty: 3074.857178
	Iteration 13Q: 3 clusters Score -1305199 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1305304.875000 Penalty: 3074.857178
	Iteration 14Q: 3 clusters Score -1305305 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1305361.250000 Penalty: 3074.857178
	Iteration 15Q: 3 clusters Score -1305361 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1305396.250000 Penalty: 3074.857178
	Iteration 16Q: 3 clusters Score -1305396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1305430.625000 Penalty: 3074.857178
	Iteration 17Q: 3 clusters Score -1305431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1305447.625000 Penalty: 3074.857178
	Iteration 18Q: 3 clusters Score -1305448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1305467.375000 Penalty: 3074.857178
	Iteration 19Q: 3 clusters Score -1305467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1305480.375000 Penalty: 3074.857178
	Iteration 20F: 3 clusters Score -1305480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1305499.875000 Penalty: 3074.857178
	Iteration 21Q: 3 clusters Score -1305500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1305508.875000 Penalty: 3074.857178
	Iteration 22Q: 3 clusters Score -1305509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1305516.000000 Penalty: 3074.857178
	Iteration 23Q: 3 clusters Score -1305516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1305521.750000 Penalty: 3074.857178
	Iteration 24Q: 3 clusters Score -1305522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1305537.000000 Penalty: 3074.857178
	Iteration 25Q: 3 clusters Score -1305537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1305541.125000 Penalty: 3074.857178
	Iteration 26Q: 3 clusters Score -1305541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1305542.875000 Penalty: 3074.857178
	Iteration 27Q: 3 clusters Score -1305543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1305542.875000 Penalty: 3074.857178
	Iteration 28F: 3 clusters Score -1305543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (156829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156829 members 
Entering Unmasked Estep 
Score: -15951000.000000 Penalty: 1943.973145
	Iteration 0F: 2 clusters Score -1.5951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78255 members 
Mstep: Class 2 contains 78574 members 
Entering Unmasked Estep 
Score: -15846648.000000 Penalty: 3887.946289
	Iteration 0F: 3 clusters Score -1.584665e+07 nChanged 75568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74979 members 
Mstep: Class 2 contains 81850 members 
Entering Unmasked Estep 
Score: -15890975.000000 Penalty: 3887.946289
	Iteration 1F: 3 clusters Score -1.589098e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72875 members 
Mstep: Class 2 contains 83954 members 
Entering Unmasked Estep 
Score: -15891755.000000 Penalty: 3887.946289
	Iteration 2Q: 3 clusters Score -1.589176e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69562 members 
Mstep: Class 2 contains 87267 members 
Entering Unmasked Estep 
Score: -15892972.000000 Penalty: 3887.946289
	Iteration 3Q: 3 clusters Score -1.589297e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64423 members 
Mstep: Class 2 contains 92406 members 
Entering Unmasked Estep 
Score: -15895036.000000 Penalty: 3887.946289
	Iteration 4Q: 3 clusters Score -1.589504e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 100121 members 
Entering Unmasked Estep 
Score: -15898612.000000 Penalty: 3887.946289
	Iteration 5F: 3 clusters Score -1.589861e+07 nChanged 11140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 111157 members 
Entering Unmasked Estep 
Score: -15905935.000000 Penalty: 3887.946289
	Iteration 6F: 3 clusters Score -1.590594e+07 nChanged 14324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 125473 members 
Entering Unmasked Estep 
Score: -15918139.000000 Penalty: 3887.946289
	Iteration 7F: 3 clusters Score -1.591814e+07 nChanged 15216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 140689 members 
Entering Unmasked Estep 
Score: -15933517.000000 Penalty: 3887.946289
	Iteration 8F: 3 clusters Score -1.593352e+07 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 151220 members 
Entering Unmasked Estep 
Score: -15944170.000000 Penalty: 3887.946289
	Iteration 9F: 3 clusters Score -1.594417e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 155411 members 
Entering Unmasked Estep 
Score: -15947981.000000 Penalty: 3887.946289
	Iteration 10Q: 3 clusters Score -1.594798e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 156464 members 
Entering Unmasked Estep 
Score: -15948884.000000 Penalty: 3887.946289
	Iteration 11Q: 3 clusters Score -1.594888e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 156658 members 
Entering Unmasked Estep 
Score: -15949121.000000 Penalty: 3887.946289
	Iteration 12Q: 3 clusters Score -1.594912e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 156692 members 
Entering Unmasked Estep 
Score: -15949184.000000 Penalty: 3887.946289
	Iteration 13Q: 3 clusters Score -1.594918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 156702 members 
Entering Unmasked Estep 
Score: -15949221.000000 Penalty: 3887.946289
	Iteration 14Q: 3 clusters Score -1.594922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 156706 members 
Entering Unmasked Estep 
Score: -15949261.000000 Penalty: 3887.946289
	Iteration 15Q: 3 clusters Score -1.594926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 156713 members 
Entering Unmasked Estep 
Score: -15949270.000000 Penalty: 3887.946289
	Iteration 16Q: 3 clusters Score -1.594927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 156715 members 
Entering Unmasked Estep 
Score: -15949299.000000 Penalty: 3887.946289
	Iteration 17Q: 3 clusters Score -1.59493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 156717 members 
Entering Unmasked Estep 
Score: -15949302.000000 Penalty: 3887.946289
	Iteration 18Q: 3 clusters Score -1.59493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 156717 members 
Entering Unmasked Estep 
Score: -15949296.000000 Penalty: 3887.946289
	Iteration 19Q: 3 clusters Score -1.59493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 156716 members 
Entering Unmasked Estep 
Score: -15949298.000000 Penalty: 3887.946289
	Iteration 20F: 3 clusters Score -1.59493e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Entering Unmasked Estep 
Score: -668801.625000 Penalty: 1428.542358
	Iteration 0F: 2 clusters Score -668801.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -663854.312500 Penalty: 2857.084717
	Iteration 0F: 3 clusters Score -663854.3 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -665298.625000 Penalty: 2857.084717
	Iteration 1F: 3 clusters Score -665298.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -665484.437500 Penalty: 2857.084717
	Iteration 2F: 3 clusters Score -665484.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -665626.750000 Penalty: 2857.084717
	Iteration 3Q: 3 clusters Score -665626.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -665735.937500 Penalty: 2857.084717
	Iteration 4Q: 3 clusters Score -665735.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -665832.375000 Penalty: 2857.084717
	Iteration 5Q: 3 clusters Score -665832.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -665920.437500 Penalty: 2857.084717
	Iteration 6Q: 3 clusters Score -665920.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -665998.375000 Penalty: 2857.084717
	Iteration 7Q: 3 clusters Score -665998.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -666074.625000 Penalty: 2857.084717
	Iteration 8Q: 3 clusters Score -666074.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -666167.375000 Penalty: 2857.084717
	Iteration 9Q: 3 clusters Score -666167.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -666283.562500 Penalty: 2857.084717
	Iteration 10Q: 3 clusters Score -666283.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -666428.875000 Penalty: 2857.084717
	Iteration 11Q: 3 clusters Score -666428.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -666605.875000 Penalty: 2857.084717
	Iteration 12Q: 3 clusters Score -666605.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -666788.312500 Penalty: 2857.084717
	Iteration 13Q: 3 clusters Score -666788.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -666990.000000 Penalty: 2857.084717
	Iteration 14Q: 3 clusters Score -666990 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -667184.625000 Penalty: 2857.084717
	Iteration 15Q: 3 clusters Score -667184.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -667329.937500 Penalty: 2857.084717
	Iteration 16Q: 3 clusters Score -667329.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -667417.812500 Penalty: 2857.084717
	Iteration 17Q: 3 clusters Score -667417.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -667471.500000 Penalty: 2857.084717
	Iteration 18Q: 3 clusters Score -667471.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -667507.062500 Penalty: 2857.084717
	Iteration 19Q: 3 clusters Score -667507.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -667535.000000 Penalty: 2857.084717
	Iteration 20F: 3 clusters Score -667535 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -667558.000000 Penalty: 2857.084717
	Iteration 21Q: 3 clusters Score -667558 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -667572.375000 Penalty: 2857.084717
	Iteration 22Q: 3 clusters Score -667572.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -667587.625000 Penalty: 2857.084717
	Iteration 23Q: 3 clusters Score -667587.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -667599.687500 Penalty: 2857.084717
	Iteration 24Q: 3 clusters Score -667599.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -667611.875000 Penalty: 2857.084717
	Iteration 25Q: 3 clusters Score -667611.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -667622.750000 Penalty: 2857.084717
	Iteration 26Q: 3 clusters Score -667622.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -667627.812500 Penalty: 2857.084717
	Iteration 27Q: 3 clusters Score -667627.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -667633.125000 Penalty: 2857.084717
	Iteration 28Q: 3 clusters Score -667633.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -667638.187500 Penalty: 2857.084717
	Iteration 29Q: 3 clusters Score -667638.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -667640.375000 Penalty: 2857.084717
	Iteration 30Q: 3 clusters Score -667640.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -667643.375000 Penalty: 2857.084717
	Iteration 31Q: 3 clusters Score -667643.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -667649.812500 Penalty: 2857.084717
	Iteration 32Q: 3 clusters Score -667649.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -667651.437500 Penalty: 2857.084717
	Iteration 33Q: 3 clusters Score -667651.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -667656.250000 Penalty: 2857.084717
	Iteration 34Q: 3 clusters Score -667656.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -667657.250000 Penalty: 2857.084717
	Iteration 35Q: 3 clusters Score -667657.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -667662.125000 Penalty: 2857.084717
	Iteration 36Q: 3 clusters Score -667662.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -667663.312500 Penalty: 2857.084717
	Iteration 37Q: 3 clusters Score -667663.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -667665.687500 Penalty: 2857.084717
	Iteration 38Q: 3 clusters Score -667665.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -667668.437500 Penalty: 2857.084717
	Iteration 39Q: 3 clusters Score -667668.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -667669.937500 Penalty: 2857.084717
	Iteration 40F: 3 clusters Score -667669.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -667670.562500 Penalty: 2857.084717
	Iteration 41Q: 3 clusters Score -667670.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -667669.875000 Penalty: 2857.084717
	Iteration 42Q: 3 clusters Score -667669.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -667669.875000 Penalty: 2857.084717
	Iteration 43F: 3 clusters Score -667669.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (171951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171951 members 
Entering Unmasked Estep 
Score: -17652640.000000 Penalty: 1958.931763
	Iteration 0F: 2 clusters Score -1.765264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85858 members 
Mstep: Class 2 contains 86093 members 
Entering Unmasked Estep 
Score: -17544806.000000 Penalty: 3917.863525
	Iteration 0F: 3 clusters Score -1.754481e+07 nChanged 83023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83487 members 
Mstep: Class 2 contains 88464 members 
Entering Unmasked Estep 
Score: -17594652.000000 Penalty: 3917.863525
	Iteration 1F: 3 clusters Score -1.759465e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82049 members 
Mstep: Class 2 contains 89902 members 
Entering Unmasked Estep 
Score: -17595966.000000 Penalty: 3917.863525
	Iteration 2Q: 3 clusters Score -1.759597e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79732 members 
Mstep: Class 2 contains 92219 members 
Entering Unmasked Estep 
Score: -17598034.000000 Penalty: 3917.863525
	Iteration 3Q: 3 clusters Score -1.759803e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 95964 members 
Entering Unmasked Estep 
Score: -17600856.000000 Penalty: 3917.863525
	Iteration 4Q: 3 clusters Score -1.760086e+07 nChanged 9213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70532 members 
Mstep: Class 2 contains 101419 members 
Entering Unmasked Estep 
Score: -17605704.000000 Penalty: 3917.863525
	Iteration 5F: 3 clusters Score -1.76057e+07 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 108383 members 
Entering Unmasked Estep 
Score: -17613464.000000 Penalty: 3917.863525
	Iteration 6F: 3 clusters Score -1.761346e+07 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 115724 members 
Entering Unmasked Estep 
Score: -17624556.000000 Penalty: 3917.863525
	Iteration 7F: 3 clusters Score -1.762456e+07 nChanged 11371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 121111 members 
Entering Unmasked Estep 
Score: -17634086.000000 Penalty: 3917.863525
	Iteration 8F: 3 clusters Score -1.763409e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 124257 members 
Entering Unmasked Estep 
Score: -17638934.000000 Penalty: 3917.863525
	Iteration 9Q: 3 clusters Score -1.763893e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 126466 members 
Entering Unmasked Estep 
Score: -17641120.000000 Penalty: 3917.863525
	Iteration 10Q: 3 clusters Score -1.764112e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 128310 members 
Entering Unmasked Estep 
Score: -17642604.000000 Penalty: 3917.863525
	Iteration 11Q: 3 clusters Score -1.76426e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 129793 members 
Entering Unmasked Estep 
Score: -17643680.000000 Penalty: 3917.863525
	Iteration 12Q: 3 clusters Score -1.764368e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 131036 members 
Entering Unmasked Estep 
Score: -17644484.000000 Penalty: 3917.863525
	Iteration 13Q: 3 clusters Score -1.764448e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 132162 members 
Entering Unmasked Estep 
Score: -17645220.000000 Penalty: 3917.863525
	Iteration 14Q: 3 clusters Score -1.764522e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 133060 members 
Entering Unmasked Estep 
Score: -17645602.000000 Penalty: 3917.863525
	Iteration 15Q: 3 clusters Score -1.76456e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 133879 members 
Entering Unmasked Estep 
Score: -17645888.000000 Penalty: 3917.863525
	Iteration 16Q: 3 clusters Score -1.764589e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 134642 members 
Entering Unmasked Estep 
Score: -17646210.000000 Penalty: 3917.863525
	Iteration 17Q: 3 clusters Score -1.764621e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 135349 members 
Entering Unmasked Estep 
Score: -17646394.000000 Penalty: 3917.863525
	Iteration 18Q: 3 clusters Score -1.764639e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 136018 members 
Entering Unmasked Estep 
Score: -17646580.000000 Penalty: 3917.863525
	Iteration 19Q: 3 clusters Score -1.764658e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 136676 members 
Entering Unmasked Estep 
Score: -17646766.000000 Penalty: 3917.863525
	Iteration 20F: 3 clusters Score -1.764677e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 137303 members 
Entering Unmasked Estep 
Score: -17646946.000000 Penalty: 3917.863525
	Iteration 21Q: 3 clusters Score -1.764695e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 137882 members 
Entering Unmasked Estep 
Score: -17647054.000000 Penalty: 3917.863525
	Iteration 22Q: 3 clusters Score -1.764705e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 138465 members 
Entering Unmasked Estep 
Score: -17647130.000000 Penalty: 3917.863525
	Iteration 23Q: 3 clusters Score -1.764713e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 139059 members 
Entering Unmasked Estep 
Score: -17647280.000000 Penalty: 3917.863525
	Iteration 24Q: 3 clusters Score -1.764728e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 139684 members 
Entering Unmasked Estep 
Score: -17647364.000000 Penalty: 3917.863525
	Iteration 25Q: 3 clusters Score -1.764736e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 140327 members 
Entering Unmasked Estep 
Score: -17647412.000000 Penalty: 3917.863525
	Iteration 26Q: 3 clusters Score -1.764741e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 140952 members 
Entering Unmasked Estep 
Score: -17647496.000000 Penalty: 3917.863525
	Iteration 27Q: 3 clusters Score -1.76475e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 141585 members 
Entering Unmasked Estep 
Score: -17647562.000000 Penalty: 3917.863525
	Iteration 28Q: 3 clusters Score -1.764756e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 142172 members 
Entering Unmasked Estep 
Score: -17647648.000000 Penalty: 3917.863525
	Iteration 29Q: 3 clusters Score -1.764765e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 142792 members 
Entering Unmasked Estep 
Score: -17647752.000000 Penalty: 3917.863525
	Iteration 30Q: 3 clusters Score -1.764775e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 143395 members 
Entering Unmasked Estep 
Score: -17647800.000000 Penalty: 3917.863525
	Iteration 31Q: 3 clusters Score -1.76478e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 144029 members 
Entering Unmasked Estep 
Score: -17647830.000000 Penalty: 3917.863525
	Iteration 32Q: 3 clusters Score -1.764783e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 144674 members 
Entering Unmasked Estep 
Score: -17647848.000000 Penalty: 3917.863525
	Iteration 33Q: 3 clusters Score -1.764785e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 145417 members 
Entering Unmasked Estep 
Score: -17647876.000000 Penalty: 3917.863525
	Iteration 34Q: 3 clusters Score -1.764788e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 146212 members 
Entering Unmasked Estep 
Score: -17648050.000000 Penalty: 3917.863525
	Iteration 35Q: 3 clusters Score -1.764805e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 147047 members 
Entering Unmasked Estep 
Score: -17648166.000000 Penalty: 3917.863525
	Iteration 36Q: 3 clusters Score -1.764817e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 147935 members 
Entering Unmasked Estep 
Score: -17648226.000000 Penalty: 3917.863525
	Iteration 37Q: 3 clusters Score -1.764823e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 148822 members 
Entering Unmasked Estep 
Score: -17648254.000000 Penalty: 3917.863525
	Iteration 38Q: 3 clusters Score -1.764825e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 149734 members 
Entering Unmasked Estep 
Score: -17648356.000000 Penalty: 3917.863525
	Iteration 39Q: 3 clusters Score -1.764836e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 150626 members 
Entering Unmasked Estep 
Score: -17648508.000000 Penalty: 3917.863525
	Iteration 40F: 3 clusters Score -1.764851e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 151525 members 
Entering Unmasked Estep 
Score: -17648568.000000 Penalty: 3917.863525
	Iteration 41Q: 3 clusters Score -1.764857e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 152446 members 
Entering Unmasked Estep 
Score: -17648616.000000 Penalty: 3917.863525
	Iteration 42Q: 3 clusters Score -1.764862e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 153378 members 
Entering Unmasked Estep 
Score: -17648696.000000 Penalty: 3917.863525
	Iteration 43Q: 3 clusters Score -1.76487e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 154326 members 
Entering Unmasked Estep 
Score: -17648802.000000 Penalty: 3917.863525
	Iteration 44Q: 3 clusters Score -1.76488e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 155310 members 
Entering Unmasked Estep 
Score: -17648838.000000 Penalty: 3917.863525
	Iteration 45Q: 3 clusters Score -1.764884e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 156286 members 
Entering Unmasked Estep 
Score: -17649030.000000 Penalty: 3917.863525
	Iteration 46Q: 3 clusters Score -1.764903e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 157250 members 
Entering Unmasked Estep 
Score: -17649220.000000 Penalty: 3917.863525
	Iteration 47Q: 3 clusters Score -1.764922e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 158201 members 
Entering Unmasked Estep 
Score: -17649348.000000 Penalty: 3917.863525
	Iteration 48Q: 3 clusters Score -1.764935e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 159115 members 
Entering Unmasked Estep 
Score: -17649388.000000 Penalty: 3917.863525
	Iteration 49Q: 3 clusters Score -1.764939e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 160039 members 
Entering Unmasked Estep 
Score: -17649516.000000 Penalty: 3917.863525
	Iteration 50Q: 3 clusters Score -1.764952e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 160893 members 
Entering Unmasked Estep 
Score: -17649630.000000 Penalty: 3917.863525
	Iteration 51Q: 3 clusters Score -1.764963e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 161732 members 
Entering Unmasked Estep 
Score: -17649668.000000 Penalty: 3917.863525
	Iteration 52Q: 3 clusters Score -1.764967e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 162578 members 
Entering Unmasked Estep 
Score: -17649828.000000 Penalty: 3917.863525
	Iteration 53Q: 3 clusters Score -1.764983e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 163377 members 
Entering Unmasked Estep 
Score: -17649960.000000 Penalty: 3917.863525
	Iteration 54Q: 3 clusters Score -1.764996e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 164131 members 
Entering Unmasked Estep 
Score: -17650056.000000 Penalty: 3917.863525
	Iteration 55Q: 3 clusters Score -1.765006e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 164815 members 
Entering Unmasked Estep 
Score: -17650108.000000 Penalty: 3917.863525
	Iteration 56Q: 3 clusters Score -1.765011e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 165500 members 
Entering Unmasked Estep 
Score: -17650306.000000 Penalty: 3917.863525
	Iteration 57Q: 3 clusters Score -1.765031e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 166151 members 
Entering Unmasked Estep 
Score: -17650434.000000 Penalty: 3917.863525
	Iteration 58Q: 3 clusters Score -1.765043e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 166770 members 
Entering Unmasked Estep 
Score: -17650514.000000 Penalty: 3917.863525
	Iteration 59Q: 3 clusters Score -1.765051e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 167364 members 
Entering Unmasked Estep 
Score: -17650566.000000 Penalty: 3917.863525
	Iteration 60F: 3 clusters Score -1.765057e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 167869 members 
Entering Unmasked Estep 
Score: -17650610.000000 Penalty: 3917.863525
	Iteration 61Q: 3 clusters Score -1.765061e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 168354 members 
Entering Unmasked Estep 
Score: -17650688.000000 Penalty: 3917.863525
	Iteration 62Q: 3 clusters Score -1.765069e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 168784 members 
Entering Unmasked Estep 
Score: -17650752.000000 Penalty: 3917.863525
	Iteration 63Q: 3 clusters Score -1.765075e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 169178 members 
Entering Unmasked Estep 
Score: -17650822.000000 Penalty: 3917.863525
	Iteration 64Q: 3 clusters Score -1.765082e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 169502 members 
Entering Unmasked Estep 
Score: -17650872.000000 Penalty: 3917.863525
	Iteration 65Q: 3 clusters Score -1.765087e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 169767 members 
Entering Unmasked Estep 
Score: -17650878.000000 Penalty: 3917.863525
	Iteration 66Q: 3 clusters Score -1.765088e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 170019 members 
Entering Unmasked Estep 
Score: -17650918.000000 Penalty: 3917.863525
	Iteration 67Q: 3 clusters Score -1.765092e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 170231 members 
Entering Unmasked Estep 
Score: -17650940.000000 Penalty: 3917.863525
	Iteration 68Q: 3 clusters Score -1.765094e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 170417 members 
Entering Unmasked Estep 
Score: -17650958.000000 Penalty: 3917.863525
	Iteration 69Q: 3 clusters Score -1.765096e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 170565 members 
Entering Unmasked Estep 
Score: -17650992.000000 Penalty: 3917.863525
	Iteration 70Q: 3 clusters Score -1.765099e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 170688 members 
Entering Unmasked Estep 
Score: -17650990.000000 Penalty: 3917.863525
	Iteration 71Q: 3 clusters Score -1.765099e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 170797 members 
Entering Unmasked Estep 
Score: -17651034.000000 Penalty: 3917.863525
	Iteration 72Q: 3 clusters Score -1.765103e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 170897 members 
Entering Unmasked Estep 
Score: -17651048.000000 Penalty: 3917.863525
	Iteration 73Q: 3 clusters Score -1.765105e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 170963 members 
Entering Unmasked Estep 
Score: -17651062.000000 Penalty: 3917.863525
	Iteration 74Q: 3 clusters Score -1.765106e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 171020 members 
Entering Unmasked Estep 
Score: -17651086.000000 Penalty: 3917.863525
	Iteration 75Q: 3 clusters Score -1.765109e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 171066 members 
Entering Unmasked Estep 
Score: -17651084.000000 Penalty: 3917.863525
	Iteration 76Q: 3 clusters Score -1.765108e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 171101 members 
Entering Unmasked Estep 
Score: -17651086.000000 Penalty: 3917.863525
	Iteration 77Q: 3 clusters Score -1.765109e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 171132 members 
Entering Unmasked Estep 
Score: -17651090.000000 Penalty: 3917.863525
	Iteration 78Q: 3 clusters Score -1.765109e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 171161 members 
Entering Unmasked Estep 
Score: -17651100.000000 Penalty: 3917.863525
	Iteration 79Q: 3 clusters Score -1.76511e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 171183 members 
Entering Unmasked Estep 
Score: -17651124.000000 Penalty: 3917.863525
	Iteration 80F: 3 clusters Score -1.765112e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 171199 members 
Entering Unmasked Estep 
Score: -17651126.000000 Penalty: 3917.863525
	Iteration 81Q: 3 clusters Score -1.765113e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 171216 members 
Entering Unmasked Estep 
Score: -17651130.000000 Penalty: 3917.863525
	Iteration 82Q: 3 clusters Score -1.765113e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 171236 members 
Entering Unmasked Estep 
Score: -17651126.000000 Penalty: 3917.863525
	Iteration 83Q: 3 clusters Score -1.765113e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 171251 members 
Entering Unmasked Estep 
Score: -17651124.000000 Penalty: 3917.863525
	Iteration 84Q: 3 clusters Score -1.765112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 171258 members 
Entering Unmasked Estep 
Score: -17651136.000000 Penalty: 3917.863525
	Iteration 85Q: 3 clusters Score -1.765114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 171266 members 
Entering Unmasked Estep 
Score: -17651134.000000 Penalty: 3917.863525
	Iteration 86Q: 3 clusters Score -1.765113e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 171276 members 
Entering Unmasked Estep 
Score: -17651128.000000 Penalty: 3917.863525
	Iteration 87Q: 3 clusters Score -1.765113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 171290 members 
Entering Unmasked Estep 
Score: -17651118.000000 Penalty: 3917.863525
	Iteration 88Q: 3 clusters Score -1.765112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 171300 members 
Entering Unmasked Estep 
Score: -17651128.000000 Penalty: 3917.863525
	Iteration 89Q: 3 clusters Score -1.765113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 171311 members 
Entering Unmasked Estep 
Score: -17651128.000000 Penalty: 3917.863525
	Iteration 90Q: 3 clusters Score -1.765113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 171318 members 
Entering Unmasked Estep 
Score: -17651120.000000 Penalty: 3917.863525
	Iteration 91Q: 3 clusters Score -1.765112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 171328 members 
Entering Unmasked Estep 
Score: -17651128.000000 Penalty: 3917.863525
	Iteration 92Q: 3 clusters Score -1.765113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 171336 members 
Entering Unmasked Estep 
Score: -17651142.000000 Penalty: 3917.863525
	Iteration 93Q: 3 clusters Score -1.765114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 171345 members 
Entering Unmasked Estep 
Score: -17651148.000000 Penalty: 3917.863525
	Iteration 94Q: 3 clusters Score -1.765115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 171350 members 
Entering Unmasked Estep 
Score: -17651148.000000 Penalty: 3917.863525
	Iteration 95Q: 3 clusters Score -1.765115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 171353 members 
Entering Unmasked Estep 
Score: -17651156.000000 Penalty: 3917.863525
	Iteration 96Q: 3 clusters Score -1.765116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 171357 members 
Entering Unmasked Estep 
Score: -17651156.000000 Penalty: 3917.863525
	Iteration 97Q: 3 clusters Score -1.765116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 171357 members 
Entering Unmasked Estep 
Score: -17651148.000000 Penalty: 3917.863525
	Iteration 98Q: 3 clusters Score -1.765115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 171358 members 
Entering Unmasked Estep 
Score: -17651144.000000 Penalty: 3917.863525
	Iteration 99Q: 3 clusters Score -1.765114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 171359 members 
Entering Unmasked Estep 
Score: -17651158.000000 Penalty: 3917.863525
	Iteration 100F: 3 clusters Score -1.765116e+07 nChanged 0
--- Evaluating fit on full set of 3860486 points ---
Entering Unmasked Estep 
Score: -377015520.000000 Penalty: 41896.914062
25->18 Clusters: Score -377015520.000000, best is -377398944.000000

Main iterations: 0 (time per=infms)
Total iterations: 56789 (time per=393.800715ms)
Iterations metric 2: 4429675757568.000000 (time per=5.048575ns)
Iterations metric 3: 106314046898176.000000 (time per=210.353660ps)

That took 22363.548828 seconds.
